Updated test

Added exiftool command
Initial implementation of exiftool command, #691 (#696 )
2022-05-21 07:25:47 -07:00 · 2022-05-20 22:19:26 -07:00 · 2022-05-20 22:12:48 -07:00 · 2022-05-18 23:07:33 -07:00 · 2022-05-17 23:09:29 -07:00 · 2022-05-17 22:43:45 -07:00
450 changed files with 57720 additions and 11537 deletions
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -257,7 +257,9 @@
      "avatar_url": "https://avatars.githubusercontent.com/u/21261491?v=4",
      "profile": "https://github.com/oPromessa",
      "contributions": [
-        "bug"
+        "bug",
+        "ideas",
+        "test"
      ]
    },
    {
@@ -293,7 +295,8 @@
      "avatar_url": "https://avatars.githubusercontent.com/u/6291?v=4",
      "profile": "https://hyfen.net",
      "contributions": [
-        "doc", "code"
+        "doc",
+        "code"
      ]
    },
    {
@@ -304,6 +307,25 @@
      "contributions": [
        "bug"
      ]
+    },
+    {
+      "login": "ahti123",
+      "name": "Ahti Liin",
+      "avatar_url": "https://avatars.githubusercontent.com/u/22232632?v=4",
+      "profile": "https://github.com/ahti123",
+      "contributions": [
+        "code",
+        "bug"
+      ]
+    },
+    {
+      "login": "xwu64",
+      "name": "Xiaoliang Wu",
+      "avatar_url": "https://avatars.githubusercontent.com/u/10580396?v=4",
+      "profile": "https://github.com/xwu64",
+      "contributions": [
+        "code"
+      ]
    }
  ],
  "contributorsPerLine": 7,
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -10,7 +10,7 @@ jobs:
      max-parallel: 4
      matrix:
        os: [macos-10.15]
-        python-version: [3.7, 3.8, 3.9]
+        python-version: ['3.8', '3.9', '3.10']

    steps:
    - uses: actions/checkout@v1
@@ -32,4 +32,4 @@ jobs:
       # flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
    - name: Test with pytest
      run: |
-        python -m pytest tests/
+        python -m pytest -v tests/
--- a/.gitignore
+++ b/.gitignore
@@ -17,3 +17,4 @@ cli.spec
 docsrc/_build/
 venv/
 .python-version
+cov.xml
--- a/API_README.md
+++ b/API_README.md
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,404 @@ All notable changes to this project will be documented in this file. Dates are d

 Generated by [`auto-changelog`](https://github.com/CookPete/auto-changelog).

+#### [v0.49.1](https://github.com/RhetTbull/osxphotos/compare/v0.49.0...v0.49.1)
+
+> 17 May 2022
+
+- Implemented #689 [`4ec9f6d`](https://github.com/RhetTbull/osxphotos/commit/4ec9f6d3e606f72962e351432a64a24ff9153d87)
+- Unhid exportdb command [`5a9722b`](https://github.com/RhetTbull/osxphotos/commit/5a9722b37c8326bde7c6bde9870ce704aabb2a15)
+- Added example [`72af96b`](https://github.com/RhetTbull/osxphotos/commit/72af96b48ee7552d5d35e6f5d619c5b7a55050ab)
+
+#### [v0.49.0](https://github.com/RhetTbull/osxphotos/compare/v0.48.8...v0.49.0)
+
+> 15 May 2022
+
+- Feature report writer #309 [`#690`](https://github.com/RhetTbull/osxphotos/pull/690)
+- Added JSON, SQLite report formats, added  command [`1173b6c`](https://github.com/RhetTbull/osxphotos/commit/1173b6c0f294e12269d4015d2823b590df6f9696)
+- --report can now accept a template, #339 [`391815d`](https://github.com/RhetTbull/osxphotos/commit/391815dd9401fb0b47c0f935cf844bbb85e5ae55)
+- Fixed run command to allow passing args to the called python script [`b4dc7cf`](https://github.com/RhetTbull/osxphotos/commit/b4dc7cfcf6af1a4b88fc826b99a900318f5b1c84)
+- Fixed test to run on MacOS &gt; Catalina [`a89c66b`](https://github.com/RhetTbull/osxphotos/commit/a89c66b3f773b31199febc3daf1d2441f3fdfa43)
+
+#### [v0.48.8](https://github.com/RhetTbull/osxphotos/compare/v0.48.7...v0.48.8)
+
+> 8 May 2022
+
+- version bump [`5cd74b5`](https://github.com/RhetTbull/osxphotos/commit/5cd74b5f2373b48c261bea3c6378945ee216531a)
+
+#### [v0.48.7](https://github.com/RhetTbull/osxphotos/compare/v0.48.6...v0.48.7)
+
+> 8 May 2022
+
+- Fixed path_derivatives for shared photos, #687 [`abbb200`](https://github.com/RhetTbull/osxphotos/commit/abbb200838535e03cf4adcb339ad3a2c18f32dc3)
+- Added --no-keyword, #637 [`e7eefce`](https://github.com/RhetTbull/osxphotos/commit/e7eefce5c51e1e17e64ac44b6c0a9944873f68a3)
+- Fixed typo in docs [`2ed6e11`](https://github.com/RhetTbull/osxphotos/commit/2ed6e1142644e686b6b645d3bedab3648e13f9df)
+
+#### [v0.48.6](https://github.com/RhetTbull/osxphotos/compare/v0.48.5...v0.48.6)
+
+> 7 May 2022
+
+- Added --limit, version bump [`5ab5c53`](https://github.com/RhetTbull/osxphotos/commit/5ab5c53b26207eb326191c110ac544592c980c32)
+
+#### [v0.48.5](https://github.com/RhetTbull/osxphotos/compare/v0.48.4...v0.48.5)
+
+> 7 May 2022
+
+- Added --limit, #592 [`#685`](https://github.com/RhetTbull/osxphotos/pull/685)
+
+#### [v0.48.4](https://github.com/RhetTbull/osxphotos/compare/v0.48.3...v0.48.4)
+
+> 6 May 2022
+
+- Feature metadata changed 621 [`#684`](https://github.com/RhetTbull/osxphotos/pull/684)
+- Version bump, updated docs [`ff2e810`](https://github.com/RhetTbull/osxphotos/commit/ff2e810d49f9acffb81f3b7aea6271191d6762f9)
+
+#### [v0.48.3](https://github.com/RhetTbull/osxphotos/compare/v0.48.2...v0.48.3)
+
+> 5 May 2022
+
+- Added --added-after, --added-before, --added-in-last, #439 [`#683`](https://github.com/RhetTbull/osxphotos/pull/683)
+- Updated to pytimeparse2, added tests for custom Click param types [`3ed658a`](https://github.com/RhetTbull/osxphotos/commit/3ed658a7d018b5ac61c1054e20a59576e8613609)
+
+#### [v0.48.2](https://github.com/RhetTbull/osxphotos/compare/v0.48.1...v0.48.2)
+
+> 3 May 2022
+
+- Added moment_info, #71 [`9bc5890`](https://github.com/RhetTbull/osxphotos/commit/9bc5890589b7ff45d7b1e8bca4f958a6b4dc5fad)
+- Added --force to timewarp to bypass confirmation [`f42bee8`](https://github.com/RhetTbull/osxphotos/commit/f42bee84c08cf8c6883058a8c2d45dfe9c3e2357)
+- Added confirmation for timewarp, #677 [`ac67ef2`](https://github.com/RhetTbull/osxphotos/commit/ac67ef23846fb2a35211be8b63f5201a5567c68e)
+
+#### [v0.48.1](https://github.com/RhetTbull/osxphotos/compare/v0.48.0...v0.48.1)
+
+> 1 May 2022
+
+- Feature timewarp function [`#678`](https://github.com/RhetTbull/osxphotos/pull/678)
+- Updated docs [`6070616`](https://github.com/RhetTbull/osxphotos/commit/60706167173f719d70e21193acef89f6252767e6)
+
+#### [v0.48.0](https://github.com/RhetTbull/osxphotos/compare/v0.47.13...v0.48.0)
+
+> 1 May 2022
+
+- Feature timewarp [`#675`](https://github.com/RhetTbull/osxphotos/pull/675)
+- Version bump [`d07aab5`](https://github.com/RhetTbull/osxphotos/commit/d07aab58d1b0ef8e8769740db089235bbc938a4e)
+- Updated dependencies for rich_theme_manager [`8a3dc9b`](https://github.com/RhetTbull/osxphotos/commit/8a3dc9b3938f2363baba6dbf1f832ee55d57eb28)
+
+#### [v0.47.13](https://github.com/RhetTbull/osxphotos/compare/v0.47.12...v0.47.13)
+
+> 24 April 2022
+
+- Updated docs to use zipfile [`bd9a14a`](https://github.com/RhetTbull/osxphotos/commit/bd9a14a6f30042044345b91c5c3d5176ac6bc4ad)
+- Added retry to export_db for #674 [`e4b6c0f`](https://github.com/RhetTbull/osxphotos/commit/e4b6c0f1e00123064575e39183cb5a209afee49d)
+- Updated license [`ad13565`](https://github.com/RhetTbull/osxphotos/commit/ad13565dfded64fdf1dd72a001609d2522b64737)
+
+#### [v0.47.12](https://github.com/RhetTbull/osxphotos/compare/v0.47.11...v0.47.12)
+
+> 23 April 2022
+
+- Updated version [`a7ed7dd`](https://github.com/RhetTbull/osxphotos/commit/a7ed7dde54a10e7d277d1253f6c75e721aaacf83)
+
+#### [v0.47.11](https://github.com/RhetTbull/osxphotos/compare/v0.47.10...v0.47.11)
+
+> 23 April 2022
+
+- Added version command [`#672`](https://github.com/RhetTbull/osxphotos/pull/672)
+- Added API_README [`ee6e460`](https://github.com/RhetTbull/osxphotos/commit/ee6e4602e4506fce63a4a207112c1224163eef8d)
+- Updated docs build to use cog [`b8b4c15`](https://github.com/RhetTbull/osxphotos/commit/b8b4c15784b611ac170ebfc0ddff68f78c82f5d1)
+- Updated docs with developer notes [`fa80ea3`](https://github.com/RhetTbull/osxphotos/commit/fa80ea3772fed00afe4cab0493e7d02c39291358)
+
+#### [v0.47.10](https://github.com/RhetTbull/osxphotos/compare/v0.47.9...v0.47.10)
+
+> 22 April 2022
+
+- Updated docs [`b1aa923`](https://github.com/RhetTbull/osxphotos/commit/b1aa9238d38a90afa3cb9d2f5f95cf8b1f344690)
+
+#### [v0.47.9](https://github.com/RhetTbull/osxphotos/compare/v0.47.8...v0.47.9)
+
+> 20 April 2022
+
+- Added --year query option, #593 [`#670`](https://github.com/RhetTbull/osxphotos/pull/670)
+- Updated docs, version [`f4c02c3`](https://github.com/RhetTbull/osxphotos/commit/f4c02c39ba3bda2777f9a0919d8874f686dc8d1b)
+- Open cli.html instead of index.html [`7e4977e`](https://github.com/RhetTbull/osxphotos/commit/7e4977e2c57f3646ad98cf5328e3467a893dace6)
+
+#### [v0.47.8](https://github.com/RhetTbull/osxphotos/compare/v0.47.7...v0.47.8)
+
+> 19 April 2022
+
+- Feature docs [`#665`](https://github.com/RhetTbull/osxphotos/pull/665)
+- Added docs [`840a252`](https://github.com/RhetTbull/osxphotos/commit/840a2520837d30b30000d612c557fb9537d11212)
+- Added validation for template string options [`afe5ed3`](https://github.com/RhetTbull/osxphotos/commit/afe5ed3dc04b692ef404e9d3eb11137a0f3dbb04)
+- Added docs command, partial for #666 [`5b25284`](https://github.com/RhetTbull/osxphotos/commit/5b25284db2f3067b9839f2ef2781ae83fd52c424)
+- Added osxphotos/docs [`91784ab`](https://github.com/RhetTbull/osxphotos/commit/91784ab982b74a3a4f993e25731dc279bc6e76a2)
+- Added osxphotos/docs [`5ea708f`](https://github.com/RhetTbull/osxphotos/commit/5ea708f063b3153fcfdbb12189d1676d527a24e5)
+
+#### [v0.47.7](https://github.com/RhetTbull/osxphotos/compare/v0.47.6...v0.47.7)
+
+> 17 April 2022
+
+- Theme [`#664`](https://github.com/RhetTbull/osxphotos/pull/664)
+- Updated docs [skip ci] [`b09323b`](https://github.com/RhetTbull/osxphotos/commit/b09323b9fbce53f6ea7ace949952772f81d79b70)
+- Fixed typing in examples [`1f40161`](https://github.com/RhetTbull/osxphotos/commit/1f401619500fb56cf0bfc6b02b1af1a09a2dabd8)
+- Version bump [`213d84e`](https://github.com/RhetTbull/osxphotos/commit/213d84e9648efcb5c37c48aa45e3d27d7cb76d80)
+- Quoted path in repl [`d1aa4e9`](https://github.com/RhetTbull/osxphotos/commit/d1aa4e92bdc62948186dbee2cab40a644beb8112)
+- Added cov.xml [skip ci] [`9c0b910`](https://github.com/RhetTbull/osxphotos/commit/9c0b910046e2b5702d09d42c89556ed970191f80)
+
+#### [v0.47.6](https://github.com/RhetTbull/osxphotos/compare/v0.47.5...v0.47.6)
+
+> 27 March 2022
+
+- fix verbose output when redirected to file, #661 [`382d097`](https://github.com/RhetTbull/osxphotos/commit/382d097285519e274bdb0cd16d6805152aa4a918)
+- Updated docs [skip ci] [`6875427`](https://github.com/RhetTbull/osxphotos/commit/68754273de33ac9ed767fd43edcfe8b9c92e3a56)
+- version bump [`d28a2fe`](https://github.com/RhetTbull/osxphotos/commit/d28a2fe9bb69034c19446c3dc70555b6043a43a0)
+
+#### [v0.47.5](https://github.com/RhetTbull/osxphotos/compare/v0.47.4...v0.47.5)
+
+> 12 March 2022
+
+- Richify [`#653`](https://github.com/RhetTbull/osxphotos/pull/653)
+- Added --watch, --breakpoint [`#652`](https://github.com/RhetTbull/osxphotos/pull/652)
+- Hack to fix #654 when utime fails on NAS [`#654`](https://github.com/RhetTbull/osxphotos/issues/654)
+- Debug updates [`de1900f`](https://github.com/RhetTbull/osxphotos/commit/de1900f10aaac8d703ef5d850a64f18dd5e01d40)
+- Updated docs [skip ci] [`fccd746`](https://github.com/RhetTbull/osxphotos/commit/fccd746c581a319a8d1d5063133cbb9d5a4e1778)
+- Changed return val of _should_update_photo to enum for easier debugging [`bbcc3ac`](https://github.com/RhetTbull/osxphotos/commit/bbcc3acba9a4dd3a9ebcc8136782005d35e46255)
+- Updated crash_reporter to include crash data [`1227465`](https://github.com/RhetTbull/osxphotos/commit/1227465aa7e1d5a2fdaba4fc45cf917728d31170)
+- Fixed missing pdb.py issue for pyinstaller, partial for #659 [`e272e95`](https://github.com/RhetTbull/osxphotos/commit/e272e95a856e5b448eb6ac85818757b974dfd6d4)
+
+#### [v0.47.4](https://github.com/RhetTbull/osxphotos/compare/v0.47.3...v0.47.4)
+
+> 2 March 2022
+
+- Added --tmpdir, #650 [`#651`](https://github.com/RhetTbull/osxphotos/pull/651)
+- Version bump [`6b342a1`](https://github.com/RhetTbull/osxphotos/commit/6b342a1733fa66d1663de2e3a234970f427a679f)
+- Version bump [`f132e9a`](https://github.com/RhetTbull/osxphotos/commit/f132e9a8438023e4c69c7fb767d24dea7465db4d)
+
+#### [v0.47.3](https://github.com/RhetTbull/osxphotos/compare/v0.47.2...v0.47.3)
+
+> 27 February 2022
+
+- Help topic [`#644`](https://github.com/RhetTbull/osxphotos/pull/644)
+- updated docs [skip ci] [`ce73c9c`](https://github.com/RhetTbull/osxphotos/commit/ce73c9cab81fdd223dd49f2ff38608d553198412)
+- Added -v to pytest [`8be6a98`](https://github.com/RhetTbull/osxphotos/commit/8be6a98c3208b5da0fa620d1884a17275ab56599)
+
+#### [v0.47.2](https://github.com/RhetTbull/osxphotos/compare/v0.47.1...v0.47.2)
+
+> 27 February 2022
+
+- Updated README.md [`b275280`](https://github.com/RhetTbull/osxphotos/commit/b275280a1f3e1b1a61dcc95aefebd4e326a47377)
+- Updated docs [skip ci] [`c95f682`](https://github.com/RhetTbull/osxphotos/commit/c95f682ca647f9b9e0718da658bdf7c735571f84)
+- Fix for --load-config, #643 [`feb9538`](https://github.com/RhetTbull/osxphotos/commit/feb9538d1c5ad6569232e5900393befb8ec1a57e)
+
+#### [v0.47.1](https://github.com/RhetTbull/osxphotos/compare/v0.47.0...v0.47.1)
+
+> 26 February 2022
+
+- Fixed entry point [`d275367`](https://github.com/RhetTbull/osxphotos/commit/d2753672f36a0c84b7be143a47cc85cd6c99cb6d)
+
+#### [v0.47.0](https://github.com/RhetTbull/osxphotos/compare/v0.46.6...v0.47.0)
+
+> 26 February 2022
+
+- CLI refactor [`#642`](https://github.com/RhetTbull/osxphotos/pull/642)
+- Updated docs [skip ci] [`6fae979`](https://github.com/RhetTbull/osxphotos/commit/6fae97906124c9284e382170e20c8ab9999105b0)
+- Fixed 3.10 in yaml [`3704fc4`](https://github.com/RhetTbull/osxphotos/commit/3704fc4a23e83ff2d16d6d221fb6c752dabcedca)
+- Dropped 3.7 [`7883fc1`](https://github.com/RhetTbull/osxphotos/commit/7883fc1911057df9a4c596375b498e85a73c1bec)
+
+#### [v0.46.6](https://github.com/RhetTbull/osxphotos/compare/v0.46.5...v0.46.6)
+
+> 26 February 2022
+
+- Updated tests [`43e1cb1`](https://github.com/RhetTbull/osxphotos/commit/43e1cb18cc65b1abe1f49b464563e816b2ed1cff)
+- Updated docs [skip ci] [`3a990e3`](https://github.com/RhetTbull/osxphotos/commit/3a990e39971d838e52d5f19bf28b8253c4c7b811)
+- Bug fix for bitmath types in saved config [`26f916e`](https://github.com/RhetTbull/osxphotos/commit/26f916e4cbf4f28154c47aa2de1fdbc0aebc65b3)
+
+#### [v0.46.5](https://github.com/RhetTbull/osxphotos/compare/v0.46.4...v0.46.5)
+
+> 24 February 2022
+
+- Updated tested versions [`4d1b1db`](https://github.com/RhetTbull/osxphotos/commit/4d1b1db2a7cf34afaa2dc5dbebc69021ff77964f)
+
+#### [v0.46.4](https://github.com/RhetTbull/osxphotos/compare/v0.46.1...v0.46.4)
+
+> 24 February 2022
+
+- Removed debug code from exiftool, fixed #641 [`#641`](https://github.com/RhetTbull/osxphotos/issues/641)
+- Added debug output to exiftool [`39ba17d`](https://github.com/RhetTbull/osxphotos/commit/39ba17dd1cb4d8a61ab4dc8d5cff12ff9871eee0)
+- Fixed export of bursts with --uuid and --selected, #640 [`5b66962`](https://github.com/RhetTbull/osxphotos/commit/5b66962ac1bc1f48106fb8eeb600e6010088dc3b)
+- Added --sql command to exportdb [`c8ee679`](https://github.com/RhetTbull/osxphotos/commit/c8ee6797999af954c32e96ac3799a19002f4f0fe)
+- Updated docs [skip ci] [`2966c9a`](https://github.com/RhetTbull/osxphotos/commit/2966c9a60fc828afdf34263b759159a3ade31897)
+- Updated debug info [`6cb7ded`](https://github.com/RhetTbull/osxphotos/commit/6cb7dedd9be53d2c62489125fc44b9f4dccfb7ae)
+
+#### [v0.46.1](https://github.com/RhetTbull/osxphotos/compare/v0.46.0...v0.46.1)
+
+> 21 February 2022
+
+- Added --ramdb option [`#639`](https://github.com/RhetTbull/osxphotos/pull/639)
+
+#### [v0.46.0](https://github.com/RhetTbull/osxphotos/compare/v0.45.12...v0.46.0)
+
+> 21 February 2022
+
+- Exportdb refactor [`#638`](https://github.com/RhetTbull/osxphotos/pull/638)
+- Updated docs [skip ci] [`5290fae`](https://github.com/RhetTbull/osxphotos/commit/5290fae2e0ad062750348aedfee4feaf7b2e769f)
+
+#### [v0.45.12](https://github.com/RhetTbull/osxphotos/compare/v0.45.11...v0.45.12)
+
+> 14 February 2022
+
+- Allow multiple characters as path_sep, #634 [`d8204e6`](https://github.com/RhetTbull/osxphotos/commit/d8204e65eb740cece468ef021cbdf45d896d954e)
+- Added --debug and crash reporter to export, #628 [`060729c`](https://github.com/RhetTbull/osxphotos/commit/060729c4c4255651c6ee8149989d9de541d0a6aa)
+- Added crash_reporter.py [`9c26e55`](https://github.com/RhetTbull/osxphotos/commit/9c26e5519b2d48f3a0ae80d1cc4a765c12b62d40)
+
+#### [v0.45.11](https://github.com/RhetTbull/osxphotos/compare/v0.45.10...v0.45.11)
+
+> 13 February 2022
+
+- beta fix for #633, fix face regions in exiftool [`afbda03`](https://github.com/RhetTbull/osxphotos/commit/afbda030bce87f914445ebbced3f0e110e2e203b)
+- Updated docs [skip ci] [`65d51ab`](https://github.com/RhetTbull/osxphotos/commit/65d51ab1290e7c7804021e24829b93f5dce81245)
+
+#### [v0.45.10](https://github.com/RhetTbull/osxphotos/compare/v0.45.9...v0.45.10)
+
+> 12 February 2022
+
+- Added --force-update, #621 [`30abddd`](https://github.com/RhetTbull/osxphotos/commit/30abdddaf3765f1d604984d4781b78b7806871e1)
+
+#### [v0.45.9](https://github.com/RhetTbull/osxphotos/compare/v0.45.8...v0.45.9)
+
+> 12 February 2022
+
+- Added --force-update, #621 [`bfa888a`](https://github.com/RhetTbull/osxphotos/commit/bfa888adc5658a2845dcaa9b7ea360926ed4f000)
+- Refactored fix for #627 [`5fb686a`](https://github.com/RhetTbull/osxphotos/commit/5fb686ac0c231932c2695fc550a0824307bd3c5f)
+- Fix for #630 [`ac4083b`](https://github.com/RhetTbull/osxphotos/commit/ac4083bfbbabc8550718f0f7f8aadc635c05eb25)
+
+#### [v0.45.8](https://github.com/RhetTbull/osxphotos/compare/v0.45.6...v0.45.8)
+
+> 5 February 2022
+
+- Fixed exiftool to ignore unsupported file types, #615 [`1ae6270`](https://github.com/RhetTbull/osxphotos/commit/1ae627056113fc4655f1b24cfbbdf0efc04489e7)
+- Updated tests [`55a601c`](https://github.com/RhetTbull/osxphotos/commit/55a601c07ea1384623c55d5c1d26b568df5d7823)
+- Additional fix for #615 [`1d6bc4e`](https://github.com/RhetTbull/osxphotos/commit/1d6bc4e09e3c2359a21f842fadd781920606812e)
+
+#### [v0.45.6](https://github.com/RhetTbull/osxphotos/compare/v0.45.5...v0.45.6)
+
+> 5 February 2022
+
+- Fix for unicode in query strings, #618 [`9b247ac`](https://github.com/RhetTbull/osxphotos/commit/9b247acd1cc4b2def59fdd18a6fb3c8eb9914f11)
+- Fix for --name searching only original_filename on Photos 5+, #594 [`cd02144`](https://github.com/RhetTbull/osxphotos/commit/cd02144ac33cc1c13a20358133971c84d35b8a57)
+
+#### [v0.45.5](https://github.com/RhetTbull/osxphotos/compare/v0.45.4...v0.45.5)
+
+> 5 February 2022
+
+- Fix for #561, no really, I mean it this time [`b3d3e14`](https://github.com/RhetTbull/osxphotos/commit/b3d3e14ffe41fbb22edb614b24f3985f379766a2)
+- Updated docs [skip ci] [`2b9ea11`](https://github.com/RhetTbull/osxphotos/commit/2b9ea11701799af9a661a8e2af70fca97235f487)
+- Updated tests for #561 [skip ci] [`77a49a0`](https://github.com/RhetTbull/osxphotos/commit/77a49a09a1bee74113a7114c543fbc25fa410ffc)
+
+#### [v0.45.4](https://github.com/RhetTbull/osxphotos/compare/v0.45.3...v0.45.4)
+
+> 3 February 2022
+
+- docs: add oPromessa as a contributor for ideas, test [`#611`](https://github.com/RhetTbull/osxphotos/pull/611)
+- Fix for filenames with special characters, #561, #618 [`f3063d3`](https://github.com/RhetTbull/osxphotos/commit/f3063d35be3c96342d83dbd87ddd614a2001bff4)
+- Updated docs [skip ci] [`06c5bbf`](https://github.com/RhetTbull/osxphotos/commit/06c5bbfcfdf591a4a5d43f1456adaa27385fe01a)
+- Added progress counter, #601 [`7ab5007`](https://github.com/RhetTbull/osxphotos/commit/7ab500740b28594dcd778140e10991f839220e9d)
+- Updated known issues [skip ci] [`e32090b`](https://github.com/RhetTbull/osxphotos/commit/e32090bf39cb786171b49443f878ffdbab774420)
+
+#### [v0.45.3](https://github.com/RhetTbull/osxphotos/compare/v0.45.2...v0.45.3)
+
+> 29 January 2022
+
+- Added --timestamp option for --verbose, #600 [`d8c2f99`](https://github.com/RhetTbull/osxphotos/commit/d8c2f99c06bc6f72bf2cb1a13c5765824fe3cbba)
+- Updated docs [skip ci] [`5fc2813`](https://github.com/RhetTbull/osxphotos/commit/5fc28139ea0374bc3e228c0432b8a41ada430389)
+- Updated formatting for elapsed time, #604 [`16d3f74`](https://github.com/RhetTbull/osxphotos/commit/16d3f743664396d43b3b3028a5e7a919ec56d9e1)
+
+#### [v0.45.2](https://github.com/RhetTbull/osxphotos/compare/v0.45.0...v0.45.2)
+
+> 29 January 2022
+
+- Implemented #605, refactor out export2 [`235dea3`](https://github.com/RhetTbull/osxphotos/commit/235dea329c98ab8fa61565c09a1b4a83e5d99043)
+- Fix for #564, --preview with --download-missing [`5afdf6f`](https://github.com/RhetTbull/osxphotos/commit/5afdf6fc20a3cb6eb2b0217d8b3be20295eb7ba4)
+
+#### [v0.45.0](https://github.com/RhetTbull/osxphotos/compare/v0.44.13...v0.45.0)
+
+> 28 January 2022
+
+- Performance improvements and refactoring, #462, partial for #591 [`22964af`](https://github.com/RhetTbull/osxphotos/commit/22964afc6988166218413125d7a62348bb858a83)
+- Refactored photoexporter for performance, #591 [`6843b86`](https://github.com/RhetTbull/osxphotos/commit/6843b8661d41d42368794c77304fc07194e7af18)
+- Performance improvements, partial for #591 [`3bc53fd`](https://github.com/RhetTbull/osxphotos/commit/3bc53fd92b3222c6959e7aa12310811db41b83fe)
+
+#### [v0.44.13](https://github.com/RhetTbull/osxphotos/compare/v0.44.12...v0.44.13)
+
+> 24 January 2022
+
+- Removed exportdb requirement from PhotoTemplate [`6af124e`](https://github.com/RhetTbull/osxphotos/commit/6af124e4d3a0e26c48f435452920020cd42afa1c)
+- Version bump [`bd31120`](https://github.com/RhetTbull/osxphotos/commit/bd3112056920806f565be2c0c12caf4f2aff5231)
+
+#### [v0.44.12](https://github.com/RhetTbull/osxphotos/compare/v0.44.11...v0.44.12)
+
+> 23 January 2022
+
+- Added query options to repl, #597 [`7855801`](https://github.com/RhetTbull/osxphotos/commit/785580115b29f5ccb895de22be1243f56dbb43dc)
+- Added run command, #598 [`b4bd04c`](https://github.com/RhetTbull/osxphotos/commit/b4bd04c1461d0b427937f541403305bc979bcf4f)
+- Bug fix for get_photos_library_version [`e88c6b8`](https://github.com/RhetTbull/osxphotos/commit/e88c6b8a59dfd947f6cf3c7eac9c92519ab781a3)
+
+#### [v0.44.11](https://github.com/RhetTbull/osxphotos/compare/v0.44.10...v0.44.11)
+
+> 23 January 2022
+
+- creat unit test for __all__ [`#599`](https://github.com/RhetTbull/osxphotos/pull/599)
+- Performance improvements, added --profile [`7486823`](https://github.com/RhetTbull/osxphotos/commit/74868238f3b1ee18feb744f137f5c14ef8e36ffc)
+
+#### [v0.44.10](https://github.com/RhetTbull/osxphotos/compare/v0.44.9...v0.44.10)
+
+> 22 January 2022
+
+- Create __all__ for all python files [`#589`](https://github.com/RhetTbull/osxphotos/pull/589)
+- Create __all__ for the file cli.py [`#587`](https://github.com/RhetTbull/osxphotos/pull/587)
+- docs: add xwu64 as a contributor for code [`#585`](https://github.com/RhetTbull/osxphotos/pull/585)
+- add __all__ to files "adjustmentsinfo.py" and "albuminfo.py" [`#584`](https://github.com/RhetTbull/osxphotos/pull/584)
+- More refactoring of export code, #462 [`6261a7b`](https://github.com/RhetTbull/osxphotos/commit/6261a7b5c96ac43aece66b72b9e27a90854accfa)
+- Added ExportOptions to photoexporter.py, #462 [`9517876`](https://github.com/RhetTbull/osxphotos/commit/9517876bd06572238648a6362a309063b86007e7)
+- Blackified files [`3bafdf7`](https://github.com/RhetTbull/osxphotos/commit/3bafdf7bfd5f7992b2e0c12496c55e7be1f57455)
+- More refactoring of export code, #462 [`c2d726b`](https://github.com/RhetTbull/osxphotos/commit/c2d726beafabe76cf4d5fb3213447c900129b8c0)
+- Refactored photoexporter sidecar writing, #462 [`458da0e`](https://github.com/RhetTbull/osxphotos/commit/458da0e9b2b82a78cec30191c5bf1ee2ed993acf)
+
+#### [v0.44.9](https://github.com/RhetTbull/osxphotos/compare/v0.44.8...v0.44.9)
+
+> 9 January 2022
+
+- Added diff command [`3927f05`](https://github.com/RhetTbull/osxphotos/commit/3927f052670b2a1c31cced1f8278a0ffe519a3eb)
+- Added uuid command [`a010ab5`](https://github.com/RhetTbull/osxphotos/commit/a010ab5a299470782b938e689a7ddc336513065e)
+
+#### [v0.44.8](https://github.com/RhetTbull/osxphotos/compare/v0.44.7...v0.44.8)
+
+> 9 January 2022
+
+- docs: add ahti123 as a contributor for code, bug [`#578`](https://github.com/RhetTbull/osxphotos/pull/578)
+- changing photos_5 version constant to satisfy version 5001 [`#577`](https://github.com/RhetTbull/osxphotos/pull/577)
+- Added grep command to CLI [`4dd838b`](https://github.com/RhetTbull/osxphotos/commit/4dd838b8bcb639eba3df9cb60a7cd28f45b22833)
+- Added test for #576 [`92fced7`](https://github.com/RhetTbull/osxphotos/commit/92fced75da38f1c47be8d3d9d4ee22463ad029b9)
+- Added sqlgrep [`53c701c`](https://github.com/RhetTbull/osxphotos/commit/53c701cc0ebd38db255c1ce694391b38dbb5fe01)
+- Fix for #575, database version 5001 [`5a8105f`](https://github.com/RhetTbull/osxphotos/commit/5a8105f5a02080368ad22717c064afcb0748f646)
+- Updated docs [skip ci] [`64a0760`](https://github.com/RhetTbull/osxphotos/commit/64a0760a47205a452e015a860f39f45bba67164a)
+
+#### [v0.44.7](https://github.com/RhetTbull/osxphotos/compare/v0.44.6...v0.44.7)
+
+> 8 January 2022
+
+- Fix for #576, error exporting edited live photos [`2e7db47`](https://github.com/RhetTbull/osxphotos/commit/2e7db47806683fdd0db4d1d75e42471d2f127d4d)
+
+#### [v0.44.6](https://github.com/RhetTbull/osxphotos/compare/v0.44.5...v0.44.6)
+
+> 6 January 2022
+
+- Fix for burst images with pick type = 0, partial fix for #571 [`d2d56a7`](https://github.com/RhetTbull/osxphotos/commit/d2d56a7f7118aeffa7ac81cc474fdd4fb4843065)
+
+#### [v0.44.5](https://github.com/RhetTbull/osxphotos/compare/v0.44.4...v0.44.5)
+
+> 6 January 2022
+
+- More refactoring of export code, #462 [`0c9bd87`](https://github.com/RhetTbull/osxphotos/commit/0c9bd8760261770e11b0fa59153f49f2d65e2c2f)
+- Fix for #570 [`661a573`](https://github.com/RhetTbull/osxphotos/commit/661a573bf50353fb2393c604080ffe0790ade59c)
+- version bump [skip ci] [`b4897ff`](https://github.com/RhetTbull/osxphotos/commit/b4897ff1b5d2bc00f34158345b2b5fe85f1490ac)
+
 #### [v0.44.4](https://github.com/RhetTbull/osxphotos/compare/v0.44.3...v0.44.4)

 > 4 January 2022
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,6 +1,8 @@
+include osxphotos/*.json
+include osxphotos/*.md
+include osxphotos/phototemplate.tx
+include osxphotos/queries/*
+include osxphotos/templates/*
 include README.md
 include README.rst
-include osxphotos/templates/*
-include osxphotos/phototemplate.tx
-include osxphotos/phototemplate.md
-include osxphotos/queries/*
+recursive-include osxphotos/docs *
--- a/README.md
+++ b/README.md
--- a/README.rst
+++ b/README.rst
@@ -2,7 +2,7 @@
   :format: html


-OSXPhotos
+osxphotos
 =========

 What is osxphotos?
@@ -16,19 +16,17 @@ You can also easily export both the original and edited photos.
 Supported operating systems
 ---------------------------

-Only works on macOS (aka Mac OS X). Tested on macOS Sierra (10.12.6) through macOS Big Sur (11.3).
-
-If you have access to macOS 12 / Monterey beta and would like to help ensure osxphotos is compatible, please contact me via GitHub.
+Only works on macOS (aka Mac OS X). Tested on macOS Sierra (10.12.6) through macOS Monterey (12.3).

 This package will read Photos databases for any supported version on any supported macOS version.  
 E.g. you can read a database created with Photos 5.0 on MacOS 10.15 on a machine running macOS 10.12 and vice versa.

-Requires python >= ``3.7``. 
+Requires python >= ``3.8``. 

 Installation
 ------------

-If you are new to python and just want to use the command line application, I recommend you to install using pipx. See other advanced options below. 
+If you just want to use the command line application, I recommend you to install using pipx. See other advanced options below. 

 Installation using pipx
 ^^^^^^^^^^^^^^^^^^^^^^^
@@ -55,7 +53,7 @@ You can also install directly from `pypi <https://pypi.org/project/osxphotos/>`_
 Installation from git repository
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

-OSXPhotos uses setuptools, thus simply run:
+osxphotos uses setuptools, thus simply run:

 .. code-block::

@@ -86,32 +84,45 @@ Alternatively, you can also run the command line utility like this: ``python3 -m

   Options:
     --db <Photos database path>  Specify Photos database path. Path to Photos
-                                  library/database can be specified using either
-                                  --db or directly as PHOTOS_LIBRARY positional
-                                  argument. If neither --db or PHOTOS_LIBRARY
-                                  provided, will attempt to find the library to
-                                  use in the following order: 1. last opened
-                                  library, 2. system library, 3.
-                                  ~/Pictures/Photos Library.photoslibrary
-     --json                       Print output in JSON format.
+                                 library/database can be specified using either
+                                 --db or directly as PHOTOS_LIBRARY positional
+                                 argument. If neither --db or PHOTOS_LIBRARY
+                                 provided, will attempt to find the library to
+                                 use in the following order: 1. last opened
+                                 library, 2. system library, 3.
+                                 ~/Pictures/Photos Library.photoslibrary
+     --json                      Print output in JSON format.
     -v, --version                Show the version and exit.
     -h, --help                   Show this message and exit.

+
   Commands:
-     about     Print information about osxphotos including license.
-     albums    Print out albums found in the Photos library.
-     dump      Print list of all photos & associated info from the Photos...
-     export    Export photos from the Photos database.
-     help      Print help; for help on commands: help <command>.
-     info      Print out descriptive info of the Photos library database.
-     keywords  Print out keywords found in the Photos library.
-     labels    Print out image classification labels found in the Photos...
-     list      Print list of Photos libraries found on the system.
-     persons   Print out persons (faces) found in the Photos library.
-     places    Print out places found in the Photos library.
-     query     Query the Photos database using 1 or more search options; if...
-     repl      Run interactive osxphotos shell
-     tutorial  Display osxphotos tutorial.
+     about      Print information about osxphotos including license.
+     albums     Print out albums found in the Photos library.
+     diff       Compare two Photos databases and print out differences
+     docs       Open osxphotos documentation in your browser.
+     dump       Print list of all photos & associated info from the Photos...
+     exiftool   Run exiftool on previously exported files to update metadata.
+     export     Export photos from the Photos database.
+     exportdb   Utilities for working with the osxphotos export database
+     help       Print help; for help on commands: help <command>.
+     info       Print out descriptive info of the Photos library database.
+     install    Install Python packages into the same environment as osxphotos
+     keywords   Print out keywords found in the Photos library.
+     labels     Print out image classification labels found in the Photos...
+     list       Print list of Photos libraries found on the system.
+     persons    Print out persons (faces) found in the Photos library.
+     places     Print out places found in the Photos library.
+     query      Query the Photos database using 1 or more search options; if...
+     repl       Run interactive osxphotos REPL shell (useful for debugging,...
+     run        Run a python file using same environment as osxphotos
+     snap       Create snapshot of Photos database to use with diff command
+     theme      Manage osxphotos color themes.
+     timewarp   Adjust date/time/timezone of photos in Apple Photos.
+     tutorial   Display osxphotos tutorial.
+     uninstall  Uninstall Python packages from the osxphotos environment
+     uuid       Print out unique IDs (UUID) of photos selected in Photos
+     version    Check for new version of osxphotos.

 To get help on a specific command, use ``osxphotos help <command_name>``

--- a/build.sh
+++ b/build.sh
@@ -3,10 +3,44 @@
 # script to help build osxphotos release
 # this is unique to my own dev setup

-# source venv/bin/activate
-rm -rf dist; rm -rf build
+echo "Cleaning old build and dist directories"
+rm -rf dist
+rm -rf build
+
+echo "Updated phototemplate.md"
+cog -d -o osxphotos/phototemplate.md osxphotos/phototemplate.cog.md
+
+echo "Updating README.md"
 python3 utils/update_readme.py
+
+echo "Updating API_README.md"
+cog -r API_README.md
+
+# stage and convert markdown to rst
+echo "Copying osxphotos/tutorial.md to docsrc/source/tutorial.md"
+cp osxphotos/tutorial.md docsrc/source/tutorial.md
+rm docsrc/source/tutorial.rst
+m2r2 docsrc/source/tutorial.md
+rm docsrc/source/tutorial.md
+
+echo "Generating template help docs"
+rm docsrc/source/template_help.rst
+python3 utils/generate_template_docs.py
+m2r2 docsrc/source/template_help.md
+rm docsrc/source/template_help.md
+
+# build docs
+echo "Building docs"
 (cd docsrc && make github && make pdf)
-# python3 setup.py sdist bdist_wheel
+
+# copy docs to osxphotos/docs/docs.zip for use with `osxphotos docs` command
+echo "Zipping docs to osxphotos/docs/docs.zip"
+zip -r osxphotos/docs/docs.zip docs/*
+
+# build the package
+echo "Building package"
 python3 -m build
+
+# build CLI executable
+echo "Building CLI executable"
 ./make_cli_exe.sh
--- a/cli.py
+++ b/cli.py
@@ -12,7 +12,7 @@
    
 """

-from osxphotos.cli import cli
+from osxphotos.cli.cli import cli_main

 if __name__ == "__main__":
-    cli()
+    cli_main()
--- a/dev_requirements.txt
+++ b/dev_requirements.txt
@@ -1,10 +1,15 @@
 build
+cogapp>=3.3.0,<4.0.0
+furo
 m2r2
-pyinstaller==4.4
+pdbpp
+pyinstaller==4.10
 pytest-mock
-pytest==6.2.4
+pytest==7.0.1
+Sphinx
 sphinx_click
 sphinx_rtd_theme
+sphinx-copybutton
+sphinxcontrib-programoutput
 twine
-wheel
-Sphinx
+wheel
--- a/docs/.buildinfo
+++ b/docs/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 12e2b2711a035185a2f8b8e500263a8d
+config: 3a7efae54b6e07cdaf59f7d2e9729b6e
 tags: 645f666f9bcd5a90fca523b33c5a78b7
--- a/docs/_modules/index.html
+++ b/docs/_modules/index.html
@@ -1,105 +1,257 @@
+<!doctype html>
+<html class="no-js">
+  <head><meta charset="utf-8"/>
+    <meta name="viewport" content="width=device-width,initial-scale=1"/>
+    <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" />

-<!DOCTYPE html>
+    <meta name="generator" content="sphinx-4.4.0, furo 2022.04.07"/>
+        <title>Overview: module code - osxphotos 0.49.2 documentation</title>
+      <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?digest=68f4518137b9aefe99b631505a2064c3c42c9852" />
+    <link rel="stylesheet" type="text/css" href="../_static/copybutton.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
+    
+    

