Exposed SearchInfo, closes #121
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README.md
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README.md
@ -21,6 +21,7 @@
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+ [FolderInfo](#folderinfo)
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+ [PlaceInfo](#placeinfo)
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+ [ScoreInfo](#scoreinfo)
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+ [SearchInfo](#searchinfo)
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+ [PersonInfo](#personinfo)
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+ [FaceInfo](#faceinfo)
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+ [CommentInfo](#commentinfo)
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@ -1470,6 +1471,13 @@ Returns image categorization labels associated with the photo as list of str.
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#### `labels_normalized`
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Returns image categorization labels associated with the photo as list of str. Labels are normalized (e.g. converted to lower case). Use of normalized strings makes it easier to search if you don't how Apple capitalizes a label. For example:
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#### <a name="photosearchinfo">`search_info`</a>
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Returns [SearchInfo](#searchinfo) object that represents search metadata for the photo.
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#### <a name="photosearchinfo-normalized">`search_info_normalized`</a>
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Returns [SearchInfo](#searchinfo) object that represents normalized search metadata for the photo. This returns a SearchInfo object just as `search_info` but all the properties of the object return normalized text (converted to lowercase).
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```python
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import osxphotos
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@ -1872,7 +1880,7 @@ PostalAddress(street='3700 Wailea Alanui Dr', sub_locality=None, city='Kihei', s
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'96753'
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```
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### ScoreInfo
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[PhotoInfo.score](#score) returns a ScoreInfo object that exposes the computed aesthetic scores for each photo (**Photos 5 only**). I have not yet reverse engineered the meaning of each score. The `overall` score seems to the most useful and appears to be a composite of the other scores. The following score properties are currently available:
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[PhotoInfo.score](#score) returns a ScoreInfo object that exposes the computed aesthetic scores for each photo (**Photos 5+ only**). I have not yet reverse engineered the meaning of each score. The `overall` score seems to the most useful and appears to be a composite of the other scores. The following score properties are currently available:
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```python
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overall: float
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@ -1911,6 +1919,71 @@ Example: find your "best" photo of food
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>>> best_food_photo = sorted([p for p in photos if "food" in p.labels_normalized], key=lambda p: p.score.overall, reverse=True)[0]
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```
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### SearchInfo
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[PhotoInfo.search_info](#photosearchinfo) and [PhotoInfo.search_info_normalized](#photosearchinfo-normalized) return a SearchInfo object that exposes various metadata that Photos uses when searching for photos such as labels, associated holiday, etc. (**Photos 5+ only**).
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The following properties are available:
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#### `labels`
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Returns list of labels applied to photo by Photos image categorization algorithms.
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#### `place_names`
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Returns list of place names associated with the photo.
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#### `streets`
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Returns list of street names associated with the photo. (e.g. reverse geolocation of where the photo was taken)
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#### `neighborhoods`
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Returns list of neighborhood names associated with the photo.
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#### `locality_names`
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Returns list of locality names associated with the photo.
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#### `city`
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Returns str of city/town/municipality associated with the photo.
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#### `state`
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Returns str of state name associated with the photo.
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#### `state_abbreviation`
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Returns str of state abbreviation associated with the photo.
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#### `country`
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Returns str of country name associated with the photo.
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#### `month`
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Returns str of month name associated witht the photo (e.g. month in which the photo was taken)
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#### `year`
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Returns year associated with the photo.
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#### `bodies_of_water`
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Returns list of bodies of water associated with the photo.
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#### `holidays`
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Returns list of holiday names associated with the photo.
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#### `activities`
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Returns list of activities associated with the photo.
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#### `season`
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Returns str of season name associated with the photo.
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#### `venues`
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Returns list of venue names associated with the photo.
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#### `venue_types`
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Returns list of venue types associated with the photoo.
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#### `media_types`
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Returns list of media types associated with the photo.
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#### `all`
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Returns all search_info properties as a single list of strings.