-<html>
-  <head>
-    <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Overview: module code &#8212; osxphotos 0.43.9 documentation</title>
-    <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
-    <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" />
-    <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+
+<style>
+  body {
+    --color-code-background: #f8f8f8;
+  --color-code-foreground: black;
+  
+  }
+  @media not print {
+    body[data-theme="dark"] {
+      --color-code-background: #202020;
+  --color-code-foreground: #d0d0d0;
+  
+    }
+    @media (prefers-color-scheme: dark) {
+      body:not([data-theme="light"]) {
+        --color-code-background: #202020;
+  --color-code-foreground: #d0d0d0;
+  
+      }
+    }
+  }
+</style></head>
+  <body>
+    
+    <script>
+      document.body.dataset.theme = localStorage.getItem("theme") || "auto";
+    </script>
+    
+
+<svg xmlns="http://www.w3.org/2000/svg" style="display: none;">
+  <symbol id="svg-toc" viewBox="0 0 24 24">
+    <title>Contents</title>
+    <svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 1024 1024">
+      <path d="M408 442h480c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8H408c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8zm-8 204c0 4.4 3.6 8 8 8h480c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8H408c-4.4 0-8 3.6-8 8v56zm504-486H120c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8h784c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8zm0 632H120c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8h784c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8zM115.4 518.9L271.7 642c5.8 4.6 14.4.5 14.4-6.9V388.9c0-7.4-8.5-11.5-14.4-6.9L115.4 505.1a8.74 8.74 0 0 0 0 13.8z"/>
+    </svg>
+  </symbol>
+  <symbol id="svg-menu" viewBox="0 0 24 24">
+    <title>Menu</title>
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+      stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="feather-menu">
+      <line x1="3" y1="12" x2="21" y2="12"></line>
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+          <h1>Source code for osxphotos._constants</h1><div class="highlight"><pre>
+<span></span><span class="sd">"""</span>
+<span class="sd">Constants used by osxphotos </span>
+<span class="sd">"""</span>
+
+<span class="kn">import</span> <span class="nn">os.path</span>
+<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span>
+<span class="kn">from</span> <span class="nn">enum</span> <span class="kn">import</span> <span class="n">Enum</span>
+
+<span class="n">APP_NAME</span> <span class="o">=</span> <span class="s2">"osxphotos"</span>
+
+<span class="n">OSXPHOTOS_URL</span> <span class="o">=</span> <span class="s2">"https://github.com/RhetTbull/osxphotos"</span>
+
+<span class="c1"># Time delta: add this to Photos times to get unix time</span>
+<span class="c1"># Apple Epoch is Jan 1, 2001</span>
+<span class="n">TIME_DELTA</span> <span class="o">=</span> <span class="p">(</span><span class="n">datetime</span><span class="p">(</span><span class="mi">2001</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> <span class="o">-</span> <span class="n">datetime</span><span class="p">(</span><span class="mi">1970</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">))</span><span class="o">.</span><span class="n">total_seconds</span><span class="p">()</span>
+
+<span class="c1"># Unicode format to use for comparing strings</span>
+<span class="n">UNICODE_FORMAT</span> <span class="o">=</span> <span class="s2">"NFC"</span>
+
+<span class="c1"># which Photos library database versions have been tested</span>
+<span class="c1"># Photos 2.0 (10.12.6) == 2622</span>
+<span class="c1"># Photos 3.0 (10.13.6) == 3301</span>
+<span class="c1"># Photos 4.0 (10.14.5) == 4016</span>
+<span class="c1"># Photos 4.0 (10.14.6) == 4025</span>
+<span class="c1"># Photos 5.0 (10.15.0) == 6000 or 5001</span>
+<span class="n">_TESTED_DB_VERSIONS</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"6000"</span><span class="p">,</span> <span class="s2">"5001"</span><span class="p">,</span> <span class="s2">"4025"</span><span class="p">,</span> <span class="s2">"4016"</span><span class="p">,</span> <span class="s2">"3301"</span><span class="p">,</span> <span class="s2">"2622"</span><span class="p">]</span>
+
+<span class="c1"># database model versions (applies to Photos 5, Photos 6)</span>
+<span class="c1"># these come from PLModelVersion key in binary plist in Z_METADATA.Z_PLIST</span>
+<span class="c1"># Photos 5 (10.15.1) == 13537</span>
+<span class="c1"># Photos 5 (10.15.4, 10.15.5, 10.15.6) == 13703</span>
+<span class="c1"># Photos 6 (10.16.0 Beta) == 14104</span>
+<span class="n">_TEST_MODEL_VERSIONS</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"13537"</span><span class="p">,</span> <span class="s2">"13703"</span><span class="p">,</span> <span class="s2">"14104"</span><span class="p">]</span>
+
+<span class="n">_PHOTOS_2_VERSION</span> <span class="o">=</span> <span class="s2">"2622"</span>
+
+<span class="c1"># only version 3 - 4 have RKVersion.selfPortrait</span>
+<span class="n">_PHOTOS_3_VERSION</span> <span class="o">=</span> <span class="s2">"3301"</span>
+
+<span class="c1"># versions 5.0 and later have a different database structure</span>
+<span class="n">_PHOTOS_4_VERSION</span> <span class="o">=</span> <span class="s2">"4025"</span>  <span class="c1"># latest Mojove version on 10.14.6</span>
+<span class="n">_PHOTOS_5_VERSION</span> <span class="o">=</span> <span class="s2">"5000"</span>  <span class="c1"># I've seen both 5001 and 6000.  6000 is most common on Catalina and up but there are some version 5001 database in the wild</span>
+
+<span class="c1"># Ranges for model version by Photos version</span>
+<span class="n">_PHOTOS_5_MODEL_VERSION</span> <span class="o">=</span> <span class="p">[</span><span class="mi">13000</span><span class="p">,</span> <span class="mi">13999</span><span class="p">]</span>
+<span class="n">_PHOTOS_6_MODEL_VERSION</span> <span class="o">=</span> <span class="p">[</span><span class="mi">14000</span><span class="p">,</span> <span class="mi">14999</span><span class="p">]</span>
+<span class="n">_PHOTOS_7_MODEL_VERSION</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="mi">15000</span><span class="p">,</span>
+    <span class="mi">15999</span><span class="p">,</span>
+<span class="p">]</span>  <span class="c1"># Monterey developer preview is 15134, 12.1 is 15331</span>
+
+<span class="c1"># some table names differ between Photos 5 and Photos 6</span>
+<span class="n">_DB_TABLE_NAMES</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="mi">5</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">"ASSET"</span><span class="p">:</span> <span class="s2">"ZGENERICASSET"</span><span class="p">,</span>
+        <span class="s2">"KEYWORD_JOIN"</span><span class="p">:</span> <span class="s2">"Z_1KEYWORDS.Z_37KEYWORDS"</span><span class="p">,</span>
+        <span class="s2">"ALBUM_JOIN"</span><span class="p">:</span> <span class="s2">"Z_26ASSETS.Z_34ASSETS"</span><span class="p">,</span>
+        <span class="s2">"ALBUM_SORT_ORDER"</span><span class="p">:</span> <span class="s2">"Z_26ASSETS.Z_FOK_34ASSETS"</span><span class="p">,</span>
+        <span class="s2">"IMPORT_FOK"</span><span class="p">:</span> <span class="s2">"ZGENERICASSET.Z_FOK_IMPORTSESSION"</span><span class="p">,</span>
+        <span class="s2">"DEPTH_STATE"</span><span class="p">:</span> <span class="s2">"ZGENERICASSET.ZDEPTHSTATES"</span><span class="p">,</span>
+        <span class="s2">"UTI_ORIGINAL"</span><span class="p">:</span> <span class="s2">"ZINTERNALRESOURCE.ZUNIFORMTYPEIDENTIFIER"</span><span class="p">,</span>
+        <span class="s2">"ASSET_ALBUM_JOIN"</span><span class="p">:</span> <span class="s2">"Z_26ASSETS.Z_26ALBUMS"</span><span class="p">,</span>
+        <span class="s2">"ASSET_ALBUM_TABLE"</span><span class="p">:</span> <span class="s2">"Z_26ASSETS"</span><span class="p">,</span>
+        <span class="s2">"HDR_TYPE"</span><span class="p">:</span> <span class="s2">"ZCUSTOMRENDEREDVALUE"</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="mi">6</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">"ASSET"</span><span class="p">:</span> <span class="s2">"ZASSET"</span><span class="p">,</span>
+        <span class="s2">"KEYWORD_JOIN"</span><span class="p">:</span> <span class="s2">"Z_1KEYWORDS.Z_36KEYWORDS"</span><span class="p">,</span>
+        <span class="s2">"ALBUM_JOIN"</span><span class="p">:</span> <span class="s2">"Z_26ASSETS.Z_3ASSETS"</span><span class="p">,</span>
+        <span class="s2">"ALBUM_SORT_ORDER"</span><span class="p">:</span> <span class="s2">"Z_26ASSETS.Z_FOK_3ASSETS"</span><span class="p">,</span>
+        <span class="s2">"IMPORT_FOK"</span><span class="p">:</span> <span class="s2">"null"</span><span class="p">,</span>
+        <span class="s2">"DEPTH_STATE"</span><span class="p">:</span> <span class="s2">"ZASSET.ZDEPTHTYPE"</span><span class="p">,</span>
+        <span class="s2">"UTI_ORIGINAL"</span><span class="p">:</span> <span class="s2">"ZINTERNALRESOURCE.ZUNIFORMTYPEIDENTIFIER"</span><span class="p">,</span>
+        <span class="s2">"ASSET_ALBUM_JOIN"</span><span class="p">:</span> <span class="s2">"Z_26ASSETS.Z_26ALBUMS"</span><span class="p">,</span>
+        <span class="s2">"ASSET_ALBUM_TABLE"</span><span class="p">:</span> <span class="s2">"Z_26ASSETS"</span><span class="p">,</span>
+        <span class="s2">"HDR_TYPE"</span><span class="p">:</span> <span class="s2">"ZCUSTOMRENDEREDVALUE"</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="mi">7</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">"ASSET"</span><span class="p">:</span> <span class="s2">"ZASSET"</span><span class="p">,</span>
+        <span class="s2">"KEYWORD_JOIN"</span><span class="p">:</span> <span class="s2">"Z_1KEYWORDS.Z_38KEYWORDS"</span><span class="p">,</span>
+        <span class="s2">"ALBUM_JOIN"</span><span class="p">:</span> <span class="s2">"Z_27ASSETS.Z_3ASSETS"</span><span class="p">,</span>
+        <span class="s2">"ALBUM_SORT_ORDER"</span><span class="p">:</span> <span class="s2">"Z_27ASSETS.Z_FOK_3ASSETS"</span><span class="p">,</span>
+        <span class="s2">"IMPORT_FOK"</span><span class="p">:</span> <span class="s2">"null"</span><span class="p">,</span>
+        <span class="s2">"DEPTH_STATE"</span><span class="p">:</span> <span class="s2">"ZASSET.ZDEPTHTYPE"</span><span class="p">,</span>
+        <span class="s2">"UTI_ORIGINAL"</span><span class="p">:</span> <span class="s2">"ZINTERNALRESOURCE.ZCOMPACTUTI"</span><span class="p">,</span>
+        <span class="s2">"ASSET_ALBUM_JOIN"</span><span class="p">:</span> <span class="s2">"Z_27ASSETS.Z_27ALBUMS"</span><span class="p">,</span>
+        <span class="s2">"ASSET_ALBUM_TABLE"</span><span class="p">:</span> <span class="s2">"Z_27ASSETS"</span><span class="p">,</span>
+        <span class="s2">"HDR_TYPE"</span><span class="p">:</span> <span class="s2">"ZHDRTYPE"</span><span class="p">,</span>
+    <span class="p">},</span>
+<span class="p">}</span>
+
+<span class="c1"># which version operating systems have been tested</span>
+<span class="n">_TESTED_OS_VERSIONS</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="p">(</span><span class="s2">"10"</span><span class="p">,</span> <span class="s2">"12"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"10"</span><span class="p">,</span> <span class="s2">"13"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"10"</span><span class="p">,</span> <span class="s2">"14"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"10"</span><span class="p">,</span> <span class="s2">"15"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"10"</span><span class="p">,</span> <span class="s2">"16"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"11"</span><span class="p">,</span> <span class="s2">"0"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"11"</span><span class="p">,</span> <span class="s2">"1"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"11"</span><span class="p">,</span> <span class="s2">"2"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"11"</span><span class="p">,</span> <span class="s2">"3"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"11"</span><span class="p">,</span> <span class="s2">"4"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"11"</span><span class="p">,</span> <span class="s2">"5"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"11"</span><span class="p">,</span> <span class="s2">"6"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"12"</span><span class="p">,</span> <span class="s2">"0"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"12"</span><span class="p">,</span> <span class="s2">"1"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"12"</span><span class="p">,</span> <span class="s2">"2"</span><span class="p">),</span>
+    <span class="p">(</span><span class="s2">"12"</span><span class="p">,</span> <span class="s2">"3"</span><span class="p">),</span>
+<span class="p">]</span>
+
+<span class="c1"># Photos 5 has persons who are empty string if unidentified face</span>
+<span class="n">_UNKNOWN_PERSON</span> <span class="o">=</span> <span class="s2">"_UNKNOWN_"</span>
+
+<span class="c1"># photos with no reverse geolocation info (place)</span>
+<span class="n">_UNKNOWN_PLACE</span> <span class="o">=</span> <span class="s2">"_UNKNOWN_"</span>
+
+<span class="n">_EXIF_TOOL_URL</span> <span class="o">=</span> <span class="s2">"https://exiftool.org/"</span>
+
+<span class="c1"># Where are shared iCloud photos located?</span>
+<span class="n">_PHOTOS_5_SHARED_PHOTO_PATH</span> <span class="o">=</span> <span class="s2">"resources/cloudsharing/data"</span>
+
+<span class="c1"># What type of file? Based on ZGENERICASSET.ZKIND in Photos 5 database</span>
+<span class="n">_PHOTO_TYPE</span> <span class="o">=</span> <span class="mi">0</span>
+<span class="n">_MOVIE_TYPE</span> <span class="o">=</span> <span class="mi">1</span>
+
+<span class="c1"># Name of XMP template file</span>
+<span class="n">_TEMPLATE_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="vm">__file__</span><span class="p">),</span> <span class="s2">"templates"</span><span class="p">)</span>
+<span class="n">_XMP_TEMPLATE_NAME</span> <span class="o">=</span> <span class="s2">"xmp_sidecar.mako"</span>
+<span class="n">_XMP_TEMPLATE_NAME_BETA</span> <span class="o">=</span> <span class="s2">"xmp_sidecar_beta.mako"</span>
+
+<span class="c1"># Constants used for processing folders and albums</span>
+<span class="n">_PHOTOS_5_ALBUM_KIND</span> <span class="o">=</span> <span class="mi">2</span>  <span class="c1"># normal user album</span>
+<span class="n">_PHOTOS_5_SHARED_ALBUM_KIND</span> <span class="o">=</span> <span class="mi">1505</span>  <span class="c1"># shared album</span>
+<span class="n">_PHOTOS_5_PROJECT_ALBUM_KIND</span> <span class="o">=</span> <span class="mi">1508</span>  <span class="c1"># My Projects (e.g. Calendar, Card, Slideshow)</span>
+<span class="n">_PHOTOS_5_FOLDER_KIND</span> <span class="o">=</span> <span class="mi">4000</span>  <span class="c1"># user folder</span>
+<span class="n">_PHOTOS_5_ROOT_FOLDER_KIND</span> <span class="o">=</span> <span class="mi">3999</span>  <span class="c1"># root folder</span>
+<span class="n">_PHOTOS_5_IMPORT_SESSION_ALBUM_KIND</span> <span class="o">=</span> <span class="mi">1506</span>  <span class="c1"># import session</span>
+
+<span class="n">_PHOTOS_4_ALBUM_KIND</span> <span class="o">=</span> <span class="mi">3</span>  <span class="c1"># RKAlbum.albumSubclass</span>
+<span class="n">_PHOTOS_4_ALBUM_TYPE_ALBUM</span> <span class="o">=</span> <span class="mi">1</span>  <span class="c1"># RKAlbum.albumType</span>
+<span class="n">_PHOTOS_4_ALBUM_TYPE_PROJECT</span> <span class="o">=</span> <span class="mi">9</span>  <span class="c1"># RKAlbum.albumType</span>
+<span class="n">_PHOTOS_4_ALBUM_TYPE_SLIDESHOW</span> <span class="o">=</span> <span class="mi">8</span>  <span class="c1"># RKAlbum.albumType</span>
+<span class="n">_PHOTOS_4_TOP_LEVEL_ALBUMS</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">"TopLevelAlbums"</span><span class="p">,</span>
+    <span class="s2">"TopLevelKeepsakes"</span><span class="p">,</span>
+    <span class="s2">"TopLevelSlideshows"</span><span class="p">,</span>
+<span class="p">]</span>
+<span class="n">_PHOTOS_4_ROOT_FOLDER</span> <span class="o">=</span> <span class="s2">"LibraryFolder"</span>
+
+<span class="c1"># EXIF related constants</span>
+<span class="c1"># max keyword length for IPTC:Keyword, reference</span>
+<span class="c1"># https://www.iptc.org/std/photometadata/documentation/userguide/</span>
+<span class="n">_MAX_IPTC_KEYWORD_LEN</span> <span class="o">=</span> <span class="mi">64</span>
+
+<span class="c1"># Sentinel value for detecting if a template in keyword_template doesn't match</span>
+<span class="c1"># If anyone has a keyword matching this, then too bad...</span>
+<span class="n">_OSXPHOTOS_NONE_SENTINEL</span> <span class="o">=</span> <span class="s2">"OSXPhotosXYZZY42_Sentinel$"</span>
+
+<span class="c1"># SearchInfo categories for Photos 5, corresponds to categories in database/search/psi.sqlite</span>
+<span class="n">SEARCH_CATEGORY_LABEL</span> <span class="o">=</span> <span class="mi">2024</span>
+<span class="n">SEARCH_CATEGORY_PLACE_NAME</span> <span class="o">=</span> <span class="mi">1</span>
+<span class="n">SEARCH_CATEGORY_STREET</span> <span class="o">=</span> <span class="mi">2</span>
+<span class="n">SEARCH_CATEGORY_NEIGHBORHOOD</span> <span class="o">=</span> <span class="mi">3</span>
+<span class="n">SEARCH_CATEGORY_LOCALITY_4</span> <span class="o">=</span> <span class="mi">4</span>
+<span class="n">SEARCH_CATEGORY_SUB_LOCALITY_5</span> <span class="o">=</span> <span class="mi">5</span>
+<span class="n">SEARCH_CATEGORY_SUB_LOCALITY_6</span> <span class="o">=</span> <span class="mi">6</span>
+<span class="n">SEARCH_CATEGORY_CITY</span> <span class="o">=</span> <span class="mi">7</span>
+<span class="n">SEARCH_CATEGORY_LOCALITY_8</span> <span class="o">=</span> <span class="mi">8</span>
+<span class="n">SEARCH_CATEGORY_NAMED_AREA</span> <span class="o">=</span> <span class="mi">9</span>
+<span class="n">SEARCH_CATEGORY_ALL_LOCALITY</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="n">SEARCH_CATEGORY_LOCALITY_4</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_SUB_LOCALITY_5</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_SUB_LOCALITY_6</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_LOCALITY_8</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_NAMED_AREA</span><span class="p">,</span>
+<span class="p">]</span>
+<span class="n">SEARCH_CATEGORY_STATE</span> <span class="o">=</span> <span class="mi">10</span>
+<span class="n">SEARCH_CATEGORY_STATE_ABBREVIATION</span> <span class="o">=</span> <span class="mi">11</span>
+<span class="n">SEARCH_CATEGORY_COUNTRY</span> <span class="o">=</span> <span class="mi">12</span>
+<span class="n">SEARCH_CATEGORY_BODY_OF_WATER</span> <span class="o">=</span> <span class="mi">14</span>
+<span class="n">SEARCH_CATEGORY_MONTH</span> <span class="o">=</span> <span class="mi">1014</span>
+<span class="n">SEARCH_CATEGORY_YEAR</span> <span class="o">=</span> <span class="mi">1015</span>
+<span class="n">SEARCH_CATEGORY_KEYWORDS</span> <span class="o">=</span> <span class="mi">2016</span>
+<span class="n">SEARCH_CATEGORY_TITLE</span> <span class="o">=</span> <span class="mi">2017</span>
+<span class="n">SEARCH_CATEGORY_DESCRIPTION</span> <span class="o">=</span> <span class="mi">2018</span>
+<span class="n">SEARCH_CATEGORY_HOME</span> <span class="o">=</span> <span class="mi">2020</span>
+<span class="n">SEARCH_CATEGORY_PERSON</span> <span class="o">=</span> <span class="mi">2021</span>
+<span class="n">SEARCH_CATEGORY_ACTIVITY</span> <span class="o">=</span> <span class="mi">2027</span>
+<span class="n">SEARCH_CATEGORY_HOLIDAY</span> <span class="o">=</span> <span class="mi">2029</span>
+<span class="n">SEARCH_CATEGORY_SEASON</span> <span class="o">=</span> <span class="mi">2030</span>
+<span class="n">SEARCH_CATEGORY_WORK</span> <span class="o">=</span> <span class="mi">2036</span>
+<span class="n">SEARCH_CATEGORY_VENUE</span> <span class="o">=</span> <span class="mi">2038</span>
+<span class="n">SEARCH_CATEGORY_VENUE_TYPE</span> <span class="o">=</span> <span class="mi">2039</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_VIDEO</span> <span class="o">=</span> <span class="mi">2044</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_SLOMO</span> <span class="o">=</span> <span class="mi">2045</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_LIVE</span> <span class="o">=</span> <span class="mi">2046</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_SCREENSHOT</span> <span class="o">=</span> <span class="mi">2047</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_PANORAMA</span> <span class="o">=</span> <span class="mi">2048</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_TIMELAPSE</span> <span class="o">=</span> <span class="mi">2049</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_BURSTS</span> <span class="o">=</span> <span class="mi">2052</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_PORTRAIT</span> <span class="o">=</span> <span class="mi">2053</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_SELFIES</span> <span class="o">=</span> <span class="mi">2054</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_TYPE_FAVORITES</span> <span class="o">=</span> <span class="mi">2055</span>
+<span class="n">SEARCH_CATEGORY_MEDIA_TYPES</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_VIDEO</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_SLOMO</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_LIVE</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_SCREENSHOT</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_PANORAMA</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_TIMELAPSE</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_BURSTS</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_PORTRAIT</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_SELFIES</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PHOTO_TYPE_FAVORITES</span><span class="p">,</span>
+<span class="p">]</span>
+<span class="n">SEARCH_CATEGORY_PHOTO_NAME</span> <span class="o">=</span> <span class="mi">2056</span>
+
+
+<span class="c1"># Max filename length on MacOS</span>
+<span class="n">MAX_FILENAME_LEN</span> <span class="o">=</span> <span class="mi">255</span>
+
+<span class="c1"># Max directory name length on MacOS</span>
+<span class="n">MAX_DIRNAME_LEN</span> <span class="o">=</span> <span class="mi">255</span>
+
+<span class="c1"># Default JPEG quality when converting to JPEG</span>
+<span class="n">DEFAULT_JPEG_QUALITY</span> <span class="o">=</span> <span class="mf">1.0</span>
+
+<span class="c1"># Default suffix to add to edited images</span>
+<span class="n">DEFAULT_EDITED_SUFFIX</span> <span class="o">=</span> <span class="s2">"_edited"</span>
+
+<span class="c1"># Default suffix to add to original images</span>
+<span class="n">DEFAULT_ORIGINAL_SUFFIX</span> <span class="o">=</span> <span class="s2">""</span>
+
+<span class="c1"># Default suffix to add to preview images</span>
+<span class="n">DEFAULT_PREVIEW_SUFFIX</span> <span class="o">=</span> <span class="s2">"_preview"</span>
+
+<span class="c1"># Bit masks for --sidecar</span>
+<span class="n">SIDECAR_JSON</span> <span class="o">=</span> <span class="mh">0x1</span>
+<span class="n">SIDECAR_EXIFTOOL</span> <span class="o">=</span> <span class="mh">0x2</span>
+<span class="n">SIDECAR_XMP</span> <span class="o">=</span> <span class="mh">0x4</span>
+
+<span class="c1"># supported attributes for --xattr-template</span>
+<span class="n">EXTENDED_ATTRIBUTE_NAMES</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">"authors"</span><span class="p">,</span>
+    <span class="s2">"comment"</span><span class="p">,</span>
+    <span class="s2">"copyright"</span><span class="p">,</span>
+    <span class="s2">"creator"</span><span class="p">,</span>
+    <span class="s2">"description"</span><span class="p">,</span>
+    <span class="s2">"findercomment"</span><span class="p">,</span>
+    <span class="s2">"headline"</span><span class="p">,</span>
+    <span class="s2">"keywords"</span><span class="p">,</span>
+    <span class="s2">"participants"</span><span class="p">,</span>
+    <span class="s2">"projects"</span><span class="p">,</span>
+    <span class="s2">"rating"</span><span class="p">,</span>
+    <span class="s2">"subject"</span><span class="p">,</span>
+    <span class="s2">"title"</span><span class="p">,</span>
+    <span class="s2">"version"</span><span class="p">,</span>
+<span class="p">]</span>
+<span class="n">EXTENDED_ATTRIBUTE_NAMES_QUOTED</span> <span class="o">=</span> <span class="p">[</span><span class="sa">f</span><span class="s2">"'</span><span class="si">{</span><span class="n">x</span><span class="si">}</span><span class="s2">'"</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">EXTENDED_ATTRIBUTE_NAMES</span><span class="p">]</span>
+
+
+<span class="c1"># name of export DB</span>
+<span class="n">OSXPHOTOS_EXPORT_DB</span> <span class="o">=</span> <span class="s2">".osxphotos_export.db"</span>
+
+<span class="c1"># bit flags for burst images ("burstPickType")</span>
+<span class="n">BURST_PICK_TYPE_NONE</span> <span class="o">=</span> <span class="mb">0b0</span>  <span class="c1"># 0: sometimes used for single images with a burst UUID</span>
+<span class="n">BURST_NOT_SELECTED</span> <span class="o">=</span> <span class="mb">0b10</span>  <span class="c1"># 2: burst image is not selected</span>
+<span class="n">BURST_DEFAULT_PICK</span> <span class="o">=</span> <span class="mb">0b100</span>  <span class="c1"># 4: burst image is the one Photos picked to be key image before any selections made</span>
+<span class="n">BURST_SELECTED</span> <span class="o">=</span> <span class="mb">0b1000</span>  <span class="c1"># 8: burst image is selected</span>
+<span class="n">BURST_KEY</span> <span class="o">=</span> <span class="mb">0b10000</span>  <span class="c1"># 16: burst image is the key photo (top of burst stack)</span>
+<span class="n">BURST_UNKNOWN</span> <span class="o">=</span> <span class="mb">0b100000</span>  <span class="c1"># 32: this is almost always set with BURST_DEFAULT_PICK and never if BURST_DEFAULT_PICK is not set.  I think this has something to do with what algorithm Photos used to pick the default image</span>
+
+<span class="n">LIVE_VIDEO_EXTENSIONS</span> <span class="o">=</span> <span class="p">[</span><span class="s2">".mov"</span><span class="p">]</span>
+
+<span class="c1"># categories that --post-command can be used with; these map to ExportResults fields</span>
+<span class="n">POST_COMMAND_CATEGORIES</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">"exported"</span><span class="p">:</span> <span class="s2">"All exported files"</span><span class="p">,</span>
+    <span class="s2">"new"</span><span class="p">:</span> <span class="s2">"When used with '--update', all newly exported files"</span><span class="p">,</span>
+    <span class="s2">"updated"</span><span class="p">:</span> <span class="s2">"When used with '--update', all files which were previously exported but updated this time"</span><span class="p">,</span>
+    <span class="s2">"skipped"</span><span class="p">:</span> <span class="s2">"When used with '--update', all files which were skipped (because they were previously exported and didn't change)"</span><span class="p">,</span>
+    <span class="s2">"missing"</span><span class="p">:</span> <span class="s2">"All files which were not exported because they were missing from the Photos library"</span><span class="p">,</span>
+    <span class="s2">"exif_updated"</span><span class="p">:</span> <span class="s2">"When used with '--exiftool', all files on which exiftool updated the metadata"</span><span class="p">,</span>
+    <span class="s2">"touched"</span><span class="p">:</span> <span class="s2">"When used with '--touch-file', all files where the date was touched"</span><span class="p">,</span>
+    <span class="s2">"converted_to_jpeg"</span><span class="p">:</span> <span class="s2">"When used with '--convert-to-jpeg', all files which were converted to jpeg"</span><span class="p">,</span>
+    <span class="s2">"sidecar_json_written"</span><span class="p">:</span> <span class="s2">"When used with '--sidecar json', all JSON sidecar files which were written"</span><span class="p">,</span>
+    <span class="s2">"sidecar_json_skipped"</span><span class="p">:</span> <span class="s2">"When used with '--sidecar json' and '--update', all JSON sidecar files which were skipped"</span><span class="p">,</span>
+    <span class="s2">"sidecar_exiftool_written"</span><span class="p">:</span> <span class="s2">"When used with '--sidecar exiftool', all exiftool sidecar files which were written"</span><span class="p">,</span>
+    <span class="s2">"sidecar_exiftool_skipped"</span><span class="p">:</span> <span class="s2">"When used with '--sidecar exiftool' and '--update, all exiftool sidecar files which were skipped"</span><span class="p">,</span>
+    <span class="s2">"sidecar_xmp_written"</span><span class="p">:</span> <span class="s2">"When used with '--sidecar xmp', all XMP sidecar files which were written"</span><span class="p">,</span>
+    <span class="s2">"sidecar_xmp_skipped"</span><span class="p">:</span> <span class="s2">"When used with '--sidecar xmp' and '--update', all XMP sidecar files which were skipped"</span><span class="p">,</span>
+    <span class="s2">"error"</span><span class="p">:</span> <span class="s2">"All files which produced an error during export"</span><span class="p">,</span>
+    <span class="c1"># "deleted_files": "When used with '--cleanup', all files deleted during the export",</span>
+    <span class="c1"># "deleted_directories": "When used with '--cleanup', all directories deleted during the export",</span>
+<span class="p">}</span>
+
+
+<div class="viewcode-block" id="AlbumSortOrder"><a class="viewcode-back" href="../../reference.html#osxphotos.AlbumSortOrder">[docs]</a><span class="k">class</span> <span class="nc">AlbumSortOrder</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
+    <span class="sd">"""Album Sort Order"""</span>
+
+    <span class="n">UNKNOWN</span> <span class="o">=</span> <span class="mi">0</span>
+    <span class="n">MANUAL</span> <span class="o">=</span> <span class="mi">1</span>
+    <span class="n">NEWEST_FIRST</span> <span class="o">=</span> <span class="mi">2</span>
+    <span class="n">OLDEST_FIRST</span> <span class="o">=</span> <span class="mi">3</span>
+    <span class="n">TITLE</span> <span class="o">=</span> <span class="mi">5</span></div>
+
+
+<span class="n">TEXT_DETECTION_CONFIDENCE_THRESHOLD</span> <span class="o">=</span> <span class="mf">0.75</span>
+
+<span class="c1"># stat sort order for cProfile: https://docs.python.org/3/library/profile.html#pstats.Stats.sort_stats</span>
+<span class="n">PROFILE_SORT_KEYS</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">"calls"</span><span class="p">,</span>
+    <span class="s2">"cumulative"</span><span class="p">,</span>
+    <span class="s2">"cumtime"</span><span class="p">,</span>
+    <span class="s2">"file"</span><span class="p">,</span>
+    <span class="s2">"filename"</span><span class="p">,</span>
+    <span class="s2">"module"</span><span class="p">,</span>
+    <span class="s2">"ncalls"</span><span class="p">,</span>
+    <span class="s2">"pcalls"</span><span class="p">,</span>
+    <span class="s2">"line"</span><span class="p">,</span>
+    <span class="s2">"name"</span><span class="p">,</span>
+    <span class="s2">"nfl"</span><span class="p">,</span>
+    <span class="s2">"stdname"</span><span class="p">,</span>
+    <span class="s2">"time"</span><span class="p">,</span>
+    <span class="s2">"tottime"</span><span class="p">,</span>
+<span class="p">]</span>
+</pre></div>
+        </article>
+      </div>
+      <footer>
+        
+        <div class="related-pages">
+          
+          
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+</html>
--- a/docs/_modules/osxphotos/albuminfo.html
+++ b/docs/_modules/osxphotos/albuminfo.html
@@ -0,0 +1,518 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.albuminfo &#8212; osxphotos 0.47.9 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
+    <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+    <script src="../../_static/jquery.js"></script>
+    <script src="../../_static/underscore.js"></script>
+    <script src="../../_static/doctools.js"></script>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+   
+  <link rel="stylesheet" href="../../_static/custom.css" type="text/css" />
+  
+  
+  <meta name="viewport" content="width=device-width, initial-scale=0.9, maximum-scale=0.9" />
+
+  </head><body>
+  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          
+
+          <div class="body" role="main">
+            
+  <h1>Source code for osxphotos.albuminfo</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">AlbumInfo and FolderInfo classes for dealing with albums and folders</span>
+
+<span class="sd">AlbumInfo class</span>
+<span class="sd">Represents a single Album in the Photos library and provides access to the album&#39;s attributes</span>
+<span class="sd">PhotosDB.albums() returns a list of AlbumInfo objects</span>
+
+<span class="sd">FolderInfo class</span>
+<span class="sd">Represents a single Folder in the Photos library and provides access to the folders attributes</span>
+<span class="sd">PhotosDB.folders() returns a list of FolderInfo objects</span>
+<span class="sd">&quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">timedelta</span><span class="p">,</span> <span class="n">timezone</span>
+
+<span class="kn">from</span> <span class="nn">._constants</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">_PHOTOS_4_ALBUM_KIND</span><span class="p">,</span>
+    <span class="n">_PHOTOS_4_TOP_LEVEL_ALBUMS</span><span class="p">,</span>
+    <span class="n">_PHOTOS_4_VERSION</span><span class="p">,</span>
+    <span class="n">_PHOTOS_5_ALBUM_KIND</span><span class="p">,</span>
+    <span class="n">_PHOTOS_5_FOLDER_KIND</span><span class="p">,</span>
+    <span class="n">TIME_DELTA</span><span class="p">,</span>
+    <span class="n">AlbumSortOrder</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="kn">from</span> <span class="nn">.datetime_utils</span> <span class="kn">import</span> <span class="n">get_local_tz</span>
+<span class="kn">from</span> <span class="nn">.query_builder</span> <span class="kn">import</span> <span class="n">get_query</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">&quot;sort_list_by_keys&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;AlbumInfoBaseClass&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;AlbumInfo&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;ImportInfo&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;ProjectInfo&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;FolderInfo&quot;</span><span class="p">,</span>
+<span class="p">]</span>
+
+
+<span class="k">def</span> <span class="nf">sort_list_by_keys</span><span class="p">(</span><span class="n">values</span><span class="p">,</span> <span class="n">sort_keys</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Sorts list values by a second list sort_keys</span>
+<span class="sd">        e.g. given [&quot;a&quot;,&quot;c&quot;,&quot;b&quot;], [1, 3, 2], returns [&quot;a&quot;, &quot;b&quot;, &quot;c&quot;]</span>
+
+<span class="sd">    Args:</span>
+<span class="sd">        values: a list of values to be sorted</span>
+<span class="sd">        sort_keys: a list of keys to sort values by</span>
+
+<span class="sd">    Returns:</span>
+<span class="sd">        list of values, sorted by sort_keys</span>
+
+<span class="sd">    Raises:</span>
+<span class="sd">        ValueError: raised if len(values) != len(sort_keys)</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">values</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">sort_keys</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;values and sort_keys must have same length&quot;</span><span class="p">)</span>
+
+    <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="o">*</span><span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">sort_keys</span><span class="p">,</span> <span class="n">values</span><span class="p">))))[</span><span class="mi">1</span><span class="p">]</span>
+
+
+<span class="k">class</span> <span class="nc">AlbumInfoBaseClass</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Base class for AlbumInfo, ImportInfo</span>
+<span class="sd">    Info about a specific Album, contains all the details about the album</span>
+<span class="sd">    including folders, photos, etc.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span> <span class="o">=</span> <span class="n">uuid</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_db</span> <span class="o">=</span> <span class="n">db</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_title</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;title&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_creation_date_timestamp</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;creation_date&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_start_date_timestamp</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;start_date&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_end_date_timestamp</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;end_date&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_local_tz</span> <span class="o">=</span> <span class="n">get_local_tz</span><span class="p">(</span>
+            <span class="n">datetime</span><span class="o">.</span><span class="n">fromtimestamp</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_creation_date_timestamp</span> <span class="o">+</span> <span class="n">TIME_DELTA</span><span class="p">)</span>
+        <span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">uuid</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return uuid of album&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">creation_date</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return creation date of album&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_creation_date</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_creation_date</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">datetime</span><span class="o">.</span><span class="n">fromtimestamp</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">_creation_date_timestamp</span> <span class="o">+</span> <span class="n">TIME_DELTA</span>
+                    <span class="p">)</span><span class="o">.</span><span class="n">astimezone</span><span class="p">(</span><span class="n">tz</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_local_tz</span><span class="p">)</span>
+                    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_creation_date_timestamp</span>
+                    <span class="k">else</span> <span class="n">datetime</span><span class="p">(</span><span class="mi">1970</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">astimezone</span><span class="p">(</span>
+                        <span class="n">tz</span><span class="o">=</span><span class="n">timezone</span><span class="p">(</span><span class="n">timedelta</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+            <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_creation_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="p">(</span><span class="mi">1970</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">astimezone</span><span class="p">(</span>
+                    <span class="n">tz</span><span class="o">=</span><span class="n">timezone</span><span class="p">(</span><span class="n">timedelta</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span>
+                <span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_creation_date</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">start_date</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;For Albums, return start date (earliest image) of album or None for albums with no images</span>
+<span class="sd">        For Import Sessions, return start date of import session (when import began)&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_start_date</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_start_date</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">datetime</span><span class="o">.</span><span class="n">fromtimestamp</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">_start_date_timestamp</span> <span class="o">+</span> <span class="n">TIME_DELTA</span>
+                    <span class="p">)</span><span class="o">.</span><span class="n">astimezone</span><span class="p">(</span><span class="n">tz</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_local_tz</span><span class="p">)</span>
+                    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_start_date_timestamp</span>
+                    <span class="k">else</span> <span class="kc">None</span>
+                <span class="p">)</span>
+            <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_start_date</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_start_date</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">end_date</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;For Albums, return end date (most recent image) of album or None for albums with no images</span>
+<span class="sd">        For Import Sessions, return end date of import sessions (when import was completed)&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_end_date</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_end_date</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">datetime</span><span class="o">.</span><span class="n">fromtimestamp</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">_end_date_timestamp</span> <span class="o">+</span> <span class="n">TIME_DELTA</span>
+                    <span class="p">)</span><span class="o">.</span><span class="n">astimezone</span><span class="p">(</span><span class="n">tz</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_local_tz</span><span class="p">)</span>
+                    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_end_date_timestamp</span>
+                    <span class="k">else</span> <span class="kc">None</span>
+                <span class="p">)</span>
+            <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_end_date</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_end_date</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">photos</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="p">[]</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">owner</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Return name of photo owner for shared album (Photos 5+ only), or None if not shared&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_owner</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">personid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">uuid</span><span class="p">][</span>
+                    <span class="s2">&quot;cloudownerhashedpersonid&quot;</span>
+                <span class="p">]</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_owner</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_hashed_person_id</span><span class="p">[</span><span class="n">personid</span><span class="p">][</span><span class="s2">&quot;full_name&quot;</span><span class="p">]</span>
+                    <span class="k">if</span> <span class="n">personid</span>
+                    <span class="k">else</span> <span class="kc">None</span>
+                <span class="p">)</span>
+            <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_owner</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_owner</span>
+
+    <span class="k">def</span> <span class="fm">__len__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return number of photos contained in album&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">photos</span><span class="p">)</span>
+
+
+<div class="viewcode-block" id="AlbumInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.AlbumInfo">[docs]</a><span class="k">class</span> <span class="nc">AlbumInfo</span><span class="p">(</span><span class="n">AlbumInfoBaseClass</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Info about a specific Album, contains all the details about the album</span>
+<span class="sd">    including folders, photos, etc.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">title</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return title / name of album&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_title</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">photos</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return list of photos contained in album sorted in same sort order as Photos&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">uuid</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbums_album</span><span class="p">:</span>
+                <span class="n">uuid</span><span class="p">,</span> <span class="n">sort_order</span> <span class="o">=</span> <span class="nb">zip</span><span class="p">(</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbums_album</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">uuid</span><span class="p">])</span>
+                <span class="n">sorted_uuid</span> <span class="o">=</span> <span class="n">sort_list_by_keys</span><span class="p">(</span><span class="n">uuid</span><span class="p">,</span> <span class="n">sort_order</span><span class="p">)</span>
+                <span class="n">photos</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">photos_by_uuid</span><span class="p">(</span><span class="n">sorted_uuid</span><span class="p">)</span>
+                <span class="n">sort_order</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">sort_order</span>
+                <span class="k">if</span> <span class="n">sort_order</span> <span class="o">==</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">NEWEST_FIRST</span><span class="p">:</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">photos</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">p</span><span class="p">:</span> <span class="n">p</span><span class="o">.</span><span class="n">date</span><span class="p">,</span> <span class="n">reverse</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+                <span class="k">elif</span> <span class="n">sort_order</span> <span class="o">==</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">OLDEST_FIRST</span><span class="p">:</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">photos</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">p</span><span class="p">:</span> <span class="n">p</span><span class="o">.</span><span class="n">date</span><span class="p">)</span>
+                <span class="k">elif</span> <span class="n">sort_order</span> <span class="o">==</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">TITLE</span><span class="p">:</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">photos</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">p</span><span class="p">:</span> <span class="n">p</span><span class="o">.</span><span class="n">title</span> <span class="ow">or</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="c1"># assume AlbumSortOrder.MANUAL</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span> <span class="o">=</span> <span class="n">photos</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">folder_names</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return hierarchical list of folders the album is contained in</span>
+<span class="sd">        the folder list is in form:</span>
+<span class="sd">        [&quot;Top level folder&quot;, &quot;sub folder 1&quot;, &quot;sub folder 2&quot;, ...]</span>
+<span class="sd">        returns empty list if album is not in any folders&quot;&quot;&quot;</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_folder_names</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_folder_names</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_album_folder_hierarchy_list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span><span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_folder_names</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">folder_list</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return hierarchical list of folders the album is contained in</span>
+<span class="sd">        as list of FolderInfo objects in form</span>
+<span class="sd">        [&quot;Top level folder&quot;, &quot;sub folder 1&quot;, &quot;sub folder 2&quot;, ...]</span>
+<span class="sd">        returns empty list if album is not in any folders&quot;&quot;&quot;</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_folders</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_folders</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_album_folder_hierarchy_folderinfo</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span><span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_folders</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">parent</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns FolderInfo object for parent folder or None if no parent (e.g. top-level album)&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parent</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+                <span class="n">parent_uuid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span><span class="p">][</span><span class="s2">&quot;folderUuid&quot;</span><span class="p">]</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_parent</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">FolderInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="n">parent_uuid</span><span class="p">)</span>
+                    <span class="k">if</span> <span class="n">parent_uuid</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">_PHOTOS_4_TOP_LEVEL_ALBUMS</span>
+                    <span class="k">else</span> <span class="kc">None</span>
+                <span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">parent_pk</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span><span class="p">][</span><span class="s2">&quot;parentfolder&quot;</span><span class="p">]</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_parent</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">FolderInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbums_pk</span><span class="p">[</span><span class="n">parent_pk</span><span class="p">])</span>
+                    <span class="k">if</span> <span class="n">parent_pk</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_folder_root_pk</span>
+                    <span class="k">else</span> <span class="kc">None</span>
+                <span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parent</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">sort_order</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return sort order of album&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">MANUAL</span>
+
+        <span class="n">details</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">details</span><span class="p">[</span><span class="s2">&quot;customsortkey&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">details</span><span class="p">[</span><span class="s2">&quot;customsortascending&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">NEWEST_FIRST</span>
+            <span class="k">elif</span> <span class="n">details</span><span class="p">[</span><span class="s2">&quot;customsortascending&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">OLDEST_FIRST</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">UNKNOWN</span>
+        <span class="k">elif</span> <span class="n">details</span><span class="p">[</span><span class="s2">&quot;customsortkey&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">5</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">TITLE</span>
+        <span class="k">elif</span> <span class="n">details</span><span class="p">[</span><span class="s2">&quot;customsortkey&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">MANUAL</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">AlbumSortOrder</span><span class="o">.</span><span class="n">UNKNOWN</span>
+
+<div class="viewcode-block" id="AlbumInfo.photo_index"><a class="viewcode-back" href="../../reference.html#osxphotos.AlbumInfo.photo_index">[docs]</a>    <span class="k">def</span> <span class="nf">photo_index</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">photo</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return index of photo in album (based on album sort order)&quot;&quot;&quot;</span>
+        <span class="k">for</span> <span class="n">index</span><span class="p">,</span> <span class="n">p</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">photos</span><span class="p">):</span>
+            <span class="k">if</span> <span class="n">p</span><span class="o">.</span><span class="n">uuid</span> <span class="o">==</span> <span class="n">photo</span><span class="o">.</span><span class="n">uuid</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">index</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;Photo with uuid </span><span class="si">{</span><span class="n">photo</span><span class="o">.</span><span class="n">uuid</span><span class="si">}</span><span class="s2"> does not appear to be in this album&quot;</span>
+        <span class="p">)</span></div></div>
+
+
+<div class="viewcode-block" id="ImportInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.ImportInfo">[docs]</a><span class="k">class</span> <span class="nc">ImportInfo</span><span class="p">(</span><span class="n">AlbumInfoBaseClass</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Information about import sessions&quot;&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">photos</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return list of photos contained in import session&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="n">uuid_list</span><span class="p">,</span> <span class="n">sort_order</span> <span class="o">=</span> <span class="nb">zip</span><span class="p">(</span>
+                <span class="o">*</span><span class="p">[</span>
+                    <span class="p">(</span><span class="n">uuid</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbphotos</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;fok_import_session&quot;</span><span class="p">])</span>
+                    <span class="k">for</span> <span class="n">uuid</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbphotos</span>
+                    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbphotos</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;import_uuid&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">uuid</span>
+                <span class="p">]</span>
+            <span class="p">)</span>
+            <span class="n">sorted_uuid</span> <span class="o">=</span> <span class="n">sort_list_by_keys</span><span class="p">(</span><span class="n">uuid_list</span><span class="p">,</span> <span class="n">sort_order</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">photos_by_uuid</span><span class="p">(</span><span class="n">sorted_uuid</span><span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span></div>
+
+
+<div class="viewcode-block" id="ProjectInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.ProjectInfo">[docs]</a><span class="k">class</span> <span class="nc">ProjectInfo</span><span class="p">(</span><span class="n">AlbumInfo</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    ProjectInfo with info about projects</span>
+<span class="sd">    Projects are cards, calendars, slideshows, etc.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="o">...</span></div>
+
+
+<span class="k">class</span> <span class="nc">FolderInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Info about a specific folder, contains all the details about the folder</span>
+<span class="sd">    including folders, albums, etc</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span> <span class="o">=</span> <span class="n">uuid</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_db</span> <span class="o">=</span> <span class="n">db</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_title</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbfolder_details</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;name&quot;</span><span class="p">]</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;pk&quot;</span><span class="p">]</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_title</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;title&quot;</span><span class="p">]</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">title</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return title / name of folder&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_title</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">uuid</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return uuid of folder&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">album_info</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return list of albums (as AlbumInfo objects) contained in the folder&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_albums</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+                <span class="n">albums</span> <span class="o">=</span> <span class="p">[</span>
+                    <span class="n">AlbumInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="n">album</span><span class="p">)</span>
+                    <span class="k">for</span> <span class="n">album</span><span class="p">,</span> <span class="n">detail</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+                    <span class="k">if</span> <span class="ow">not</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;intrash&quot;</span><span class="p">]</span>
+                    <span class="ow">and</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;albumSubclass&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="n">_PHOTOS_4_ALBUM_KIND</span>
+                    <span class="ow">and</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;folderUuid&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span>
+                <span class="p">]</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">albums</span> <span class="o">=</span> <span class="p">[</span>
+                    <span class="n">AlbumInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="n">album</span><span class="p">)</span>
+                    <span class="k">for</span> <span class="n">album</span><span class="p">,</span> <span class="n">detail</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+                    <span class="k">if</span> <span class="ow">not</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;intrash&quot;</span><span class="p">]</span>
+                    <span class="ow">and</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;kind&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="n">_PHOTOS_5_ALBUM_KIND</span>
+                    <span class="ow">and</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;parentfolder&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span>
+                <span class="p">]</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_albums</span> <span class="o">=</span> <span class="n">albums</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_albums</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">parent</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns FolderInfo object for parent or None if no parent (e.g. top-level folder)&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parent</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+                <span class="n">parent_uuid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbfolder_details</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span><span class="p">][</span><span class="s2">&quot;parentFolderUuid&quot;</span><span class="p">]</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_parent</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">FolderInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="n">parent_uuid</span><span class="p">)</span>
+                    <span class="k">if</span> <span class="n">parent_uuid</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">_PHOTOS_4_TOP_LEVEL_ALBUMS</span>
+                    <span class="k">else</span> <span class="kc">None</span>
+                <span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">parent_pk</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span><span class="p">][</span><span class="s2">&quot;parentfolder&quot;</span><span class="p">]</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_parent</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">FolderInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbums_pk</span><span class="p">[</span><span class="n">parent_pk</span><span class="p">])</span>
+                    <span class="k">if</span> <span class="n">parent_pk</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_folder_root_pk</span>
+                    <span class="k">else</span> <span class="kc">None</span>
+                <span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parent</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">subfolders</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return list of folders (as FolderInfo objects) contained in the folder&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_folders</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+                <span class="n">folders</span> <span class="o">=</span> <span class="p">[</span>
+                    <span class="n">FolderInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="n">folder</span><span class="p">)</span>
+                    <span class="k">for</span> <span class="n">folder</span><span class="p">,</span> <span class="n">detail</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbfolder_details</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+                    <span class="k">if</span> <span class="ow">not</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;intrash&quot;</span><span class="p">]</span>
+                    <span class="ow">and</span> <span class="ow">not</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;isMagic&quot;</span><span class="p">]</span>
+                    <span class="ow">and</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;parentFolderUuid&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">_uuid</span>
+                <span class="p">]</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">folders</span> <span class="o">=</span> <span class="p">[</span>
+                    <span class="n">FolderInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">uuid</span><span class="o">=</span><span class="n">album</span><span class="p">)</span>
+                    <span class="k">for</span> <span class="n">album</span><span class="p">,</span> <span class="n">detail</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbalbum_details</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+                    <span class="k">if</span> <span class="ow">not</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;intrash&quot;</span><span class="p">]</span>
+                    <span class="ow">and</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;kind&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="n">_PHOTOS_5_FOLDER_KIND</span>
+                    <span class="ow">and</span> <span class="n">detail</span><span class="p">[</span><span class="s2">&quot;parentfolder&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span>
+                <span class="p">]</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_folders</span> <span class="o">=</span> <span class="n">folders</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_folders</span>
+
+    <span class="k">def</span> <span class="fm">__len__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns count of folders + albums contained in the folder&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">subfolders</span><span class="p">)</span> <span class="o">+</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">album_info</span><span class="p">)</span>
+</pre></div>
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--- a/docs/_modules/osxphotos/debug.html
+++ b/docs/_modules/osxphotos/debug.html
@@ -0,0 +1,206 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.debug &#8212; osxphotos 0.47.9 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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+            
+  <h1>Source code for osxphotos.debug</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Utilities for debugging&quot;&quot;&quot;</span>
+
+<span class="kn">import</span> <span class="nn">logging</span>
+<span class="kn">import</span> <span class="nn">sys</span>
+<span class="kn">import</span> <span class="nn">time</span>
+<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span>
+
+<span class="kn">import</span> <span class="nn">wrapt</span>
+<span class="kn">from</span> <span class="nn">rich</span> <span class="kn">import</span> <span class="nb">print</span>
+
+<span class="c1"># global variable to control debug output</span>
+<span class="c1"># set via --debug</span>
+<span class="n">DEBUG</span> <span class="o">=</span> <span class="kc">False</span>
+
+
+<div class="viewcode-block" id="set_debug"><a class="viewcode-back" href="../../reference.html#osxphotos.set_debug">[docs]</a><span class="k">def</span> <span class="nf">set_debug</span><span class="p">(</span><span class="n">debug</span><span class="p">:</span> <span class="nb">bool</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;set debug flag&quot;&quot;&quot;</span>
+    <span class="k">global</span> <span class="n">DEBUG</span>
+    <span class="n">DEBUG</span> <span class="o">=</span> <span class="n">debug</span>
+    <span class="n">logging</span><span class="o">.</span><span class="n">disable</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">NOTSET</span> <span class="k">if</span> <span class="n">debug</span> <span class="k">else</span> <span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="is_debug"><a class="viewcode-back" href="../../reference.html#osxphotos.is_debug">[docs]</a><span class="k">def</span> <span class="nf">is_debug</span><span class="p">():</span>
+    <span class="sd">&quot;&quot;&quot;return debug flag&quot;&quot;&quot;</span>
+    <span class="k">return</span> <span class="n">DEBUG</span></div>
+
+
+<span class="k">def</span> <span class="nf">debug_watch</span><span class="p">(</span><span class="n">wrapped</span><span class="p">,</span> <span class="n">instance</span><span class="p">,</span> <span class="n">args</span><span class="p">,</span> <span class="n">kwargs</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;For use with wrapt.wrap_function_wrapper to watch calls to a function&quot;&quot;&quot;</span>
+    <span class="n">caller</span> <span class="o">=</span> <span class="n">sys</span><span class="o">.</span><span class="n">_getframe</span><span class="p">()</span><span class="o">.</span><span class="n">f_back</span><span class="o">.</span><span class="n">f_code</span><span class="o">.</span><span class="n">co_name</span>
+    <span class="n">name</span> <span class="o">=</span> <span class="n">wrapped</span><span class="o">.</span><span class="vm">__name__</span>
+    <span class="n">timestamp</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()</span>
+    <span class="nb">print</span><span class="p">(</span>
+        <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">timestamp</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2"> called from </span><span class="si">{</span><span class="n">caller</span><span class="si">}</span><span class="s2"> with args: </span><span class="si">{</span><span class="n">args</span><span class="si">}</span><span class="s2"> and kwargs: </span><span class="si">{</span><span class="n">kwargs</span><span class="si">}</span><span class="s2">&quot;</span>
+    <span class="p">)</span>
+    <span class="n">start_t</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">rv</span> <span class="o">=</span> <span class="n">wrapped</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+    <span class="n">stop_t</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">perf_counter</span><span class="p">()</span>
+    <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">timestamp</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2"> returned: </span><span class="si">{</span><span class="n">rv</span><span class="si">}</span><span class="s2">, elapsed time: </span><span class="si">{</span><span class="n">stop_t</span> <span class="o">-</span> <span class="n">start_t</span><span class="si">}</span><span class="s2"> sec&quot;</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">rv</span>
+
+
+<span class="k">def</span> <span class="nf">debug_breakpoint</span><span class="p">(</span><span class="n">wrapped</span><span class="p">,</span> <span class="n">instance</span><span class="p">,</span> <span class="n">args</span><span class="p">,</span> <span class="n">kwargs</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;For use with wrapt.wrap_function_wrapper to set breakpoint on a function&quot;&quot;&quot;</span>
+    <span class="nb">breakpoint</span><span class="p">()</span>
+    <span class="k">return</span> <span class="n">wrapped</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">wrap_function</span><span class="p">(</span><span class="n">function_path</span><span class="p">,</span> <span class="n">wrapper</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Wrap a function with wrapper function&quot;&quot;&quot;</span>
+    <span class="n">module</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="n">function_path</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;.&quot;</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+    <span class="k">try</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">wrapt</span><span class="o">.</span><span class="n">wrap_function_wrapper</span><span class="p">(</span><span class="n">module</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">wrapper</span><span class="p">)</span>
+    <span class="k">except</span> <span class="ne">AttributeError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">AttributeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">module</span><span class="si">}</span><span class="s2">.</span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2"> does not exist&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">e</span>
+
+
+<span class="k">def</span> <span class="nf">get_debug_options</span><span class="p">(</span><span class="n">arg_names</span><span class="p">:</span> <span class="n">List</span><span class="p">,</span> <span class="n">argv</span><span class="p">:</span> <span class="n">List</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Get the options for the debug options;</span>
+<span class="sd">    Some of the debug options like --watch and --breakpoint need to be processed before any other packages are loaded</span>
+<span class="sd">    so they can&#39;t be handled in the normal click argument processing, thus this function is called</span>
+<span class="sd">    from osxphotos/cli/__init__.py</span>
+
+<span class="sd">    Assumes multi-valued options are OK and that all options take form of --option VALUE or --option=VALUE</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># argv[0] is the program name</span>
+    <span class="c1"># argv[1] is the command</span>
+    <span class="c1"># argv[2:] are the arguments</span>
+    <span class="n">args</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="k">for</span> <span class="n">arg_name</span> <span class="ow">in</span> <span class="n">arg_names</span><span class="p">:</span>
+        <span class="k">for</span> <span class="n">idx</span><span class="p">,</span> <span class="n">arg</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">argv</span><span class="p">[</span><span class="mi">1</span><span class="p">:]):</span>
+            <span class="k">if</span> <span class="n">arg</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">arg_name</span><span class="si">}</span><span class="s2">=&quot;</span><span class="p">):</span>
+                <span class="n">arg_value</span> <span class="o">=</span> <span class="n">arg</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;=&quot;</span><span class="p">)[</span><span class="mi">1</span><span class="p">]</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">args</span><span class="p">[</span><span class="n">arg</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">arg_value</span><span class="p">)</span>
+                <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+                    <span class="n">args</span><span class="p">[</span><span class="n">arg</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="n">arg_value</span><span class="p">]</span>
+            <span class="k">elif</span> <span class="n">arg</span> <span class="o">==</span> <span class="n">arg_name</span><span class="p">:</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">args</span><span class="p">[</span><span class="n">arg</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">argv</span><span class="p">[</span><span class="n">idx</span> <span class="o">+</span> <span class="mi">2</span><span class="p">])</span>
+                <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+                    <span class="k">try</span><span class="p">:</span>
+                        <span class="n">args</span><span class="p">[</span><span class="n">arg</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="n">argv</span><span class="p">[</span><span class="n">idx</span> <span class="o">+</span> <span class="mi">2</span><span class="p">]]</span>
+                    <span class="k">except</span> <span class="ne">IndexError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+                        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Missing value for </span><span class="si">{</span><span class="n">arg</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">e</span>
+                <span class="k">except</span> <span class="ne">IndexError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+                    <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Missing value for </span><span class="si">{</span><span class="n">arg</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">e</span>
+    <span class="k">return</span> <span class="n">args</span>
+
+
+<span class="k">def</span> <span class="nf">get_debug_flags</span><span class="p">(</span><span class="n">arg_names</span><span class="p">:</span> <span class="n">List</span><span class="p">,</span> <span class="n">argv</span><span class="p">:</span> <span class="n">List</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Get the flags for the debug options;</span>
+<span class="sd">    Processes flags like --debug that resolve to True or False</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># argv[0] is the program name</span>
+    <span class="c1"># argv[1] is the command</span>
+    <span class="c1"># argv[2:] are the arguments</span>
+    <span class="n">args</span> <span class="o">=</span> <span class="p">{</span><span class="n">arg_name</span><span class="p">:</span> <span class="kc">False</span> <span class="k">for</span> <span class="n">arg_name</span> <span class="ow">in</span> <span class="n">arg_names</span><span class="p">}</span>
+    <span class="k">for</span> <span class="n">arg_name</span> <span class="ow">in</span> <span class="n">arg_names</span><span class="p">:</span>
+        <span class="k">if</span> <span class="n">arg_name</span> <span class="ow">in</span> <span class="n">argv</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
+            <span class="n">args</span><span class="p">[</span><span class="n">arg_name</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
+    <span class="k">return</span> <span class="n">args</span>
+</pre></div>
+
+          </div>
+          
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+<h1 class="logo"><a href="../../index.html">osxphotos</a></h1>
+
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--- a/docs/_modules/osxphotos/exifinfo.html
+++ b/docs/_modules/osxphotos/exifinfo.html
@@ -0,0 +1,133 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.exifinfo &#8212; osxphotos 0.47.9 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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+            
+  <h1>Source code for osxphotos.exifinfo</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot; ExifInfo class to expose EXIF info from the library &quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;ExifInfo&quot;</span><span class="p">]</span>
+
+
+<div class="viewcode-block" id="ExifInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.ExifInfo">[docs]</a><span class="nd">@dataclass</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">ExifInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;EXIF info associated with a photo from the Photos library&quot;&quot;&quot;</span>
+
+    <span class="n">flash_fired</span><span class="p">:</span> <span class="nb">bool</span>
+    <span class="n">iso</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">metering_mode</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">sample_rate</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">track_format</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">white_balance</span><span class="p">:</span> <span class="nb">int</span>
+    <span class="n">aperture</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">bit_rate</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">duration</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">exposure_bias</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">focal_length</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">fps</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">latitude</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">longitude</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">shutter_speed</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">camera_make</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">camera_model</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">codec</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">lens_model</span><span class="p">:</span> <span class="nb">str</span></div>
+</pre></div>
+
+          </div>
+          
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+<li class="toctree-l1"><a class="reference internal" href="../../reference.html">osxphotos package</a></li>
+</ul>
+
+<div class="relations">
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+  <li><a href="../../index.html">Documentation overview</a><ul>
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--- a/docs/_modules/osxphotos/exiftool.html
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+        <article role="main">
+          <h1>Source code for osxphotos.exiftool</h1><div class="highlight"><pre>
+<span></span><span class="sd">""" Yet another simple exiftool wrapper </span>
+<span class="sd">    I rolled my own for following reasons: </span>
+<span class="sd">    1. I wanted something under MIT license (best alternative was licensed under GPL/BSD)</span>
+<span class="sd">    2. I wanted singleton behavior so only a single exiftool process was ever running</span>
+<span class="sd">    3. When used as a context manager, I wanted the operations to batch until exiting the context (improved performance)</span>
+<span class="sd">    If these aren't important to you, I highly recommend you use Sven Marnach's excellent </span>
+<span class="sd">    pyexiftool: https://github.com/smarnach/pyexiftool which provides more functionality """</span>
+
+<span class="kn">import</span> <span class="nn">atexit</span>
+<span class="kn">import</span> <span class="nn">html</span>
+<span class="kn">import</span> <span class="nn">json</span>
+<span class="kn">import</span> <span class="nn">logging</span>
+<span class="kn">import</span> <span class="nn">os</span>
+<span class="kn">import</span> <span class="nn">pathlib</span>
+<span class="kn">import</span> <span class="nn">re</span>
+<span class="kn">import</span> <span class="nn">shutil</span>
+<span class="kn">import</span> <span class="nn">subprocess</span>
+<span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">ABC</span><span class="p">,</span> <span class="n">abstractmethod</span>
+<span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">lru_cache</span>  <span class="c1"># pylint: disable=syntax-error</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">"escape_str"</span><span class="p">,</span>
+    <span class="s2">"exiftool_can_write"</span><span class="p">,</span>
+    <span class="s2">"ExifTool"</span><span class="p">,</span>
+    <span class="s2">"ExifToolCaching"</span><span class="p">,</span>
+    <span class="s2">"get_exiftool_path"</span><span class="p">,</span>
+    <span class="s2">"terminate_exiftool"</span><span class="p">,</span>
+    <span class="s2">"unescape_str"</span><span class="p">,</span>
+<span class="p">]</span>
+
+<span class="c1"># exiftool -stay_open commands outputs this EOF marker after command is run</span>
+<span class="n">EXIFTOOL_STAYOPEN_EOF</span> <span class="o">=</span> <span class="s2">"</span><span class="si">{ready}</span><span class="s2">"</span>
+<span class="n">EXIFTOOL_STAYOPEN_EOF_LEN</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">EXIFTOOL_STAYOPEN_EOF</span><span class="p">)</span>
+
+<span class="c1"># list of exiftool processes to cleanup when exiting or when terminate is called</span>
+<span class="n">EXIFTOOL_PROCESSES</span> <span class="o">=</span> <span class="p">[]</span>
+
+<span class="c1"># exiftool supported file types, created by utils/exiftool_supported_types.py</span>
+<span class="n">EXIFTOOL_FILETYPES_JSON</span> <span class="o">=</span> <span class="s2">"exiftool_filetypes.json"</span>
+<span class="k">with</span> <span class="p">(</span><span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span><span class="vm">__file__</span><span class="p">)</span><span class="o">.</span><span class="n">parent</span> <span class="o">/</span> <span class="n">EXIFTOOL_FILETYPES_JSON</span><span class="p">)</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="s2">"r"</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+    <span class="n">EXIFTOOL_SUPPORTED_FILETYPES</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">exiftool_can_write</span><span class="p">(</span><span class="n">suffix</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+    <span class="sd">"""Return True if exiftool supports writing to a file with the given suffix, otherwise False"""</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">suffix</span><span class="p">:</span>
+        <span class="k">return</span> <span class="kc">False</span>
+    <span class="n">suffix</span> <span class="o">=</span> <span class="n">suffix</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
+    <span class="k">if</span> <span class="n">suffix</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="s2">"."</span><span class="p">:</span>
+        <span class="n">suffix</span> <span class="o">=</span> <span class="n">suffix</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>
+    <span class="k">return</span> <span class="p">(</span>
+        <span class="n">suffix</span> <span class="ow">in</span> <span class="n">EXIFTOOL_SUPPORTED_FILETYPES</span>
+        <span class="ow">and</span> <span class="n">EXIFTOOL_SUPPORTED_FILETYPES</span><span class="p">[</span><span class="n">suffix</span><span class="p">][</span><span class="s2">"write"</span><span class="p">]</span>
+    <span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">escape_str</span><span class="p">(</span><span class="n">s</span><span class="p">):</span>
+    <span class="sd">"""escape string for use with exiftool -E"""</span>
+    <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="n">s</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">str</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">s</span>
+    <span class="n">s</span> <span class="o">=</span> <span class="n">html</span><span class="o">.</span><span class="n">escape</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
+    <span class="n">s</span> <span class="o">=</span> <span class="n">s</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"</span><span class="se">\n</span><span class="s2">"</span><span class="p">,</span> <span class="s2">"&amp;#xa;"</span><span class="p">)</span>
+    <span class="n">s</span> <span class="o">=</span> <span class="n">s</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"</span><span class="se">\t</span><span class="s2">"</span><span class="p">,</span> <span class="s2">"&amp;#x9;"</span><span class="p">)</span>
+    <span class="n">s</span> <span class="o">=</span> <span class="n">s</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"</span><span class="se">\r</span><span class="s2">"</span><span class="p">,</span> <span class="s2">"&amp;#xd;"</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">s</span>
+
+
+<span class="k">def</span> <span class="nf">unescape_str</span><span class="p">(</span><span class="n">s</span><span class="p">):</span>
+    <span class="sd">"""unescape an HTML string returned by exiftool -E"""</span>
+    <span class="k">if</span> <span class="nb">type</span><span class="p">(</span><span class="n">s</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">str</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">s</span>
+    <span class="c1"># avoid " in values which result in json.loads() throwing an exception, #636</span>
+    <span class="n">s</span> <span class="o">=</span> <span class="n">s</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"&amp;quot;"</span><span class="p">,</span> <span class="s1">'</span><span class="se">\\</span><span class="s1">"'</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">html</span><span class="o">.</span><span class="n">unescape</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
+
+
+<span class="nd">@atexit</span><span class="o">.</span><span class="n">register</span>
+<span class="k">def</span> <span class="nf">terminate_exiftool</span><span class="p">():</span>
+    <span class="sd">"""Terminate any running ExifTool subprocesses; call this to cleanup when done using ExifTool"""</span>
+    <span class="k">for</span> <span class="n">proc</span> <span class="ow">in</span> <span class="n">EXIFTOOL_PROCESSES</span><span class="p">:</span>
+        <span class="n">proc</span><span class="o">.</span><span class="n">_stop_proc</span><span class="p">()</span>
+
+
+<span class="nd">@lru_cache</span><span class="p">(</span><span class="n">maxsize</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+<span class="k">def</span> <span class="nf">get_exiftool_path</span><span class="p">():</span>
+    <span class="sd">"""return path of exiftool, cache result"""</span>
+    <span class="k">if</span> <span class="n">exiftool_path</span> <span class="o">:=</span> <span class="n">shutil</span><span class="o">.</span><span class="n">which</span><span class="p">(</span><span class="s2">"exiftool"</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">exiftool_path</span><span class="o">.</span><span class="n">rstrip</span><span class="p">()</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">FileNotFoundError</span><span class="p">(</span>
+            <span class="s2">"Could not find exiftool. Please download and install from "</span>
+            <span class="s2">"https://exiftool.org/"</span>
+        <span class="p">)</span>
+
+
+<span class="k">class</span> <span class="nc">_ExifToolProc</span><span class="p">:</span>
+    <span class="sd">"""Runs exiftool in a subprocess via Popen</span>
+<span class="sd">    Creates a singleton object"""</span>
+
+    <span class="k">def</span> <span class="fm">__new__</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+        <span class="sd">"""create new object or return instance of already created singleton"""</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="s2">"instance"</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="bp">cls</span><span class="o">.</span><span class="n">instance</span><span class="p">:</span>
+            <span class="bp">cls</span><span class="o">.</span><span class="n">instance</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__new__</span><span class="p">(</span><span class="bp">cls</span><span class="p">)</span>
+
+        <span class="k">return</span> <span class="bp">cls</span><span class="o">.</span><span class="n">instance</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">exiftool</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="sd">"""construct _ExifToolProc singleton object or return instance of already created object</span>
+<span class="sd">        exiftool: optional path to exiftool binary (if not provided, will search path to find it)</span>
+<span class="sd">        """</span>
+
+        <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">"_process_running"</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process_running</span><span class="p">:</span>
+            <span class="c1"># already running</span>
+            <span class="k">if</span> <span class="n">exiftool</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">exiftool</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_exiftool</span><span class="p">:</span>
+                <span class="n">logging</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span>
+                    <span class="sa">f</span><span class="s2">"exiftool subprocess already running, "</span>
+                    <span class="sa">f</span><span class="s2">"ignoring exiftool=</span><span class="si">{</span><span class="n">exiftool</span><span class="si">}</span><span class="s2">"</span>
+                <span class="p">)</span>
+            <span class="k">return</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_process_running</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_exiftool</span> <span class="o">=</span> <span class="n">exiftool</span> <span class="ow">or</span> <span class="n">get_exiftool_path</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_start_proc</span><span class="p">()</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">process</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""return the exiftool subprocess"""</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process_running</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_start_proc</span><span class="p">()</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">pid</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""return process id (PID) of the exiftool process"""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">pid</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">exiftool</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""return path to exiftool process"""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_exiftool</span>
+
+    <span class="k">def</span> <span class="nf">_start_proc</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""start exiftool in batch mode"""</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process_running</span><span class="p">:</span>
+            <span class="n">logging</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span><span class="s2">"exiftool already running: </span><span class="si">{self._process}</span><span class="s2">"</span><span class="p">)</span>
+            <span class="k">return</span>
+
+        <span class="c1"># open exiftool process</span>
+        <span class="c1"># make sure /usr/bin at start of path so exiftool can find xattr (see #636)</span>
+        <span class="n">env</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+        <span class="n">env</span><span class="p">[</span><span class="s2">"PATH"</span><span class="p">]</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'/usr/bin/:</span><span class="si">{</span><span class="n">env</span><span class="p">[</span><span class="s2">"PATH"</span><span class="p">]</span><span class="si">}</span><span class="s1">'</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_process</span> <span class="o">=</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">Popen</span><span class="p">(</span>
+            <span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_exiftool</span><span class="p">,</span>
+                <span class="s2">"-stay_open"</span><span class="p">,</span>  <span class="c1"># keep process open in batch mode</span>
+                <span class="s2">"True"</span><span class="p">,</span>  <span class="c1"># -stay_open=True, keep process open in batch mode</span>
+                <span class="s2">"-@"</span><span class="p">,</span>  <span class="c1"># read command-line arguments from file</span>
+                <span class="s2">"-"</span><span class="p">,</span>  <span class="c1"># read from stdin</span>
+                <span class="s2">"-common_args"</span><span class="p">,</span>  <span class="c1"># specifies args common to all commands subsequently run</span>
+                <span class="s2">"-n"</span><span class="p">,</span>  <span class="c1"># no print conversion (e.g. print tag values in machine readable format)</span>
+                <span class="s2">"-P"</span><span class="p">,</span>  <span class="c1"># Preserve file modification date/time</span>
+                <span class="s2">"-G"</span><span class="p">,</span>  <span class="c1"># print group name for each tag</span>
+                <span class="s2">"-E"</span><span class="p">,</span>  <span class="c1"># escape tag values for HTML (allows use of HTML &amp;#xa; for newlines)</span>
+            <span class="p">],</span>
+            <span class="n">stdin</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">PIPE</span><span class="p">,</span>
+            <span class="n">stdout</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">PIPE</span><span class="p">,</span>
+            <span class="n">stderr</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">STDOUT</span><span class="p">,</span>
+            <span class="n">env</span><span class="o">=</span><span class="n">env</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_process_running</span> <span class="o">=</span> <span class="kc">True</span>
+
+        <span class="n">EXIFTOOL_PROCESSES</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">_stop_proc</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""stop the exiftool process if it's running, otherwise, do nothing"""</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process_running</span><span class="p">:</span>
+            <span class="k">return</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">stdin</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="sa">b</span><span class="s2">"-stay_open</span><span class="se">\n</span><span class="s2">"</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">stdin</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="sa">b</span><span class="s2">"False</span><span class="se">\n</span><span class="s2">"</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">stdin</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
+        <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+            <span class="k">pass</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">communicate</span><span class="p">(</span><span class="n">timeout</span><span class="o">=</span><span class="mi">5</span><span class="p">)</span>
+        <span class="k">except</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">TimeoutExpired</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">kill</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">communicate</span><span class="p">()</span>
+
+        <span class="k">del</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_process_running</span> <span class="o">=</span> <span class="kc">False</span>
+
+
+<div class="viewcode-block" id="ExifTool"><a class="viewcode-back" href="../../reference.html#osxphotos.ExifTool">[docs]</a><span class="k">class</span> <span class="nc">ExifTool</span><span class="p">:</span>
+    <span class="sd">"""Basic exiftool interface for reading and writing EXIF tags"""</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">filepath</span><span class="p">,</span> <span class="n">exiftool</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">flags</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="sd">"""Create ExifTool object</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            file: path to image file</span>
+<span class="sd">            exiftool: path to exiftool, if not specified will look in path</span>
+<span class="sd">            overwrite: if True, will overwrite image file without creating backup, default=False</span>
+<span class="sd">            flags: optional list of exiftool flags to prepend to exiftool command when writing metadata (e.g. -m or -F)</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            ExifTool instance</span>
+<span class="sd">        """</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">file</span> <span class="o">=</span> <span class="n">filepath</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">overwrite</span> <span class="o">=</span> <span class="n">overwrite</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">flags</span> <span class="o">=</span> <span class="n">flags</span> <span class="ow">or</span> <span class="p">[]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="p">{}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">warning</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">error</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="c1"># if running as a context manager, self._context_mgr will be True</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_context_mgr</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_exiftoolproc</span> <span class="o">=</span> <span class="n">_ExifToolProc</span><span class="p">(</span><span class="n">exiftool</span><span class="o">=</span><span class="n">exiftool</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_read_exif</span><span class="p">()</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">_process</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_exiftoolproc</span><span class="o">.</span><span class="n">process</span>
+
+<div class="viewcode-block" id="ExifTool.setvalue"><a class="viewcode-back" href="../../reference.html#osxphotos.ExifTool.setvalue">[docs]</a>    <span class="k">def</span> <span class="nf">setvalue</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tag</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
+        <span class="sd">"""Set tag to value(s); if value is None, will delete tag</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            tag: str; name of tag to set</span>
+<span class="sd">            value: str; value to set tag to</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            True if success otherwise False</span>
+
+<span class="sd">            If error generated by exiftool, returns False and sets self.error to error string</span>
+<span class="sd">            If warning generated by exiftool, returns True (unless there was also an error) and sets self.warning to warning string</span>
+<span class="sd">            If called in context manager, returns True (execution is delayed until exiting context manager)</span>
+<span class="sd">        """</span>
+
+        <span class="k">if</span> <span class="n">value</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">value</span> <span class="o">=</span> <span class="s2">""</span>
+        <span class="n">value</span> <span class="o">=</span> <span class="n">escape_str</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+        <span class="n">command</span> <span class="o">=</span> <span class="p">[</span><span class="sa">f</span><span class="s2">"-</span><span class="si">{</span><span class="n">tag</span><span class="si">}</span><span class="s2">=</span><span class="si">{</span><span class="n">value</span><span class="si">}</span><span class="s2">"</span><span class="p">]</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">overwrite</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_context_mgr</span><span class="p">:</span>
+            <span class="n">command</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"-overwrite_original"</span><span class="p">)</span>
+
+        <span class="c1"># avoid "Warning: Some character(s) could not be encoded in Latin" warning</span>
+        <span class="n">command</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"-iptc:codedcharacterset=utf8"</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_context_mgr</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_commands</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">command</span><span class="p">)</span>
+            <span class="k">return</span> <span class="kc">True</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">error</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">run_commands</span><span class="p">(</span><span class="o">*</span><span class="n">command</span><span class="p">)</span>
+            <span class="k">return</span> <span class="n">error</span> <span class="o">==</span> <span class="s2">""</span></div>
+
+<div class="viewcode-block" id="ExifTool.addvalues"><a class="viewcode-back" href="../../reference.html#osxphotos.ExifTool.addvalues">[docs]</a>    <span class="k">def</span> <span class="nf">addvalues</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tag</span><span class="p">,</span> <span class="o">*</span><span class="n">values</span><span class="p">):</span>
+        <span class="sd">"""Add one or more value(s) to tag</span>
+<span class="sd">            If more than one value is passed, each value will be added to the tag</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            tag: str; tag to set</span>
+<span class="sd">            *values: str; one or more values to set</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            True if success otherwise False</span>
+
+<span class="sd">            If error generated by exiftool, returns False and sets self.error to error string</span>
+<span class="sd">            If warning generated by exiftool, returns True (unless there was also an error) and sets self.warning to warning string</span>
+<span class="sd">            If called in context manager, returns True (execution is delayed until exiting context manager)</span>
+
+<span class="sd">        Notes: exiftool may add duplicate values for some tags so the caller must ensure</span>
+<span class="sd">               the values being added are not already in the EXIF data</span>
+<span class="sd">               For some tags, such as IPTC:Keywords, this will add a new value to the list of keywords,</span>
+<span class="sd">               but for others, such as EXIF:ISO, this will literally add a value to the existing value.</span>
+<span class="sd">               It's up to the caller to know what exiftool will do for each tag</span>
+<span class="sd">               If setvalue called before addvalues, exiftool does not appear to add duplicates,</span>
+<span class="sd">               but if addvalues called without first calling setvalue, exiftool will add duplicate values</span>
+<span class="sd">        """</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">values</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">"Must pass at least one value"</span><span class="p">)</span>
+
+        <span class="n">command</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">for</span> <span class="n">value</span> <span class="ow">in</span> <span class="n">values</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">value</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">"Can't add None value to tag"</span><span class="p">)</span>
+            <span class="n">value</span> <span class="o">=</span> <span class="n">escape_str</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+            <span class="n">command</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="sa">f</span><span class="s2">"-</span><span class="si">{</span><span class="n">tag</span><span class="si">}</span><span class="s2">+=</span><span class="si">{</span><span class="n">value</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">overwrite</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_context_mgr</span><span class="p">:</span>
+            <span class="n">command</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"-overwrite_original"</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_context_mgr</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_commands</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">command</span><span class="p">)</span>
+            <span class="k">return</span> <span class="kc">True</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">error</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">run_commands</span><span class="p">(</span><span class="o">*</span><span class="n">command</span><span class="p">)</span>
+            <span class="k">return</span> <span class="n">error</span> <span class="o">==</span> <span class="s2">""</span></div>
+
+<div class="viewcode-block" id="ExifTool.run_commands"><a class="viewcode-back" href="../../reference.html#osxphotos.ExifTool.run_commands">[docs]</a>    <span class="k">def</span> <span class="nf">run_commands</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">commands</span><span class="p">,</span> <span class="n">no_file</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+        <span class="sd">"""Run commands in the exiftool process and return result.</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">                *commands: exiftool commands to run</span>
+<span class="sd">                no_file: (bool) do not pass the filename to exiftool (default=False)</span>
+<span class="sd">                        by default, all commands will be run against self.file</span>
+<span class="sd">                        use no_file=True to run a command without passing the filename</span>
+<span class="sd">        Returns:</span>
+<span class="sd">            (output, warning, errror)</span>
+<span class="sd">            output: bytes is containing output of exiftool commands</span>
+<span class="sd">            warning: if exiftool generated warnings, string containing warning otherwise empty string</span>
+<span class="sd">            error: if exiftool generated errors, string containing otherwise empty string</span>
+
+<span class="sd">        Note: Also sets self.warning and self.error if warning or error generated.</span>
+<span class="sd">        """</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">"_process"</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">"exiftool process is not running"</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">commands</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"must provide one or more command to run"</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_context_mgr</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">overwrite</span><span class="p">:</span>
+            <span class="n">commands</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">commands</span><span class="p">)</span>
+            <span class="n">commands</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"-overwrite_original"</span><span class="p">)</span>
+
+        <span class="n">filename</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">fsencode</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">file</span><span class="p">)</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">no_file</span> <span class="k">else</span> <span class="sa">b</span><span class="s2">""</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">flags</span><span class="p">:</span>
+            <span class="c1"># need to split flags, e.g. so "--ext AVI" becomes ["--ext", "AVI"]</span>
+            <span class="n">flags</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="k">for</span> <span class="n">f</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">flags</span><span class="p">:</span>
+                <span class="n">flags</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">split</span><span class="p">())</span>
+            <span class="n">command_str</span> <span class="o">=</span> <span class="sa">b</span><span class="s2">"</span><span class="se">\n</span><span class="s2">"</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="n">f</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">)</span> <span class="k">for</span> <span class="n">f</span> <span class="ow">in</span> <span class="n">flags</span><span class="p">])</span>
+            <span class="n">command_str</span> <span class="o">+=</span> <span class="sa">b</span><span class="s2">"</span><span class="se">\n</span><span class="s2">"</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">command_str</span> <span class="o">=</span> <span class="sa">b</span><span class="s2">""</span>
+
+        <span class="n">command_str</span> <span class="o">+=</span> <span class="p">(</span>
+            <span class="sa">b</span><span class="s2">"</span><span class="se">\n</span><span class="s2">"</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="n">c</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">)</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">commands</span><span class="p">])</span>
+            <span class="o">+</span> <span class="sa">b</span><span class="s2">"</span><span class="se">\n</span><span class="s2">"</span>
+            <span class="o">+</span> <span class="n">filename</span>
+            <span class="o">+</span> <span class="sa">b</span><span class="s2">"</span><span class="se">\n</span><span class="s2">"</span>
+            <span class="o">+</span> <span class="sa">b</span><span class="s2">"-execute</span><span class="se">\n</span><span class="s2">"</span>
+        <span class="p">)</span>
+
+        <span class="c1"># send the command</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">stdin</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">command_str</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">stdin</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
+
+        <span class="c1"># read the output</span>
+        <span class="n">output</span> <span class="o">=</span> <span class="sa">b</span><span class="s2">""</span>
+        <span class="n">warning</span> <span class="o">=</span> <span class="sa">b</span><span class="s2">""</span>
+        <span class="n">error</span> <span class="o">=</span> <span class="sa">b</span><span class="s2">""</span>
+        <span class="k">while</span> <span class="n">EXIFTOOL_STAYOPEN_EOF</span> <span class="ow">not</span> <span class="ow">in</span> <span class="nb">str</span><span class="p">(</span><span class="n">output</span><span class="p">):</span>
+            <span class="n">line</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">readline</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">line</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="sa">b</span><span class="s2">"Warning"</span><span class="p">):</span>
+                <span class="n">warning</span> <span class="o">+=</span> <span class="n">line</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+            <span class="k">elif</span> <span class="n">line</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="sa">b</span><span class="s2">"Error"</span><span class="p">):</span>
+                <span class="n">error</span> <span class="o">+=</span> <span class="n">line</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">output</span> <span class="o">+=</span> <span class="n">line</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="n">warning</span> <span class="o">=</span> <span class="s2">""</span> <span class="k">if</span> <span class="n">warning</span> <span class="o">==</span> <span class="sa">b</span><span class="s2">""</span> <span class="k">else</span> <span class="n">warning</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">)</span>
+        <span class="n">error</span> <span class="o">=</span> <span class="s2">""</span> <span class="k">if</span> <span class="n">error</span> <span class="o">==</span> <span class="sa">b</span><span class="s2">""</span> <span class="k">else</span> <span class="n">error</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">warning</span> <span class="o">=</span> <span class="n">warning</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">error</span> <span class="o">=</span> <span class="n">error</span>
+
+        <span class="k">return</span> <span class="n">output</span><span class="p">[:</span><span class="o">-</span><span class="n">EXIFTOOL_STAYOPEN_EOF_LEN</span><span class="p">],</span> <span class="n">warning</span><span class="p">,</span> <span class="n">error</span></div>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">pid</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""return process id (PID) of the exiftool process"""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process</span><span class="o">.</span><span class="n">pid</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">version</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""returns exiftool version"""</span>
+        <span class="n">ver</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">run_commands</span><span class="p">(</span><span class="s2">"-ver"</span><span class="p">,</span> <span class="n">no_file</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">ver</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">)</span>
+
+<div class="viewcode-block" id="ExifTool.asdict"><a class="viewcode-back" href="../../reference.html#osxphotos.ExifTool.asdict">[docs]</a>    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tag_groups</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">normalized</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+        <span class="sd">"""return dictionary of all EXIF tags and values from exiftool</span>
+<span class="sd">        returns empty dict if no tags</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            tag_groups: if True (default), dict keys have tag groups, e.g. "IPTC:Keywords"; if False, drops groups from keys, e.g. "Keywords"</span>
+<span class="sd">            normalized: if True, dict keys are all normalized to lower case (default is False)</span>
+<span class="sd">        """</span>
+        <span class="n">json_str</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">run_commands</span><span class="p">(</span><span class="s2">"-json"</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">json_str</span><span class="p">:</span>
+            <span class="k">return</span> <span class="nb">dict</span><span class="p">()</span>
+        <span class="n">json_str</span> <span class="o">=</span> <span class="n">unescape_str</span><span class="p">(</span><span class="n">json_str</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">exifdict</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">json_str</span><span class="p">)</span>
+        <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+            <span class="c1"># will fail with some commands, e.g --ext AVI which produces</span>
+            <span class="c1"># 'No file with specified extension' instead of json</span>
+            <span class="n">logging</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span><span class="sa">f</span><span class="s2">"error loading json returned by exiftool: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">json_str</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
+            <span class="k">return</span> <span class="nb">dict</span><span class="p">()</span>
+        <span class="n">exifdict</span> <span class="o">=</span> <span class="n">exifdict</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">tag_groups</span><span class="p">:</span>
+            <span class="c1"># strip tag groups</span>
+            <span class="n">exif_new</span> <span class="o">=</span> <span class="p">{}</span>
+            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">exifdict</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+                <span class="n">k</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span><span class="sa">r</span><span class="s2">".*:"</span><span class="p">,</span> <span class="s2">""</span><span class="p">,</span> <span class="n">k</span><span class="p">)</span>
+                <span class="n">exif_new</span><span class="p">[</span><span class="n">k</span><span class="p">]</span> <span class="o">=</span> <span class="n">v</span>
+            <span class="n">exifdict</span> <span class="o">=</span> <span class="n">exif_new</span>
+
+        <span class="k">if</span> <span class="n">normalized</span><span class="p">:</span>
+            <span class="n">exifdict</span> <span class="o">=</span> <span class="p">{</span><span class="n">k</span><span class="o">.</span><span class="n">lower</span><span class="p">():</span> <span class="n">v</span> <span class="k">for</span> <span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">exifdict</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
+
+        <span class="k">return</span> <span class="n">exifdict</span></div>
+
+<div class="viewcode-block" id="ExifTool.json"><a class="viewcode-back" href="../../reference.html#osxphotos.ExifTool.json">[docs]</a>    <span class="k">def</span> <span class="nf">json</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""returns JSON string containing all EXIF tags and values from exiftool"""</span>
+        <span class="n">json</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">run_commands</span><span class="p">(</span><span class="s2">"-json"</span><span class="p">)</span>
+        <span class="n">json</span> <span class="o">=</span> <span class="n">unescape_str</span><span class="p">(</span><span class="n">json</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+        <span class="k">return</span> <span class="n">json</span></div>
+
+    <span class="k">def</span> <span class="nf">_read_exif</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""read exif data from file"""</span>
+        <span class="n">data</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">asdict</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="n">v</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="sa">f</span><span class="s2">"file: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">file</span><span class="si">}</span><span class="se">\n</span><span class="s2">exiftool: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">_exiftoolproc</span><span class="o">.</span><span class="n">_exiftool</span><span class="si">}</span><span class="s2">"</span>
+
+    <span class="k">def</span> <span class="fm">__enter__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_context_mgr</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_commands</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">return</span> <span class="bp">self</span>
+
+    <span class="k">def</span> <span class="fm">__exit__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">exc_type</span><span class="p">,</span> <span class="n">exc_value</span><span class="p">,</span> <span class="n">traceback</span><span class="p">):</span>
+        <span class="k">if</span> <span class="n">exc_type</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">False</span>
+        <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">_commands</span><span class="p">:</span>
+            <span class="c1"># run_commands sets self.warning and self.error as needed</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">run_commands</span><span class="p">(</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">_commands</span><span class="p">)</span></div>
+
+
+<span class="k">class</span> <span class="nc">ExifToolCaching</span><span class="p">(</span><span class="n">ExifTool</span><span class="p">):</span>
+    <span class="sd">"""Basic exiftool interface for reading and writing EXIF tags, with caching.</span>
+<span class="sd">    Use this only when you know the file's EXIF data will not be changed by any external process.</span>
+
+<span class="sd">    Creates a singleton cached ExifTool instance"""</span>
+
+    <span class="n">_singletons</span> <span class="o">=</span> <span class="p">{}</span>
+
+    <span class="k">def</span> <span class="fm">__new__</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">filepath</span><span class="p">,</span> <span class="n">exiftool</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="sd">"""create new object or return instance of already created singleton"""</span>
+        <span class="k">if</span> <span class="n">filepath</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_singletons</span><span class="p">:</span>
+            <span class="bp">cls</span><span class="o">.</span><span class="n">_singletons</span><span class="p">[</span><span class="n">filepath</span><span class="p">]</span> <span class="o">=</span> <span class="n">_ExifToolCaching</span><span class="p">(</span><span class="n">filepath</span><span class="p">,</span> <span class="n">exiftool</span><span class="o">=</span><span class="n">exiftool</span><span class="p">)</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_singletons</span><span class="p">[</span><span class="n">filepath</span><span class="p">]</span>
+
+
+<span class="k">class</span> <span class="nc">_ExifToolCaching</span><span class="p">(</span><span class="n">ExifTool</span><span class="p">):</span>
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">filepath</span><span class="p">,</span> <span class="n">exiftool</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="sd">"""Create read-only ExifTool object that caches values</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            file: path to image file</span>
+<span class="sd">            exiftool: path to exiftool, if not specified will look in path</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            ExifTool instance</span>
+<span class="sd">        """</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_json_cache</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_asdict_cache</span> <span class="o">=</span> <span class="p">{}</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">filepath</span><span class="p">,</span> <span class="n">exiftool</span><span class="o">=</span><span class="n">exiftool</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">flags</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">run_commands</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">commands</span><span class="p">,</span> <span class="n">no_file</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+        <span class="k">if</span> <span class="n">commands</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">"-json"</span><span class="p">,</span> <span class="s2">"-ver"</span><span class="p">]:</span>
+            <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="vm">__class__</span><span class="si">}</span><span class="s2"> is read-only"</span><span class="p">)</span>
+        <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">run_commands</span><span class="p">(</span><span class="o">*</span><span class="n">commands</span><span class="p">,</span> <span class="n">no_file</span><span class="o">=</span><span class="n">no_file</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">setvalue</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tag</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
+        <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="vm">__class__</span><span class="si">}</span><span class="s2"> is read-only"</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">addvalues</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tag</span><span class="p">,</span> <span class="o">*</span><span class="n">values</span><span class="p">):</span>
+        <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="vm">__class__</span><span class="si">}</span><span class="s2"> is read-only"</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">json</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_json_cache</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_json_cache</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">json</span><span class="p">()</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_json_cache</span>
+
+    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tag_groups</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">normalized</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+        <span class="sd">"""return dictionary of all EXIF tags and values from exiftool</span>
+<span class="sd">        returns empty dict if no tags</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            tag_groups: if True (default), dict keys have tag groups, e.g. "IPTC:Keywords"; if False, drops groups from keys, e.g. "Keywords"</span>
+<span class="sd">            normalized: if True, dict keys are all normalized to lower case (default is False)</span>
+<span class="sd">        """</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_asdict_cache</span><span class="p">[</span><span class="n">tag_groups</span><span class="p">][</span><span class="n">normalized</span><span class="p">]</span>
+        <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">tag_groups</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_asdict_cache</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_asdict_cache</span><span class="p">[</span><span class="n">tag_groups</span><span class="p">]</span> <span class="o">=</span> <span class="p">{}</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_asdict_cache</span><span class="p">[</span><span class="n">tag_groups</span><span class="p">][</span><span class="n">normalized</span><span class="p">]</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">asdict</span><span class="p">(</span>
+                <span class="n">tag_groups</span><span class="o">=</span><span class="n">tag_groups</span><span class="p">,</span> <span class="n">normalized</span><span class="o">=</span><span class="n">normalized</span>
+            <span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_asdict_cache</span><span class="p">[</span><span class="n">tag_groups</span><span class="p">][</span><span class="n">normalized</span><span class="p">]</span>
+
+    <span class="k">def</span> <span class="nf">flush_cache</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Clear cached data so that calls to json or asdict return fresh data"""</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_json_cache</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_asdict_cache</span> <span class="o">=</span> <span class="p">{}</span>
+</pre></div>
+        </article>
+      </div>
+      <footer>
+        
+        <div class="related-pages">
+          
+          
+        </div>
+        <div class="bottom-of-page">
+          <div class="left-details">
+            <div class="copyright">
+                Copyright &#169; 2021, Rhet Turnbull
+            </div>
+            Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
+            
+            <a href="https://github.com/pradyunsg/furo">Furo</a>
+            
+          </div>
+          <div class="right-details">
+            <div class="icons">
+              
+            </div>
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+        </div>
+        
+      </footer>
+    </div>
+    <aside class="toc-drawer no-toc">
+      
+      
+      
+    </aside>
+  </div>
+</div><script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
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+</html>
--- a/docs/_modules/osxphotos/export_db.html
+++ b/docs/_modules/osxphotos/export_db.html
--- a/docs/_modules/osxphotos/fileutil.html
+++ b/docs/_modules/osxphotos/fileutil.html
@@ -0,0 +1,422 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.fileutil &#8212; osxphotos 0.47.9 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
+    <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+    <script src="../../_static/jquery.js"></script>
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+    <script src="../../_static/doctools.js"></script>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+   
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+  
+  
+  <meta name="viewport" content="width=device-width, initial-scale=0.9, maximum-scale=0.9" />
+
+  </head><body>
+  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          
+
+          <div class="body" role="main">
+            
+  <h1>Source code for osxphotos.fileutil</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot; FileUtil class with methods for copy, hardlink, unlink, etc. &quot;&quot;&quot;</span>
+
+<span class="kn">import</span> <span class="nn">os</span>
+<span class="kn">import</span> <span class="nn">pathlib</span>
+<span class="kn">import</span> <span class="nn">stat</span>
+<span class="kn">import</span> <span class="nn">tempfile</span>
+<span class="kn">import</span> <span class="nn">typing</span> <span class="k">as</span> <span class="nn">t</span>
+<span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">ABC</span><span class="p">,</span> <span class="n">abstractmethod</span>
+<span class="kn">from</span> <span class="nn">tempfile</span> <span class="kn">import</span> <span class="n">TemporaryDirectory</span>
+
+<span class="kn">import</span> <span class="nn">Foundation</span>
+
+<span class="kn">from</span> <span class="nn">.imageconverter</span> <span class="kn">import</span> <span class="n">ImageConverter</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;FileUtilABC&quot;</span><span class="p">,</span> <span class="s2">&quot;FileUtilMacOS&quot;</span><span class="p">,</span> <span class="s2">&quot;FileUtil&quot;</span><span class="p">,</span> <span class="s2">&quot;FileUtilNoOp&quot;</span><span class="p">]</span>
+
+
+<span class="k">class</span> <span class="nc">FileUtilABC</span><span class="p">(</span><span class="n">ABC</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Abstract base class for FileUtil&quot;&quot;&quot;</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">hardlink</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">copy</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">,</span> <span class="n">norsrc</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">unlink</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">rmdir</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">utime</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">times</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">cmp</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">file1</span><span class="p">,</span> <span class="n">file2</span><span class="p">,</span> <span class="n">mtime1</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">cmp_file_sig</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">file1</span><span class="p">,</span> <span class="n">file2</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">file_sig</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">file1</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">convert_to_jpeg</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src_file</span><span class="p">,</span> <span class="n">dest_file</span><span class="p">,</span> <span class="n">compression_quality</span><span class="o">=</span><span class="mf">1.0</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">rename</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">tmpdir</span><span class="p">(</span>
+        <span class="bp">cls</span><span class="p">,</span> <span class="n">prefix</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="nb">dir</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">tempfile</span><span class="o">.</span><span class="n">TemporaryDirectory</span><span class="p">:</span>
+        <span class="k">pass</span>
+
+
+<span class="k">class</span> <span class="nc">FileUtilMacOS</span><span class="p">(</span><span class="n">FileUtilABC</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Various file utilities&quot;&quot;&quot;</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">hardlink</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Hardlinks a file from src path to dest path</span>
+<span class="sd">        src: source path as string</span>
+<span class="sd">        dest: destination path as string</span>
+<span class="sd">        Raises exception if linking fails or either path is None&quot;&quot;&quot;</span>
+
+        <span class="k">if</span> <span class="n">src</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="n">dest</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;src and dest must not be None&quot;</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isfile</span><span class="p">(</span><span class="n">src</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">FileNotFoundError</span><span class="p">(</span><span class="s2">&quot;src file does not appear to exist&quot;</span><span class="p">,</span> <span class="n">src</span><span class="p">)</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">os</span><span class="o">.</span><span class="n">link</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">)</span>
+        <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="n">e</span> <span class="kn">from</span> <span class="nn">e</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">copy</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Copies a file from src path to dest path</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            src: source path as string; must be a valid file path</span>
+<span class="sd">            dest: destination path as string</span>
+<span class="sd">                  dest may be either directory or file; in either case, src file must not exist in dest</span>
+<span class="sd">            Note: src and dest may be either a string or a pathlib.Path object</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            True if copy succeeded</span>
+
+<span class="sd">        Raises:</span>
+<span class="sd">            OSError if copy fails</span>
+<span class="sd">            TypeError if either path is None</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">):</span>
+            <span class="n">src</span> <span class="o">=</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span><span class="n">src</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dest</span><span class="p">,</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">):</span>
+            <span class="n">dest</span> <span class="o">=</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span><span class="n">dest</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">dest</span><span class="o">.</span><span class="n">is_dir</span><span class="p">():</span>
+            <span class="n">dest</span> <span class="o">/=</span> <span class="n">src</span><span class="o">.</span><span class="n">name</span>
+
+        <span class="n">filemgr</span> <span class="o">=</span> <span class="n">Foundation</span><span class="o">.</span><span class="n">NSFileManager</span><span class="o">.</span><span class="n">defaultManager</span><span class="p">()</span>
+        <span class="n">error</span> <span class="o">=</span> <span class="n">filemgr</span><span class="o">.</span><span class="n">copyItemAtPath_toPath_error_</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">src</span><span class="p">),</span> <span class="nb">str</span><span class="p">(</span><span class="n">dest</span><span class="p">),</span> <span class="kc">None</span><span class="p">)</span>
+        <span class="c1"># error is a tuple of (bool, error_string)</span>
+        <span class="c1"># error[0] is True if copy succeeded</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">error</span><span class="p">[</span><span class="mi">0</span><span class="p">]:</span>
+            <span class="k">raise</span> <span class="ne">OSError</span><span class="p">(</span><span class="n">error</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
+        <span class="k">return</span> <span class="kc">True</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">unlink</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">filepath</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;unlink filepath; if it&#39;s pathlib.Path, use Path.unlink, otherwise use os.unlink&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">filepath</span><span class="p">,</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">):</span>
+            <span class="n">filepath</span><span class="o">.</span><span class="n">unlink</span><span class="p">()</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">os</span><span class="o">.</span><span class="n">unlink</span><span class="p">(</span><span class="n">filepath</span><span class="p">)</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">rmdir</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dirpath</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;remove directory filepath; dirpath must be empty&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dirpath</span><span class="p">,</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">):</span>
+            <span class="n">dirpath</span><span class="o">.</span><span class="n">rmdir</span><span class="p">()</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">os</span><span class="o">.</span><span class="n">rmdir</span><span class="p">(</span><span class="n">dirpath</span><span class="p">)</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">utime</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">times</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Set the access and modified time of path.&quot;&quot;&quot;</span>
+        <span class="n">os</span><span class="o">.</span><span class="n">utime</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">times</span><span class="o">=</span><span class="n">times</span><span class="p">)</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">cmp</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">f1</span><span class="p">,</span> <span class="n">f2</span><span class="p">,</span> <span class="n">mtime1</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Does shallow compare (file signatures) of f1 to file f2.</span>
+<span class="sd">        Arguments:</span>
+<span class="sd">        f1 --  File name</span>
+<span class="sd">        f2 -- File name</span>
+<span class="sd">        mtime1 -- optional, pass alternate file modification timestamp for f1; will be converted to int</span>
+
+<span class="sd">        Return value:</span>
+<span class="sd">        True if the file signatures as returned by stat are the same, False otherwise.</span>
+<span class="sd">        Does not do a byte-by-byte comparison.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+
+        <span class="n">s1</span> <span class="o">=</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_sig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">stat</span><span class="p">(</span><span class="n">f1</span><span class="p">))</span>
+        <span class="k">if</span> <span class="n">mtime1</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">s1</span> <span class="o">=</span> <span class="p">(</span><span class="n">s1</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">s1</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="nb">int</span><span class="p">(</span><span class="n">mtime1</span><span class="p">))</span>
+        <span class="n">s2</span> <span class="o">=</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_sig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">stat</span><span class="p">(</span><span class="n">f2</span><span class="p">))</span>
+        <span class="k">if</span> <span class="n">s1</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">!=</span> <span class="n">stat</span><span class="o">.</span><span class="n">S_IFREG</span> <span class="ow">or</span> <span class="n">s2</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">!=</span> <span class="n">stat</span><span class="o">.</span><span class="n">S_IFREG</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">False</span>
+        <span class="k">return</span> <span class="n">s1</span> <span class="o">==</span> <span class="n">s2</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">cmp_file_sig</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">f1</span><span class="p">,</span> <span class="n">s2</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Compare file f1 to signature s2.</span>
+<span class="sd">        Arguments:</span>
+<span class="sd">        f1 --  File name</span>
+<span class="sd">        s2 -- stats as returned by _sig</span>
+
+<span class="sd">        Return value:</span>
+<span class="sd">        True if the files are the same, False otherwise.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">s2</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">False</span>
+
+        <span class="n">s1</span> <span class="o">=</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_sig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">stat</span><span class="p">(</span><span class="n">f1</span><span class="p">))</span>
+        <span class="k">if</span> <span class="n">s1</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">!=</span> <span class="n">stat</span><span class="o">.</span><span class="n">S_IFREG</span> <span class="ow">or</span> <span class="n">s2</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">!=</span> <span class="n">stat</span><span class="o">.</span><span class="n">S_IFREG</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">False</span>
+        <span class="k">return</span> <span class="n">s1</span> <span class="o">==</span> <span class="n">s2</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">file_sig</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">f1</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return os.stat signature for file f1 as tuple of (mode, size, mtime)&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="o">.</span><span class="n">_sig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">stat</span><span class="p">(</span><span class="n">f1</span><span class="p">))</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">convert_to_jpeg</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src_file</span><span class="p">,</span> <span class="n">dest_file</span><span class="p">,</span> <span class="n">compression_quality</span><span class="o">=</span><span class="mf">1.0</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;converts image file src_file to jpeg format as dest_file</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            src_file: image file to convert</span>
+<span class="sd">            dest_file: destination path to write converted file to</span>
+<span class="sd">            compression quality: JPEG compression quality in range 0.0 &lt;= compression_quality &lt;= 1.0; default 1.0 (best quality)</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            True if success, otherwise False</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">converter</span> <span class="o">=</span> <span class="n">ImageConverter</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">converter</span><span class="o">.</span><span class="n">write_jpeg</span><span class="p">(</span>
+            <span class="n">src_file</span><span class="p">,</span> <span class="n">dest_file</span><span class="p">,</span> <span class="n">compression_quality</span><span class="o">=</span><span class="n">compression_quality</span>
+        <span class="p">)</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">rename</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Copy src to dest</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            src: path to source file</span>
+<span class="sd">            dest: path to destination file</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            Name of renamed file (dest)</span>
+
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">os</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">src</span><span class="p">),</span> <span class="nb">str</span><span class="p">(</span><span class="n">dest</span><span class="p">))</span>
+        <span class="k">return</span> <span class="n">dest</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">tmpdir</span><span class="p">(</span>
+        <span class="bp">cls</span><span class="p">,</span> <span class="n">prefix</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="nb">dir</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">tempfile</span><span class="o">.</span><span class="n">TemporaryDirectory</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Securely creates a temporary directory using the same rules as mkdtemp().</span>
+<span class="sd">        The resulting object can be used as a context manager.</span>
+<span class="sd">        On completion of the context or destruction of the temporary directory object,</span>
+<span class="sd">        the newly created temporary directory and all its contents are removed from the filesystem.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="n">TemporaryDirectory</span><span class="p">(</span><span class="n">prefix</span><span class="o">=</span><span class="n">prefix</span><span class="p">,</span> <span class="nb">dir</span><span class="o">=</span><span class="nb">dir</span><span class="p">)</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">_sig</span><span class="p">(</span><span class="n">st</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return tuple of (mode, size, mtime) of file based on os.stat</span>
+<span class="sd">        Args:</span>
+<span class="sd">            st: os.stat signature</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># use int(st.st_mtime) because ditto does not copy fractional portion of mtime</span>
+        <span class="k">return</span> <span class="p">(</span><span class="n">stat</span><span class="o">.</span><span class="n">S_IFMT</span><span class="p">(</span><span class="n">st</span><span class="o">.</span><span class="n">st_mode</span><span class="p">),</span> <span class="n">st</span><span class="o">.</span><span class="n">st_size</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">st</span><span class="o">.</span><span class="n">st_mtime</span><span class="p">))</span>
+
+
+<div class="viewcode-block" id="FileUtil"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtil">[docs]</a><span class="k">class</span> <span class="nc">FileUtil</span><span class="p">(</span><span class="n">FileUtilMacOS</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Various file utilities&quot;&quot;&quot;</span>
+
+    <span class="k">pass</span></div>
+
+
+<div class="viewcode-block" id="FileUtilNoOp"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp">[docs]</a><span class="k">class</span> <span class="nc">FileUtilNoOp</span><span class="p">(</span><span class="n">FileUtil</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;No-Op implementation of FileUtil for testing / dry-run mode</span>
+<span class="sd">    all methods with exception of tmpdir, cmp, cmp_file_sig and file_cmp are no-op</span>
+<span class="sd">    cmp and cmp_file_sig functions as FileUtil methods do</span>
+<span class="sd">    file_cmp returns mock data</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">noop</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="k">def</span> <span class="fm">__new__</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="k">if</span> <span class="n">verbose</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">callable</span><span class="p">(</span><span class="n">verbose</span><span class="p">):</span>
+                <span class="bp">cls</span><span class="o">.</span><span class="n">verbose</span> <span class="o">=</span> <span class="n">verbose</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;verbose </span><span class="si">{</span><span class="n">verbose</span><span class="si">}</span><span class="s2"> not callable&quot;</span><span class="p">)</span>
+        <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">FileUtilNoOp</span><span class="p">,</span> <span class="bp">cls</span><span class="p">)</span><span class="o">.</span><span class="fm">__new__</span><span class="p">(</span><span class="bp">cls</span><span class="p">)</span>
+
+<div class="viewcode-block" id="FileUtilNoOp.hardlink"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.hardlink">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">hardlink</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="k">pass</span></div>
+
+<div class="viewcode-block" id="FileUtilNoOp.copy"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.copy">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">copy</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">,</span> <span class="n">norsrc</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+        <span class="k">pass</span></div>
+
+<div class="viewcode-block" id="FileUtilNoOp.unlink"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.unlink">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">unlink</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="k">pass</span></div>
+
+<div class="viewcode-block" id="FileUtilNoOp.rmdir"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.rmdir">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">rmdir</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="k">pass</span></div>
+
+<div class="viewcode-block" id="FileUtilNoOp.utime"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.utime">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">utime</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">times</span><span class="p">):</span>
+        <span class="k">pass</span></div>
+
+<div class="viewcode-block" id="FileUtilNoOp.file_sig"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.file_sig">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">file_sig</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">file1</span><span class="p">):</span>
+        <span class="k">return</span> <span class="p">(</span><span class="mi">42</span><span class="p">,</span> <span class="mi">42</span><span class="p">,</span> <span class="mi">42</span><span class="p">)</span></div>
+
+<div class="viewcode-block" id="FileUtilNoOp.convert_to_jpeg"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.convert_to_jpeg">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">convert_to_jpeg</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src_file</span><span class="p">,</span> <span class="n">dest_file</span><span class="p">,</span> <span class="n">compression_quality</span><span class="o">=</span><span class="mf">1.0</span><span class="p">):</span>
+        <span class="k">pass</span></div>
+
+<div class="viewcode-block" id="FileUtilNoOp.rename"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.rename">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">rename</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
+        <span class="k">pass</span></div>
+
+<div class="viewcode-block" id="FileUtilNoOp.tmpdir"><a class="viewcode-back" href="../../reference.html#osxphotos.FileUtilNoOp.tmpdir">[docs]</a>    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">tmpdir</span><span class="p">(</span>
+        <span class="bp">cls</span><span class="p">,</span> <span class="n">prefix</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="nb">dir</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">tempfile</span><span class="o">.</span><span class="n">TemporaryDirectory</span><span class="p">:</span>
+        <span class="sd">&quot;&quot;&quot;Securely creates a temporary directory using the same rules as mkdtemp().</span>
+<span class="sd">        The resulting object can be used as a context manager.</span>
+<span class="sd">        On completion of the context or destruction of the temporary directory object,</span>
+<span class="sd">        the newly created temporary directory and all its contents are removed from the filesystem.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="n">TemporaryDirectory</span><span class="p">(</span><span class="n">prefix</span><span class="o">=</span><span class="n">prefix</span><span class="p">,</span> <span class="nb">dir</span><span class="o">=</span><span class="nb">dir</span><span class="p">)</span></div></div>
+</pre></div>
+
+          </div>
+          
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+<h1 class="logo"><a href="../../index.html">osxphotos</a></h1>
+
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+
+<h3>Navigation</h3>
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+<li class="toctree-l1"><a class="reference internal" href="../../reference.html">osxphotos package</a></li>
+</ul>
+
+<div class="relations">
+<h3>Related Topics</h3>
+<ul>
+  <li><a href="../../index.html">Documentation overview</a><ul>
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+    </form>
+    </div>
+</div>
+<script>$('#searchbox').show(0);</script>
+
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+
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+    
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+</html>
--- a/docs/_modules/osxphotos/momentinfo.html
+++ b/docs/_modules/osxphotos/momentinfo.html
@@ -0,0 +1,325 @@
+<!doctype html>
+<html class="no-js">
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+
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+  --color-code-foreground: black;
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+      --color-code-background: #202020;
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+    @media (prefers-color-scheme: dark) {
+      body:not([data-theme="light"]) {
+        --color-code-background: #202020;
+  --color-code-foreground: #d0d0d0;
+  
+      }
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+</style></head>
+  <body>
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+      document.body.dataset.theme = localStorage.getItem("theme") || "auto";
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+          </label>
+        </div>
+        <article role="main">
+          <h1>Source code for osxphotos.momentinfo</h1><div class="highlight"><pre>
+<span></span><span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"MomentInfo"</span><span class="p">]</span>
+<span class="sd">"""MomentInfo class with details about photo moments."""</span>
+
+
+<div class="viewcode-block" id="MomentInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.MomentInfo">[docs]</a><span class="k">class</span> <span class="nc">MomentInfo</span><span class="p">:</span>
+    <span class="sd">"""Info about a photo moment"""</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">db</span><span class="p">,</span> <span class="n">moment_pk</span><span class="p">):</span>
+        <span class="sd">"""Initialize with a moment PK; returns None if PK not found."""</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_db</span> <span class="o">=</span> <span class="n">db</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span> <span class="o">=</span> <span class="n">moment_pk</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_moment_pk</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">moment_pk</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"No moment with PK </span><span class="si">{</span><span class="n">moment_pk</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">pk</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Primary key of the moment."""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">location</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Location of the moment."""</span>
+        <span class="k">return</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"latitude"</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"longitude"</span><span class="p">))</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">title</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Title of the moment."""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"title"</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">subtitle</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Subtitle of the moment."""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"subtitle"</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">start_date</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Start date of the moment."""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"startDate"</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">end_date</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Stop date of the moment."""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"endDate"</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">date</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Date of the moment."""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"representativeDate"</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">modification_date</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Modification date of the moment."""</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_moment</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"modificationDate"</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">photos</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""All photos in this moment"""</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="n">photo_uuids</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="n">uuid</span>
+                <span class="k">for</span> <span class="n">uuid</span><span class="p">,</span> <span class="n">photo</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbphotos</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+                <span class="k">if</span> <span class="n">photo</span><span class="p">[</span><span class="s2">"momentID"</span><span class="p">]</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span>
+            <span class="p">]</span>
+
+            <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">photos_by_uuid</span><span class="p">(</span><span class="n">photo_uuids</span><span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photos</span>
+
+<div class="viewcode-block" id="MomentInfo.asdict"><a class="viewcode-back" href="../../reference.html#osxphotos.MomentInfo.asdict">[docs]</a>    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">"""Returns all moment info as dictionary"""</span>
+        <span class="k">return</span> <span class="p">{</span>
+            <span class="s2">"pk"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">pk</span><span class="p">,</span>
+            <span class="s2">"location"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">location</span><span class="p">,</span>
+            <span class="s2">"title"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">title</span><span class="p">,</span>