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#### `asdict()`
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Returns all associated search_info metadata as a dict.
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### PersonInfo
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[PhotosDB.person_info](#dbpersoninfo) and [PhotoInfo.person_info](#photopersoninfo) return a list of PersonInfo objects represents persons in the database and in a photo, respectively. The PersonInfo class has the following properties and methods.
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@ -102,6 +102,63 @@ _OSXPHOTOS_NONE_SENTINEL = "OSXPhotosXYZZY42_Sentinel$"
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# SearchInfo categories for Photos 5, corresponds to categories in database/search/psi.sqlite
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SEARCH_CATEGORY_LABEL = 2024
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SEARCH_CATEGORY_PLACE_NAME = 1
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SEARCH_CATEGORY_STREET = 2
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SEARCH_CATEGORY_NEIGHBORHOOD = 3
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SEARCH_CATEGORY_LOCALITY_4 = 4
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SEARCH_CATEGORY_CITY = 5
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SEARCH_CATEGORY_SUB_LOCALITY = 6
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SEARCH_CATEGORY_LOCALITY_7 = 7
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SEARCH_CATEGORY_LOCALITY_8 = 8
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SEARCH_CATEGORY_NAMED_AREA = 9
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SEARCH_CATEGORY_ALL_LOCALITY = [
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SEARCH_CATEGORY_LOCALITY_4,
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SEARCH_CATEGORY_SUB_LOCALITY,
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SEARCH_CATEGORY_LOCALITY_7,
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SEARCH_CATEGORY_LOCALITY_8,
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SEARCH_CATEGORY_NAMED_AREA,
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]
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SEARCH_CATEGORY_STATE = 10
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SEARCH_CATEGORY_STATE_ABBREVIATION = 11
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SEARCH_CATEGORY_COUNTRY = 12
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SEARCH_CATEGORY_BODY_OF_WATER = 14
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SEARCH_CATEGORY_MONTH = 1014
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SEARCH_CATEGORY_YEAR = 1015
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SEARCH_CATEGORY_KEYWORDS = 2016
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SEARCH_CATEGORY_TITLE = 2017
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SEARCH_CATEGORY_DESCRIPTION = 2018
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SEARCH_CATEGORY_HOME = 2020
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SEARCH_CATEGORY_PERSON = 2021
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SEARCH_CATEGORY_ACTIVITY = 2027
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SEARCH_CATEGORY_HOLIDAY = 2029
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SEARCH_CATEGORY_SEASON = 2030
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SEARCH_CATEGORY_WORK = 2036
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SEARCH_CATEGORY_VENUE = 2038
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SEARCH_CATEGORY_VENUE_TYPE = 2039
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SEARCH_CATEGORY_PHOTO_TYPE_VIDEO = 2044
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SEARCH_CATEGORY_PHOTO_TYPE_SLOMO = 2045
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SEARCH_CATEGORY_PHOTO_TYPE_LIVE = 2046
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SEARCH_CATEGORY_PHOTO_TYPE_SCREENSHOT = 2047
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SEARCH_CATEGORY_PHOTO_TYPE_PANORAMA = 2048
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SEARCH_CATEGORY_PHOTO_TYPE_TIMELAPSE = 2049
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SEARCH_CATEGORY_PHOTO_TYPE_BURSTS = 2052
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SEARCH_CATEGORY_PHOTO_TYPE_PORTRAIT = 2053
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SEARCH_CATEGORY_PHOTO_TYPE_SELFIES = 2054
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SEARCH_CATEGORY_PHOTO_TYPE_FAVORITES = 2055
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SEARCH_CATEGORY_MEDIA_TYPES = [
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SEARCH_CATEGORY_PHOTO_TYPE_VIDEO,
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SEARCH_CATEGORY_PHOTO_TYPE_SLOMO,
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SEARCH_CATEGORY_PHOTO_TYPE_LIVE,
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SEARCH_CATEGORY_PHOTO_TYPE_SCREENSHOT,
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SEARCH_CATEGORY_PHOTO_TYPE_PANORAMA,
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SEARCH_CATEGORY_PHOTO_TYPE_TIMELAPSE,
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SEARCH_CATEGORY_PHOTO_TYPE_BURSTS,
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SEARCH_CATEGORY_PHOTO_TYPE_PORTRAIT,
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SEARCH_CATEGORY_PHOTO_TYPE_SELFIES,
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SEARCH_CATEGORY_PHOTO_TYPE_FAVORITES,
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]
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SEARCH_CATEGORY_PHOTO_NAME = 2056
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# Max filename length on MacOS
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MAX_FILENAME_LEN = 255
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@ -119,5 +176,5 @@ DEFAULT_EDITED_SUFFIX = "_edited"
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DEFAULT_ORIGINAL_SUFFIX = ""
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# Colors for print CLI messages
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CLI_COLOR_ERROR = 'red'
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CLI_COLOR_WARNING = 'yellow'
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CLI_COLOR_ERROR = "red"
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CLI_COLOR_WARNING = "yellow"
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@ -1,5 +1,5 @@
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""" version info """
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__version__ = "0.38.10"
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__version__ = "0.38.11"
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@ -1,11 +1,32 @@
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""" Methods and class for PhotoInfo exposing SearchInfo data such as labels
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Adds the following properties to PhotoInfo (valid only for Photos 5):