+            <span class="s2">"subtitle"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">subtitle</span><span class="p">,</span>
+            <span class="s2">"start_date"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">start_date</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">start_date</span> <span class="k">else</span> <span class="kc">None</span><span class="p">,</span>
+            <span class="s2">"end_date"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_date</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_date</span> <span class="k">else</span> <span class="kc">None</span><span class="p">,</span>
+            <span class="s2">"date"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">date</span> <span class="k">else</span> <span class="kc">None</span><span class="p">,</span>
+            <span class="s2">"modification_date"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">modification_date</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">modification_date</span>
+            <span class="k">else</span> <span class="kc">None</span><span class="p">,</span>
+            <span class="s2">"photos"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">photos</span><span class="p">,</span>
+        <span class="p">}</span></div></div>
+</pre></div>
+        </article>
+      </div>
+      <footer>
+        
+        <div class="related-pages">
+          
+          
+        </div>
+        <div class="bottom-of-page">
+          <div class="left-details">
+            <div class="copyright">
+                Copyright &#169; 2021, Rhet Turnbull
+            </div>
+            Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
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+        
+      </footer>
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+    <aside class="toc-drawer no-toc">
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+</div><script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
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+    </body>
+</html>
--- a/docs/_modules/osxphotos/personinfo.html
+++ b/docs/_modules/osxphotos/personinfo.html
@@ -0,0 +1,606 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.personinfo &#8212; osxphotos 0.47.9 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
+    <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+    <script src="../../_static/jquery.js"></script>
+    <script src="../../_static/underscore.js"></script>
+    <script src="../../_static/doctools.js"></script>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+   
+  <link rel="stylesheet" href="../../_static/custom.css" type="text/css" />
+  
+  
+  <meta name="viewport" content="width=device-width, initial-scale=0.9, maximum-scale=0.9" />
+
+  </head><body>
+  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          
+
+          <div class="body" role="main">
+            
+  <h1>Source code for osxphotos.personinfo</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot; PhotoInfo and FaceInfo classes to expose info about persons and faces in the Photos library &quot;&quot;&quot;</span>
+
+<span class="kn">import</span> <span class="nn">json</span>
+<span class="kn">import</span> <span class="nn">logging</span>
+<span class="kn">import</span> <span class="nn">math</span>
+
+<span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">namedtuple</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;PersonInfo&quot;</span><span class="p">,</span> <span class="s2">&quot;FaceInfo&quot;</span><span class="p">,</span> <span class="s2">&quot;rotate_image_point&quot;</span><span class="p">]</span>
+
+<span class="n">MWG_RS_Area</span> <span class="o">=</span> <span class="n">namedtuple</span><span class="p">(</span><span class="s2">&quot;MWG_RS_Area&quot;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&quot;x&quot;</span><span class="p">,</span> <span class="s2">&quot;y&quot;</span><span class="p">,</span> <span class="s2">&quot;h&quot;</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">])</span>
+<span class="n">MPRI_Reg_Rect</span> <span class="o">=</span> <span class="n">namedtuple</span><span class="p">(</span><span class="s2">&quot;MPRI_Reg_Rect&quot;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&quot;x&quot;</span><span class="p">,</span> <span class="s2">&quot;y&quot;</span><span class="p">,</span> <span class="s2">&quot;h&quot;</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">])</span>
+
+
+<div class="viewcode-block" id="PersonInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.PersonInfo">[docs]</a><span class="k">class</span> <span class="nc">PersonInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Info about a person in the Photos library&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">pk</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Creates a new PersonInfo instance</span>
+
+<span class="sd">        Arguments:</span>
+<span class="sd">            db: instance of PhotosDB object</span>
+<span class="sd">            pk: primary key value of person to initialize PersonInfo with</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            PersonInfo instance</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_db</span> <span class="o">=</span> <span class="n">db</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span> <span class="o">=</span> <span class="n">pk</span>
+
+        <span class="n">person</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbpersons_pk</span><span class="p">[</span><span class="n">pk</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">uuid</span> <span class="o">=</span> <span class="n">person</span><span class="p">[</span><span class="s2">&quot;uuid&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">person</span><span class="p">[</span><span class="s2">&quot;fullname&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">display_name</span> <span class="o">=</span> <span class="n">person</span><span class="p">[</span><span class="s2">&quot;displayname&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">keyface</span> <span class="o">=</span> <span class="n">person</span><span class="p">[</span><span class="s2">&quot;keyface&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">facecount</span> <span class="o">=</span> <span class="n">person</span><span class="p">[</span><span class="s2">&quot;facecount&quot;</span><span class="p">]</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">keyphoto</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_keyphoto</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="n">person</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbpersons_pk</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_pk</span><span class="p">]</span>
+            <span class="k">if</span> <span class="n">person</span><span class="p">[</span><span class="s2">&quot;photo_uuid&quot;</span><span class="p">]:</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">key_photo</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">get_photo</span><span class="p">(</span><span class="n">person</span><span class="p">[</span><span class="s2">&quot;photo_uuid&quot;</span><span class="p">])</span>
+                <span class="k">except</span> <span class="ne">IndexError</span><span class="p">:</span>
+                    <span class="n">key_photo</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">key_photo</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_keyphoto</span> <span class="o">=</span> <span class="n">key_photo</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_keyphoto</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">photos</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Returns list of PhotoInfo objects associated with this person&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">photos_by_uuid</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_dbfaces_pk</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_pk</span><span class="p">])</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">face_info</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Returns a list of FaceInfo objects associated with this person sorted by quality score</span>
+<span class="sd">        Highest quality face is result[0] and lowest quality face is result[n]</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">faces</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_faceinfo_person</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_pk</span><span class="p">]</span>
+            <span class="k">return</span> <span class="nb">sorted</span><span class="p">(</span>
+                <span class="p">[</span><span class="n">FaceInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">pk</span><span class="o">=</span><span class="n">face</span><span class="p">)</span> <span class="k">for</span> <span class="n">face</span> <span class="ow">in</span> <span class="n">faces</span><span class="p">],</span>
+                <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">face</span><span class="p">:</span> <span class="n">face</span><span class="o">.</span><span class="n">quality</span><span class="p">,</span>
+                <span class="n">reverse</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+            <span class="p">)</span>
+        <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+            <span class="c1"># no faces</span>
+            <span class="k">return</span> <span class="p">[]</span>
+
+<div class="viewcode-block" id="PersonInfo.asdict"><a class="viewcode-back" href="../../reference.html#osxphotos.PersonInfo.asdict">[docs]</a>    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Returns dictionary representation of class instance&quot;&quot;&quot;</span>
+        <span class="n">keyphoto</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">keyphoto</span><span class="o">.</span><span class="n">uuid</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">keyphoto</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="kc">None</span>
+        <span class="k">return</span> <span class="p">{</span>
+            <span class="s2">&quot;uuid&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">uuid</span><span class="p">,</span>
+            <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;displayname&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">display_name</span><span class="p">,</span>
+            <span class="s2">&quot;keyface&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">keyface</span><span class="p">,</span>
+            <span class="s2">&quot;facecount&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">facecount</span><span class="p">,</span>
+            <span class="s2">&quot;keyphoto&quot;</span><span class="p">:</span> <span class="n">keyphoto</span><span class="p">,</span>
+        <span class="p">}</span></div>
+
+<div class="viewcode-block" id="PersonInfo.json"><a class="viewcode-back" href="../../reference.html#osxphotos.PersonInfo.json">[docs]</a>    <span class="k">def</span> <span class="nf">json</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Returns JSON representation of class instance&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">asdict</span><span class="p">())</span></div>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;PersonInfo(name=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">, display_name=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">display_name</span><span class="si">}</span><span class="s2">, uuid=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">uuid</span><span class="si">}</span><span class="s2">, facecount=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">facecount</span><span class="si">}</span><span class="s2">)&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">False</span>
+
+        <span class="k">return</span> <span class="nb">all</span><span class="p">(</span>
+            <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span> <span class="o">==</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span> <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&quot;_db&quot;</span><span class="p">,</span> <span class="s2">&quot;_pk&quot;</span><span class="p">]</span>
+        <span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span></div>
+
+
+<span class="k">class</span> <span class="nc">FaceInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Info about a face in the Photos library&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">pk</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Creates a new FaceInfo instance</span>
+
+<span class="sd">        Arguments:</span>
+<span class="sd">            db: instance of PhotosDB object</span>
+<span class="sd">            pk: primary key value of face to init the object with</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            FaceInfo instance</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_db</span> <span class="o">=</span> <span class="n">db</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span> <span class="o">=</span> <span class="n">pk</span>
+
+        <span class="n">face</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_faceinfo_pk</span><span class="p">[</span><span class="n">pk</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_info</span> <span class="o">=</span> <span class="n">face</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">uuid</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;uuid&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;fullname&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">asset_uuid</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;asset_uuid&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_person_pk</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;person&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">center_x</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;centerx&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">center_y</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;centery&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">mouth_x</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;mouthx&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">mouth_y</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;mouthy&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">left_eye_x</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;lefteyex&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">left_eye_y</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;lefteyey&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">right_eye_x</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;righteyex&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">right_eye_y</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;righteyey&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">size</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;size&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">quality</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;quality&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">source_width</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;sourcewidth&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">source_height</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;sourceheight&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">has_smile</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;has_smile&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">left_eye_closed</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;left_eye_closed&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">right_eye_closed</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;right_eye_closed&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manual</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;manual&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">face_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;facetype&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">age_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;agetype&quot;</span><span class="p">]</span>
+        <span class="c1"># self.bald_type = face[&quot;baldtype&quot;]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">eye_makeup_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;eyemakeuptype&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">eye_state</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;eyestate&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">facial_hair_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;facialhairtype&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">gender_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;gendertype&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">glasses_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;glassestype&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">hair_color_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;haircolortype&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">intrash</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;intrash&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">lip_makeup_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;lipmakeuptype&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">smile_type</span> <span class="o">=</span> <span class="n">face</span><span class="p">[</span><span class="s2">&quot;smiletype&quot;</span><span class="p">]</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">center</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Coordinates, in PIL format, for center of face</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            tuple of coordinates in form (x, y)</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_make_point</span><span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">center_x</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">center_y</span><span class="p">))</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">size_pixels</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Size of face in pixels (centered around center_x, center_y)</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            size, in int pixels, of a circle drawn around the center of the face</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">photo</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span>
+        <span class="n">size_reference</span> <span class="o">=</span> <span class="n">photo</span><span class="o">.</span><span class="n">width</span> <span class="k">if</span> <span class="n">photo</span><span class="o">.</span><span class="n">width</span> <span class="o">&gt;</span> <span class="n">photo</span><span class="o">.</span><span class="n">height</span> <span class="k">else</span> <span class="n">photo</span><span class="o">.</span><span class="n">height</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">size</span> <span class="o">*</span> <span class="n">size_reference</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">mouth</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Coordinates, in PIL format, for mouth position</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            tuple of coordinates in form (x, y)</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_make_point_with_rotation</span><span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">mouth_x</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">mouth_y</span><span class="p">))</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">left_eye</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Coordinates, in PIL format, for left eye position</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            tuple of coordinates in form (x, y)</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_make_point_with_rotation</span><span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">left_eye_x</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">left_eye_y</span><span class="p">))</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">right_eye</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Coordinates, in PIL format, for right eye position</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            tuple of coordinates in form (x, y)</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_make_point_with_rotation</span><span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">right_eye_x</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">right_eye_y</span><span class="p">))</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">person_info</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;PersonInfo instance for person associated with this face&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_person</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_person</span> <span class="o">=</span> <span class="n">PersonInfo</span><span class="p">(</span><span class="n">db</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="p">,</span> <span class="n">pk</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_person_pk</span><span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_person</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">photo</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;PhotoInfo instance associated with this face&quot;&quot;&quot;</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photo</span>
+        <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_photo</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">get_photo</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">asset_uuid</span><span class="p">)</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photo</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="n">logging</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Could not get photo for uuid: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">asset_uuid</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_photo</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">mwg_rs_area</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Get coordinates for Metadata Working Group Region Area.</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            MWG_RS_Area named tuple with x, y, h, w where:</span>
+<span class="sd">            x = stArea:x</span>
+<span class="sd">            y = stArea:y</span>
+<span class="sd">            h = stArea:h</span>
+<span class="sd">            w = stArea:w</span>
+
+<span class="sd">        Reference:</span>
+<span class="sd">            https://photo.stackexchange.com/questions/106410/how-does-xmp-define-the-face-region</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">center_x</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">center_y</span>
+        <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_fix_orientation</span><span class="p">((</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">))</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">orientation</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">8</span><span class="p">]:</span>
+            <span class="n">w</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">height</span>
+            <span class="n">h</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">width</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">h</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">height</span>
+            <span class="n">w</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">width</span>
+
+        <span class="k">return</span> <span class="n">MWG_RS_Area</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">h</span><span class="p">,</span> <span class="n">w</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">mpri_reg_rect</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Get coordinates for Microsoft Photo Region Rectangle.</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            MPRI_Reg_Rect named tuple with x, y, h, w where:</span>
+<span class="sd">            x = x coordinate of top left corner of rectangle</span>
+<span class="sd">            y = y coordinate of top left corner of rectangle</span>
+<span class="sd">            h = height of rectangle</span>
+<span class="sd">            w = width of rectangle</span>
+
+<span class="sd">        Reference:</span>
+<span class="sd">            https://docs.microsoft.com/en-us/windows/win32/wic/-wic-people-tagging</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">center_x</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">center_y</span>
+        <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_fix_orientation</span><span class="p">((</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">))</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">orientation</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">8</span><span class="p">]:</span>
+            <span class="n">w</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">width</span>
+            <span class="n">h</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">height</span>
+            <span class="n">x</span> <span class="o">=</span> <span class="n">x</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">height</span> <span class="o">/</span> <span class="mi">2</span>
+            <span class="n">y</span> <span class="o">=</span> <span class="n">y</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">width</span> <span class="o">/</span> <span class="mi">2</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">h</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">width</span>
+            <span class="n">w</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">height</span>
+            <span class="n">x</span> <span class="o">=</span> <span class="n">x</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">width</span> <span class="o">/</span> <span class="mi">2</span>
+            <span class="n">y</span> <span class="o">=</span> <span class="n">y</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">size_pixels</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">height</span> <span class="o">/</span> <span class="mi">2</span>
+
+        <span class="k">return</span> <span class="n">MPRI_Reg_Rect</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">h</span><span class="p">,</span> <span class="n">w</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">face_rect</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Get face rectangle coordinates for current version of the associated image</span>
+<span class="sd">            If image has been edited, rectangle applies to edited version, otherwise original version</span>
+<span class="sd">            Coordinates in format and reference frame used by PIL</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            list [(x0, x1), (y0, y1)] of coordinates in reference frame used by PIL</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">photo</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span>
+        <span class="n">size_reference</span> <span class="o">=</span> <span class="n">photo</span><span class="o">.</span><span class="n">width</span> <span class="k">if</span> <span class="n">photo</span><span class="o">.</span><span class="n">width</span> <span class="o">&gt;</span> <span class="n">photo</span><span class="o">.</span><span class="n">height</span> <span class="k">else</span> <span class="n">photo</span><span class="o">.</span><span class="n">height</span>
+        <span class="n">radius</span> <span class="o">=</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">size</span> <span class="o">/</span> <span class="mi">2</span><span class="p">)</span> <span class="o">*</span> <span class="n">size_reference</span>
+        <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_make_point</span><span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">center_x</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">center_y</span><span class="p">))</span>
+        <span class="n">x0</span><span class="p">,</span> <span class="n">y0</span> <span class="o">=</span> <span class="n">x</span> <span class="o">-</span> <span class="n">radius</span><span class="p">,</span> <span class="n">y</span> <span class="o">-</span> <span class="n">radius</span>
+        <span class="n">x1</span><span class="p">,</span> <span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="n">radius</span><span class="p">,</span> <span class="n">y</span> <span class="o">+</span> <span class="n">radius</span>
+        <span class="k">return</span> <span class="p">[(</span><span class="n">x0</span><span class="p">,</span> <span class="n">y0</span><span class="p">),</span> <span class="p">(</span><span class="n">x1</span><span class="p">,</span> <span class="n">y1</span><span class="p">)]</span>
+
+    <span class="k">def</span> <span class="nf">roll_pitch_yaw</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Roll, pitch, yaw of face in radians as tuple&quot;&quot;&quot;</span>
+        <span class="n">info</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_info</span>
+        <span class="n">roll</span> <span class="o">=</span> <span class="mi">0</span> <span class="k">if</span> <span class="n">info</span><span class="p">[</span><span class="s2">&quot;roll&quot;</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">info</span><span class="p">[</span><span class="s2">&quot;roll&quot;</span><span class="p">]</span>
+        <span class="n">pitch</span> <span class="o">=</span> <span class="mi">0</span> <span class="k">if</span> <span class="n">info</span><span class="p">[</span><span class="s2">&quot;pitch&quot;</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">info</span><span class="p">[</span><span class="s2">&quot;pitch&quot;</span><span class="p">]</span>
+        <span class="n">yaw</span> <span class="o">=</span> <span class="mi">0</span> <span class="k">if</span> <span class="n">info</span><span class="p">[</span><span class="s2">&quot;yaw&quot;</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">info</span><span class="p">[</span><span class="s2">&quot;yaw&quot;</span><span class="p">]</span>
+
+        <span class="k">return</span> <span class="p">(</span><span class="n">roll</span><span class="p">,</span> <span class="n">pitch</span><span class="p">,</span> <span class="n">yaw</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">roll</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Return roll angle in radians of the face region&quot;&quot;&quot;</span>
+        <span class="n">roll</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">roll_pitch_yaw</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">roll</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">pitch</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Return pitch angle in radians of the face region&quot;&quot;&quot;</span>
+        <span class="n">_</span><span class="p">,</span> <span class="n">pitch</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">roll_pitch_yaw</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">pitch</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">yaw</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Return yaw angle in radians of the face region&quot;&quot;&quot;</span>
+        <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">yaw</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">roll_pitch_yaw</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">yaw</span>
+
+    <span class="k">def</span> <span class="nf">_fix_orientation</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">xy</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Translate an (x, y) tuple based on image orientation</span>
+
+<span class="sd">        Arguments:</span>
+<span class="sd">            xy: tuple of (x, y) coordinates for point to translate</span>
+<span class="sd">                in format used by Photos (percent of height/width)</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            (x, y) tuple of translated coordinates</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Reference: https://github.com/neilpa/phace/blob/7594776480505d0c389688a42099c94ac5d34f3f/cmd/phace/draw.go#L79-L94</span>
+
+        <span class="n">orientation</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">orientation</span>
+        <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">xy</span>
+        <span class="k">if</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="n">y</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">y</span>
+        <span class="k">elif</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span>
+            <span class="n">y</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">y</span>
+            <span class="n">x</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">x</span>
+        <span class="k">elif</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">3</span><span class="p">:</span>
+            <span class="n">x</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">x</span>
+        <span class="k">elif</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">4</span><span class="p">:</span>
+            <span class="k">pass</span>
+        <span class="k">elif</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">5</span><span class="p">:</span>
+            <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">y</span><span class="p">,</span> <span class="n">x</span>
+        <span class="k">elif</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">6</span><span class="p">:</span>
+            <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">y</span><span class="p">,</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">x</span>
+        <span class="k">elif</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">7</span><span class="p">:</span>
+            <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">y</span><span class="p">,</span> <span class="n">x</span>
+            <span class="n">y</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">y</span>
+        <span class="k">elif</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">8</span><span class="p">:</span>
+            <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">y</span><span class="p">,</span> <span class="n">x</span>
+        <span class="k">elif</span> <span class="n">orientation</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="c1"># set by osxphotos if adjusted orientation cannot be read, assume it&#39;s 1</span>
+            <span class="n">y</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">-</span> <span class="n">y</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">logging</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Unhandled orientation: </span><span class="si">{</span><span class="n">orientation</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+
+        <span class="k">return</span> <span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">_make_point</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">xy</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Translate an (x, y) tuple based on image orientation</span>
+<span class="sd">            and convert to image coordinates</span>
+
+<span class="sd">        Arguments:</span>
+<span class="sd">            xy: tuple of (x, y) coordinates for point to translate</span>
+<span class="sd">                in format used by Photos (percent of height/width)</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            (x, y) tuple of translated coordinates in pixels in PIL format/reference frame</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Reference: https://github.com/neilpa/phace/blob/7594776480505d0c389688a42099c94ac5d34f3f/cmd/phace/draw.go#L79-L94</span>
+
+        <span class="n">orientation</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">orientation</span>
+        <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_fix_orientation</span><span class="p">(</span><span class="n">xy</span><span class="p">)</span>
+        <span class="n">dx</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">width</span>
+        <span class="n">dy</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">photo</span><span class="o">.</span><span class="n">height</span>
+        <span class="k">if</span> <span class="n">orientation</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">8</span><span class="p">]:</span>
+            <span class="n">dx</span><span class="p">,</span> <span class="n">dy</span> <span class="o">=</span> <span class="n">dy</span><span class="p">,</span> <span class="n">dx</span>
+        <span class="k">return</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">x</span> <span class="o">*</span> <span class="n">dx</span><span class="p">),</span> <span class="nb">int</span><span class="p">(</span><span class="n">y</span> <span class="o">*</span> <span class="n">dy</span><span class="p">))</span>
+
+    <span class="k">def</span> <span class="nf">_make_point_with_rotation</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">xy</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Translate an (x, y) tuple based on image orientation and rotation</span>
+<span class="sd">            and convert to image coordinates</span>
+
+<span class="sd">        Arguments:</span>
+<span class="sd">            xy: tuple of (x, y) coordinates for point to translate</span>
+<span class="sd">                in format used by Photos (percent of height/width)</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            (x, y) tuple of translated coordinates in pixels in PIL format/reference frame</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+
+        <span class="c1"># convert to image coordinates</span>
+        <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_make_point</span><span class="p">(</span><span class="n">xy</span><span class="p">)</span>
+
+        <span class="c1"># rotate about center</span>
+        <span class="n">xmid</span><span class="p">,</span> <span class="n">ymid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">center</span>
+        <span class="n">roll</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">roll_pitch_yaw</span><span class="p">()</span>
+        <span class="n">xr</span><span class="p">,</span> <span class="n">yr</span> <span class="o">=</span> <span class="n">rotate_image_point</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">xmid</span><span class="p">,</span> <span class="n">ymid</span><span class="p">,</span> <span class="n">roll</span><span class="p">)</span>
+
+        <span class="k">return</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">xr</span><span class="p">),</span> <span class="nb">int</span><span class="p">(</span><span class="n">yr</span><span class="p">))</span>
+
+    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Returns dict representation of class instance&quot;&quot;&quot;</span>
+        <span class="n">roll</span><span class="p">,</span> <span class="n">pitch</span><span class="p">,</span> <span class="n">yaw</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">roll_pitch_yaw</span><span class="p">()</span>
+        <span class="k">return</span> <span class="p">{</span>
+            <span class="s2">&quot;_pk&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pk</span><span class="p">,</span>
+            <span class="s2">&quot;uuid&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">uuid</span><span class="p">,</span>
+            <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;asset_uuid&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">asset_uuid</span><span class="p">,</span>
+            <span class="s2">&quot;_person_pk&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_person_pk</span><span class="p">,</span>
+            <span class="s2">&quot;center_x&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">center_x</span><span class="p">,</span>
+            <span class="s2">&quot;center_y&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">center_y</span><span class="p">,</span>
+            <span class="s2">&quot;center&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">center</span><span class="p">,</span>
+            <span class="s2">&quot;mouth_x&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">mouth_x</span><span class="p">,</span>
+            <span class="s2">&quot;mouth_y&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">mouth_y</span><span class="p">,</span>
+            <span class="s2">&quot;mouth&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">mouth</span><span class="p">,</span>
+            <span class="s2">&quot;left_eye_x&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">left_eye_x</span><span class="p">,</span>
+            <span class="s2">&quot;left_eye_y&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">left_eye_y</span><span class="p">,</span>
+            <span class="s2">&quot;left_eye&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">left_eye</span><span class="p">,</span>
+            <span class="s2">&quot;right_eye_x&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">right_eye_x</span><span class="p">,</span>
+            <span class="s2">&quot;right_eye_y&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">right_eye_y</span><span class="p">,</span>
+            <span class="s2">&quot;right_eye&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">right_eye</span><span class="p">,</span>
+            <span class="s2">&quot;size&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">size</span><span class="p">,</span>
+            <span class="s2">&quot;face_rect&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">face_rect</span><span class="p">(),</span>
+            <span class="s2">&quot;mpri_reg_rect&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">mpri_reg_rect</span><span class="o">.</span><span class="n">_asdict</span><span class="p">(),</span>
+            <span class="s2">&quot;mwg_rs_area&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">mwg_rs_area</span><span class="o">.</span><span class="n">_asdict</span><span class="p">(),</span>
+            <span class="s2">&quot;roll&quot;</span><span class="p">:</span> <span class="n">roll</span><span class="p">,</span>
+            <span class="s2">&quot;pitch&quot;</span><span class="p">:</span> <span class="n">pitch</span><span class="p">,</span>
+            <span class="s2">&quot;yaw&quot;</span><span class="p">:</span> <span class="n">yaw</span><span class="p">,</span>
+            <span class="s2">&quot;quality&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">quality</span><span class="p">,</span>
+            <span class="s2">&quot;source_width&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_width</span><span class="p">,</span>
+            <span class="s2">&quot;source_height&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_height</span><span class="p">,</span>
+            <span class="s2">&quot;has_smile&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">has_smile</span><span class="p">,</span>
+            <span class="s2">&quot;left_eye_closed&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">left_eye_closed</span><span class="p">,</span>
+            <span class="s2">&quot;right_eye_closed&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">right_eye_closed</span><span class="p">,</span>
+            <span class="s2">&quot;manual&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">manual</span><span class="p">,</span>
+            <span class="s2">&quot;face_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">face_type</span><span class="p">,</span>
+            <span class="s2">&quot;age_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">age_type</span><span class="p">,</span>
+            <span class="c1"># &quot;bald_type&quot;: self.bald_type,</span>
+            <span class="s2">&quot;eye_makeup_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">eye_makeup_type</span><span class="p">,</span>
+            <span class="s2">&quot;eye_state&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">eye_state</span><span class="p">,</span>
+            <span class="s2">&quot;facial_hair_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">facial_hair_type</span><span class="p">,</span>
+            <span class="s2">&quot;gender_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">gender_type</span><span class="p">,</span>
+            <span class="s2">&quot;glasses_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">glasses_type</span><span class="p">,</span>
+            <span class="s2">&quot;hair_color_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">hair_color_type</span><span class="p">,</span>
+            <span class="s2">&quot;intrash&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">intrash</span><span class="p">,</span>
+            <span class="s2">&quot;lip_makeup_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">lip_makeup_type</span><span class="p">,</span>
+            <span class="s2">&quot;smile_type&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">smile_type</span><span class="p">,</span>
+        <span class="p">}</span>
+
+    <span class="k">def</span> <span class="nf">json</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Return JSON representation of FaceInfo instance&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">asdict</span><span class="p">())</span>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;FaceInfo(uuid=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">uuid</span><span class="si">}</span><span class="s2">, center_x=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">center_x</span><span class="si">}</span><span class="s2">, center_y = </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">center_y</span><span class="si">}</span><span class="s2">, size=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">size</span><span class="si">}</span><span class="s2">, person=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">, asset_uuid=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">asset_uuid</span><span class="si">}</span><span class="s2">)&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;FaceInfo(db=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">_db</span><span class="si">}</span><span class="s2">, pk=</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">_pk</span><span class="si">}</span><span class="s2">)&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">False</span>
+
+        <span class="k">return</span> <span class="nb">all</span><span class="p">(</span>
+            <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span> <span class="o">==</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span> <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&quot;_db&quot;</span><span class="p">,</span> <span class="s2">&quot;_pk&quot;</span><span class="p">]</span>
+        <span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">rotate_image_point</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">xmid</span><span class="p">,</span> <span class="n">ymid</span><span class="p">,</span> <span class="n">angle</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;rotate image point about xm, ym by angle in radians</span>
+
+<span class="sd">    Arguments:</span>
+<span class="sd">        x: x coordinate of point to rotate</span>
+<span class="sd">        y: y coordinate of point to rotate</span>
+<span class="sd">        xmid: x coordinate of center point to rotate about</span>
+<span class="sd">        ymid: y coordinate of center point to rotate about</span>
+<span class="sd">        angle: angle in radians about which to coordinate,</span>
+<span class="sd">            counter-clockwise is positive</span>
+
+<span class="sd">    Returns:</span>
+<span class="sd">        tuple of rotated points (xr, yr)</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># translate point relative to the mid point</span>
+    <span class="n">x</span> <span class="o">=</span> <span class="n">x</span> <span class="o">-</span> <span class="n">xmid</span>
+    <span class="n">y</span> <span class="o">=</span> <span class="n">y</span> <span class="o">-</span> <span class="n">ymid</span>
+
+    <span class="c1"># rotate by angle and translate back</span>
+    <span class="c1"># the photo coordinate system is downwards y is positive so</span>
+    <span class="c1"># need to adjust the rotation accordingly</span>
+    <span class="n">cos_angle</span> <span class="o">=</span> <span class="n">math</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">angle</span><span class="p">)</span>
+    <span class="n">sin_angle</span> <span class="o">=</span> <span class="n">math</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">angle</span><span class="p">)</span>
+    <span class="n">xr</span> <span class="o">=</span> <span class="n">x</span> <span class="o">*</span> <span class="n">cos_angle</span> <span class="o">+</span> <span class="n">y</span> <span class="o">*</span> <span class="n">sin_angle</span> <span class="o">+</span> <span class="n">xmid</span>
+    <span class="n">yr</span> <span class="o">=</span> <span class="o">-</span><span class="n">x</span> <span class="o">*</span> <span class="n">sin_angle</span> <span class="o">+</span> <span class="n">y</span> <span class="o">*</span> <span class="n">cos_angle</span> <span class="o">+</span> <span class="n">ymid</span>
+
+    <span class="k">return</span> <span class="p">(</span><span class="n">xr</span><span class="p">,</span> <span class="n">yr</span><span class="p">)</span>
+</pre></div>
+
+          </div>
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--- a/docs/_modules/osxphotos/photoexporter.html
+++ b/docs/_modules/osxphotos/photoexporter.html
--- a/docs/_modules/osxphotos/photoinfo.html
+++ b/docs/_modules/osxphotos/photoinfo.html
--- a/docs/_modules/osxphotos/photosdb/_photosdb_process_comments.html
+++ b/docs/_modules/osxphotos/photosdb/_photosdb_process_comments.html
@@ -0,0 +1,272 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.photosdb._photosdb_process_comments &#8212; osxphotos 0.47.9 documentation</title>
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+          <div class="body" role="main">
+            
+  <h1>Source code for osxphotos.photosdb._photosdb_process_comments</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot; PhotosDB method for processing comments and likes on shared photos.</span>
+<span class="sd">    Do not import this module directly &quot;&quot;&quot;</span>
+
+<span class="kn">import</span> <span class="nn">dataclasses</span>
+<span class="kn">import</span> <span class="nn">datetime</span>
+<span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span>
+
+<span class="kn">from</span> <span class="nn">.._constants</span> <span class="kn">import</span> <span class="n">_DB_TABLE_NAMES</span><span class="p">,</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">,</span> <span class="n">TIME_DELTA</span>
+<span class="kn">from</span> <span class="nn">..utils</span> <span class="kn">import</span> <span class="n">_open_sql_file</span><span class="p">,</span> <span class="n">normalize_unicode</span>
+
+
+<span class="k">def</span> <span class="nf">_process_comments</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;load the comments and likes data from the database</span>
+<span class="sd">    this is a PhotosDB method that should be imported in</span>
+<span class="sd">    the PhotosDB class definition in photosdb.py</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="bp">self</span><span class="o">.</span><span class="n">_db_hashed_person_id</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="bp">self</span><span class="o">.</span><span class="n">_db_comments_uuid</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+        <span class="n">_process_comments_4</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">_process_comments_5</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+
+
+<div class="viewcode-block" id="CommentInfo"><a class="viewcode-back" href="../../../reference.html#osxphotos.CommentInfo">[docs]</a><span class="nd">@dataclass</span>
+<span class="k">class</span> <span class="nc">CommentInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Class for shared photo comments&quot;&quot;&quot;</span>
+
+    <span class="n">datetime</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span>
+    <span class="n">user</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">ismine</span><span class="p">:</span> <span class="nb">bool</span>
+    <span class="n">text</span><span class="p">:</span> <span class="nb">str</span>
+
+    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">dataclasses</span><span class="o">.</span><span class="n">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="LikeInfo"><a class="viewcode-back" href="../../../reference.html#osxphotos.LikeInfo">[docs]</a><span class="nd">@dataclass</span>
+<span class="k">class</span> <span class="nc">LikeInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Class for shared photo likes&quot;&quot;&quot;</span>
+
+    <span class="n">datetime</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span>
+    <span class="n">user</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">ismine</span><span class="p">:</span> <span class="nb">bool</span>
+
+    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">dataclasses</span><span class="o">.</span><span class="n">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span></div>
+
+
+<span class="c1"># The following methods do not get imported into PhotosDB</span>
+<span class="c1"># but will get called by _process_comments</span>
+<span class="k">def</span> <span class="nf">_process_comments_4</span><span class="p">(</span><span class="n">photosdb</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;process comments and likes info for Photos &lt;= 4</span>
+<span class="sd">    photosdb: PhotosDB instance&quot;&quot;&quot;</span>
+    <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+        <span class="sa">f</span><span class="s2">&quot;Not implemented for database version </span><span class="si">{</span><span class="n">photosdb</span><span class="o">.</span><span class="n">_db_version</span><span class="si">}</span><span class="s2">.&quot;</span>
+    <span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">_process_comments_5</span><span class="p">(</span><span class="n">photosdb</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;process comments and likes info for Photos &gt;= 5</span>
+<span class="sd">    photosdb: PhotosDB instance&quot;&quot;&quot;</span>
+
+    <span class="n">db</span> <span class="o">=</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">_tmp_db</span>
+
+    <span class="n">asset_table</span> <span class="o">=</span> <span class="n">_DB_TABLE_NAMES</span><span class="p">[</span><span class="n">photosdb</span><span class="o">.</span><span class="n">_photos_ver</span><span class="p">][</span><span class="s2">&quot;ASSET&quot;</span><span class="p">]</span>
+
+    <span class="p">(</span><span class="n">conn</span><span class="p">,</span> <span class="n">cursor</span><span class="p">)</span> <span class="o">=</span> <span class="n">_open_sql_file</span><span class="p">(</span><span class="n">db</span><span class="p">)</span>
+
+    <span class="n">results</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span>
+        <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">        SELECT DISTINCT</span>
+<span class="sd">        ZINVITEEHASHEDPERSONID AS HASHEDPERSONID,</span>
+<span class="sd">        ZINVITEEFIRSTNAME AS FIRSTNAME,</span>
+<span class="sd">        ZINVITEELASTNAME AS LASTNAME,</span>
+<span class="sd">        ZINVITEEFULLNAME AS FULLNAME</span>
+<span class="sd">        FROM ZCLOUDSHAREDALBUMINVITATIONRECORD</span>
+<span class="sd">        WHERE HASHEDPERSONID IS NOT NULL</span>
+<span class="sd">        AND HASHEDPERSONID != &quot;&quot;</span>
+<span class="sd">        AND NOT (FIRSTNAME IS NULL AND LASTNAME IS NULL)</span>
+<span class="sd">        UNION</span>
+<span class="sd">        SELECT DISTINCT</span>
+<span class="sd">        ZCLOUDOWNERHASHEDPERSONID AS HASHEDPERSONID,</span>
+<span class="sd">        ZCLOUDOWNERFIRSTNAME AS FIRSTNAME,</span>
+<span class="sd">        ZCLOUDOWNERLASTNAME AS LASTNAME,</span>
+<span class="sd">        ZCLOUDOWNERFULLNAME AS FULLNAME</span>
+<span class="sd">        FROM ZGENERICALBUM</span>
+<span class="sd">        WHERE HASHEDPERSONID IS NOT NULL</span>
+<span class="sd">        AND HASHEDPERSONID != &quot;&quot;</span>
+<span class="sd">        AND NOT (FIRSTNAME IS NULL AND LASTNAME IS NULL)</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+    <span class="p">)</span>
+
+    <span class="c1"># order of results</span>
+    <span class="c1"># 0: ZINVITEEHASHEDPERSONID,</span>
+    <span class="c1"># 1: ZINVITEEFIRSTNAME,</span>
+    <span class="c1"># 2: ZINVITEELASTNAME,</span>
+    <span class="c1"># 3: ZINVITEEFULLNAME</span>
+
+    <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_hashed_person_id</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">results</span><span class="o">.</span><span class="n">fetchall</span><span class="p">():</span>
+        <span class="n">person_id</span> <span class="o">=</span> <span class="n">row</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_hashed_person_id</span><span class="p">[</span><span class="n">person_id</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;first_name&quot;</span><span class="p">:</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="mi">1</span><span class="p">]),</span>
+            <span class="s2">&quot;last_name&quot;</span><span class="p">:</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="mi">2</span><span class="p">]),</span>
+            <span class="s2">&quot;full_name&quot;</span><span class="p">:</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="mi">3</span><span class="p">]),</span>
+        <span class="p">}</span>
+
+    <span class="n">results</span> <span class="o">=</span> <span class="n">conn</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span>
+        <span class="sa">f</span><span class="s2">&quot;&quot;&quot;</span>
+<span class="s2">        SELECT </span>
+<span class="s2">        </span><span class="si">{</span><span class="n">asset_table</span><span class="si">}</span><span class="s2">.ZUUID, -- UUID of the photo</span>
+<span class="s2">        ZCLOUDSHAREDCOMMENT.ZISLIKE, -- comment is actually a &quot;like&quot;</span>
+<span class="s2">        ZCLOUDSHAREDCOMMENT.ZCOMMENTDATE, -- date of comment</span>
+<span class="s2">        ZCLOUDSHAREDCOMMENT.ZCOMMENTTEXT, -- text of comment</span>
+<span class="s2">        ZCLOUDSHAREDCOMMENT.ZCOMMENTERHASHEDPERSONID, -- hashed ID of person who made comment/like</span>
+<span class="s2">        ZCLOUDSHAREDCOMMENT.ZISMYCOMMENT -- is my (this user&#39;s) comment</span>
+<span class="s2">        FROM ZCLOUDSHAREDCOMMENT</span>
+<span class="s2">        JOIN </span><span class="si">{</span><span class="n">asset_table</span><span class="si">}</span><span class="s2"> ON</span>
+<span class="s2">        </span><span class="si">{</span><span class="n">asset_table</span><span class="si">}</span><span class="s2">.Z_PK = ZCLOUDSHAREDCOMMENT.ZCOMMENTEDASSET</span>
+<span class="s2">        OR</span>
+<span class="s2">        </span><span class="si">{</span><span class="n">asset_table</span><span class="si">}</span><span class="s2">.Z_PK = ZCLOUDSHAREDCOMMENT.ZLIKEDASSET</span>
+<span class="s2">    &quot;&quot;&quot;</span>
+    <span class="p">)</span>
+
+    <span class="c1"># order of results</span>
+    <span class="c1"># 0: ZGENERICASSET.ZUUID, -- UUID of the photo</span>
+    <span class="c1"># 1: ZCLOUDSHAREDCOMMENT.ZISLIKE, -- comment is actually a &quot;like&quot;</span>
+    <span class="c1"># 2: ZCLOUDSHAREDCOMMENT.ZCOMMENTDATE, -- date of comment</span>
+    <span class="c1"># 3: ZCLOUDSHAREDCOMMENT.ZCOMMENTTEXT, -- text of comment</span>
+    <span class="c1"># 4: ZCLOUDSHAREDCOMMENT.ZCOMMENTERHASHEDPERSONID, -- hashed ID of person who made comment/like</span>
+    <span class="c1"># 5: ZCLOUDSHAREDCOMMENT.ZISMYCOMMENT -- is my (this user&#39;s) comment</span>
+
+    <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_comments_uuid</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">results</span><span class="p">:</span>
+        <span class="n">uuid</span> <span class="o">=</span> <span class="n">row</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="n">is_like</span> <span class="o">=</span> <span class="nb">bool</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
+        <span class="n">text</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">user_name</span> <span class="o">=</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_hashed_person_id</span><span class="p">[</span><span class="n">row</span><span class="p">[</span><span class="mi">4</span><span class="p">]][</span><span class="s2">&quot;full_name&quot;</span><span class="p">]</span>
+        <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+            <span class="n">user_name</span> <span class="o">=</span> <span class="kc">None</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">dt</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromtimestamp</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span> <span class="o">+</span> <span class="n">TIME_DELTA</span><span class="p">)</span>
+        <span class="k">except</span><span class="p">:</span>
+            <span class="n">dt</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="mi">1970</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+
+        <span class="n">ismine</span> <span class="o">=</span> <span class="nb">bool</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="mi">5</span><span class="p">])</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">db_comments</span> <span class="o">=</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_comments_uuid</span><span class="p">[</span><span class="n">uuid</span><span class="p">]</span>
+        <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+            <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_comments_uuid</span><span class="p">[</span><span class="n">uuid</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;likes&quot;</span><span class="p">:</span> <span class="p">[],</span> <span class="s2">&quot;comments&quot;</span><span class="p">:</span> <span class="p">[]}</span>
+            <span class="n">db_comments</span> <span class="o">=</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_comments_uuid</span><span class="p">[</span><span class="n">uuid</span><span class="p">]</span>
+
+        <span class="k">if</span> <span class="n">is_like</span><span class="p">:</span>
+            <span class="n">db_comments</span><span class="p">[</span><span class="s2">&quot;likes&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">LikeInfo</span><span class="p">(</span><span class="n">dt</span><span class="p">,</span> <span class="n">user_name</span><span class="p">,</span> <span class="n">ismine</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">text</span><span class="p">:</span>
+            <span class="n">db_comments</span><span class="p">[</span><span class="s2">&quot;comments&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">CommentInfo</span><span class="p">(</span><span class="n">dt</span><span class="p">,</span> <span class="n">user_name</span><span class="p">,</span> <span class="n">ismine</span><span class="p">,</span> <span class="n">text</span><span class="p">))</span>
+
+    <span class="c1"># sort results</span>
+    <span class="k">for</span> <span class="n">uuid</span><span class="p">,</span> <span class="n">value</span> <span class="ow">in</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_comments_uuid</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+        <span class="k">if</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_comments_uuid</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;likes&quot;</span><span class="p">]:</span>
+            <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_comments_uuid</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;likes&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">datetime</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">_db_comments_uuid</span><span class="p">[</span><span class="n">uuid</span><span class="p">][</span><span class="s2">&quot;comments&quot;</span><span class="p">]:</span>
+            <span class="n">value</span><span class="p">[</span><span class="s2">&quot;comments&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">datetime</span><span class="p">)</span>
+
+    <span class="n">conn</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+</pre></div>
+
+          </div>
+          
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+<h1 class="logo"><a href="../../../index.html">osxphotos</a></h1>
+
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+
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+
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+
+
+<h3>Navigation</h3>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../../overview.html">osxphotos</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../tutorial.html">Tutorial</a></li>
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+<li class="toctree-l1"><a class="reference internal" href="../../../reference.html">osxphotos package</a></li>
+</ul>
+
+<div class="relations">
+<h3>Related Topics</h3>
+<ul>
+  <li><a href="../../../index.html">Documentation overview</a><ul>
+  <li><a href="../../index.html">Module code</a><ul>
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+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
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--- a/docs/_modules/osxphotos/photosdb/photosdb.html
+++ b/docs/_modules/osxphotos/photosdb/photosdb.html
--- a/docs/_modules/osxphotos/phototemplate.html
+++ b/docs/_modules/osxphotos/phototemplate.html
--- a/docs/_modules/osxphotos/placeinfo.html
+++ b/docs/_modules/osxphotos/placeinfo.html
@@ -0,0 +1,758 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.placeinfo &#8212; osxphotos 0.47.9 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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+   
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+
+  </head><body>
+  
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+    <div class="document">
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+        <div class="bodywrapper">
+          
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+          <div class="body" role="main">
+            
+  <h1>Source code for osxphotos.placeinfo</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot; </span>
+<span class="sd">    PlaceInfo class</span>
+<span class="sd">    Provides reverse geolocation info for photos </span>
+<span class="sd">    </span>
+<span class="sd">    See https://developer.apple.com/documentation/corelocation/clplacemark</span>
+<span class="sd">    for additional documentation on reverse geolocation data</span>
+<span class="sd">&quot;&quot;&quot;</span>
+<span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">ABC</span><span class="p">,</span> <span class="n">abstractmethod</span>
+<span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">namedtuple</span>  <span class="c1"># pylint: disable=syntax-error</span>
+
+<span class="kn">import</span> <span class="nn">yaml</span>
+<span class="kn">from</span> <span class="nn">bpylist</span> <span class="kn">import</span> <span class="n">archiver</span>
+
+<span class="kn">from</span> <span class="nn">._constants</span> <span class="kn">import</span> <span class="n">UNICODE_FORMAT</span>
+<span class="kn">from</span> <span class="nn">.utils</span> <span class="kn">import</span> <span class="n">normalize_unicode</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">&quot;PLRevGeoLocationInfo&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;PLRevGeoMapItem&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;PLRevGeoMapItemAdditionalPlaceInfo&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;CNPostalAddress&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;PlaceInfo&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;PlaceInfo4&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;PlaceInfo5&quot;</span><span class="p">,</span>
+<span class="p">]</span>
+
+<span class="c1"># postal address information, returned by PlaceInfo.address</span>
+<span class="n">PostalAddress</span> <span class="o">=</span> <span class="n">namedtuple</span><span class="p">(</span>
+    <span class="s2">&quot;PostalAddress&quot;</span><span class="p">,</span>
+    <span class="p">[</span>
+        <span class="s2">&quot;street&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;sub_locality&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;city&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;sub_administrative_area&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;state_province&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;postal_code&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;country&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;iso_country_code&quot;</span><span class="p">,</span>
+    <span class="p">],</span>
+<span class="p">)</span>
+
+<span class="c1"># PlaceNames tuple returned by PlaceInfo.names</span>
+<span class="c1"># order of fields 0 - 17 is mapped to placeType value in</span>
+<span class="c1"># PLRevGeoLocationInfo.mapInfo.sortedPlaceInfos</span>
+<span class="c1"># field 18 is combined bodies of water (ocean + inland_water)</span>
+<span class="c1"># and maps to Photos &lt;= 4, RKPlace.type == 44</span>
+<span class="c1"># (Photos &lt;= 4 doesn&#39;t have ocean or inland_water types)</span>
+<span class="c1"># The fields named &quot;field0&quot;, etc. appear to be unused</span>
+<span class="n">PlaceNames</span> <span class="o">=</span> <span class="n">namedtuple</span><span class="p">(</span>
+    <span class="s2">&quot;PlaceNames&quot;</span><span class="p">,</span>
+    <span class="p">[</span>
+        <span class="s2">&quot;field0&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;country&quot;</span><span class="p">,</span>  <span class="c1"># The name of the country associated with the placemark.</span>
+        <span class="s2">&quot;state_province&quot;</span><span class="p">,</span>  <span class="c1"># administrativeArea, The state or province associated with the placemark.</span>
+        <span class="s2">&quot;sub_administrative_area&quot;</span><span class="p">,</span>  <span class="c1"># Additional administrative area information for the placemark.</span>
+        <span class="s2">&quot;city&quot;</span><span class="p">,</span>  <span class="c1"># locality, The city associated with the placemark.</span>
+        <span class="s2">&quot;field5&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;additional_city_info&quot;</span><span class="p">,</span>  <span class="c1"># subLocality, Additional city-level information for the placemark.</span>
+        <span class="s2">&quot;ocean&quot;</span><span class="p">,</span>  <span class="c1"># The name of the ocean associated with the placemark.</span>
+        <span class="s2">&quot;area_of_interest&quot;</span><span class="p">,</span>  <span class="c1"># areasOfInterest, The relevant areas of interest associated with the placemark.</span>
+        <span class="s2">&quot;inland_water&quot;</span><span class="p">,</span>  <span class="c1"># The name of the inland water body associated with the placemark.</span>
+        <span class="s2">&quot;field10&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;region&quot;</span><span class="p">,</span>  <span class="c1"># The geographic region associated with the placemark.</span>
+        <span class="s2">&quot;sub_throughfare&quot;</span><span class="p">,</span>  <span class="c1"># Additional street-level information for the placemark.</span>
+        <span class="s2">&quot;field13&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;postal_code&quot;</span><span class="p">,</span>  <span class="c1"># The postal code associated with the placemark.</span>
+        <span class="s2">&quot;field15&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;field16&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;street_address&quot;</span><span class="p">,</span>  <span class="c1"># throughfare, The street address associated with the placemark.</span>
+        <span class="s2">&quot;body_of_water&quot;</span><span class="p">,</span>  <span class="c1"># RKPlace.type == 44, appears to be any body of water (ocean or inland)</span>
+    <span class="p">],</span>
+<span class="p">)</span>
+
+<span class="c1"># The following classes represent Photo Library Reverse Geolocation Info as stored</span>
+<span class="c1"># in ZADDITIONALASSETATTRIBUTES.ZREVERSELOCATIONDATA</span>
+<span class="c1"># These classes are used by bpylist.archiver to unarchive the serialized objects</span>
+<span class="k">class</span> <span class="nc">PLRevGeoLocationInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;The top level reverse geolocation object&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">addressString</span><span class="p">,</span>
+        <span class="n">countryCode</span><span class="p">,</span>
+        <span class="n">mapItem</span><span class="p">,</span>
+        <span class="n">isHome</span><span class="p">,</span>
+        <span class="n">compoundNames</span><span class="p">,</span>
+        <span class="n">compoundSecondaryNames</span><span class="p">,</span>
+        <span class="n">version</span><span class="p">,</span>
+        <span class="n">geoServiceProvider</span><span class="p">,</span>
+        <span class="n">postalAddress</span><span class="p">,</span>
+    <span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">addressString</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">addressString</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">countryCode</span> <span class="o">=</span> <span class="n">countryCode</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">mapItem</span> <span class="o">=</span> <span class="n">mapItem</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">isHome</span> <span class="o">=</span> <span class="n">isHome</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">compoundNames</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">compoundNames</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">compoundSecondaryNames</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">compoundSecondaryNames</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">version</span> <span class="o">=</span> <span class="n">version</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">geoServiceProvider</span> <span class="o">=</span> <span class="n">geoServiceProvider</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">postalAddress</span> <span class="o">=</span> <span class="n">postalAddress</span>
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="nb">all</span><span class="p">(</span>
+            <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span> <span class="o">==</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="p">[</span>
+                <span class="s2">&quot;addressString&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;countryCode&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;isHome&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;compoundNames&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;compoundSecondaryNames&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;version&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;geoServiceProvider&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;postalAddress&quot;</span><span class="p">,</span>
+            <span class="p">]</span>
+        <span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;addressString: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">addressString</span><span class="si">}</span><span class="s2">, countryCode: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">countryCode</span><span class="si">}</span><span class="s2">, isHome: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">isHome</span><span class="si">}</span><span class="s2">, mapItem: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">mapItem</span><span class="si">}</span><span class="s2">, postalAddress: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">postalAddress</span><span class="si">}</span><span class="s2">&quot;</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">encode_archive</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">archive</span><span class="p">):</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;addressString&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">addressString</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;countryCode&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">countryCode</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;mapItem&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">mapItem</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;isHome&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">isHome</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;compoundNames&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">compoundNames</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;compoundSecondaryNames&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">compoundSecondaryNames</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;version&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">version</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;geoServiceProvider&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">geoServiceProvider</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;postalAddress&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">postalAddress</span><span class="p">)</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">decode_archive</span><span class="p">(</span><span class="n">archive</span><span class="p">):</span>
+        <span class="n">addressString</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;addressString&quot;</span><span class="p">)</span>
+        <span class="n">countryCode</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;countryCode&quot;</span><span class="p">)</span>
+        <span class="n">mapItem</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;mapItem&quot;</span><span class="p">)</span>
+        <span class="n">isHome</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;isHome&quot;</span><span class="p">)</span>
+        <span class="n">compoundNames</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;compoundNames&quot;</span><span class="p">)</span>
+        <span class="n">compoundSecondaryNames</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;compoundSecondaryNames&quot;</span><span class="p">)</span>
+        <span class="n">version</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;version&quot;</span><span class="p">)</span>
+        <span class="n">geoServiceProvider</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;geoServiceProvider&quot;</span><span class="p">)</span>
+        <span class="n">postalAddress</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;postalAddress&quot;</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">PLRevGeoLocationInfo</span><span class="p">(</span>
+            <span class="n">addressString</span><span class="p">,</span>
+            <span class="n">countryCode</span><span class="p">,</span>
+            <span class="n">mapItem</span><span class="p">,</span>
+            <span class="n">isHome</span><span class="p">,</span>
+            <span class="n">compoundNames</span><span class="p">,</span>
+            <span class="n">compoundSecondaryNames</span><span class="p">,</span>
+            <span class="n">version</span><span class="p">,</span>
+            <span class="n">geoServiceProvider</span><span class="p">,</span>
+            <span class="n">postalAddress</span><span class="p">,</span>
+        <span class="p">)</span>
+
+
+<span class="k">class</span> <span class="nc">PLRevGeoMapItem</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Stores the list of place names, organized by area&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sortedPlaceInfos</span><span class="p">,</span> <span class="n">finalPlaceInfos</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">sortedPlaceInfos</span> <span class="o">=</span> <span class="n">sortedPlaceInfos</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">finalPlaceInfos</span> <span class="o">=</span> <span class="n">finalPlaceInfos</span>
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="nb">all</span><span class="p">(</span>
+            <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span> <span class="o">==</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&quot;sortedPlaceInfos&quot;</span><span class="p">,</span> <span class="s2">&quot;finalPlaceInfos&quot;</span><span class="p">]</span>
+        <span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="n">sortedPlaceInfos</span> <span class="o">=</span> <span class="p">[</span><span class="nb">str</span><span class="p">(</span><span class="n">place</span><span class="p">)</span> <span class="k">for</span> <span class="n">place</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sortedPlaceInfos</span><span class="p">]</span>
+        <span class="n">finalPlaceInfos</span> <span class="o">=</span> <span class="p">[</span><span class="nb">str</span><span class="p">(</span><span class="n">place</span><span class="p">)</span> <span class="k">for</span> <span class="n">place</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">finalPlaceInfos</span><span class="p">]</span>
+        <span class="k">return</span> <span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;finalPlaceInfos: </span><span class="si">{</span><span class="n">finalPlaceInfos</span><span class="si">}</span><span class="s2">, sortedPlaceInfos: </span><span class="si">{</span><span class="n">sortedPlaceInfos</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="p">)</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">encode_archive</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">archive</span><span class="p">):</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;sortedPlaceInfos&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">sortedPlaceInfos</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;finalPlaceInfos&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">finalPlaceInfos</span><span class="p">)</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">decode_archive</span><span class="p">(</span><span class="n">archive</span><span class="p">):</span>
+        <span class="n">sortedPlaceInfos</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;sortedPlaceInfos&quot;</span><span class="p">)</span>
+        <span class="n">finalPlaceInfos</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;finalPlaceInfos&quot;</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">PLRevGeoMapItem</span><span class="p">(</span><span class="n">sortedPlaceInfos</span><span class="p">,</span> <span class="n">finalPlaceInfos</span><span class="p">)</span>
+
+
+<span class="k">class</span> <span class="nc">PLRevGeoMapItemAdditionalPlaceInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Additional info about individual places&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">area</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">placeType</span><span class="p">,</span> <span class="n">dominantOrderType</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">area</span> <span class="o">=</span> <span class="n">area</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">name</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">placeType</span> <span class="o">=</span> <span class="n">placeType</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dominantOrderType</span> <span class="o">=</span> <span class="n">dominantOrderType</span>
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="nb">all</span><span class="p">(</span>
+            <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span> <span class="o">==</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&quot;area&quot;</span><span class="p">,</span> <span class="s2">&quot;name&quot;</span><span class="p">,</span> <span class="s2">&quot;placeType&quot;</span><span class="p">,</span> <span class="s2">&quot;dominantOrderType&quot;</span><span class="p">]</span>
+        <span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;area: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">area</span><span class="si">}</span><span class="s2">, name: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">, placeType: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">placeType</span><span class="si">}</span><span class="s2">&quot;</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">encode_archive</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">archive</span><span class="p">):</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;area&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">area</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;name&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;placeType&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">placeType</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;dominantOrderType&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">dominantOrderType</span><span class="p">)</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">decode_archive</span><span class="p">(</span><span class="n">archive</span><span class="p">):</span>
+        <span class="n">area</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;area&quot;</span><span class="p">)</span>
+        <span class="n">name</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;name&quot;</span><span class="p">)</span>
+        <span class="n">placeType</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;placeType&quot;</span><span class="p">)</span>
+        <span class="n">dominantOrderType</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;dominantOrderType&quot;</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">PLRevGeoMapItemAdditionalPlaceInfo</span><span class="p">(</span>
+            <span class="n">area</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">placeType</span><span class="p">,</span> <span class="n">dominantOrderType</span>
+        <span class="p">)</span>
+
+
+<span class="k">class</span> <span class="nc">CNPostalAddress</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;postal address for the reverse geolocation info&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">_ISOCountryCode</span><span class="p">,</span>
+        <span class="n">_city</span><span class="p">,</span>
+        <span class="n">_country</span><span class="p">,</span>
+        <span class="n">_postalCode</span><span class="p">,</span>
+        <span class="n">_state</span><span class="p">,</span>
+        <span class="n">_street</span><span class="p">,</span>
+        <span class="n">_subAdministrativeArea</span><span class="p">,</span>
+        <span class="n">_subLocality</span><span class="p">,</span>
+    <span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_ISOCountryCode</span> <span class="o">=</span> <span class="n">_ISOCountryCode</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_city</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">_city</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_country</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">_country</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_postalCode</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">_postalCode</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_state</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">_state</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_street</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">_street</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_subAdministrativeArea</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">_subAdministrativeArea</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_subLocality</span> <span class="o">=</span> <span class="n">normalize_unicode</span><span class="p">(</span><span class="n">_subLocality</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="nb">all</span><span class="p">(</span>
+            <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span> <span class="o">==</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="n">field</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="p">[</span>
+                <span class="s2">&quot;_ISOCountryCode&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;_city&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;_country&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;_postalCode&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;_state&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;_street&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;_subAdministrativeArea&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;_subLocality&quot;</span><span class="p">,</span>
+            <span class="p">]</span>
+        <span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+            <span class="nb">map</span><span class="p">(</span>
+                <span class="nb">str</span><span class="p">,</span>
+                <span class="p">[</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_street</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_city</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_subLocality</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_subAdministrativeArea</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_state</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_postalCode</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_country</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_ISOCountryCode</span><span class="p">,</span>
+                <span class="p">],</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">encode_archive</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">archive</span><span class="p">):</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;_ISOCountryCode&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">_ISOCountryCode</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;_country&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">_country</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;_city&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">_city</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;_postalCode&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">_postalCode</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;_state&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">_state</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;_street&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">_street</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;_subAdministrativeArea&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">_subAdministrativeArea</span><span class="p">)</span>
+        <span class="n">archive</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;_subLocality&quot;</span><span class="p">,</span> <span class="n">obj</span><span class="o">.</span><span class="n">_subLocality</span><span class="p">)</span>
+
+    <span class="nd">@staticmethod</span>
+    <span class="k">def</span> <span class="nf">decode_archive</span><span class="p">(</span><span class="n">archive</span><span class="p">):</span>
+        <span class="n">_ISOCountryCode</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;_ISOCountryCode&quot;</span><span class="p">)</span>
+        <span class="n">_country</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;_country&quot;</span><span class="p">)</span>
+        <span class="n">_city</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;_city&quot;</span><span class="p">)</span>
+        <span class="n">_postalCode</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;_postalCode&quot;</span><span class="p">)</span>
+        <span class="n">_state</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;_state&quot;</span><span class="p">)</span>
+        <span class="n">_street</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;_street&quot;</span><span class="p">)</span>
+        <span class="n">_subAdministrativeArea</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;_subAdministrativeArea&quot;</span><span class="p">)</span>
+        <span class="n">_subLocality</span> <span class="o">=</span> <span class="n">archive</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;_subLocality&quot;</span><span class="p">)</span>
+
+        <span class="k">return</span> <span class="n">CNPostalAddress</span><span class="p">(</span>
+            <span class="n">_ISOCountryCode</span><span class="p">,</span>
+            <span class="n">_city</span><span class="p">,</span>
+            <span class="n">_country</span><span class="p">,</span>
+            <span class="n">_postalCode</span><span class="p">,</span>
+            <span class="n">_state</span><span class="p">,</span>
+            <span class="n">_street</span><span class="p">,</span>
+            <span class="n">_subAdministrativeArea</span><span class="p">,</span>
+            <span class="n">_subLocality</span><span class="p">,</span>
+        <span class="p">)</span>
+
+
+<span class="c1"># register the classes with bpylist.archiver</span>
+<span class="n">archiver</span><span class="o">.</span><span class="n">update_class_map</span><span class="p">({</span><span class="s2">&quot;CNPostalAddress&quot;</span><span class="p">:</span> <span class="n">CNPostalAddress</span><span class="p">})</span>
+<span class="n">archiver</span><span class="o">.</span><span class="n">update_class_map</span><span class="p">(</span>
+    <span class="p">{</span><span class="s2">&quot;PLRevGeoMapItemAdditionalPlaceInfo&quot;</span><span class="p">:</span> <span class="n">PLRevGeoMapItemAdditionalPlaceInfo</span><span class="p">}</span>
+<span class="p">)</span>
+<span class="n">archiver</span><span class="o">.</span><span class="n">update_class_map</span><span class="p">({</span><span class="s2">&quot;PLRevGeoMapItem&quot;</span><span class="p">:</span> <span class="n">PLRevGeoMapItem</span><span class="p">})</span>
+<span class="n">archiver</span><span class="o">.</span><span class="n">update_class_map</span><span class="p">({</span><span class="s2">&quot;PLRevGeoLocationInfo&quot;</span><span class="p">:</span> <span class="n">PLRevGeoLocationInfo</span><span class="p">})</span>
+
+
+<div class="viewcode-block" id="PlaceInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.PlaceInfo">[docs]</a><span class="k">class</span> <span class="nc">PlaceInfo</span><span class="p">(</span><span class="n">ABC</span><span class="p">):</span>
+    <span class="nd">@property</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">address_str</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@property</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">country_code</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@property</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">ishome</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@property</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@property</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">names</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">pass</span>
+
+    <span class="nd">@property</span>
+    <span class="nd">@abstractmethod</span>
+    <span class="k">def</span> <span class="nf">address</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">pass</span></div>
+
+
+<span class="k">class</span> <span class="nc">PlaceInfo4</span><span class="p">(</span><span class="n">PlaceInfo</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Reverse geolocation place info for a photo (Photos &lt;= 4)&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">place_names</span><span class="p">,</span> <span class="n">country_code</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;place_names: list of place name tuples in ascending order by area</span>
+<span class="sd">        tuple fields are: modelID, place name, place type, area, e.g.</span>
+<span class="sd">        [(5, &quot;St James&#39;s Park&quot;, 45, 0),</span>
+<span class="sd">        (4, &#39;Westminster&#39;, 16, 22097376),</span>
+<span class="sd">        (3, &#39;London&#39;, 4, 1596146816),</span>
+<span class="sd">        (2, &#39;England&#39;, 2, 180406091776),</span>
+<span class="sd">        (1, &#39;United Kingdom&#39;, 1, 414681432064)]</span>
+<span class="sd">        country_code: two letter country code for the country</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_place_names</span> <span class="o">=</span> <span class="n">place_names</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_country_code</span> <span class="o">=</span> <span class="n">country_code</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_process_place_info</span><span class="p">()</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">address_str</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="kc">None</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">country_code</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_country_code</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">ishome</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="kc">None</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_name</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">names</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_names</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">address</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">PostalAddress</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">False</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">return</span> <span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_place_names</span> <span class="o">==</span> <span class="n">other</span><span class="o">.</span><span class="n">_place_names</span>
+                <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_country_code</span> <span class="o">==</span> <span class="n">other</span><span class="o">.</span><span class="n">_country_code</span>
+            <span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">_process_place_info</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Process place_names to set self._name and self._names&quot;&quot;&quot;</span>
+        <span class="n">places</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_place_names</span>
+
+        <span class="c1"># build a dictionary where key is placetype</span>
+        <span class="n">places_dict</span> <span class="o">=</span> <span class="p">{}</span>
+        <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">places</span><span class="p">:</span>
+            <span class="c1"># places in format:</span>
+            <span class="c1"># [(5, &quot;St James&#39;s Park&quot;, 45, 0), ]</span>
+            <span class="c1">#   0: modelID</span>
+            <span class="c1">#   1: name</span>
+            <span class="c1">#   2: type</span>
+            <span class="c1">#   3: area</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">places_dict</span><span class="p">[</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]]</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">normalize_unicode</span><span class="p">(</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]),</span> <span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">]))</span>
+            <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+                <span class="n">places_dict</span><span class="p">[</span><span class="n">p</span><span class="p">[</span><span class="mi">2</span><span class="p">]]</span> <span class="o">=</span> <span class="p">[(</span><span class="n">normalize_unicode</span><span class="p">(</span><span class="n">p</span><span class="p">[</span><span class="mi">1</span><span class="p">]),</span> <span class="n">p</span><span class="p">[</span><span class="mi">3</span><span class="p">])]</span>
+
+        <span class="c1"># build list to populate PlaceNames tuple</span>
+        <span class="c1"># initialize with empty lists for each field in PlaceNames</span>
+        <span class="n">place_info</span> <span class="o">=</span> <span class="p">[[]]</span> <span class="o">*</span> <span class="mi">19</span>
+
+        <span class="c1"># add the place names sorted by area (ascending)</span>
+        <span class="c1"># in Photos &lt;=4, possible place type values are:</span>
+        <span class="c1"># 45: areasOfInterest (The relevant areas of interest associated with the placemark.)</span>
+        <span class="c1"># 44: body of water (includes both inlandWater and ocean)</span>
+        <span class="c1"># 43: subLocality (Additional city-level information for the placemark.</span>
+        <span class="c1"># 16: locality (The city associated with the placemark.)</span>
+        <span class="c1"># 4: subAdministrativeArea (Additional administrative area information for the placemark.)</span>
+        <span class="c1"># 2: administrativeArea (The state or province associated with the placemark.)</span>
+        <span class="c1"># 1: country</span>
+        <span class="c1"># mapping = mapping from PlaceNames to field in places_dict</span>
+        <span class="c1"># PlaceNames fields map to the placeType value in Photos5 (0..17)</span>
+        <span class="c1"># but place type in Photos &lt;=4 has different values</span>
+        <span class="c1"># hence (3, 4) means PlaceNames[3] = places_dict[4] (sub_administrative_area)</span>
+        <span class="n">mapping</span> <span class="o">=</span> <span class="p">[(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mi">4</span><span class="p">,</span> <span class="mi">16</span><span class="p">),</span> <span class="p">(</span><span class="mi">18</span><span class="p">,</span> <span class="mi">44</span><span class="p">),</span> <span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">45</span><span class="p">)]</span>
+        <span class="k">for</span> <span class="n">field5</span><span class="p">,</span> <span class="n">field4</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">:</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">place_info</span><span class="p">[</span><span class="n">field5</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span>
+                    <span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+                    <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">places_dict</span><span class="p">[</span><span class="n">field4</span><span class="p">],</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">place</span><span class="p">:</span> <span class="n">place</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
+                <span class="p">]</span>
+            <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+                <span class="k">pass</span>
+
+        <span class="n">place_names</span> <span class="o">=</span> <span class="n">PlaceNames</span><span class="p">(</span><span class="o">*</span><span class="n">place_info</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_names</span> <span class="o">=</span> <span class="n">place_names</span>
+
+        <span class="c1"># build the name as it appears in Photos</span>
+        <span class="c1"># the length of the name is at most 3 fields and appears to be based on available</span>
+        <span class="c1"># reverse geolocation data in the following order (left to right, joined by &#39;,&#39;)</span>
+        <span class="c1"># always has country if available then either area of interest and city OR</span>
+        <span class="c1"># city and state</span>
+        <span class="c1"># e.g. 4, 2, 1 OR 8, 4, 1</span>
+        <span class="c1"># 8 (45): area_of_interest</span>
+        <span class="c1"># 4 (16): locality / city</span>
+        <span class="c1"># 2 (2): administrative area (state/province)</span>
+        <span class="c1"># 1 (1): country</span>
+        <span class="n">name_list</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">if</span> <span class="n">place_names</span><span class="p">[</span><span class="mi">8</span><span class="p">]:</span>
+            <span class="n">name_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">place_names</span><span class="p">[</span><span class="mi">8</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+            <span class="k">if</span> <span class="n">place_names</span><span class="p">[</span><span class="mi">4</span><span class="p">]:</span>
+                <span class="n">name_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">place_names</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+        <span class="k">elif</span> <span class="n">place_names</span><span class="p">[</span><span class="mi">4</span><span class="p">]:</span>
+            <span class="n">name_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">place_names</span><span class="p">[</span><span class="mi">4</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+            <span class="k">if</span> <span class="n">place_names</span><span class="p">[</span><span class="mi">2</span><span class="p">]:</span>
+                <span class="n">name_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">place_names</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+        <span class="k">elif</span> <span class="n">place_names</span><span class="p">[</span><span class="mi">2</span><span class="p">]:</span>
+            <span class="n">name_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">place_names</span><span class="p">[</span><span class="mi">2</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+
+        <span class="c1"># add country</span>
+        <span class="k">if</span> <span class="n">place_names</span><span class="p">[</span><span class="mi">1</span><span class="p">]:</span>
+            <span class="n">name_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">place_names</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+
+        <span class="n">name</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">name_list</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_name</span> <span class="o">=</span> <span class="n">name</span> <span class="k">if</span> <span class="n">name</span> <span class="o">!=</span> <span class="s2">&quot;&quot;</span> <span class="k">else</span> <span class="kc">None</span>
+
+    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="n">info</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;names&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">names</span><span class="p">,</span>
+            <span class="s2">&quot;country_code&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">country_code</span><span class="p">,</span>
+        <span class="p">}</span>
+        <span class="k">return</span> <span class="s2">&quot;PlaceInfo(&quot;</span> <span class="o">+</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">k</span><span class="si">}</span><span class="s2">=&#39;</span><span class="si">{</span><span class="n">v</span><span class="si">}</span><span class="s2">&#39;&quot;</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">info</span><span class="o">.</span><span class="n">items</span><span class="p">()])</span> <span class="o">+</span> <span class="s2">&quot;)&quot;</span>
+
+    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="p">{</span>
+            <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;names&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">names</span><span class="o">.</span><span class="n">_asdict</span><span class="p">(),</span>
+            <span class="s2">&quot;country_code&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">country_code</span><span class="p">,</span>
+        <span class="p">}</span>
+
+
+<span class="k">class</span> <span class="nc">PlaceInfo5</span><span class="p">(</span><span class="n">PlaceInfo</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;Reverse geolocation place info for a photo (Photos &gt;= 5)&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">revgeoloc_bplist</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;revgeoloc_bplist: a binary plist blob containing</span>
+<span class="sd">        a serialized PLRevGeoLocationInfo object&quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_bplist</span> <span class="o">=</span> <span class="n">revgeoloc_bplist</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_plrevgeoloc</span> <span class="o">=</span> <span class="n">archiver</span><span class="o">.</span><span class="n">unarchive</span><span class="p">(</span><span class="n">revgeoloc_bplist</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_process_place_info</span><span class="p">()</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">address_str</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns the postal address as a string&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_plrevgeoloc</span><span class="o">.</span><span class="n">addressString</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">country_code</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns the country code&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_plrevgeoloc</span><span class="o">.</span><span class="n">countryCode</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">ishome</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns True if place is user&#39;s home address&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_plrevgeoloc</span><span class="o">.</span><span class="n">isHome</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns local place name&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_name</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">names</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns PlaceNames tuple with detailed reverse geolocation place names&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_names</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">address</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="n">addr</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_plrevgeoloc</span><span class="o">.</span><span class="n">postalAddress</span>
+        <span class="k">if</span> <span class="n">addr</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">postal_address</span> <span class="o">=</span> <span class="n">PostalAddress</span><span class="p">(</span>
+                <span class="n">street</span><span class="o">=</span><span class="n">addr</span><span class="o">.</span><span class="n">_street</span><span class="p">,</span>
+                <span class="n">sub_locality</span><span class="o">=</span><span class="n">addr</span><span class="o">.</span><span class="n">_subLocality</span><span class="p">,</span>
+                <span class="n">city</span><span class="o">=</span><span class="n">addr</span><span class="o">.</span><span class="n">_city</span><span class="p">,</span>
+                <span class="n">sub_administrative_area</span><span class="o">=</span><span class="n">addr</span><span class="o">.</span><span class="n">_subAdministrativeArea</span><span class="p">,</span>
+                <span class="n">state_province</span><span class="o">=</span><span class="n">addr</span><span class="o">.</span><span class="n">_state</span><span class="p">,</span>
+                <span class="n">postal_code</span><span class="o">=</span><span class="n">addr</span><span class="o">.</span><span class="n">_postalCode</span><span class="p">,</span>
+                <span class="n">country</span><span class="o">=</span><span class="n">addr</span><span class="o">.</span><span class="n">_country</span><span class="p">,</span>
+                <span class="n">iso_country_code</span><span class="o">=</span><span class="n">addr</span><span class="o">.</span><span class="n">_ISOCountryCode</span><span class="p">,</span>
+            <span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">postal_address</span> <span class="o">=</span> <span class="n">PostalAddress</span><span class="p">(</span>
+                <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span>
+            <span class="p">)</span>
+
+        <span class="k">return</span> <span class="n">postal_address</span>
+
+    <span class="k">def</span> <span class="nf">_process_place_info</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;Process sortedPlaceInfos to set self._name and self._names&quot;&quot;&quot;</span>
+        <span class="n">places</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_plrevgeoloc</span><span class="o">.</span><span class="n">mapItem</span><span class="o">.</span><span class="n">sortedPlaceInfos</span>
+
+        <span class="c1"># build a dictionary where key is placetype</span>
+        <span class="n">places_dict</span> <span class="o">=</span> <span class="p">{}</span>
+        <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">places</span><span class="p">:</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">places_dict</span><span class="p">[</span><span class="n">p</span><span class="o">.</span><span class="n">placeType</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">p</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">p</span><span class="o">.</span><span class="n">area</span><span class="p">))</span>
+            <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+                <span class="n">places_dict</span><span class="p">[</span><span class="n">p</span><span class="o">.</span><span class="n">placeType</span><span class="p">]</span> <span class="o">=</span> <span class="p">[(</span><span class="n">p</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">p</span><span class="o">.</span><span class="n">area</span><span class="p">)]</span>
+
+        <span class="c1"># build list to populate PlaceNames tuple</span>
+        <span class="n">place_info</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">18</span><span class="p">):</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="c1"># add the place names sorted by area (ascending)</span>
+                <span class="n">place_info</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
+                    <span class="p">[</span>
+                        <span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+                        <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">places_dict</span><span class="p">[</span><span class="n">field</span><span class="p">],</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">place</span><span class="p">:</span> <span class="n">place</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
+                    <span class="p">]</span>
+                <span class="p">)</span>
+            <span class="k">except</span><span class="p">:</span>
+                <span class="n">place_info</span><span class="o">.</span><span class="n">append</span><span class="p">([])</span>
+
+        <span class="c1"># fill in body_of_water for compatibility with Photos &lt;= 4</span>
+        <span class="n">place_info</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">place_info</span><span class="p">[</span><span class="mi">7</span><span class="p">]</span> <span class="o">+</span> <span class="n">place_info</span><span class="p">[</span><span class="mi">9</span><span class="p">])</span>
+
+        <span class="n">place_names</span> <span class="o">=</span> <span class="n">PlaceNames</span><span class="p">(</span><span class="o">*</span><span class="n">place_info</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_names</span> <span class="o">=</span> <span class="n">place_names</span>
+
+        <span class="c1"># build the name as it appears in Photos</span>
+        <span class="c1"># the length of the name is variable and appears to be based on available</span>
+        <span class="c1"># reverse geolocation data in the following order (left to right, joined by &#39;,&#39;)</span>
+        <span class="c1"># 8: area_of_interest</span>
+        <span class="c1"># 11: region (I&#39;ve only seen this applied to islands)</span>
+        <span class="c1"># 4: locality / city</span>
+        <span class="c1"># 2: administrative area (state/province)</span>
+        <span class="c1"># 1: country</span>
+        <span class="c1"># 9: inland_water</span>
+        <span class="c1"># 7: ocean</span>
+        <span class="n">name</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+            <span class="p">[</span>
+                <span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+                <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="p">[</span>
+                    <span class="n">place_names</span><span class="p">[</span><span class="mi">8</span><span class="p">],</span>  <span class="c1"># area of interest</span>
+                    <span class="n">place_names</span><span class="p">[</span><span class="mi">11</span><span class="p">],</span>  <span class="c1"># region (I&#39;ve only seen this applied to islands)</span>
+                    <span class="n">place_names</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span>  <span class="c1"># locality / city</span>
+                    <span class="n">place_names</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span>  <span class="c1"># administrative area (state/province)</span>
+                    <span class="n">place_names</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span>  <span class="c1"># country</span>
+                    <span class="n">place_names</span><span class="p">[</span><span class="mi">9</span><span class="p">],</span>  <span class="c1"># inland_water</span>
+                    <span class="n">place_names</span><span class="p">[</span><span class="mi">7</span><span class="p">],</span>  <span class="c1"># ocean</span>
+                <span class="p">]</span>
+                <span class="k">if</span> <span class="n">p</span> <span class="ow">and</span> <span class="n">p</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+            <span class="p">]</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_name</span> <span class="o">=</span> <span class="n">name</span> <span class="k">if</span> <span class="n">name</span> <span class="o">!=</span> <span class="s2">&quot;&quot;</span> <span class="k">else</span> <span class="kc">None</span>
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">other</span><span class="p">,</span> <span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">False</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_plrevgeoloc</span> <span class="o">==</span> <span class="n">other</span><span class="o">.</span><span class="n">_plrevgeoloc</span>
+
+    <span class="k">def</span> <span class="fm">__ne__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">):</span>
+        <span class="k">return</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="fm">__eq__</span><span class="p">(</span><span class="n">other</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="n">info</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;names&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">names</span><span class="p">,</span>
+            <span class="s2">&quot;country_code&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">country_code</span><span class="p">,</span>
+            <span class="s2">&quot;ishome&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">ishome</span><span class="p">,</span>
+            <span class="s2">&quot;address_str&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">address_str</span><span class="p">,</span>
+            <span class="s2">&quot;address&quot;</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">address</span><span class="p">),</span>
+        <span class="p">}</span>
+        <span class="k">return</span> <span class="s2">&quot;PlaceInfo(&quot;</span> <span class="o">+</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">k</span><span class="si">}</span><span class="s2">=&#39;</span><span class="si">{</span><span class="n">v</span><span class="si">}</span><span class="s2">&#39;&quot;</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">info</span><span class="o">.</span><span class="n">items</span><span class="p">()])</span> <span class="o">+</span> <span class="s2">&quot;)&quot;</span>
+
+    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="p">{</span>
+            <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;names&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">names</span><span class="o">.</span><span class="n">_asdict</span><span class="p">(),</span>
+            <span class="s2">&quot;country_code&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">country_code</span><span class="p">,</span>
+            <span class="s2">&quot;ishome&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">ishome</span><span class="p">,</span>
+            <span class="s2">&quot;address_str&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">address_str</span><span class="p">,</span>
+            <span class="s2">&quot;address&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">address</span><span class="o">.</span><span class="n">_asdict</span><span class="p">()</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">address</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="p">}</span>
+</pre></div>
+
+          </div>
+          
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
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+
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+    --color-code-background: #f8f8f8;
+  --color-code-foreground: black;
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+      --color-code-background: #202020;
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+  
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+      body:not([data-theme="light"]) {
+        --color-code-background: #202020;
+  --color-code-foreground: #d0d0d0;
+  
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+</style></head>
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+    </svg>
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+    </svg>
+  </symbol>
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+          <h1>Source code for osxphotos.queryoptions</h1><div class="highlight"><pre>
+<span></span><span class="sd">""" QueryOptions class for PhotosDB.query """</span>
+
+<span class="kn">import</span> <span class="nn">datetime</span>
+<span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">asdict</span><span class="p">,</span> <span class="n">dataclass</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Tuple</span>
+
+<span class="kn">import</span> <span class="nn">bitmath</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"QueryOptions"</span><span class="p">]</span>
+
+
+<div class="viewcode-block" id="QueryOptions"><a class="viewcode-back" href="../../reference.html#osxphotos.QueryOptions">[docs]</a><span class="nd">@dataclass</span>
+<span class="k">class</span> <span class="nc">QueryOptions</span><span class="p">:</span>
+
+    <span class="sd">"""QueryOptions class for PhotosDB.query</span>
+
+<span class="sd">    Attributes:</span>
+<span class="sd">        added_after: search for photos added after a given date</span>
+<span class="sd">        added_before: search for photos added before a given date</span>
+<span class="sd">        added_in_last: search for photos added in last X datetime.timedelta</span>
+<span class="sd">        album: list of album names to search for</span>
+<span class="sd">        burst_photos: search for burst photos</span>
+<span class="sd">        burst: search for burst photos</span>
+<span class="sd">        cloudasset: search for photos that are managed by iCloud</span>
+<span class="sd">        deleted_only: search only for deleted photos</span>
+<span class="sd">        deleted: also include deleted photos</span>
+<span class="sd">        description: list of descriptions to search for</span>
+<span class="sd">        duplicate: search for duplicate photos</span>
+<span class="sd">        edited: search for edited photos</span>
+<span class="sd">        exif: search for photos with EXIF tags that matches the given data</span>
+<span class="sd">        external_edit: search for photos edited in external apps</span>
+<span class="sd">        favorite: search for favorite photos</span>
+<span class="sd">        folder: list of folder names to search for</span>
+<span class="sd">        from_date: search for photos taken on or after this date</span>
+<span class="sd">        function: list of query functions to evaluate</span>
+<span class="sd">        has_comment: search for photos with comments</span>
+<span class="sd">        has_likes: search for shared photos with likes</span>
+<span class="sd">        has_raw: search for photos with associated raw files</span>
+<span class="sd">        hdr: search for HDR photos</span>
+<span class="sd">        hidden: search for hidden photos</span>
+<span class="sd">        ignore_case: ignore case when searching</span>
+<span class="sd">        in_album: search for photos in an album</span>
+<span class="sd">        incloud: search for cloud assets that are synched to iCloud</span>
+<span class="sd">        is_reference: search for photos stored by reference (that is, they are not managed by Photos)</span>
+<span class="sd">        keyword: list of keywords to search for</span>
+<span class="sd">        label: list of labels to search for</span>
+<span class="sd">        live: search for live photos</span>
+<span class="sd">        location: search for photos with a location</span>
+<span class="sd">        max_size: maximum size of photos to search for</span>
+<span class="sd">        min_size: minimum size of photos to search for</span>
+<span class="sd">        missing_bursts: for burst photos, also include burst photos that are missing</span>
+<span class="sd">        missing: search for missing photos</span>
+<span class="sd">        movies: search for movies</span>
+<span class="sd">        name: list of names to search for</span>
+<span class="sd">        no_comment: search for photos with no comments</span>
+<span class="sd">        no_description: search for photos with no description</span>
+<span class="sd">        no_likes: search for shared photos with no likes</span>
+<span class="sd">        no_location: search for photos with no location</span>
+<span class="sd">        no_keyword: search for photos with no keywords</span>
+<span class="sd">        no_place: search for photos with no place</span>
+<span class="sd">        no_title: search for photos with no title</span>
+<span class="sd">        not_burst: search for non-burst photos</span>
+<span class="sd">        not_cloudasset: search for photos that are not managed by iCloud</span>
+<span class="sd">        not_favorite: search for non-favorite photos</span>
+<span class="sd">        not_hdr: search for non-HDR photos</span>
+<span class="sd">        not_hidden: search for non-hidden photos</span>
+<span class="sd">        not_in_album: search for photos not in an album</span>
+<span class="sd">        not_incloud: search for cloud asset photos that are not yet synched to iCloud</span>
+<span class="sd">        not_live: search for non-live photos</span>
+<span class="sd">        not_missing: search for non-missing photos</span>
+<span class="sd">        not_panorama: search for non-panorama photos</span>
+<span class="sd">        not_portrait: search for non-portrait photos</span>
+<span class="sd">        not_screenshot: search for non-screenshot photos</span>
+<span class="sd">        not_selfie: search for non-selfie photos</span>
+<span class="sd">        not_shared: search for non-shared photos</span>
+<span class="sd">        not_slow_mo: search for non-slow-mo photos</span>
+<span class="sd">        not_time_lapse: search for non-time-lapse photos</span>
+<span class="sd">        panorama: search for panorama photos</span>
+<span class="sd">        person: list of person names to search for</span>
+<span class="sd">        photos: search for photos</span>
+<span class="sd">        place: list of place names to search for</span>
+<span class="sd">        portrait: search for portrait photos</span>
+<span class="sd">        query_eval: list of query expressions to evaluate</span>
+<span class="sd">        regex: list of regular expressions to search for</span>
+<span class="sd">        screenshot: search for screenshot photos</span>
+<span class="sd">        selected: search for selected photos</span>
+<span class="sd">        selfie: search for selfie photos</span>
+<span class="sd">        shared: search for shared photos</span>
+<span class="sd">        slow_mo: search for slow-mo photos</span>
+<span class="sd">        time_lapse: search for time-lapse photos</span>
+<span class="sd">        title: list of titles to search for</span>
+<span class="sd">        to_date: search for photos taken on or before this date</span>
+<span class="sd">        uti: list of UTIs to search for</span>
+<span class="sd">        uuid: list of uuids to search for</span>
+<span class="sd">        year: search for photos taken in a given year</span>
+<span class="sd">    """</span>
+
+    <span class="n">added_after</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">added_before</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">added_in_last</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">timedelta</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">album</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">burst_photos</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">burst</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">cloudasset</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">deleted_only</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">deleted</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">description</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">duplicate</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">edited</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">exif</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">external_edit</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">favorite</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">folder</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">from_date</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">from_time</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">time</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">function</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="n">Tuple</span><span class="p">[</span><span class="n">callable</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">has_comment</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">has_likes</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">has_raw</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">hdr</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">hidden</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">ignore_case</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">in_album</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">incloud</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">is_reference</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">keyword</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">label</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">live</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">location</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">max_size</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">bitmath</span><span class="o">.</span><span class="n">Byte</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">min_size</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">bitmath</span><span class="o">.</span><span class="n">Byte</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">missing_bursts</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">missing</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">movies</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
+    <span class="n">name</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">no_comment</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">no_description</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">no_likes</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">no_location</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">no_keyword</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">no_place</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">no_title</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_burst</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_cloudasset</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_favorite</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_hdr</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_hidden</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_in_album</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_incloud</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_live</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_missing</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_panorama</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_portrait</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_screenshot</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_selfie</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_shared</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_slow_mo</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">not_time_lapse</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">panorama</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">person</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">photos</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
+    <span class="n">place</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">portrait</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">query_eval</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">regex</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">screenshot</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">selected</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">selfie</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">shared</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">slow_mo</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">time_lapse</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">title</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">to_date</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">to_time</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">time</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">uti</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">uuid</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">year</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">int</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>
+
+    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span></div>
+</pre></div>
+        </article>
+      </div>
+      <footer>
+        
+        <div class="related-pages">
+          
+          
+        </div>
+        <div class="bottom-of-page">
+          <div class="left-details">
+            <div class="copyright">
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+</html>
--- a/docs/_modules/osxphotos/scoreinfo.html
+++ b/docs/_modules/osxphotos/scoreinfo.html
@@ -0,0 +1,143 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.scoreinfo &#8212; osxphotos 0.47.9 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
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+   
+  <link rel="stylesheet" href="../../_static/custom.css" type="text/css" />
+  
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+
+  </head><body>
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+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          
+
+          <div class="body" role="main">
+            
+  <h1>Source code for osxphotos.scoreinfo</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot; ScoreInfo class to expose computed score info from the library &quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span>
+
+<span class="kn">from</span> <span class="nn">._constants</span> <span class="kn">import</span> <span class="n">_PHOTOS_4_VERSION</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;ScoreInfo&quot;</span><span class="p">]</span>
+
+
+<div class="viewcode-block" id="ScoreInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.ScoreInfo">[docs]</a><span class="nd">@dataclass</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">ScoreInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Computed photo score info associated with a photo from the Photos library&quot;&quot;&quot;</span>
+
+    <span class="n">overall</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">curation</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">promotion</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">highlight_visibility</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">behavioral</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">failure</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">harmonious_color</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">immersiveness</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">interaction</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">interesting_subject</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">intrusive_object_presence</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">lively_color</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">low_light</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">noise</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">pleasant_camera_tilt</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">pleasant_composition</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">pleasant_lighting</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">pleasant_pattern</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">pleasant_perspective</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">pleasant_post_processing</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">pleasant_reflection</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">pleasant_symmetry</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">sharply_focused_subject</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">tastefully_blurred</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">well_chosen_subject</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">well_framed_subject</span><span class="p">:</span> <span class="nb">float</span>
+    <span class="n">well_timed_shot</span><span class="p">:</span> <span class="nb">float</span></div>
+</pre></div>
+
+          </div>
+          
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+<h1 class="logo"><a href="../../index.html">osxphotos</a></h1>
+
+
+
+
+
+
+
+
+<h3>Navigation</h3>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../overview.html">osxphotos</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../tutorial.html">Tutorial</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../cli.html">osxphotos command line interface (CLI)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../reference.html">osxphotos package</a></li>
+</ul>
+
+<div class="relations">
+<h3>Related Topics</h3>
+<ul>
+  <li><a href="../../index.html">Documentation overview</a><ul>
+  <li><a href="../index.html">Module code</a><ul>
+  </ul></li>
+  </ul></li>
+</ul>
+</div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="../../search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>$('#searchbox').show(0);</script>
+
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+      |
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
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+
+    
+
+    
+  </body>
+</html>
--- a/docs/_modules/osxphotos/searchinfo.html
+++ b/docs/_modules/osxphotos/searchinfo.html
@@ -0,0 +1,325 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>osxphotos.searchinfo &#8212; osxphotos 0.47.9 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/alabaster.css" />
+    <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+    <script src="../../_static/jquery.js"></script>
+    <script src="../../_static/underscore.js"></script>
+    <script src="../../_static/doctools.js"></script>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+   
+  <link rel="stylesheet" href="../../_static/custom.css" type="text/css" />
+  
+  
+  <meta name="viewport" content="width=device-width, initial-scale=0.9, maximum-scale=0.9" />
+
+  </head><body>
+  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          
+
+          <div class="body" role="main">
+            
+  <h1>Source code for osxphotos.searchinfo</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot; class for PhotoInfo exposing SearchInfo data such as labels </span>
+<span class="sd">&quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">._constants</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">_PHOTOS_4_VERSION</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_ACTIVITY</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_ALL_LOCALITY</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_BODY_OF_WATER</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_CITY</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_COUNTRY</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_HOLIDAY</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_LABEL</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_MEDIA_TYPES</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_MONTH</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_NEIGHBORHOOD</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_PLACE_NAME</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_SEASON</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_STATE</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_STATE_ABBREVIATION</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_STREET</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_VENUE</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_VENUE_TYPE</span><span class="p">,</span>
+    <span class="n">SEARCH_CATEGORY_YEAR</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;SearchInfo&quot;</span><span class="p">]</span>
+
+
+<div class="viewcode-block" id="SearchInfo"><a class="viewcode-back" href="../../reference.html#osxphotos.SearchInfo">[docs]</a><span class="k">class</span> <span class="nc">SearchInfo</span><span class="p">:</span>
+    <span class="sd">&quot;&quot;&quot;Info about search terms such as machine learning labels that Photos knows about a photo&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">photo</span><span class="p">,</span> <span class="n">normalized</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;photo: PhotoInfo object</span>
+<span class="sd">        normalized: if True, all properties return normalized (lower case) results&quot;&quot;&quot;</span>
+
+        <span class="k">if</span> <span class="n">photo</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_version</span> <span class="o">&lt;=</span> <span class="n">_PHOTOS_4_VERSION</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+                <span class="s2">&quot;search info not implemented for this database version&quot;</span>
+            <span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">_photo</span> <span class="o">=</span> <span class="n">photo</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_normalized</span> <span class="o">=</span> <span class="n">normalized</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">uuid</span> <span class="o">=</span> <span class="n">photo</span><span class="o">.</span><span class="n">uuid</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="c1"># get search info for this UUID</span>
+            <span class="c1"># there might not be any search info data (e.g. if Photo was missing or photoanalysisd not run yet)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_db_searchinfo</span> <span class="o">=</span> <span class="n">photo</span><span class="o">.</span><span class="n">_db</span><span class="o">.</span><span class="n">_db_searchinfo_uuid</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">uuid</span><span class="p">]</span>
+        <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_db_searchinfo</span> <span class="o">=</span> <span class="kc">None</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">labels</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return list of labels associated with Photo&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_LABEL</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">place_names</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of place names&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_PLACE_NAME</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">streets</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of street names&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_STREET</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">neighborhoods</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of neighborhoods&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_NEIGHBORHOOD</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">locality_names</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of other locality names&quot;&quot;&quot;</span>
+        <span class="n">locality</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">for</span> <span class="n">category</span> <span class="ow">in</span> <span class="n">SEARCH_CATEGORY_ALL_LOCALITY</span><span class="p">:</span>
+            <span class="n">locality</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">category</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">locality</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">city</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns city/town&quot;&quot;&quot;</span>
+        <span class="n">city</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_CITY</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">city</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">if</span> <span class="n">city</span> <span class="k">else</span> <span class="s2">&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">state</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns state name&quot;&quot;&quot;</span>
+        <span class="n">state</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_STATE</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">state</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">if</span> <span class="n">state</span> <span class="k">else</span> <span class="s2">&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">state_abbreviation</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns state abbreviation&quot;&quot;&quot;</span>
+        <span class="n">abbrev</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_STATE_ABBREVIATION</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">abbrev</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">if</span> <span class="n">abbrev</span> <span class="k">else</span> <span class="s2">&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">country</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns country name&quot;&quot;&quot;</span>
+        <span class="n">country</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_COUNTRY</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">country</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">if</span> <span class="n">country</span> <span class="k">else</span> <span class="s2">&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">month</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns month name&quot;&quot;&quot;</span>
+        <span class="n">month</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_MONTH</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">month</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">if</span> <span class="n">month</span> <span class="k">else</span> <span class="s2">&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">year</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns year&quot;&quot;&quot;</span>
+        <span class="n">year</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_YEAR</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">year</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">if</span> <span class="n">year</span> <span class="k">else</span> <span class="s2">&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">bodies_of_water</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of body of water names&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_BODY_OF_WATER</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">holidays</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of holiday names&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_HOLIDAY</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">activities</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of activity names&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_ACTIVITY</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">season</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns season name&quot;&quot;&quot;</span>
+        <span class="n">season</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_SEASON</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">season</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="k">if</span> <span class="n">season</span> <span class="k">else</span> <span class="s2">&quot;&quot;</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">venues</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of venue names&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_VENUE</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">venue_types</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of venue types&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">SEARCH_CATEGORY_VENUE_TYPE</span><span class="p">)</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">media_types</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;returns list of media types (photo, video, panorama, etc)&quot;&quot;&quot;</span>
+        <span class="n">types</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">for</span> <span class="n">category</span> <span class="ow">in</span> <span class="n">SEARCH_CATEGORY_MEDIA_TYPES</span><span class="p">:</span>
+            <span class="n">types</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_text_for_category</span><span class="p">(</span><span class="n">category</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">types</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">all</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return all search info properties in a single list&quot;&quot;&quot;</span>
+        <span class="nb">all</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">labels</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">place_names</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">streets</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">neighborhoods</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">locality_names</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">bodies_of_water</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">holidays</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">activities</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">venues</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">venue_types</span>
+            <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">media_types</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">city</span><span class="p">:</span>
+            <span class="nb">all</span> <span class="o">+=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">city</span><span class="p">]</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">state</span><span class="p">:</span>
+            <span class="nb">all</span> <span class="o">+=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">state</span><span class="p">]</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">state_abbreviation</span><span class="p">:</span>
+            <span class="nb">all</span> <span class="o">+=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">state_abbreviation</span><span class="p">]</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">country</span><span class="p">:</span>
+            <span class="nb">all</span> <span class="o">+=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">country</span><span class="p">]</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">month</span><span class="p">:</span>
+            <span class="nb">all</span> <span class="o">+=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">month</span><span class="p">]</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">year</span><span class="p">:</span>
+            <span class="nb">all</span> <span class="o">+=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">year</span><span class="p">]</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">season</span><span class="p">:</span>
+            <span class="nb">all</span> <span class="o">+=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">season</span><span class="p">]</span>
+
+        <span class="k">return</span> <span class="nb">all</span>
+
+<div class="viewcode-block" id="SearchInfo.asdict"><a class="viewcode-back" href="../../reference.html#osxphotos.SearchInfo.asdict">[docs]</a>    <span class="k">def</span> <span class="nf">asdict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return dict of search info&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="p">{</span>
+            <span class="s2">&quot;labels&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">labels</span><span class="p">,</span>
+            <span class="s2">&quot;place_names&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">place_names</span><span class="p">,</span>
+            <span class="s2">&quot;streets&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">streets</span><span class="p">,</span>
+            <span class="s2">&quot;neighborhoods&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">neighborhoods</span><span class="p">,</span>
+            <span class="s2">&quot;city&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">city</span><span class="p">,</span>
+            <span class="s2">&quot;locality_names&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">locality_names</span><span class="p">,</span>
+            <span class="s2">&quot;state&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">state</span><span class="p">,</span>
+            <span class="s2">&quot;state_abbreviation&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">state_abbreviation</span><span class="p">,</span>
+            <span class="s2">&quot;country&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">country</span><span class="p">,</span>
+            <span class="s2">&quot;bodies_of_water&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">bodies_of_water</span><span class="p">,</span>
+            <span class="s2">&quot;month&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">month</span><span class="p">,</span>
+            <span class="s2">&quot;year&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">year</span><span class="p">,</span>
+            <span class="s2">&quot;holidays&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">holidays</span><span class="p">,</span>
+            <span class="s2">&quot;activities&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">activities</span><span class="p">,</span>
+            <span class="s2">&quot;season&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">season</span><span class="p">,</span>
+            <span class="s2">&quot;venues&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">venues</span><span class="p">,</span>
+            <span class="s2">&quot;venue_types&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">venue_types</span><span class="p">,</span>
+            <span class="s2">&quot;media_types&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">media_types</span><span class="p">,</span>
+        <span class="p">}</span></div>
+
+    <span class="k">def</span> <span class="nf">_get_text_for_category</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">category</span><span class="p">):</span>
+        <span class="sd">&quot;&quot;&quot;return list of text for a specified category ID&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db_searchinfo</span><span class="p">:</span>
+            <span class="n">content</span> <span class="o">=</span> <span class="s2">&quot;normalized_string&quot;</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_normalized</span> <span class="k">else</span> <span class="s2">&quot;content_string&quot;</span>
+            <span class="k">return</span> <span class="nb">sorted</span><span class="p">(</span>
+                <span class="p">[</span>
+                    <span class="n">rec</span><span class="p">[</span><span class="n">content</span><span class="p">]</span>
+                    <span class="k">for</span> <span class="n">rec</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_db_searchinfo</span>
+                    <span class="k">if</span> <span class="n">rec</span><span class="p">[</span><span class="s2">&quot;category&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="n">category</span>
+                <span class="p">]</span>
+            <span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">return</span> <span class="p">[]</span></div>
+</pre></div>
+
+          </div>
+          
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+<h1 class="logo"><a href="../../index.html">osxphotos</a></h1>
+
+
+
+
+
+
+
+
+<h3>Navigation</h3>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../overview.html">osxphotos</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../tutorial.html">Tutorial</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../cli.html">osxphotos command line interface (CLI)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../reference.html">osxphotos package</a></li>
+</ul>
+
+<div class="relations">
+<h3>Related Topics</h3>
+<ul>
+  <li><a href="../../index.html">Documentation overview</a><ul>
+  <li><a href="../index.html">Module code</a><ul>
+  </ul></li>
+  </ul></li>
+</ul>
+</div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="../../search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>$('#searchbox').show(0);</script>
+
+
+
+
+
+
+
+
+        </div>
+      </div>
+      <div class="clearer"></div>
+    </div>
+    <div class="footer">
+      &copy;2021, Rhet Turnbull.
+      
+      |
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
+      &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
+      
+    </div>
+
+    
+
+    
+  </body>
+</html>
--- a/docs/_sources/cli.rst.txt
+++ b/docs/_sources/cli.rst.txt
@@ -1,6 +1,8 @@
-osxphotos command line interface (CLI)
+OSXPhotos Command Line Interface (CLI)
 ======================================

-.. click:: osxphotos.cli:cli
+.. click:: osxphotos.cli:cli_main
   :prog: osxphotos
-   :nested: full
+   :nested: full
+
+.. program-output:: python3 -m osxphotos --help
--- a/docs/_sources/cli_export.rst.txt
+++ b/docs/_sources/cli_export.rst.txt
@@ -0,0 +1,7 @@
+osxphotos export
+======================================
+
+.. click:: osxphotos.cli:cli_main
+   :prog: osxphotos
+   :commands: export
+   :nested: full
--- a/docs/_sources/index.rst.txt
+++ b/docs/_sources/index.rst.txt
@@ -3,15 +3,17 @@
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

-Welcome to osxphotos's documentation!
+Welcome to OSXPhotos's documentation!
 =====================================

-.. include:: ../../README.rst
-
 .. toctree::
   :maxdepth: 4 

+   overview
+   tutorial
   cli
+   template_help
+   package_overview
   reference


--- a/docs/_sources/overview.rst.txt
+++ b/docs/_sources/overview.rst.txt
@@ -0,0 +1,83 @@
+OSXPhotos
+=========
+
+What is OSXPhotos?
+------------------
+
+OSXPhotos provides both the ability to interact with and query Apple's Photos.app library on macOS directly from your python code 
+as well as a very flexible command line interface (CLI) app for exporting photos. 
+You can query the Photos library database -- for example, file name, file path, and metadata such as keywords/tags, persons/faces, albums, etc. 
+You can also easily export both the original and edited photos. 
+
+Supported operating systems
+---------------------------
+
+Only works on macOS (aka Mac OS X). Tested on macOS Sierra (10.12.6) through macOS Monterey (12.3).
+
+This package will read Photos databases for any supported version on any supported macOS version.  
+E.g. you can read a database created with Photos 5.0 on MacOS 10.15 on a machine running macOS 10.12 and vice versa.
+
+Requires python >= ``3.8``. 
+
+Installation
+------------
+
+The recommended way of installing ``osxphotos`` is with `pipx <https://github.com/pipxproject/pipx>`_.  The easiest way to do this on a Mac is to use `homebrew <https://brew.sh/>`_\ :
+
+
+* Open ``Terminal`` (search for ``Terminal`` in Spotlight or look in ``Applications/Utilities``\ )
+* Install ``homebrew`` according to instructions at `https://brew.sh/ <https://brew.sh/>`_
+* Type the following into Terminal: ``brew install pipx``
+* Then type this: ``pipx install osxphotos``
+* Now you should be able to run ``osxphotos`` by typing: ``osxphotos``
+
+Command Line Usage
+------------------
+
+This package will install a command line utility called ``osxphotos`` that allows you to query the Photos database and export photos.  
+
+.. code-block::
+
+   > osxphotos
+   Usage: osxphotos [OPTIONS] COMMAND [ARGS]...
+
+   Options:
+     --db <Photos database path>  Specify Photos database path. Path to Photos
+                                 library/database can be specified using either
+                                 --db or directly as PHOTOS_LIBRARY positional
+                                 argument. If neither --db or PHOTOS_LIBRARY
+                                 provided, will attempt to find the library to
+                                 use in the following order: 1. last opened
+                                 library, 2. system library, 3.
+                                 ~/Pictures/Photos Library.photoslibrary
+     --json                      Print output in JSON format.
+     -v, --version                Show the version and exit.
+     -h, --help                   Show this message and exit.
+
+   Commands:
+     about      Print information about osxphotos including license.
+     albums     Print out albums found in the Photos library.
+     diff       Compare two Photos databases and print out differences
+     docs       Open osxphotos documentation in your browser.
+     dump       Print list of all photos & associated info from the Photos...
+     export     Export photos from the Photos database.
+     help       Print help; for help on commands: help <command>.
+     info       Print out descriptive info of the Photos library database.
+     install    Install Python packages into the same environment as osxphotos
+     keywords   Print out keywords found in the Photos library.
+     labels     Print out image classification labels found in the Photos...
+     list       Print list of Photos libraries found on the system.
+     persons    Print out persons (faces) found in the Photos library.
+     places     Print out places found in the Photos library.
+     query      Query the Photos database using 1 or more search options; if...
+     repl       Run interactive osxphotos REPL shell (useful for debugging,...
+     run        Run a python file using same environment as osxphotos
+     snap       Create snapshot of Photos database to use with diff command
+     theme      Manage osxphotos color themes.
+     timewarp   Adjust date/time/timezone of photos in Apple Photos.
+     tutorial   Display osxphotos tutorial.
+     uninstall  Uninstall Python packages from the osxphotos environment
+     uuid       Print out unique IDs (UUID) of photos selected in Photos
+     version    Check for new version of osxphotos.
+
+To get help on a specific command, use ``osxphotos help <command_name>``
--- a/docs/_sources/package_overview.rst.txt
+++ b/docs/_sources/package_overview.rst.txt
@@ -0,0 +1,193 @@
+OSXPhotos Python Package Overview
+=================================
+
+Example uses of the OSXPhotos python package
+--------------------------------------------
+
+.. code-block:: python
+
+   """ Simple usage of the package """
+   import osxphotos
+
+   def main():
+       photosdb = osxphotos.PhotosDB()
+       print(photosdb.keywords)
+       print(photosdb.persons)
+       print(photosdb.album_names)
+
+       print(photosdb.keywords_as_dict)
+       print(photosdb.persons_as_dict)
+       print(photosdb.albums_as_dict)
+
+       # find all photos with Keyword = Foo and containing John Smith
+       photos = photosdb.photos(keywords=["Foo"],persons=["John Smith"])
+
+       # find all photos that include Alice Smith but do not contain the keyword Bar
+       photos = [p for p in photosdb.photos(persons=["Alice Smith"]) 
+                   if p not in photosdb.photos(keywords=["Bar"]) ]
+       for p in photos:
+           print(
+               p.uuid,
+               p.filename,
+               p.original_filename,
+               p.date,
+               p.description,
+               p.title,
+               p.keywords,
+               p.albums,
+               p.persons,
+               p.path,
+           )
+
+   if __name__ == "__main__":
+       main()
+
+.. code-block:: python
+
+   """ Export all photos to specified directory using album names as folders
+       If file has been edited, also export the edited version, 
+       otherwise, export the original version 
+       This will result in duplicate photos if photo is in more than album """
+
+   import os.path
+   import pathlib
+   import sys
+
+   import click
+   from pathvalidate import is_valid_filepath, sanitize_filepath
+
+   import osxphotos
+
+
+   @click.command()
+   @click.argument("export_path", type=click.Path(exists=True))
+   @click.option(
+       "--default-album",
+       help="Default folder for photos with no album. Defaults to 'unfiled'",
+       default="unfiled",
+   )
+   @click.option(
+       "--library-path",
+       help="Path to Photos library, default to last used library",
+       default=None,
+   )
+   def export(export_path, default_album, library_path):
+       export_path = os.path.expanduser(export_path)
+       library_path = os.path.expanduser(library_path) if library_path else None
+
+       if library_path is not None:
+           photosdb = osxphotos.PhotosDB(library_path)
+       else:
+           photosdb = osxphotos.PhotosDB()
+
+       photos = photosdb.photos()
+
+       for p in photos:
+           if not p.ismissing:
+               albums = p.albums
+               if not albums:
+                   albums = [default_album]
+               for album in albums:
+                   click.echo(f"exporting {p.filename} in album {album}")
+
+                   # make sure no invalid characters in destination path (could be in album name)
+                   album_name = sanitize_filepath(album, platform="auto")
+
+                   # create destination folder, if necessary, based on album name
+                   dest_dir = os.path.join(export_path, album_name)
+
+                   # verify path is a valid path
+                   if not is_valid_filepath(dest_dir, platform="auto"):
+                       sys.exit(f"Invalid filepath {dest_dir}")
+
+                   # create destination dir if needed
+                   if not os.path.isdir(dest_dir):
+                       os.makedirs(dest_dir)
+
+                   # export the photo
+                   if p.hasadjustments:
+                       # export edited version
+                       exported = p.export(dest_dir, edited=True)
+                       edited_name = pathlib.Path(p.path_edited).name
+                       click.echo(f"Exported {edited_name} to {exported}")
+                   # export unedited version
+                   exported = p.export(dest_dir)
+                   click.echo(f"Exported {p.filename} to {exported}")
+           else:
+               click.echo(f"Skipping missing photo: {p.filename}")
+
+
+   if __name__ == "__main__":
+       export()
+
+
+OSXPhotos REPL
+--------------
+
+The osxphotos command line interface includes a REPL (Run-Evaluate-Print Loop) for testing and development.
+
+The REPL is started with the command: ``osxphotos repl``::
+
+   $ osxphotos repl
+   python version: 3.10.2 (main, Feb  2 2022, 07:36:01) [Clang 12.0.0 (clang-1200.0.32.29)]
+   osxphotos version: 0.47.10
+   Using last opened Photos library: /Users/user/Pictures/Photos Library.photoslibrary
+   Loading database
+   Processing database /Users/user/Pictures/Photos Library.photoslibrary/database/photos.db
+   Processing database /Users/user/Pictures/Photos Library.photoslibrary/database/Photos.sqlite
+   Database locked, creating temporary copy.
+   Processing database.
+   Database version: 6000, 5.
+   Processing persons in photos.
+   Processing detected faces in photos.
+   Processing albums.
+   Processing keywords.
+   Processing photo details.
+   Processing import sessions.
+   Processing additional photo details.
+   Processing face details.
+   Processing photo labels.
+   Processing EXIF details.
+   Processing computed aesthetic scores.
+   Processing comments and likes for shared photos.
+   Processing moments.
+   Done processing details from Photos library.
+   Done: took 18.54 seconds
+   Getting photos
+   Found 31581 photos in 0.77 seconds
+
+   The following classes have been imported from osxphotos:
+   - AlbumInfo, ExifTool, PhotoInfo, PhotoExporter, ExportOptions, ExportResults, PhotosDB, PlaceInfo, QueryOptions, MomentInfo, ScoreInfo, SearchInfo
+
+   The following variables are defined:
+   - photosdb: PhotosDB() instance for '/Users/user/Pictures/Photos Library.photoslibrary'
+   - photos: list of PhotoInfo objects for all photos filtered with any query options passed on command line (len=31581)
+   - all_photos: list of PhotoInfo objects for all photos in photosdb, including those in the trash (len=31581)
+   - selected: list of PhotoInfo objects for any photos selected in Photos (len=0)
+
+   The following functions may be helpful:
+   - get_photo(uuid): return a PhotoInfo object for photo with uuid; e.g. get_photo('B13F4485-94E0-41CD-AF71-913095D62E31')
+   - get_selected(); return list of PhotoInfo objects for photos selected in Photos
+   - show(photo): open a photo object in the default viewer; e.g. show(selected[0])
+   - show(path): open a file at path in the default viewer; e.g. show('/path/to/photo.jpg')
+   - spotlight(photo): open a photo and spotlight it in Photos
+   - inspect(object): print information about an object; e.g. inspect(PhotoInfo)
+   - explore(object): interactively explore an object with objexplore; e.g. explore(PhotoInfo)
+   - q, quit, quit(), exit, exit(): exit this interactive shell
+
+   >>>
+
+Using the osxphotos CLI to run python code
+------------------------------------------
+
+The osxphotos CLI can also be used to run your own python code using the ``osxphotos run`` command.
+
+This is useful if you have installed the CLI using ``pipx`` but want to use the osxphotos programmatic interface in your own scripts.
+
+If you need to install any additional python packages to use in your own scripts, you can use the ``osxphotos install`` command 
+which installs python packages just as ``pip`` does but into the same virtual environment that osxphotos is installed in.
+
+Likewise, you can use ``osxphotos uninstall`` to uninstall any installed python packages.
+
+These features are also useful for developing custom functions to use with ``--query-function`` and ``--post-function`` 
+as well as ``{function}`` templates and ``function:`` filters.
--- a/docs/_sources/reference.rst.txt
+++ b/docs/_sources/reference.rst.txt
@@ -1,13 +1,5 @@
-osxphotos package
-===================
+OSXPhotos python API 
+====================

-osxphotos module
------------------------------
-
-.. autoclass:: osxphotos.PhotosDB
-   :members:
-   :undoc-members:
-
-.. autoclass:: osxphotos.PhotoInfo 
-   :members:
-   :undoc-members:
+.. automodule:: osxphotos
+   :members:
--- a/docs/_sources/template_help.rst.txt
+++ b/docs/_sources/template_help.rst.txt
@@ -0,0 +1,366 @@
+
+OSXPhotos Template System
+=========================
+
+The templating system converts one or template statements, written in osxphotos metadata templating language, to one or more rendered values using information from the photo being processed.
+
+In its simplest form, a template statement has the form: ``"{template_field}"``\ , for example ``"{title}"`` which would resolve to the title of the photo.
+
+Template statements may contain one or more modifiers.  The full syntax is:
+
+``"pretext{delim+template_field:subfield|filter(path_sep)[find,replace] conditional?bool_value,default}posttext"``
+
+Template statements are white-space sensitive meaning that white space (spaces, tabs) changes the meaning of the template statement.
+
+``pretext`` and ``posttext`` are free form text.  For example, if a photo has title "My Photo Title" the template statement ``"The title of the photo is {title}"``\ , resolves to ``"The title of the photo is My Photo Title"``.  The ``pretext`` in this example is ``"The title if the photo is "`` and the template_field is ``{title}``.
+
+``delim``\ : optional delimiter string to use when expanding multi-valued template values in-place
+
+``+``\ : If present before template ``name``\ , expands the template in place.  If ``delim`` not provided, values are joined with no delimiter.
+
+e.g. if Photo keywords are ``["foo","bar"]``\ :
+
+
+* ``"{keyword}"`` renders to ``"foo", "bar"``
+* ``"{,+keyword}"`` renders to: ``"foo,bar"``
+* ``"{; +keyword}"`` renders to: ``"foo; bar"``
+* ``"{+keyword}"`` renders to ``"foobar"``
+
+``template_field``\ : The template field to resolve.  See `Template Substitutions <#template-substitutions>`_ for full list of template fields.
+
+`:subfield`: Some templates have sub-fields, For example, `{exiftool:IPTC:Make}\ ``; the template_field is``\ exiftool\ ``and the sub-field is``\ IPTC:Make`.
+
+`|filter`: You may optionally append one or more filter commands to the end of the template field using the vertical pipe ('|') symbol.  Filters may be combined, separated by '|' as in: ``{keyword|capitalize|parens}``.
+
+Valid filters are:
+
+
+* ``lower``\ : Convert value to lower case, e.g. 'Value' => 'value'.
+* ``upper``\ : Convert value to upper case, e.g. 'Value' => 'VALUE'.
+* ``strip``\ : Strip whitespace from beginning/end of value, e.g. ' Value ' => 'Value'.
+* ``titlecase``\ : Convert value to title case, e.g. 'my value' => 'My Value'.
+* ``capitalize``\ : Capitalize first word of value and convert other words to lower case, e.g. 'MY VALUE' => 'My value'.
+* ``braces``\ : Enclose value in curly braces, e.g. 'value => '{value}'.
+* ``parens``\ : Enclose value in parentheses, e.g. 'value' => '(value')
+* ``brackets``\ : Enclose value in brackets, e.g. 'value' => '[value]'
+* ``shell_quote``\ : Quotes the value for safe usage in the shell, e.g. My file.jpeg => 'My file.jpeg'; only adds quotes if needed.
+* `function`: Run custom python function to filter value; use in format 'function:/path/to/file.py::function_name'. See example at https://github.com/RhetTbull/osxphotos/blob/master/examples/template_filter.py
+
+e.g. if Photo keywords are ``["FOO","bar"]``\ :
+
+
+* ``"{keyword|lower}"`` renders to ``"foo", "bar"``
+* ``"{keyword|upper}"`` renders to: ``"FOO", "BAR"``
+* ``"{keyword|capitalize}"`` renders to: ``"Foo", "Bar"``
+* ``"{keyword|lower|parens}"`` renders to: ``"(foo)", "(bar)"``
+
+e.g. if Photo description is "my description":
+
+
+* ``"{descr|titlecase}"`` renders to: ``"My Description"``
+
+``(path_sep)``\ : optional path separator to use when joining path-like fields, for example ``{folder_album}``.  Default is "/".
+
+e.g. If Photo is in ``Album1`` in ``Folder1``\ :
+
+
+* ``"{folder_album}"`` renders to ``["Folder1/Album1"]``
+* ``"{folder_album(>)}"`` renders to ``["Folder1>Album1"]``
+* ``"{folder_album()}"`` renders to ``["Folder1Album1"]``
+
+`[find,replace]`: optional text replacement to perform on rendered template value.  For example, to replace "/" in an album name, you could use the template `"{album[/,-]}"`.  Multiple replacements can be made by appending "|" and adding another find|replace pair.  e.g. to replace both "/" and ":" in album name: ``"{album[/,-|:,-]}"``.  find/replace pairs are not limited to single characters.  The "|" character cannot be used in a find/replace pair.
+
+`conditional`: optional conditional expression that is evaluated as boolean (True/False) for use with the `?bool_value` modifier.  Conditional expressions take the form '`not operator value`' where `not` is an optional modifier that negates the `operator`.  Note: the space before the conditional expression is required if you use a conditional expression.  Valid comparison operators are:
+
+
+* ``contains``\ : template field contains value, similar to python's ``in``
+* `matches`: template field contains exactly value, unlike `contains`: does not match partial matches
+* ``startswith``\ : template field starts with value
+* ``endswith``\ : template field ends with value
+* ``<=``\ : template field is less than or equal to value
+* ``>=``\ : template field is greater than or equal to value
+* ``<``\ : template field is less than value
+* ``>``\ : template field is greater than value
+* ``==``\ : template field equals value
+* ``!=``\ : template field does not equal value
+
+The ``value`` part of the conditional expression is treated as a bare (unquoted) word/phrase.  Multiple values may be separated by '|' (the pipe symbol).  ``value`` is itself a template statement so you can use one or more template fields in ``value`` which will be resolved before the comparison occurs.
+
+For example:
+
+
+* ``{keyword matches Beach}`` resolves to True if 'Beach' is a keyword. It would not match keyword 'BeachDay'.
+* ``{keyword contains Beach}`` resolves to True if any keyword contains the word 'Beach' so it would match both 'Beach' and 'BeachDay'.
+* ``{photo.score.overall > 0.7}`` resolves to True if the photo's overall aesthetic score is greater than 0.7.
+* ``{keyword|lower contains beach}`` uses the lower case filter to do case-insensitive matching to match any keyword that contains the word 'beach'.
+* ``{keyword|lower not contains beach}`` uses the ``not`` modifier to negate the comparison so this resolves to True if there is no keyword that matches 'beach'.
+
+Examples: to export photos that contain certain keywords with the ``osxphotos export`` command's ``--directory`` option:
+
+``--directory "{keyword|lower matches travel|vacation?Travel-Photos,Not-Travel-Photos}"``
+
+This exports any photo that has keywords 'travel' or 'vacation' into a directory 'Travel-Photos' and all other photos into directory 'Not-Travel-Photos'.
+
+This can be used to rename files as well, for example:
+``--filename "{favorite?Favorite-{original_name},{original_name}}"``
+
+This renames any photo that is a favorite as 'Favorite-ImageName.jpg' (where 'ImageName.jpg' is the original name of the photo) and all other photos with the unmodified original name.
+
+``?bool_value``\ : Template fields may be evaluated as boolean (True/False) by appending "?" after the field name (and following "(path_sep)" or "[find/replace]".  If a field is True (e.g. photo is HDR and field is ``"{hdr}"``\ ) or has any value, the value following the "?" will be used to render the template instead of the actual field value.  If the template field evaluates to False (e.g. in above example, photo is not HDR) or has no value (e.g. photo has no title and field is ``"{title}"``\ ) then the default value following a "," will be used.  
+
+e.g. if photo is an HDR image,
+
+
+* ``"{hdr?ISHDR,NOTHDR}"`` renders to ``"ISHDR"``
+
+and if it is not an HDR image,
+
+
+* ``"{hdr?ISHDR,NOTHDR}"`` renders to ``"NOTHDR"``
+
+``,default``\ : optional default value to use if the template name has no value.  This modifier is also used for the value if False for boolean-type fields (see above) as well as to hold a sub-template for values like ``{created.strftime}``.  If no default value provided, "_" is used.
+
+e.g., if photo has no title set,
+
+
+* ``"{title}"`` renders to "_"
+* ``"{title,I have no title}"`` renders to ``"I have no title"``
+
+Template fields such as ``created.strftime`` use the default value to pass the template to use for ``strftime``.  
+
+e.g., if photo date is 4 February 2020, 19:07:38,
+
+
+* ``"{created.strftime,%Y-%m-%d-%H%M%S}"`` renders to ``"2020-02-04-190738"``
+
+Some template fields such as ``"{media_type}"`` use the default value to allow customization of the output. For example, ``"{media_type}"`` resolves to the special media type of the photo such as ``panorama`` or ``selfie``.  You may use the default value to override these in form: ``"{media_type,video=vidéo;time_lapse=vidéo_accélérée}"``. In this example, if photo was a time_lapse photo, ``media_type`` would resolve to ``vidéo_accélérée`` instead of ``time_lapse``.
+
+Either or both bool_value or default (False value) may be empty which would result in empty string ``""`` when rendered.
+
+If you want to include "{" or "}" in the output, use "{openbrace}" or "{closebrace}" template substitution.
+
+e.g. ``"{created.year}/{openbrace}{title}{closebrace}"`` would result in ``"2020/{Photo Title}"``.
+
+Template Substitutions
+----------------------
+
+.. list-table::
+   :header-rows: 1
+
+   * - Field
+     - Description
+   * - {name}
+     - Current filename of the photo
+   * - {original_name}
+     - Photo's original filename when imported to Photos
+   * - {title}
+     - Title of the photo
+   * - {descr}
+     - Description of the photo
+   * - {media_type}
+     - Special media type resolved in this precedence: selfie, time_lapse, panorama, slow_mo, screenshot, portrait, live_photo, burst, photo, video. Defaults to 'photo' or 'video' if no special type. Customize one or more media types using format: '{media_type,video=vidéo;time_lapse=vidéo_accélérée}'
+   * - {photo_or_video}
+     - 'photo' or 'video' depending on what type the image is. To customize, use default value as in '{photo_or_video,photo=fotos;video=videos}'
+   * - {hdr}
+     - Photo is HDR?; True/False value, use in format '{hdr?VALUE_IF_TRUE,VALUE_IF_FALSE}'
+   * - {edited}
+     - True if photo has been edited (has adjustments), otherwise False; use in format '{edited?VALUE_IF_TRUE,VALUE_IF_FALSE}'
+   * - {edited_version}
+     - True if template is being rendered for the edited version of a photo, otherwise False.
+   * - {favorite}
+     - Photo has been marked as favorite?; True/False value, use in format '{favorite?VALUE_IF_TRUE,VALUE_IF_FALSE}'
+   * - {created.date}
+     - Photo's creation date in ISO format, e.g. '2020-03-22'
+   * - {created.year}
+     - 4-digit year of photo creation time
+   * - {created.yy}
+     - 2-digit year of photo creation time
+   * - {created.mm}
+     - 2-digit month of the photo creation time (zero padded)
+   * - {created.month}
+     - Month name in user's locale of the photo creation time
+   * - {created.mon}
+     - Month abbreviation in the user's locale of the photo creation time
+   * - {created.dd}
+     - 2-digit day of the month (zero padded) of photo creation time
+   * - {created.dow}
+     - Day of week in user's locale of the photo creation time
+   * - {created.doy}
+     - 3-digit day of year (e.g Julian day) of photo creation time, starting from 1 (zero padded)
+   * - {created.hour}
+     - 2-digit hour of the photo creation time
+   * - {created.min}
+     - 2-digit minute of the photo creation time
+   * - {created.sec}
+     - 2-digit second of the photo creation time
+   * - {created.strftime}
+     - Apply strftime template to file creation date/time. Should be used in form {created.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {created.strftime,%Y-%U} would result in year-week number of year: '2020-23'. If used with no template will return null value. See https://strftime.org/ for help on strftime templates.
+   * - {modified.date}
+     - Photo's modification date in ISO format, e.g. '2020-03-22'; uses creation date if photo is not modified
+   * - {modified.year}
+     - 4-digit year of photo modification time; uses creation date if photo is not modified
+   * - {modified.yy}
+     - 2-digit year of photo modification time; uses creation date if photo is not modified
+   * - {modified.mm}
+     - 2-digit month of the photo modification time (zero padded); uses creation date if photo is not modified
+   * - {modified.month}
+     - Month name in user's locale of the photo modification time; uses creation date if photo is not modified
+   * - {modified.mon}
+     - Month abbreviation in the user's locale of the photo modification time; uses creation date if photo is not modified
+   * - {modified.dd}
+     - 2-digit day of the month (zero padded) of the photo modification time; uses creation date if photo is not modified
+   * - {modified.dow}
+     - Day of week in user's locale of the photo modification time; uses creation date if photo is not modified
+   * - {modified.doy}
+     - 3-digit day of year (e.g Julian day) of photo modification time, starting from 1 (zero padded); uses creation date if photo is not modified
+   * - {modified.hour}
+     - 2-digit hour of the photo modification time; uses creation date if photo is not modified
+   * - {modified.min}
+     - 2-digit minute of the photo modification time; uses creation date if photo is not modified
+   * - {modified.sec}
+     - 2-digit second of the photo modification time; uses creation date if photo is not modified
+   * - {modified.strftime}
+     - Apply strftime template to file modification date/time. Should be used in form {modified.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {modified.strftime,%Y-%U} would result in year-week number of year: '2020-23'. If used with no template will return null value. Uses creation date if photo is not modified. See https://strftime.org/ for help on strftime templates.
+   * - {today.date}
+     - Current date in iso format, e.g. '2020-03-22'
+   * - {today.year}
+     - 4-digit year of current date
+   * - {today.yy}
+     - 2-digit year of current date
+   * - {today.mm}
+     - 2-digit month of the current date (zero padded)
+   * - {today.month}
+     - Month name in user's locale of the current date
+   * - {today.mon}
+     - Month abbreviation in the user's locale of the current date
+   * - {today.dd}
+     - 2-digit day of the month (zero padded) of current date
+   * - {today.dow}
+     - Day of week in user's locale of the current date
+   * - {today.doy}
+     - 3-digit day of year (e.g Julian day) of current date, starting from 1 (zero padded)
+   * - {today.hour}
+     - 2-digit hour of the current date
+   * - {today.min}
+     - 2-digit minute of the current date
+   * - {today.sec}
+     - 2-digit second of the current date
+   * - {today.strftime}
+     - Apply strftime template to current date/time. Should be used in form {today.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {today.strftime,%Y-%U} would result in year-week number of year: '2020-23'. If used with no template will return null value. See https://strftime.org/ for help on strftime templates.
+   * - {place.name}
+     - Place name from the photo's reverse geolocation data, as displayed in Photos
+   * - {place.country_code}
+     - The ISO country code from the photo's reverse geolocation data
+   * - {place.name.country}
+     - Country name from the photo's reverse geolocation data
+   * - {place.name.state_province}
+     - State or province name from the photo's reverse geolocation data
+   * - {place.name.city}
+     - City or locality name from the photo's reverse geolocation data
+   * - {place.name.area_of_interest}
+     - Area of interest name (e.g. landmark or public place) from the photo's reverse geolocation data
+   * - {place.address}
+     - Postal address from the photo's reverse geolocation data, e.g. '2007 18th St NW, Washington, DC 20009, United States'
+   * - {place.address.street}
+     - Street part of the postal address, e.g. '2007 18th St NW'
+   * - {place.address.city}
+     - City part of the postal address, e.g. 'Washington'
+   * - {place.address.state_province}
+     - State/province part of the postal address, e.g. 'DC'
+   * - {place.address.postal_code}
+     - Postal code part of the postal address, e.g. '20009'
+   * - {place.address.country}
+     - Country name of the postal address, e.g. 'United States'
+   * - {place.address.country_code}
+     - ISO country code of the postal address, e.g. 'US'
+   * - {searchinfo.season}
+     - Season of the year associated with a photo, e.g. 'Summer'; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {exif.camera_make}
+     - Camera make from original photo's EXIF information as imported by Photos, e.g. 'Apple'
+   * - {exif.camera_model}
+     - Camera model from original photo's EXIF information as imported by Photos, e.g. 'iPhone 6s'
+   * - {exif.lens_model}
+     - Lens model from original photo's EXIF information as imported by Photos, e.g. 'iPhone 6s back camera 4.15mm f/2.2'
+   * - {moment}
+     - The moment title of the photo
+   * - {uuid}
+     - Photo's internal universally unique identifier (UUID) for the photo, a 36-character string unique to the photo, e.g. '128FB4C6-0B16-4E7D-9108-FB2E90DA1546'
+   * - {id}
+     - A unique number for the photo based on its primary key in the Photos database. A sequential integer, e.g. 1, 2, 3...etc.  Each asset associated with a photo (e.g. an image and Live Photo preview) will share the same id. May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use '{id:05d}' which results in 00001, 00002, 00003...etc.
+   * - {album_seq}
+     - An integer, starting at 0, indicating the photo's index (sequence) in the containing album. Only valid when used in a '--filename' template and only when '{album}' or '{folder_album}' is used in the '--directory' template. For example '--directory "{folder_album}" --filename "{album\ *seq}*\ {original_name}"'. To start counting at a value other than 0, append append a period and the starting value to the field name.  For example, to start counting at 1 instead of 0: '{album_seq.1}'. May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use '{album_seq:05d}' which results in 00000, 00001, 00002...etc. This may result in incorrect sequences if you have duplicate albums with the same name; see also '{folder_album_seq}'.
+   * - {folder_album_seq}
+     - An integer, starting at 0, indicating the photo's index (sequence) in the containing album and folder path. Only valid when used in a '--filename' template and only when '{folder_album}' is used in the '--directory' template. For example '--directory "{folder_album}" --filename "{folder_album\ *seq}*\ {original_name}"'. To start counting at a value other than 0, append append a period and the starting value to the field name.  For example, to start counting at 1 instead of 0: '{folder_album_seq.1}' May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use '{folder_album_seq:05d}' which results in 00000, 00001, 00002...etc. This may result in incorrect sequences if you have duplicate albums with the same name in the same folder; see also '{album_seq}'.
+   * - {comma}
+     - A comma: ','
+   * - {semicolon}
+     - A semicolon: ';'
+   * - {questionmark}
+     - A question mark: '?'
+   * - {pipe}
+     - A vertical pipe: '|'
+   * - {openbrace}
+     - An open brace: '{'
+   * - {closebrace}
+     - A close brace: '}'
+   * - {openparens}
+     - An open parentheses: '('
+   * - {closeparens}
+     - A close parentheses: ')'
+   * - {openbracket}
+     - An open bracket: '['
+   * - {closebracket}
+     - A close bracket: ']'
+   * - {newline}
+     - A newline: '\n'
+   * - {lf}
+     - A line feed: '\n', alias for {newline}
+   * - {cr}
+     - A carriage return: '\r'
+   * - {crlf}
+     - a carriage return + line feed: '\r\n'
+   * - {osxphotos_version}
+     - The osxphotos version, e.g. '0.49.2'
+   * - {osxphotos_cmd_line}
+     - The full command line used to run osxphotos
+   * - {album}
+     - Album(s) photo is contained in
+   * - {folder_album}
+     - Folder path + album photo is contained in. e.g. 'Folder/Subfolder/Album' or just 'Album' if no enclosing folder
+   * - {project}
+     - Project(s) photo is contained in (such as greeting cards, calendars, slideshows)
+   * - {album_project}
+     - Album(s) and project(s) photo is contained in; treats projects as regular albums
+   * - {folder_album_project}
+     - Folder path + album (includes projects as albums) photo is contained in. e.g. 'Folder/Subfolder/Album' or just 'Album' if no enclosing folder
+   * - {keyword}
+     - Keyword(s) assigned to photo
+   * - {person}
+     - Person(s) / face(s) in a photo
+   * - {label}
+     - Image categorization label associated with a photo (Photos 5+ only). Labels are added automatically by Photos using machine learning algorithms to categorize images. These are not the same as {keyword} which refers to the user-defined keywords/tags applied in Photos.
+   * - {label_normalized}
+     - All lower case version of 'label' (Photos 5+ only)
+   * - {comment}
+     - Comment(s) on shared Photos; format is 'Person name: comment text' (Photos 5+ only)
+   * - {exiftool}
+     - Format: '{exiftool:GROUP:TAGNAME}'; use exiftool (https://exiftool.org) to extract metadata, in form GROUP:TAGNAME, from image.  E.g. '{exiftool:EXIF:Make}' to get camera make, or {exiftool:IPTC:Keywords} to extract keywords. See https://exiftool.org/TagNames/ for list of valid tag names.  You must specify group (e.g. EXIF, IPTC, etc) as used in ``exiftool -G``. exiftool must be installed in the path to use this template.
+   * - {searchinfo.holiday}
+     - Holiday names associated with a photo, e.g. 'Christmas Day'; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {searchinfo.activity}
+     - Activities associated with a photo, e.g. 'Sporting Event'; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {searchinfo.venue}
+     - Venues associated with a photo, e.g. name of restaurant; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {searchinfo.venue_type}
+     - Venue types associated with a photo, e.g. 'Restaurant'; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {photo}
+     - Provides direct access to the PhotoInfo object for the photo. Must be used in format '{photo.property}' where 'property' represents a PhotoInfo property. For example: '{photo.favorite}' is the same as '{favorite}' and '{photo.place.name}' is the same as '{place.name}'. '{photo}' provides access to properties that are not available as separate template fields but it assumes some knowledge of the underlying PhotoInfo class.  See https://rhettbull.github.io/osxphotos/ for additional documentation on the PhotoInfo class.
+   * - {detected_text}
+     - List of text strings found in the image after performing text detection. Using '{detected_text}' will cause osxphotos to perform text detection on your photos using the built-in macOS text detection algorithms which will slow down your export. The results for each photo will be cached in the export database so that future exports with '--update' do not need to reprocess each photo. You may pass a confidence threshold value between 0.0 and 1.0 after a colon as in '{detected_text:0.5}'; The default confidence threshold is 0.75. '{detected_text}' works only on macOS Catalina (10.15) or later. Note: this feature is not the same thing as Live Text in macOS Monterey, which osxphotos does not yet support.
+   * - {shell_quote}
+     - Use in form '{shell_quote,TEMPLATE}'; quotes the rendered TEMPLATE value(s) for safe usage in the shell, e.g. My file.jpeg => 'My file.jpeg'; only adds quotes if needed.
+   * - {strip}
+     - Use in form '{strip,TEMPLATE}'; strips whitespace from begining and end of rendered TEMPLATE value(s).
+   * - {function}
+     - Execute a python function from an external file and use return value as template substitution. Use in format: {function:file.py::function_name} where 'file.py' is the name of the python file and 'function_name' is the name of the function to call. The function will be passed the PhotoInfo object for the photo. See https://github.com/RhetTbull/osxphotos/blob/master/examples/template_function.py for an example of how to implement a template function.
+
--- a/docs/_sources/tutorial.rst.txt
+++ b/docs/_sources/tutorial.rst.txt
@@ -0,0 +1,459 @@
+.. role:: raw-html-m2r(raw)
+   :format: html
+
+
+
+.. raw:: html
+
+   <!-- OSXPHOTOS-TUTORIAL-HEADER:START -->
+
+
+
+OSXPhotos Tutorial
+==================
+
+Overview
+--------
+
+
+.. raw:: html
+
+   <!-- OSXPHOTOS-TUTORIAL-HEADER:END -->
+
+
+
+The design philosophy for osxphotos is "make the easy things easy and make the hard things possible".  To "make the hard things possible", osxphotos is very flexible and has many, many configuration options -- the ``export`` command for example, has over 100 command line options.  Thus, osxphotos may seem daunting at first.  The purpose of this tutorial is to explain a number of common use cases with examples and, hopefully, make osxphotos less daunting to use.  osxphotos includes several commands for retrieving information from your Photos library but the one most users are interested in is the ``export`` command which exports photos from the library so that's the focus of this tutorial.
+
+Export your photos
+------------------
+
+``osxphotos export /path/to/export``
+
+This command exports all your photos to the ``/path/to/export`` directory.
+
+**Note**\ : osxphotos uses the term 'photo' to refer to a generic media asset in your Photos Library.  A photo may be an image, a video file, a combination of still image and video file (e.g. an Apple "Live Photo" which is an image and an associated "live preview" video file), a JPEG image with an associated RAW image, etc.
+
+Export by date
+--------------
+
+While the previous command will export all your photos (and videos--see note above), it probably doesn't do exactly what you want.  In the previous example, all the photos will be exported to a single folder: ``/path/to/export``.  If you have a large library with thousands of images and videos, this likely isn't very useful.  You can use the ``--export-by-date`` option to export photos to a folder structure organized by year, month, day, e.g. ``2021/04/21``\ :
+
+``osxphotos export /path/to/export --export-by-date``
+
+With this command, a photo that was created on 31 May 2015 would be exported to: ``/path/to/export/2015/05/31``
+
+Specify directory structure
+---------------------------
+
+If you prefer a different directory structure for your exported images, osxphotos provides a very flexible :raw-html-m2r:`<!-- OSXPHOTOS-TEMPLATE-SYSTEM-LINK:START -->`\ template system\ :raw-html-m2r:`<!-- OSXPHOTOS-TEMPLATE-SYSTEM-LINK:END -->` that allows you to specify the directory structure using the ``--directory`` option.  For example, this command exported to a directory structure that looks like: ``2015/May`` (4-digit year / month name):
+
+``osxphotos export /path/to/export --directory "{created.year}/{created.month}"``
+
+The string following ``--directory`` is an ``osxphotos template string``.  Template strings are widely used throughout osxphotos and it's worth your time to learn more about them.  In a template string, the values between the curly braces, e.g. ``{created.year}`` are replaced with metadata from the photo being exported.  In this case, ``{created.year}`` is the 4-digit year of the photo's creation date and ``{created.month}`` is the full month name in the user's locale (e.g. ``May``\ , ``mai``\ , etc.).  In the osxphotos template system these are referred to as template fields. The text not included between ``{}`` pairs is interpreted literally, in this case ``/``\ , is a directory separator.
+
+osxphotos provides access to almost all the metadata known to Photos about your images.  For example, Photos performs reverse geolocation lookup on photos that contain GPS coordinates to assign place names to the photo.  Using the ``--directory`` template, you could thus export photos organized by country name:
+
+``osxphotos export /path/to/export --directory "{created.year}/{place.name.country}"``
+
+Of course, some photos might not have an associated place name so the template system allows you specify a default value to use if a template field is null (has no value).
+
+``osxphotos export /path/to/export --directory "{created.year}/{place.name.country,No-Country}"``
+
+The value after the ',' in the template string is the default value, in this case 'No-Country'.  **Note**\ : If you don't specify a default value and a template field is null, osxphotos will use "_" (underscore character) as the default.
+
+Some template fields, such as ``{keyword}``\ , may expand to more than one value.  For example, if a photo has keywords of "Travel" and "Vacation", ``{keyword}`` would expand to "Travel", "Vacation".  When used with ``--directory``\ , this would result in the photo being exported to more than one directory (thus more than one copy of the photo would be exported).  For example, if ``IMG_1234.JPG`` has keywords ``Travel``\ , and ``Vacation`` and you run the following command:
+
+``osxphotos export /path/to/export --directory "{keyword}"``
+
+the exported files would be:
+
+.. code-block::
+
+   /path/to/export/Travel/IMG_1234.JPG
+   /path/to/export/Vacation/IMG_1234.JPG
+
+
+Specify exported filename
+-------------------------
+
+By default, osxphotos will use the original filename of the photo when exporting.  That is, the filename the photo had when it was taken or imported into Photos.  This is often something like ``IMG_1234.JPG`` or ``DSC05678.dng``.  osxphotos allows you to specify a custom filename template using the ``--filename`` option in the same way as ``--directory`` allows you to specify a custom directory name.  For example, Photos allows you specify a title or caption for a photo and you can use this in place of the original filename:
+
+``osxphotos export /path/to/export --filename "{title}"``
+
+The above command will export photos using the title.  Note that you don't need to specify the extension as part of the ``--filename`` template as osxphotos will automatically add the correct file extension.  Some photos might not have a title so in this case, you could use the default value feature to specify a different name for these photos.  For example, to use the title as the filename, but if no title is specified, use the original filename instead:
+
+.. code-block::
+
+   osxphotos export /path/to/export --filename "{title,{original_name}}"
+                                                 │    ││  │ 
+                                                 │    ││  │ 
+        Use photo's title as the filename <──────┘    ││  │
+                                                      ││  │
+               Value after comma will be used <───────┘│  │
+               if title is blank                       │  │
+                                                       │  │
+                         The default value can be <────┘  │
+                         another template field           │
+                                                          │
+             Use photo's original name if no title <──────┘
+
+
+The osxphotos template system also allows for limited conditional logic of the type "If a condition is true then do one thing, otherwise, do a different thing". For example, you can use the ``--filename`` option to name files that are marked as "Favorites" in Photos differently than other files. For example, to add a "#" to the name of every photo that's a favorite:
+
+.. code-block::
+
+   osxphotos export /path/to/export --filename "{original_name}{favorite?#,}"
+                                                 │              │       │││ 
+                                                 │              │       │││ 
+        Use photo's original name as filename <──┘              │       │││
+                                                                │       │││
+             'favorite' is True if photo is a Favorite, <───────┘       │││
+             otherwise, False                                           │││
+                                                                        │││
+                              '?' specifies a conditional <─────────────┘││
+                                                                         ││
+                    Value immediately following ? will be used if <──────┘│
+                    preceding template field is True or non-blank         │
+                                                                          │
+                 Value immediately following comma will be used if <──────┘
+                 template field is False or blank (null); in this case
+                 no value is specified so a blank string "" will be used
+
+
+Like with ``--directory``\ , using a multi-valued template field such as ``{keyword}`` may result in more than one copy of a photo being exported.  For example, if ``IMG_1234.JPG`` has keywords ``Travel``\ , and ``Vacation`` and you run the following command:
+
+``osxphotos export /path/to/export --filename "{keyword}-{original_name}"``
+
+the exported files would be:
+
+.. code-block::
+
+   /path/to/export/Travel-IMG_1234.JPG
+   /path/to/export/Vacation-IMG_1234.JPG
+
+
+Edited photos
+-------------
+
+If a photo has been edited in Photos (e.g. cropped, adjusted, etc.) there will be both an original image and an edited image in the Photos Library.  By default, osxphotos will export both the original and the edited image.  To distinguish between them, osxphotos will append "_edited" to the edited image.  For example, if the original image was named ``IMG_1234.JPG``\ , osxphotos will export the original as ``IMG_1234.JPG`` and the edited version as ``IMG_1234_edited.jpeg``.  **Note:** Photos changes the extension of edited images to ".jpeg" even if the original was named ".JPG".  You can change the suffix appended to edited images using the ``--edited-suffix`` option:
+
+``osxphotos export /path/to/export --edited-suffix "_EDIT"``
+
+In this example, the edited image would be named ``IMG_1234_EDIT.jpeg``.  Like many options in osxphotos, the ``--edited-suffix`` option can evaluate an osxphotos template string so you could append the modification date (the date the photo was edited) to all edited photos using this command:
+
+``osxphotos export /path/to/export --edited-suffix "_{modified.year}-{modified.mm}-{modified.dd}"``
+
+In this example, if the photo was edited on 21 April 2021, the name of the exported file would be: ``IMG_1234_2021-04-21.jpeg``.
+
+You can tell osxphotos to not export edited photos (that is, only export the original unedited photos) using ``--skip-edited``\ :
+
+``osxphotos export /path/to/export --skip-edited``
+
+You can also tell osxphotos to export either the original photo (if the photo has not been edited) or the edited photo (if it has been edited), but not both, using the ``--skip-original-if-edited`` option:
+
+``osxphotos export /path/to/export --skip-original-if-edited``
+
+As mentioned above, Photos renames JPEG images that have been edited with the ".jpeg" extension.  Some applications use ".JPG" and others use ".jpg" or ".JPEG".  You can use the ``--jpeg-ext`` option to have osxphotos rename all JPEG files with the same extension.  Valid values are jpeg, jpg, JPEG, JPG; e.g. ``--jpeg-ext jpg`` to use '.jpg' for all JPEGs.
+
+``osxphotos export /path/to/export --jpeg-ext jpg``
+
+Specifying the Photos library
+-----------------------------
+
+All the above commands operate on the default Photos library.  Most users only use a single Photos library which is also known as the System Photo Library.  It is possible to use Photos with more than one library.  For example, if you hold down the "Option" key while opening Photos, you can select an alternate Photos library.  If you don't specify which library to use, osxphotos will try find the last opened library.  Occasionally it can't determine this and in that case, it will use the System Photos Library.  If you use more than one Photos library and want to explicitly specify which library to use, you can do so with the ``--db`` option. (db is short for database and is so named because osxphotos operates on the database that Photos uses to manage your Photos library).
+
+``osxphotos export /path/to/export --db ~/Pictures/MyAlternateLibrary.photoslibrary``
+
+Missing photos
+--------------
+
+osxphotos works by copying photos out of the Photos library folder to export them.  You may see osxphotos report that one or more photos are missing and thus could not be exported.  One possible reason for this is that you are using iCloud to synch your Photos library and Photos either hasn't yet synched the cloud library to the local Mac or you have Photos configured to "Optimize Mac Storage" in Photos Preferences. Another reason is that even if you have Photos configured to download originals to the Mac, Photos does not always download photos from shared albums or original screenshots to the Mac.  
+
+If you encounter missing photos you can tell osxphotos to download the missing photos from iCloud using the ``--download-missing`` option.  ``--download-missing`` uses AppleScript to communicate with Photos and tell it to download the missing photos.  Photos' AppleScript interface is somewhat buggy and you may find that Photos crashes.  In this case, osxphotos will attempt to restart Photos to resume the download process.  There's also an experimental ``--use-photokit`` option that will communicate with Photos using a different "PhotoKit" interface.  This option must be used together with ``--download-missing``\ :
+
+``osxphotos export /path/to/export --download-missing``
+
+``osxphotos export /path/to/export --download-missing --use-photokit``
+
+Exporting to external disks
+---------------------------
+
+If you are exporting to an external network attached storage (NAS) device, you may encounter errors if the network connection is unreliable.  In this case, you can use the ``--retry`` option so that osxphotos will automatically retry the export.  Use ``--retry`` with a number that specifies the number of times to retry the export:
+
+``osxphotos export /path/to/export --retry 3``
+
+In this example, osxphotos will attempt to export a photo up to 3 times if it encounters an error.
+
+In addition to ``--retry``\ , the ``--exportdb`` and ``--ramdb`` may improve performance when exporting to an external disk or a NAS. When osxphotos exports photos, it creates an export database file named ``.osxphotos_export.db`` in the export folder which osxphotos uses to keep track of which photos have been exported.  This allows you to restart and export and to use ``--update`` to update an existing export. If the connection to the export location is slow or flaky, having the export database located on the export disk may decrease performance.  In this case, you can use ``--exportdb DBPATH`` to instruct osxphotos to store the export database at DBPATH. If using this option, I recommend putting the export database on your Mac system disk (for example, in your home directory). If you intend to use ``--update`` to update the export in the future, you must remember where the export database is and use the ``--exportdb`` option every time you update the export.
+
+Another alternative to using ``--exportdb`` is to use ``--ramdb``.  This option instructs osxphotos to use a RAM database instead of a file on disk.  The RAM database is much faster than the file on disk and doesn't require osxphotos to access the network drive to query or write to the database.  When osxphotos completes the export it will write the RAM database to the export location. This can offer a significant performance boost but you will lose state information if osxphotos crashes or is interrupted during export.
+
+Exporting metadata with exported photos
+---------------------------------------
+
+Photos tracks a tremendous amount of metadata associated with photos in the library such as keywords, faces and persons, reverse geolocation data, and image classification labels.  Photos' native export capability does not preserve most of this metadata.  osxphotos can, however, access and preserve almost all the metadata associated with photos.  Using the free `\ ``exiftool`` <https://exiftool.org/>`_ app, osxphotos can write metadata to exported photos.  Follow the instructions on the exiftool website to install exiftool then you can use the ``--exiftool`` option to write metadata to exported photos:
+
+``osxphotos export /path/to/export --exiftool``
+
+This will write basic metadata such as keywords, persons, and GPS location to the exported files.  osxphotos includes several additional options that can be used in conjunction with ``--exiftool`` to modify the metadata that is written by ``exiftool``. For example, you can use the ``--keyword-template`` option to specify custom keywords (again, via the osxphotos template system).  For example, to use the folder and album a photo is in to create hierarchical keywords in the format used by Lightroom Classic:
+
+.. code-block::
+
+   osxphotos export /path/to/export --exiftool --keyword-template "{folder_album(>)}"
+                                                                    │            │
+                                                                    │            │ 
+                          folder_album results in the folder(s)  <──┘            │    
+                          and album a photo is contained in                      │  
+                                                                                 │     
+                          The value in () is used as the path separator  <───────┘     
+                          for joining the folders and albums.  For example, 
+                          if photo is in Folder1/Folder2/Album, (>) produces
+                          "Folder1>Folder2>Album" which some programs, such as
+                          Lightroom Classic, treat as hierarchical keywords
+
+
+The above command will write all the regular metadata that ``--exiftool`` normally writes to the file upon export but will also add an additional keyword in the exported metadata in the form "Folder1>Folder2>Album".  If you did not include the ``(>)`` in the template string (e.g. ``{folder_album}``\ ), folder_album would render in form "Folder1/Folder2/Album".
+
+A powerful feature of Photos is that it uses machine learning algorithms to automatically classify or label photos.  These labels are used when you search for images in Photos but are not otherwise available to the user.  osxphotos is able to read all the labels associated with a photo and makes those available through the template system via the ``{label}``.  Think of these as automatic keywords as opposed to the keywords you assign manually in Photos.  One common use case is to use the automatic labels to create new keywords when exporting images so that these labels are embedded in the image's metadata:
+
+``osxphotos export /path/to/export --exiftool --keyword-template "{label}"``
+
+**Note**\ : When evaluating templates for ``--directory`` and ``--filename``\ , osxphotos inserts the automatic default value "_" for any template field which is null (empty or blank).  This is to ensure that there's never a null directory or filename created.  For metadata templates such as ``--keyword-template``\ , osxphotos does not provide an automatic default value thus if the template field is null, no keyword would be created.  Of course, you can provide a default value if desired and osxphotos will use this.  For example, to add "nolabel" as a keyword for any photo that doesn't have labels:
+
+``osxphotos export /path/to/export --exiftool --keyword-template "{label,nolabel}"``
+
+Sidecar files
+-------------
+
+Another way to export metadata about your photos is through the use of sidecar files.  These are files that have the same name as your photo (but with a different extension) and carry the metadata.  Many digital asset management applications (for example, PhotoPrism, Lightroom, Digikam, etc.) can read or write sidecar files.  osxphotos can export metadata in exiftool compatible JSON and XMP formats using the ``--sidecar`` option.  For example, to output metadata to XMP sidecars:
+
+``osxphotos export /path/to/export --sidecar XMP``
+
+Unlike ``--exiftool``\ , you do not need to install exiftool to use the ``--sidecar`` feature.  Many of the same configuration options that apply to ``--exiftool`` to modify metadata, for example, ``--keyword-template`` can also be used with ``--sidecar``.  
+
+Sidecar files are named "photoname.ext.sidecar_ext".  For example, if the photo is named ``IMG_1234.JPG`` and the sidecar format is XMP, the sidecar would be named ``IMG_1234.JPG.XMP``.  Some applications expect the sidecar in this case to be named ``IMG_1234.XMP``.  You can use the ``-sidecar-drop-ext`` option to force osxphotos to name the sidecar files in this manner:
+
+``osxphotos export /path/to/export --sidecar XMP -sidecar-drop-ext``
+
+Updating a previous export
+--------------------------
+
+If you want to use osxphotos to perform periodic backups of your Photos library rather than a one-time export, use the ``--update`` option.  When ``osxphotos export`` is run, it creates a database file named ``.osxphotos_export.db`` in the export folder.  (\ **Note** Because the filename starts with a ".", you won't see it in Finder which treats "dot-files" like this as hidden.  You will see the file in the Terminal.) . If you run osxphotos with the ``--update`` option, it will look for this database file and, if found, use it to retrieve state information from the last time it was run to only export new or changed files.  For example:
+
+``osxphotos export /path/to/export --update``
+
+will read the export database located in ``/path/to/export/.osxphotos_export.db`` and only export photos that have been added or changed since the last time osxphotos was run.  You can run osxphotos with the ``--update`` option even if it's never been run before.  If the database isn't found, osxphotos will create it.  If you run ``osxphotos export`` without ``--update`` in a folder where you had previously exported photos, it will re-export all the photos.  If your intent is to keep a periodic backup of your Photos Library up to date with osxphotos, you should always use ``--update``.
+
+If your workflow involves moving files out of the export directory (for example, you move them into a digital asset management app) but you want to use the features of ``--update``\ , you can use the ``--only-new`` with ``--update`` to force osxphotos to only export photos that are new (added to the library) since the last update.  In this case, osxphotos will ignore the previously exported files that are now missing.  Without ``--only-new``\ , osxphotos would see that previously exported files are missing and re-export them.
+
+``osxphotos export /path/to/export --update --only-new``
+
+If your workflow involves editing the images you exported from Photos but you still want to maintain a backup with ``--update``\ , you should use the ``--ignore-signature`` option.  ``--ignore-signature`` instructs osxphotos to ignore the file's signature (for example, size and date modified) when deciding which files should be updated with ``--update``.  If you edit a file in the export directory and then run ``--update`` without ``--ignore-signature``\ , osxphotos will see that the file is different than the one in the Photos library and re-export it.
+
+``osxphotos export /path/to/export --update --ignore-signature``
+
+Dry Run
+-------
+
+You can use the ``--dry-run`` option to have osxphotos "dry run" or test an export without actually exporting any files.  When combined with the ``--verbose`` option, which causes osxphotos to print out details of every file being exported, this can be a useful tool for testing your export options before actually running a full export.  For example, if you are learning the template system and want to verify that your ``--directory`` and ``--filename`` templates are correct, ``--dry-run --verbose`` will print out the name of each file being exported.
+
+``osxphotos export /path/to/export --dry-run --verbose``
+
+Creating a report of all exported files
+---------------------------------------
+
+You can use the ``--report`` option to create a report, in comma-separated values (CSV) format that will list the details of all files that were exported, skipped, missing, etc. This file format is compatible with programs such as Microsoft Excel.  Provide the name of the report after the ``--report`` option:
+
+``osxphotos export /path/to/export --report export.csv``
+
+Exporting only certain photos
+-----------------------------
+
+By default, osxphotos will export your entire Photos library.  If you want to export only certain photos, osxphotos provides a rich set of "query options" that allow you to query the Photos database to filter out only certain photos that match your query criteria.  The tutorial does not cover all the query options as there are over 50 of them--read the help text (\ ``osxphotos help export``\ ) to better understand the available query options.  No matter which subset of photos you would like to export, there is almost certainly a way for osxphotos to filter these.  For example, you can filter for only images that contain certain keywords or images without a title, images from a specific time of day or specific date range, images contained in specific albums, etc.
+
+For example, to export only photos with keyword ``Travel``\ :
+
+``osxphotos export /path/to/export --keyword "Travel"``
+
+Like many options in osxphotos, ``--keyword`` (and most other query options) can be repeated to search for more than one term.  For example, to find photos with keyword ``Travel`` *or* keyword ``Vacation``\ :
+
+``osxphotos export /path/to/export --keyword "Travel" --keyword "Vacation"``
+
+To export only photos contained in the album "Summer Vacation":
+
+``osxphotos export /path/to/export --album "Summer Vacation"``
+
+In Photos, it's possible to have multiple albums with the same name. In this case, osxphotos would export photos from all albums matching the value passed to ``--album``.  If you wanted to export only one of the albums and this album is in a folder, the ``--regex`` option (short for "regular expression"), which does pattern matching, could be used with the ``{folder_album}`` template to match the specific album.  For example, if you had a "Summer Vacation" album inside the folder "2018" and also one with the same name inside the folder "2019", you could export just the album "2018/Summer Vacation" using this command:
+
+``osxphotos export /path/to/export --regex "2018/Summer Vacation" "{folder_album}"``
+
+This command matches the pattern "2018/Summer Vacation" against the full folder/album path for every photo.
+
+There are also a number of query options to export only certain types of photos.  For example, to export only photos taken with iPhone "Portrait Mode":
+
+``osxphotos export /path/to/export --portrait``
+
+You can also export photos in a certain date range:
+
+``osxphotos export /path/to/export --from-date "2020-01-01" --to-date "2020-02-28"``
+
+or photos added to the library in the last week:
+
+``osxphotos export /path/to/export --added-in-last "1 week"``
+
+Converting images to JPEG on export
+-----------------------------------
+
+Photos can store images in many different formats.  osxphotos can convert non-JPEG images (for example, RAW photos) to JPEG on export using the ``--convert-to-jpeg`` option.  You can specify the JPEG quality (0: worst, 1.0: best) using ``--jpeg-quality``.  For example:
+
+``osxphotos export /path/to/export --convert-to-jpeg --jpeg-quality 0.9``
+
+Finder attributes
+-----------------
+
+In addition to using ``exiftool`` to write metadata directly to the image metadata, osxphotos can write certain metadata that is available to the Finder and Spotlight but does not modify the actual image file.  This is done through something called extended attributes which are stored in the filesystem with a file but do not actually modify the file itself. Finder tags and Finder comments are common examples of these.
+
+osxphotos can, for example, write any keywords in the image to Finder tags so that you can search for images in Spotlight or the Finder using the ``tag:tagname`` syntax:
+
+``osxphotos export /path/to/export --finder-tag-keywords``
+
+``--finder-tag-keywords`` also works with ``--keyword-template`` as described above in the section on ``exiftool``\ :
+
+``osxphotos export /path/to/export --finder-tag-keywords --keyword-template "{label}"``
+
+The ``--xattr-template`` option allows you to set a variety of other extended attributes.  It is used in the format ``--xattr-template ATTRIBUTE TEMPLATE`` where ATTRIBUTE is one of 'authors','comment', 'copyright', 'description', 'findercomment', 'headline', 'keywords'.
+
+For example, to set Finder comment to the photo's title and description:
+
+``osxphotos export /path/to/export --xattr-template findercomment "{title}{newline}{descr}"``
+
+In the template string above, ``{newline}`` instructs osxphotos to insert a new line character ("\n") between the title and description. In this example, if ``{title}`` or ``{descr}`` is empty, you'll get "title\n" or "\ndescription" which may not be desired so you can use more advanced features of the template system to handle these cases:
+
+``osxphotos export /path/to/export --xattr-template findercomment "{title,}{title?{descr?{newline},},}{descr,}"``
+
+Explanation of the template string:
+
+.. code-block::
+
+   {title,}{title?{descr?{newline},},}{descr,}
+    │           │      │ │       │ │  │ 
+    │           │      │ │       │ │  │ 
+    └──> insert title (or nothing if no title) 
+                │      │ │       │ │  │
+                └───> is there a title?
+                       │ │       │ │  │
+                       └───> if so, is there a description? 
+                         │       │ │  │
+                         └───> if so, insert new line 
+                                 │ │  │
+                                 └───> if descr is blank, insert nothing
+                                   │  │ 
+                                   └───> if title is blank, insert nothing
+                                      │
+                                      └───> finally, insert description 
+                                            (or nothing if no description)
+
+
+In this example, ``title?`` demonstrates use of the boolean (True/False) feature of the template system.  ``title?`` is read as "Is the title True (or not blank/empty)?  If so, then the value immediately following the ``?`` is used in place of ``title``.  If ``title`` is blank, then the value immediately following the comma is used instead.  The format for boolean fields is ``field?value if true,value if false``.  Either ``value if true`` or ``value if false`` may be blank, in which case a blank string ("") is used for the value and both may also be an entirely new template string as seen in the above example.  Using this format, template strings may be nested inside each other to form complex ``if-then-else`` statements.
+
+The above example, while complex to read, shows how flexible the osxphotos template system is.  If you invest a little time learning how to use the template system you can easily handle almost any use case you have.
+
+See Extended Attributes section in the help for ``osxphotos export`` for additional information about this feature.
+
+Saving and loading options
+--------------------------
+
+If you repeatedly run a complex osxphotos export command (for example, to regularly back-up your Photos library), you can save all the options to a configuration file for future use (\ ``--save-config FILE``\ ) and then load them (\ ``--load-config FILE``\ ) instead of repeating each option on the command line.
+
+To save the configuration:
+
+``osxphotos export /path/to/export <all your options here> --update --save-config osxphotos.toml``
+
+Then the next to you run osxphotos, you can simply do this:
+
+``osxphotos export /path/to/export --load-config osxphotos.toml``
+
+The configuration file is a plain text file in `TOML <https://toml.io/en/>`_ format so the ``.toml`` extension is standard but you can name the file anything you like.
+
+Run commands on exported photos for post-processing
+---------------------------------------------------
+
+You can use the ``--post-command`` option to run one or more commands against exported files. The ``--post-command`` option takes two arguments: CATEGORY and COMMAND.  CATEGORY is a string that describes which category of file to run the command against.  The available categories are described in the help text available via: ``osxphotos help export``. For example, the ``exported`` category includes all exported photos and the ``skipped`` category includes all photos that were skipped when running export with ``--update``.  COMMAND is an osxphotos template string which will be rendered then passed to the shell for execution.  
+
+For example, the following command generates a log of all exported files and their associated keywords:
+
+``osxphotos export /path/to/export --post-command exported "echo {shell_quote,{filepath}{comma}{,+keyword,}} >> {shell_quote,{export_dir}/exported.txt}"``
+
+The special template field ``{shell_quote}`` ensures a string is properly quoted for execution in the shell.  For example, it's possible that a file path or keyword in this example has a space in the value and if not properly quoted, this would cause an error in the execution of the command. When running commands, the template ``{filepath}`` is set to the full path of the exported file and ``{export_dir}`` is set to the full path of the base export directory.  
+
+Explanation of the template string:
+
+.. code-block::
+
+   {shell_quote,{filepath}{comma}{,+keyword,}}
+    │            │         │      │        │
+    │            │         │      |        │
+    └──> quote everything after comma for proper execution in the shell
+                 │         │      │        │
+                 └───> filepath of the exported file
+                          │       │        │
+                          └───> insert a comma 
+                                  │        │
+                                  └───> join the list of keywords together with a ","
+                                           │
+                                           └───> if no keywords, insert nothing (empty string: "")
+
+
+Another example: if you had ``exiftool`` installed and wanted to wipe all metadata from all exported files, you could use the following:
+
+``osxphotos export /path/to/export --post-command exported "/usr/local/bin/exiftool -all= {filepath|shell_quote}"``
+
+This command uses the ``|shell_quote`` template filter instead of the ``{shell_quote}`` template because the only thing that needs to be quoted is the path to the exported file. Template filters filter the value of the rendered template field.  A number of other filters are available and are described in the help text.
+
+An example from an actual osxphotos user
+----------------------------------------
+
+Here's a comprehensive use case from an actual osxphotos user that integrates many of the concepts discussed in this tutorial (thank-you Philippe for contributing this!):
+
+.. code-block::
+
+   I usually import my iPhone’s photo roll on a more or less regular basis, and it
+   includes photos and videos. As a result, the size ot my Photos library may rise
+   very quickly. Nevertheless, I will tag and geolocate everything as Photos has a
+   quite good keyword management system.
+
+   After a while, I want to take most of the videos out of the library and move them
+   to a separate "videos" folder on a different folder / volume. As I might want to
+   use them in Final Cut Pro, and since Final Cut is able to import Finder tags into
+   its internal library tagging system, I will use osxphotos to do just this.
+
+   Picking the videos can be left to Photos, using a smart folder for instance. Then
+   just add a keyword to all videos to be processed. Here I chose "Quik" as I wanted
+   to spot all videos created on my iPhone using the Quik application (now part of
+   GoPro).
+
+   I want to retrieve my keywords only and make sure they populate the Finder tags, as
+   well as export all the persons identified in the videos by Photos.  I also want to
+   merge any keywords or persons already in the video metadata with the exported
+   metadata.
+
+   Keeping Photo’s edited titles and descriptions and putting both in the Finder
+   comments field in a readable manner is also enabled.
+
+   And I want to keep the file’s creation date (using `--touch-file`).
+
+   Finally, use `--strip` to remove any leading or trailing whitespace from processed
+   template fields.
+
+
+``osxphotos export ~/Desktop/folder for exported videos/ --keyword Quik --only-movies --db /path to my.photoslibrary --touch-file --finder-tag-keywords --person-keyword --xattr-template findercomment "{title}{title?{descr?{newline},},}{descr}" --exiftool-merge-keywords --exiftool-merge-persons --exiftool --strip``
+
+Color Themes
+------------
+
+Some osxphotos commands such as export use color themes to colorize the output to make it more legible. The theme may be specified with the ``--theme`` option. For example: ``osxphotos export /path/to/export --verbose --theme dark`` uses a theme suited for dark terminals. If you don't specify the color theme, osxphotos will select a default theme based on the current terminal settings. You can also specify your own default theme. See ``osxphotos help theme`` for more information on themes and for commands to help manage themes.  Themes are defined in ``.theme`` files in the ``~/.osxphotos/themes`` directory and use style specifications compatible with the `rich <https://rich.readthedocs.io/en/stable/style.html>`_ library.
+
+Conclusion
+----------
+
+osxphotos is very flexible.  If you merely want to backup your Photos library, then spending a few minutes to understand the ``--directory`` option is likely all you need and you can be up and running in minutes.  However, if you have a more complex workflow, osxphotos likely provides options to implement your workflow.  This tutorial does not attempt to cover every option offered by osxphotos but hopefully it provides a good understanding of what kinds of things are possible and where to explore if you want to learn more.
--- a/docs/_static/basic.css
+++ b/docs/_static/basic.css
@@ -4,7 +4,7 @@
 *
 * Sphinx stylesheet -- basic theme.
 *
- * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
 * :license: BSD, see LICENSE for details.
 *
 */
@@ -757,6 +757,7 @@ span.pre {
    -ms-hyphens: none;
    -webkit-hyphens: none;
    hyphens: none;
+    white-space: nowrap;
 }

 div[class*="highlight-"] {
--- a/docs/_static/check-solid.svg
+++ b/docs/_static/check-solid.svg
@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-check" width="44" height="44" viewBox="0 0 24 24" stroke-width="2" stroke="#22863a" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <path d="M5 12l5 5l10 -10" />
+</svg>
--- a/docs/_static/clipboard.min.js
+++ b/docs/_static/clipboard.min.js
--- a/docs/_static/copy-button.svg
+++ b/docs/_static/copy-button.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <rect x="8" y="8" width="12" height="12" rx="2" />
+  <path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2" />
+</svg>
--- a/docs/_static/copybutton.css
+++ b/docs/_static/copybutton.css
@@ -0,0 +1,93 @@
+/* Copy buttons */
+button.copybtn {
+    position: absolute;
+    display: flex;
+    top: .3em;
+    right: .3em;
+    width: 1.7em;
+    height: 1.7em;
+	opacity: 0;
+    transition: opacity 0.3s, border .3s, background-color .3s;
+    user-select: none;
+    padding: 0;
+    border: none;
+    outline: none;
+    border-radius: 0.4em;
+    /* The colors that GitHub uses */
+    border: #1b1f2426 1px solid;
+    background-color: #f6f8fa;
+    color: #57606a;
+}
+
+button.copybtn.success {
+    border-color: #22863a;
+    color: #22863a;
+}
+
+button.copybtn svg {
+    stroke: currentColor;
+    width: 1.5em;
+    height: 1.5em;
+    padding: 0.1em;
+}
+
+div.highlight  {
+    position: relative;
+}
+
+.highlight:hover button.copybtn {
+	opacity: 1;
+}
+
+.highlight button.copybtn:hover {
+    background-color: rgb(235, 235, 235);
+}
+
+.highlight button.copybtn:active {
+    background-color: rgb(187, 187, 187);
+}
+
+/**
+ * A minimal CSS-only tooltip copied from:
+ *   https://codepen.io/mildrenben/pen/rVBrpK
+ *
+ * To use, write HTML like the following:
+ *
+ * <p class="o-tooltip--left" data-tooltip="Hey">Short</p>
+ */
+ .o-tooltip--left {
+  position: relative;
+ }
+
+ .o-tooltip--left:after {
+    opacity: 0;
+    visibility: hidden;
+    position: absolute;
+    content: attr(data-tooltip);
+    padding: .2em;
+    font-size: .8em;
+    left: -.2em;
+    background: grey;
+    color: white;
+    white-space: nowrap;
+    z-index: 2;
+    border-radius: 2px;
+    transform: translateX(-102%) translateY(0);
+    transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+}
+
+.o-tooltip--left:hover:after {
+    display: block;
+    opacity: 1;
+    visibility: visible;
+    transform: translateX(-100%) translateY(0);
+    transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+    transition-delay: .5s;
+}
+
+/* By default the copy button shouldn't show up when printing a page */
+@media print {
+    button.copybtn {
+        display: none;
+    }
+}
--- a/docs/_static/copybutton.js
+++ b/docs/_static/copybutton.js
@@ -0,0 +1,220 @@
+// Localization support
+const messages = {
+  'en': {
+    'copy': 'Copy',
+    'copy_to_clipboard': 'Copy to clipboard',
+    'copy_success': 'Copied!',
+    'copy_failure': 'Failed to copy',
+  },
+  'es' : {
+    'copy': 'Copiar',
+    'copy_to_clipboard': 'Copiar al portapapeles',
+    'copy_success': '¡Copiado!',
+    'copy_failure': 'Error al copiar',
+  },
+  'de' : {
+    'copy': 'Kopieren',
+    'copy_to_clipboard': 'In die Zwischenablage kopieren',
+    'copy_success': 'Kopiert!',
+    'copy_failure': 'Fehler beim Kopieren',
+  },
+  'fr' : {
+    'copy': 'Copier',
+    'copy_to_clipboard': 'Copié dans le presse-papier',
+    'copy_success': 'Copié !',
+    'copy_failure': 'Échec de la copie',
+  },
+  'ru': {
+    'copy': 'Скопировать',
+    'copy_to_clipboard': 'Скопировать в буфер',
+    'copy_success': 'Скопировано!',
+    'copy_failure': 'Не удалось скопировать',
+  },
+  'zh-CN': {
+    'copy': '复制',
+    'copy_to_clipboard': '复制到剪贴板',
+    'copy_success': '复制成功!',
+    'copy_failure': '复制失败',
+  },
+  'it' : {
+    'copy': 'Copiare',
+    'copy_to_clipboard': 'Copiato negli appunti',
+    'copy_success': 'Copiato!',
+    'copy_failure': 'Errore durante la copia',
+  }
+}
+
+let locale = 'en'
+if( document.documentElement.lang !== undefined
+    && messages[document.documentElement.lang] !== undefined ) {
+  locale = document.documentElement.lang
+}
+
+let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT;
+if (doc_url_root == '#') {
+    doc_url_root = '';
+}
+
+/**
+ * SVG files for our copy buttons
+ */
+let iconCheck = `<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-check" width="44" height="44" viewBox="0 0 24 24" stroke-width="2" stroke="#22863a" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <title>${messages[locale]['copy_success']}</title>
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <path d="M5 12l5 5l10 -10" />
+</svg>`
+
+// If the user specified their own SVG use that, otherwise use the default
+let iconCopy = ``;
+if (!iconCopy) {
+  iconCopy = `<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <title>${messages[locale]['copy_to_clipboard']}</title>
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <rect x="8" y="8" width="12" height="12" rx="2" />
+  <path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2" />
+</svg>`
+}
+
+/**
+ * Set up copy/paste for code blocks
+ */
+
+const runWhenDOMLoaded = cb => {
+  if (document.readyState != 'loading') {
+    cb()
+  } else if (document.addEventListener) {
+    document.addEventListener('DOMContentLoaded', cb)
+  } else {
+    document.attachEvent('onreadystatechange', function() {
+      if (document.readyState == 'complete') cb()
+    })
+  }
+}
+
+const codeCellId = index => `codecell${index}`
+
+// Clears selected text since ClipboardJS will select the text when copying
+const clearSelection = () => {
+  if (window.getSelection) {
+    window.getSelection().removeAllRanges()
+  } else if (document.selection) {
+    document.selection.empty()
+  }
+}
+
+// Changes tooltip text for two seconds, then changes it back
+const temporarilyChangeTooltip = (el, oldText, newText) => {
+  el.setAttribute('data-tooltip', newText)
+  el.classList.add('success')
+  setTimeout(() => el.setAttribute('data-tooltip', oldText), 2000)
+  setTimeout(() => el.classList.remove('success'), 2000)
+}
+
+// Changes the copy button icon for two seconds, then changes it back
+const temporarilyChangeIcon = (el) => {
+  el.innerHTML = iconCheck;
+  setTimeout(() => {el.innerHTML = iconCopy}, 2000)
+}
+
+const addCopyButtonToCodeCells = () => {
+  // If ClipboardJS hasn't loaded, wait a bit and try again. This
+  // happens because we load ClipboardJS asynchronously.
+  if (window.ClipboardJS === undefined) {
+    setTimeout(addCopyButtonToCodeCells, 250)
+    return
+  }
+
+  // Add copybuttons to all of our code cells
+  const codeCells = document.querySelectorAll('div.highlight pre')
+  codeCells.forEach((codeCell, index) => {
+    const id = codeCellId(index)
+    codeCell.setAttribute('id', id)
+
+    const clipboardButton = id =>
+    `<button class="copybtn o-tooltip--left" data-tooltip="${messages[locale]['copy']}" data-clipboard-target="#${id}">
+      ${iconCopy}
+    </button>`
+    codeCell.insertAdjacentHTML('afterend', clipboardButton(id))
+  })
+
+function escapeRegExp(string) {
+    return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+}
+
+// Callback when a copy button is clicked. Will be passed the node that was clicked
+// should then grab the text and replace pieces of text that shouldn't be used in output
+function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") {
+
+    var regexp;
+    var match;
+
+    // Do we check for line continuation characters and "HERE-documents"?
+    var useLineCont = !!lineContinuationChar
+    var useHereDoc = !!hereDocDelim
+
+    // create regexp to capture prompt and remaining line
+    if (isRegexp) {
+        regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)')
+    } else {
+        regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)')
+    }
+
+    const outputLines = [];
+    var promptFound = false;
+    var gotLineCont = false;
+    var gotHereDoc = false;
+    const lineGotPrompt = [];
+    for (const line of textContent.split('\n')) {
+        match = line.match(regexp)
+        if (match || gotLineCont || gotHereDoc) {
+            promptFound = regexp.test(line)
+            lineGotPrompt.push(promptFound)
+            if (removePrompts && promptFound) {
+                outputLines.push(match[2])
+            } else {
+                outputLines.push(line)
+            }
+            gotLineCont = line.endsWith(lineContinuationChar) & useLineCont
+            if (line.includes(hereDocDelim) & useHereDoc)
+                gotHereDoc = !gotHereDoc
+        } else if (!onlyCopyPromptLines) {
+            outputLines.push(line)
+        } else if (copyEmptyLines && line.trim() === '') {
+            outputLines.push(line)
+        }
+    }
+
+    // If no lines with the prompt were found then just use original lines
+    if (lineGotPrompt.some(v => v === true)) {
+        textContent = outputLines.join('\n');
+    }
+
+    // Remove a trailing newline to avoid auto-running when pasting
+    if (textContent.endsWith("\n")) {
+        textContent = textContent.slice(0, -1)
+    }
+    return textContent
+}
+
+
+var copyTargetText = (trigger) => {
+  var target = document.querySelector(trigger.attributes['data-clipboard-target'].value);
+  return formatCopyText(target.innerText, '', false, true, true, true, '', '')
+}
+
+  // Initialize with a callback so we can modify the text before copy
+  const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText})
+
+  // Update UI with error/success messages
+  clipboard.on('success', event => {
+    clearSelection()
+    temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success'])
+    temporarilyChangeIcon(event.trigger)
+  })
+
+  clipboard.on('error', event => {
+    temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure'])
+  })
+}
+
+runWhenDOMLoaded(addCopyButtonToCodeCells)
--- a/docs/_static/copybutton_funcs.js
+++ b/docs/_static/copybutton_funcs.js
@@ -0,0 +1,58 @@
+function escapeRegExp(string) {
+    return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+}
+
+// Callback when a copy button is clicked. Will be passed the node that was clicked
+// should then grab the text and replace pieces of text that shouldn't be used in output
+export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") {
+
+    var regexp;
+    var match;
+
+    // Do we check for line continuation characters and "HERE-documents"?
+    var useLineCont = !!lineContinuationChar
+    var useHereDoc = !!hereDocDelim
+
+    // create regexp to capture prompt and remaining line
+    if (isRegexp) {
+        regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)')
+    } else {
+        regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)')
+    }
+
+    const outputLines = [];
+    var promptFound = false;
+    var gotLineCont = false;
+    var gotHereDoc = false;
+    const lineGotPrompt = [];
+    for (const line of textContent.split('\n')) {
+        match = line.match(regexp)
+        if (match || gotLineCont || gotHereDoc) {
+            promptFound = regexp.test(line)
+            lineGotPrompt.push(promptFound)
+            if (removePrompts && promptFound) {
+                outputLines.push(match[2])
+            } else {
+                outputLines.push(line)
+            }
+            gotLineCont = line.endsWith(lineContinuationChar) & useLineCont
+            if (line.includes(hereDocDelim) & useHereDoc)
+                gotHereDoc = !gotHereDoc
+        } else if (!onlyCopyPromptLines) {
+            outputLines.push(line)
+        } else if (copyEmptyLines && line.trim() === '') {
+            outputLines.push(line)
+        }
+    }
+
+    // If no lines with the prompt were found then just use original lines
+    if (lineGotPrompt.some(v => v === true)) {
+        textContent = outputLines.join('\n');
+    }
+
+    // Remove a trailing newline to avoid auto-running when pasting
+    if (textContent.endsWith("\n")) {
+        textContent = textContent.slice(0, -1)
+    }
+    return textContent
+}
--- a/docs/_static/doctools.js
+++ b/docs/_static/doctools.js
@@ -4,7 +4,7 @@
 *
 * Sphinx JavaScript utilities for all documentation.
 *
- * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
 * :license: BSD, see LICENSE for details.
 *
 */
@@ -264,6 +264,9 @@ var Documentation = {
  hideSearchWords : function() {
    $('#searchbox .highlight-link').fadeOut(300);
    $('span.highlighted').removeClass('highlighted');
+    var url = new URL(window.location);
+    url.searchParams.delete('highlight');
+    window.history.replaceState({}, '', url);
  },