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search_info: returns a SearchInfo object
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search_info_normalized: returns a SearchInfo object with properties that produce normalized results
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labels: returns list of labels
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labels_normalized: returns list of normalized labels
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"""
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from .._constants import _PHOTOS_4_VERSION, SEARCH_CATEGORY_LABEL
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from .._constants import (
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_PHOTOS_4_VERSION,
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SEARCH_CATEGORY_CITY,
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SEARCH_CATEGORY_LABEL,
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SEARCH_CATEGORY_NEIGHBORHOOD,
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SEARCH_CATEGORY_PLACE_NAME,
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SEARCH_CATEGORY_STREET,
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SEARCH_CATEGORY_ALL_LOCALITY,
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SEARCH_CATEGORY_COUNTRY,
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SEARCH_CATEGORY_STATE,
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SEARCH_CATEGORY_STATE_ABBREVIATION,
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SEARCH_CATEGORY_BODY_OF_WATER,
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SEARCH_CATEGORY_MONTH,
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SEARCH_CATEGORY_YEAR,
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SEARCH_CATEGORY_HOLIDAY,
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SEARCH_CATEGORY_ACTIVITY,
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SEARCH_CATEGORY_SEASON,
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SEARCH_CATEGORY_VENUE,
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SEARCH_CATEGORY_VENUE_TYPE,
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SEARCH_CATEGORY_MEDIA_TYPES,
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)
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@property
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@ -24,6 +45,22 @@ def search_info(self):
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return self._search_info
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@property
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def search_info_normalized(self):
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""" returns SearchInfo object for photo that produces normalized results
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only valid on Photos 5, on older libraries, returns None
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"""
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if self._db._db_version <= _PHOTOS_4_VERSION:
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return None
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# memoize SearchInfo object
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try:
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return self._search_info_normalized
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except AttributeError:
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self._search_info_normalized = SearchInfo(self, normalized=True)
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return self._search_info_normalized
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@property
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def labels(self):
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""" returns list of labels applied to photo by Photos image categorization
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@ -43,14 +80,15 @@ def labels_normalized(self):
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if self._db._db_version <= _PHOTOS_4_VERSION:
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return []
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return self.search_info.labels_normalized
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return self.search_info_normalized.labels
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class SearchInfo:
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""" Info about search terms such as machine learning labels that Photos knows about a photo """
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def __init__(self, photo):
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""" photo: PhotoInfo object """
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def __init__(self, photo, normalized=False):
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""" photo: PhotoInfo object
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normalized: if True, all properties return normalized (lower case) results """
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if photo._db._db_version <= _PHOTOS_4_VERSION:
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raise NotImplementedError(
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@ -58,6 +96,7 @@ class SearchInfo:
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)
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self._photo = photo
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self._normalized = normalized
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self.uuid = photo.uuid
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try:
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# get search info for this UUID
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@ -69,25 +108,170 @@ class SearchInfo:
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@property
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def labels(self):
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""" return list of labels associated with Photo """
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if self._db_searchinfo:
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labels = [
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rec["content_string"]
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for rec in self._db_searchinfo
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if rec["category"] == SEARCH_CATEGORY_LABEL
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]
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else:
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labels = []
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return labels
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return self._get_text_for_category(SEARCH_CATEGORY_LABEL)
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@property
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def labels_normalized(self):
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""" return list of normalized labels associated with Photo """
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def place_names(self):