  /**
--- a/docs/_static/documentation_options.js
+++ b/docs/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
    URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: '0.44.6',
+    VERSION: '0.49.2',
    LANGUAGE: 'None',
    COLLAPSE_INDEX: false,
    BUILDER: 'html',
--- a/docs/_static/language_data.js
+++ b/docs/_static/language_data.js
@@ -5,7 +5,7 @@
 * This script contains the language-specific data used by searchtools.js,
 * namely the list of stopwords, stemmer, scorer and splitter.
 *
- * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
 * :license: BSD, see LICENSE for details.
 *
 */
--- a/docs/_static/pygments.css
+++ b/docs/_static/pygments.css
@@ -1,22 +1,22 @@
-pre { line-height: 125%; }
-td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
-span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
-td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
-span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+.highlight pre { line-height: 125%; }
+.highlight td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+.highlight span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+.highlight td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+.highlight span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
 .highlight .hll { background-color: #ffffcc }
 .highlight { background: #f8f8f8; }
 .highlight .c { color: #8f5902; font-style: italic } /* Comment */
 .highlight .err { color: #a40000; border: 1px solid #ef2929 } /* Error */
 .highlight .g { color: #000000 } /* Generic */
-.highlight .k { color: #004461; font-weight: bold } /* Keyword */
+.highlight .k { color: #204a87; font-weight: bold } /* Keyword */
 .highlight .l { color: #000000 } /* Literal */
 .highlight .n { color: #000000 } /* Name */
-.highlight .o { color: #582800 } /* Operator */
+.highlight .o { color: #ce5c00; font-weight: bold } /* Operator */
 .highlight .x { color: #000000 } /* Other */
 .highlight .p { color: #000000; font-weight: bold } /* Punctuation */
 .highlight .ch { color: #8f5902; font-style: italic } /* Comment.Hashbang */
 .highlight .cm { color: #8f5902; font-style: italic } /* Comment.Multiline */
-.highlight .cp { color: #8f5902 } /* Comment.Preproc */
+.highlight .cp { color: #8f5902; font-style: italic } /* Comment.Preproc */
 .highlight .cpf { color: #8f5902; font-style: italic } /* Comment.PreprocFile */
 .highlight .c1 { color: #8f5902; font-style: italic } /* Comment.Single */
 .highlight .cs { color: #8f5902; font-style: italic } /* Comment.Special */
@@ -25,25 +25,25 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left:
 .highlight .gr { color: #ef2929 } /* Generic.Error */
 .highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
 .highlight .gi { color: #00A000 } /* Generic.Inserted */
-.highlight .go { color: #888888 } /* Generic.Output */
-.highlight .gp { color: #745334 } /* Generic.Prompt */
+.highlight .go { color: #000000; font-style: italic } /* Generic.Output */
+.highlight .gp { color: #8f5902 } /* Generic.Prompt */
 .highlight .gs { color: #000000; font-weight: bold } /* Generic.Strong */
 .highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
 .highlight .gt { color: #a40000; font-weight: bold } /* Generic.Traceback */
-.highlight .kc { color: #004461; font-weight: bold } /* Keyword.Constant */
-.highlight .kd { color: #004461; font-weight: bold } /* Keyword.Declaration */
-.highlight .kn { color: #004461; font-weight: bold } /* Keyword.Namespace */
-.highlight .kp { color: #004461; font-weight: bold } /* Keyword.Pseudo */
-.highlight .kr { color: #004461; font-weight: bold } /* Keyword.Reserved */
-.highlight .kt { color: #004461; font-weight: bold } /* Keyword.Type */
+.highlight .kc { color: #204a87; font-weight: bold } /* Keyword.Constant */
+.highlight .kd { color: #204a87; font-weight: bold } /* Keyword.Declaration */
+.highlight .kn { color: #204a87; font-weight: bold } /* Keyword.Namespace */
+.highlight .kp { color: #204a87; font-weight: bold } /* Keyword.Pseudo */
+.highlight .kr { color: #204a87; font-weight: bold } /* Keyword.Reserved */
+.highlight .kt { color: #204a87; font-weight: bold } /* Keyword.Type */
 .highlight .ld { color: #000000 } /* Literal.Date */
-.highlight .m { color: #990000 } /* Literal.Number */
+.highlight .m { color: #0000cf; font-weight: bold } /* Literal.Number */
 .highlight .s { color: #4e9a06 } /* Literal.String */
 .highlight .na { color: #c4a000 } /* Name.Attribute */
-.highlight .nb { color: #004461 } /* Name.Builtin */
+.highlight .nb { color: #204a87 } /* Name.Builtin */
 .highlight .nc { color: #000000 } /* Name.Class */
 .highlight .no { color: #000000 } /* Name.Constant */
-.highlight .nd { color: #888888 } /* Name.Decorator */
+.highlight .nd { color: #5c35cc; font-weight: bold } /* Name.Decorator */
 .highlight .ni { color: #ce5c00 } /* Name.Entity */
 .highlight .ne { color: #cc0000; font-weight: bold } /* Name.Exception */
 .highlight .nf { color: #000000 } /* Name.Function */
@@ -51,15 +51,15 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left:
 .highlight .nn { color: #000000 } /* Name.Namespace */
 .highlight .nx { color: #000000 } /* Name.Other */
 .highlight .py { color: #000000 } /* Name.Property */
-.highlight .nt { color: #004461; font-weight: bold } /* Name.Tag */
+.highlight .nt { color: #204a87; font-weight: bold } /* Name.Tag */
 .highlight .nv { color: #000000 } /* Name.Variable */
-.highlight .ow { color: #004461; font-weight: bold } /* Operator.Word */
-.highlight .w { color: #f8f8f8; text-decoration: underline } /* Text.Whitespace */
-.highlight .mb { color: #990000 } /* Literal.Number.Bin */
-.highlight .mf { color: #990000 } /* Literal.Number.Float */
-.highlight .mh { color: #990000 } /* Literal.Number.Hex */
-.highlight .mi { color: #990000 } /* Literal.Number.Integer */
-.highlight .mo { color: #990000 } /* Literal.Number.Oct */
+.highlight .ow { color: #204a87; font-weight: bold } /* Operator.Word */
+.highlight .w { color: #f8f8f8 } /* Text.Whitespace */
+.highlight .mb { color: #0000cf; font-weight: bold } /* Literal.Number.Bin */
+.highlight .mf { color: #0000cf; font-weight: bold } /* Literal.Number.Float */
+.highlight .mh { color: #0000cf; font-weight: bold } /* Literal.Number.Hex */
+.highlight .mi { color: #0000cf; font-weight: bold } /* Literal.Number.Integer */
+.highlight .mo { color: #0000cf; font-weight: bold } /* Literal.Number.Oct */
 .highlight .sa { color: #4e9a06 } /* Literal.String.Affix */
 .highlight .sb { color: #4e9a06 } /* Literal.String.Backtick */
 .highlight .sc { color: #4e9a06 } /* Literal.String.Char */
@@ -79,4 +79,174 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left:
 .highlight .vg { color: #000000 } /* Name.Variable.Global */
 .highlight .vi { color: #000000 } /* Name.Variable.Instance */
 .highlight .vm { color: #000000 } /* Name.Variable.Magic */
-.highlight .il { color: #990000 } /* Literal.Number.Integer.Long */
+.highlight .il { color: #0000cf; font-weight: bold } /* Literal.Number.Integer.Long */
+@media not print {
+body[data-theme="dark"] .highlight pre { line-height: 125%; }
+body[data-theme="dark"] .highlight td.linenos .normal { color: #aaaaaa; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+body[data-theme="dark"] .highlight span.linenos { color: #aaaaaa; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+body[data-theme="dark"] .highlight td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+body[data-theme="dark"] .highlight span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+body[data-theme="dark"] .highlight .hll { background-color: #404040 }
+body[data-theme="dark"] .highlight { background: #202020; color: #d0d0d0 }
+body[data-theme="dark"] .highlight .c { color: #999999; font-style: italic } /* Comment */
+body[data-theme="dark"] .highlight .err { color: #a61717; background-color: #e3d2d2 } /* Error */
+body[data-theme="dark"] .highlight .esc { color: #d0d0d0 } /* Escape */
+body[data-theme="dark"] .highlight .g { color: #d0d0d0 } /* Generic */
+body[data-theme="dark"] .highlight .k { color: #6ab825; font-weight: bold } /* Keyword */
+body[data-theme="dark"] .highlight .l { color: #d0d0d0 } /* Literal */
+body[data-theme="dark"] .highlight .n { color: #d0d0d0 } /* Name */
+body[data-theme="dark"] .highlight .o { color: #d0d0d0 } /* Operator */
+body[data-theme="dark"] .highlight .x { color: #d0d0d0 } /* Other */
+body[data-theme="dark"] .highlight .p { color: #d0d0d0 } /* Punctuation */
+body[data-theme="dark"] .highlight .ch { color: #999999; font-style: italic } /* Comment.Hashbang */
+body[data-theme="dark"] .highlight .cm { color: #999999; font-style: italic } /* Comment.Multiline */
+body[data-theme="dark"] .highlight .cp { color: #cd2828; font-weight: bold } /* Comment.Preproc */
+body[data-theme="dark"] .highlight .cpf { color: #999999; font-style: italic } /* Comment.PreprocFile */
+body[data-theme="dark"] .highlight .c1 { color: #999999; font-style: italic } /* Comment.Single */
+body[data-theme="dark"] .highlight .cs { color: #e50808; font-weight: bold; background-color: #520000 } /* Comment.Special */
+body[data-theme="dark"] .highlight .gd { color: #d22323 } /* Generic.Deleted */
+body[data-theme="dark"] .highlight .ge { color: #d0d0d0; font-style: italic } /* Generic.Emph */
+body[data-theme="dark"] .highlight .gr { color: #d22323 } /* Generic.Error */
+body[data-theme="dark"] .highlight .gh { color: #ffffff; font-weight: bold } /* Generic.Heading */
+body[data-theme="dark"] .highlight .gi { color: #589819 } /* Generic.Inserted */
+body[data-theme="dark"] .highlight .go { color: #cccccc } /* Generic.Output */
+body[data-theme="dark"] .highlight .gp { color: #aaaaaa } /* Generic.Prompt */
+body[data-theme="dark"] .highlight .gs { color: #d0d0d0; font-weight: bold } /* Generic.Strong */
+body[data-theme="dark"] .highlight .gu { color: #ffffff; text-decoration: underline } /* Generic.Subheading */
+body[data-theme="dark"] .highlight .gt { color: #d22323 } /* Generic.Traceback */
+body[data-theme="dark"] .highlight .kc { color: #6ab825; font-weight: bold } /* Keyword.Constant */
+body[data-theme="dark"] .highlight .kd { color: #6ab825; font-weight: bold } /* Keyword.Declaration */
+body[data-theme="dark"] .highlight .kn { color: #6ab825; font-weight: bold } /* Keyword.Namespace */
+body[data-theme="dark"] .highlight .kp { color: #6ab825 } /* Keyword.Pseudo */
+body[data-theme="dark"] .highlight .kr { color: #6ab825; font-weight: bold } /* Keyword.Reserved */
+body[data-theme="dark"] .highlight .kt { color: #6ab825; font-weight: bold } /* Keyword.Type */
+body[data-theme="dark"] .highlight .ld { color: #d0d0d0 } /* Literal.Date */
+body[data-theme="dark"] .highlight .m { color: #3677a9 } /* Literal.Number */
+body[data-theme="dark"] .highlight .s { color: #ed9d13 } /* Literal.String */
+body[data-theme="dark"] .highlight .na { color: #bbbbbb } /* Name.Attribute */
+body[data-theme="dark"] .highlight .nb { color: #24909d } /* Name.Builtin */
+body[data-theme="dark"] .highlight .nc { color: #447fcf; text-decoration: underline } /* Name.Class */
+body[data-theme="dark"] .highlight .no { color: #40ffff } /* Name.Constant */
+body[data-theme="dark"] .highlight .nd { color: #ffa500 } /* Name.Decorator */
+body[data-theme="dark"] .highlight .ni { color: #d0d0d0 } /* Name.Entity */
+body[data-theme="dark"] .highlight .ne { color: #bbbbbb } /* Name.Exception */
+body[data-theme="dark"] .highlight .nf { color: #447fcf } /* Name.Function */
+body[data-theme="dark"] .highlight .nl { color: #d0d0d0 } /* Name.Label */
+body[data-theme="dark"] .highlight .nn { color: #447fcf; text-decoration: underline } /* Name.Namespace */
+body[data-theme="dark"] .highlight .nx { color: #d0d0d0 } /* Name.Other */
+body[data-theme="dark"] .highlight .py { color: #d0d0d0 } /* Name.Property */
+body[data-theme="dark"] .highlight .nt { color: #6ab825; font-weight: bold } /* Name.Tag */
+body[data-theme="dark"] .highlight .nv { color: #40ffff } /* Name.Variable */
+body[data-theme="dark"] .highlight .ow { color: #6ab825; font-weight: bold } /* Operator.Word */
+body[data-theme="dark"] .highlight .w { color: #666666 } /* Text.Whitespace */
+body[data-theme="dark"] .highlight .mb { color: #3677a9 } /* Literal.Number.Bin */
+body[data-theme="dark"] .highlight .mf { color: #3677a9 } /* Literal.Number.Float */
+body[data-theme="dark"] .highlight .mh { color: #3677a9 } /* Literal.Number.Hex */
+body[data-theme="dark"] .highlight .mi { color: #3677a9 } /* Literal.Number.Integer */
+body[data-theme="dark"] .highlight .mo { color: #3677a9 } /* Literal.Number.Oct */
+body[data-theme="dark"] .highlight .sa { color: #ed9d13 } /* Literal.String.Affix */
+body[data-theme="dark"] .highlight .sb { color: #ed9d13 } /* Literal.String.Backtick */
+body[data-theme="dark"] .highlight .sc { color: #ed9d13 } /* Literal.String.Char */
+body[data-theme="dark"] .highlight .dl { color: #ed9d13 } /* Literal.String.Delimiter */
+body[data-theme="dark"] .highlight .sd { color: #ed9d13 } /* Literal.String.Doc */
+body[data-theme="dark"] .highlight .s2 { color: #ed9d13 } /* Literal.String.Double */
+body[data-theme="dark"] .highlight .se { color: #ed9d13 } /* Literal.String.Escape */
+body[data-theme="dark"] .highlight .sh { color: #ed9d13 } /* Literal.String.Heredoc */
+body[data-theme="dark"] .highlight .si { color: #ed9d13 } /* Literal.String.Interpol */
+body[data-theme="dark"] .highlight .sx { color: #ffa500 } /* Literal.String.Other */
+body[data-theme="dark"] .highlight .sr { color: #ed9d13 } /* Literal.String.Regex */
+body[data-theme="dark"] .highlight .s1 { color: #ed9d13 } /* Literal.String.Single */
+body[data-theme="dark"] .highlight .ss { color: #ed9d13 } /* Literal.String.Symbol */
+body[data-theme="dark"] .highlight .bp { color: #24909d } /* Name.Builtin.Pseudo */
+body[data-theme="dark"] .highlight .fm { color: #447fcf } /* Name.Function.Magic */
+body[data-theme="dark"] .highlight .vc { color: #40ffff } /* Name.Variable.Class */
+body[data-theme="dark"] .highlight .vg { color: #40ffff } /* Name.Variable.Global */
+body[data-theme="dark"] .highlight .vi { color: #40ffff } /* Name.Variable.Instance */
+body[data-theme="dark"] .highlight .vm { color: #40ffff } /* Name.Variable.Magic */
+body[data-theme="dark"] .highlight .il { color: #3677a9 } /* Literal.Number.Integer.Long */
+@media (prefers-color-scheme: dark) {
+body:not([data-theme="light"]) .highlight pre { line-height: 125%; }
+body:not([data-theme="light"]) .highlight td.linenos .normal { color: #aaaaaa; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+body:not([data-theme="light"]) .highlight span.linenos { color: #aaaaaa; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+body:not([data-theme="light"]) .highlight td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+body:not([data-theme="light"]) .highlight span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+body:not([data-theme="light"]) .highlight .hll { background-color: #404040 }
+body:not([data-theme="light"]) .highlight { background: #202020; color: #d0d0d0 }
+body:not([data-theme="light"]) .highlight .c { color: #999999; font-style: italic } /* Comment */
+body:not([data-theme="light"]) .highlight .err { color: #a61717; background-color: #e3d2d2 } /* Error */
+body:not([data-theme="light"]) .highlight .esc { color: #d0d0d0 } /* Escape */
+body:not([data-theme="light"]) .highlight .g { color: #d0d0d0 } /* Generic */
+body:not([data-theme="light"]) .highlight .k { color: #6ab825; font-weight: bold } /* Keyword */
+body:not([data-theme="light"]) .highlight .l { color: #d0d0d0 } /* Literal */
+body:not([data-theme="light"]) .highlight .n { color: #d0d0d0 } /* Name */
+body:not([data-theme="light"]) .highlight .o { color: #d0d0d0 } /* Operator */
+body:not([data-theme="light"]) .highlight .x { color: #d0d0d0 } /* Other */
+body:not([data-theme="light"]) .highlight .p { color: #d0d0d0 } /* Punctuation */
+body:not([data-theme="light"]) .highlight .ch { color: #999999; font-style: italic } /* Comment.Hashbang */
+body:not([data-theme="light"]) .highlight .cm { color: #999999; font-style: italic } /* Comment.Multiline */
+body:not([data-theme="light"]) .highlight .cp { color: #cd2828; font-weight: bold } /* Comment.Preproc */
+body:not([data-theme="light"]) .highlight .cpf { color: #999999; font-style: italic } /* Comment.PreprocFile */
+body:not([data-theme="light"]) .highlight .c1 { color: #999999; font-style: italic } /* Comment.Single */
+body:not([data-theme="light"]) .highlight .cs { color: #e50808; font-weight: bold; background-color: #520000 } /* Comment.Special */
+body:not([data-theme="light"]) .highlight .gd { color: #d22323 } /* Generic.Deleted */
+body:not([data-theme="light"]) .highlight .ge { color: #d0d0d0; font-style: italic } /* Generic.Emph */
+body:not([data-theme="light"]) .highlight .gr { color: #d22323 } /* Generic.Error */
+body:not([data-theme="light"]) .highlight .gh { color: #ffffff; font-weight: bold } /* Generic.Heading */
+body:not([data-theme="light"]) .highlight .gi { color: #589819 } /* Generic.Inserted */
+body:not([data-theme="light"]) .highlight .go { color: #cccccc } /* Generic.Output */
+body:not([data-theme="light"]) .highlight .gp { color: #aaaaaa } /* Generic.Prompt */
+body:not([data-theme="light"]) .highlight .gs { color: #d0d0d0; font-weight: bold } /* Generic.Strong */
+body:not([data-theme="light"]) .highlight .gu { color: #ffffff; text-decoration: underline } /* Generic.Subheading */
+body:not([data-theme="light"]) .highlight .gt { color: #d22323 } /* Generic.Traceback */
+body:not([data-theme="light"]) .highlight .kc { color: #6ab825; font-weight: bold } /* Keyword.Constant */
+body:not([data-theme="light"]) .highlight .kd { color: #6ab825; font-weight: bold } /* Keyword.Declaration */
+body:not([data-theme="light"]) .highlight .kn { color: #6ab825; font-weight: bold } /* Keyword.Namespace */
+body:not([data-theme="light"]) .highlight .kp { color: #6ab825 } /* Keyword.Pseudo */
+body:not([data-theme="light"]) .highlight .kr { color: #6ab825; font-weight: bold } /* Keyword.Reserved */
+body:not([data-theme="light"]) .highlight .kt { color: #6ab825; font-weight: bold } /* Keyword.Type */
+body:not([data-theme="light"]) .highlight .ld { color: #d0d0d0 } /* Literal.Date */
+body:not([data-theme="light"]) .highlight .m { color: #3677a9 } /* Literal.Number */
+body:not([data-theme="light"]) .highlight .s { color: #ed9d13 } /* Literal.String */
+body:not([data-theme="light"]) .highlight .na { color: #bbbbbb } /* Name.Attribute */
+body:not([data-theme="light"]) .highlight .nb { color: #24909d } /* Name.Builtin */
+body:not([data-theme="light"]) .highlight .nc { color: #447fcf; text-decoration: underline } /* Name.Class */
+body:not([data-theme="light"]) .highlight .no { color: #40ffff } /* Name.Constant */
+body:not([data-theme="light"]) .highlight .nd { color: #ffa500 } /* Name.Decorator */
+body:not([data-theme="light"]) .highlight .ni { color: #d0d0d0 } /* Name.Entity */
+body:not([data-theme="light"]) .highlight .ne { color: #bbbbbb } /* Name.Exception */
+body:not([data-theme="light"]) .highlight .nf { color: #447fcf } /* Name.Function */
+body:not([data-theme="light"]) .highlight .nl { color: #d0d0d0 } /* Name.Label */
+body:not([data-theme="light"]) .highlight .nn { color: #447fcf; text-decoration: underline } /* Name.Namespace */
+body:not([data-theme="light"]) .highlight .nx { color: #d0d0d0 } /* Name.Other */
+body:not([data-theme="light"]) .highlight .py { color: #d0d0d0 } /* Name.Property */
+body:not([data-theme="light"]) .highlight .nt { color: #6ab825; font-weight: bold } /* Name.Tag */
+body:not([data-theme="light"]) .highlight .nv { color: #40ffff } /* Name.Variable */
+body:not([data-theme="light"]) .highlight .ow { color: #6ab825; font-weight: bold } /* Operator.Word */
+body:not([data-theme="light"]) .highlight .w { color: #666666 } /* Text.Whitespace */
+body:not([data-theme="light"]) .highlight .mb { color: #3677a9 } /* Literal.Number.Bin */
+body:not([data-theme="light"]) .highlight .mf { color: #3677a9 } /* Literal.Number.Float */
+body:not([data-theme="light"]) .highlight .mh { color: #3677a9 } /* Literal.Number.Hex */
+body:not([data-theme="light"]) .highlight .mi { color: #3677a9 } /* Literal.Number.Integer */
+body:not([data-theme="light"]) .highlight .mo { color: #3677a9 } /* Literal.Number.Oct */
+body:not([data-theme="light"]) .highlight .sa { color: #ed9d13 } /* Literal.String.Affix */
+body:not([data-theme="light"]) .highlight .sb { color: #ed9d13 } /* Literal.String.Backtick */
+body:not([data-theme="light"]) .highlight .sc { color: #ed9d13 } /* Literal.String.Char */
+body:not([data-theme="light"]) .highlight .dl { color: #ed9d13 } /* Literal.String.Delimiter */
+body:not([data-theme="light"]) .highlight .sd { color: #ed9d13 } /* Literal.String.Doc */
+body:not([data-theme="light"]) .highlight .s2 { color: #ed9d13 } /* Literal.String.Double */
+body:not([data-theme="light"]) .highlight .se { color: #ed9d13 } /* Literal.String.Escape */
+body:not([data-theme="light"]) .highlight .sh { color: #ed9d13 } /* Literal.String.Heredoc */
+body:not([data-theme="light"]) .highlight .si { color: #ed9d13 } /* Literal.String.Interpol */
+body:not([data-theme="light"]) .highlight .sx { color: #ffa500 } /* Literal.String.Other */
+body:not([data-theme="light"]) .highlight .sr { color: #ed9d13 } /* Literal.String.Regex */
+body:not([data-theme="light"]) .highlight .s1 { color: #ed9d13 } /* Literal.String.Single */
+body:not([data-theme="light"]) .highlight .ss { color: #ed9d13 } /* Literal.String.Symbol */
+body:not([data-theme="light"]) .highlight .bp { color: #24909d } /* Name.Builtin.Pseudo */
+body:not([data-theme="light"]) .highlight .fm { color: #447fcf } /* Name.Function.Magic */
+body:not([data-theme="light"]) .highlight .vc { color: #40ffff } /* Name.Variable.Class */
+body:not([data-theme="light"]) .highlight .vg { color: #40ffff } /* Name.Variable.Global */
+body:not([data-theme="light"]) .highlight .vi { color: #40ffff } /* Name.Variable.Instance */
+body:not([data-theme="light"]) .highlight .vm { color: #40ffff } /* Name.Variable.Magic */
+body:not([data-theme="light"]) .highlight .il { color: #3677a9 } /* Literal.Number.Integer.Long */
+}
+}
--- a/docs/_static/scripts/furo-extensions.js
+++ b/docs/_static/scripts/furo-extensions.js
--- a/docs/_static/scripts/furo.js
+++ b/docs/_static/scripts/furo.js
--- a/docs/_static/scripts/furo.js.LICENSE.txt
+++ b/docs/_static/scripts/furo.js.LICENSE.txt
@@ -0,0 +1,7 @@
+/*!
+ * gumshoejs v5.1.2 (patched by @pradyunsg)
+ * A simple, framework-agnostic scrollspy script.
+ * (c) 2019 Chris Ferdinandi
+ * MIT License
+ * http://github.com/cferdinandi/gumshoe
+ */
--- a/docs/_static/scripts/furo.js.map
+++ b/docs/_static/scripts/furo.js.map
--- a/docs/_static/searchtools.js
+++ b/docs/_static/searchtools.js
@@ -4,7 +4,7 @@
 *
 * Sphinx JavaScript utilities for the full-text search.
 *
- * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
 * :license: BSD, see LICENSE for details.
 *
 */
--- a/docs/_static/styles/furo-extensions.css
+++ b/docs/_static/styles/furo-extensions.css
--- a/docs/_static/styles/furo-extensions.css.map
+++ b/docs/_static/styles/furo-extensions.css.map
--- a/docs/_static/styles/furo.css
+++ b/docs/_static/styles/furo.css
--- a/docs/_static/styles/furo.css.map
+++ b/docs/_static/styles/furo.css.map
--- a/docs/_static/underscore-1.3.1.js
+++ b/docs/_static/underscore-1.3.1.js
@@ -1,999 +0,0 @@
-//     Underscore.js 1.3.1
-//     (c) 2009-2012 Jeremy Ashkenas, DocumentCloud Inc.
-//     Underscore is freely distributable under the MIT license.
-//     Portions of Underscore are inspired or borrowed from Prototype,
-//     Oliver Steele's Functional, and John Resig's Micro-Templating.
-//     For all details and documentation:
-//     http://documentcloud.github.com/underscore
-
-(function() {
-
-  // Baseline setup
-  // --------------
-
-  // Establish the root object, `window` in the browser, or `global` on the server.
-  var root = this;
-
-  // Save the previous value of the `_` variable.
-  var previousUnderscore = root._;
-
-  // Establish the object that gets returned to break out of a loop iteration.
-  var breaker = {};
-
-  // Save bytes in the minified (but not gzipped) version:
-  var ArrayProto = Array.prototype, ObjProto = Object.prototype, FuncProto = Function.prototype;
-
-  // Create quick reference variables for speed access to core prototypes.
-  var slice            = ArrayProto.slice,
-      unshift          = ArrayProto.unshift,
-      toString         = ObjProto.toString,
-      hasOwnProperty   = ObjProto.hasOwnProperty;
-
-  // All **ECMAScript 5** native function implementations that we hope to use
-  // are declared here.
-  var
-    nativeForEach      = ArrayProto.forEach,
-    nativeMap          = ArrayProto.map,
-    nativeReduce       = ArrayProto.reduce,
-    nativeReduceRight  = ArrayProto.reduceRight,
-    nativeFilter       = ArrayProto.filter,
-    nativeEvery        = ArrayProto.every,
-    nativeSome         = ArrayProto.some,
-    nativeIndexOf      = ArrayProto.indexOf,
-    nativeLastIndexOf  = ArrayProto.lastIndexOf,
-    nativeIsArray      = Array.isArray,
-    nativeKeys         = Object.keys,
-    nativeBind         = FuncProto.bind;
-
-  // Create a safe reference to the Underscore object for use below.
-  var _ = function(obj) { return new wrapper(obj); };
-
-  // Export the Underscore object for **Node.js**, with
-  // backwards-compatibility for the old `require()` API. If we're in
-  // the browser, add `_` as a global object via a string identifier,
-  // for Closure Compiler "advanced" mode.
-  if (typeof exports !== 'undefined') {
-    if (typeof module !== 'undefined' && module.exports) {
-      exports = module.exports = _;
-    }
-    exports._ = _;
-  } else {
-    root['_'] = _;
-  }
-
-  // Current version.
-  _.VERSION = '1.3.1';
-
-  // Collection Functions
-  // --------------------
-
-  // The cornerstone, an `each` implementation, aka `forEach`.
-  // Handles objects with the built-in `forEach`, arrays, and raw objects.
-  // Delegates to **ECMAScript 5**'s native `forEach` if available.
-  var each = _.each = _.forEach = function(obj, iterator, context) {
-    if (obj == null) return;
-    if (nativeForEach && obj.forEach === nativeForEach) {
-      obj.forEach(iterator, context);
-    } else if (obj.length === +obj.length) {
-      for (var i = 0, l = obj.length; i < l; i++) {
-        if (i in obj && iterator.call(context, obj[i], i, obj) === breaker) return;
-      }
-    } else {
-      for (var key in obj) {
-        if (_.has(obj, key)) {
-          if (iterator.call(context, obj[key], key, obj) === breaker) return;
-        }
-      }
-    }
-  };
-
-  // Return the results of applying the iterator to each element.
-  // Delegates to **ECMAScript 5**'s native `map` if available.
-  _.map = _.collect = function(obj, iterator, context) {
-    var results = [];
-    if (obj == null) return results;
-    if (nativeMap && obj.map === nativeMap) return obj.map(iterator, context);
-    each(obj, function(value, index, list) {
-      results[results.length] = iterator.call(context, value, index, list);
-    });
-    if (obj.length === +obj.length) results.length = obj.length;
-    return results;
-  };
-
-  // **Reduce** builds up a single result from a list of values, aka `inject`,
-  // or `foldl`. Delegates to **ECMAScript 5**'s native `reduce` if available.
-  _.reduce = _.foldl = _.inject = function(obj, iterator, memo, context) {
-    var initial = arguments.length > 2;
-    if (obj == null) obj = [];
-    if (nativeReduce && obj.reduce === nativeReduce) {
-      if (context) iterator = _.bind(iterator, context);
-      return initial ? obj.reduce(iterator, memo) : obj.reduce(iterator);
-    }
-    each(obj, function(value, index, list) {
-      if (!initial) {
-        memo = value;
-        initial = true;
-      } else {
-        memo = iterator.call(context, memo, value, index, list);
-      }
-    });
-    if (!initial) throw new TypeError('Reduce of empty array with no initial value');
-    return memo;
-  };
-
-  // The right-associative version of reduce, also known as `foldr`.
-  // Delegates to **ECMAScript 5**'s native `reduceRight` if available.
-  _.reduceRight = _.foldr = function(obj, iterator, memo, context) {
-    var initial = arguments.length > 2;
-    if (obj == null) obj = [];
-    if (nativeReduceRight && obj.reduceRight === nativeReduceRight) {
-      if (context) iterator = _.bind(iterator, context);
-      return initial ? obj.reduceRight(iterator, memo) : obj.reduceRight(iterator);
-    }
-    var reversed = _.toArray(obj).reverse();
-    if (context && !initial) iterator = _.bind(iterator, context);
-    return initial ? _.reduce(reversed, iterator, memo, context) : _.reduce(reversed, iterator);
-  };
-
-  // Return the first value which passes a truth test. Aliased as `detect`.
-  _.find = _.detect = function(obj, iterator, context) {
-    var result;
-    any(obj, function(value, index, list) {
-      if (iterator.call(context, value, index, list)) {
-        result = value;
-        return true;
-      }
-    });
-    return result;
-  };
-
-  // Return all the elements that pass a truth test.
-  // Delegates to **ECMAScript 5**'s native `filter` if available.
-  // Aliased as `select`.
-  _.filter = _.select = function(obj, iterator, context) {
-    var results = [];
-    if (obj == null) return results;
-    if (nativeFilter && obj.filter === nativeFilter) return obj.filter(iterator, context);
-    each(obj, function(value, index, list) {
-      if (iterator.call(context, value, index, list)) results[results.length] = value;
-    });
-    return results;
-  };
-
-  // Return all the elements for which a truth test fails.
-  _.reject = function(obj, iterator, context) {
-    var results = [];
-    if (obj == null) return results;
-    each(obj, function(value, index, list) {
-      if (!iterator.call(context, value, index, list)) results[results.length] = value;
-    });
-    return results;
-  };
-
-  // Determine whether all of the elements match a truth test.
-  // Delegates to **ECMAScript 5**'s native `every` if available.
-  // Aliased as `all`.
-  _.every = _.all = function(obj, iterator, context) {
-    var result = true;
-    if (obj == null) return result;
-    if (nativeEvery && obj.every === nativeEvery) return obj.every(iterator, context);
-    each(obj, function(value, index, list) {
-      if (!(result = result && iterator.call(context, value, index, list))) return breaker;
-    });
-    return result;
-  };
-
-  // Determine if at least one element in the object matches a truth test.
-  // Delegates to **ECMAScript 5**'s native `some` if available.
-  // Aliased as `any`.
-  var any = _.some = _.any = function(obj, iterator, context) {
-    iterator || (iterator = _.identity);
-    var result = false;
-    if (obj == null) return result;
-    if (nativeSome && obj.some === nativeSome) return obj.some(iterator, context);
-    each(obj, function(value, index, list) {
-      if (result || (result = iterator.call(context, value, index, list))) return breaker;
-    });
-    return !!result;
-  };
-
-  // Determine if a given value is included in the array or object using `===`.
-  // Aliased as `contains`.
-  _.include = _.contains = function(obj, target) {
-    var found = false;
-    if (obj == null) return found;
-    if (nativeIndexOf && obj.indexOf === nativeIndexOf) return obj.indexOf(target) != -1;
-    found = any(obj, function(value) {
-      return value === target;
-    });
-    return found;
-  };
-
-  // Invoke a method (with arguments) on every item in a collection.
-  _.invoke = function(obj, method) {
-    var args = slice.call(arguments, 2);
-    return _.map(obj, function(value) {
-      return (_.isFunction(method) ? method || value : value[method]).apply(value, args);
-    });
-  };
-
-  // Convenience version of a common use case of `map`: fetching a property.
-  _.pluck = function(obj, key) {
-    return _.map(obj, function(value){ return value[key]; });
-  };
-
-  // Return the maximum element or (element-based computation).
-  _.max = function(obj, iterator, context) {
-    if (!iterator && _.isArray(obj)) return Math.max.apply(Math, obj);
-    if (!iterator && _.isEmpty(obj)) return -Infinity;
-    var result = {computed : -Infinity};
-    each(obj, function(value, index, list) {
-      var computed = iterator ? iterator.call(context, value, index, list) : value;
-      computed >= result.computed && (result = {value : value, computed : computed});
-    });
-    return result.value;
-  };
-
-  // Return the minimum element (or element-based computation).
-  _.min = function(obj, iterator, context) {
-    if (!iterator && _.isArray(obj)) return Math.min.apply(Math, obj);
-    if (!iterator && _.isEmpty(obj)) return Infinity;
-    var result = {computed : Infinity};
-    each(obj, function(value, index, list) {
-      var computed = iterator ? iterator.call(context, value, index, list) : value;
-      computed < result.computed && (result = {value : value, computed : computed});
-    });
-    return result.value;
-  };
-
-  // Shuffle an array.
-  _.shuffle = function(obj) {
-    var shuffled = [], rand;
-    each(obj, function(value, index, list) {
-      if (index == 0) {
-        shuffled[0] = value;
-      } else {
-        rand = Math.floor(Math.random() * (index + 1));
-        shuffled[index] = shuffled[rand];
-        shuffled[rand] = value;
-      }
-    });
-    return shuffled;
-  };
-
-  // Sort the object's values by a criterion produced by an iterator.
-  _.sortBy = function(obj, iterator, context) {
-    return _.pluck(_.map(obj, function(value, index, list) {
-      return {
-        value : value,
-        criteria : iterator.call(context, value, index, list)
-      };
-    }).sort(function(left, right) {
-      var a = left.criteria, b = right.criteria;
-      return a < b ? -1 : a > b ? 1 : 0;
-    }), 'value');
-  };
-
-  // Groups the object's values by a criterion. Pass either a string attribute
-  // to group by, or a function that returns the criterion.
-  _.groupBy = function(obj, val) {
-    var result = {};
-    var iterator = _.isFunction(val) ? val : function(obj) { return obj[val]; };
-    each(obj, function(value, index) {
-      var key = iterator(value, index);
-      (result[key] || (result[key] = [])).push(value);
-    });
-    return result;
-  };
-
-  // Use a comparator function to figure out at what index an object should
-  // be inserted so as to maintain order. Uses binary search.
-  _.sortedIndex = function(array, obj, iterator) {
-    iterator || (iterator = _.identity);
-    var low = 0, high = array.length;
-    while (low < high) {
-      var mid = (low + high) >> 1;
-      iterator(array[mid]) < iterator(obj) ? low = mid + 1 : high = mid;
-    }
-    return low;
-  };
-
-  // Safely convert anything iterable into a real, live array.
-  _.toArray = function(iterable) {
-    if (!iterable)                return [];
-    if (iterable.toArray)         return iterable.toArray();
-    if (_.isArray(iterable))      return slice.call(iterable);
-    if (_.isArguments(iterable))  return slice.call(iterable);
-    return _.values(iterable);
-  };
-
-  // Return the number of elements in an object.
-  _.size = function(obj) {
-    return _.toArray(obj).length;
-  };
-
-  // Array Functions
-  // ---------------
-
-  // Get the first element of an array. Passing **n** will return the first N
-  // values in the array. Aliased as `head`. The **guard** check allows it to work
-  // with `_.map`.
-  _.first = _.head = function(array, n, guard) {
-    return (n != null) && !guard ? slice.call(array, 0, n) : array[0];
-  };
-
-  // Returns everything but the last entry of the array. Especcialy useful on
-  // the arguments object. Passing **n** will return all the values in
-  // the array, excluding the last N. The **guard** check allows it to work with
-  // `_.map`.
-  _.initial = function(array, n, guard) {
-    return slice.call(array, 0, array.length - ((n == null) || guard ? 1 : n));
-  };
-
-  // Get the last element of an array. Passing **n** will return the last N
-  // values in the array. The **guard** check allows it to work with `_.map`.
-  _.last = function(array, n, guard) {
-    if ((n != null) && !guard) {
-      return slice.call(array, Math.max(array.length - n, 0));
-    } else {
-      return array[array.length - 1];
-    }
-  };
-
-  // Returns everything but the first entry of the array. Aliased as `tail`.
-  // Especially useful on the arguments object. Passing an **index** will return
-  // the rest of the values in the array from that index onward. The **guard**
-  // check allows it to work with `_.map`.
-  _.rest = _.tail = function(array, index, guard) {
-    return slice.call(array, (index == null) || guard ? 1 : index);
-  };
-
-  // Trim out all falsy values from an array.
-  _.compact = function(array) {
-    return _.filter(array, function(value){ return !!value; });
-  };
-
-  // Return a completely flattened version of an array.
-  _.flatten = function(array, shallow) {
-    return _.reduce(array, function(memo, value) {
-      if (_.isArray(value)) return memo.concat(shallow ? value : _.flatten(value));
-      memo[memo.length] = value;
-      return memo;
-    }, []);
-  };
-
-  // Return a version of the array that does not contain the specified value(s).
-  _.without = function(array) {
-    return _.difference(array, slice.call(arguments, 1));
-  };
-
-  // Produce a duplicate-free version of the array. If the array has already
-  // been sorted, you have the option of using a faster algorithm.
-  // Aliased as `unique`.
-  _.uniq = _.unique = function(array, isSorted, iterator) {
-    var initial = iterator ? _.map(array, iterator) : array;
-    var result = [];
-    _.reduce(initial, function(memo, el, i) {
-      if (0 == i || (isSorted === true ? _.last(memo) != el : !_.include(memo, el))) {
-        memo[memo.length] = el;
-        result[result.length] = array[i];
-      }
-      return memo;
-    }, []);
-    return result;
-  };
-
-  // Produce an array that contains the union: each distinct element from all of
-  // the passed-in arrays.
-  _.union = function() {
-    return _.uniq(_.flatten(arguments, true));
-  };
-
-  // Produce an array that contains every item shared between all the
-  // passed-in arrays. (Aliased as "intersect" for back-compat.)
-  _.intersection = _.intersect = function(array) {
-    var rest = slice.call(arguments, 1);
-    return _.filter(_.uniq(array), function(item) {
-      return _.every(rest, function(other) {
-        return _.indexOf(other, item) >= 0;
-      });
-    });
-  };
-
-  // Take the difference between one array and a number of other arrays.
-  // Only the elements present in just the first array will remain.
-  _.difference = function(array) {
-    var rest = _.flatten(slice.call(arguments, 1));
-    return _.filter(array, function(value){ return !_.include(rest, value); });
-  };
-
-  // Zip together multiple lists into a single array -- elements that share
-  // an index go together.
-  _.zip = function() {
-    var args = slice.call(arguments);
-    var length = _.max(_.pluck(args, 'length'));
-    var results = new Array(length);
-    for (var i = 0; i < length; i++) results[i] = _.pluck(args, "" + i);
-    return results;
-  };
-
-  // If the browser doesn't supply us with indexOf (I'm looking at you, **MSIE**),
-  // we need this function. Return the position of the first occurrence of an
-  // item in an array, or -1 if the item is not included in the array.
-  // Delegates to **ECMAScript 5**'s native `indexOf` if available.
-  // If the array is large and already in sort order, pass `true`
-  // for **isSorted** to use binary search.
-  _.indexOf = function(array, item, isSorted) {
-    if (array == null) return -1;
-    var i, l;
-    if (isSorted) {
-      i = _.sortedIndex(array, item);
-      return array[i] === item ? i : -1;
-    }
-    if (nativeIndexOf && array.indexOf === nativeIndexOf) return array.indexOf(item);
-    for (i = 0, l = array.length; i < l; i++) if (i in array && array[i] === item) return i;
-    return -1;
-  };
-
-  // Delegates to **ECMAScript 5**'s native `lastIndexOf` if available.
-  _.lastIndexOf = function(array, item) {
-    if (array == null) return -1;
-    if (nativeLastIndexOf && array.lastIndexOf === nativeLastIndexOf) return array.lastIndexOf(item);
-    var i = array.length;
-    while (i--) if (i in array && array[i] === item) return i;
-    return -1;
-  };
-
-  // Generate an integer Array containing an arithmetic progression. A port of
-  // the native Python `range()` function. See
-  // [the Python documentation](http://docs.python.org/library/functions.html#range).
-  _.range = function(start, stop, step) {
-    if (arguments.length <= 1) {
-      stop = start || 0;
-      start = 0;
-    }
-    step = arguments[2] || 1;
-
-    var len = Math.max(Math.ceil((stop - start) / step), 0);
-    var idx = 0;
-    var range = new Array(len);
-
-    while(idx < len) {
-      range[idx++] = start;
-      start += step;
-    }
-
-    return range;
-  };
-
-  // Function (ahem) Functions
-  // ------------------
-
-  // Reusable constructor function for prototype setting.
-  var ctor = function(){};
-
-  // Create a function bound to a given object (assigning `this`, and arguments,
-  // optionally). Binding with arguments is also known as `curry`.
-  // Delegates to **ECMAScript 5**'s native `Function.bind` if available.
-  // We check for `func.bind` first, to fail fast when `func` is undefined.
-  _.bind = function bind(func, context) {
-    var bound, args;
-    if (func.bind === nativeBind && nativeBind) return nativeBind.apply(func, slice.call(arguments, 1));
-    if (!_.isFunction(func)) throw new TypeError;
-    args = slice.call(arguments, 2);
-    return bound = function() {
-      if (!(this instanceof bound)) return func.apply(context, args.concat(slice.call(arguments)));
-      ctor.prototype = func.prototype;
-      var self = new ctor;
-      var result = func.apply(self, args.concat(slice.call(arguments)));
-      if (Object(result) === result) return result;
-      return self;
-    };
-  };
-
-  // Bind all of an object's methods to that object. Useful for ensuring that
-  // all callbacks defined on an object belong to it.
-  _.bindAll = function(obj) {
-    var funcs = slice.call(arguments, 1);
-    if (funcs.length == 0) funcs = _.functions(obj);
-    each(funcs, function(f) { obj[f] = _.bind(obj[f], obj); });
-    return obj;
-  };
-
-  // Memoize an expensive function by storing its results.
-  _.memoize = function(func, hasher) {
-    var memo = {};
-    hasher || (hasher = _.identity);
-    return function() {
-      var key = hasher.apply(this, arguments);
-      return _.has(memo, key) ? memo[key] : (memo[key] = func.apply(this, arguments));
-    };
-  };
-
-  // Delays a function for the given number of milliseconds, and then calls
-  // it with the arguments supplied.
-  _.delay = function(func, wait) {
-    var args = slice.call(arguments, 2);
-    return setTimeout(function(){ return func.apply(func, args); }, wait);
-  };
-
-  // Defers a function, scheduling it to run after the current call stack has
-  // cleared.
-  _.defer = function(func) {
-    return _.delay.apply(_, [func, 1].concat(slice.call(arguments, 1)));
-  };
-
-  // Returns a function, that, when invoked, will only be triggered at most once
-  // during a given window of time.
-  _.throttle = function(func, wait) {
-    var context, args, timeout, throttling, more;
-    var whenDone = _.debounce(function(){ more = throttling = false; }, wait);
-    return function() {
-      context = this; args = arguments;
-      var later = function() {
-        timeout = null;
-        if (more) func.apply(context, args);
-        whenDone();
-      };
-      if (!timeout) timeout = setTimeout(later, wait);
-      if (throttling) {
-        more = true;
-      } else {
-        func.apply(context, args);
-      }
-      whenDone();
-      throttling = true;
-    };
-  };
-
-  // Returns a function, that, as long as it continues to be invoked, will not
-  // be triggered. The function will be called after it stops being called for
-  // N milliseconds.
-  _.debounce = function(func, wait) {
-    var timeout;
-    return function() {
-      var context = this, args = arguments;
-      var later = function() {
-        timeout = null;
-        func.apply(context, args);
-      };
-      clearTimeout(timeout);
-      timeout = setTimeout(later, wait);
-    };
-  };
-
-  // Returns a function that will be executed at most one time, no matter how
-  // often you call it. Useful for lazy initialization.
-  _.once = function(func) {
-    var ran = false, memo;
-    return function() {
-      if (ran) return memo;
-      ran = true;
-      return memo = func.apply(this, arguments);
-    };
-  };
-
-  // Returns the first function passed as an argument to the second,
-  // allowing you to adjust arguments, run code before and after, and
-  // conditionally execute the original function.
-  _.wrap = function(func, wrapper) {
-    return function() {
-      var args = [func].concat(slice.call(arguments, 0));
-      return wrapper.apply(this, args);
-    };
-  };
-
-  // Returns a function that is the composition of a list of functions, each
-  // consuming the return value of the function that follows.
-  _.compose = function() {
-    var funcs = arguments;
-    return function() {
-      var args = arguments;
-      for (var i = funcs.length - 1; i >= 0; i--) {
-        args = [funcs[i].apply(this, args)];
-      }
-      return args[0];
-    };
-  };
-
-  // Returns a function that will only be executed after being called N times.
-  _.after = function(times, func) {
-    if (times <= 0) return func();
-    return function() {
-      if (--times < 1) { return func.apply(this, arguments); }
-    };
-  };
-
-  // Object Functions
-  // ----------------
-
-  // Retrieve the names of an object's properties.
-  // Delegates to **ECMAScript 5**'s native `Object.keys`
-  _.keys = nativeKeys || function(obj) {
-    if (obj !== Object(obj)) throw new TypeError('Invalid object');
-    var keys = [];
-    for (var key in obj) if (_.has(obj, key)) keys[keys.length] = key;
-    return keys;
-  };
-
-  // Retrieve the values of an object's properties.
-  _.values = function(obj) {
-    return _.map(obj, _.identity);
-  };
-
-  // Return a sorted list of the function names available on the object.
-  // Aliased as `methods`
-  _.functions = _.methods = function(obj) {
-    var names = [];
-    for (var key in obj) {
-      if (_.isFunction(obj[key])) names.push(key);
-    }
-    return names.sort();
-  };
-
-  // Extend a given object with all the properties in passed-in object(s).
-  _.extend = function(obj) {
-    each(slice.call(arguments, 1), function(source) {
-      for (var prop in source) {
-        obj[prop] = source[prop];
-      }
-    });
-    return obj;
-  };
-
-  // Fill in a given object with default properties.
-  _.defaults = function(obj) {
-    each(slice.call(arguments, 1), function(source) {
-      for (var prop in source) {
-        if (obj[prop] == null) obj[prop] = source[prop];
-      }
-    });
-    return obj;
-  };
-
-  // Create a (shallow-cloned) duplicate of an object.
-  _.clone = function(obj) {
-    if (!_.isObject(obj)) return obj;
-    return _.isArray(obj) ? obj.slice() : _.extend({}, obj);
-  };
-
-  // Invokes interceptor with the obj, and then returns obj.
-  // The primary purpose of this method is to "tap into" a method chain, in
-  // order to perform operations on intermediate results within the chain.
-  _.tap = function(obj, interceptor) {
-    interceptor(obj);
-    return obj;
-  };
-
-  // Internal recursive comparison function.
-  function eq(a, b, stack) {
-    // Identical objects are equal. `0 === -0`, but they aren't identical.
-    // See the Harmony `egal` proposal: http://wiki.ecmascript.org/doku.php?id=harmony:egal.
-    if (a === b) return a !== 0 || 1 / a == 1 / b;
-    // A strict comparison is necessary because `null == undefined`.
-    if (a == null || b == null) return a === b;
-    // Unwrap any wrapped objects.
-    if (a._chain) a = a._wrapped;
-    if (b._chain) b = b._wrapped;
-    // Invoke a custom `isEqual` method if one is provided.
-    if (a.isEqual && _.isFunction(a.isEqual)) return a.isEqual(b);
-    if (b.isEqual && _.isFunction(b.isEqual)) return b.isEqual(a);
-    // Compare `[[Class]]` names.
-    var className = toString.call(a);
-    if (className != toString.call(b)) return false;
-    switch (className) {
-      // Strings, numbers, dates, and booleans are compared by value.
-      case '[object String]':
-        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
-        // equivalent to `new String("5")`.
-        return a == String(b);
-      case '[object Number]':
-        // `NaN`s are equivalent, but non-reflexive. An `egal` comparison is performed for
-        // other numeric values.
-        return a != +a ? b != +b : (a == 0 ? 1 / a == 1 / b : a == +b);
-      case '[object Date]':
-      case '[object Boolean]':
-        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
-        // millisecond representations. Note that invalid dates with millisecond representations
-        // of `NaN` are not equivalent.
-        return +a == +b;
-      // RegExps are compared by their source patterns and flags.
-      case '[object RegExp]':
-        return a.source == b.source &&
-               a.global == b.global &&
-               a.multiline == b.multiline &&
-               a.ignoreCase == b.ignoreCase;
-    }
-    if (typeof a != 'object' || typeof b != 'object') return false;
-    // Assume equality for cyclic structures. The algorithm for detecting cyclic
-    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
-    var length = stack.length;
-    while (length--) {
-      // Linear search. Performance is inversely proportional to the number of
-      // unique nested structures.
-      if (stack[length] == a) return true;
-    }
-    // Add the first object to the stack of traversed objects.
-    stack.push(a);
-    var size = 0, result = true;
-    // Recursively compare objects and arrays.
-    if (className == '[object Array]') {
-      // Compare array lengths to determine if a deep comparison is necessary.
-      size = a.length;
-      result = size == b.length;
-      if (result) {
-        // Deep compare the contents, ignoring non-numeric properties.
-        while (size--) {
-          // Ensure commutative equality for sparse arrays.
-          if (!(result = size in a == size in b && eq(a[size], b[size], stack))) break;
-        }
-      }
-    } else {
-      // Objects with different constructors are not equivalent.
-      if ('constructor' in a != 'constructor' in b || a.constructor != b.constructor) return false;
-      // Deep compare objects.
-      for (var key in a) {
-        if (_.has(a, key)) {
-          // Count the expected number of properties.
-          size++;
-          // Deep compare each member.
-          if (!(result = _.has(b, key) && eq(a[key], b[key], stack))) break;
-        }
-      }
-      // Ensure that both objects contain the same number of properties.
-      if (result) {
-        for (key in b) {
-          if (_.has(b, key) && !(size--)) break;
-        }
-        result = !size;
-      }
-    }
-    // Remove the first object from the stack of traversed objects.
-    stack.pop();
-    return result;
-  }
-
-  // Perform a deep comparison to check if two objects are equal.
-  _.isEqual = function(a, b) {
-    return eq(a, b, []);
-  };
-
-  // Is a given array, string, or object empty?
-  // An "empty" object has no enumerable own-properties.
-  _.isEmpty = function(obj) {
-    if (_.isArray(obj) || _.isString(obj)) return obj.length === 0;
-    for (var key in obj) if (_.has(obj, key)) return false;
-    return true;
-  };
-
-  // Is a given value a DOM element?
-  _.isElement = function(obj) {
-    return !!(obj && obj.nodeType == 1);
-  };
-
-  // Is a given value an array?
-  // Delegates to ECMA5's native Array.isArray
-  _.isArray = nativeIsArray || function(obj) {
-    return toString.call(obj) == '[object Array]';
-  };
-
-  // Is a given variable an object?
-  _.isObject = function(obj) {
-    return obj === Object(obj);
-  };
-
-  // Is a given variable an arguments object?
-  _.isArguments = function(obj) {
-    return toString.call(obj) == '[object Arguments]';
-  };
-  if (!_.isArguments(arguments)) {
-    _.isArguments = function(obj) {
-      return !!(obj && _.has(obj, 'callee'));
-    };
-  }
-
-  // Is a given value a function?
-  _.isFunction = function(obj) {
-    return toString.call(obj) == '[object Function]';
-  };
-
-  // Is a given value a string?
-  _.isString = function(obj) {
-    return toString.call(obj) == '[object String]';
-  };
-
-  // Is a given value a number?
-  _.isNumber = function(obj) {
-    return toString.call(obj) == '[object Number]';
-  };
-
-  // Is the given value `NaN`?
-  _.isNaN = function(obj) {
-    // `NaN` is the only value for which `===` is not reflexive.
-    return obj !== obj;
-  };
-
-  // Is a given value a boolean?
-  _.isBoolean = function(obj) {
-    return obj === true || obj === false || toString.call(obj) == '[object Boolean]';
-  };
-
-  // Is a given value a date?
-  _.isDate = function(obj) {
-    return toString.call(obj) == '[object Date]';
-  };
-
-  // Is the given value a regular expression?
-  _.isRegExp = function(obj) {
-    return toString.call(obj) == '[object RegExp]';
-  };
-
-  // Is a given value equal to null?
-  _.isNull = function(obj) {
-    return obj === null;
-  };
-
-  // Is a given variable undefined?
-  _.isUndefined = function(obj) {
-    return obj === void 0;
-  };
-
-  // Has own property?
-  _.has = function(obj, key) {
-    return hasOwnProperty.call(obj, key);
-  };
-
-  // Utility Functions
-  // -----------------
-
-  // Run Underscore.js in *noConflict* mode, returning the `_` variable to its
-  // previous owner. Returns a reference to the Underscore object.
-  _.noConflict = function() {
-    root._ = previousUnderscore;
-    return this;
-  };
-
-  // Keep the identity function around for default iterators.
-  _.identity = function(value) {
-    return value;
-  };
-
-  // Run a function **n** times.
-  _.times = function (n, iterator, context) {
-    for (var i = 0; i < n; i++) iterator.call(context, i);
-  };
-
-  // Escape a string for HTML interpolation.
-  _.escape = function(string) {
-    return (''+string).replace(/&/g, '&amp;').replace(/</g, '&lt;').replace(/>/g, '&gt;').replace(/"/g, '&quot;').replace(/'/g, '&#x27;').replace(/\//g,'&#x2F;');
-  };
-
-  // Add your own custom functions to the Underscore object, ensuring that
-  // they're correctly added to the OOP wrapper as well.
-  _.mixin = function(obj) {
-    each(_.functions(obj), function(name){
-      addToWrapper(name, _[name] = obj[name]);
-    });
-  };
-
-  // Generate a unique integer id (unique within the entire client session).
-  // Useful for temporary DOM ids.
-  var idCounter = 0;
-  _.uniqueId = function(prefix) {
-    var id = idCounter++;
-    return prefix ? prefix + id : id;
-  };
-
-  // By default, Underscore uses ERB-style template delimiters, change the
-  // following template settings to use alternative delimiters.
-  _.templateSettings = {
-    evaluate    : /<%([\s\S]+?)%>/g,
-    interpolate : /<%=([\s\S]+?)%>/g,
-    escape      : /<%-([\s\S]+?)%>/g
-  };
-
-  // When customizing `templateSettings`, if you don't want to define an
-  // interpolation, evaluation or escaping regex, we need one that is
-  // guaranteed not to match.
-  var noMatch = /.^/;
-
-  // Within an interpolation, evaluation, or escaping, remove HTML escaping
-  // that had been previously added.
-  var unescape = function(code) {
-    return code.replace(/\\\\/g, '\\').replace(/\\'/g, "'");
-  };
-
-  // JavaScript micro-templating, similar to John Resig's implementation.
-  // Underscore templating handles arbitrary delimiters, preserves whitespace,
-  // and correctly escapes quotes within interpolated code.
-  _.template = function(str, data) {
-    var c  = _.templateSettings;
-    var tmpl = 'var __p=[],print=function(){__p.push.apply(__p,arguments);};' +
-      'with(obj||{}){__p.push(\'' +
-      str.replace(/\\/g, '\\\\')
-         .replace(/'/g, "\\'")
-         .replace(c.escape || noMatch, function(match, code) {
-           return "',_.escape(" + unescape(code) + "),'";
-         })
-         .replace(c.interpolate || noMatch, function(match, code) {
-           return "'," + unescape(code) + ",'";
-         })
-         .replace(c.evaluate || noMatch, function(match, code) {
-           return "');" + unescape(code).replace(/[\r\n\t]/g, ' ') + ";__p.push('";
-         })
-         .replace(/\r/g, '\\r')
-         .replace(/\n/g, '\\n')
-         .replace(/\t/g, '\\t')
-         + "');}return __p.join('');";
-    var func = new Function('obj', '_', tmpl);
-    if (data) return func(data, _);
-    return function(data) {
-      return func.call(this, data, _);
-    };
-  };
-
-  // Add a "chain" function, which will delegate to the wrapper.
-  _.chain = function(obj) {
-    return _(obj).chain();
-  };
-
-  // The OOP Wrapper
-  // ---------------
-
-  // If Underscore is called as a function, it returns a wrapped object that
-  // can be used OO-style. This wrapper holds altered versions of all the
-  // underscore functions. Wrapped objects may be chained.
-  var wrapper = function(obj) { this._wrapped = obj; };
-
-  // Expose `wrapper.prototype` as `_.prototype`
-  _.prototype = wrapper.prototype;
-
-  // Helper function to continue chaining intermediate results.
-  var result = function(obj, chain) {
-    return chain ? _(obj).chain() : obj;
-  };
-
-  // A method to easily add functions to the OOP wrapper.
-  var addToWrapper = function(name, func) {
-    wrapper.prototype[name] = function() {
-      var args = slice.call(arguments);
-      unshift.call(args, this._wrapped);
-      return result(func.apply(_, args), this._chain);
-    };
-  };
-
-  // Add all of the Underscore functions to the wrapper object.
-  _.mixin(_);
-
-  // Add all mutator Array functions to the wrapper.
-  each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) {
-    var method = ArrayProto[name];
-    wrapper.prototype[name] = function() {
-      var wrapped = this._wrapped;
-      method.apply(wrapped, arguments);
-      var length = wrapped.length;
-      if ((name == 'shift' || name == 'splice') && length === 0) delete wrapped[0];
-      return result(wrapped, this._chain);
-    };
-  });
-
-  // Add all accessor Array functions to the wrapper.
-  each(['concat', 'join', 'slice'], function(name) {
-    var method = ArrayProto[name];
-    wrapper.prototype[name] = function() {
-      return result(method.apply(this._wrapped, arguments), this._chain);
-    };
-  });
-
-  // Start chaining a wrapped Underscore object.
-  wrapper.prototype.chain = function() {
-    this._chain = true;
-    return this;
-  };
-
-  // Extracts the result from a wrapped and chained object.
-  wrapper.prototype.value = function() {
-    return this._wrapped;
-  };
-
-}).call(this);
--- a/docs/cli.html
+++ b/docs/cli.html
--- a/docs/cli_export.html
+++ b/docs/cli_export.html
--- a/docs/genindex.html
+++ b/docs/genindex.html
--- a/docs/index.html
+++ b/docs/index.html
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-  <meta name="viewport" content="width=device-width, initial-scale=0.9, maximum-scale=0.9" />
-
-  </head><body>
+  <span class="sidebar-brand-text">osxphotos 0.49.2 documentation</span>
  
-
-    <div class="document">
-      <div class="documentwrapper">
-        <div class="bodywrapper">
-          
-
-          <div class="body" role="main">
-            
-  <section id="welcome-to-osxphotos-s-documentation">
-<h1>Welcome to osxphotos’s documentation!<a class="headerlink" href="#welcome-to-osxphotos-s-documentation" title="Permalink to this headline">¶</a></h1>
-</section>
-<section id="osxphotos">
-<h1>OSXPhotos<a class="headerlink" href="#osxphotos" title="Permalink to this headline">¶</a></h1>
-<section id="what-is-osxphotos">
-<h2>What is osxphotos?<a class="headerlink" href="#what-is-osxphotos" title="Permalink to this headline">¶</a></h2>
-<p>OSXPhotos provides both the ability to interact with and query Apple’s Photos.app library on macOS directly from your python code
-as well as a very flexible command line interface (CLI) app for exporting photos.
-You can query the Photos library database – for example, file name, file path, and metadata such as keywords/tags, persons/faces, albums, etc.
-You can also easily export both the original and edited photos.</p>
-</section>
-<section id="supported-operating-systems">
-<h2>Supported operating systems<a class="headerlink" href="#supported-operating-systems" title="Permalink to this headline">¶</a></h2>
-<p>Only works on macOS (aka Mac OS X). Tested on macOS Sierra (10.12.6) through macOS Big Sur (11.3).</p>
-<p>If you have access to macOS 12 / Monterey beta and would like to help ensure osxphotos is compatible, please contact me via GitHub.</p>
-<p>This package will read Photos databases for any supported version on any supported macOS version.
-E.g. you can read a database created with Photos 5.0 on MacOS 10.15 on a machine running macOS 10.12 and vice versa.</p>
-<p>Requires python &gt;= <code class="docutils literal notranslate"><span class="pre">3.7</span></code>.</p>
-</section>
-<section id="installation">
-<h2>Installation<a class="headerlink" href="#installation" title="Permalink to this headline">¶</a></h2>
-<p>If you are new to python and just want to use the command line application, I recommend you to install using pipx. See other advanced options below.</p>
-<section id="installation-using-pipx">
-<h3>Installation using pipx<a class="headerlink" href="#installation-using-pipx" title="Permalink to this headline">¶</a></h3>
-<p>If you aren’t familiar with installing python applications, I recommend you install <code class="docutils literal notranslate"><span class="pre">osxphotos</span></code> with <a class="reference external" href="https://github.com/pipxproject/pipx">pipx</a>. If you use <code class="docutils literal notranslate"><span class="pre">pipx</span></code>, you will not need to create a virtual environment as <code class="docutils literal notranslate"><span class="pre">pipx</span></code> takes care of this. The easiest way to do this on a Mac is to use <a class="reference external" href="https://brew.sh/">homebrew</a>:</p>
-<ul class="simple">
-<li><p>Open <code class="docutils literal notranslate"><span class="pre">Terminal</span></code> (search for <code class="docutils literal notranslate"><span class="pre">Terminal</span></code> in Spotlight or look in <code class="docutils literal notranslate"><span class="pre">Applications/Utilities</span></code>)</p></li>
-<li><p>Install <code class="docutils literal notranslate"><span class="pre">homebrew</span></code> according to instructions at <a class="reference external" href="https://brew.sh/">https://brew.sh/</a></p></li>
-<li><p>Type the following into Terminal: <code class="docutils literal notranslate"><span class="pre">brew</span> <span class="pre">install</span> <span class="pre">pipx</span></code></p></li>
-<li><p>Then type this: <code class="docutils literal notranslate"><span class="pre">pipx</span> <span class="pre">install</span> <span class="pre">osxphotos</span></code></p></li>
-<li><p>Now you should be able to run <code class="docutils literal notranslate"><span class="pre">osxphotos</span></code> by typing: <code class="docutils literal notranslate"><span class="pre">osxphotos</span></code></p></li>
+</a><form class="sidebar-search-container" method="get" action="search.html" role="search">
+  <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
+  <input type="hidden" name="check_keywords" value="yes">
+  <input type="hidden" name="area" value="default">
+</form>
+<div id="searchbox"></div><div class="sidebar-scroll"><div class="sidebar-tree">
+  <ul>
+<li class="toctree-l1"><a class="reference internal" href="overview.html">OSXPhotos</a></li>
+<li class="toctree-l1"><a class="reference internal" href="tutorial.html">OSXPhotos Tutorial</a></li>
+<li class="toctree-l1"><a class="reference internal" href="cli.html">OSXPhotos Command Line Interface (CLI)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="template_help.html">OSXPhotos Template System</a></li>
+<li class="toctree-l1"><a class="reference internal" href="package_overview.html">OSXPhotos Python Package Overview</a></li>
+<li class="toctree-l1"><a class="reference internal" href="reference.html">OSXPhotos python API</a></li>
 </ul>
-</section>
-<section id="installation-using-pip">
-<h3>Installation using pip<a class="headerlink" href="#installation-using-pip" title="Permalink to this headline">¶</a></h3>
-<p>You can also install directly from <a class="reference external" href="https://pypi.org/project/osxphotos/">pypi</a>:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="n">osxphotos</span>
-</pre></div>
+
 </div>
-</section>
-<section id="installation-from-git-repository">
-<h3>Installation from git repository<a class="headerlink" href="#installation-from-git-repository" title="Permalink to this headline">¶</a></h3>
-<p>OSXPhotos uses setuptools, thus simply run:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">git</span> <span class="n">clone</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="n">RhetTbull</span><span class="o">/</span><span class="n">osxphotos</span><span class="o">.</span><span class="n">git</span>
-<span class="n">cd</span> <span class="n">osxphotos</span>
-<span class="n">python3</span> <span class="n">setup</span><span class="o">.</span><span class="n">py</span> <span class="n">install</span>
-</pre></div>
 </div>
-<p>I recommend you create a <a class="reference external" href="https://docs.python.org/3/tutorial/venv.html">virtual environment</a> before installing osxphotos.</p>
-<p><strong>WARNING</strong> The git repo for this project is very large (&gt; 1GB) because it contains multiple Photos libraries used for testing
-on different versions of macOS.  If you just want to use the osxphotos package in your own code,
-I recommend you install the latest version from <a class="reference external" href="https://pypi.org/project/osxphotos/">PyPI</a> which does not include all the test
-libraries. If you just want to use the command line utility, you can download a pre-built executable of the latest
-<a class="reference external" href="https://github.com/RhetTbull/osxphotos/releases">release</a> or you can install via <code class="docutils literal notranslate"><span class="pre">pip</span></code> which also installs the command line app.
-If you aren’t comfortable with running python on your Mac, start with the pre-built executable or <code class="docutils literal notranslate"><span class="pre">pipx</span></code> as described above.</p>
-</section>
-</section>
-<section id="command-line-usage">
-<h2>Command Line Usage<a class="headerlink" href="#command-line-usage" title="Permalink to this headline">¶</a></h2>
-<p>This package will install a command line utility called <code class="docutils literal notranslate"><span class="pre">osxphotos</span></code> that allows you to query the Photos database and export photos.
-Alternatively, you can also run the command line utility like this: <code class="docutils literal notranslate"><span class="pre">python3</span> <span class="pre">-m</span> <span class="pre">osxphotos</span></code></p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&gt;</span> <span class="n">osxphotos</span>
-<span class="n">Usage</span><span class="p">:</span> <span class="n">osxphotos</span> <span class="p">[</span><span class="n">OPTIONS</span><span class="p">]</span> <span class="n">COMMAND</span> <span class="p">[</span><span class="n">ARGS</span><span class="p">]</span><span class="o">...</span>

-<span class="n">Options</span><span class="p">:</span>
-  <span class="o">--</span><span class="n">db</span> <span class="o">&lt;</span><span class="n">Photos</span> <span class="n">database</span> <span class="n">path</span><span class="o">&gt;</span>  <span class="n">Specify</span> <span class="n">Photos</span> <span class="n">database</span> <span class="n">path</span><span class="o">.</span> <span class="n">Path</span> <span class="n">to</span> <span class="n">Photos</span>
-                               <span class="n">library</span><span class="o">/</span><span class="n">database</span> <span class="n">can</span> <span class="n">be</span> <span class="n">specified</span> <span class="n">using</span> <span class="n">either</span>
-                               <span class="o">--</span><span class="n">db</span> <span class="ow">or</span> <span class="n">directly</span> <span class="k">as</span> <span class="n">PHOTOS_LIBRARY</span> <span class="n">positional</span>
-                               <span class="n">argument</span><span class="o">.</span> <span class="n">If</span> <span class="n">neither</span> <span class="o">--</span><span class="n">db</span> <span class="ow">or</span> <span class="n">PHOTOS_LIBRARY</span>
-                               <span class="n">provided</span><span class="p">,</span> <span class="n">will</span> <span class="n">attempt</span> <span class="n">to</span> <span class="n">find</span> <span class="n">the</span> <span class="n">library</span> <span class="n">to</span>
-                               <span class="n">use</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">following</span> <span class="n">order</span><span class="p">:</span> <span class="mf">1.</span> <span class="n">last</span> <span class="n">opened</span>
-                               <span class="n">library</span><span class="p">,</span> <span class="mf">2.</span> <span class="n">system</span> <span class="n">library</span><span class="p">,</span> <span class="mf">3.</span>
-                               <span class="o">~/</span><span class="n">Pictures</span><span class="o">/</span><span class="n">Photos</span> <span class="n">Library</span><span class="o">.</span><span class="n">photoslibrary</span>
-  <span class="o">--</span><span class="n">json</span>                       <span class="n">Print</span> <span class="n">output</span> <span class="ow">in</span> <span class="n">JSON</span> <span class="nb">format</span><span class="o">.</span>
-  <span class="o">-</span><span class="n">v</span><span class="p">,</span> <span class="o">--</span><span class="n">version</span>                <span class="n">Show</span> <span class="n">the</span> <span class="n">version</span> <span class="ow">and</span> <span class="n">exit</span><span class="o">.</span>
-  <span class="o">-</span><span class="n">h</span><span class="p">,</span> <span class="o">--</span><span class="n">help</span>                   <span class="n">Show</span> <span class="n">this</span> <span class="n">message</span> <span class="ow">and</span> <span class="n">exit</span><span class="o">.</span>
-
-<span class="n">Commands</span><span class="p">:</span>
-  <span class="n">about</span>     <span class="n">Print</span> <span class="n">information</span> <span class="n">about</span> <span class="n">osxphotos</span> <span class="n">including</span> <span class="n">license</span><span class="o">.</span>
-  <span class="n">albums</span>    <span class="n">Print</span> <span class="n">out</span> <span class="n">albums</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span><span class="o">.</span>
-  <span class="n">dump</span>      <span class="n">Print</span> <span class="nb">list</span> <span class="n">of</span> <span class="nb">all</span> <span class="n">photos</span> <span class="o">&amp;</span> <span class="n">associated</span> <span class="n">info</span> <span class="kn">from</span> <span class="nn">the</span> <span class="n">Photos</span><span class="o">...</span>
-  <span class="n">export</span>    <span class="n">Export</span> <span class="n">photos</span> <span class="kn">from</span> <span class="nn">the</span> <span class="n">Photos</span> <span class="n">database</span><span class="o">.</span>
-  <span class="n">help</span>      <span class="n">Print</span> <span class="n">help</span><span class="p">;</span> <span class="k">for</span> <span class="n">help</span> <span class="n">on</span> <span class="n">commands</span><span class="p">:</span> <span class="n">help</span> <span class="o">&lt;</span><span class="n">command</span><span class="o">&gt;.</span>
-  <span class="n">info</span>      <span class="n">Print</span> <span class="n">out</span> <span class="n">descriptive</span> <span class="n">info</span> <span class="n">of</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span> <span class="n">database</span><span class="o">.</span>
-  <span class="n">keywords</span>  <span class="n">Print</span> <span class="n">out</span> <span class="n">keywords</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span><span class="o">.</span>
-  <span class="n">labels</span>    <span class="n">Print</span> <span class="n">out</span> <span class="n">image</span> <span class="n">classification</span> <span class="n">labels</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span><span class="o">...</span>
-  <span class="nb">list</span>      <span class="n">Print</span> <span class="nb">list</span> <span class="n">of</span> <span class="n">Photos</span> <span class="n">libraries</span> <span class="n">found</span> <span class="n">on</span> <span class="n">the</span> <span class="n">system</span><span class="o">.</span>
-  <span class="n">persons</span>   <span class="n">Print</span> <span class="n">out</span> <span class="n">persons</span> <span class="p">(</span><span class="n">faces</span><span class="p">)</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span><span class="o">.</span>
-  <span class="n">places</span>    <span class="n">Print</span> <span class="n">out</span> <span class="n">places</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span><span class="o">.</span>
-  <span class="n">query</span>     <span class="n">Query</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">database</span> <span class="n">using</span> <span class="mi">1</span> <span class="ow">or</span> <span class="n">more</span> <span class="n">search</span> <span class="n">options</span><span class="p">;</span> <span class="k">if</span><span class="o">...</span>
-  <span class="n">repl</span>      <span class="n">Run</span> <span class="n">interactive</span> <span class="n">osxphotos</span> <span class="n">shell</span>
-  <span class="n">tutorial</span>  <span class="n">Display</span> <span class="n">osxphotos</span> <span class="n">tutorial</span><span class="o">.</span>
-</pre></div>
-</div>
-<p>To get help on a specific command, use <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">help</span> <span class="pre">&lt;command_name&gt;</span></code></p>
-<section id="command-line-examples">
-<h3>Command line examples<a class="headerlink" href="#command-line-examples" title="Permalink to this headline">¶</a></h3>
-<section id="export-all-photos-to-desktop-export-group-in-folders-by-date-created">
-<h4>export all photos to ~/Desktop/export group in folders by date created<a class="headerlink" href="#export-all-photos-to-desktop-export-group-in-folders-by-date-created" title="Permalink to this headline">¶</a></h4>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">--export-by-date</span> <span class="pre">~/Pictures/Photos\</span> <span class="pre">Library.photoslibrary</span> <span class="pre">~/Desktop/export</span></code></p>
-<p><strong>Note</strong>: Photos library/database path can also be specified using <code class="docutils literal notranslate"><span class="pre">--db</span></code> option:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">--export-by-date</span> <span class="pre">--db</span> <span class="pre">~/Pictures/Photos\</span> <span class="pre">Library.photoslibrary</span> <span class="pre">~/Desktop/export</span></code></p>
-</section>
-<section id="find-all-photos-with-keyword-kids-and-output-results-to-json-file-named-results-json">
-<h4>find all photos with keyword “Kids” and output results to json file named results.json:<a class="headerlink" href="#find-all-photos-with-keyword-kids-and-output-results-to-json-file-named-results-json" title="Permalink to this headline">¶</a></h4>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">query</span> <span class="pre">--keyword</span> <span class="pre">Kids</span> <span class="pre">--json</span> <span class="pre">~/Pictures/Photos\</span> <span class="pre">Library.photoslibrary</span> <span class="pre">&gt;results.json</span></code></p>
-</section>
-<section id="export-photos-to-file-structure-based-on-4-digit-year-and-full-name-of-month-of-photo-s-creation-date">
-<h4>export photos to file structure based on 4-digit year and full name of month of photo’s creation date:<a class="headerlink" href="#export-photos-to-file-structure-based-on-4-digit-year-and-full-name-of-month-of-photo-s-creation-date" title="Permalink to this headline">¶</a></h4>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">~/Desktop/export</span> <span class="pre">--directory</span> <span class="pre">&quot;{created.year}/{created.month}&quot;</span></code></p>
-<p>(by default, it will attempt to use the system library)</p>
-</section>
-<section id="export-photos-to-file-structure-based-on-4-digit-year-of-photo-s-creation-date-and-add-keywords-for-media-type-and-labels-labels-are-only-awailable-on-photos-5-and-higher">
-<h4>export photos to file structure based on 4-digit year of photo’s creation date and add keywords for media type and labels (labels are only awailable on Photos 5 and higher):<a class="headerlink" href="#export-photos-to-file-structure-based-on-4-digit-year-of-photo-s-creation-date-and-add-keywords-for-media-type-and-labels-labels-are-only-awailable-on-photos-5-and-higher" title="Permalink to this headline">¶</a></h4>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">~/Desktop/export</span> <span class="pre">--directory</span> <span class="pre">&quot;{created.year}&quot;</span> <span class="pre">--keyword-template</span> <span class="pre">&quot;{label}&quot;</span> <span class="pre">--keyword-template</span> <span class="pre">&quot;{media_type}&quot;</span></code></p>
-</section>
-<section id="export-default-library-using-country-name-year-as-output-directory-but-use-nocountry-year-if-country-not-specified-add-persons-album-names-and-year-as-keywords-write-exif-metadata-to-files-when-exporting-update-only-changed-files-print-verbose-ouput">
-<h4>export default library using ‘country name/year’ as output directory (but use “NoCountry/year” if country not specified), add persons, album names, and year as keywords, write exif metadata to files when exporting, update only changed files, print verbose ouput<a class="headerlink" href="#export-default-library-using-country-name-year-as-output-directory-but-use-nocountry-year-if-country-not-specified-add-persons-album-names-and-year-as-keywords-write-exif-metadata-to-files-when-exporting-update-only-changed-files-print-verbose-ouput" title="Permalink to this headline">¶</a></h4>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">~/Desktop/export</span> <span class="pre">--directory</span> <span class="pre">&quot;{place.name.country,NoCountry}/{created.year}&quot;</span>&#160; <span class="pre">--person-keyword</span> <span class="pre">--album-keyword</span> <span class="pre">--keyword-template</span> <span class="pre">&quot;{created.year}&quot;</span> <span class="pre">--exiftool</span> <span class="pre">--update</span> <span class="pre">--verbose</span></code></p>
-</section>
-<section id="find-all-videos-larger-than-200mb-and-add-them-to-photos-album-big-videos-creating-the-album-if-necessary">
-<h4>find all videos larger than 200MB and add them to Photos album “Big Videos” creating the album if necessary<a class="headerlink" href="#find-all-videos-larger-than-200mb-and-add-them-to-photos-album-big-videos-creating-the-album-if-necessary" title="Permalink to this headline">¶</a></h4>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">query</span> <span class="pre">--only-movies</span> <span class="pre">--min-size</span> <span class="pre">200MB</span> <span class="pre">--add-to-album</span> <span class="pre">&quot;Big</span> <span class="pre">Videos&quot;</span></code></p>
-</section>
-</section>
-</section>
-<section id="example-uses-of-the-package">
-<h2>Example uses of the package<a class="headerlink" href="#example-uses-of-the-package" title="Permalink to this headline">¶</a></h2>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="sd">&quot;&quot;&quot; Simple usage of the package &quot;&quot;&quot;</span>
-<span class="kn">import</span> <span class="nn">osxphotos</span>
-
-<span class="k">def</span> <span class="nf">main</span><span class="p">():</span>
-    <span class="n">photosdb</span> <span class="o">=</span> <span class="n">osxphotos</span><span class="o">.</span><span class="n">PhotosDB</span><span class="p">()</span>
-    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">keywords</span><span class="p">)</span>
-    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">persons</span><span class="p">)</span>
-    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">album_names</span><span class="p">)</span>
-
-    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">keywords_as_dict</span><span class="p">)</span>
-    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">persons_as_dict</span><span class="p">)</span>
-    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">albums_as_dict</span><span class="p">)</span>
-
-    <span class="c1"># find all photos with Keyword = Foo and containing John Smith</span>
-    <span class="n">photos</span> <span class="o">=</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">photos</span><span class="p">(</span><span class="n">keywords</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;Foo&quot;</span><span class="p">],</span><span class="n">persons</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;John Smith&quot;</span><span class="p">])</span>
-
-    <span class="c1"># find all photos that include Alice Smith but do not contain the keyword Bar</span>
-    <span class="n">photos</span> <span class="o">=</span> <span class="p">[</span><span class="n">p</span> <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">photos</span><span class="p">(</span><span class="n">persons</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;Alice Smith&quot;</span><span class="p">])</span>
-                <span class="k">if</span> <span class="n">p</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">photos</span><span class="p">(</span><span class="n">keywords</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;Bar&quot;</span><span class="p">])</span> <span class="p">]</span>
-    <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">photos</span><span class="p">:</span>
-        <span class="nb">print</span><span class="p">(</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">uuid</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">filename</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">original_filename</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">date</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">title</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">keywords</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">albums</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">persons</span><span class="p">,</span>
-            <span class="n">p</span><span class="o">.</span><span class="n">path</span><span class="p">,</span>
-        <span class="p">)</span>
-
-<span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&quot;__main__&quot;</span><span class="p">:</span>
-    <span class="n">main</span><span class="p">()</span>
-</pre></div>
-</div>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="sd">&quot;&quot;&quot; Export all photos to specified directory using album names as folders</span>
-<span class="sd">    If file has been edited, also export the edited version,</span>
-<span class="sd">    otherwise, export the original version</span>
-<span class="sd">    This will result in duplicate photos if photo is in more than album &quot;&quot;&quot;</span>
-
-<span class="kn">import</span> <span class="nn">os.path</span>
-<span class="kn">import</span> <span class="nn">pathlib</span>
-<span class="kn">import</span> <span class="nn">sys</span>
-
-<span class="kn">import</span> <span class="nn">click</span>
-<span class="kn">from</span> <span class="nn">pathvalidate</span> <span class="kn">import</span> <span class="n">is_valid_filepath</span><span class="p">,</span> <span class="n">sanitize_filepath</span>
-
-<span class="kn">import</span> <span class="nn">osxphotos</span>
-
-
-<span class="nd">@click</span><span class="o">.</span><span class="n">command</span><span class="p">()</span>
-<span class="nd">@click</span><span class="o">.</span><span class="n">argument</span><span class="p">(</span><span class="s2">&quot;export_path&quot;</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="n">click</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span><span class="n">exists</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
-<span class="nd">@click</span><span class="o">.</span><span class="n">option</span><span class="p">(</span>
-    <span class="s2">&quot;--default-album&quot;</span><span class="p">,</span>
-    <span class="n">help</span><span class="o">=</span><span class="s2">&quot;Default folder for photos with no album. Defaults to &#39;unfiled&#39;&quot;</span><span class="p">,</span>
-    <span class="n">default</span><span class="o">=</span><span class="s2">&quot;unfiled&quot;</span><span class="p">,</span>
-<span class="p">)</span>
-<span class="nd">@click</span><span class="o">.</span><span class="n">option</span><span class="p">(</span>
-    <span class="s2">&quot;--library-path&quot;</span><span class="p">,</span>
-    <span class="n">help</span><span class="o">=</span><span class="s2">&quot;Path to Photos library, default to last used library&quot;</span><span class="p">,</span>
-    <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
-<span class="p">)</span>
-<span class="k">def</span> <span class="nf">export</span><span class="p">(</span><span class="n">export_path</span><span class="p">,</span> <span class="n">default_album</span><span class="p">,</span> <span class="n">library_path</span><span class="p">):</span>
-    <span class="n">export_path</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expanduser</span><span class="p">(</span><span class="n">export_path</span><span class="p">)</span>
-    <span class="n">library_path</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expanduser</span><span class="p">(</span><span class="n">library_path</span><span class="p">)</span> <span class="k">if</span> <span class="n">library_path</span> <span class="k">else</span> <span class="kc">None</span>
-
-    <span class="k">if</span> <span class="n">library_path</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-        <span class="n">photosdb</span> <span class="o">=</span> <span class="n">osxphotos</span><span class="o">.</span><span class="n">PhotosDB</span><span class="p">(</span><span class="n">library_path</span><span class="p">)</span>
-    <span class="k">else</span><span class="p">:</span>
-        <span class="n">photosdb</span> <span class="o">=</span> <span class="n">osxphotos</span><span class="o">.</span><span class="n">PhotosDB</span><span class="p">()</span>
-
-    <span class="n">photos</span> <span class="o">=</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">photos</span><span class="p">()</span>
-
-    <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">photos</span><span class="p">:</span>
-        <span class="k">if</span> <span class="ow">not</span> <span class="n">p</span><span class="o">.</span><span class="n">ismissing</span><span class="p">:</span>
-            <span class="n">albums</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">albums</span>
-            <span class="k">if</span> <span class="ow">not</span> <span class="n">albums</span><span class="p">:</span>
-                <span class="n">albums</span> <span class="o">=</span> <span class="p">[</span><span class="n">default_album</span><span class="p">]</span>
-            <span class="k">for</span> <span class="n">album</span> <span class="ow">in</span> <span class="n">albums</span><span class="p">:</span>
-                <span class="n">click</span><span class="o">.</span><span class="n">echo</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;exporting </span><span class="si">{</span><span class="n">p</span><span class="o">.</span><span class="n">filename</span><span class="si">}</span><span class="s2"> in album </span><span class="si">{</span><span class="n">album</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
-
-                <span class="c1"># make sure no invalid characters in destination path (could be in album name)</span>
-                <span class="n">album_name</span> <span class="o">=</span> <span class="n">sanitize_filepath</span><span class="p">(</span><span class="n">album</span><span class="p">,</span> <span class="n">platform</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">)</span>
-
-                <span class="c1"># create destination folder, if necessary, based on album name</span>
-                <span class="n">dest_dir</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">export_path</span><span class="p">,</span> <span class="n">album_name</span><span class="p">)</span>
-
-                <span class="c1"># verify path is a valid path</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="n">is_valid_filepath</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">,</span> <span class="n">platform</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">):</span>
-                    <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Invalid filepath </span><span class="si">{</span><span class="n">dest_dir</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
-
-                <span class="c1"># create destination dir if needed</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isdir</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">):</span>
-                    <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">)</span>
-
-                <span class="c1"># export the photo</span>
-                <span class="k">if</span> <span class="n">p</span><span class="o">.</span><span class="n">hasadjustments</span><span class="p">:</span>
-                    <span class="c1"># export edited version</span>
-                    <span class="n">exported</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">export</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">,</span> <span class="n">edited</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
-                    <span class="n">edited_name</span> <span class="o">=</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span><span class="n">p</span><span class="o">.</span><span class="n">path_edited</span><span class="p">)</span><span class="o">.</span><span class="n">name</span>
-                    <span class="n">click</span><span class="o">.</span><span class="n">echo</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Exported </span><span class="si">{</span><span class="n">edited_name</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">exported</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
-                <span class="c1"># export unedited version</span>
-                <span class="n">exported</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">export</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">)</span>
-                <span class="n">click</span><span class="o">.</span><span class="n">echo</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Exported </span><span class="si">{</span><span class="n">p</span><span class="o">.</span><span class="n">filename</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">exported</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
-        <span class="k">else</span><span class="p">:</span>
-            <span class="n">click</span><span class="o">.</span><span class="n">echo</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Skipping missing photo: </span><span class="si">{</span><span class="n">p</span><span class="o">.</span><span class="n">filename</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
-
-
-<span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&quot;__main__&quot;</span><span class="p">:</span>
-    <span class="n">export</span><span class="p">()</span>  <span class="c1"># pylint: disable=no-value-for-parameter</span>
-</pre></div>
-</div>
-</section>
-<section id="package-interface">
-<h2>Package Interface<a class="headerlink" href="#package-interface" title="Permalink to this headline">¶</a></h2>
-<p>Reference full documentation on <a class="reference external" href="https://github.com/RhetTbull/osxphotos/blob/master/README.md">GitHub</a></p>
+      </div>
+      
+    </div>
+  </aside>
+  <div class="main">
+    <div class="content">
+      <div class="article-container">
+        <a href="#" class="back-to-top muted-link">
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
+            <path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8v12z"></path>
+          </svg>
+          <span>Back to top</span>
+        </a>
+        <div class="content-icon-container"><div class="theme-toggle-container theme-toggle-content">
+            <button class="theme-toggle">
+              <div class="visually-hidden">Toggle Light / Dark / Auto color theme</div>
+              <svg class="theme-icon-when-auto"><use href="#svg-sun-half"></use></svg>
+              <svg class="theme-icon-when-dark"><use href="#svg-moon"></use></svg>
+              <svg class="theme-icon-when-light"><use href="#svg-sun"></use></svg>
+            </button>
+          </div>
+          <label class="toc-overlay-icon toc-content-icon" for="__toc">
+            <div class="visually-hidden">Toggle table of contents sidebar</div>
+            <i class="icon"><svg><use href="#svg-toc"></use></svg></i>
+          </label>
+        </div>
+        <article role="main">
+          <section id="welcome-to-osxphotos-s-documentation">
+<h1>Welcome to OSXPhotos’s documentation!<a class="headerlink" href="#welcome-to-osxphotos-s-documentation" title="Permalink to this headline">#</a></h1>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="cli.html">osxphotos command line interface (CLI)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="reference.html">osxphotos package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="reference.html#osxphotos-module">osxphotos module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="overview.html">OSXPhotos</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="overview.html#what-is-osxphotos">What is OSXPhotos?</a></li>
+<li class="toctree-l2"><a class="reference internal" href="overview.html#supported-operating-systems">Supported operating systems</a></li>
+<li class="toctree-l2"><a class="reference internal" href="overview.html#installation">Installation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="overview.html#command-line-usage">Command Line Usage</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="tutorial.html">OSXPhotos Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#overview">Overview</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#export-your-photos">Export your photos</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#export-by-date">Export by date</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#specify-directory-structure">Specify directory structure</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#specify-exported-filename">Specify exported filename</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#edited-photos">Edited photos</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#specifying-the-photos-library">Specifying the Photos library</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#missing-photos">Missing photos</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#exporting-to-external-disks">Exporting to external disks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#exporting-metadata-with-exported-photos">Exporting metadata with exported photos</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#sidecar-files">Sidecar files</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#updating-a-previous-export">Updating a previous export</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#dry-run">Dry Run</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#creating-a-report-of-all-exported-files">Creating a report of all exported files</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#exporting-only-certain-photos">Exporting only certain photos</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#converting-images-to-jpeg-on-export">Converting images to JPEG on export</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#finder-attributes">Finder attributes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#saving-and-loading-options">Saving and loading options</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#run-commands-on-exported-photos-for-post-processing">Run commands on exported photos for post-processing</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#an-example-from-an-actual-osxphotos-user">An example from an actual osxphotos user</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#color-themes">Color Themes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="tutorial.html#conclusion">Conclusion</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="cli.html">OSXPhotos Command Line Interface (CLI)</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="cli.html#osxphotos">osxphotos</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-about">about</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-albums">albums</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-diff">diff</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-docs">docs</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-dump">dump</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-exiftool">exiftool</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-export">export</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-exportdb">exportdb</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-help">help</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-info">info</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-install">install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-keywords">keywords</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-labels">labels</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-list">list</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-persons">persons</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-places">places</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-query">query</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-repl">repl</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-run">run</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-snap">snap</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-theme">theme</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-timewarp">timewarp</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-tutorial">tutorial</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-uninstall">uninstall</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-uuid">uuid</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cli.html#osxphotos-version">version</a></li>
 </ul>
 </li>
 </ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="template_help.html">OSXPhotos Template System</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="template_help.html#id1">Template Substitutions</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="package_overview.html">OSXPhotos Python Package Overview</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="package_overview.html#example-uses-of-the-osxphotos-python-package">Example uses of the OSXPhotos python package</a></li>
+<li class="toctree-l2"><a class="reference internal" href="package_overview.html#osxphotos-repl">OSXPhotos REPL</a></li>
+<li class="toctree-l2"><a class="reference internal" href="package_overview.html#using-the-osxphotos-cli-to-run-python-code">Using the osxphotos CLI to run python code</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="reference.html">OSXPhotos python API</a></li>
+</ul>
 </div>
 </section>
-</section>
 <section id="indices-and-tables">
-<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this headline">¶</a></h1>
+<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this headline">#</a></h1>
 <ul class="simple">
 <li><p><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></p></li>
 <li><p><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></p></li>
@@ -299,72 +285,70 @@ Alternatively, you can also run the command line utility like this: <code class=
 </ul>
 </section>

-
-          </div>
+        </article>
+      </div>
+      <footer>
+        
+        <div class="related-pages">
+          <a class="next-page" href="overview.html">
+              <div class="page-info">
+                <div class="context">
+                  <span>Next</span>
+                </div>
+                <div class="title">OSXPhotos</div>
+              </div>
+              <svg><use href="#svg-arrow-right"></use></svg>
+            </a>
          
        </div>
-      </div>
-      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
-        <div class="sphinxsidebarwrapper">
-<h1 class="logo"><a href="#">osxphotos</a></h1>
-
-
-
-
-
-
-
-
-<h3>Navigation</h3>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="cli.html">osxphotos command line interface (CLI)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="reference.html">osxphotos package</a></li>
-</ul>
-
-<div class="relations">
-<h3>Related Topics</h3>
-<ul>
-  <li><a href="#">Documentation overview</a><ul>
-      <li>Next: <a href="cli.html" title="next chapter">osxphotos command line interface (CLI)</a></li>
-  </ul></li>
-</ul>
-</div>
-<div id="searchbox" style="display: none" role="search">
-  <h3 id="searchlabel">Quick search</h3>
-    <div class="searchformwrapper">
-    <form class="search" action="search.html" method="get">
-      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
-      <input type="submit" value="Go" />
-    </form>
+        <div class="bottom-of-page">
+          <div class="left-details">
+            <div class="copyright">
+                Copyright &#169; 2021, Rhet Turnbull
+            </div>
+            Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
+            
+            <a href="https://github.com/pradyunsg/furo">Furo</a>
+            
+          </div>
+          <div class="right-details">
+            <div class="icons">
+              
+            </div>
+          </div>
+        </div>
+        
+      </footer>
    </div>
-</div>
-<script>$('#searchbox').show(0);</script>
-
-
-
-
-
-
-
+    <aside class="toc-drawer">
+      
+      
+      <div class="toc-sticky toc-scroll">
+        <div class="toc-title-container">
+          <span class="toc-title">
+            Contents
+          </span>
+        </div>
+        <div class="toc-tree-container">
+          <div class="toc-tree">
+            <ul>
+<li><a class="reference internal" href="#">Welcome to OSXPhotos’s documentation!</a></li>
+<li><a class="reference internal" href="#indices-and-tables">Indices and tables</a></li>
+</ul>

+          </div>
        </div>
      </div>
-      <div class="clearer"></div>
-    </div>
-    <div class="footer">
-      &copy;2021, Rhet Turnbull.
      
-      |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.3.1</a>
-      &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
      
-      |
-      <a href="_sources/index.rst.txt"
-          rel="nofollow">Page source</a>
-    </div>
-
-    
-
-    
-  </body>
+    </aside>
+  </div>
+</div><script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
+    <script src="_static/jquery.js"></script>
+    <script src="_static/underscore.js"></script>
+    <script src="_static/doctools.js"></script>
+    <script src="_static/scripts/furo.js"></script>
+    <script src="_static/clipboard.min.js"></script>
+    <script src="_static/copybutton.js"></script>
+    </body>
 </html>
--- a/docs/modules.html
+++ b/docs/modules.html
@@ -6,7 +6,7 @@
    <meta charset="utf-8" />
    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />

-    <title>osxphotos &#8212; osxphotos 0.44.6 documentation</title>
+    <title>osxphotos &#8212; osxphotos 0.47.9 documentation</title>
    <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
    <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
    <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
@@ -56,6 +56,7 @@
 <h3>Navigation</h3>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="cli.html">osxphotos command line interface (CLI)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="tutorial.html">osxphotos Tutorial</a></li>
 <li class="toctree-l1"><a class="reference internal" href="reference.html">osxphotos package</a></li>
 </ul>

@@ -92,7 +93,7 @@
      &copy;2021, Rhet Turnbull.
      
      |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.3.1</a>
+      Powered by <a href="http://sphinx-doc.org/">Sphinx 4.4.0</a>
      &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
      
      |
--- a/docs/objects.inv
+++ b/docs/objects.inv
--- a/docs/overview.html
+++ b/docs/overview.html
@@ -0,0 +1,355 @@
+<!doctype html>
+<html class="no-js">
+  <head><meta charset="utf-8"/>
+    <meta name="viewport" content="width=device-width,initial-scale=1"/>
+    <meta name="color-scheme" content="light dark"><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+<link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="OSXPhotos Tutorial" href="tutorial.html" /><link rel="prev" title="Welcome to OSXPhotos’s documentation!" href="index.html" />
+
+    <meta name="generator" content="sphinx-4.4.0, furo 2022.04.07"/>
+        <title>OSXPhotos - osxphotos 0.49.2 documentation</title>
+      <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=68f4518137b9aefe99b631505a2064c3c42c9852" />
+    <link rel="stylesheet" type="text/css" href="_static/copybutton.css" />
+    <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
+    
+    
+
+
+<style>
+  body {
+    --color-code-background: #f8f8f8;
+  --color-code-foreground: black;
+  
+  }
+  @media not print {
+    body[data-theme="dark"] {
+      --color-code-background: #202020;
+  --color-code-foreground: #d0d0d0;
+  
+    }
+    @media (prefers-color-scheme: dark) {
+      body:not([data-theme="light"]) {
+        --color-code-background: #202020;
+  --color-code-foreground: #d0d0d0;
+  
+      }
+    }
+  }
+</style></head>
+  <body>
+    
+    <script>
+      document.body.dataset.theme = localStorage.getItem("theme") || "auto";
+    </script>
+    
+
+<svg xmlns="http://www.w3.org/2000/svg" style="display: none;">
+  <symbol id="svg-toc" viewBox="0 0 24 24">
+    <title>Contents</title>
+    <svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 1024 1024">
+      <path d="M408 442h480c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8H408c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8zm-8 204c0 4.4 3.6 8 8 8h480c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8H408c-4.4 0-8 3.6-8 8v56zm504-486H120c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8h784c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8zm0 632H120c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8h784c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8zM115.4 518.9L271.7 642c5.8 4.6 14.4.5 14.4-6.9V388.9c0-7.4-8.5-11.5-14.4-6.9L115.4 505.1a8.74 8.74 0 0 0 0 13.8z"/>
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+  </symbol>
+  <symbol id="svg-sun" viewBox="0 0 24 24">
+    <title>Light mode</title>
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
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+      <circle cx="12" cy="12" r="5"></circle>
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+    </svg>
+  </symbol>
+  <symbol id="svg-moon" viewBox="0 0 24 24">
+    <title>Dark mode</title>
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+          <section id="osxphotos">
+<h1>OSXPhotos<a class="headerlink" href="#osxphotos" title="Permalink to this headline">#</a></h1>
+<section id="what-is-osxphotos">
+<h2>What is OSXPhotos?<a class="headerlink" href="#what-is-osxphotos" title="Permalink to this headline">#</a></h2>
+<p>OSXPhotos provides both the ability to interact with and query Apple’s Photos.app library on macOS directly from your python code
+as well as a very flexible command line interface (CLI) app for exporting photos.
+You can query the Photos library database – for example, file name, file path, and metadata such as keywords/tags, persons/faces, albums, etc.
+You can also easily export both the original and edited photos.</p>
+</section>
+<section id="supported-operating-systems">
+<h2>Supported operating systems<a class="headerlink" href="#supported-operating-systems" title="Permalink to this headline">#</a></h2>
+<p>Only works on macOS (aka Mac OS X). Tested on macOS Sierra (10.12.6) through macOS Monterey (12.3).</p>
+<p>This package will read Photos databases for any supported version on any supported macOS version.
+E.g. you can read a database created with Photos 5.0 on MacOS 10.15 on a machine running macOS 10.12 and vice versa.</p>
+<p>Requires python &gt;= <code class="docutils literal notranslate"><span class="pre">3.8</span></code>.</p>
+</section>
+<section id="installation">
+<h2>Installation<a class="headerlink" href="#installation" title="Permalink to this headline">#</a></h2>
+<p>The recommended way of installing <code class="docutils literal notranslate"><span class="pre">osxphotos</span></code> is with <a class="reference external" href="https://github.com/pipxproject/pipx">pipx</a>.  The easiest way to do this on a Mac is to use <a class="reference external" href="https://brew.sh/">homebrew</a>:</p>
+<ul class="simple">
+<li><p>Open <code class="docutils literal notranslate"><span class="pre">Terminal</span></code> (search for <code class="docutils literal notranslate"><span class="pre">Terminal</span></code> in Spotlight or look in <code class="docutils literal notranslate"><span class="pre">Applications/Utilities</span></code>)</p></li>
+<li><p>Install <code class="docutils literal notranslate"><span class="pre">homebrew</span></code> according to instructions at <a class="reference external" href="https://brew.sh/">https://brew.sh/</a></p></li>
+<li><p>Type the following into Terminal: <code class="docutils literal notranslate"><span class="pre">brew</span> <span class="pre">install</span> <span class="pre">pipx</span></code></p></li>
+<li><p>Then type this: <code class="docutils literal notranslate"><span class="pre">pipx</span> <span class="pre">install</span> <span class="pre">osxphotos</span></code></p></li>
+<li><p>Now you should be able to run <code class="docutils literal notranslate"><span class="pre">osxphotos</span></code> by typing: <code class="docutils literal notranslate"><span class="pre">osxphotos</span></code></p></li>
+</ul>
+</section>
+<section id="command-line-usage">
+<h2>Command Line Usage<a class="headerlink" href="#command-line-usage" title="Permalink to this headline">#</a></h2>
+<p>This package will install a command line utility called <code class="docutils literal notranslate"><span class="pre">osxphotos</span></code> that allows you to query the Photos database and export photos.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&gt;</span> <span class="n">osxphotos</span>
+<span class="n">Usage</span><span class="p">:</span> <span class="n">osxphotos</span> <span class="p">[</span><span class="n">OPTIONS</span><span class="p">]</span> <span class="n">COMMAND</span> <span class="p">[</span><span class="n">ARGS</span><span class="p">]</span><span class="o">...</span>
+
+<span class="n">Options</span><span class="p">:</span>
+  <span class="o">--</span><span class="n">db</span> <span class="o">&lt;</span><span class="n">Photos</span> <span class="n">database</span> <span class="n">path</span><span class="o">&gt;</span>  <span class="n">Specify</span> <span class="n">Photos</span> <span class="n">database</span> <span class="n">path</span><span class="o">.</span> <span class="n">Path</span> <span class="n">to</span> <span class="n">Photos</span>
+                              <span class="n">library</span><span class="o">/</span><span class="n">database</span> <span class="n">can</span> <span class="n">be</span> <span class="n">specified</span> <span class="n">using</span> <span class="n">either</span>
+                              <span class="o">--</span><span class="n">db</span> <span class="ow">or</span> <span class="n">directly</span> <span class="k">as</span> <span class="n">PHOTOS_LIBRARY</span> <span class="n">positional</span>
+                              <span class="n">argument</span><span class="o">.</span> <span class="n">If</span> <span class="n">neither</span> <span class="o">--</span><span class="n">db</span> <span class="ow">or</span> <span class="n">PHOTOS_LIBRARY</span>
+                              <span class="n">provided</span><span class="p">,</span> <span class="n">will</span> <span class="n">attempt</span> <span class="n">to</span> <span class="n">find</span> <span class="n">the</span> <span class="n">library</span> <span class="n">to</span>
+                              <span class="n">use</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">following</span> <span class="n">order</span><span class="p">:</span> <span class="mf">1.</span> <span class="n">last</span> <span class="n">opened</span>
+                              <span class="n">library</span><span class="p">,</span> <span class="mf">2.</span> <span class="n">system</span> <span class="n">library</span><span class="p">,</span> <span class="mf">3.</span>
+                              <span class="o">~/</span><span class="n">Pictures</span><span class="o">/</span><span class="n">Photos</span> <span class="n">Library</span><span class="o">.</span><span class="n">photoslibrary</span>
+  <span class="o">--</span><span class="n">json</span>                      <span class="n">Print</span> <span class="n">output</span> <span class="ow">in</span> <span class="n">JSON</span> <span class="nb">format</span><span class="o">.</span>
+  <span class="o">-</span><span class="n">v</span><span class="p">,</span> <span class="o">--</span><span class="n">version</span>                <span class="n">Show</span> <span class="n">the</span> <span class="n">version</span> <span class="ow">and</span> <span class="n">exit</span><span class="o">.</span>
+  <span class="o">-</span><span class="n">h</span><span class="p">,</span> <span class="o">--</span><span class="n">help</span>                   <span class="n">Show</span> <span class="n">this</span> <span class="n">message</span> <span class="ow">and</span> <span class="n">exit</span><span class="o">.</span>
+
+<span class="n">Commands</span><span class="p">:</span>
+  <span class="n">about</span>      <span class="n">Print</span> <span class="n">information</span> <span class="n">about</span> <span class="n">osxphotos</span> <span class="n">including</span> <span class="n">license</span><span class="o">.</span>
+  <span class="n">albums</span>     <span class="n">Print</span> <span class="n">out</span> <span class="n">albums</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span><span class="o">.</span>
+  <span class="n">diff</span>       <span class="n">Compare</span> <span class="n">two</span> <span class="n">Photos</span> <span class="n">databases</span> <span class="ow">and</span> <span class="nb">print</span> <span class="n">out</span> <span class="n">differences</span>
+  <span class="n">docs</span>       <span class="n">Open</span> <span class="n">osxphotos</span> <span class="n">documentation</span> <span class="ow">in</span> <span class="n">your</span> <span class="n">browser</span><span class="o">.</span>
+  <span class="n">dump</span>       <span class="n">Print</span> <span class="nb">list</span> <span class="n">of</span> <span class="nb">all</span> <span class="n">photos</span> <span class="o">&amp;</span> <span class="n">associated</span> <span class="n">info</span> <span class="kn">from</span> <span class="nn">the</span> <span class="n">Photos</span><span class="o">...</span>
+  <span class="n">export</span>     <span class="n">Export</span> <span class="n">photos</span> <span class="kn">from</span> <span class="nn">the</span> <span class="n">Photos</span> <span class="n">database</span><span class="o">.</span>
+  <span class="n">help</span>       <span class="n">Print</span> <span class="n">help</span><span class="p">;</span> <span class="k">for</span> <span class="n">help</span> <span class="n">on</span> <span class="n">commands</span><span class="p">:</span> <span class="n">help</span> <span class="o">&lt;</span><span class="n">command</span><span class="o">&gt;.</span>
+  <span class="n">info</span>       <span class="n">Print</span> <span class="n">out</span> <span class="n">descriptive</span> <span class="n">info</span> <span class="n">of</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span> <span class="n">database</span><span class="o">.</span>
+  <span class="n">install</span>    <span class="n">Install</span> <span class="n">Python</span> <span class="n">packages</span> <span class="n">into</span> <span class="n">the</span> <span class="n">same</span> <span class="n">environment</span> <span class="k">as</span> <span class="n">osxphotos</span>
+  <span class="n">keywords</span>   <span class="n">Print</span> <span class="n">out</span> <span class="n">keywords</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span><span class="o">.</span>
+  <span class="n">labels</span>     <span class="n">Print</span> <span class="n">out</span> <span class="n">image</span> <span class="n">classification</span> <span class="n">labels</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span><span class="o">...</span>
+  <span class="nb">list</span>       <span class="n">Print</span> <span class="nb">list</span> <span class="n">of</span> <span class="n">Photos</span> <span class="n">libraries</span> <span class="n">found</span> <span class="n">on</span> <span class="n">the</span> <span class="n">system</span><span class="o">.</span>
+  <span class="n">persons</span>    <span class="n">Print</span> <span class="n">out</span> <span class="n">persons</span> <span class="p">(</span><span class="n">faces</span><span class="p">)</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span><span class="o">.</span>
+  <span class="n">places</span>     <span class="n">Print</span> <span class="n">out</span> <span class="n">places</span> <span class="n">found</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">library</span><span class="o">.</span>
+  <span class="n">query</span>      <span class="n">Query</span> <span class="n">the</span> <span class="n">Photos</span> <span class="n">database</span> <span class="n">using</span> <span class="mi">1</span> <span class="ow">or</span> <span class="n">more</span> <span class="n">search</span> <span class="n">options</span><span class="p">;</span> <span class="k">if</span><span class="o">...</span>
+  <span class="n">repl</span>       <span class="n">Run</span> <span class="n">interactive</span> <span class="n">osxphotos</span> <span class="n">REPL</span> <span class="n">shell</span> <span class="p">(</span><span class="n">useful</span> <span class="k">for</span> <span class="n">debugging</span><span class="p">,</span><span class="o">...</span>
+  <span class="n">run</span>        <span class="n">Run</span> <span class="n">a</span> <span class="n">python</span> <span class="n">file</span> <span class="n">using</span> <span class="n">same</span> <span class="n">environment</span> <span class="k">as</span> <span class="n">osxphotos</span>
+  <span class="n">snap</span>       <span class="n">Create</span> <span class="n">snapshot</span> <span class="n">of</span> <span class="n">Photos</span> <span class="n">database</span> <span class="n">to</span> <span class="n">use</span> <span class="k">with</span> <span class="n">diff</span> <span class="n">command</span>
+  <span class="n">theme</span>      <span class="n">Manage</span> <span class="n">osxphotos</span> <span class="n">color</span> <span class="n">themes</span><span class="o">.</span>
+  <span class="n">timewarp</span>   <span class="n">Adjust</span> <span class="n">date</span><span class="o">/</span><span class="n">time</span><span class="o">/</span><span class="n">timezone</span> <span class="n">of</span> <span class="n">photos</span> <span class="ow">in</span> <span class="n">Apple</span> <span class="n">Photos</span><span class="o">.</span>
+  <span class="n">tutorial</span>   <span class="n">Display</span> <span class="n">osxphotos</span> <span class="n">tutorial</span><span class="o">.</span>
+  <span class="n">uninstall</span>  <span class="n">Uninstall</span> <span class="n">Python</span> <span class="n">packages</span> <span class="kn">from</span> <span class="nn">the</span> <span class="n">osxphotos</span> <span class="n">environment</span>
+  <span class="n">uuid</span>       <span class="n">Print</span> <span class="n">out</span> <span class="n">unique</span> <span class="n">IDs</span> <span class="p">(</span><span class="n">UUID</span><span class="p">)</span> <span class="n">of</span> <span class="n">photos</span> <span class="n">selected</span> <span class="ow">in</span> <span class="n">Photos</span>
+  <span class="n">version</span>    <span class="n">Check</span> <span class="k">for</span> <span class="n">new</span> <span class="n">version</span> <span class="n">of</span> <span class="n">osxphotos</span><span class="o">.</span>
+</pre></div>
+</div>
+<p>To get help on a specific command, use <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">help</span> <span class="pre">&lt;command_name&gt;</span></code></p>
+</section>
+</section>
+
+        </article>
+      </div>
+      <footer>
+        
+        <div class="related-pages">
+          <a class="next-page" href="tutorial.html">
+              <div class="page-info">
+                <div class="context">
+                  <span>Next</span>
+                </div>
+                <div class="title">OSXPhotos Tutorial</div>
+              </div>
+              <svg><use href="#svg-arrow-right"></use></svg>
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+                
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+        <div class="bottom-of-page">
+          <div class="left-details">
+            <div class="copyright">
+                Copyright &#169; 2021, Rhet Turnbull
+            </div>
+            Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
+            
+            <a href="https://github.com/pradyunsg/furo">Furo</a>
+            
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+            <div class="icons">
+              
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+      </footer>
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+    <aside class="toc-drawer">
+      
+      
+      <div class="toc-sticky toc-scroll">
+        <div class="toc-title-container">
+          <span class="toc-title">
+            Contents
+          </span>
+        </div>
+        <div class="toc-tree-container">
+          <div class="toc-tree">
+            <ul>
+<li><a class="reference internal" href="#">OSXPhotos</a><ul>
+<li><a class="reference internal" href="#what-is-osxphotos">What is OSXPhotos?</a></li>
+<li><a class="reference internal" href="#supported-operating-systems">Supported operating systems</a></li>
+<li><a class="reference internal" href="#installation">Installation</a></li>
+<li><a class="reference internal" href="#command-line-usage">Command Line Usage</a></li>
+</ul>
+</li>
+</ul>
+
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+++ b/docs/package_overview.html
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+          <section id="osxphotos-python-package-overview">
+<h1>OSXPhotos Python Package Overview<a class="headerlink" href="#osxphotos-python-package-overview" title="Permalink to this headline">#</a></h1>
+<section id="example-uses-of-the-osxphotos-python-package">
+<h2>Example uses of the OSXPhotos python package<a class="headerlink" href="#example-uses-of-the-osxphotos-python-package" title="Permalink to this headline">#</a></h2>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="sd">""" Simple usage of the package """</span>
+<span class="kn">import</span> <span class="nn">osxphotos</span>
+
+<span class="k">def</span> <span class="nf">main</span><span class="p">():</span>
+    <span class="n">photosdb</span> <span class="o">=</span> <span class="n">osxphotos</span><span class="o">.</span><span class="n">PhotosDB</span><span class="p">()</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">keywords</span><span class="p">)</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">persons</span><span class="p">)</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">album_names</span><span class="p">)</span>
+
+    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">keywords_as_dict</span><span class="p">)</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">persons_as_dict</span><span class="p">)</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">photosdb</span><span class="o">.</span><span class="n">albums_as_dict</span><span class="p">)</span>
+
+    <span class="c1"># find all photos with Keyword = Foo and containing John Smith</span>
+    <span class="n">photos</span> <span class="o">=</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">photos</span><span class="p">(</span><span class="n">keywords</span><span class="o">=</span><span class="p">[</span><span class="s2">"Foo"</span><span class="p">],</span><span class="n">persons</span><span class="o">=</span><span class="p">[</span><span class="s2">"John Smith"</span><span class="p">])</span>
+
+    <span class="c1"># find all photos that include Alice Smith but do not contain the keyword Bar</span>
+    <span class="n">photos</span> <span class="o">=</span> <span class="p">[</span><span class="n">p</span> <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">photos</span><span class="p">(</span><span class="n">persons</span><span class="o">=</span><span class="p">[</span><span class="s2">"Alice Smith"</span><span class="p">])</span>
+                <span class="k">if</span> <span class="n">p</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">photos</span><span class="p">(</span><span class="n">keywords</span><span class="o">=</span><span class="p">[</span><span class="s2">"Bar"</span><span class="p">])</span> <span class="p">]</span>
+    <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">photos</span><span class="p">:</span>
+        <span class="nb">print</span><span class="p">(</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">uuid</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">filename</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">original_filename</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">date</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">title</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">keywords</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">albums</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">persons</span><span class="p">,</span>
+            <span class="n">p</span><span class="o">.</span><span class="n">path</span><span class="p">,</span>
+        <span class="p">)</span>
+
+<span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">"__main__"</span><span class="p">:</span>
+    <span class="n">main</span><span class="p">()</span>
+</pre></div>
+</div>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="sd">""" Export all photos to specified directory using album names as folders</span>
+<span class="sd">    If file has been edited, also export the edited version,</span>
+<span class="sd">    otherwise, export the original version</span>
+<span class="sd">    This will result in duplicate photos if photo is in more than album """</span>
+
+<span class="kn">import</span> <span class="nn">os.path</span>
+<span class="kn">import</span> <span class="nn">pathlib</span>
+<span class="kn">import</span> <span class="nn">sys</span>
+
+<span class="kn">import</span> <span class="nn">click</span>
+<span class="kn">from</span> <span class="nn">pathvalidate</span> <span class="kn">import</span> <span class="n">is_valid_filepath</span><span class="p">,</span> <span class="n">sanitize_filepath</span>
+
+<span class="kn">import</span> <span class="nn">osxphotos</span>
+
+
+<span class="nd">@click</span><span class="o">.</span><span class="n">command</span><span class="p">()</span>
+<span class="nd">@click</span><span class="o">.</span><span class="n">argument</span><span class="p">(</span><span class="s2">"export_path"</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="n">click</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span><span class="n">exists</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+<span class="nd">@click</span><span class="o">.</span><span class="n">option</span><span class="p">(</span>
+    <span class="s2">"--default-album"</span><span class="p">,</span>
+    <span class="n">help</span><span class="o">=</span><span class="s2">"Default folder for photos with no album. Defaults to 'unfiled'"</span><span class="p">,</span>
+    <span class="n">default</span><span class="o">=</span><span class="s2">"unfiled"</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="nd">@click</span><span class="o">.</span><span class="n">option</span><span class="p">(</span>
+    <span class="s2">"--library-path"</span><span class="p">,</span>
+    <span class="n">help</span><span class="o">=</span><span class="s2">"Path to Photos library, default to last used library"</span><span class="p">,</span>
+    <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="k">def</span> <span class="nf">export</span><span class="p">(</span><span class="n">export_path</span><span class="p">,</span> <span class="n">default_album</span><span class="p">,</span> <span class="n">library_path</span><span class="p">):</span>
+    <span class="n">export_path</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expanduser</span><span class="p">(</span><span class="n">export_path</span><span class="p">)</span>
+    <span class="n">library_path</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expanduser</span><span class="p">(</span><span class="n">library_path</span><span class="p">)</span> <span class="k">if</span> <span class="n">library_path</span> <span class="k">else</span> <span class="kc">None</span>
+
+    <span class="k">if</span> <span class="n">library_path</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">photosdb</span> <span class="o">=</span> <span class="n">osxphotos</span><span class="o">.</span><span class="n">PhotosDB</span><span class="p">(</span><span class="n">library_path</span><span class="p">)</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">photosdb</span> <span class="o">=</span> <span class="n">osxphotos</span><span class="o">.</span><span class="n">PhotosDB</span><span class="p">()</span>
+
+    <span class="n">photos</span> <span class="o">=</span> <span class="n">photosdb</span><span class="o">.</span><span class="n">photos</span><span class="p">()</span>
+
+    <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">photos</span><span class="p">:</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">p</span><span class="o">.</span><span class="n">ismissing</span><span class="p">:</span>
+            <span class="n">albums</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">albums</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">albums</span><span class="p">:</span>
+                <span class="n">albums</span> <span class="o">=</span> <span class="p">[</span><span class="n">default_album</span><span class="p">]</span>
+            <span class="k">for</span> <span class="n">album</span> <span class="ow">in</span> <span class="n">albums</span><span class="p">:</span>
+                <span class="n">click</span><span class="o">.</span><span class="n">echo</span><span class="p">(</span><span class="sa">f</span><span class="s2">"exporting </span><span class="si">{</span><span class="n">p</span><span class="o">.</span><span class="n">filename</span><span class="si">}</span><span class="s2"> in album </span><span class="si">{</span><span class="n">album</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
+
+                <span class="c1"># make sure no invalid characters in destination path (could be in album name)</span>
+                <span class="n">album_name</span> <span class="o">=</span> <span class="n">sanitize_filepath</span><span class="p">(</span><span class="n">album</span><span class="p">,</span> <span class="n">platform</span><span class="o">=</span><span class="s2">"auto"</span><span class="p">)</span>
+
+                <span class="c1"># create destination folder, if necessary, based on album name</span>
+                <span class="n">dest_dir</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">export_path</span><span class="p">,</span> <span class="n">album_name</span><span class="p">)</span>
+
+                <span class="c1"># verify path is a valid path</span>
+                <span class="k">if</span> <span class="ow">not</span> <span class="n">is_valid_filepath</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">,</span> <span class="n">platform</span><span class="o">=</span><span class="s2">"auto"</span><span class="p">):</span>
+                    <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Invalid filepath </span><span class="si">{</span><span class="n">dest_dir</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
+
+                <span class="c1"># create destination dir if needed</span>
+                <span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isdir</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">):</span>
+                    <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">)</span>
+
+                <span class="c1"># export the photo</span>
+                <span class="k">if</span> <span class="n">p</span><span class="o">.</span><span class="n">hasadjustments</span><span class="p">:</span>
+                    <span class="c1"># export edited version</span>
+                    <span class="n">exported</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">export</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">,</span> <span class="n">edited</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+                    <span class="n">edited_name</span> <span class="o">=</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span><span class="n">p</span><span class="o">.</span><span class="n">path_edited</span><span class="p">)</span><span class="o">.</span><span class="n">name</span>
+                    <span class="n">click</span><span class="o">.</span><span class="n">echo</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Exported </span><span class="si">{</span><span class="n">edited_name</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">exported</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
+                <span class="c1"># export unedited version</span>
+                <span class="n">exported</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">export</span><span class="p">(</span><span class="n">dest_dir</span><span class="p">)</span>
+                <span class="n">click</span><span class="o">.</span><span class="n">echo</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Exported </span><span class="si">{</span><span class="n">p</span><span class="o">.</span><span class="n">filename</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">exported</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">click</span><span class="o">.</span><span class="n">echo</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Skipping missing photo: </span><span class="si">{</span><span class="n">p</span><span class="o">.</span><span class="n">filename</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
+
+
+<span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">"__main__"</span><span class="p">:</span>
+    <span class="n">export</span><span class="p">()</span>
+</pre></div>
+</div>
+</section>
+<section id="osxphotos-repl">
+<h2>OSXPhotos REPL<a class="headerlink" href="#osxphotos-repl" title="Permalink to this headline">#</a></h2>
+<p>The osxphotos command line interface includes a REPL (Run-Evaluate-Print Loop) for testing and development.</p>
+<p>The REPL is started with the command: <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">repl</span></code>:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ osxphotos repl
+python version: 3.10.2 (main, Feb  2 2022, 07:36:01) [Clang 12.0.0 (clang-1200.0.32.29)]
+osxphotos version: 0.47.10
+Using last opened Photos library: /Users/user/Pictures/Photos Library.photoslibrary
+Loading database
+Processing database /Users/user/Pictures/Photos Library.photoslibrary/database/photos.db
+Processing database /Users/user/Pictures/Photos Library.photoslibrary/database/Photos.sqlite
+Database locked, creating temporary copy.
+Processing database.
+Database version: 6000, 5.
+Processing persons in photos.
+Processing detected faces in photos.
+Processing albums.
+Processing keywords.
+Processing photo details.
+Processing import sessions.
+Processing additional photo details.
+Processing face details.
+Processing photo labels.
+Processing EXIF details.
+Processing computed aesthetic scores.
+Processing comments and likes for shared photos.
+Processing moments.
+Done processing details from Photos library.
+Done: took 18.54 seconds
+Getting photos
+Found 31581 photos in 0.77 seconds
+
+The following classes have been imported from osxphotos:
+- AlbumInfo, ExifTool, PhotoInfo, PhotoExporter, ExportOptions, ExportResults, PhotosDB, PlaceInfo, QueryOptions, MomentInfo, ScoreInfo, SearchInfo
+
+The following variables are defined:
+- photosdb: PhotosDB() instance for '/Users/user/Pictures/Photos Library.photoslibrary'
+- photos: list of PhotoInfo objects for all photos filtered with any query options passed on command line (len=31581)
+- all_photos: list of PhotoInfo objects for all photos in photosdb, including those in the trash (len=31581)
+- selected: list of PhotoInfo objects for any photos selected in Photos (len=0)
+
+The following functions may be helpful:
+- get_photo(uuid): return a PhotoInfo object for photo with uuid; e.g. get_photo('B13F4485-94E0-41CD-AF71-913095D62E31')
+- get_selected(); return list of PhotoInfo objects for photos selected in Photos
+- show(photo): open a photo object in the default viewer; e.g. show(selected[0])
+- show(path): open a file at path in the default viewer; e.g. show('/path/to/photo.jpg')
+- spotlight(photo): open a photo and spotlight it in Photos
+- inspect(object): print information about an object; e.g. inspect(PhotoInfo)
+- explore(object): interactively explore an object with objexplore; e.g. explore(PhotoInfo)
+- q, quit, quit(), exit, exit(): exit this interactive shell
+
+&gt;&gt;&gt;
+</pre></div>
+</div>
+</section>
+<section id="using-the-osxphotos-cli-to-run-python-code">
+<h2>Using the osxphotos CLI to run python code<a class="headerlink" href="#using-the-osxphotos-cli-to-run-python-code" title="Permalink to this headline">#</a></h2>
+<p>The osxphotos CLI can also be used to run your own python code using the <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">run</span></code> command.</p>
+<p>This is useful if you have installed the CLI using <code class="docutils literal notranslate"><span class="pre">pipx</span></code> but want to use the osxphotos programmatic interface in your own scripts.</p>
+<p>If you need to install any additional python packages to use in your own scripts, you can use the <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">install</span></code> command
+which installs python packages just as <code class="docutils literal notranslate"><span class="pre">pip</span></code> does but into the same virtual environment that osxphotos is installed in.</p>
+<p>Likewise, you can use <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">uninstall</span></code> to uninstall any installed python packages.</p>
+<p>These features are also useful for developing custom functions to use with <code class="docutils literal notranslate"><span class="pre">--query-function</span></code> and <code class="docutils literal notranslate"><span class="pre">--post-function</span></code>
+as well as <code class="docutils literal notranslate"><span class="pre">{function}</span></code> templates and <code class="docutils literal notranslate"><span class="pre">function:</span></code> filters.</p>
+</section>
+</section>
+
+        </article>
+      </div>
+      <footer>
+        
+        <div class="related-pages">
+          <a class="next-page" href="reference.html">
+              <div class="page-info">
+                <div class="context">
+                  <span>Next</span>
+                </div>
+                <div class="title">OSXPhotos python API</div>
+              </div>
+              <svg><use href="#svg-arrow-right"></use></svg>
+            </a>
+          <a class="prev-page" href="template_help.html">
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+                
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+                
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+          <div class="left-details">
+            <div class="copyright">
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+            
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+            
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+            <div class="icons">
+              
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+          </div>
+        </div>
+        
+      </footer>
+    </div>
+    <aside class="toc-drawer">
+      
+      
+      <div class="toc-sticky toc-scroll">
+        <div class="toc-title-container">
+          <span class="toc-title">
+            Contents
+          </span>
+        </div>
+        <div class="toc-tree-container">
+          <div class="toc-tree">
+            <ul>
+<li><a class="reference internal" href="#">OSXPhotos Python Package Overview</a><ul>
+<li><a class="reference internal" href="#example-uses-of-the-osxphotos-python-package">Example uses of the OSXPhotos python package</a></li>
+<li><a class="reference internal" href="#osxphotos-repl">OSXPhotos REPL</a></li>
+<li><a class="reference internal" href="#using-the-osxphotos-cli-to-run-python-code">Using the osxphotos CLI to run python code</a></li>
+</ul>
+</li>
+</ul>
+
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+<li class="toctree-l1"><a class="reference internal" href="overview.html">OSXPhotos</a></li>
+<li class="toctree-l1"><a class="reference internal" href="tutorial.html">OSXPhotos Tutorial</a></li>
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+  <h1>Python Module Index</h1>
+  <div class="domainindex-jumpbox"><a href="#cap-o"><strong>o</strong></a></div>
+</section>
+<table class="domainindex-table">
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+        <a href="reference.html#module-osxphotos"><code class="xref">osxphotos</code></a></td><td>
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+          <section id="osxphotos-template-system">
+<h1>OSXPhotos Template System<a class="headerlink" href="#osxphotos-template-system" title="Permalink to this headline">#</a></h1>
+<p>The templating system converts one or template statements, written in osxphotos metadata templating language, to one or more rendered values using information from the photo being processed.</p>
+<p>In its simplest form, a template statement has the form: <code class="docutils literal notranslate"><span class="pre">"{template_field}"</span></code>, for example <code class="docutils literal notranslate"><span class="pre">"{title}"</span></code> which would resolve to the title of the photo.</p>
+<p>Template statements may contain one or more modifiers.  The full syntax is:</p>
+<p><code class="docutils literal notranslate"><span class="pre">"pretext{delim+template_field:subfield|filter(path_sep)[find,replace]</span> <span class="pre">conditional?bool_value,default}posttext"</span></code></p>
+<p>Template statements are white-space sensitive meaning that white space (spaces, tabs) changes the meaning of the template statement.</p>
+<p><code class="docutils literal notranslate"><span class="pre">pretext</span></code> and <code class="docutils literal notranslate"><span class="pre">posttext</span></code> are free form text.  For example, if a photo has title “My Photo Title” the template statement <code class="docutils literal notranslate"><span class="pre">"The</span> <span class="pre">title</span> <span class="pre">of</span> <span class="pre">the</span> <span class="pre">photo</span> <span class="pre">is</span> <span class="pre">{title}"</span></code>, resolves to <code class="docutils literal notranslate"><span class="pre">"The</span> <span class="pre">title</span> <span class="pre">of</span> <span class="pre">the</span> <span class="pre">photo</span> <span class="pre">is</span> <span class="pre">My</span> <span class="pre">Photo</span> <span class="pre">Title"</span></code>.  The <code class="docutils literal notranslate"><span class="pre">pretext</span></code> in this example is <code class="docutils literal notranslate"><span class="pre">"The</span> <span class="pre">title</span> <span class="pre">if</span> <span class="pre">the</span> <span class="pre">photo</span> <span class="pre">is</span> <span class="pre">"</span></code> and the template_field is <code class="docutils literal notranslate"><span class="pre">{title}</span></code>.</p>
+<p><code class="docutils literal notranslate"><span class="pre">delim</span></code>: optional delimiter string to use when expanding multi-valued template values in-place</p>
+<p><code class="docutils literal notranslate"><span class="pre">+</span></code>: If present before template <code class="docutils literal notranslate"><span class="pre">name</span></code>, expands the template in place.  If <code class="docutils literal notranslate"><span class="pre">delim</span></code> not provided, values are joined with no delimiter.</p>
+<p>e.g. if Photo keywords are <code class="docutils literal notranslate"><span class="pre">["foo","bar"]</span></code>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">"{keyword}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">"foo",</span> <span class="pre">"bar"</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{,+keyword}"</span></code> renders to: <code class="docutils literal notranslate"><span class="pre">"foo,bar"</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{;</span> <span class="pre">+keyword}"</span></code> renders to: <code class="docutils literal notranslate"><span class="pre">"foo;</span> <span class="pre">bar"</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{+keyword}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">"foobar"</span></code></p></li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">template_field</span></code>: The template field to resolve.  See <a class="reference external" href="#template-substitutions">Template Substitutions</a> for full list of template fields.</p>
+<p><cite>:subfield</cite>: Some templates have sub-fields, For example, <cite>{exiftool:IPTC:Make}`</cite>; the template_field is``exiftool<code class="docutils literal notranslate"><span class="pre">and</span> <span class="pre">the</span> <span class="pre">sub-field</span> <span class="pre">is</span></code>IPTC:Make`.</p>
+<p><cite>|filter</cite>: You may optionally append one or more filter commands to the end of the template field using the vertical pipe (‘|’) symbol.  Filters may be combined, separated by ‘|’ as in: <code class="docutils literal notranslate"><span class="pre">{keyword|capitalize|parens}</span></code>.</p>
+<p>Valid filters are:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">lower</span></code>: Convert value to lower case, e.g. ‘Value’ =&gt; ‘value’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">upper</span></code>: Convert value to upper case, e.g. ‘Value’ =&gt; ‘VALUE’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">strip</span></code>: Strip whitespace from beginning/end of value, e.g. ‘ Value ‘ =&gt; ‘Value’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">titlecase</span></code>: Convert value to title case, e.g. ‘my value’ =&gt; ‘My Value’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">capitalize</span></code>: Capitalize first word of value and convert other words to lower case, e.g. ‘MY VALUE’ =&gt; ‘My value’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">braces</span></code>: Enclose value in curly braces, e.g. ‘value =&gt; ‘{value}’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">parens</span></code>: Enclose value in parentheses, e.g. ‘value’ =&gt; ‘(value’)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">brackets</span></code>: Enclose value in brackets, e.g. ‘value’ =&gt; ‘[value]’</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">shell_quote</span></code>: Quotes the value for safe usage in the shell, e.g. My file.jpeg =&gt; ‘My file.jpeg’; only adds quotes if needed.</p></li>
+<li><p><cite>function</cite>: Run custom python function to filter value; use in format ‘function:/path/to/file.py::function_name’. See example at https://github.com/RhetTbull/osxphotos/blob/master/examples/template_filter.py</p></li>
+</ul>
+<p>e.g. if Photo keywords are <code class="docutils literal notranslate"><span class="pre">["FOO","bar"]</span></code>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">"{keyword|lower}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">"foo",</span> <span class="pre">"bar"</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{keyword|upper}"</span></code> renders to: <code class="docutils literal notranslate"><span class="pre">"FOO",</span> <span class="pre">"BAR"</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{keyword|capitalize}"</span></code> renders to: <code class="docutils literal notranslate"><span class="pre">"Foo",</span> <span class="pre">"Bar"</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{keyword|lower|parens}"</span></code> renders to: <code class="docutils literal notranslate"><span class="pre">"(foo)",</span> <span class="pre">"(bar)"</span></code></p></li>
+</ul>
+<p>e.g. if Photo description is “my description”:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">"{descr|titlecase}"</span></code> renders to: <code class="docutils literal notranslate"><span class="pre">"My</span> <span class="pre">Description"</span></code></p></li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">(path_sep)</span></code>: optional path separator to use when joining path-like fields, for example <code class="docutils literal notranslate"><span class="pre">{folder_album}</span></code>.  Default is “/”.</p>
+<p>e.g. If Photo is in <code class="docutils literal notranslate"><span class="pre">Album1</span></code> in <code class="docutils literal notranslate"><span class="pre">Folder1</span></code>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">"{folder_album}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">["Folder1/Album1"]</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{folder_album(&gt;)}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">["Folder1&gt;Album1"]</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{folder_album()}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">["Folder1Album1"]</span></code></p></li>
+</ul>
+<p><cite>[find,replace]</cite>: optional text replacement to perform on rendered template value.  For example, to replace “/” in an album name, you could use the template <cite>“{album[/,-]}”</cite>.  Multiple replacements can be made by appending “|” and adding another find|replace pair.  e.g. to replace both “/” and “:” in album name: <code class="docutils literal notranslate"><span class="pre">"{album[/,-|:,-]}"</span></code>.  find/replace pairs are not limited to single characters.  The “|” character cannot be used in a find/replace pair.</p>
+<p><cite>conditional</cite>: optional conditional expression that is evaluated as boolean (True/False) for use with the <cite>?bool_value</cite> modifier.  Conditional expressions take the form ‘<cite>not operator value</cite>’ where <cite>not</cite> is an optional modifier that negates the <cite>operator</cite>.  Note: the space before the conditional expression is required if you use a conditional expression.  Valid comparison operators are:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">contains</span></code>: template field contains value, similar to python’s <code class="docutils literal notranslate"><span class="pre">in</span></code></p></li>
+<li><p><cite>matches</cite>: template field contains exactly value, unlike <cite>contains</cite>: does not match partial matches</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">startswith</span></code>: template field starts with value</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">endswith</span></code>: template field ends with value</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;=</span></code>: template field is less than or equal to value</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&gt;=</span></code>: template field is greater than or equal to value</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;</span></code>: template field is less than value</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&gt;</span></code>: template field is greater than value</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">==</span></code>: template field equals value</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">!=</span></code>: template field does not equal value</p></li>
+</ul>
+<p>The <code class="docutils literal notranslate"><span class="pre">value</span></code> part of the conditional expression is treated as a bare (unquoted) word/phrase.  Multiple values may be separated by ‘|’ (the pipe symbol).  <code class="docutils literal notranslate"><span class="pre">value</span></code> is itself a template statement so you can use one or more template fields in <code class="docutils literal notranslate"><span class="pre">value</span></code> which will be resolved before the comparison occurs.</p>
+<p>For example:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">{keyword</span> <span class="pre">matches</span> <span class="pre">Beach}</span></code> resolves to True if ‘Beach’ is a keyword. It would not match keyword ‘BeachDay’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{keyword</span> <span class="pre">contains</span> <span class="pre">Beach}</span></code> resolves to True if any keyword contains the word ‘Beach’ so it would match both ‘Beach’ and ‘BeachDay’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{photo.score.overall</span> <span class="pre">&gt;</span> <span class="pre">0.7}</span></code> resolves to True if the photo’s overall aesthetic score is greater than 0.7.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{keyword|lower</span> <span class="pre">contains</span> <span class="pre">beach}</span></code> uses the lower case filter to do case-insensitive matching to match any keyword that contains the word ‘beach’.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{keyword|lower</span> <span class="pre">not</span> <span class="pre">contains</span> <span class="pre">beach}</span></code> uses the <code class="docutils literal notranslate"><span class="pre">not</span></code> modifier to negate the comparison so this resolves to True if there is no keyword that matches ‘beach’.</p></li>
+</ul>
+<p>Examples: to export photos that contain certain keywords with the <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span></code> command’s <code class="docutils literal notranslate"><span class="pre">--directory</span></code> option:</p>
+<p><code class="docutils literal notranslate"><span class="pre">--directory</span> <span class="pre">"{keyword|lower</span> <span class="pre">matches</span> <span class="pre">travel|vacation?Travel-Photos,Not-Travel-Photos}"</span></code></p>
+<p>This exports any photo that has keywords ‘travel’ or ‘vacation’ into a directory ‘Travel-Photos’ and all other photos into directory ‘Not-Travel-Photos’.</p>
+<p>This can be used to rename files as well, for example:
+<code class="docutils literal notranslate"><span class="pre">--filename</span> <span class="pre">"{favorite?Favorite-{original_name},{original_name}}"</span></code></p>
+<p>This renames any photo that is a favorite as ‘Favorite-ImageName.jpg’ (where ‘ImageName.jpg’ is the original name of the photo) and all other photos with the unmodified original name.</p>
+<p><code class="docutils literal notranslate"><span class="pre">?bool_value</span></code>: Template fields may be evaluated as boolean (True/False) by appending “?” after the field name (and following “(path_sep)” or “[find/replace]”.  If a field is True (e.g. photo is HDR and field is <code class="docutils literal notranslate"><span class="pre">"{hdr}"</span></code>) or has any value, the value following the “?” will be used to render the template instead of the actual field value.  If the template field evaluates to False (e.g. in above example, photo is not HDR) or has no value (e.g. photo has no title and field is <code class="docutils literal notranslate"><span class="pre">"{title}"</span></code>) then the default value following a “,” will be used.</p>
+<p>e.g. if photo is an HDR image,</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">"{hdr?ISHDR,NOTHDR}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">"ISHDR"</span></code></p></li>
+</ul>
+<p>and if it is not an HDR image,</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">"{hdr?ISHDR,NOTHDR}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">"NOTHDR"</span></code></p></li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">,default</span></code>: optional default value to use if the template name has no value.  This modifier is also used for the value if False for boolean-type fields (see above) as well as to hold a sub-template for values like <code class="docutils literal notranslate"><span class="pre">{created.strftime}</span></code>.  If no default value provided, “_” is used.</p>
+<p>e.g., if photo has no title set,</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">"{title}"</span></code> renders to “_”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">"{title,I</span> <span class="pre">have</span> <span class="pre">no</span> <span class="pre">title}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">"I</span> <span class="pre">have</span> <span class="pre">no</span> <span class="pre">title"</span></code></p></li>
+</ul>
+<p>Template fields such as <code class="docutils literal notranslate"><span class="pre">created.strftime</span></code> use the default value to pass the template to use for <code class="docutils literal notranslate"><span class="pre">strftime</span></code>.</p>
+<p>e.g., if photo date is 4 February 2020, 19:07:38,</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">"{created.strftime,%Y-%m-%d-%H%M%S}"</span></code> renders to <code class="docutils literal notranslate"><span class="pre">"2020-02-04-190738"</span></code></p></li>
+</ul>
+<p>Some template fields such as <code class="docutils literal notranslate"><span class="pre">"{media_type}"</span></code> use the default value to allow customization of the output. For example, <code class="docutils literal notranslate"><span class="pre">"{media_type}"</span></code> resolves to the special media type of the photo such as <code class="docutils literal notranslate"><span class="pre">panorama</span></code> or <code class="docutils literal notranslate"><span class="pre">selfie</span></code>.  You may use the default value to override these in form: <code class="docutils literal notranslate"><span class="pre">"{media_type,video=vidéo;time_lapse=vidéo_accélérée}"</span></code>. In this example, if photo was a time_lapse photo, <code class="docutils literal notranslate"><span class="pre">media_type</span></code> would resolve to <code class="docutils literal notranslate"><span class="pre">vidéo_accélérée</span></code> instead of <code class="docutils literal notranslate"><span class="pre">time_lapse</span></code>.</p>
+<p>Either or both bool_value or default (False value) may be empty which would result in empty string <code class="docutils literal notranslate"><span class="pre">""</span></code> when rendered.</p>
+<p>If you want to include “{” or “}” in the output, use “{openbrace}” or “{closebrace}” template substitution.</p>
+<p>e.g. <code class="docutils literal notranslate"><span class="pre">"{created.year}/{openbrace}{title}{closebrace}"</span></code> would result in <code class="docutils literal notranslate"><span class="pre">"2020/{Photo</span> <span class="pre">Title}"</span></code>.</p>
+<section id="id1">
+<h2>Template Substitutions<a class="headerlink" href="#id1" title="Permalink to this headline">#</a></h2>
+<div class="table-wrapper"><table class="docutils align-default">
+<colgroup>
+<col style="width: 50%"/>
+<col style="width: 50%"/>
+</colgroup>
+<thead>
+<tr class="row-odd"><th class="head"><p>Field</p></th>
+<th class="head"><p>Description</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>{name}</p></td>
+<td><p>Current filename of the photo</p></td>
+</tr>
+<tr class="row-odd"><td><p>{original_name}</p></td>
+<td><p>Photo’s original filename when imported to Photos</p></td>
+</tr>
+<tr class="row-even"><td><p>{title}</p></td>
+<td><p>Title of the photo</p></td>
+</tr>
+<tr class="row-odd"><td><p>{descr}</p></td>
+<td><p>Description of the photo</p></td>
+</tr>
+<tr class="row-even"><td><p>{media_type}</p></td>
+<td><p>Special media type resolved in this precedence: selfie, time_lapse, panorama, slow_mo, screenshot, portrait, live_photo, burst, photo, video. Defaults to ‘photo’ or ‘video’ if no special type. Customize one or more media types using format: ‘{media_type,video=vidéo;time_lapse=vidéo_accélérée}’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{photo_or_video}</p></td>
+<td><p>‘photo’ or ‘video’ depending on what type the image is. To customize, use default value as in ‘{photo_or_video,photo=fotos;video=videos}’</p></td>
+</tr>
+<tr class="row-even"><td><p>{hdr}</p></td>
+<td><p>Photo is HDR?; True/False value, use in format ‘{hdr?VALUE_IF_TRUE,VALUE_IF_FALSE}’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{edited}</p></td>
+<td><p>True if photo has been edited (has adjustments), otherwise False; use in format ‘{edited?VALUE_IF_TRUE,VALUE_IF_FALSE}’</p></td>
+</tr>
+<tr class="row-even"><td><p>{edited_version}</p></td>
+<td><p>True if template is being rendered for the edited version of a photo, otherwise False.</p></td>
+</tr>
+<tr class="row-odd"><td><p>{favorite}</p></td>
+<td><p>Photo has been marked as favorite?; True/False value, use in format ‘{favorite?VALUE_IF_TRUE,VALUE_IF_FALSE}’</p></td>
+</tr>
+<tr class="row-even"><td><p>{created.date}</p></td>
+<td><p>Photo’s creation date in ISO format, e.g. ‘2020-03-22’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{created.year}</p></td>
+<td><p>4-digit year of photo creation time</p></td>
+</tr>
+<tr class="row-even"><td><p>{created.yy}</p></td>
+<td><p>2-digit year of photo creation time</p></td>
+</tr>
+<tr class="row-odd"><td><p>{created.mm}</p></td>
+<td><p>2-digit month of the photo creation time (zero padded)</p></td>
+</tr>
+<tr class="row-even"><td><p>{created.month}</p></td>
+<td><p>Month name in user’s locale of the photo creation time</p></td>
+</tr>
+<tr class="row-odd"><td><p>{created.mon}</p></td>
+<td><p>Month abbreviation in the user’s locale of the photo creation time</p></td>
+</tr>
+<tr class="row-even"><td><p>{created.dd}</p></td>
+<td><p>2-digit day of the month (zero padded) of photo creation time</p></td>
+</tr>
+<tr class="row-odd"><td><p>{created.dow}</p></td>
+<td><p>Day of week in user’s locale of the photo creation time</p></td>
+</tr>
+<tr class="row-even"><td><p>{created.doy}</p></td>
+<td><p>3-digit day of year (e.g Julian day) of photo creation time, starting from 1 (zero padded)</p></td>
+</tr>
+<tr class="row-odd"><td><p>{created.hour}</p></td>
+<td><p>2-digit hour of the photo creation time</p></td>
+</tr>
+<tr class="row-even"><td><p>{created.min}</p></td>
+<td><p>2-digit minute of the photo creation time</p></td>
+</tr>
+<tr class="row-odd"><td><p>{created.sec}</p></td>
+<td><p>2-digit second of the photo creation time</p></td>
+</tr>
+<tr class="row-even"><td><p>{created.strftime}</p></td>
+<td><p>Apply strftime template to file creation date/time. Should be used in form {created.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {created.strftime,%Y-%U} would result in year-week number of year: ‘2020-23’. If used with no template will return null value. See <a class="reference external" href="https://strftime.org/">https://strftime.org/</a> for help on strftime templates.</p></td>
+</tr>
+<tr class="row-odd"><td><p>{modified.date}</p></td>
+<td><p>Photo’s modification date in ISO format, e.g. ‘2020-03-22’; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-even"><td><p>{modified.year}</p></td>
+<td><p>4-digit year of photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-odd"><td><p>{modified.yy}</p></td>
+<td><p>2-digit year of photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-even"><td><p>{modified.mm}</p></td>
+<td><p>2-digit month of the photo modification time (zero padded); uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-odd"><td><p>{modified.month}</p></td>
+<td><p>Month name in user’s locale of the photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-even"><td><p>{modified.mon}</p></td>
+<td><p>Month abbreviation in the user’s locale of the photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-odd"><td><p>{modified.dd}</p></td>
+<td><p>2-digit day of the month (zero padded) of the photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-even"><td><p>{modified.dow}</p></td>
+<td><p>Day of week in user’s locale of the photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-odd"><td><p>{modified.doy}</p></td>
+<td><p>3-digit day of year (e.g Julian day) of photo modification time, starting from 1 (zero padded); uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-even"><td><p>{modified.hour}</p></td>
+<td><p>2-digit hour of the photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-odd"><td><p>{modified.min}</p></td>
+<td><p>2-digit minute of the photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-even"><td><p>{modified.sec}</p></td>
+<td><p>2-digit second of the photo modification time; uses creation date if photo is not modified</p></td>
+</tr>
+<tr class="row-odd"><td><p>{modified.strftime}</p></td>
+<td><p>Apply strftime template to file modification date/time. Should be used in form {modified.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {modified.strftime,%Y-%U} would result in year-week number of year: ‘2020-23’. If used with no template will return null value. Uses creation date if photo is not modified. See <a class="reference external" href="https://strftime.org/">https://strftime.org/</a> for help on strftime templates.</p></td>
+</tr>
+<tr class="row-even"><td><p>{today.date}</p></td>
+<td><p>Current date in iso format, e.g. ‘2020-03-22’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{today.year}</p></td>
+<td><p>4-digit year of current date</p></td>
+</tr>
+<tr class="row-even"><td><p>{today.yy}</p></td>
+<td><p>2-digit year of current date</p></td>
+</tr>
+<tr class="row-odd"><td><p>{today.mm}</p></td>
+<td><p>2-digit month of the current date (zero padded)</p></td>
+</tr>
+<tr class="row-even"><td><p>{today.month}</p></td>
+<td><p>Month name in user’s locale of the current date</p></td>
+</tr>
+<tr class="row-odd"><td><p>{today.mon}</p></td>
+<td><p>Month abbreviation in the user’s locale of the current date</p></td>
+</tr>
+<tr class="row-even"><td><p>{today.dd}</p></td>
+<td><p>2-digit day of the month (zero padded) of current date</p></td>
+</tr>
+<tr class="row-odd"><td><p>{today.dow}</p></td>
+<td><p>Day of week in user’s locale of the current date</p></td>
+</tr>
+<tr class="row-even"><td><p>{today.doy}</p></td>
+<td><p>3-digit day of year (e.g Julian day) of current date, starting from 1 (zero padded)</p></td>
+</tr>
+<tr class="row-odd"><td><p>{today.hour}</p></td>
+<td><p>2-digit hour of the current date</p></td>
+</tr>
+<tr class="row-even"><td><p>{today.min}</p></td>
+<td><p>2-digit minute of the current date</p></td>
+</tr>
+<tr class="row-odd"><td><p>{today.sec}</p></td>
+<td><p>2-digit second of the current date</p></td>
+</tr>
+<tr class="row-even"><td><p>{today.strftime}</p></td>
+<td><p>Apply strftime template to current date/time. Should be used in form {today.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {today.strftime,%Y-%U} would result in year-week number of year: ‘2020-23’. If used with no template will return null value. See <a class="reference external" href="https://strftime.org/">https://strftime.org/</a> for help on strftime templates.</p></td>
+</tr>
+<tr class="row-odd"><td><p>{place.name}</p></td>
+<td><p>Place name from the photo’s reverse geolocation data, as displayed in Photos</p></td>
+</tr>
+<tr class="row-even"><td><p>{place.country_code}</p></td>
+<td><p>The ISO country code from the photo’s reverse geolocation data</p></td>
+</tr>
+<tr class="row-odd"><td><p>{place.name.country}</p></td>
+<td><p>Country name from the photo’s reverse geolocation data</p></td>
+</tr>
+<tr class="row-even"><td><p>{place.name.state_province}</p></td>
+<td><p>State or province name from the photo’s reverse geolocation data</p></td>
+</tr>
+<tr class="row-odd"><td><p>{place.name.city}</p></td>
+<td><p>City or locality name from the photo’s reverse geolocation data</p></td>
+</tr>
+<tr class="row-even"><td><p>{place.name.area_of_interest}</p></td>
+<td><p>Area of interest name (e.g. landmark or public place) from the photo’s reverse geolocation data</p></td>
+</tr>
+<tr class="row-odd"><td><p>{place.address}</p></td>
+<td><p>Postal address from the photo’s reverse geolocation data, e.g. ‘2007 18th St NW, Washington, DC 20009, United States’</p></td>
+</tr>
+<tr class="row-even"><td><p>{place.address.street}</p></td>
+<td><p>Street part of the postal address, e.g. ‘2007 18th St NW’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{place.address.city}</p></td>
+<td><p>City part of the postal address, e.g. ‘Washington’</p></td>
+</tr>
+<tr class="row-even"><td><p>{place.address.state_province}</p></td>
+<td><p>State/province part of the postal address, e.g. ‘DC’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{place.address.postal_code}</p></td>
+<td><p>Postal code part of the postal address, e.g. ‘20009’</p></td>
+</tr>
+<tr class="row-even"><td><p>{place.address.country}</p></td>
+<td><p>Country name of the postal address, e.g. ‘United States’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{place.address.country_code}</p></td>
+<td><p>ISO country code of the postal address, e.g. ‘US’</p></td>
+</tr>
+<tr class="row-even"><td><p>{searchinfo.season}</p></td>
+<td><p>Season of the year associated with a photo, e.g. ‘Summer’; (Photos 5+ only, applied automatically by Photos’ image categorization algorithms).</p></td>
+</tr>
+<tr class="row-odd"><td><p>{exif.camera_make}</p></td>
+<td><p>Camera make from original photo’s EXIF information as imported by Photos, e.g. ‘Apple’</p></td>
+</tr>
+<tr class="row-even"><td><p>{exif.camera_model}</p></td>
+<td><p>Camera model from original photo’s EXIF information as imported by Photos, e.g. ‘iPhone 6s’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{exif.lens_model}</p></td>
+<td><p>Lens model from original photo’s EXIF information as imported by Photos, e.g. ‘iPhone 6s back camera 4.15mm f/2.2’</p></td>
+</tr>
+<tr class="row-even"><td><p>{moment}</p></td>
+<td><p>The moment title of the photo</p></td>
+</tr>
+<tr class="row-odd"><td><p>{uuid}</p></td>
+<td><p>Photo’s internal universally unique identifier (UUID) for the photo, a 36-character string unique to the photo, e.g. ‘128FB4C6-0B16-4E7D-9108-FB2E90DA1546’</p></td>
+</tr>
+<tr class="row-even"><td><p>{id}</p></td>
+<td><p>A unique number for the photo based on its primary key in the Photos database. A sequential integer, e.g. 1, 2, 3…etc.  Each asset associated with a photo (e.g. an image and Live Photo preview) will share the same id. May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use ‘{id:05d}’ which results in 00001, 00002, 00003…etc.</p></td>
+</tr>
+<tr class="row-odd"><td><p>{album_seq}</p></td>
+<td><p>An integer, starting at 0, indicating the photo’s index (sequence) in the containing album. Only valid when used in a ‘–filename’ template and only when ‘{album}’ or ‘{folder_album}’ is used in the ‘–directory’ template. For example ‘–directory “{folder_album}” –filename “{album<em>seq}</em>{original_name}”’. To start counting at a value other than 0, append append a period and the starting value to the field name.  For example, to start counting at 1 instead of 0: ‘{album_seq.1}’. May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use ‘{album_seq:05d}’ which results in 00000, 00001, 00002…etc. This may result in incorrect sequences if you have duplicate albums with the same name; see also ‘{folder_album_seq}’.</p></td>
+</tr>
+<tr class="row-even"><td><p>{folder_album_seq}</p></td>
+<td><p>An integer, starting at 0, indicating the photo’s index (sequence) in the containing album and folder path. Only valid when used in a ‘–filename’ template and only when ‘{folder_album}’ is used in the ‘–directory’ template. For example ‘–directory “{folder_album}” –filename “{folder_album<em>seq}</em>{original_name}”’. To start counting at a value other than 0, append append a period and the starting value to the field name.  For example, to start counting at 1 instead of 0: ‘{folder_album_seq.1}’ May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use ‘{folder_album_seq:05d}’ which results in 00000, 00001, 00002…etc. This may result in incorrect sequences if you have duplicate albums with the same name in the same folder; see also ‘{album_seq}’.</p></td>
+</tr>
+<tr class="row-odd"><td><p>{comma}</p></td>
+<td><p>A comma: ‘,’</p></td>
+</tr>
+<tr class="row-even"><td><p>{semicolon}</p></td>
+<td><p>A semicolon: ‘;’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{questionmark}</p></td>
+<td><p>A question mark: ‘?’</p></td>
+</tr>
+<tr class="row-even"><td><p>{pipe}</p></td>
+<td><p>A vertical pipe: ‘|’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{openbrace}</p></td>
+<td><p>An open brace: ‘{’</p></td>
+</tr>
+<tr class="row-even"><td><p>{closebrace}</p></td>
+<td><p>A close brace: ‘}’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{openparens}</p></td>
+<td><p>An open parentheses: ‘(’</p></td>
+</tr>
+<tr class="row-even"><td><p>{closeparens}</p></td>
+<td><p>A close parentheses: ‘)’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{openbracket}</p></td>
+<td><p>An open bracket: ‘[’</p></td>
+</tr>
+<tr class="row-even"><td><p>{closebracket}</p></td>
+<td><p>A close bracket: ‘]’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{newline}</p></td>
+<td><p>A newline: ‘n’</p></td>
+</tr>
+<tr class="row-even"><td><p>{lf}</p></td>
+<td><p>A line feed: ‘n’, alias for {newline}</p></td>
+</tr>
+<tr class="row-odd"><td><p>{cr}</p></td>
+<td><p>A carriage return: ‘r’</p></td>
+</tr>
+<tr class="row-even"><td><p>{crlf}</p></td>
+<td><p>a carriage return + line feed: ‘rn’</p></td>
+</tr>
+<tr class="row-odd"><td><p>{osxphotos_version}</p></td>
+<td><p>The osxphotos version, e.g. ‘0.49.2’</p></td>
+</tr>
+<tr class="row-even"><td><p>{osxphotos_cmd_line}</p></td>
+<td><p>The full command line used to run osxphotos</p></td>
+</tr>
+<tr class="row-odd"><td><p>{album}</p></td>
+<td><p>Album(s) photo is contained in</p></td>
+</tr>
+<tr class="row-even"><td><p>{folder_album}</p></td>
+<td><p>Folder path + album photo is contained in. e.g. ‘Folder/Subfolder/Album’ or just ‘Album’ if no enclosing folder</p></td>
+</tr>
+<tr class="row-odd"><td><p>{project}</p></td>
+<td><p>Project(s) photo is contained in (such as greeting cards, calendars, slideshows)</p></td>
+</tr>
+<tr class="row-even"><td><p>{album_project}</p></td>
+<td><p>Album(s) and project(s) photo is contained in; treats projects as regular albums</p></td>
+</tr>
+<tr class="row-odd"><td><p>{folder_album_project}</p></td>
+<td><p>Folder path + album (includes projects as albums) photo is contained in. e.g. ‘Folder/Subfolder/Album’ or just ‘Album’ if no enclosing folder</p></td>
+</tr>
+<tr class="row-even"><td><p>{keyword}</p></td>
+<td><p>Keyword(s) assigned to photo</p></td>
+</tr>
+<tr class="row-odd"><td><p>{person}</p></td>
+<td><p>Person(s) / face(s) in a photo</p></td>
+</tr>
+<tr class="row-even"><td><p>{label}</p></td>
+<td><p>Image categorization label associated with a photo (Photos 5+ only). Labels are added automatically by Photos using machine learning algorithms to categorize images. These are not the same as {keyword} which refers to the user-defined keywords/tags applied in Photos.</p></td>
+</tr>
+<tr class="row-odd"><td><p>{label_normalized}</p></td>
+<td><p>All lower case version of ‘label’ (Photos 5+ only)</p></td>
+</tr>
+<tr class="row-even"><td><p>{comment}</p></td>
+<td><p>Comment(s) on shared Photos; format is ‘Person name: comment text’ (Photos 5+ only)</p></td>
+</tr>
+<tr class="row-odd"><td><p>{exiftool}</p></td>
+<td><p>Format: ‘{exiftool:GROUP:TAGNAME}’; use exiftool (https://exiftool.org) to extract metadata, in form GROUP:TAGNAME, from image.  E.g. ‘{exiftool:EXIF:Make}’ to get camera make, or {exiftool:IPTC:Keywords} to extract keywords. See https://exiftool.org/TagNames/ for list of valid tag names.  You must specify group (e.g. EXIF, IPTC, etc) as used in <code class="docutils literal notranslate"><span class="pre">exiftool</span> <span class="pre">-G</span></code>. exiftool must be installed in the path to use this template.</p></td>
+</tr>
+<tr class="row-even"><td><p>{searchinfo.holiday}</p></td>
+<td><p>Holiday names associated with a photo, e.g. ‘Christmas Day’; (Photos 5+ only, applied automatically by Photos’ image categorization algorithms).</p></td>
+</tr>
+<tr class="row-odd"><td><p>{searchinfo.activity}</p></td>
+<td><p>Activities associated with a photo, e.g. ‘Sporting Event’; (Photos 5+ only, applied automatically by Photos’ image categorization algorithms).</p></td>
+</tr>
+<tr class="row-even"><td><p>{searchinfo.venue}</p></td>
+<td><p>Venues associated with a photo, e.g. name of restaurant; (Photos 5+ only, applied automatically by Photos’ image categorization algorithms).</p></td>
+</tr>
+<tr class="row-odd"><td><p>{searchinfo.venue_type}</p></td>
+<td><p>Venue types associated with a photo, e.g. ‘Restaurant’; (Photos 5+ only, applied automatically by Photos’ image categorization algorithms).</p></td>
+</tr>
+<tr class="row-even"><td><p>{photo}</p></td>
+<td><p>Provides direct access to the PhotoInfo object for the photo. Must be used in format ‘{photo.property}’ where ‘property’ represents a PhotoInfo property. For example: ‘{photo.favorite}’ is the same as ‘{favorite}’ and ‘{photo.place.name}’ is the same as ‘{place.name}’. ‘{photo}’ provides access to properties that are not available as separate template fields but it assumes some knowledge of the underlying PhotoInfo class.  See <a class="reference external" href="https://rhettbull.github.io/osxphotos/">https://rhettbull.github.io/osxphotos/</a> for additional documentation on the PhotoInfo class.</p></td>
+</tr>
+<tr class="row-odd"><td><p>{detected_text}</p></td>
+<td><p>List of text strings found in the image after performing text detection. Using ‘{detected_text}’ will cause osxphotos to perform text detection on your photos using the built-in macOS text detection algorithms which will slow down your export. The results for each photo will be cached in the export database so that future exports with ‘–update’ do not need to reprocess each photo. You may pass a confidence threshold value between 0.0 and 1.0 after a colon as in ‘{detected_text:0.5}’; The default confidence threshold is 0.75. ‘{detected_text}’ works only on macOS Catalina (10.15) or later. Note: this feature is not the same thing as Live Text in macOS Monterey, which osxphotos does not yet support.</p></td>
+</tr>
+<tr class="row-even"><td><p>{shell_quote}</p></td>
+<td><p>Use in form ‘{shell_quote,TEMPLATE}’; quotes the rendered TEMPLATE value(s) for safe usage in the shell, e.g. My file.jpeg =&gt; ‘My file.jpeg’; only adds quotes if needed.</p></td>
+</tr>
+<tr class="row-odd"><td><p>{strip}</p></td>
+<td><p>Use in form ‘{strip,TEMPLATE}’; strips whitespace from begining and end of rendered TEMPLATE value(s).</p></td>
+</tr>
+<tr class="row-even"><td><p>{function}</p></td>
+<td><p>Execute a python function from an external file and use return value as template substitution. Use in format: {function:file.py::function_name} where ‘file.py’ is the name of the python file and ‘function_name’ is the name of the function to call. The function will be passed the PhotoInfo object for the photo. See https://github.com/RhetTbull/osxphotos/blob/master/examples/template_function.py for an example of how to implement a template function.</p></td>
+</tr>
+</tbody>
+</table></div>
+</section>
+</section>
+
+        </article>
+      </div>
+      <footer>
+        
+        <div class="related-pages">
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+              <div class="page-info">
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+                <div class="title">OSXPhotos Python Package Overview</div>
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+                <div class="title">OSXPhotos Command Line Interface (CLI)</div>
+                
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+            </a>
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+        <div class="bottom-of-page">
+          <div class="left-details">
+            <div class="copyright">
+                Copyright &#169; 2021, Rhet Turnbull
+            </div>
+            Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
+            
+            <a href="https://github.com/pradyunsg/furo">Furo</a>
+            
+          </div>
+          <div class="right-details">
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+              
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+    <aside class="toc-drawer">
+      
+      
+      <div class="toc-sticky toc-scroll">
+        <div class="toc-title-container">
+          <span class="toc-title">
+            Contents
+          </span>
+        </div>
+        <div class="toc-tree-container">
+          <div class="toc-tree">
+            <ul>
+<li><a class="reference internal" href="#">OSXPhotos Template System</a><ul>
+<li><a class="reference internal" href="#id1">Template Substitutions</a></li>
+</ul>
+</li>
+</ul>
+
+          </div>
+        </div>
+      </div>
+      
+      
+    </aside>
+  </div>
+</div><script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
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--- a/docs/tutorial.html
+++ b/docs/tutorial.html
@@ -1,79 +1,244 @@
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+<html class="no-js">
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+    <meta name="viewport" content="width=device-width,initial-scale=1"/>
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-# OSXPhotos Tutorial
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-## Tutorial
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+          <!-- OSXPHOTOS-TUTORIAL-HEADER:START --><section id="osxphotos-tutorial">
+<h1>OSXPhotos Tutorial<a class="headerlink" href="#osxphotos-tutorial" title="Permalink to this headline">#</a></h1>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Permalink to this headline">#</a></h2>
 <!-- OSXPHOTOS-TUTORIAL-HEADER:END --><p>The design philosophy for osxphotos is “make the easy things easy and make the hard things possible”.  To “make the hard things possible”, osxphotos is very flexible and has many, many configuration options – the <code class="docutils literal notranslate"><span class="pre">export</span></code> command for example, has over 100 command line options.  Thus, osxphotos may seem daunting at first.  The purpose of this tutorial is to explain a number of common use cases with examples and, hopefully, make osxphotos less daunting to use.  osxphotos includes several commands for retrieving information from your Photos library but the one most users are interested in is the <code class="docutils literal notranslate"><span class="pre">export</span></code> command which exports photos from the library so that’s the focus of this tutorial.</p>
-<div class="section" id="export-your-photos">
-<h1>Export your photos<a class="headerlink" href="#export-your-photos" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="export-your-photos">
+<h2>Export your photos<a class="headerlink" href="#export-your-photos" title="Permalink to this headline">#</a></h2>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span></code></p>
 <p>This command exports all your photos to the <code class="docutils literal notranslate"><span class="pre">/path/to/export</span></code> directory.</p>
 <p><strong>Note</strong>: osxphotos uses the term ‘photo’ to refer to a generic media asset in your Photos Library.  A photo may be an image, a video file, a combination of still image and video file (e.g. an Apple “Live Photo” which is an image and an associated “live preview” video file), a JPEG image with an associated RAW image, etc.</p>
-</div>
-<div class="section" id="export-by-date">
-<h1>Export by date<a class="headerlink" href="#export-by-date" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="export-by-date">
+<h2>Export by date<a class="headerlink" href="#export-by-date" title="Permalink to this headline">#</a></h2>
 <p>While the previous command will export all your photos (and videos–see note above), it probably doesn’t do exactly what you want.  In the previous example, all the photos will be exported to a single folder: <code class="docutils literal notranslate"><span class="pre">/path/to/export</span></code>.  If you have a large library with thousands of images and videos, this likely isn’t very useful.  You can use the <code class="docutils literal notranslate"><span class="pre">--export-by-date</span></code> option to export photos to a folder structure organized by year, month, day, e.g. <code class="docutils literal notranslate"><span class="pre">2021/04/21</span></code>:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--export-by-date</span></code></p>
 <p>With this command, a photo that was created on 31 May 2015 would be exported to: <code class="docutils literal notranslate"><span class="pre">/path/to/export/2015/05/31</span></code></p>
-</div>
-<div class="section" id="specify-directory-structure">
-<h1>Specify directory structure<a class="headerlink" href="#specify-directory-structure" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="specify-directory-structure">
+<h2>Specify directory structure<a class="headerlink" href="#specify-directory-structure" title="Permalink to this headline">#</a></h2>
 <p>If you prefer a different directory structure for your exported images, osxphotos provides a very flexible <span class="raw-html-m2r"><!-- OSXPHOTOS-TEMPLATE-SYSTEM-LINK:START --></span>template system<span class="raw-html-m2r"><!-- OSXPHOTOS-TEMPLATE-SYSTEM-LINK:END --></span> that allows you to specify the directory structure using the <code class="docutils literal notranslate"><span class="pre">--directory</span></code> option.  For example, this command exported to a directory structure that looks like: <code class="docutils literal notranslate"><span class="pre">2015/May</span></code> (4-digit year / month name):</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--directory</span> <span class="pre">&quot;{created.year}/{created.month}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--directory</span> <span class="pre">"{created.year}/{created.month}"</span></code></p>
 <p>The string following <code class="docutils literal notranslate"><span class="pre">--directory</span></code> is an <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">template</span> <span class="pre">string</span></code>.  Template strings are widely used throughout osxphotos and it’s worth your time to learn more about them.  In a template string, the values between the curly braces, e.g. <code class="docutils literal notranslate"><span class="pre">{created.year}</span></code> are replaced with metadata from the photo being exported.  In this case, <code class="docutils literal notranslate"><span class="pre">{created.year}</span></code> is the 4-digit year of the photo’s creation date and <code class="docutils literal notranslate"><span class="pre">{created.month}</span></code> is the full month name in the user’s locale (e.g. <code class="docutils literal notranslate"><span class="pre">May</span></code>, <code class="docutils literal notranslate"><span class="pre">mai</span></code>, etc.).  In the osxphotos template system these are referred to as template fields. The text not included between <code class="docutils literal notranslate"><span class="pre">{}</span></code> pairs is interpreted literally, in this case <code class="docutils literal notranslate"><span class="pre">/</span></code>, is a directory separator.</p>
 <p>osxphotos provides access to almost all the metadata known to Photos about your images.  For example, Photos performs reverse geolocation lookup on photos that contain GPS coordinates to assign place names to the photo.  Using the <code class="docutils literal notranslate"><span class="pre">--directory</span></code> template, you could thus export photos organized by country name:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--directory</span> <span class="pre">&quot;{created.year}/{place.name.country}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--directory</span> <span class="pre">"{created.year}/{place.name.country}"</span></code></p>
 <p>Of course, some photos might not have an associated place name so the template system allows you specify a default value to use if a template field is null (has no value).</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--directory</span> <span class="pre">&quot;{created.year}/{place.name.country,No-Country}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--directory</span> <span class="pre">"{created.year}/{place.name.country,No-Country}"</span></code></p>
 <p>The value after the ‘,’ in the template string is the default value, in this case ‘No-Country’.  <strong>Note</strong>: If you don’t specify a default value and a template field is null, osxphotos will use “_” (underscore character) as the default.</p>
 <p>Some template fields, such as <code class="docutils literal notranslate"><span class="pre">{keyword}</span></code>, may expand to more than one value.  For example, if a photo has keywords of “Travel” and “Vacation”, <code class="docutils literal notranslate"><span class="pre">{keyword}</span></code> would expand to “Travel”, “Vacation”.  When used with <code class="docutils literal notranslate"><span class="pre">--directory</span></code>, this would result in the photo being exported to more than one directory (thus more than one copy of the photo would be exported).  For example, if <code class="docutils literal notranslate"><span class="pre">IMG_1234.JPG</span></code> has keywords <code class="docutils literal notranslate"><span class="pre">Travel</span></code>, and <code class="docutils literal notranslate"><span class="pre">Vacation</span></code> and you run the following command:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--directory</span> <span class="pre">&quot;{keyword}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--directory</span> <span class="pre">"{keyword}"</span></code></p>
 <p>the exported files would be:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">/</span><span class="n">path</span><span class="o">/</span><span class="n">to</span><span class="o">/</span><span class="n">export</span><span class="o">/</span><span class="n">Travel</span><span class="o">/</span><span class="n">IMG_1234</span><span class="o">.</span><span class="n">JPG</span>
 <span class="o">/</span><span class="n">path</span><span class="o">/</span><span class="n">to</span><span class="o">/</span><span class="n">export</span><span class="o">/</span><span class="n">Vacation</span><span class="o">/</span><span class="n">IMG_1234</span><span class="o">.</span><span class="n">JPG</span>
 </pre></div>
 </div>
-</div>
-<div class="section" id="specify-exported-filename">
-<h1>Specify exported filename<a class="headerlink" href="#specify-exported-filename" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="specify-exported-filename">
+<h2>Specify exported filename<a class="headerlink" href="#specify-exported-filename" title="Permalink to this headline">#</a></h2>
 <p>By default, osxphotos will use the original filename of the photo when exporting.  That is, the filename the photo had when it was taken or imported into Photos.  This is often something like <code class="docutils literal notranslate"><span class="pre">IMG_1234.JPG</span></code> or <code class="docutils literal notranslate"><span class="pre">DSC05678.dng</span></code>.  osxphotos allows you to specify a custom filename template using the <code class="docutils literal notranslate"><span class="pre">--filename</span></code> option in the same way as <code class="docutils literal notranslate"><span class="pre">--directory</span></code> allows you to specify a custom directory name.  For example, Photos allows you specify a title or caption for a photo and you can use this in place of the original filename:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--filename</span> <span class="pre">&quot;{title}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--filename</span> <span class="pre">"{title}"</span></code></p>
 <p>The above command will export photos using the title.  Note that you don’t need to specify the extension as part of the <code class="docutils literal notranslate"><span class="pre">--filename</span></code> template as osxphotos will automatically add the correct file extension.  Some photos might not have a title so in this case, you could use the default value feature to specify a different name for these photos.  For example, to use the title as the filename, but if no title is specified, use the original filename instead:</p>
-<div class="highlight-txt notranslate"><div class="highlight"><pre><span></span>osxphotos export /path/to/export --filename &quot;{title,{original_name}}&quot;
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>osxphotos export /path/to/export --filename "{title,{original_name}}"
                                              │    ││  │
                                              │    ││  │
-     Use photo&#39;s title as the filename &lt;──────┘    ││  │
+     Use photo's title as the filename &lt;──────┘    ││  │
                                                   ││  │
            Value after comma will be used &lt;───────┘│  │
            if title is blank                       │  │
@@ -81,42 +246,42 @@
                      The default value can be &lt;────┘  │
                      another template field           │
                                                       │
-          Use photo&#39;s original name if no title &lt;──────┘
+          Use photo's original name if no title &lt;──────┘
 </pre></div>
 </div>
 <p>The osxphotos template system also allows for limited conditional logic of the type “If a condition is true then do one thing, otherwise, do a different thing”. For example, you can use the <code class="docutils literal notranslate"><span class="pre">--filename</span></code> option to name files that are marked as “Favorites” in Photos differently than other files. For example, to add a “#” to the name of every photo that’s a favorite:</p>
-<div class="highlight-txt notranslate"><div class="highlight"><pre><span></span>osxphotos export /path/to/export --filename &quot;{original_name}{favorite?#,}&quot;
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>osxphotos export /path/to/export --filename "{original_name}{favorite?#,}"
                                              │              │       │││
                                              │              │       │││
-     Use photo&#39;s original name as filename &lt;──┘              │       │││
+     Use photo's original name as filename &lt;──┘              │       │││
                                                             │       │││
-          &#39;favorite&#39; is True if photo is a Favorite, &lt;───────┘       │││
+          'favorite' is True if photo is a Favorite, &lt;───────┘       │││
          otherwise, False                                           │││
                                                                     │││
-                           &#39;?&#39; specifies a conditional &lt;─────────────┘││
+                           '?' specifies a conditional &lt;─────────────┘││
                                                                      ││
                 Value immediately following ? will be used if &lt;──────┘│
                 preceding template field is True or non-blank         │
                                                                       │
              Value immediately following comma will be used if &lt;──────┘
              template field is False or blank (null); in this case
-              no value is specified so a blank string &quot;&quot; will be used
+              no value is specified so a blank string "" will be used
 </pre></div>
 </div>
 <p>Like with <code class="docutils literal notranslate"><span class="pre">--directory</span></code>, using a multi-valued template field such as <code class="docutils literal notranslate"><span class="pre">{keyword}</span></code> may result in more than one copy of a photo being exported.  For example, if <code class="docutils literal notranslate"><span class="pre">IMG_1234.JPG</span></code> has keywords <code class="docutils literal notranslate"><span class="pre">Travel</span></code>, and <code class="docutils literal notranslate"><span class="pre">Vacation</span></code> and you run the following command:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--filename</span> <span class="pre">&quot;{keyword}-{original_name}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--filename</span> <span class="pre">"{keyword}-{original_name}"</span></code></p>
 <p>the exported files would be:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">/</span><span class="n">path</span><span class="o">/</span><span class="n">to</span><span class="o">/</span><span class="n">export</span><span class="o">/</span><span class="n">Travel</span><span class="o">-</span><span class="n">IMG_1234</span><span class="o">.</span><span class="n">JPG</span>
 <span class="o">/</span><span class="n">path</span><span class="o">/</span><span class="n">to</span><span class="o">/</span><span class="n">export</span><span class="o">/</span><span class="n">Vacation</span><span class="o">-</span><span class="n">IMG_1234</span><span class="o">.</span><span class="n">JPG</span>
 </pre></div>
 </div>
-</div>
-<div class="section" id="edited-photos">
-<h1>Edited photos<a class="headerlink" href="#edited-photos" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="edited-photos">
+<h2>Edited photos<a class="headerlink" href="#edited-photos" title="Permalink to this headline">#</a></h2>
 <p>If a photo has been edited in Photos (e.g. cropped, adjusted, etc.) there will be both an original image and an edited image in the Photos Library.  By default, osxphotos will export both the original and the edited image.  To distinguish between them, osxphotos will append “_edited” to the edited image.  For example, if the original image was named <code class="docutils literal notranslate"><span class="pre">IMG_1234.JPG</span></code>, osxphotos will export the original as <code class="docutils literal notranslate"><span class="pre">IMG_1234.JPG</span></code> and the edited version as <code class="docutils literal notranslate"><span class="pre">IMG_1234_edited.jpeg</span></code>.  <strong>Note:</strong> Photos changes the extension of edited images to “.jpeg” even if the original was named “.JPG”.  You can change the suffix appended to edited images using the <code class="docutils literal notranslate"><span class="pre">--edited-suffix</span></code> option:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--edited-suffix</span> <span class="pre">&quot;_EDIT&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--edited-suffix</span> <span class="pre">"_EDIT"</span></code></p>
 <p>In this example, the edited image would be named <code class="docutils literal notranslate"><span class="pre">IMG_1234_EDIT.jpeg</span></code>.  Like many options in osxphotos, the <code class="docutils literal notranslate"><span class="pre">--edited-suffix</span></code> option can evaluate an osxphotos template string so you could append the modification date (the date the photo was edited) to all edited photos using this command:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--edited-suffix</span> <span class="pre">&quot;_{modified.year}-{modified.mm}-{modified.dd}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--edited-suffix</span> <span class="pre">"_{modified.year}-{modified.mm}-{modified.dd}"</span></code></p>
 <p>In this example, if the photo was edited on 21 April 2021, the name of the exported file would be: <code class="docutils literal notranslate"><span class="pre">IMG_1234_2021-04-21.jpeg</span></code>.</p>
 <p>You can tell osxphotos to not export edited photos (that is, only export the original unedited photos) using <code class="docutils literal notranslate"><span class="pre">--skip-edited</span></code>:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--skip-edited</span></code></p>
@@ -124,31 +289,33 @@
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--skip-original-if-edited</span></code></p>
 <p>As mentioned above, Photos renames JPEG images that have been edited with the “.jpeg” extension.  Some applications use “.JPG” and others use “.jpg” or “.JPEG”.  You can use the <code class="docutils literal notranslate"><span class="pre">--jpeg-ext</span></code> option to have osxphotos rename all JPEG files with the same extension.  Valid values are jpeg, jpg, JPEG, JPG; e.g. <code class="docutils literal notranslate"><span class="pre">--jpeg-ext</span> <span class="pre">jpg</span></code> to use ‘.jpg’ for all JPEGs.</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--jpeg-ext</span> <span class="pre">jpg</span></code></p>
-</div>
-<div class="section" id="specifying-the-photos-library">
-<h1>Specifying the Photos library<a class="headerlink" href="#specifying-the-photos-library" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="specifying-the-photos-library">
+<h2>Specifying the Photos library<a class="headerlink" href="#specifying-the-photos-library" title="Permalink to this headline">#</a></h2>
 <p>All the above commands operate on the default Photos library.  Most users only use a single Photos library which is also known as the System Photo Library.  It is possible to use Photos with more than one library.  For example, if you hold down the “Option” key while opening Photos, you can select an alternate Photos library.  If you don’t specify which library to use, osxphotos will try find the last opened library.  Occasionally it can’t determine this and in that case, it will use the System Photos Library.  If you use more than one Photos library and want to explicitly specify which library to use, you can do so with the <code class="docutils literal notranslate"><span class="pre">--db</span></code> option. (db is short for database and is so named because osxphotos operates on the database that Photos uses to manage your Photos library).</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--db</span> <span class="pre">~/Pictures/MyAlternateLibrary.photoslibrary</span></code></p>
-</div>
-<div class="section" id="missing-photos">
-<h1>Missing photos<a class="headerlink" href="#missing-photos" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="missing-photos">
+<h2>Missing photos<a class="headerlink" href="#missing-photos" title="Permalink to this headline">#</a></h2>
 <p>osxphotos works by copying photos out of the Photos library folder to export them.  You may see osxphotos report that one or more photos are missing and thus could not be exported.  One possible reason for this is that you are using iCloud to synch your Photos library and Photos either hasn’t yet synched the cloud library to the local Mac or you have Photos configured to “Optimize Mac Storage” in Photos Preferences. Another reason is that even if you have Photos configured to download originals to the Mac, Photos does not always download photos from shared albums or original screenshots to the Mac.</p>
 <p>If you encounter missing photos you can tell osxphotos to download the missing photos from iCloud using the <code class="docutils literal notranslate"><span class="pre">--download-missing</span></code> option.  <code class="docutils literal notranslate"><span class="pre">--download-missing</span></code> uses AppleScript to communicate with Photos and tell it to download the missing photos.  Photos’ AppleScript interface is somewhat buggy and you may find that Photos crashes.  In this case, osxphotos will attempt to restart Photos to resume the download process.  There’s also an experimental <code class="docutils literal notranslate"><span class="pre">--use-photokit</span></code> option that will communicate with Photos using a different “PhotoKit” interface.  This option must be used together with <code class="docutils literal notranslate"><span class="pre">--download-missing</span></code>:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--download-missing</span></code></p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--download-missing</span> <span class="pre">--use-photokit</span></code></p>
-</div>
-<div class="section" id="exporting-to-external-disks">
-<h1>Exporting to external disks<a class="headerlink" href="#exporting-to-external-disks" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="exporting-to-external-disks">
+<h2>Exporting to external disks<a class="headerlink" href="#exporting-to-external-disks" title="Permalink to this headline">#</a></h2>
 <p>If you are exporting to an external network attached storage (NAS) device, you may encounter errors if the network connection is unreliable.  In this case, you can use the <code class="docutils literal notranslate"><span class="pre">--retry</span></code> option so that osxphotos will automatically retry the export.  Use <code class="docutils literal notranslate"><span class="pre">--retry</span></code> with a number that specifies the number of times to retry the export:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--retry</span> <span class="pre">3</span></code></p>
 <p>In this example, osxphotos will attempt to export a photo up to 3 times if it encounters an error.</p>
-</div>
-<div class="section" id="exporting-metadata-with-exported-photos">
-<h1>Exporting metadata with exported photos<a class="headerlink" href="#exporting-metadata-with-exported-photos" title="Permalink to this headline">¶</a></h1>
+<p>In addition to <code class="docutils literal notranslate"><span class="pre">--retry</span></code>, the <code class="docutils literal notranslate"><span class="pre">--exportdb</span></code> and <code class="docutils literal notranslate"><span class="pre">--ramdb</span></code> may improve performance when exporting to an external disk or a NAS. When osxphotos exports photos, it creates an export database file named <code class="docutils literal notranslate"><span class="pre">.osxphotos_export.db</span></code> in the export folder which osxphotos uses to keep track of which photos have been exported.  This allows you to restart and export and to use <code class="docutils literal notranslate"><span class="pre">--update</span></code> to update an existing export. If the connection to the export location is slow or flaky, having the export database located on the export disk may decrease performance.  In this case, you can use <code class="docutils literal notranslate"><span class="pre">--exportdb</span> <span class="pre">DBPATH</span></code> to instruct osxphotos to store the export database at DBPATH. If using this option, I recommend putting the export database on your Mac system disk (for example, in your home directory). If you intend to use <code class="docutils literal notranslate"><span class="pre">--update</span></code> to update the export in the future, you must remember where the export database is and use the <code class="docutils literal notranslate"><span class="pre">--exportdb</span></code> option every time you update the export.</p>
+<p>Another alternative to using <code class="docutils literal notranslate"><span class="pre">--exportdb</span></code> is to use <code class="docutils literal notranslate"><span class="pre">--ramdb</span></code>.  This option instructs osxphotos to use a RAM database instead of a file on disk.  The RAM database is much faster than the file on disk and doesn’t require osxphotos to access the network drive to query or write to the database.  When osxphotos completes the export it will write the RAM database to the export location. This can offer a significant performance boost but you will lose state information if osxphotos crashes or is interrupted during export.</p>
+</section>
+<section id="exporting-metadata-with-exported-photos">
+<h2>Exporting metadata with exported photos<a class="headerlink" href="#exporting-metadata-with-exported-photos" title="Permalink to this headline">#</a></h2>
 <p>Photos tracks a tremendous amount of metadata associated with photos in the library such as keywords, faces and persons, reverse geolocation data, and image classification labels.  Photos’ native export capability does not preserve most of this metadata.  osxphotos can, however, access and preserve almost all the metadata associated with photos.  Using the free <cite>``exiftool`</cite> &lt;<a class="reference external" href="https://exiftool.org/">https://exiftool.org/</a>&gt;`_ app, osxphotos can write metadata to exported photos.  Follow the instructions on the exiftool website to install exiftool then you can use the <code class="docutils literal notranslate"><span class="pre">--exiftool</span></code> option to write metadata to exported photos:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--exiftool</span></code></p>
-<p>This will write basic metadata such as keywords, persons, and GPS location to the exported files.  osxphotos includes several additional options that can be used in conjunction with <code class="docutils literal notranslate"><span class="pre">--exiftool</span></code> to modify the metadata that is written by <code class="docutils literal notranslate"><span class="pre">exiftool</span></code>. For example, you can use the <code class="docutils literal notranslate"><span class="pre">--keyword-template</span></code> option to specify custom keywords (again, via the osxphotos template system).  For example, to use the folder and album a photo is in to create hierarchal keywords in the format used by Lightroom Classic:</p>
-<div class="highlight-txt notranslate"><div class="highlight"><pre><span></span>osxphotos export /path/to/export --exiftool --keyword-template &quot;{folder_album(&gt;)}&quot;
+<p>This will write basic metadata such as keywords, persons, and GPS location to the exported files.  osxphotos includes several additional options that can be used in conjunction with <code class="docutils literal notranslate"><span class="pre">--exiftool</span></code> to modify the metadata that is written by <code class="docutils literal notranslate"><span class="pre">exiftool</span></code>. For example, you can use the <code class="docutils literal notranslate"><span class="pre">--keyword-template</span></code> option to specify custom keywords (again, via the osxphotos template system).  For example, to use the folder and album a photo is in to create hierarchical keywords in the format used by Lightroom Classic:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>osxphotos export /path/to/export --exiftool --keyword-template "{folder_album(&gt;)}"
                                                                 │            │
                                                                 │            │
                       folder_album results in the folder(s)  &lt;──┘            │
@@ -157,26 +324,26 @@
                       The value in () is used as the path separator  &lt;───────┘
                       for joining the folders and albums.  For example,
                       if photo is in Folder1/Folder2/Album, (&gt;) produces
-                       &quot;Folder1&gt;Folder2&gt;Album&quot; which some programs, such as
-                       Lightroom Classic, treat as hierarchal keywords
+                       "Folder1&gt;Folder2&gt;Album" which some programs, such as
+                       Lightroom Classic, treat as hierarchical keywords
 </pre></div>
 </div>
 <p>The above command will write all the regular metadata that <code class="docutils literal notranslate"><span class="pre">--exiftool</span></code> normally writes to the file upon export but will also add an additional keyword in the exported metadata in the form “Folder1&gt;Folder2&gt;Album”.  If you did not include the <code class="docutils literal notranslate"><span class="pre">(&gt;)</span></code> in the template string (e.g. <code class="docutils literal notranslate"><span class="pre">{folder_album}</span></code>), folder_album would render in form “Folder1/Folder2/Album”.</p>
 <p>A powerful feature of Photos is that it uses machine learning algorithms to automatically classify or label photos.  These labels are used when you search for images in Photos but are not otherwise available to the user.  osxphotos is able to read all the labels associated with a photo and makes those available through the template system via the <code class="docutils literal notranslate"><span class="pre">{label}</span></code>.  Think of these as automatic keywords as opposed to the keywords you assign manually in Photos.  One common use case is to use the automatic labels to create new keywords when exporting images so that these labels are embedded in the image’s metadata:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--exiftool</span> <span class="pre">--keyword-template</span> <span class="pre">&quot;{label}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--exiftool</span> <span class="pre">--keyword-template</span> <span class="pre">"{label}"</span></code></p>
 <p><strong>Note</strong>: When evaluating templates for <code class="docutils literal notranslate"><span class="pre">--directory</span></code> and <code class="docutils literal notranslate"><span class="pre">--filename</span></code>, osxphotos inserts the automatic default value “_” for any template field which is null (empty or blank).  This is to ensure that there’s never a null directory or filename created.  For metadata templates such as <code class="docutils literal notranslate"><span class="pre">--keyword-template</span></code>, osxphotos does not provide an automatic default value thus if the template field is null, no keyword would be created.  Of course, you can provide a default value if desired and osxphotos will use this.  For example, to add “nolabel” as a keyword for any photo that doesn’t have labels:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--exiftool</span> <span class="pre">--keyword-template</span> <span class="pre">&quot;{label,nolabel}&quot;</span></code></p>
-</div>
-<div class="section" id="sidecar-files">
-<h1>Sidecar files<a class="headerlink" href="#sidecar-files" title="Permalink to this headline">¶</a></h1>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--exiftool</span> <span class="pre">--keyword-template</span> <span class="pre">"{label,nolabel}"</span></code></p>
+</section>
+<section id="sidecar-files">
+<h2>Sidecar files<a class="headerlink" href="#sidecar-files" title="Permalink to this headline">#</a></h2>
 <p>Another way to export metadata about your photos is through the use of sidecar files.  These are files that have the same name as your photo (but with a different extension) and carry the metadata.  Many digital asset management applications (for example, PhotoPrism, Lightroom, Digikam, etc.) can read or write sidecar files.  osxphotos can export metadata in exiftool compatible JSON and XMP formats using the <code class="docutils literal notranslate"><span class="pre">--sidecar</span></code> option.  For example, to output metadata to XMP sidecars:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--sidecar</span> <span class="pre">XMP</span></code></p>
 <p>Unlike <code class="docutils literal notranslate"><span class="pre">--exiftool</span></code>, you do not need to install exiftool to use the <code class="docutils literal notranslate"><span class="pre">--sidecar</span></code> feature.  Many of the same configuration options that apply to <code class="docutils literal notranslate"><span class="pre">--exiftool</span></code> to modify metadata, for example, <code class="docutils literal notranslate"><span class="pre">--keyword-template</span></code> can also be used with <code class="docutils literal notranslate"><span class="pre">--sidecar</span></code>.</p>
 <p>Sidecar files are named “photoname.ext.sidecar_ext”.  For example, if the photo is named <code class="docutils literal notranslate"><span class="pre">IMG_1234.JPG</span></code> and the sidecar format is XMP, the sidecar would be named <code class="docutils literal notranslate"><span class="pre">IMG_1234.JPG.XMP</span></code>.  Some applications expect the sidecar in this case to be named <code class="docutils literal notranslate"><span class="pre">IMG_1234.XMP</span></code>.  You can use the <code class="docutils literal notranslate"><span class="pre">-sidecar-drop-ext</span></code> option to force osxphotos to name the sidecar files in this manner:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--sidecar</span> <span class="pre">XMP</span> <span class="pre">-sidecar-drop-ext</span></code></p>
-</div>
-<div class="section" id="updating-a-previous-export">
-<h1>Updating a previous export<a class="headerlink" href="#updating-a-previous-export" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="updating-a-previous-export">
+<h2>Updating a previous export<a class="headerlink" href="#updating-a-previous-export" title="Permalink to this headline">#</a></h2>
 <p>If you want to use osxphotos to perform periodic backups of your Photos library rather than a one-time export, use the <code class="docutils literal notranslate"><span class="pre">--update</span></code> option.  When <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span></code> is run, it creates a database file named <code class="docutils literal notranslate"><span class="pre">.osxphotos_export.db</span></code> in the export folder.  (<strong>Note</strong> Because the filename starts with a “.”, you won’t see it in Finder which treats “dot-files” like this as hidden.  You will see the file in the Terminal.) . If you run osxphotos with the <code class="docutils literal notranslate"><span class="pre">--update</span></code> option, it will look for this database file and, if found, use it to retrieve state information from the last time it was run to only export new or changed files.  For example:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--update</span></code></p>
 <p>will read the export database located in <code class="docutils literal notranslate"><span class="pre">/path/to/export/.osxphotos_export.db</span></code> and only export photos that have been added or changed since the last time osxphotos was run.  You can run osxphotos with the <code class="docutils literal notranslate"><span class="pre">--update</span></code> option even if it’s never been run before.  If the database isn’t found, osxphotos will create it.  If you run <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span></code> without <code class="docutils literal notranslate"><span class="pre">--update</span></code> in a folder where you had previously exported photos, it will re-export all the photos.  If your intent is to keep a periodic backup of your Photos Library up to date with osxphotos, you should always use <code class="docutils literal notranslate"><span class="pre">--update</span></code>.</p>
@@ -184,53 +351,58 @@
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--update</span> <span class="pre">--only-new</span></code></p>
 <p>If your workflow involves editing the images you exported from Photos but you still want to maintain a backup with <code class="docutils literal notranslate"><span class="pre">--update</span></code>, you should use the <code class="docutils literal notranslate"><span class="pre">--ignore-signature</span></code> option.  <code class="docutils literal notranslate"><span class="pre">--ignore-signature</span></code> instructs osxphotos to ignore the file’s signature (for example, size and date modified) when deciding which files should be updated with <code class="docutils literal notranslate"><span class="pre">--update</span></code>.  If you edit a file in the export directory and then run <code class="docutils literal notranslate"><span class="pre">--update</span></code> without <code class="docutils literal notranslate"><span class="pre">--ignore-signature</span></code>, osxphotos will see that the file is different than the one in the Photos library and re-export it.</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--update</span> <span class="pre">--ignore-signature</span></code></p>
-</div>
-<div class="section" id="dry-run">
-<h1>Dry Run<a class="headerlink" href="#dry-run" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="dry-run">
+<h2>Dry Run<a class="headerlink" href="#dry-run" title="Permalink to this headline">#</a></h2>
 <p>You can use the <code class="docutils literal notranslate"><span class="pre">--dry-run</span></code> option to have osxphotos “dry run” or test an export without actually exporting any files.  When combined with the <code class="docutils literal notranslate"><span class="pre">--verbose</span></code> option, which causes osxphotos to print out details of every file being exported, this can be a useful tool for testing your export options before actually running a full export.  For example, if you are learning the template system and want to verify that your <code class="docutils literal notranslate"><span class="pre">--directory</span></code> and <code class="docutils literal notranslate"><span class="pre">--filename</span></code> templates are correct, <code class="docutils literal notranslate"><span class="pre">--dry-run</span> <span class="pre">--verbose</span></code> will print out the name of each file being exported.</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--dry-run</span> <span class="pre">--verbose</span></code></p>
-</div>
-<div class="section" id="creating-a-report-of-all-exported-files">
-<h1>Creating a report of all exported files<a class="headerlink" href="#creating-a-report-of-all-exported-files" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="creating-a-report-of-all-exported-files">
+<h2>Creating a report of all exported files<a class="headerlink" href="#creating-a-report-of-all-exported-files" title="Permalink to this headline">#</a></h2>
 <p>You can use the <code class="docutils literal notranslate"><span class="pre">--report</span></code> option to create a report, in comma-separated values (CSV) format that will list the details of all files that were exported, skipped, missing, etc. This file format is compatible with programs such as Microsoft Excel.  Provide the name of the report after the <code class="docutils literal notranslate"><span class="pre">--report</span></code> option:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--report</span> <span class="pre">export.csv</span></code></p>
-</div>
-<div class="section" id="exporting-only-certain-photos">
-<h1>Exporting only certain photos<a class="headerlink" href="#exporting-only-certain-photos" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="exporting-only-certain-photos">
+<h2>Exporting only certain photos<a class="headerlink" href="#exporting-only-certain-photos" title="Permalink to this headline">#</a></h2>
 <p>By default, osxphotos will export your entire Photos library.  If you want to export only certain photos, osxphotos provides a rich set of “query options” that allow you to query the Photos database to filter out only certain photos that match your query criteria.  The tutorial does not cover all the query options as there are over 50 of them–read the help text (<code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">help</span> <span class="pre">export</span></code>) to better understand the available query options.  No matter which subset of photos you would like to export, there is almost certainly a way for osxphotos to filter these.  For example, you can filter for only images that contain certain keywords or images without a title, images from a specific time of day or specific date range, images contained in specific albums, etc.</p>
 <p>For example, to export only photos with keyword <code class="docutils literal notranslate"><span class="pre">Travel</span></code>:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--keyword</span> <span class="pre">&quot;Travel&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--keyword</span> <span class="pre">"Travel"</span></code></p>
 <p>Like many options in osxphotos, <code class="docutils literal notranslate"><span class="pre">--keyword</span></code> (and most other query options) can be repeated to search for more than one term.  For example, to find photos with keyword <code class="docutils literal notranslate"><span class="pre">Travel</span></code> <em>or</em> keyword <code class="docutils literal notranslate"><span class="pre">Vacation</span></code>:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--keyword</span> <span class="pre">&quot;Travel&quot;</span> <span class="pre">--keyword</span> <span class="pre">&quot;Vacation&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--keyword</span> <span class="pre">"Travel"</span> <span class="pre">--keyword</span> <span class="pre">"Vacation"</span></code></p>
 <p>To export only photos contained in the album “Summer Vacation”:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--album</span> <span class="pre">&quot;Summer</span> <span class="pre">Vacation&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--album</span> <span class="pre">"Summer</span> <span class="pre">Vacation"</span></code></p>
+<p>In Photos, it’s possible to have multiple albums with the same name. In this case, osxphotos would export photos from all albums matching the value passed to <code class="docutils literal notranslate"><span class="pre">--album</span></code>.  If you wanted to export only one of the albums and this album is in a folder, the <code class="docutils literal notranslate"><span class="pre">--regex</span></code> option (short for “regular expression”), which does pattern matching, could be used with the <code class="docutils literal notranslate"><span class="pre">{folder_album}</span></code> template to match the specific album.  For example, if you had a “Summer Vacation” album inside the folder “2018” and also one with the same name inside the folder “2019”, you could export just the album “2018/Summer Vacation” using this command:</p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--regex</span> <span class="pre">"2018/Summer</span> <span class="pre">Vacation"</span> <span class="pre">"{folder_album}"</span></code></p>
+<p>This command matches the pattern “2018/Summer Vacation” against the full folder/album path for every photo.</p>
 <p>There are also a number of query options to export only certain types of photos.  For example, to export only photos taken with iPhone “Portrait Mode”:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--portrait</span></code></p>
 <p>You can also export photos in a certain date range:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--from-date</span> <span class="pre">&quot;2020-01-01&quot;</span> <span class="pre">--to-date</span> <span class="pre">&quot;2020-02-28&quot;</span></code></p>
-</div>
-<div class="section" id="converting-images-to-jpeg-on-export">
-<h1>Converting images to JPEG on export<a class="headerlink" href="#converting-images-to-jpeg-on-export" title="Permalink to this headline">¶</a></h1>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--from-date</span> <span class="pre">"2020-01-01"</span> <span class="pre">--to-date</span> <span class="pre">"2020-02-28"</span></code></p>
+<p>or photos added to the library in the last week:</p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--added-in-last</span> <span class="pre">"1</span> <span class="pre">week"</span></code></p>
+</section>
+<section id="converting-images-to-jpeg-on-export">
+<h2>Converting images to JPEG on export<a class="headerlink" href="#converting-images-to-jpeg-on-export" title="Permalink to this headline">#</a></h2>
 <p>Photos can store images in many different formats.  osxphotos can convert non-JPEG images (for example, RAW photos) to JPEG on export using the <code class="docutils literal notranslate"><span class="pre">--convert-to-jpeg</span></code> option.  You can specify the JPEG quality (0: worst, 1.0: best) using <code class="docutils literal notranslate"><span class="pre">--jpeg-quality</span></code>.  For example:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--convert-to-jpeg</span> <span class="pre">--jpeg-quality</span> <span class="pre">0.9</span></code></p>
-</div>
-<div class="section" id="finder-attributes">
-<h1>Finder attributes<a class="headerlink" href="#finder-attributes" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="finder-attributes">
+<h2>Finder attributes<a class="headerlink" href="#finder-attributes" title="Permalink to this headline">#</a></h2>
 <p>In addition to using <code class="docutils literal notranslate"><span class="pre">exiftool</span></code> to write metadata directly to the image metadata, osxphotos can write certain metadata that is available to the Finder and Spotlight but does not modify the actual image file.  This is done through something called extended attributes which are stored in the filesystem with a file but do not actually modify the file itself. Finder tags and Finder comments are common examples of these.</p>
 <p>osxphotos can, for example, write any keywords in the image to Finder tags so that you can search for images in Spotlight or the Finder using the <code class="docutils literal notranslate"><span class="pre">tag:tagname</span></code> syntax:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--finder-tag-keywords</span></code></p>
 <p><code class="docutils literal notranslate"><span class="pre">--finder-tag-keywords</span></code> also works with <code class="docutils literal notranslate"><span class="pre">--keyword-template</span></code> as described above in the section on <code class="docutils literal notranslate"><span class="pre">exiftool</span></code>:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--finder-tag-keywords</span> <span class="pre">--keyword-template</span> <span class="pre">&quot;{label}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--finder-tag-keywords</span> <span class="pre">--keyword-template</span> <span class="pre">"{label}"</span></code></p>
 <p>The <code class="docutils literal notranslate"><span class="pre">--xattr-template</span></code> option allows you to set a variety of other extended attributes.  It is used in the format <code class="docutils literal notranslate"><span class="pre">--xattr-template</span> <span class="pre">ATTRIBUTE</span> <span class="pre">TEMPLATE</span></code> where ATTRIBUTE is one of ‘authors’,’comment’, ‘copyright’, ‘description’, ‘findercomment’, ‘headline’, ‘keywords’.</p>
 <p>For example, to set Finder comment to the photo’s title and description:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--xattr-template</span> <span class="pre">findercomment</span> <span class="pre">&quot;{title}{newline}{descr}&quot;</span></code></p>
-<p>In the template string above, <code class="docutils literal notranslate"><span class="pre">{newline}</span></code> instructs osxphotos to insert a new line character (“n”) between the title and description. In this example, if <code class="docutils literal notranslate"><span class="pre">{title}</span></code> or <code class="docutils literal notranslate"><span class="pre">{descr}</span></code> is empty, you’ll get “titlen” or “ndescription” which may not be desired so you can use more advanced features of the template system to handle these cases:</p>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--xattr-template</span> <span class="pre">findercomment</span> <span class="pre">&quot;{title}{title?{descr?{newline},},}{descr}&quot;</span></code></p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--xattr-template</span> <span class="pre">findercomment</span> <span class="pre">"{title}{newline}{descr}"</span></code></p>
+<p>In the template string above, <code class="docutils literal notranslate"><span class="pre">{newline}</span></code> instructs osxphotos to insert a new line character (”n”) between the title and description. In this example, if <code class="docutils literal notranslate"><span class="pre">{title}</span></code> or <code class="docutils literal notranslate"><span class="pre">{descr}</span></code> is empty, you’ll get “titlen” or “ndescription” which may not be desired so you can use more advanced features of the template system to handle these cases:</p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--xattr-template</span> <span class="pre">findercomment</span> <span class="pre">"{title,}{title?{descr?{newline},},}{descr,}"</span></code></p>
 <p>Explanation of the template string:</p>
-<div class="highlight-txt notranslate"><div class="highlight"><pre><span></span>{title}{title?{descr?{newline},},}{descr}
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>{title,}{title?{descr?{newline},},}{descr,}
 │           │      │ │       │ │  │
 │           │      │ │       │ │  │
- └──&gt; insert title  │ │       │ │  │
+ └──&gt; insert title (or nothing if no title)
             │      │ │       │ │  │
             └───&gt; is there a title?
                    │ │       │ │  │
@@ -243,23 +415,49 @@
                                └───&gt; if title is blank, insert nothing
                                   │
                                   └───&gt; finally, insert description
+                                         (or nothing if no description)
 </pre></div>
 </div>
 <p>In this example, <code class="docutils literal notranslate"><span class="pre">title?</span></code> demonstrates use of the boolean (True/False) feature of the template system.  <code class="docutils literal notranslate"><span class="pre">title?</span></code> is read as “Is the title True (or not blank/empty)?  If so, then the value immediately following the <code class="docutils literal notranslate"><span class="pre">?</span></code> is used in place of <code class="docutils literal notranslate"><span class="pre">title</span></code>.  If <code class="docutils literal notranslate"><span class="pre">title</span></code> is blank, then the value immediately following the comma is used instead.  The format for boolean fields is <code class="docutils literal notranslate"><span class="pre">field?value</span> <span class="pre">if</span> <span class="pre">true,value</span> <span class="pre">if</span> <span class="pre">false</span></code>.  Either <code class="docutils literal notranslate"><span class="pre">value</span> <span class="pre">if</span> <span class="pre">true</span></code> or <code class="docutils literal notranslate"><span class="pre">value</span> <span class="pre">if</span> <span class="pre">false</span></code> may be blank, in which case a blank string (“”) is used for the value and both may also be an entirely new template string as seen in the above example.  Using this format, template strings may be nested inside each other to form complex <code class="docutils literal notranslate"><span class="pre">if-then-else</span></code> statements.</p>
 <p>The above example, while complex to read, shows how flexible the osxphotos template system is.  If you invest a little time learning how to use the template system you can easily handle almost any use case you have.</p>
 <p>See Extended Attributes section in the help for <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span></code> for additional information about this feature.</p>
-</div>
-<div class="section" id="saving-and-loading-options">
-<h1>Saving and loading options<a class="headerlink" href="#saving-and-loading-options" title="Permalink to this headline">¶</a></h1>
+</section>
+<section id="saving-and-loading-options">
+<h2>Saving and loading options<a class="headerlink" href="#saving-and-loading-options" title="Permalink to this headline">#</a></h2>
 <p>If you repeatedly run a complex osxphotos export command (for example, to regularly back-up your Photos library), you can save all the options to a configuration file for future use (<code class="docutils literal notranslate"><span class="pre">--save-config</span> <span class="pre">FILE</span></code>) and then load them (<code class="docutils literal notranslate"><span class="pre">--load-config</span> <span class="pre">FILE</span></code>) instead of repeating each option on the command line.</p>
 <p>To save the configuration:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">&lt;all</span> <span class="pre">your</span> <span class="pre">options</span> <span class="pre">here&gt;</span> <span class="pre">--update</span> <span class="pre">--save-config</span> <span class="pre">osxphotos.toml</span></code></p>
 <p>Then the next to you run osxphotos, you can simply do this:</p>
 <p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--load-config</span> <span class="pre">osxphotos.toml</span></code></p>
 <p>The configuration file is a plain text file in <a class="reference external" href="https://toml.io/en/">TOML</a> format so the <code class="docutils literal notranslate"><span class="pre">.toml</span></code> extension is standard but you can name the file anything you like.</p>
+</section>
+<section id="run-commands-on-exported-photos-for-post-processing">
+<h2>Run commands on exported photos for post-processing<a class="headerlink" href="#run-commands-on-exported-photos-for-post-processing" title="Permalink to this headline">#</a></h2>
+<p>You can use the <code class="docutils literal notranslate"><span class="pre">--post-command</span></code> option to run one or more commands against exported files. The <code class="docutils literal notranslate"><span class="pre">--post-command</span></code> option takes two arguments: CATEGORY and COMMAND.  CATEGORY is a string that describes which category of file to run the command against.  The available categories are described in the help text available via: <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">help</span> <span class="pre">export</span></code>. For example, the <code class="docutils literal notranslate"><span class="pre">exported</span></code> category includes all exported photos and the <code class="docutils literal notranslate"><span class="pre">skipped</span></code> category includes all photos that were skipped when running export with <code class="docutils literal notranslate"><span class="pre">--update</span></code>.  COMMAND is an osxphotos template string which will be rendered then passed to the shell for execution.</p>
+<p>For example, the following command generates a log of all exported files and their associated keywords:</p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--post-command</span> <span class="pre">exported</span> <span class="pre">"echo</span> <span class="pre">{shell_quote,{filepath}{comma}{,+keyword,}}</span> <span class="pre">&gt;&gt;</span> <span class="pre">{shell_quote,{export_dir}/exported.txt}"</span></code></p>
+<p>The special template field <code class="docutils literal notranslate"><span class="pre">{shell_quote}</span></code> ensures a string is properly quoted for execution in the shell.  For example, it’s possible that a file path or keyword in this example has a space in the value and if not properly quoted, this would cause an error in the execution of the command. When running commands, the template <code class="docutils literal notranslate"><span class="pre">{filepath}</span></code> is set to the full path of the exported file and <code class="docutils literal notranslate"><span class="pre">{export_dir}</span></code> is set to the full path of the base export directory.</p>
+<p>Explanation of the template string:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>{shell_quote,{filepath}{comma}{,+keyword,}}
+ │            │         │      │        │
+ │            │         │      |        │
+ └──&gt; quote everything after comma for proper execution in the shell
+              │         │      │        │
+              └───&gt; filepath of the exported file
+                       │       │        │
+                       └───&gt; insert a comma
+                               │        │
+                               └───&gt; join the list of keywords together with a ","
+                                        │
+                                        └───&gt; if no keywords, insert nothing (empty string: "")
+</pre></div>
 </div>
-<div class="section" id="an-example-from-an-actual-osxphotos-user">
-<h1>An example from an actual osxphotos user<a class="headerlink" href="#an-example-from-an-actual-osxphotos-user" title="Permalink to this headline">¶</a></h1>
+<p>Another example: if you had <code class="docutils literal notranslate"><span class="pre">exiftool</span></code> installed and wanted to wipe all metadata from all exported files, you could use the following:</p>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--post-command</span> <span class="pre">exported</span> <span class="pre">"/usr/local/bin/exiftool</span> <span class="pre">-all=</span> <span class="pre">{filepath|shell_quote}"</span></code></p>
+<p>This command uses the <code class="docutils literal notranslate"><span class="pre">|shell_quote</span></code> template filter instead of the <code class="docutils literal notranslate"><span class="pre">{shell_quote}</span></code> template because the only thing that needs to be quoted is the path to the exported file. Template filters filter the value of the rendered template field.  A number of other filters are available and are described in the help text.</p>
+</section>
+<section id="an-example-from-an-actual-osxphotos-user">
+<h2>An example from an actual osxphotos user<a class="headerlink" href="#an-example-from-an-actual-osxphotos-user" title="Permalink to this headline">#</a></h2>
 <p>Here’s a comprehensive use case from an actual osxphotos user that integrates many of the concepts discussed in this tutorial (thank-you Philippe for contributing this!):</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>I usually import my iPhone’s photo roll on a more or less regular basis, and it
 includes photos and videos. As a result, the size ot my Photos library may rise
@@ -267,12 +465,12 @@ very quickly. Nevertheless, I will tag and geolocate everything as Photos has a
 quite good keyword management system.

 After a while, I want to take most of the videos out of the library and move them
-to a separate &quot;videos&quot; folder on a different folder / volume. As I might want to
+to a separate "videos" folder on a different folder / volume. As I might want to
 use them in Final Cut Pro, and since Final Cut is able to import Finder tags into
 its internal library tagging system, I will use osxphotos to do just this.

 Picking the videos can be left to Photos, using a smart folder for instance. Then
-just add a keyword to all videos to be processed. Here I chose &quot;Quik&quot; as I wanted
+just add a keyword to all videos to be processed. Here I chose "Quik" as I wanted
 to spot all videos created on my iPhone using the Quik application (now part of
 GoPro).

@@ -290,78 +488,115 @@ Finally, use `--strip` to remove any leading or trailing whitespace from process
 template fields.
 </pre></div>
 </div>
-<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">~/Desktop/folder</span> <span class="pre">for</span> <span class="pre">exported</span> <span class="pre">videos/</span> <span class="pre">--keyword</span> <span class="pre">Quik</span> <span class="pre">--only-movies</span> <span class="pre">--db</span> <span class="pre">/path</span> <span class="pre">to</span> <span class="pre">my.photoslibrary</span> <span class="pre">--touch-file</span> <span class="pre">--finder-tag-keywords</span> <span class="pre">--person-keyword</span> <span class="pre">--xattr-template</span> <span class="pre">findercomment</span> <span class="pre">&quot;{title}{title?{descr?{newline},},}{descr}&quot;</span> <span class="pre">--exiftool-merge-keywords</span> <span class="pre">--exiftool-merge-persons</span> <span class="pre">--exiftool</span> <span class="pre">--strip</span></code></p>
-</div>
-<div class="section" id="conclusion">
-<h1>Conclusion<a class="headerlink" href="#conclusion" title="Permalink to this headline">¶</a></h1>
+<p><code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">~/Desktop/folder</span> <span class="pre">for</span> <span class="pre">exported</span> <span class="pre">videos/</span> <span class="pre">--keyword</span> <span class="pre">Quik</span> <span class="pre">--only-movies</span> <span class="pre">--db</span> <span class="pre">/path</span> <span class="pre">to</span> <span class="pre">my.photoslibrary</span> <span class="pre">--touch-file</span> <span class="pre">--finder-tag-keywords</span> <span class="pre">--person-keyword</span> <span class="pre">--xattr-template</span> <span class="pre">findercomment</span> <span class="pre">"{title}{title?{descr?{newline},},}{descr}"</span> <span class="pre">--exiftool-merge-keywords</span> <span class="pre">--exiftool-merge-persons</span> <span class="pre">--exiftool</span> <span class="pre">--strip</span></code></p>
+</section>
+<section id="color-themes">
+<h2>Color Themes<a class="headerlink" href="#color-themes" title="Permalink to this headline">#</a></h2>
+<p>Some osxphotos commands such as export use color themes to colorize the output to make it more legible. The theme may be specified with the <code class="docutils literal notranslate"><span class="pre">--theme</span></code> option. For example: <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">export</span> <span class="pre">/path/to/export</span> <span class="pre">--verbose</span> <span class="pre">--theme</span> <span class="pre">dark</span></code> uses a theme suited for dark terminals. If you don’t specify the color theme, osxphotos will select a default theme based on the current terminal settings. You can also specify your own default theme. See <code class="docutils literal notranslate"><span class="pre">osxphotos</span> <span class="pre">help</span> <span class="pre">theme</span></code> for more information on themes and for commands to help manage themes.  Themes are defined in <code class="docutils literal notranslate"><span class="pre">.theme</span></code> files in the <code class="docutils literal notranslate"><span class="pre">~/.osxphotos/themes</span></code> directory and use style specifications compatible with the <a class="reference external" href="https://rich.readthedocs.io/en/stable/style.html">rich</a> library.</p>
+</section>
+<section id="conclusion">
+<h2>Conclusion<a class="headerlink" href="#conclusion" title="Permalink to this headline">#</a></h2>
 <p>osxphotos is very flexible.  If you merely want to backup your Photos library, then spending a few minutes to understand the <code class="docutils literal notranslate"><span class="pre">--directory</span></code> option is likely all you need and you can be up and running in minutes.  However, if you have a more complex workflow, osxphotos likely provides options to implement your workflow.  This tutorial does not attempt to cover every option offered by osxphotos but hopefully it provides a good understanding of what kinds of things are possible and where to explore if you want to learn more.</p>
-</div>
+</section>
+</section>

+        </article>
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+          <div class="left-details">
+            <div class="copyright">
+                Copyright &#169; 2021, Rhet Turnbull
+            </div>
+            Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
+            
+            <a href="https://github.com/pradyunsg/furo">Furo</a>
+            
+          </div>
+          <div class="right-details">
+            <div class="icons">
+              
+            </div>
+          </div>
+        </div>
+        
+      </footer>
+    </div>
+    <aside class="toc-drawer">
+      
+      
+      <div class="toc-sticky toc-scroll">
+        <div class="toc-title-container">
+          <span class="toc-title">
+            Contents
+          </span>
+        </div>
+        <div class="toc-tree-container">
+          <div class="toc-tree">
+            <ul>
+<li><a class="reference internal" href="#">OSXPhotos Tutorial</a><ul>
+<li><a class="reference internal" href="#overview">Overview</a></li>
+<li><a class="reference internal" href="#export-your-photos">Export your photos</a></li>
+<li><a class="reference internal" href="#export-by-date">Export by date</a></li>
+<li><a class="reference internal" href="#specify-directory-structure">Specify directory structure</a></li>
+<li><a class="reference internal" href="#specify-exported-filename">Specify exported filename</a></li>
+<li><a class="reference internal" href="#edited-photos">Edited photos</a></li>
+<li><a class="reference internal" href="#specifying-the-photos-library">Specifying the Photos library</a></li>
+<li><a class="reference internal" href="#missing-photos">Missing photos</a></li>
+<li><a class="reference internal" href="#exporting-to-external-disks">Exporting to external disks</a></li>
+<li><a class="reference internal" href="#exporting-metadata-with-exported-photos">Exporting metadata with exported photos</a></li>
+<li><a class="reference internal" href="#sidecar-files">Sidecar files</a></li>
+<li><a class="reference internal" href="#updating-a-previous-export">Updating a previous export</a></li>
+<li><a class="reference internal" href="#dry-run">Dry Run</a></li>
+<li><a class="reference internal" href="#creating-a-report-of-all-exported-files">Creating a report of all exported files</a></li>
+<li><a class="reference internal" href="#exporting-only-certain-photos">Exporting only certain photos</a></li>
+<li><a class="reference internal" href="#converting-images-to-jpeg-on-export">Converting images to JPEG on export</a></li>
+<li><a class="reference internal" href="#finder-attributes">Finder attributes</a></li>
+<li><a class="reference internal" href="#saving-and-loading-options">Saving and loading options</a></li>
+<li><a class="reference internal" href="#run-commands-on-exported-photos-for-post-processing">Run commands on exported photos for post-processing</a></li>
+<li><a class="reference internal" href="#an-example-from-an-actual-osxphotos-user">An example from an actual osxphotos user</a></li>
+<li><a class="reference internal" href="#color-themes">Color Themes</a></li>
+<li><a class="reference internal" href="#conclusion">Conclusion</a></li>
+</ul>
+</li>
+</ul>

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-<h3>Related Topics</h3>
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-  <li><a href="index.html">Documentation overview</a><ul>
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-    <div class="footer">
-      &copy;2021, Rhet Turnbull.
      
-      |
-      Powered by <a href="http://sphinx-doc.org/">Sphinx 3.5.2</a>
-      &amp; <a href="https://github.com/bitprophet/alabaster">Alabaster 0.7.12</a>
      
-      |
-      <a href="_sources/tutorial.md.txt"
-          rel="nofollow">Page source</a>
-    </div>
-
-    
-
-    
-  </body>
+    </aside>
+  </div>
+</div><script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
+    <script src="_static/jquery.js"></script>
+    <script src="_static/underscore.js"></script>
+    <script src="_static/doctools.js"></script>
+    <script src="_static/scripts/furo.js"></script>
+    <script src="_static/clipboard.min.js"></script>
+    <script src="_static/copybutton.js"></script>
+    </body>
 </html>
--- a/docsrc/Makefile
+++ b/docsrc/Makefile
@@ -16,6 +16,10 @@ github:
 	@make html
 	@cp -a _build/html/. ../docs

+docs:
+	@make html
+	@cp -a _build/html/. ../osxphotos/docs
+
 pdf:
 	@make latexpdf
 	@cp -a _build/latex/osxphotos.pdf ../docs
--- a/docsrc/README.md
+++ b/docsrc/README.md
@@ -2,12 +2,17 @@

 I'm still trying to learn sphinx and come up with a workflow for building docs.  Right now it's pretty kludgy.

- `pip install sphinx`
- `pip install sphinx-rtd-theme`
- `pip install m2r2`
+- `python3 -m pip -r dev_requirements.txt`
 - Download and install [MacTeX](https://tug.org/mactex/)
 - Add `/Library/TeX/texbin` to your `$PATH`
 - `cd docs`
 - `make html`
 - `make latexpdf`
 - `cp _build/latex/osxphotos.pdf .`
+
+The `build.sh` script in the main repo directory will build the documents for you and is the preferred way to build the docs.
+
+The following files are generated by `build.sh` and should not be directly edited:
+
+- source/template_help.rst
+- source/tutorial.rst
--- a/docsrc/source/cli.rst
+++ b/docsrc/source/cli.rst
@@ -1,6 +1,8 @@
-osxphotos command line interface (CLI)
+OSXPhotos Command Line Interface (CLI)
 ======================================

-.. click:: osxphotos.cli:cli
+.. click:: osxphotos.cli:cli_main
   :prog: osxphotos
-   :nested: full
+   :nested: full
+
+.. program-output:: python3 -m osxphotos --help
--- a/docsrc/source/conf.py
+++ b/docsrc/source/conf.py
@@ -16,7 +16,7 @@ import sys

 import sphinx_rtd_theme

-sys.path.insert(0, os.path.abspath(".."))
+sys.path.insert(0, os.path.abspath("../.."))


 # -- Project information -----------------------------------------------------
@@ -30,9 +30,7 @@ about = {}
 this_directory = pathlib.Path(__file__).parent
 version_file = this_directory.parent.parent / "osxphotos" / "_version.py"
 # get version info from _version
-with open(
-   version_file, mode="r", encoding="utf-8"
-) as f:
+with open(version_file, mode="r", encoding="utf-8") as f:
    exec(f.read(), about)

 # The full version, including alpha/beta/rc tags
@@ -44,7 +42,16 @@ release = about["__version__"]
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
-extensions = ["sphinx_click", "sphinx.ext.autodoc", "sphinx.ext.napoleon", "sphinx.ext.viewcode", "sphinx.ext.intersphinx", "m2r2"] 
+extensions = [
+    "m2r2",
+    "sphinx_click",
+    "sphinx_copybutton",
+    "sphinx.ext.autodoc",
+    "sphinx.ext.intersphinx",
+    "sphinx.ext.napoleon",
+    "sphinx.ext.viewcode",
+    "sphinxcontrib.programoutput",
+]

 # Add any paths that contain templates here, relative to this directory.
 templates_path = ["_templates"]
@@ -60,10 +67,10 @@ exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
 #
-html_theme = "alabaster"
+# html_theme = "alabaster"
+html_theme = "furo"

 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,
 # so a file named "default.css" will overwrite the builtin "default.css".
 html_static_path = ["_static"]
-
--- a/docsrc/source/index.rst
+++ b/docsrc/source/index.rst
@@ -3,15 +3,17 @@
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

-Welcome to osxphotos's documentation!
+Welcome to OSXPhotos's documentation!
 =====================================

-.. include:: ../../README.rst
-
 .. toctree::
   :maxdepth: 4 

+   overview
+   tutorial
   cli
+   template_help
+   package_overview
   reference


--- a/docsrc/source/modules.rst
+++ b/docsrc/source/modules.rst
@@ -1,5 +0,0 @@
-osxphotos
-===========
-
-.. toctree::
-   :maxdepth: 4
--- a/docsrc/source/overview.rst
+++ b/docsrc/source/overview.rst
@@ -0,0 +1,83 @@
+OSXPhotos
+=========
+
+What is OSXPhotos?
+------------------
+
+OSXPhotos provides both the ability to interact with and query Apple's Photos.app library on macOS directly from your python code 
+as well as a very flexible command line interface (CLI) app for exporting photos. 
+You can query the Photos library database -- for example, file name, file path, and metadata such as keywords/tags, persons/faces, albums, etc. 
+You can also easily export both the original and edited photos. 
+
+Supported operating systems
+---------------------------
+
+Only works on macOS (aka Mac OS X). Tested on macOS Sierra (10.12.6) through macOS Monterey (12.3).
+
+This package will read Photos databases for any supported version on any supported macOS version.  
+E.g. you can read a database created with Photos 5.0 on MacOS 10.15 on a machine running macOS 10.12 and vice versa.
+
+Requires python >= ``3.8``. 
+
+Installation
+------------
+
+The recommended way of installing ``osxphotos`` is with `pipx <https://github.com/pipxproject/pipx>`_.  The easiest way to do this on a Mac is to use `homebrew <https://brew.sh/>`_\ :
+
+
+* Open ``Terminal`` (search for ``Terminal`` in Spotlight or look in ``Applications/Utilities``\ )
+* Install ``homebrew`` according to instructions at `https://brew.sh/ <https://brew.sh/>`_
+* Type the following into Terminal: ``brew install pipx``
+* Then type this: ``pipx install osxphotos``
+* Now you should be able to run ``osxphotos`` by typing: ``osxphotos``
+
+Command Line Usage
+------------------
+
+This package will install a command line utility called ``osxphotos`` that allows you to query the Photos database and export photos.  
+
+.. code-block::
+
+   > osxphotos
+   Usage: osxphotos [OPTIONS] COMMAND [ARGS]...
+
+   Options:
+     --db <Photos database path>  Specify Photos database path. Path to Photos
+                                 library/database can be specified using either
+                                 --db or directly as PHOTOS_LIBRARY positional
+                                 argument. If neither --db or PHOTOS_LIBRARY
+                                 provided, will attempt to find the library to
+                                 use in the following order: 1. last opened
+                                 library, 2. system library, 3.
+                                 ~/Pictures/Photos Library.photoslibrary
+     --json                      Print output in JSON format.
+     -v, --version                Show the version and exit.
+     -h, --help                   Show this message and exit.
+
+   Commands:
+     about      Print information about osxphotos including license.
+     albums     Print out albums found in the Photos library.
+     diff       Compare two Photos databases and print out differences
+     docs       Open osxphotos documentation in your browser.
+     dump       Print list of all photos & associated info from the Photos...
+     export     Export photos from the Photos database.
+     help       Print help; for help on commands: help <command>.
+     info       Print out descriptive info of the Photos library database.
+     install    Install Python packages into the same environment as osxphotos
+     keywords   Print out keywords found in the Photos library.
+     labels     Print out image classification labels found in the Photos...
+     list       Print list of Photos libraries found on the system.
+     persons    Print out persons (faces) found in the Photos library.
+     places     Print out places found in the Photos library.
+     query      Query the Photos database using 1 or more search options; if...
+     repl       Run interactive osxphotos REPL shell (useful for debugging,...
+     run        Run a python file using same environment as osxphotos
+     snap       Create snapshot of Photos database to use with diff command
+     theme      Manage osxphotos color themes.
+     timewarp   Adjust date/time/timezone of photos in Apple Photos.
+     tutorial   Display osxphotos tutorial.
+     uninstall  Uninstall Python packages from the osxphotos environment
+     uuid       Print out unique IDs (UUID) of photos selected in Photos
+     version    Check for new version of osxphotos.
+
+To get help on a specific command, use ``osxphotos help <command_name>``
--- a/docsrc/source/package_overview.rst
+++ b/docsrc/source/package_overview.rst
@@ -0,0 +1,193 @@
+OSXPhotos Python Package Overview
+=================================
+
+Example uses of the OSXPhotos python package
+--------------------------------------------
+
+.. code-block:: python
+
+   """ Simple usage of the package """
+   import osxphotos
+
+   def main():
+       photosdb = osxphotos.PhotosDB()
+       print(photosdb.keywords)
+       print(photosdb.persons)
+       print(photosdb.album_names)
+
+       print(photosdb.keywords_as_dict)
+       print(photosdb.persons_as_dict)
+       print(photosdb.albums_as_dict)
+
+       # find all photos with Keyword = Foo and containing John Smith
+       photos = photosdb.photos(keywords=["Foo"],persons=["John Smith"])
+
+       # find all photos that include Alice Smith but do not contain the keyword Bar
+       photos = [p for p in photosdb.photos(persons=["Alice Smith"]) 
+                   if p not in photosdb.photos(keywords=["Bar"]) ]
+       for p in photos:
+           print(
+               p.uuid,
+               p.filename,
+               p.original_filename,
+               p.date,
+               p.description,
+               p.title,
+               p.keywords,
+               p.albums,
+               p.persons,
+               p.path,
+           )
+
+   if __name__ == "__main__":
+       main()
+
+.. code-block:: python
+
+   """ Export all photos to specified directory using album names as folders
+       If file has been edited, also export the edited version, 
+       otherwise, export the original version 
+       This will result in duplicate photos if photo is in more than album """
+
+   import os.path
+   import pathlib
+   import sys
+
+   import click
+   from pathvalidate import is_valid_filepath, sanitize_filepath
+
+   import osxphotos
+
+
+   @click.command()
+   @click.argument("export_path", type=click.Path(exists=True))
+   @click.option(
+       "--default-album",
+       help="Default folder for photos with no album. Defaults to 'unfiled'",
+       default="unfiled",
+   )
+   @click.option(
+       "--library-path",
+       help="Path to Photos library, default to last used library",
+       default=None,
+   )
+   def export(export_path, default_album, library_path):
+       export_path = os.path.expanduser(export_path)
+       library_path = os.path.expanduser(library_path) if library_path else None
+
+       if library_path is not None:
+           photosdb = osxphotos.PhotosDB(library_path)
+       else:
+           photosdb = osxphotos.PhotosDB()
+
+       photos = photosdb.photos()
+
+       for p in photos:
+           if not p.ismissing:
+               albums = p.albums
+               if not albums:
+                   albums = [default_album]
+               for album in albums:
+                   click.echo(f"exporting {p.filename} in album {album}")
+
+                   # make sure no invalid characters in destination path (could be in album name)
+                   album_name = sanitize_filepath(album, platform="auto")
+
+                   # create destination folder, if necessary, based on album name
+                   dest_dir = os.path.join(export_path, album_name)
+
+                   # verify path is a valid path
+                   if not is_valid_filepath(dest_dir, platform="auto"):
+                       sys.exit(f"Invalid filepath {dest_dir}")
+
+                   # create destination dir if needed
+                   if not os.path.isdir(dest_dir):
+                       os.makedirs(dest_dir)
+
+                   # export the photo
+                   if p.hasadjustments:
+                       # export edited version
+                       exported = p.export(dest_dir, edited=True)
+                       edited_name = pathlib.Path(p.path_edited).name
+                       click.echo(f"Exported {edited_name} to {exported}")
+                   # export unedited version
+                   exported = p.export(dest_dir)
+                   click.echo(f"Exported {p.filename} to {exported}")
+           else:
+               click.echo(f"Skipping missing photo: {p.filename}")
+
+
+   if __name__ == "__main__":
+       export()
+
+
+OSXPhotos REPL
+--------------
+
+The osxphotos command line interface includes a REPL (Run-Evaluate-Print Loop) for testing and development.
+
+The REPL is started with the command: ``osxphotos repl``::
+
+   $ osxphotos repl
+   python version: 3.10.2 (main, Feb  2 2022, 07:36:01) [Clang 12.0.0 (clang-1200.0.32.29)]
+   osxphotos version: 0.47.10
+   Using last opened Photos library: /Users/user/Pictures/Photos Library.photoslibrary
+   Loading database
+   Processing database /Users/user/Pictures/Photos Library.photoslibrary/database/photos.db
+   Processing database /Users/user/Pictures/Photos Library.photoslibrary/database/Photos.sqlite
+   Database locked, creating temporary copy.
+   Processing database.
+   Database version: 6000, 5.
+   Processing persons in photos.
+   Processing detected faces in photos.
+   Processing albums.
+   Processing keywords.
+   Processing photo details.
+   Processing import sessions.
+   Processing additional photo details.
+   Processing face details.
+   Processing photo labels.
+   Processing EXIF details.
+   Processing computed aesthetic scores.
+   Processing comments and likes for shared photos.
+   Processing moments.
+   Done processing details from Photos library.
+   Done: took 18.54 seconds
+   Getting photos
+   Found 31581 photos in 0.77 seconds
+
+   The following classes have been imported from osxphotos:
+   - AlbumInfo, ExifTool, PhotoInfo, PhotoExporter, ExportOptions, ExportResults, PhotosDB, PlaceInfo, QueryOptions, MomentInfo, ScoreInfo, SearchInfo
+
+   The following variables are defined:
+   - photosdb: PhotosDB() instance for '/Users/user/Pictures/Photos Library.photoslibrary'
+   - photos: list of PhotoInfo objects for all photos filtered with any query options passed on command line (len=31581)
+   - all_photos: list of PhotoInfo objects for all photos in photosdb, including those in the trash (len=31581)
+   - selected: list of PhotoInfo objects for any photos selected in Photos (len=0)
+
+   The following functions may be helpful:
+   - get_photo(uuid): return a PhotoInfo object for photo with uuid; e.g. get_photo('B13F4485-94E0-41CD-AF71-913095D62E31')
+   - get_selected(); return list of PhotoInfo objects for photos selected in Photos
+   - show(photo): open a photo object in the default viewer; e.g. show(selected[0])
+   - show(path): open a file at path in the default viewer; e.g. show('/path/to/photo.jpg')
+   - spotlight(photo): open a photo and spotlight it in Photos
+   - inspect(object): print information about an object; e.g. inspect(PhotoInfo)
+   - explore(object): interactively explore an object with objexplore; e.g. explore(PhotoInfo)
+   - q, quit, quit(), exit, exit(): exit this interactive shell
+
+   >>>
+
+Using the osxphotos CLI to run python code
+------------------------------------------
+
+The osxphotos CLI can also be used to run your own python code using the ``osxphotos run`` command.
+
+This is useful if you have installed the CLI using ``pipx`` but want to use the osxphotos programmatic interface in your own scripts.
+
+If you need to install any additional python packages to use in your own scripts, you can use the ``osxphotos install`` command 
+which installs python packages just as ``pip`` does but into the same virtual environment that osxphotos is installed in.
+
+Likewise, you can use ``osxphotos uninstall`` to uninstall any installed python packages.
+
+These features are also useful for developing custom functions to use with ``--query-function`` and ``--post-function`` 
+as well as ``{function}`` templates and ``function:`` filters.
--- a/docsrc/source/reference.rst
+++ b/docsrc/source/reference.rst
@@ -1,13 +1,5 @@
-osxphotos package
-===================
+OSXPhotos python API 
+====================

-osxphotos module
------------------------------
-
-.. autoclass:: osxphotos.PhotosDB
-   :members:
-   :undoc-members:
-
-.. autoclass:: osxphotos.PhotoInfo 
-   :members:
-   :undoc-members:
+.. automodule:: osxphotos
+   :members:
--- a/docsrc/source/template_help.rst
+++ b/docsrc/source/template_help.rst
@@ -0,0 +1,366 @@
+
+OSXPhotos Template System
+=========================
+
+The templating system converts one or template statements, written in osxphotos metadata templating language, to one or more rendered values using information from the photo being processed.
+
+In its simplest form, a template statement has the form: ``"{template_field}"``\ , for example ``"{title}"`` which would resolve to the title of the photo.
+
+Template statements may contain one or more modifiers.  The full syntax is:
+
+``"pretext{delim+template_field:subfield|filter(path_sep)[find,replace] conditional?bool_value,default}posttext"``
+
+Template statements are white-space sensitive meaning that white space (spaces, tabs) changes the meaning of the template statement.
+
+``pretext`` and ``posttext`` are free form text.  For example, if a photo has title "My Photo Title" the template statement ``"The title of the photo is {title}"``\ , resolves to ``"The title of the photo is My Photo Title"``.  The ``pretext`` in this example is ``"The title if the photo is "`` and the template_field is ``{title}``.
+
+``delim``\ : optional delimiter string to use when expanding multi-valued template values in-place
+
+``+``\ : If present before template ``name``\ , expands the template in place.  If ``delim`` not provided, values are joined with no delimiter.
+
+e.g. if Photo keywords are ``["foo","bar"]``\ :
+
+
+* ``"{keyword}"`` renders to ``"foo", "bar"``
+* ``"{,+keyword}"`` renders to: ``"foo,bar"``
+* ``"{; +keyword}"`` renders to: ``"foo; bar"``
+* ``"{+keyword}"`` renders to ``"foobar"``
+
+``template_field``\ : The template field to resolve.  See `Template Substitutions <#template-substitutions>`_ for full list of template fields.
+
+`:subfield`: Some templates have sub-fields, For example, `{exiftool:IPTC:Make}\ ``; the template_field is``\ exiftool\ ``and the sub-field is``\ IPTC:Make`.
+
+`|filter`: You may optionally append one or more filter commands to the end of the template field using the vertical pipe ('|') symbol.  Filters may be combined, separated by '|' as in: ``{keyword|capitalize|parens}``.
+
+Valid filters are:
+
+
+* ``lower``\ : Convert value to lower case, e.g. 'Value' => 'value'.
+* ``upper``\ : Convert value to upper case, e.g. 'Value' => 'VALUE'.
+* ``strip``\ : Strip whitespace from beginning/end of value, e.g. ' Value ' => 'Value'.
+* ``titlecase``\ : Convert value to title case, e.g. 'my value' => 'My Value'.
+* ``capitalize``\ : Capitalize first word of value and convert other words to lower case, e.g. 'MY VALUE' => 'My value'.
+* ``braces``\ : Enclose value in curly braces, e.g. 'value => '{value}'.
+* ``parens``\ : Enclose value in parentheses, e.g. 'value' => '(value')
+* ``brackets``\ : Enclose value in brackets, e.g. 'value' => '[value]'
+* ``shell_quote``\ : Quotes the value for safe usage in the shell, e.g. My file.jpeg => 'My file.jpeg'; only adds quotes if needed.
+* `function`: Run custom python function to filter value; use in format 'function:/path/to/file.py::function_name'. See example at https://github.com/RhetTbull/osxphotos/blob/master/examples/template_filter.py
+
+e.g. if Photo keywords are ``["FOO","bar"]``\ :
+
+
+* ``"{keyword|lower}"`` renders to ``"foo", "bar"``
+* ``"{keyword|upper}"`` renders to: ``"FOO", "BAR"``
+* ``"{keyword|capitalize}"`` renders to: ``"Foo", "Bar"``
+* ``"{keyword|lower|parens}"`` renders to: ``"(foo)", "(bar)"``
+
+e.g. if Photo description is "my description":
+
+
+* ``"{descr|titlecase}"`` renders to: ``"My Description"``
+
+``(path_sep)``\ : optional path separator to use when joining path-like fields, for example ``{folder_album}``.  Default is "/".
+
+e.g. If Photo is in ``Album1`` in ``Folder1``\ :
+
+
+* ``"{folder_album}"`` renders to ``["Folder1/Album1"]``
+* ``"{folder_album(>)}"`` renders to ``["Folder1>Album1"]``
+* ``"{folder_album()}"`` renders to ``["Folder1Album1"]``
+
+`[find,replace]`: optional text replacement to perform on rendered template value.  For example, to replace "/" in an album name, you could use the template `"{album[/,-]}"`.  Multiple replacements can be made by appending "|" and adding another find|replace pair.  e.g. to replace both "/" and ":" in album name: ``"{album[/,-|:,-]}"``.  find/replace pairs are not limited to single characters.  The "|" character cannot be used in a find/replace pair.
+
+`conditional`: optional conditional expression that is evaluated as boolean (True/False) for use with the `?bool_value` modifier.  Conditional expressions take the form '`not operator value`' where `not` is an optional modifier that negates the `operator`.  Note: the space before the conditional expression is required if you use a conditional expression.  Valid comparison operators are:
+
+
+* ``contains``\ : template field contains value, similar to python's ``in``
+* `matches`: template field contains exactly value, unlike `contains`: does not match partial matches
+* ``startswith``\ : template field starts with value
+* ``endswith``\ : template field ends with value
+* ``<=``\ : template field is less than or equal to value
+* ``>=``\ : template field is greater than or equal to value
+* ``<``\ : template field is less than value
+* ``>``\ : template field is greater than value
+* ``==``\ : template field equals value
+* ``!=``\ : template field does not equal value
+
+The ``value`` part of the conditional expression is treated as a bare (unquoted) word/phrase.  Multiple values may be separated by '|' (the pipe symbol).  ``value`` is itself a template statement so you can use one or more template fields in ``value`` which will be resolved before the comparison occurs.
+
+For example:
+
+
+* ``{keyword matches Beach}`` resolves to True if 'Beach' is a keyword. It would not match keyword 'BeachDay'.
+* ``{keyword contains Beach}`` resolves to True if any keyword contains the word 'Beach' so it would match both 'Beach' and 'BeachDay'.
+* ``{photo.score.overall > 0.7}`` resolves to True if the photo's overall aesthetic score is greater than 0.7.
+* ``{keyword|lower contains beach}`` uses the lower case filter to do case-insensitive matching to match any keyword that contains the word 'beach'.
+* ``{keyword|lower not contains beach}`` uses the ``not`` modifier to negate the comparison so this resolves to True if there is no keyword that matches 'beach'.
+
+Examples: to export photos that contain certain keywords with the ``osxphotos export`` command's ``--directory`` option:
+
+``--directory "{keyword|lower matches travel|vacation?Travel-Photos,Not-Travel-Photos}"``
+
+This exports any photo that has keywords 'travel' or 'vacation' into a directory 'Travel-Photos' and all other photos into directory 'Not-Travel-Photos'.
+
+This can be used to rename files as well, for example:
+``--filename "{favorite?Favorite-{original_name},{original_name}}"``
+
+This renames any photo that is a favorite as 'Favorite-ImageName.jpg' (where 'ImageName.jpg' is the original name of the photo) and all other photos with the unmodified original name.
+
+``?bool_value``\ : Template fields may be evaluated as boolean (True/False) by appending "?" after the field name (and following "(path_sep)" or "[find/replace]".  If a field is True (e.g. photo is HDR and field is ``"{hdr}"``\ ) or has any value, the value following the "?" will be used to render the template instead of the actual field value.  If the template field evaluates to False (e.g. in above example, photo is not HDR) or has no value (e.g. photo has no title and field is ``"{title}"``\ ) then the default value following a "," will be used.  
+
+e.g. if photo is an HDR image,
+
+
+* ``"{hdr?ISHDR,NOTHDR}"`` renders to ``"ISHDR"``
+
+and if it is not an HDR image,
+
+
+* ``"{hdr?ISHDR,NOTHDR}"`` renders to ``"NOTHDR"``
+
+``,default``\ : optional default value to use if the template name has no value.  This modifier is also used for the value if False for boolean-type fields (see above) as well as to hold a sub-template for values like ``{created.strftime}``.  If no default value provided, "_" is used.
+
+e.g., if photo has no title set,
+
+
+* ``"{title}"`` renders to "_"
+* ``"{title,I have no title}"`` renders to ``"I have no title"``
+
+Template fields such as ``created.strftime`` use the default value to pass the template to use for ``strftime``.  
+
+e.g., if photo date is 4 February 2020, 19:07:38,
+
+
+* ``"{created.strftime,%Y-%m-%d-%H%M%S}"`` renders to ``"2020-02-04-190738"``
+
+Some template fields such as ``"{media_type}"`` use the default value to allow customization of the output. For example, ``"{media_type}"`` resolves to the special media type of the photo such as ``panorama`` or ``selfie``.  You may use the default value to override these in form: ``"{media_type,video=vidéo;time_lapse=vidéo_accélérée}"``. In this example, if photo was a time_lapse photo, ``media_type`` would resolve to ``vidéo_accélérée`` instead of ``time_lapse``.
+
+Either or both bool_value or default (False value) may be empty which would result in empty string ``""`` when rendered.
+
+If you want to include "{" or "}" in the output, use "{openbrace}" or "{closebrace}" template substitution.
+
+e.g. ``"{created.year}/{openbrace}{title}{closebrace}"`` would result in ``"2020/{Photo Title}"``.
+
+Template Substitutions
+----------------------
+
+.. list-table::
+   :header-rows: 1
+
+   * - Field
+     - Description
+   * - {name}
+     - Current filename of the photo
+   * - {original_name}
+     - Photo's original filename when imported to Photos
+   * - {title}
+     - Title of the photo
+   * - {descr}
+     - Description of the photo
+   * - {media_type}
+     - Special media type resolved in this precedence: selfie, time_lapse, panorama, slow_mo, screenshot, portrait, live_photo, burst, photo, video. Defaults to 'photo' or 'video' if no special type. Customize one or more media types using format: '{media_type,video=vidéo;time_lapse=vidéo_accélérée}'
+   * - {photo_or_video}
+     - 'photo' or 'video' depending on what type the image is. To customize, use default value as in '{photo_or_video,photo=fotos;video=videos}'
+   * - {hdr}
+     - Photo is HDR?; True/False value, use in format '{hdr?VALUE_IF_TRUE,VALUE_IF_FALSE}'
+   * - {edited}
+     - True if photo has been edited (has adjustments), otherwise False; use in format '{edited?VALUE_IF_TRUE,VALUE_IF_FALSE}'
+   * - {edited_version}
+     - True if template is being rendered for the edited version of a photo, otherwise False.
+   * - {favorite}
+     - Photo has been marked as favorite?; True/False value, use in format '{favorite?VALUE_IF_TRUE,VALUE_IF_FALSE}'
+   * - {created.date}
+     - Photo's creation date in ISO format, e.g. '2020-03-22'
+   * - {created.year}
+     - 4-digit year of photo creation time
+   * - {created.yy}
+     - 2-digit year of photo creation time
+   * - {created.mm}
+     - 2-digit month of the photo creation time (zero padded)
+   * - {created.month}
+     - Month name in user's locale of the photo creation time
+   * - {created.mon}
+     - Month abbreviation in the user's locale of the photo creation time
+   * - {created.dd}
+     - 2-digit day of the month (zero padded) of photo creation time
+   * - {created.dow}
+     - Day of week in user's locale of the photo creation time
+   * - {created.doy}
+     - 3-digit day of year (e.g Julian day) of photo creation time, starting from 1 (zero padded)
+   * - {created.hour}
+     - 2-digit hour of the photo creation time
+   * - {created.min}
+     - 2-digit minute of the photo creation time
+   * - {created.sec}
+     - 2-digit second of the photo creation time
+   * - {created.strftime}
+     - Apply strftime template to file creation date/time. Should be used in form {created.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {created.strftime,%Y-%U} would result in year-week number of year: '2020-23'. If used with no template will return null value. See https://strftime.org/ for help on strftime templates.
+   * - {modified.date}
+     - Photo's modification date in ISO format, e.g. '2020-03-22'; uses creation date if photo is not modified
+   * - {modified.year}
+     - 4-digit year of photo modification time; uses creation date if photo is not modified
+   * - {modified.yy}
+     - 2-digit year of photo modification time; uses creation date if photo is not modified
+   * - {modified.mm}
+     - 2-digit month of the photo modification time (zero padded); uses creation date if photo is not modified
+   * - {modified.month}
+     - Month name in user's locale of the photo modification time; uses creation date if photo is not modified
+   * - {modified.mon}
+     - Month abbreviation in the user's locale of the photo modification time; uses creation date if photo is not modified
+   * - {modified.dd}
+     - 2-digit day of the month (zero padded) of the photo modification time; uses creation date if photo is not modified
+   * - {modified.dow}
+     - Day of week in user's locale of the photo modification time; uses creation date if photo is not modified
+   * - {modified.doy}
+     - 3-digit day of year (e.g Julian day) of photo modification time, starting from 1 (zero padded); uses creation date if photo is not modified
+   * - {modified.hour}
+     - 2-digit hour of the photo modification time; uses creation date if photo is not modified
+   * - {modified.min}
+     - 2-digit minute of the photo modification time; uses creation date if photo is not modified
+   * - {modified.sec}
+     - 2-digit second of the photo modification time; uses creation date if photo is not modified
+   * - {modified.strftime}
+     - Apply strftime template to file modification date/time. Should be used in form {modified.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {modified.strftime,%Y-%U} would result in year-week number of year: '2020-23'. If used with no template will return null value. Uses creation date if photo is not modified. See https://strftime.org/ for help on strftime templates.
+   * - {today.date}
+     - Current date in iso format, e.g. '2020-03-22'
+   * - {today.year}
+     - 4-digit year of current date
+   * - {today.yy}
+     - 2-digit year of current date
+   * - {today.mm}
+     - 2-digit month of the current date (zero padded)
+   * - {today.month}
+     - Month name in user's locale of the current date
+   * - {today.mon}
+     - Month abbreviation in the user's locale of the current date
+   * - {today.dd}
+     - 2-digit day of the month (zero padded) of current date
+   * - {today.dow}
+     - Day of week in user's locale of the current date
+   * - {today.doy}
+     - 3-digit day of year (e.g Julian day) of current date, starting from 1 (zero padded)
+   * - {today.hour}
+     - 2-digit hour of the current date
+   * - {today.min}
+     - 2-digit minute of the current date
+   * - {today.sec}
+     - 2-digit second of the current date
+   * - {today.strftime}
+     - Apply strftime template to current date/time. Should be used in form {today.strftime,TEMPLATE} where TEMPLATE is a valid strftime template, e.g. {today.strftime,%Y-%U} would result in year-week number of year: '2020-23'. If used with no template will return null value. See https://strftime.org/ for help on strftime templates.
+   * - {place.name}
+     - Place name from the photo's reverse geolocation data, as displayed in Photos
+   * - {place.country_code}
+     - The ISO country code from the photo's reverse geolocation data
+   * - {place.name.country}
+     - Country name from the photo's reverse geolocation data
+   * - {place.name.state_province}
+     - State or province name from the photo's reverse geolocation data
+   * - {place.name.city}
+     - City or locality name from the photo's reverse geolocation data
+   * - {place.name.area_of_interest}
+     - Area of interest name (e.g. landmark or public place) from the photo's reverse geolocation data
+   * - {place.address}
+     - Postal address from the photo's reverse geolocation data, e.g. '2007 18th St NW, Washington, DC 20009, United States'
+   * - {place.address.street}
+     - Street part of the postal address, e.g. '2007 18th St NW'
+   * - {place.address.city}
+     - City part of the postal address, e.g. 'Washington'
+   * - {place.address.state_province}
+     - State/province part of the postal address, e.g. 'DC'
+   * - {place.address.postal_code}
+     - Postal code part of the postal address, e.g. '20009'
+   * - {place.address.country}
+     - Country name of the postal address, e.g. 'United States'
+   * - {place.address.country_code}
+     - ISO country code of the postal address, e.g. 'US'
+   * - {searchinfo.season}
+     - Season of the year associated with a photo, e.g. 'Summer'; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {exif.camera_make}
+     - Camera make from original photo's EXIF information as imported by Photos, e.g. 'Apple'
+   * - {exif.camera_model}
+     - Camera model from original photo's EXIF information as imported by Photos, e.g. 'iPhone 6s'
+   * - {exif.lens_model}
+     - Lens model from original photo's EXIF information as imported by Photos, e.g. 'iPhone 6s back camera 4.15mm f/2.2'
+   * - {moment}
+     - The moment title of the photo
+   * - {uuid}
+     - Photo's internal universally unique identifier (UUID) for the photo, a 36-character string unique to the photo, e.g. '128FB4C6-0B16-4E7D-9108-FB2E90DA1546'
+   * - {id}
+     - A unique number for the photo based on its primary key in the Photos database. A sequential integer, e.g. 1, 2, 3...etc.  Each asset associated with a photo (e.g. an image and Live Photo preview) will share the same id. May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use '{id:05d}' which results in 00001, 00002, 00003...etc.
+   * - {album_seq}
+     - An integer, starting at 0, indicating the photo's index (sequence) in the containing album. Only valid when used in a '--filename' template and only when '{album}' or '{folder_album}' is used in the '--directory' template. For example '--directory "{folder_album}" --filename "{album\ *seq}*\ {original_name}"'. To start counting at a value other than 0, append append a period and the starting value to the field name.  For example, to start counting at 1 instead of 0: '{album_seq.1}'. May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use '{album_seq:05d}' which results in 00000, 00001, 00002...etc. This may result in incorrect sequences if you have duplicate albums with the same name; see also '{folder_album_seq}'.
+   * - {folder_album_seq}
+     - An integer, starting at 0, indicating the photo's index (sequence) in the containing album and folder path. Only valid when used in a '--filename' template and only when '{folder_album}' is used in the '--directory' template. For example '--directory "{folder_album}" --filename "{folder_album\ *seq}*\ {original_name}"'. To start counting at a value other than 0, append append a period and the starting value to the field name.  For example, to start counting at 1 instead of 0: '{folder_album_seq.1}' May be formatted using a python string format code. For example, to format as a 5-digit integer and pad with zeros, use '{folder_album_seq:05d}' which results in 00000, 00001, 00002...etc. This may result in incorrect sequences if you have duplicate albums with the same name in the same folder; see also '{album_seq}'.
+   * - {comma}
+     - A comma: ','
+   * - {semicolon}
+     - A semicolon: ';'
+   * - {questionmark}
+     - A question mark: '?'
+   * - {pipe}
+     - A vertical pipe: '|'
+   * - {openbrace}
+     - An open brace: '{'
+   * - {closebrace}
+     - A close brace: '}'
+   * - {openparens}
+     - An open parentheses: '('
+   * - {closeparens}
+     - A close parentheses: ')'
+   * - {openbracket}
+     - An open bracket: '['
+   * - {closebracket}
+     - A close bracket: ']'
+   * - {newline}
+     - A newline: '\n'
+   * - {lf}
+     - A line feed: '\n', alias for {newline}
+   * - {cr}
+     - A carriage return: '\r'
+   * - {crlf}
+     - a carriage return + line feed: '\r\n'
+   * - {osxphotos_version}
+     - The osxphotos version, e.g. '0.49.2'
+   * - {osxphotos_cmd_line}
+     - The full command line used to run osxphotos
+   * - {album}
+     - Album(s) photo is contained in
+   * - {folder_album}
+     - Folder path + album photo is contained in. e.g. 'Folder/Subfolder/Album' or just 'Album' if no enclosing folder
+   * - {project}
+     - Project(s) photo is contained in (such as greeting cards, calendars, slideshows)
+   * - {album_project}
+     - Album(s) and project(s) photo is contained in; treats projects as regular albums
+   * - {folder_album_project}
+     - Folder path + album (includes projects as albums) photo is contained in. e.g. 'Folder/Subfolder/Album' or just 'Album' if no enclosing folder
+   * - {keyword}
+     - Keyword(s) assigned to photo
+   * - {person}
+     - Person(s) / face(s) in a photo
+   * - {label}
+     - Image categorization label associated with a photo (Photos 5+ only). Labels are added automatically by Photos using machine learning algorithms to categorize images. These are not the same as {keyword} which refers to the user-defined keywords/tags applied in Photos.
+   * - {label_normalized}
+     - All lower case version of 'label' (Photos 5+ only)
+   * - {comment}
+     - Comment(s) on shared Photos; format is 'Person name: comment text' (Photos 5+ only)
+   * - {exiftool}
+     - Format: '{exiftool:GROUP:TAGNAME}'; use exiftool (https://exiftool.org) to extract metadata, in form GROUP:TAGNAME, from image.  E.g. '{exiftool:EXIF:Make}' to get camera make, or {exiftool:IPTC:Keywords} to extract keywords. See https://exiftool.org/TagNames/ for list of valid tag names.  You must specify group (e.g. EXIF, IPTC, etc) as used in ``exiftool -G``. exiftool must be installed in the path to use this template.
+   * - {searchinfo.holiday}
+     - Holiday names associated with a photo, e.g. 'Christmas Day'; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {searchinfo.activity}
+     - Activities associated with a photo, e.g. 'Sporting Event'; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {searchinfo.venue}
+     - Venues associated with a photo, e.g. name of restaurant; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {searchinfo.venue_type}
+     - Venue types associated with a photo, e.g. 'Restaurant'; (Photos 5+ only, applied automatically by Photos' image categorization algorithms).
+   * - {photo}
+     - Provides direct access to the PhotoInfo object for the photo. Must be used in format '{photo.property}' where 'property' represents a PhotoInfo property. For example: '{photo.favorite}' is the same as '{favorite}' and '{photo.place.name}' is the same as '{place.name}'. '{photo}' provides access to properties that are not available as separate template fields but it assumes some knowledge of the underlying PhotoInfo class.  See https://rhettbull.github.io/osxphotos/ for additional documentation on the PhotoInfo class.
+   * - {detected_text}
+     - List of text strings found in the image after performing text detection. Using '{detected_text}' will cause osxphotos to perform text detection on your photos using the built-in macOS text detection algorithms which will slow down your export. The results for each photo will be cached in the export database so that future exports with '--update' do not need to reprocess each photo. You may pass a confidence threshold value between 0.0 and 1.0 after a colon as in '{detected_text:0.5}'; The default confidence threshold is 0.75. '{detected_text}' works only on macOS Catalina (10.15) or later. Note: this feature is not the same thing as Live Text in macOS Monterey, which osxphotos does not yet support.
+   * - {shell_quote}
+     - Use in form '{shell_quote,TEMPLATE}'; quotes the rendered TEMPLATE value(s) for safe usage in the shell, e.g. My file.jpeg => 'My file.jpeg'; only adds quotes if needed.
+   * - {strip}
+     - Use in form '{strip,TEMPLATE}'; strips whitespace from begining and end of rendered TEMPLATE value(s).
+   * - {function}
+     - Execute a python function from an external file and use return value as template substitution. Use in format: {function:file.py::function_name} where 'file.py' is the name of the python file and 'function_name' is the name of the function to call. The function will be passed the PhotoInfo object for the photo. See https://github.com/RhetTbull/osxphotos/blob/master/examples/template_function.py for an example of how to implement a template function.
+
--- a/docsrc/source/tutorial.rst
+++ b/docsrc/source/tutorial.rst
@@ -0,0 +1,459 @@
+.. role:: raw-html-m2r(raw)
+   :format: html
+
+
+
+.. raw:: html
+
+   <!-- OSXPHOTOS-TUTORIAL-HEADER:START -->
+
+
+
+OSXPhotos Tutorial
+==================
+
+Overview
+--------
+
+
+.. raw:: html
+
+   <!-- OSXPHOTOS-TUTORIAL-HEADER:END -->
+
+
+
+The design philosophy for osxphotos is "make the easy things easy and make the hard things possible".  To "make the hard things possible", osxphotos is very flexible and has many, many configuration options -- the ``export`` command for example, has over 100 command line options.  Thus, osxphotos may seem daunting at first.  The purpose of this tutorial is to explain a number of common use cases with examples and, hopefully, make osxphotos less daunting to use.  osxphotos includes several commands for retrieving information from your Photos library but the one most users are interested in is the ``export`` command which exports photos from the library so that's the focus of this tutorial.
+
+Export your photos
+------------------
+
+``osxphotos export /path/to/export``
+
+This command exports all your photos to the ``/path/to/export`` directory.
+
+**Note**\ : osxphotos uses the term 'photo' to refer to a generic media asset in your Photos Library.  A photo may be an image, a video file, a combination of still image and video file (e.g. an Apple "Live Photo" which is an image and an associated "live preview" video file), a JPEG image with an associated RAW image, etc.
+
+Export by date
+--------------
+
+While the previous command will export all your photos (and videos--see note above), it probably doesn't do exactly what you want.  In the previous example, all the photos will be exported to a single folder: ``/path/to/export``.  If you have a large library with thousands of images and videos, this likely isn't very useful.  You can use the ``--export-by-date`` option to export photos to a folder structure organized by year, month, day, e.g. ``2021/04/21``\ :
+
+``osxphotos export /path/to/export --export-by-date``
+
+With this command, a photo that was created on 31 May 2015 would be exported to: ``/path/to/export/2015/05/31``
+
+Specify directory structure
+---------------------------
+
+If you prefer a different directory structure for your exported images, osxphotos provides a very flexible :raw-html-m2r:`<!-- OSXPHOTOS-TEMPLATE-SYSTEM-LINK:START -->`\ template system\ :raw-html-m2r:`<!-- OSXPHOTOS-TEMPLATE-SYSTEM-LINK:END -->` that allows you to specify the directory structure using the ``--directory`` option.  For example, this command exported to a directory structure that looks like: ``2015/May`` (4-digit year / month name):
+
+``osxphotos export /path/to/export --directory "{created.year}/{created.month}"``
+
+The string following ``--directory`` is an ``osxphotos template string``.  Template strings are widely used throughout osxphotos and it's worth your time to learn more about them.  In a template string, the values between the curly braces, e.g. ``{created.year}`` are replaced with metadata from the photo being exported.  In this case, ``{created.year}`` is the 4-digit year of the photo's creation date and ``{created.month}`` is the full month name in the user's locale (e.g. ``May``\ , ``mai``\ , etc.).  In the osxphotos template system these are referred to as template fields. The text not included between ``{}`` pairs is interpreted literally, in this case ``/``\ , is a directory separator.
+
+osxphotos provides access to almost all the metadata known to Photos about your images.  For example, Photos performs reverse geolocation lookup on photos that contain GPS coordinates to assign place names to the photo.  Using the ``--directory`` template, you could thus export photos organized by country name:
+
+``osxphotos export /path/to/export --directory "{created.year}/{place.name.country}"``
+
+Of course, some photos might not have an associated place name so the template system allows you specify a default value to use if a template field is null (has no value).
+
+``osxphotos export /path/to/export --directory "{created.year}/{place.name.country,No-Country}"``
+
+The value after the ',' in the template string is the default value, in this case 'No-Country'.  **Note**\ : If you don't specify a default value and a template field is null, osxphotos will use "_" (underscore character) as the default.
+
+Some template fields, such as ``{keyword}``\ , may expand to more than one value.  For example, if a photo has keywords of "Travel" and "Vacation", ``{keyword}`` would expand to "Travel", "Vacation".  When used with ``--directory``\ , this would result in the photo being exported to more than one directory (thus more than one copy of the photo would be exported).  For example, if ``IMG_1234.JPG`` has keywords ``Travel``\ , and ``Vacation`` and you run the following command:
+
+``osxphotos export /path/to/export --directory "{keyword}"``
+
+the exported files would be:
+
+.. code-block::
+
+   /path/to/export/Travel/IMG_1234.JPG
+   /path/to/export/Vacation/IMG_1234.JPG
+
+
+Specify exported filename
+-------------------------
+
+By default, osxphotos will use the original filename of the photo when exporting.  That is, the filename the photo had when it was taken or imported into Photos.  This is often something like ``IMG_1234.JPG`` or ``DSC05678.dng``.  osxphotos allows you to specify a custom filename template using the ``--filename`` option in the same way as ``--directory`` allows you to specify a custom directory name.  For example, Photos allows you specify a title or caption for a photo and you can use this in place of the original filename:
+
+``osxphotos export /path/to/export --filename "{title}"``
+
+The above command will export photos using the title.  Note that you don't need to specify the extension as part of the ``--filename`` template as osxphotos will automatically add the correct file extension.  Some photos might not have a title so in this case, you could use the default value feature to specify a different name for these photos.  For example, to use the title as the filename, but if no title is specified, use the original filename instead:
+
+.. code-block::
+
+   osxphotos export /path/to/export --filename "{title,{original_name}}"
+                                                 │    ││  │ 
+                                                 │    ││  │ 
+        Use photo's title as the filename <──────┘    ││  │
+                                                      ││  │
+               Value after comma will be used <───────┘│  │
+               if title is blank                       │  │
+                                                       │  │
+                         The default value can be <────┘  │
+                         another template field           │
+                                                          │
+             Use photo's original name if no title <──────┘
+
+
+The osxphotos template system also allows for limited conditional logic of the type "If a condition is true then do one thing, otherwise, do a different thing". For example, you can use the ``--filename`` option to name files that are marked as "Favorites" in Photos differently than other files. For example, to add a "#" to the name of every photo that's a favorite:
+
+.. code-block::
+
+   osxphotos export /path/to/export --filename "{original_name}{favorite?#,}"
+                                                 │              │       │││ 
+                                                 │              │       │││ 
+        Use photo's original name as filename <──┘              │       │││
+                                                                │       │││
+             'favorite' is True if photo is a Favorite, <───────┘       │││
+             otherwise, False                                           │││
+                                                                        │││
+                              '?' specifies a conditional <─────────────┘││
+                                                                         ││
+                    Value immediately following ? will be used if <──────┘│
+                    preceding template field is True or non-blank         │
+                                                                          │
+                 Value immediately following comma will be used if <──────┘
+                 template field is False or blank (null); in this case
+                 no value is specified so a blank string "" will be used
+
+
+Like with ``--directory``\ , using a multi-valued template field such as ``{keyword}`` may result in more than one copy of a photo being exported.  For example, if ``IMG_1234.JPG`` has keywords ``Travel``\ , and ``Vacation`` and you run the following command:
+
+``osxphotos export /path/to/export --filename "{keyword}-{original_name}"``
+
+the exported files would be:
+
+.. code-block::
+
+   /path/to/export/Travel-IMG_1234.JPG
+   /path/to/export/Vacation-IMG_1234.JPG
+
+
+Edited photos
+-------------
+
+If a photo has been edited in Photos (e.g. cropped, adjusted, etc.) there will be both an original image and an edited image in the Photos Library.  By default, osxphotos will export both the original and the edited image.  To distinguish between them, osxphotos will append "_edited" to the edited image.  For example, if the original image was named ``IMG_1234.JPG``\ , osxphotos will export the original as ``IMG_1234.JPG`` and the edited version as ``IMG_1234_edited.jpeg``.  **Note:** Photos changes the extension of edited images to ".jpeg" even if the original was named ".JPG".  You can change the suffix appended to edited images using the ``--edited-suffix`` option:
+
+``osxphotos export /path/to/export --edited-suffix "_EDIT"``
+
+In this example, the edited image would be named ``IMG_1234_EDIT.jpeg``.  Like many options in osxphotos, the ``--edited-suffix`` option can evaluate an osxphotos template string so you could append the modification date (the date the photo was edited) to all edited photos using this command:
+
+``osxphotos export /path/to/export --edited-suffix "_{modified.year}-{modified.mm}-{modified.dd}"``
+
+In this example, if the photo was edited on 21 April 2021, the name of the exported file would be: ``IMG_1234_2021-04-21.jpeg``.
+
+You can tell osxphotos to not export edited photos (that is, only export the original unedited photos) using ``--skip-edited``\ :
+
+``osxphotos export /path/to/export --skip-edited``
+
+You can also tell osxphotos to export either the original photo (if the photo has not been edited) or the edited photo (if it has been edited), but not both, using the ``--skip-original-if-edited`` option:
+
+``osxphotos export /path/to/export --skip-original-if-edited``
+
+As mentioned above, Photos renames JPEG images that have been edited with the ".jpeg" extension.  Some applications use ".JPG" and others use ".jpg" or ".JPEG".  You can use the ``--jpeg-ext`` option to have osxphotos rename all JPEG files with the same extension.  Valid values are jpeg, jpg, JPEG, JPG; e.g. ``--jpeg-ext jpg`` to use '.jpg' for all JPEGs.
+
+``osxphotos export /path/to/export --jpeg-ext jpg``
+
+Specifying the Photos library
+-----------------------------
+
+All the above commands operate on the default Photos library.  Most users only use a single Photos library which is also known as the System Photo Library.  It is possible to use Photos with more than one library.  For example, if you hold down the "Option" key while opening Photos, you can select an alternate Photos library.  If you don't specify which library to use, osxphotos will try find the last opened library.  Occasionally it can't determine this and in that case, it will use the System Photos Library.  If you use more than one Photos library and want to explicitly specify which library to use, you can do so with the ``--db`` option. (db is short for database and is so named because osxphotos operates on the database that Photos uses to manage your Photos library).
+
+``osxphotos export /path/to/export --db ~/Pictures/MyAlternateLibrary.photoslibrary``
+
+Missing photos
+--------------
+
+osxphotos works by copying photos out of the Photos library folder to export them.  You may see osxphotos report that one or more photos are missing and thus could not be exported.  One possible reason for this is that you are using iCloud to synch your Photos library and Photos either hasn't yet synched the cloud library to the local Mac or you have Photos configured to "Optimize Mac Storage" in Photos Preferences. Another reason is that even if you have Photos configured to download originals to the Mac, Photos does not always download photos from shared albums or original screenshots to the Mac.  
+
+If you encounter missing photos you can tell osxphotos to download the missing photos from iCloud using the ``--download-missing`` option.  ``--download-missing`` uses AppleScript to communicate with Photos and tell it to download the missing photos.  Photos' AppleScript interface is somewhat buggy and you may find that Photos crashes.  In this case, osxphotos will attempt to restart Photos to resume the download process.  There's also an experimental ``--use-photokit`` option that will communicate with Photos using a different "PhotoKit" interface.  This option must be used together with ``--download-missing``\ :
+
+``osxphotos export /path/to/export --download-missing``
+
+``osxphotos export /path/to/export --download-missing --use-photokit``
+
+Exporting to external disks
+---------------------------
+
+If you are exporting to an external network attached storage (NAS) device, you may encounter errors if the network connection is unreliable.  In this case, you can use the ``--retry`` option so that osxphotos will automatically retry the export.  Use ``--retry`` with a number that specifies the number of times to retry the export:
+
+``osxphotos export /path/to/export --retry 3``
+
+In this example, osxphotos will attempt to export a photo up to 3 times if it encounters an error.
+
+In addition to ``--retry``\ , the ``--exportdb`` and ``--ramdb`` may improve performance when exporting to an external disk or a NAS. When osxphotos exports photos, it creates an export database file named ``.osxphotos_export.db`` in the export folder which osxphotos uses to keep track of which photos have been exported.  This allows you to restart and export and to use ``--update`` to update an existing export. If the connection to the export location is slow or flaky, having the export database located on the export disk may decrease performance.  In this case, you can use ``--exportdb DBPATH`` to instruct osxphotos to store the export database at DBPATH. If using this option, I recommend putting the export database on your Mac system disk (for example, in your home directory). If you intend to use ``--update`` to update the export in the future, you must remember where the export database is and use the ``--exportdb`` option every time you update the export.
+
+Another alternative to using ``--exportdb`` is to use ``--ramdb``.  This option instructs osxphotos to use a RAM database instead of a file on disk.  The RAM database is much faster than the file on disk and doesn't require osxphotos to access the network drive to query or write to the database.  When osxphotos completes the export it will write the RAM database to the export location. This can offer a significant performance boost but you will lose state information if osxphotos crashes or is interrupted during export.
+
+Exporting metadata with exported photos
+---------------------------------------
+
+Photos tracks a tremendous amount of metadata associated with photos in the library such as keywords, faces and persons, reverse geolocation data, and image classification labels.  Photos' native export capability does not preserve most of this metadata.  osxphotos can, however, access and preserve almost all the metadata associated with photos.  Using the free `\ ``exiftool`` <https://exiftool.org/>`_ app, osxphotos can write metadata to exported photos.  Follow the instructions on the exiftool website to install exiftool then you can use the ``--exiftool`` option to write metadata to exported photos:
+
+``osxphotos export /path/to/export --exiftool``
+
+This will write basic metadata such as keywords, persons, and GPS location to the exported files.  osxphotos includes several additional options that can be used in conjunction with ``--exiftool`` to modify the metadata that is written by ``exiftool``. For example, you can use the ``--keyword-template`` option to specify custom keywords (again, via the osxphotos template system).  For example, to use the folder and album a photo is in to create hierarchical keywords in the format used by Lightroom Classic:
+
+.. code-block::
+
+   osxphotos export /path/to/export --exiftool --keyword-template "{folder_album(>)}"
+                                                                    │            │
+                                                                    │            │ 
+                          folder_album results in the folder(s)  <──┘            │    
+                          and album a photo is contained in                      │  
+                                                                                 │     
+                          The value in () is used as the path separator  <───────┘     
+                          for joining the folders and albums.  For example, 
+                          if photo is in Folder1/Folder2/Album, (>) produces
+                          "Folder1>Folder2>Album" which some programs, such as
+                          Lightroom Classic, treat as hierarchical keywords
+
+
+The above command will write all the regular metadata that ``--exiftool`` normally writes to the file upon export but will also add an additional keyword in the exported metadata in the form "Folder1>Folder2>Album".  If you did not include the ``(>)`` in the template string (e.g. ``{folder_album}``\ ), folder_album would render in form "Folder1/Folder2/Album".
+
+A powerful feature of Photos is that it uses machine learning algorithms to automatically classify or label photos.  These labels are used when you search for images in Photos but are not otherwise available to the user.  osxphotos is able to read all the labels associated with a photo and makes those available through the template system via the ``{label}``.  Think of these as automatic keywords as opposed to the keywords you assign manually in Photos.  One common use case is to use the automatic labels to create new keywords when exporting images so that these labels are embedded in the image's metadata:
+
+``osxphotos export /path/to/export --exiftool --keyword-template "{label}"``
+
+**Note**\ : When evaluating templates for ``--directory`` and ``--filename``\ , osxphotos inserts the automatic default value "_" for any template field which is null (empty or blank).  This is to ensure that there's never a null directory or filename created.  For metadata templates such as ``--keyword-template``\ , osxphotos does not provide an automatic default value thus if the template field is null, no keyword would be created.  Of course, you can provide a default value if desired and osxphotos will use this.  For example, to add "nolabel" as a keyword for any photo that doesn't have labels:
+
+``osxphotos export /path/to/export --exiftool --keyword-template "{label,nolabel}"``
+
+Sidecar files
+-------------
+
+Another way to export metadata about your photos is through the use of sidecar files.  These are files that have the same name as your photo (but with a different extension) and carry the metadata.  Many digital asset management applications (for example, PhotoPrism, Lightroom, Digikam, etc.) can read or write sidecar files.  osxphotos can export metadata in exiftool compatible JSON and XMP formats using the ``--sidecar`` option.  For example, to output metadata to XMP sidecars:
+
+``osxphotos export /path/to/export --sidecar XMP``
+
+Unlike ``--exiftool``\ , you do not need to install exiftool to use the ``--sidecar`` feature.  Many of the same configuration options that apply to ``--exiftool`` to modify metadata, for example, ``--keyword-template`` can also be used with ``--sidecar``.  
+
+Sidecar files are named "photoname.ext.sidecar_ext".  For example, if the photo is named ``IMG_1234.JPG`` and the sidecar format is XMP, the sidecar would be named ``IMG_1234.JPG.XMP``.  Some applications expect the sidecar in this case to be named ``IMG_1234.XMP``.  You can use the ``-sidecar-drop-ext`` option to force osxphotos to name the sidecar files in this manner:
+
+``osxphotos export /path/to/export --sidecar XMP -sidecar-drop-ext``
+
+Updating a previous export
+--------------------------
+
+If you want to use osxphotos to perform periodic backups of your Photos library rather than a one-time export, use the ``--update`` option.  When ``osxphotos export`` is run, it creates a database file named ``.osxphotos_export.db`` in the export folder.  (\ **Note** Because the filename starts with a ".", you won't see it in Finder which treats "dot-files" like this as hidden.  You will see the file in the Terminal.) . If you run osxphotos with the ``--update`` option, it will look for this database file and, if found, use it to retrieve state information from the last time it was run to only export new or changed files.  For example:
+
+``osxphotos export /path/to/export --update``
+
+will read the export database located in ``/path/to/export/.osxphotos_export.db`` and only export photos that have been added or changed since the last time osxphotos was run.  You can run osxphotos with the ``--update`` option even if it's never been run before.  If the database isn't found, osxphotos will create it.  If you run ``osxphotos export`` without ``--update`` in a folder where you had previously exported photos, it will re-export all the photos.  If your intent is to keep a periodic backup of your Photos Library up to date with osxphotos, you should always use ``--update``.
+
+If your workflow involves moving files out of the export directory (for example, you move them into a digital asset management app) but you want to use the features of ``--update``\ , you can use the ``--only-new`` with ``--update`` to force osxphotos to only export photos that are new (added to the library) since the last update.  In this case, osxphotos will ignore the previously exported files that are now missing.  Without ``--only-new``\ , osxphotos would see that previously exported files are missing and re-export them.
+
+``osxphotos export /path/to/export --update --only-new``
+
+If your workflow involves editing the images you exported from Photos but you still want to maintain a backup with ``--update``\ , you should use the ``--ignore-signature`` option.  ``--ignore-signature`` instructs osxphotos to ignore the file's signature (for example, size and date modified) when deciding which files should be updated with ``--update``.  If you edit a file in the export directory and then run ``--update`` without ``--ignore-signature``\ , osxphotos will see that the file is different than the one in the Photos library and re-export it.
+
+``osxphotos export /path/to/export --update --ignore-signature``
+
+Dry Run
+-------
+
+You can use the ``--dry-run`` option to have osxphotos "dry run" or test an export without actually exporting any files.  When combined with the ``--verbose`` option, which causes osxphotos to print out details of every file being exported, this can be a useful tool for testing your export options before actually running a full export.  For example, if you are learning the template system and want to verify that your ``--directory`` and ``--filename`` templates are correct, ``--dry-run --verbose`` will print out the name of each file being exported.
+
+``osxphotos export /path/to/export --dry-run --verbose``
+
+Creating a report of all exported files
+---------------------------------------
+
+You can use the ``--report`` option to create a report, in comma-separated values (CSV) format that will list the details of all files that were exported, skipped, missing, etc. This file format is compatible with programs such as Microsoft Excel.  Provide the name of the report after the ``--report`` option:
+
+``osxphotos export /path/to/export --report export.csv``
+
+Exporting only certain photos
+-----------------------------
+
+By default, osxphotos will export your entire Photos library.  If you want to export only certain photos, osxphotos provides a rich set of "query options" that allow you to query the Photos database to filter out only certain photos that match your query criteria.  The tutorial does not cover all the query options as there are over 50 of them--read the help text (\ ``osxphotos help export``\ ) to better understand the available query options.  No matter which subset of photos you would like to export, there is almost certainly a way for osxphotos to filter these.  For example, you can filter for only images that contain certain keywords or images without a title, images from a specific time of day or specific date range, images contained in specific albums, etc.
+
+For example, to export only photos with keyword ``Travel``\ :
+
+``osxphotos export /path/to/export --keyword "Travel"``
+
+Like many options in osxphotos, ``--keyword`` (and most other query options) can be repeated to search for more than one term.  For example, to find photos with keyword ``Travel`` *or* keyword ``Vacation``\ :
+
+``osxphotos export /path/to/export --keyword "Travel" --keyword "Vacation"``
+
+To export only photos contained in the album "Summer Vacation":
+
+``osxphotos export /path/to/export --album "Summer Vacation"``
+
+In Photos, it's possible to have multiple albums with the same name. In this case, osxphotos would export photos from all albums matching the value passed to ``--album``.  If you wanted to export only one of the albums and this album is in a folder, the ``--regex`` option (short for "regular expression"), which does pattern matching, could be used with the ``{folder_album}`` template to match the specific album.  For example, if you had a "Summer Vacation" album inside the folder "2018" and also one with the same name inside the folder "2019", you could export just the album "2018/Summer Vacation" using this command:
+
+``osxphotos export /path/to/export --regex "2018/Summer Vacation" "{folder_album}"``
+
+This command matches the pattern "2018/Summer Vacation" against the full folder/album path for every photo.
+
+There are also a number of query options to export only certain types of photos.  For example, to export only photos taken with iPhone "Portrait Mode":
+
+``osxphotos export /path/to/export --portrait``
+
+You can also export photos in a certain date range:
+
+``osxphotos export /path/to/export --from-date "2020-01-01" --to-date "2020-02-28"``
+
+or photos added to the library in the last week:
+
+``osxphotos export /path/to/export --added-in-last "1 week"``
+
+Converting images to JPEG on export
+-----------------------------------
+
+Photos can store images in many different formats.  osxphotos can convert non-JPEG images (for example, RAW photos) to JPEG on export using the ``--convert-to-jpeg`` option.  You can specify the JPEG quality (0: worst, 1.0: best) using ``--jpeg-quality``.  For example:
+
+``osxphotos export /path/to/export --convert-to-jpeg --jpeg-quality 0.9``
+
+Finder attributes
+-----------------
+
+In addition to using ``exiftool`` to write metadata directly to the image metadata, osxphotos can write certain metadata that is available to the Finder and Spotlight but does not modify the actual image file.  This is done through something called extended attributes which are stored in the filesystem with a file but do not actually modify the file itself. Finder tags and Finder comments are common examples of these.
+
+osxphotos can, for example, write any keywords in the image to Finder tags so that you can search for images in Spotlight or the Finder using the ``tag:tagname`` syntax:
+
+``osxphotos export /path/to/export --finder-tag-keywords``
+
+``--finder-tag-keywords`` also works with ``--keyword-template`` as described above in the section on ``exiftool``\ :
+
+``osxphotos export /path/to/export --finder-tag-keywords --keyword-template "{label}"``
+
+The ``--xattr-template`` option allows you to set a variety of other extended attributes.  It is used in the format ``--xattr-template ATTRIBUTE TEMPLATE`` where ATTRIBUTE is one of 'authors','comment', 'copyright', 'description', 'findercomment', 'headline', 'keywords'.
+
+For example, to set Finder comment to the photo's title and description:
+
+``osxphotos export /path/to/export --xattr-template findercomment "{title}{newline}{descr}"``
+
+In the template string above, ``{newline}`` instructs osxphotos to insert a new line character ("\n") between the title and description. In this example, if ``{title}`` or ``{descr}`` is empty, you'll get "title\n" or "\ndescription" which may not be desired so you can use more advanced features of the template system to handle these cases:
+
+``osxphotos export /path/to/export --xattr-template findercomment "{title,}{title?{descr?{newline},},}{descr,}"``
+
+Explanation of the template string:
+
+.. code-block::
+
+   {title,}{title?{descr?{newline},},}{descr,}
+    │           │      │ │       │ │  │ 
+    │           │      │ │       │ │  │ 
+    └──> insert title (or nothing if no title) 
+                │      │ │       │ │  │
+                └───> is there a title?
+                       │ │       │ │  │
+                       └───> if so, is there a description? 
+                         │       │ │  │
+                         └───> if so, insert new line 
+                                 │ │  │
+                                 └───> if descr is blank, insert nothing
+                                   │  │ 
+                                   └───> if title is blank, insert nothing
+                                      │
+                                      └───> finally, insert description 
+                                            (or nothing if no description)
+
+
+In this example, ``title?`` demonstrates use of the boolean (True/False) feature of the template system.  ``title?`` is read as "Is the title True (or not blank/empty)?  If so, then the value immediately following the ``?`` is used in place of ``title``.  If ``title`` is blank, then the value immediately following the comma is used instead.  The format for boolean fields is ``field?value if true,value if false``.  Either ``value if true`` or ``value if false`` may be blank, in which case a blank string ("") is used for the value and both may also be an entirely new template string as seen in the above example.  Using this format, template strings may be nested inside each other to form complex ``if-then-else`` statements.
+
+The above example, while complex to read, shows how flexible the osxphotos template system is.  If you invest a little time learning how to use the template system you can easily handle almost any use case you have.
+
+See Extended Attributes section in the help for ``osxphotos export`` for additional information about this feature.
+
+Saving and loading options
+--------------------------
+
+If you repeatedly run a complex osxphotos export command (for example, to regularly back-up your Photos library), you can save all the options to a configuration file for future use (\ ``--save-config FILE``\ ) and then load them (\ ``--load-config FILE``\ ) instead of repeating each option on the command line.
+
+To save the configuration:
+
+``osxphotos export /path/to/export <all your options here> --update --save-config osxphotos.toml``
+
+Then the next to you run osxphotos, you can simply do this:
+
+``osxphotos export /path/to/export --load-config osxphotos.toml``
+
+The configuration file is a plain text file in `TOML <https://toml.io/en/>`_ format so the ``.toml`` extension is standard but you can name the file anything you like.
+
+Run commands on exported photos for post-processing
+---------------------------------------------------
+
+You can use the ``--post-command`` option to run one or more commands against exported files. The ``--post-command`` option takes two arguments: CATEGORY and COMMAND.  CATEGORY is a string that describes which category of file to run the command against.  The available categories are described in the help text available via: ``osxphotos help export``. For example, the ``exported`` category includes all exported photos and the ``skipped`` category includes all photos that were skipped when running export with ``--update``.  COMMAND is an osxphotos template string which will be rendered then passed to the shell for execution.  
+
+For example, the following command generates a log of all exported files and their associated keywords:
+
+``osxphotos export /path/to/export --post-command exported "echo {shell_quote,{filepath}{comma}{,+keyword,}} >> {shell_quote,{export_dir}/exported.txt}"``
+
+The special template field ``{shell_quote}`` ensures a string is properly quoted for execution in the shell.  For example, it's possible that a file path or keyword in this example has a space in the value and if not properly quoted, this would cause an error in the execution of the command. When running commands, the template ``{filepath}`` is set to the full path of the exported file and ``{export_dir}`` is set to the full path of the base export directory.  
+
+Explanation of the template string:
+
+.. code-block::
+
+   {shell_quote,{filepath}{comma}{,+keyword,}}
+    │            │         │      │        │
+    │            │         │      |        │
+    └──> quote everything after comma for proper execution in the shell
+                 │         │      │        │
+                 └───> filepath of the exported file
+                          │       │        │
+                          └───> insert a comma 
+                                  │        │
+                                  └───> join the list of keywords together with a ","
+                                           │
+                                           └───> if no keywords, insert nothing (empty string: "")
+
+
+Another example: if you had ``exiftool`` installed and wanted to wipe all metadata from all exported files, you could use the following:
+
+``osxphotos export /path/to/export --post-command exported "/usr/local/bin/exiftool -all= {filepath|shell_quote}"``
+
+This command uses the ``|shell_quote`` template filter instead of the ``{shell_quote}`` template because the only thing that needs to be quoted is the path to the exported file. Template filters filter the value of the rendered template field.  A number of other filters are available and are described in the help text.
+
+An example from an actual osxphotos user
+----------------------------------------
+
+Here's a comprehensive use case from an actual osxphotos user that integrates many of the concepts discussed in this tutorial (thank-you Philippe for contributing this!):
+
+.. code-block::
+
+   I usually import my iPhone’s photo roll on a more or less regular basis, and it
+   includes photos and videos. As a result, the size ot my Photos library may rise
+   very quickly. Nevertheless, I will tag and geolocate everything as Photos has a
+   quite good keyword management system.
+
+   After a while, I want to take most of the videos out of the library and move them
+   to a separate "videos" folder on a different folder / volume. As I might want to
+   use them in Final Cut Pro, and since Final Cut is able to import Finder tags into
+   its internal library tagging system, I will use osxphotos to do just this.
+
+   Picking the videos can be left to Photos, using a smart folder for instance. Then
+   just add a keyword to all videos to be processed. Here I chose "Quik" as I wanted
+   to spot all videos created on my iPhone using the Quik application (now part of
+   GoPro).
+
+   I want to retrieve my keywords only and make sure they populate the Finder tags, as
+   well as export all the persons identified in the videos by Photos.  I also want to
+   merge any keywords or persons already in the video metadata with the exported
+   metadata.
+
+   Keeping Photo’s edited titles and descriptions and putting both in the Finder
+   comments field in a readable manner is also enabled.
+
+   And I want to keep the file’s creation date (using `--touch-file`).
+
+   Finally, use `--strip` to remove any leading or trailing whitespace from processed
+   template fields.
+
+
+``osxphotos export ~/Desktop/folder for exported videos/ --keyword Quik --only-movies --db /path to my.photoslibrary --touch-file --finder-tag-keywords --person-keyword --xattr-template findercomment "{title}{title?{descr?{newline},},}{descr}" --exiftool-merge-keywords --exiftool-merge-persons --exiftool --strip``
+
+Color Themes
+------------
+
+Some osxphotos commands such as export use color themes to colorize the output to make it more legible. The theme may be specified with the ``--theme`` option. For example: ``osxphotos export /path/to/export --verbose --theme dark`` uses a theme suited for dark terminals. If you don't specify the color theme, osxphotos will select a default theme based on the current terminal settings. You can also specify your own default theme. See ``osxphotos help theme`` for more information on themes and for commands to help manage themes.  Themes are defined in ``.theme`` files in the ``~/.osxphotos/themes`` directory and use style specifications compatible with the `rich <https://rich.readthedocs.io/en/stable/style.html>`_ library.
+
+Conclusion
+----------
+
+osxphotos is very flexible.  If you merely want to backup your Photos library, then spending a few minutes to understand the ``--directory`` option is likely all you need and you can be up and running in minutes.  However, if you have a more complex workflow, osxphotos likely provides options to implement your workflow.  This tutorial does not attempt to cover every option offered by osxphotos but hopefully it provides a good understanding of what kinds of things are possible and where to explore if you want to learn more.
--- a/examples/detect_text_in_photos.py
+++ b/examples/detect_text_in_photos.py
@@ -0,0 +1,22 @@
+"""Use osxphotos and photoscript to find text in photos and update the photo description with detected text"""
+
+import photoscript
+
+import osxphotos
+
+if __name__ == "__main__":
+    # get photos selected in Photos
+    selection = photoscript.PhotosLibrary().selection
+    photosdb = osxphotos.PhotosDB()
+    photos = photosdb.photos(uuid=[s.uuid for s in selection])
+    for photo in photos:
+        detected_text = photo.detected_text()
+        if not detected_text:
+            continue
+        # detected text is tuple of (text, confidence)
+        for text, confidence in detected_text:
+            description = photo.description or ""
+            # set confidence level to whatever you like
+            if confidence > 0.8 and text not in description:
+                print(f"Adding {text} to {photo.original_filename} ({photo.uuid})")
+                photoscript.Photo(photo.uuid).description += f" {text}"
--- a/examples/photo_inspect.py
+++ b/examples/photo_inspect.py
@@ -0,0 +1,90 @@
+"""Print information about one or more items selected in Photos; run with `osxphotos run photo_inspect.py`"""
+
+from time import sleep
+
+import bitmath
+from photoscript import PhotosLibrary
+from rich import print
+
+from osxphotos import PhotoInfo, PhotosDB
+from osxphotos.utils import dd_to_dms_str
+
+
+def get_photo_type(photo: PhotoInfo):
+    """Return a string describing the type of photo"""
+    if photo.ismovie:
+        photo_type = "video"
+    else:
+        raw = "RAW+JPEG " if photo.has_raw else "RAW " if photo.israw else ""
+        photo_type = f"{raw}photo"
+    if photo.burst:
+        photo_type += " burst"
+    if photo.live_photo:
+        photo_type += " live"
+    if photo.selfie:
+        photo_type += " selfie"
+    if photo.panorama:
+        photo_type += " panorama"
+    if photo.hdr:
+        photo_type += " HDR"
+    if photo.screenshot:
+        photo_type += " screenshot"
+    if photo.slow_mo:
+        photo_type += " slow-mo"
+    if photo.time_lapse:
+        photo_type += " time-lapse"
+    if photo.portrait:
+        photo_type += " portrait"
+    return photo_type
+
+
+def inspect_photo(photo: PhotoInfo):
+    """Print info about an osxphotos PhotoInfo object"""
+
+    properties = [
+        f"filename: {photo.original_filename}",
+        f"type: {get_photo_type(photo)}",
+        f"uuid: {photo.uuid}",
+        f"date: {photo.date.isoformat()}",
+        f"dimensions: {photo.height} x {photo.width}",
+        f"file size: {bitmath.Byte(photo.original_filesize).to_MB()}",
+        f"title: {photo.title or '-'}",
+        f"description: {photo.description or '-'}",
+        f"edited: {'✔' if photo.hasadjustments else '-'}",
+        f"keywords: {', '.join(photo.keywords) or '-'}",
+        f"persons: {', '.join(photo.persons) or '-'}",
+        f"location: {', '.join(dd_to_dms_str(*photo.location)) if photo.location[0] else '-'}",
+        f"place: {photo.place.name if photo.place else '-'}",
+        f"categories: {', '.join(photo.labels) or '-'}",
+        f"albums: {', '.join(photo.albums) or '-'}",
+        f"favorite: {'♥' if photo.favorite else '-'}",
+    ]
+    if photo.exif_info:
+        properties.extend(
+            [
+                f"camera: {photo.exif_info.camera_make or '-'} {photo.exif_info.camera_model or '-'}",
+                f"lens: {photo.exif_info.lens_model or '-'}",
+            ]
+        )
+    for property in properties:
+        print(property)
+    print("-" * 20)
+
+
+if __name__ == "__main__":
+    print("Loading Photos Library...")
+    photosdb = PhotosDB()
+    photoslib = PhotosLibrary()
+
+    # keep track of last seen UUIDs so we don't print duplicates
+    last_uuids = []
+    print("Select one or more photos in Photos (press Ctrl+C to quit)")
+    while True:
+        if photos := photoslib.selection:
+            uuids = sorted([photo.uuid for photo in photos])
+            if uuids != last_uuids:
+                for photo in photos:
+                    photoinfo = photosdb.get_photo(photo.uuid)
+                    inspect_photo(photoinfo)
+                last_uuids = uuids
+        sleep(0.200)
--- a/examples/post_function.py
+++ b/examples/post_function.py
@@ -1,10 +1,12 @@
 """ Example function for use with osxphotos export --post-function option """

-from osxphotos import PhotoInfo, ExportResults
+from typing import Callable
+
+from osxphotos import ExportResults, PhotoInfo


 def post_function(
-    photo: PhotoInfo, results: ExportResults, verbose: callable, **kwargs
+    photo: PhotoInfo, results: ExportResults, verbose: Callable, **kwargs
 ):
    """Call this with osxphotos export /path/to/export --post-function post_function.py::post_function
        This will get called immediately after the photo has been exported
@@ -48,6 +50,7 @@ def post_function(
    # exported_album: list of tuples of (filename, album_name) for exported files added to album with --add-exported-to-album
    # skipped_album: list of tuples of (filename, album_name) for skipped files added to album with --add-skipped-to-album
    # missing_album: list of tuples of (filename, album_name) for missing files added to album with --add-missing-to-album
+    # metadata_changed: list of filenames that had metadata changes since last export

    for filename in results.exported:
        # do your processing here
--- a/examples/timewarp_function_example.py
+++ b/examples/timewarp_function_example.py
@@ -0,0 +1,46 @@
+"""Example function for use with `osxphotos timewarp --function`
+
+Call this as: `osxphotos timewarp --function timewarp_function_example.py::get_date_time_timezone`
+"""
+
+from datetime import datetime, timedelta
+from typing import Callable, Optional, Tuple
+
+from photoscript import Photo
+
+
+def get_date_time_timezone(
+    photo: Photo, path: Optional[str], tz_sec: int, tz_name: str, verbose: Callable
+) -> Tuple[datetime, int]:
+    """Example function for use with `osxphotos timewarp --function`
+
+    Args:
+        photo: Photo object
+        path: path to photo, which may be None if photo is not on disk
+        tz_sec: timezone offset from UTC in seconds
+        tz_name: timezone name
+        verbose: function to print verbose messages
+
+    Returns:
+        tuple of (new date/time as datetime.datetime, and new timezone offset from UTC in seconds as int)
+    """
+
+    # this example adds 3 hours to the date/time and subtracts 1 hour from the timezone
+
+    # the photo's date/time can be accessed as photo.date
+    # photo.date is a datetime.datetime object
+    # the date/time is naive (timezone unaware) as will be in local timezone
+    date = photo.date
+
+    # add 3 hours
+    date = date + timedelta(hours=3)
+
+    # subtract 1 hour from timezone
+    timezone = tz_sec - 3600
+
+    # verbose(msg) prints a message to the console if user used --verbose option
+    # otherwise it does nothing
+    # photo's filename can be access as photo.filename
+    verbose(f"Updating {photo.filename} date/time: {date} and timezone: {timezone}")
+
+    return date, timezone
--- a/osxphotos.spec
+++ b/osxphotos.spec
@@ -2,19 +2,28 @@
 # spec file for pyinstaller
 # run `pyinstaller osxphotos.spec`

+
 import os
 import importlib

 pathex = os.getcwd()

+from PyInstaller.utils.hooks import collect_data_files
+
 # include necessary data files
-datas = [
-    ("osxphotos/templates/xmp_sidecar.mako", "osxphotos/templates"),
-    ("osxphotos/templates/xmp_sidecar_beta.mako", "osxphotos/templates"),
-    ("osxphotos/phototemplate.tx", "osxphotos"),
-    ("osxphotos/phototemplate.md", "osxphotos"),
-    ("osxphotos/tutorial.md", "osxphotos"),
-]
+datas = collect_data_files("osxphotos")
+datas.extend(
+    [
+        ("osxphotos/templates/xmp_sidecar.mako", "osxphotos/templates"),
+        ("osxphotos/templates/xmp_sidecar_beta.mako", "osxphotos/templates"),
+        ("osxphotos/phototemplate.tx", "osxphotos"),
+        ("osxphotos/phototemplate.md", "osxphotos"),
+        ("osxphotos/tutorial.md", "osxphotos"),
+        ("osxphotos/exiftool_filetypes.json", "osxphotos"),
+        ("osxphotos/docs", "osxphotos/docs"),
+    ]
+)
+
 package_imports = [["photoscript", ["photoscript.applescript"]]]
 for package, files in package_imports:
    proot = os.path.dirname(importlib.import_module(package).__file__)
--- a/osxphotos/init.py
+++ b/osxphotos/init.py
@@ -1,13 +1,57 @@
+import logging
+
 from ._constants import AlbumSortOrder
 from ._version import __version__
+from .albuminfo import AlbumInfo, ImportInfo, ProjectInfo, FolderInfo
+from .debug import is_debug, set_debug
+from .exifinfo import ExifInfo
 from .exiftool import ExifTool
-from .photoexporter import ExportResults, PhotoExporter
+from .export_db import ExportDB
+from .fileutil import FileUtil, FileUtilNoOp
+from .momentinfo import MomentInfo
+from .personinfo import PersonInfo
+from .photoexporter import ExportOptions, ExportResults, PhotoExporter
 from .photoinfo import PhotoInfo
 from .photosdb import PhotosDB
 from .photosdb._photosdb_process_comments import CommentInfo, LikeInfo
 from .phototemplate import PhotoTemplate
+from .placeinfo import PlaceInfo
 from .queryoptions import QueryOptions
-from .utils import _debug, _get_logger, _set_debug
+from .scoreinfo import ScoreInfo
+from .searchinfo import SearchInfo
+from .utils import _get_logger

-# TODO: Add test for imageTimeZoneOffsetSeconds = None
-# TODO: Add special albums and magic albums
+if not is_debug():
+    logging.disable(logging.DEBUG)
+
+__all__ = [
+    "AlbumInfo",
+    "AlbumSortOrder",
+    "CommentInfo",
+    "ExifInfo",
+    "ExifTool",
+    "ExportDB",
+    "ExportDBTemp",
+    "ExportOptions",
+    "ExportResults",
+    "FileUtil",
+    "FileUtilNoOp",
+    "ImportInfo",
+    "LikeInfo",
+    "MomentInfo",
+    "PersonInfo",
+    "PhotoExporter",
+    "PhotoInfo",
+    "PhotoTemplate",
+    "PhotosDB",
+    "PlaceInfo",
+    "ProjectInfo",
+    "QueryOptions",
+    "ScoreInfo",
+    "SearchInfo",
+    "__version__",
+    "_get_logger",
+    "is_debug",
+    "set_debug",
+    "FolderInfo",
+]
--- a/osxphotos/main.py
+++ b/osxphotos/main.py
@@ -1,6 +1,6 @@
 """Command line interface for osxphotos """

-from .cli import cli
+from .cli.cli import cli_main

 if __name__ == "__main__":
-    cli()  # pylint: disable=no-value-for-parameter
+    cli_main()
--- a/osxphotos/_constants.py
+++ b/osxphotos/_constants.py
@@ -6,6 +6,8 @@ import os.path
 from datetime import datetime
 from enum import Enum

+APP_NAME = "osxphotos"
+
 OSXPHOTOS_URL = "https://github.com/RhetTbull/osxphotos"

 # Time delta: add this to Photos times to get unix time
@@ -20,8 +22,8 @@ UNICODE_FORMAT = "NFC"
 # Photos 3.0 (10.13.6) == 3301
 # Photos 4.0 (10.14.5) == 4016
 # Photos 4.0 (10.14.6) == 4025
-# Photos 5.0 (10.15.0) == 6000
-_TESTED_DB_VERSIONS = ["6000", "4025", "4016", "3301", "2622"]
+# Photos 5.0 (10.15.0) == 6000 or 5001
+_TESTED_DB_VERSIONS = ["6000", "5001", "4025", "4016", "3301", "2622"]

 # database model versions (applies to Photos 5, Photos 6)
 # these come from PLModelVersion key in binary plist in Z_METADATA.Z_PLIST
@@ -37,12 +39,15 @@ _PHOTOS_3_VERSION = "3301"

 # versions 5.0 and later have a different database structure
 _PHOTOS_4_VERSION = "4025"  # latest Mojove version on 10.14.6
-_PHOTOS_5_VERSION = "6000"  # seems to be current on 10.15.1 through 10.15.7 (also Big Sur and Monterey which switch to model version)
+_PHOTOS_5_VERSION = "5000"  # I've seen both 5001 and 6000.  6000 is most common on Catalina and up but there are some version 5001 database in the wild

 # Ranges for model version by Photos version
 _PHOTOS_5_MODEL_VERSION = [13000, 13999]
 _PHOTOS_6_MODEL_VERSION = [14000, 14999]
-_PHOTOS_7_MODEL_VERSION = [15000, 15999]  # Monterey developer preview is 15134
+_PHOTOS_7_MODEL_VERSION = [
+    15000,
+    15999,
+]  # Monterey developer preview is 15134, 12.1 is 15331

 # some table names differ between Photos 5 and Photos 6
 _DB_TABLE_NAMES = {
@@ -98,6 +103,10 @@ _TESTED_OS_VERSIONS = [
    ("11", "4"),
    ("11", "5"),
    ("11", "6"),
+    ("12", "0"),
+    ("12", "1"),
+    ("12", "2"),
+    ("12", "3"),
 ]

 # Photos 5 has persons who are empty string if unidentified face
@@ -226,10 +235,6 @@ DEFAULT_ORIGINAL_SUFFIX = ""
 # Default suffix to add to preview images
 DEFAULT_PREVIEW_SUFFIX = "_preview"

-# Colors for print CLI messages
-CLI_COLOR_ERROR = "red"
-CLI_COLOR_WARNING = "yellow"
-
 # Bit masks for --sidecar
 SIDECAR_JSON = 0x1
 SIDECAR_EXIFTOOL = 0x2
@@ -254,11 +259,12 @@ EXTENDED_ATTRIBUTE_NAMES = [
 ]
 EXTENDED_ATTRIBUTE_NAMES_QUOTED = [f"'{x}'" for x in EXTENDED_ATTRIBUTE_NAMES]

+
 # name of export DB
 OSXPHOTOS_EXPORT_DB = ".osxphotos_export.db"

 # bit flags for burst images ("burstPickType")
-BURST_PICK_TYPE_NONE = 0b0 # 0: sometimes used for single images with a burst UUID
+BURST_PICK_TYPE_NONE = 0b0  # 0: sometimes used for single images with a burst UUID
 BURST_NOT_SELECTED = 0b10  # 2: burst image is not selected
 BURST_DEFAULT_PICK = 0b100  # 4: burst image is the one Photos picked to be key image before any selections made
 BURST_SELECTED = 0b1000  # 8: burst image is selected
@@ -300,3 +306,21 @@ class AlbumSortOrder(Enum):


 TEXT_DETECTION_CONFIDENCE_THRESHOLD = 0.75
+
+# stat sort order for cProfile: https://docs.python.org/3/library/profile.html#pstats.Stats.sort_stats
+PROFILE_SORT_KEYS = [
+    "calls",
+    "cumulative",
+    "cumtime",
+    "file",
+    "filename",
+    "module",
+    "ncalls",
+    "pcalls",
+    "line",
+    "name",
+    "nfl",
+    "stdname",
+    "time",
+    "tottime",
+]
--- a/osxphotos/_version.py
+++ b/osxphotos/_version.py
@@ -1,3 +1,3 @@
 """ version info """

-__version__ = "0.44.7"
+__version__ = "0.49.2"
--- a/osxphotos/adjustmentsinfo.py
+++ b/osxphotos/adjustmentsinfo.py
@@ -16,6 +16,8 @@ import zlib

 from .datetime_utils import datetime_naive_to_utc

+__all__ = ["AdjustmentsDecodeError", "AdjustmentsInfo"]
+

 class AdjustmentsDecodeError(Exception):
    """Could not decode adjustments plist file"""
@@ -73,37 +75,37 @@ class AdjustmentsInfo:

    @property
    def plist(self):
-        """The actual adjustments plist content as a dict """
+        """The actual adjustments plist content as a dict"""
        return self._plist

    @property
    def data(self):
-        """The raw adjustments data as a binary blob """
+        """The raw adjustments data as a binary blob"""
        return self._data

    @property
    def editor(self):
-        """The editor bundle ID for app/plug-in which made the adjustments """
+        """The editor bundle ID for app/plug-in which made the adjustments"""
        return self._editor_bundle_id

    @property
    def format_id(self):
-        """The value of the adjustmentFormatIdentifier field in the plist """
+        """The value of the adjustmentFormatIdentifier field in the plist"""
        return self._format_identifier

    @property
    def base_version(self):
-        """Value of adjustmentBaseVersion field """
+        """Value of adjustmentBaseVersion field"""
        return self._base_version

    @property
    def format_version(self):
-        """The value of the adjustmentFormatVersion in the plist """
+        """The value of the adjustmentFormatVersion in the plist"""
        return self._format_version

    @property
    def timestamp(self):
-        """The time stamp of the adjustment as timezone aware datetime.datetime object or None if no timestamp """
+        """The time stamp of the adjustment as timezone aware datetime.datetime object or None if no timestamp"""
        return self._timestamp

    @property
--- a/osxphotos/albuminfo.py
+++ b/osxphotos/albuminfo.py
@@ -24,6 +24,15 @@ from ._constants import (
 from .datetime_utils import get_local_tz
 from .query_builder import get_query

+__all__ = [
+    "sort_list_by_keys",
+    "AlbumInfoBaseClass",
+    "AlbumInfo",
+    "ImportInfo",
+    "ProjectInfo",
+    "FolderInfo",
+]
+

 def sort_list_by_keys(values, sort_keys):
    """Sorts list values by a second list sort_keys
--- a/osxphotos/cli/init.py
+++ b/osxphotos/cli/init.py
@@ -0,0 +1,99 @@
+"""cli package for osxphotos"""
+import sys
+
+from rich import print
+from rich.traceback import install as install_traceback
+
+from osxphotos.debug import (
+    debug_breakpoint,
+    debug_watch,
+    get_debug_flags,
+    get_debug_options,
+    set_debug,
+    wrap_function,
+)
+
+# apply any debug functions
+# need to do this before importing anything else so that the debug functions
+# wrap the right function references
+# if a module does something like "from exiftool import ExifTool" and the user tries
+# to wrap 'osxphotos.exiftool.ExifTool.asdict', the original ExifTool.asdict will be
+# wrapped but the caller will have a reference to the function before it was wrapped
+# reference: https://github.com/GrahamDumpleton/wrapt/blob/develop/blog/13-ordering-issues-when-monkey-patching-in-python.md
+args = get_debug_options(["--watch", "--breakpoint"], sys.argv)
+for func_name in args.get("--watch", []):
+    try:
+        wrap_function(func_name, debug_watch)
+        print(f"Watching {func_name}")
+    except AttributeError:
+        print(f"{func_name} does not exist")
+        sys.exit(1)
+
+for func_name in args.get("--breakpoint", []):
+    try:
+        wrap_function(func_name, debug_breakpoint)
+        print(f"Breakpoint added for {func_name}")
+    except AttributeError:
+        print(f"{func_name} does not exist")
+        sys.exit(1)
+
+args = get_debug_flags(["--debug"], sys.argv)
+if args.get("--debug", False):
+    set_debug(True)
+    print("Debugging enabled")
+
+from .about import about
+from .albums import albums
+from .cli import cli_main
+from .common import get_photos_db, load_uuid_from_file
+from .debug_dump import debug_dump
+from .dump import dump
+from .exiftool_cli import exiftool
+from .export import export
+from .exportdb import exportdb
+from .grep import grep
+from .help import help
+from .info import info
+from .install_uninstall_run import install, run, uninstall
+from .keywords import keywords
+from .labels import labels
+from .list import _list_libraries, list_libraries
+from .persons import persons
+from .places import places
+from .query import query
+from .repl import repl
+from .snap_diff import diff, snap
+from .tutorial import tutorial
+from .uuid import uuid
+
+install_traceback()
+
+__all__ = [
+    "about",
+    "albums",
+    "cli_main",
+    "debug_dump",
+    "diff",
+    "dump",
+    "exiftool_cli",
+    "export",
+    "exportdb",
+    "grep",
+    "help",
+    "info",
+    "install",
+    "keywords",
+    "labels",
+    "list_libraries",
+    "list_libraries",
+    "load_uuid_from_file",
+    "persons",
+    "places",
+    "query",
+    "repl",
+    "run",
+    "set_debug",
+    "snap",
+    "tutorial",
+    "uuid",
+]
--- a/osxphotos/cli/about.py
+++ b/osxphotos/cli/about.py
@@ -0,0 +1,309 @@
+"""about command for osxphotos CLI"""
+
+from textwrap import dedent
+
+import click
+
+from osxphotos._constants import OSXPHOTOS_URL
+from osxphotos._version import __version__
+
+MIT_LICENSE = """
+MIT License
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+"""
+
+APACHE_2_0_LICENSE = """
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+   6. Trademarks. This License does not grant permission to use the trade
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+   END OF TERMS AND CONDITIONS
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+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
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+   Copyright [yyyy] [name of copyright owner]
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+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
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+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
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+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
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+BSD_3_CLAUSE_LICENSE = """
+Redistribution and use in source and binary forms, with or without modification, are 
+permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this list 
+of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice, this list 
+of conditions and the following disclaimer in the documentation and/or other materials 
+provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its contributors may be 
+used to endorse or promote products derived from this software without specific prior 
+written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR 
+IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY 
+AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER 
+OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR 
+CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; 
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, 
+WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY 
+OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+"""
+
+ISC_LICENSE = """
+Permission to use, copy, modify, and/or distribute this software for any
+purpose with or without fee is hereby granted, provided that the above
+copyright notice and this permission notice appear in all copies.
+
+THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
+REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND
+FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
+INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
+LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
+OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
+PERFORMANCE OF THIS SOFTWARE.
+"""
+
+LICENSE = dedent(
+    f"""
+osxphotos is copyright (c) 2019-2022 by Rhet Turnbull and is licensed under the MIT license:
+
+{MIT_LICENSE}
+
+osxphotos uses the following 3rd party software licensed under the BSD-3-Clause License:
+Click (Copyright 2014 Pallets), ptpython (Copyright (c) 2015, Jonathan Slenders)
+
+{BSD_3_CLAUSE_LICENSE}
+
+osxphotos uses the following 3rd party software licensed under the Apache 2.0 License:
+tenacity (Copyright Julien Danjou)
+
+{APACHE_2_0_LICENSE}
+
+osxphotos uses the following 3rd part software licensed under the ISC License:
+
+xdg (Copyright 2016-2021 Scott Stevenson <scott@stevenson.io>)
+
+{ISC_LICENSE}
+"""
+)
+
+
+@click.command(name="about")
+@click.pass_obj
+@click.pass_context
+def about(ctx, cli_obj):
+    """Print information about osxphotos including license."""
+    click.echo_via_pager(
+        f"osxphotos, version {__version__}\n\n"
+        f"Source code available at: {OSXPHOTOS_URL}\n"
+        f"{LICENSE}"
+    )
--- a/osxphotos/cli/albums.py
+++ b/osxphotos/cli/albums.py
@@ -0,0 +1,42 @@
+"""albums command for osxphotos CLI"""
+
+import json
+
+import click
+import yaml
+
+import osxphotos
+
+from .common import DB_ARGUMENT, DB_OPTION, JSON_OPTION, get_photos_db
+from .list import _list_libraries
+
+from osxphotos._constants import _PHOTOS_4_VERSION
+
+
+@click.command()
+@DB_OPTION
+@JSON_OPTION
+@DB_ARGUMENT
+@click.pass_obj
+@click.pass_context
+def albums(ctx, cli_obj, db, json_, photos_library):
+    """Print out albums found in the Photos library."""
+
+    # below needed for to make CliRunner work for testing
+    cli_db = cli_obj.db if cli_obj is not None else None
+    db = get_photos_db(*photos_library, db, cli_db)
+    if db is None:
+        click.echo(ctx.obj.group.commands["albums"].get_help(ctx), err=True)
+        click.echo("\n\nLocated the following Photos library databases: ", err=True)
+        _list_libraries()
+        return
+
+    photosdb = osxphotos.PhotosDB(dbfile=db)
+    albums = {"albums": photosdb.albums_as_dict}
+    if photosdb.db_version > _PHOTOS_4_VERSION:
+        albums["shared albums"] = photosdb.albums_shared_as_dict
+
+    if json_ or cli_obj.json:
+        click.echo(json.dumps(albums, ensure_ascii=False))
+    else:
+        click.echo(yaml.dump(albums, sort_keys=False, allow_unicode=True))
--- a/osxphotos/cli/cli.py
+++ b/osxphotos/cli/cli.py
@@ -0,0 +1,94 @@
+"""Command line interface for osxphotos """
+
+import click
+
+from osxphotos._version import __version__
+
+from .about import about
+from .albums import albums
+from .common import DB_OPTION, JSON_OPTION, OSXPHOTOS_HIDDEN
+from .debug_dump import debug_dump
+from .docs import docs
+from .dump import dump
+from .exiftool_cli import exiftool
+from .export import export
+from .exportdb import exportdb
+from .grep import grep
+from .help import help
+from .info import info
+from .install_uninstall_run import install, run, uninstall
+from .keywords import keywords
+from .labels import labels
+from .list import list_libraries
+from .persons import persons
+from .places import places
+from .query import query
+from .repl import repl
+from .snap_diff import diff, snap
+from .theme import theme
+from .timewarp import timewarp
+from .tutorial import tutorial
+from .uuid import uuid
+from .version import version
+
+
+# Click CLI object & context settings
+class CLI_Obj:
+    def __init__(self, db=None, json=False, debug=False, group=None):
+        self.db = db
+        self.json = json
+        self.group = group
+
+
+CTX_SETTINGS = dict(help_option_names=["-h", "--help"])
+
+
+@click.group(context_settings=CTX_SETTINGS)
+@DB_OPTION
+@JSON_OPTION
+@click.option(
+    "--debug",
+    required=False,
+    is_flag=True,
+    help="Enable debug output",
+    hidden=OSXPHOTOS_HIDDEN,
+)
+@click.version_option(__version__, "--version", "-v")
+@click.pass_context
+def cli_main(ctx, db, json_, debug):
+    """osxphotos: query and export your Photos library"""
+    ctx.obj = CLI_Obj(db=db, json=json_, group=cli_main)
+
+
+# install CLI commands
+for command in [
+    about,
+    albums,
+    debug_dump,
+    diff,
+    docs,
+    dump,
+    exiftool,
+    export,
+    exportdb,
+    grep,
+    help,
+    info,
+    install,
+    keywords,
+    labels,
+    list_libraries,
+    persons,
+    places,
+    query,
+    repl,
+    run,
+    snap,
+    theme,
+    timewarp,
+    tutorial,
+    uninstall,
+    uuid,
+    version,
+]:
+    cli_main.add_command(command)
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Rhet Turnbull	dfcb99f377	Updated test	2022-05-21 07:25:47 -07:00
Rhet Turnbull	8e9f27995b	Added exiftool command	2022-05-20 22:19:26 -07:00
Rhet Turnbull	79e4b333e9	Initial implementation of exiftool command, #691 (#696 ) * Initial implementation of exiftool command, #691 * updated comment [skip ci]	2022-05-20 22:12:48 -07:00
Rhet Turnbull	6d5af5c5e8	Added example [skip ci]	2022-05-18 23:07:33 -07:00
Rhet Turnbull	5a3e32a2b4	Updated CHANGELOG.md [skip ci]	2022-05-17 23:09:29 -07:00
Rhet Turnbull	3473c2ece2	Updated docs [skip ci]	2022-05-17 22:43:45 -07:00
Rhet Turnbull	4ec9f6d3e6	Implemented #689	2022-05-17 20:52:59 -07:00
Rhet Turnbull	5a9722b37c	Unhid exportdb command	2022-05-16 10:15:57 -07:00
Rhet Turnbull	72af96b48e	Added example	2022-05-15 14:50:07 -07:00
Rhet Turnbull	ba4d878b1f	Updated CHANGELOG.md [skip ci]	2022-05-15 12:52:39 -07:00
Rhet Turnbull	1fb8fa7da2	Fixed typos	2022-05-15 10:38:01 -07:00
Rhet Turnbull	1173b6c0f2	Added JSON, SQLite report formats, added command	2022-05-15 09:48:55 -07:00
Rhet Turnbull	470839ba0d	Feature report writer #309 (#690 ) * Initial implementation of ReportWriter for #309 * Initial implementation of ReportWriterJSON * Added sqlite report format * Added auto-flush to report writer, fixed exportdb --info to output json * Added exportdb --report	2022-05-15 09:30:17 -07:00
Rhet Turnbull	391815dd94	--report can now accept a template, #339	2022-05-14 09:04:04 -07:00
Rhet Turnbull	b4dc7cfcf6	Fixed run command to allow passing args to the called python script	2022-05-13 05:50:16 -07:00
Rhet Turnbull	a89c66b3f7	Fixed test to run on MacOS > Catalina	2022-05-12 21:48:53 -07:00
Rhet Turnbull	5cd74b5f23	version bump	2022-05-08 20:37:37 -07:00
Rhet Turnbull	abbb200838	Fixed path_derivatives for shared photos, #687	2022-05-08 18:30:13 -07:00
Rhet Turnbull	e7eefce5c5	Added --no-keyword, #637	2022-05-07 14:24:06 -07:00
Rhet Turnbull	2ed6e11426	Fixed typo in docs	2022-05-07 10:00:51 -07:00
Rhet Turnbull	4096054abb	Updated CHANGELOG.md [skip ci]	2022-05-07 09:15:32 -07:00
Rhet Turnbull	5ab5c53b26	Added --limit, version bump	2022-05-07 09:11:21 -07:00
Rhet Turnbull	35a4777ae4	Added --limit, #592 (#685 )	2022-05-07 08:59:01 -07:00
Rhet Turnbull	9fddbefa66	Updated CHANGELOG.md [skip ci]	2022-05-06 21:33:08 -07:00
Rhet Turnbull	ff2e810d49	Version bump, updated docs	2022-05-06 21:26:27 -07:00
Rhet Turnbull	026e90a8ed	Feature metadata changed 621 (#684 ) * Added metadata_changed to ExportResults, #621 * Updated docs	2022-05-06 21:05:59 -07:00
Rhet Turnbull	95103f7c8d	Updated CHANGELOG.md [skip ci]	2022-05-05 17:40:45 -07:00
Rhet Turnbull	57deb23988	Added --added-after, --added-before, --added-in-last, #439	2022-05-05 17:38:59 -07:00
Rhet Turnbull	4533057142	Added --added-after, --added-before, --added-in-last, #439 (#683 )	2022-05-05 17:06:55 -07:00
Rhet Turnbull	3ed658a7d0	Updated to pytimeparse2, added tests for custom Click param types	2022-05-05 07:00:52 -07:00
Rhet Turnbull	fa991b8b48	Updated CHANGELOG.md [skip ci]	2022-05-03 22:28:29 -07:00
Rhet Turnbull	9bc5890589	Added moment_info, #71	2022-05-03 22:12:09 -07:00
Rhet Turnbull	e9bbfeca52	Fixed metavars to be consistent, #645	2022-05-03 06:34:19 -07:00
Rhet Turnbull	f42bee84c0	Added --force to timewarp to bypass confirmation	2022-05-02 08:06:48 -07:00
Rhet Turnbull	ac67ef2384	Added confirmation for timewarp, #677	2022-05-02 07:54:39 -07:00
Rhet Turnbull	1ae4ec4851	Updated CHANGELOG.md [skip ci]	2022-05-01 22:32:29 -07:00
Rhet Turnbull	6070616717	Updated docs	2022-05-01 22:30:21 -07:00
Rhet Turnbull	70d3247e8c	Feature timewarp function (#678 ) * Added constraints, fixed themes for timewarp * Updated progress to use rich_progress * Added --function to timewarp, #676	2022-05-01 22:22:01 -07:00
Rhet Turnbull	25f35699d8	Updated CHANGELOG.md [skip ci]	2022-05-01 16:25:23 -07:00
Rhet Turnbull	d07aab58d1	Version bump	2022-05-01 15:19:00 -07:00
Rhet Turnbull	dc4d322dab	Feature timewarp (#675 ) * Implemented timewarp command * Updated docs * Added missing pytest mark	2022-05-01 10:01:05 -07:00
Rhet Turnbull	8a3dc9b393	Updated dependencies for rich_theme_manager	2022-04-30 07:58:19 -07:00
Rhet Turnbull	5e3cd66a4b	Updated CHANGELOG.md [skip ci]	2022-04-24 16:23:23 -07:00
Rhet Turnbull	e4b6c0f1e0	Added retry to export_db for #674	2022-04-24 15:06:13 -07:00
Rhet Turnbull	ad13565dfd	Updated license	2022-04-24 14:33:34 -07:00
Rhet Turnbull	bd9a14a6f3	Updated docs to use zipfile	2022-04-24 14:20:47 -07:00
Rhet Turnbull	f602af8485	Updated docs [skip ci]	2022-04-23 16:12:52 -07:00
Rhet Turnbull	2d29b79102	Updated CHANGELOG.md [skip ci]	2022-04-23 16:03:54 -07:00
Rhet Turnbull	a7ed7dde54	Updated version	2022-04-23 16:00:33 -07:00
Rhet Turnbull	c518fa5394	Added version command (#672 )	2022-04-23 15:44:01 -07:00
Rhet Turnbull	fa80ea3772	Updated docs with developer notes	2022-04-23 11:39:51 -07:00
Rhet Turnbull	b8b4c15784	Updated docs build to use cog	2022-04-23 08:16:47 -07:00
Rhet Turnbull	ee6e4602e4	Added API_README	2022-04-23 07:19:51 -07:00
Rhet Turnbull	3d3e1ab78a	Updated CHANGELOG.md [skip ci]	2022-04-22 21:06:37 -07:00
Rhet Turnbull	b1aa9238d3	Updated docs	2022-04-22 20:51:37 -07:00
Rhet Turnbull	16a2000e64	Updated CHANGELOG.md [skip ci]	2022-04-20 06:51:51 -07:00
Rhet Turnbull	f4c02c39ba	Updated docs, version	2022-04-20 06:39:39 -07:00
Rhet Turnbull	77433b01ed	Added --year query option, #593 (#670 )	2022-04-20 06:27:03 -07:00
Rhet Turnbull	7e4977e2c5	Open cli.html instead of index.html	2022-04-19 15:58:27 -07:00
Rhet Turnbull	24b2f3fe6c	Updated CHANGELOG.md [skip ci]	2022-04-19 10:09:39 -07:00
Rhet Turnbull	5b25284db2	Added docs command, partial for #666	2022-04-19 10:07:33 -07:00
Rhet Turnbull	91784ab982	Added osxphotos/docs	2022-04-19 09:54:27 -07:00
Rhet Turnbull	5ea708f063	Added osxphotos/docs	2022-04-19 09:47:07 -07:00
Rhet Turnbull	840a252083	Added docs	2022-04-19 09:40:08 -07:00
Rhet Turnbull	0a83e14210	Feature docs (#665 ) * Added docs command * Version bump * Updated sphinx docs	2022-04-19 09:23:31 -07:00
Rhet Turnbull	afe5ed3dc0	Added validation for template string options	2022-04-18 10:28:02 -07:00
Rhet Turnbull	c48887612c	Updated CHANGELOG.md [skip ci]	2022-04-17 23:16:40 -07:00
Rhet Turnbull	b09323b9fb	Updated docs [skip ci]	2022-04-17 22:56:53 -07:00
Rhet Turnbull	213d84e964	Version bump	2022-04-17 22:54:33 -07:00
Rhet Turnbull	6c57fb2df9	Theme (#664 ) * Initial theme manager, not yet done * Added rich_theme_manager * Updated rich-theme-manager * Switched to rich_theme_manager for theme management * Updated dependencies * Added rich paging to subtopic help * Fixed clone to clone only styles specified in cloned theme * Added placeholder for help colors * Updated config dir, help methods	2022-04-17 22:53:42 -07:00
Rhet Turnbull	9c0b910046	Added cov.xml [skip ci]	2022-04-03 09:03:55 -07:00
Rhet Turnbull	1f40161950	Fixed typing in examples	2022-04-01 18:16:23 -07:00
Rhet Turnbull	d1aa4e92bd	Quoted path in repl	2022-03-29 06:13:57 -07:00
Rhet Turnbull	e7a17a8635	Updated CHANGELOG.md [skip ci]	2022-03-27 17:50:19 -07:00
Rhet Turnbull	68754273de	Updated docs [skip ci]	2022-03-27 17:34:38 -07:00
Rhet Turnbull	d28a2fe9bb	version bump	2022-03-27 09:53:03 -07:00
Rhet Turnbull	382d097285	fix verbose output when redirected to file, #661	2022-03-27 09:52:23 -07:00
Rhet Turnbull	93de53da51	Updated CHANGELOG.md [skip ci]	2022-03-12 10:00:48 -08:00
Rhet Turnbull	e272e95a85	Fixed missing pdb.py issue for pyinstaller, partial for #659	2022-03-12 09:00:41 -08:00
Rhet Turnbull	84a96bd4d0	Cleaned up fileutil, rolled back changes for #654	2022-03-11 06:06:21 -08:00
Rhet Turnbull	d26b625d57	Cleaned up fileutil, rolled back changes for #654	2022-03-11 06:04:21 -08:00
Rhet Turnbull	8731e7d5bc	Hack to fix #654 when utime fails on NAS	2022-03-09 21:24:56 -08:00
Rhet Turnbull	2e501e6a9b	Added run command which had gotten dropped, #656	2022-03-09 07:10:51 -08:00
Rhet Turnbull	7f4c981abe	Added --no-progress, #655	2022-03-09 07:08:34 -08:00
Rhet Turnbull	bbcc3acba9	Changed return val of _should_update_photo to enum for easier debugging	2022-03-09 06:52:17 -08:00
Rhet Turnbull	fccd746c58	Updated docs [skip ci]	2022-03-06 07:20:57 -08:00
Rhet Turnbull	adb90a3364	Version bump	2022-03-06 07:17:53 -08:00
Rhet Turnbull	445010e7e5	Richify (#653 ) * Improved rich_echo, added rich_echo_via_pager * Initial implementation for #647, added rich output	2022-03-06 07:17:09 -08:00
Rhet Turnbull	1227465aa7	Updated crash_reporter to include crash data	2022-03-04 20:26:19 -08:00
Rhet Turnbull	de1900f10a	Debug updates	2022-03-04 20:05:15 -08:00
Rhet Turnbull	ed315fffd2	Added --watch, --breakpoint (#652 )	2022-03-04 06:45:57 -08:00
Rhet Turnbull	be1f3a98d9	Updated CHANGELOG.md [skip ci]	2022-03-02 07:09:53 -08:00
Rhet Turnbull	d8802368fc	Added --tmpdir, #650 (#651 )	2022-03-02 06:58:23 -08:00
Rhet Turnbull	f132e9a843	Version bump	2022-02-27 20:30:22 -08:00
Rhet Turnbull	6b342a1733	Version bump	2022-02-27 20:29:23 -08:00
Rhet Turnbull	9dec028448	Help topic (#644 ) * Initial implementation for #607 * Implemented #607, add help for sub topics * Updated test workflow	2022-02-27 16:53:11 -08:00
Rhet Turnbull	8be6a98c32	Added -v to pytest	2022-02-27 16:39:12 -08:00
Rhet Turnbull	ce73c9cab8	updated docs [skip ci]	2022-02-27 14:14:52 -08:00
Rhet Turnbull	feb9538d1c	Fix for --load-config, #643	2022-02-27 09:50:25 -08:00
Rhet Turnbull	b275280a1f	Updated README.md	2022-02-26 23:25:16 -08:00
Rhet Turnbull	924ef72446	Updated CHANGELOG.md [skip ci]	2022-02-26 23:03:07 -08:00
Rhet Turnbull	c95f682ca6	Updated docs [skip ci]	2022-02-26 22:57:25 -08:00
Rhet Turnbull	d2753672f3	Fixed entry point	2022-02-26 22:49:39 -08:00
Rhet Turnbull	8ee4ea46c5	Updated CHANGELOG.md [skip ci]	2022-02-26 22:49:18 -08:00
Rhet Turnbull	6fae979061	Updated docs [skip ci]	2022-02-26 22:34:03 -08:00
Rhet Turnbull	25d6f148be	CLI refactor (#642 ) * Initial refactoring of cli.py * Renamed cli_help * Refactored all cli commands * Dropped support for 3.7 * Added test for export with --min-size * Version bump * Fixed python version	2022-02-26 22:29:19 -08:00
Rhet Turnbull	3704fc4a23	Fixed 3.10 in yaml	2022-02-26 17:20:20 -08:00
Rhet Turnbull	7883fc1911	Dropped 3.7	2022-02-26 17:15:59 -08:00
Rhet Turnbull	29ff7f8666	Updated CHANGELOG.md [skip ci]	2022-02-26 16:51:51 -08:00
Rhet Turnbull	43e1cb18cc	Updated tests	2022-02-26 15:30:13 -08:00
Rhet Turnbull	26f916e4cb	Bug fix for bitmath types in saved config	2022-02-26 15:23:46 -08:00
Rhet Turnbull	4e9e877b27	Updated CHANGELOG.md [skip ci]	2022-02-24 05:23:49 -08:00
Rhet Turnbull	3a990e3997	Updated docs [skip ci]	2022-02-24 05:22:58 -08:00
Rhet Turnbull	4d1b1db2a7	Updated tested versions	2022-02-24 05:18:23 -08:00
Rhet Turnbull	173e3ccc37	Removed debug code from exiftool, fixed #641	2022-02-24 05:09:42 -08:00
Rhet Turnbull	9964fd0635	Updated comment for #636	2022-02-23 06:15:03 -08:00
Rhet Turnbull	e789cd5e9d	pass PATH to exiftool to find xattr	2022-02-22 22:11:12 -08:00
Rhet Turnbull	6cb7dedd9b	Updated debug info	2022-02-22 09:49:02 -08:00
Rhet Turnbull	39ba17dd1c	Added debug output to exiftool	2022-02-22 06:40:25 -08:00
Rhet Turnbull	5b66962ac1	Fixed export of bursts with --uuid and --selected, #640	2022-02-21 22:58:54 -08:00
Rhet Turnbull	c05340f631	removed macos-12 as it doesn't work with Actions	2022-02-21 22:49:12 -08:00
Rhet Turnbull	f24c461cbb	Added macos-12	2022-02-21 17:08:27 -08:00
Rhet Turnbull	c8ee679799	Added --sql command to exportdb	2022-02-21 16:06:16 -08:00
Rhet Turnbull	2966c9a60f	Updated docs [skip ci]	2022-02-21 15:17:19 -08:00
Rhet Turnbull	acfcb0c49a	Updated CHANGELOG.md [skip ci]	2022-02-21 11:39:04 -08:00
Rhet Turnbull	b92a681795	Added --ramdb option (#639 )	2022-02-21 11:20:02 -08:00
Rhet Turnbull	1941e79d21	Updated CHANGELOG.md [skip ci]	2022-02-21 09:42:08 -08:00
Rhet Turnbull	5290fae2e0	Updated docs [skip ci]	2022-02-21 09:34:40 -08:00
Rhet Turnbull	ecbd370a47	Exportdb refactor (#638 ) * Working on export_db refactor * Added exportdb command, removed logic for missing export_db, #630 * Updated tests * updated docs * Added --config-only, #606 * Added validation for --exportdb * Added --info to exportdb command * Fixed exportdb --touch-file to migrate database if needed * Added exportdb --migrate	2022-02-21 09:15:01 -08:00
Rhet Turnbull	d8204e65eb	Allow multiple characters as path_sep, #634	2022-02-14 06:46:19 -08:00
Rhet Turnbull	9c26e5519b	Added crash_reporter.py	2022-02-13 15:02:35 -08:00
Rhet Turnbull	060729c4c4	Added --debug and crash reporter to export, #628	2022-02-13 14:51:31 -08:00
Rhet Turnbull	65d51ab129	Updated docs [skip ci]	2022-02-13 00:21:27 -08:00
Rhet Turnbull	afbda030bc	beta fix for #633 , fix face regions in exiftool	2022-02-13 00:14:59 -08:00
Rhet Turnbull	d111d07fb7	Updated CHANGELOG.md [skip ci]	2022-02-12 21:13:56 -08:00
Rhet Turnbull	30abdddaf3	Added --force-update, #621	2022-02-12 21:01:16 -08:00
Rhet Turnbull	a2f329b8de	Updated CHANGELOG.md [skip ci]	2022-02-12 17:59:48 -08:00
Rhet Turnbull	bfa888adc5	Added --force-update, #621	2022-02-12 17:49:40 -08:00
Rhet Turnbull	ac4083bfbb	Fix for #630	2022-02-12 00:23:50 -08:00
Rhet Turnbull	5fb686ac0c	Refactored fix for #627	2022-02-11 23:10:09 -08:00
Rhet Turnbull	49a7b80680	Fixed cleanup for #629	2022-02-11 06:18:17 -08:00
Rhet Turnbull	cb11967eac	Implement #629 , sqlite performance optimizatons for export db	2022-02-10 22:36:35 -08:00
Rhet Turnbull	a43bfc5a33	Updated CHANGELOG.md [skip ci]	2022-02-06 00:01:43 -08:00
Rhet Turnbull	1d6bc4e09e	Additional fix for #615	2022-02-05 23:57:50 -08:00
Rhet Turnbull	3e14b718ef	Updated docs [skip ci]	2022-02-05 23:12:42 -08:00
Rhet Turnbull	1ae6270561	Fixed exiftool to ignore unsupported file types, #615	2022-02-05 22:54:50 -08:00
Rhet Turnbull	55a601c07e	Updated tests	2022-02-05 14:30:20 -08:00
Rhet Turnbull	7d67b81879	Updated CHANGELOG.md [skip ci]	2022-02-05 14:08:43 -08:00
Rhet Turnbull	cd02144ac3	Fix for --name searching only original_filename on Photos 5+, #594	2022-02-05 12:55:56 -08:00
Rhet Turnbull	9b247acd1c	Fix for unicode in query strings, #618	2022-02-05 12:36:25 -08:00
Rhet Turnbull	942126ea3d	Updated CHANGELOG.md [skip ci]	2022-02-05 10:56:18 -08:00
Rhet Turnbull	2b9ea11701	Updated docs [skip ci]	2022-02-05 10:39:35 -08:00
Rhet Turnbull	b3d3e14ffe	Fix for #561 , no really, I mean it this time	2022-02-05 10:36:23 -08:00
Rhet Turnbull	62ae5db9fd	Updated CHANGELOG.md [skip ci]	2022-02-04 21:59:33 -08:00
Rhet Turnbull	77a49a09a1	Updated tests for #561 [skip ci]	2022-02-04 05:56:01 -08:00
Rhet Turnbull	06c5bbfcfd	Updated docs [skip ci]	2022-02-03 22:49:56 -08:00
Rhet Turnbull	f3063d35be	Fix for filenames with special characters, #561 , #618	2022-02-03 22:46:11 -08:00
Rhet Turnbull	e32090bf39	Updated known issues [skip ci]	2022-02-01 06:53:25 -08:00
Rhet Turnbull	7ab500740b	Added progress counter, #601	2022-01-29 19:02:25 -08:00
Rhet Turnbull	911bd30d28	Updated CHANGELOG.md [skip ci]	2022-01-29 19:02:00 -08:00
allcontributors[bot]	282857eae0	docs: add oPromessa as a contributor for ideas, test (#611 ) * docs: update .all-contributorsrc [skip ci] * docs: update README.md [skip ci] Co-authored-by: allcontributors[bot] <46447321+allcontributors[bot]@users.noreply.github.com>	2022-01-29 14:08:36 -08:00
Rhet Turnbull	d8c2f99c06	Added --timestamp option for --verbose, #600	2022-01-29 11:59:41 -08:00
Rhet Turnbull	16d3f74366	Updated formatting for elapsed time, #604	2022-01-29 11:05:33 -08:00
Rhet Turnbull	5fc28139ea	Updated docs [skip ci]	2022-01-29 10:55:41 -08:00
Rhet Turnbull	b7b6876688	Updated CHANGELOG.md [skip ci]	2022-01-29 10:03:31 -08:00
Rhet Turnbull	235dea329c	Implemented #605 , refactor out export2	2022-01-29 09:38:52 -08:00
Rhet Turnbull	5afdf6fc20	Fix for #564 , --preview with --download-missing	2022-01-29 08:27:43 -08:00
Rhet Turnbull	385059e973	Updated CHANGELOG.md [skip ci]	2022-01-28 23:32:46 -08:00
Rhet Turnbull	62aed02070	Updated docs [skip ci]	2022-01-28 23:20:27 -08:00
Rhet Turnbull	6843b8661d	Refactored photoexporter for performance, #591	2022-01-28 23:15:02 -08:00
Rhet Turnbull	9da747ea9d	Refactoring to support #591	2022-01-27 21:37:12 -08:00
Rhet Turnbull	22964afc69	Performance improvements and refactoring, #462 , partial for #591	2022-01-27 06:28:12 -08:00
Rhet Turnbull	3bc53fd92b	Performance improvements, partial for #591	2022-01-25 20:37:58 -08:00
Rhet Turnbull	bd31120569	Version bump	2022-01-24 06:28:58 -08:00
Rhet Turnbull	6af124e4d3	Removed exportdb requirement from PhotoTemplate	2022-01-24 06:20:34 -08:00
Rhet Turnbull	b3b1d8f193	Updated CHANGELOG.md [skip ci]	2022-01-23 22:01:54 -08:00
Rhet Turnbull	785580115b	Added query options to repl, #597	2022-01-23 21:57:51 -08:00
Rhet Turnbull	b4bd04c146	Added run command, #598	2022-01-23 18:38:16 -08:00
Rhet Turnbull	e88c6b8a59	Bug fix for get_photos_library_version	2022-01-23 18:06:19 -08:00
Rhet Turnbull	74868238f3	Performance improvements, added --profile	2022-01-23 17:14:55 -08:00
Xiaoliang Wu	61a300250d	creat unit test for __all__ (#599 )	2022-01-23 16:40:20 -08:00
Rhet Turnbull	d8dbc0866f	Updated CHANGELOG.md [skip ci]	2022-01-22 14:43:11 -08:00
Rhet Turnbull	586d96ae74	Updated docs [skip ci]	2022-01-22 14:40:38 -08:00
Rhet Turnbull	81032a5745	Added tutorial.md, #596	2022-01-22 14:38:22 -08:00
Rhet Turnbull	c2d726beaf	More refactoring of export code, #462	2022-01-22 10:44:29 -08:00
Rhet Turnbull	3bafdf7bfd	Blackified files	2022-01-22 09:25:08 -08:00
Xiaoliang Wu	edcc7ea34f	Create __all__ for all python files (#589 ) * add __all__ to files "adjustmentsinfo.py" and "albuminfo.py" * add __all__ to file "cli.py" * add __all__ to all files that misses except files with prefix "_"	2022-01-22 09:22:47 -08:00
Rhet Turnbull	6261a7b5c9	More refactoring of export code, #462	2022-01-22 09:03:01 -08:00
Rhet Turnbull	881832c92d	Removed warning from test	2022-01-18 08:08:58 -08:00
Xiaoliang Wu	47d4dc7ef0	Create __all__ for the file cli.py (#587 ) * add __all__ to files "adjustmentsinfo.py" and "albuminfo.py" * add __all__ to file "cli.py"	2022-01-17 22:03:48 -08:00
allcontributors[bot]	10ce81bf98	docs: add xwu64 as a contributor for code (#585 ) * docs: update README.md [skip ci] * docs: update .all-contributorsrc [skip ci] Co-authored-by: allcontributors[bot] <46447321+allcontributors[bot]@users.noreply.github.com>	2022-01-15 22:49:56 -08:00
Xiaoliang Wu	98b3d9f81e	add __all__ to files "adjustmentsinfo.py" and "albuminfo.py" (#584 )	2022-01-15 22:49:03 -08:00
Rhet Turnbull	81cbb7dcc4	Refactored docstrings, #462	2022-01-15 17:45:38 -08:00
Rhet Turnbull	9517876bd0	Added ExportOptions to photoexporter.py, #462	2022-01-15 16:12:27 -08:00
Rhet Turnbull	231d132792	More refactoring of export code, #462	2022-01-14 21:57:27 -08:00
Rhet Turnbull	9ada5dfea4	More refactoring of export code, #462	2022-01-14 19:48:36 -08:00
Rhet Turnbull	476c94407f	More refactoring of export code, #462	2022-01-14 18:31:50 -08:00
Rhet Turnbull	458da0e9b2	Refactored photoexporter sidecar writing, #462	2022-01-14 17:43:40 -08:00
Rhet Turnbull	66673012ac	Updated tested versions	2022-01-14 17:10:28 -08:00
Rhet Turnbull	46f8b6dc5a	Updated README.md	2022-01-14 15:05:15 -08:00
Rhet Turnbull	ee81e69ece	Added dev tools	2022-01-14 15:02:33 -08:00
Rhet Turnbull	3927f05267	Added diff command	2022-01-09 09:35:42 -08:00
Rhet Turnbull	a010ab5a29	Added uuid command	2022-01-09 07:58:14 -08:00
Rhet Turnbull	c49bebd412	Updated CHANGELOG.md [skip ci]	2022-01-09 07:49:09 -08:00
Rhet Turnbull	5a8105f5a0	Fix for #575 , database version 5001	2022-01-09 07:44:38 -08:00
allcontributors[bot]	df66adeef6	docs: add ahti123 as a contributor for code, bug (#578 ) * docs: update README.md [skip ci] * docs: update .all-contributorsrc [skip ci] Co-authored-by: allcontributors[bot] <46447321+allcontributors[bot]@users.noreply.github.com>	2022-01-09 07:29:15 -08:00
Ahti Liin	4e2367c868	changing photos_5 version constant to satisfy version 5001 (#577 ) Co-authored-by: Ahti Liin <ahti@mooncascade.com>	2022-01-09 07:28:22 -08:00
Rhet Turnbull	53c701cc0e	Added sqlgrep	2022-01-08 17:41:06 -08:00
Rhet Turnbull	92fced75da	Added test for #576	2022-01-08 17:39:49 -08:00
Rhet Turnbull	4dd838b8bc	Added grep command to CLI	2022-01-08 17:14:36 -08:00
Rhet Turnbull	0a3c375943	Updated CHANGELOG.md [skip ci]	2022-01-08 15:23:41 -08:00
Rhet Turnbull	64a0760a47	Updated docs [skip ci]	2022-01-08 15:23:14 -08:00