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""" returns list of place names """
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return self._get_text_for_category(SEARCH_CATEGORY_PLACE_NAME)
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@property
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def streets(self):
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""" returns list of street names """
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return self._get_text_for_category(SEARCH_CATEGORY_STREET)
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@property
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def neighborhoods(self):
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""" returns list of neighborhoods """
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return self._get_text_for_category(SEARCH_CATEGORY_NEIGHBORHOOD)
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@property
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def locality_names(self):
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""" returns list of other locality names """
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locality = []
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for category in SEARCH_CATEGORY_ALL_LOCALITY:
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locality += self._get_text_for_category(category)
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return locality
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@property
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def city(self):
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""" returns city/town """
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city = self._get_text_for_category(SEARCH_CATEGORY_CITY)
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return city[0] if city else ""
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@property
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def state(self):
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""" returns state name """
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state = self._get_text_for_category(SEARCH_CATEGORY_STATE)
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return state[0] if state else ""
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@property
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def state_abbreviation(self):
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""" returns state abbreviation """
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abbrev = self._get_text_for_category(SEARCH_CATEGORY_STATE_ABBREVIATION)
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return abbrev[0] if abbrev else ""
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@property
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def country(self):
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""" returns country name """
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country = self._get_text_for_category(SEARCH_CATEGORY_COUNTRY)
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return country[0] if country else ""
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@property
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def month(self):
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""" returns month name """
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month = self._get_text_for_category(SEARCH_CATEGORY_MONTH)
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return month[0] if month else ""
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@property
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def year(self):
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""" returns year """
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year = self._get_text_for_category(SEARCH_CATEGORY_YEAR)
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return year[0] if year else ""
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@property
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def bodies_of_water(self):
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""" returns list of body of water names """
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return self._get_text_for_category(SEARCH_CATEGORY_BODY_OF_WATER)
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@property
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def holidays(self):
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""" returns list of holiday names """
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return self._get_text_for_category(SEARCH_CATEGORY_HOLIDAY)
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@property
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def activities(self):
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""" returns list of activity names """
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return self._get_text_for_category(SEARCH_CATEGORY_ACTIVITY)
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@property
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def season(self):
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""" returns season name """
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season = self._get_text_for_category(SEARCH_CATEGORY_SEASON)
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return season[0] if season else ""
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@property
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def venues(self):
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""" returns list of venue names """
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return self._get_text_for_category(SEARCH_CATEGORY_VENUE)
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@property
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def venue_types(self):
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""" returns list of venue types """
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return self._get_text_for_category(SEARCH_CATEGORY_VENUE_TYPE)
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@property
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def media_types(self):
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""" returns list of media types (photo, video, panorama, etc) """
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types = []
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for category in SEARCH_CATEGORY_MEDIA_TYPES:
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types += self._get_text_for_category(category)
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return types
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@property
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def all(self):
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""" return all search info properties in a single list """
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all = (
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self.labels
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+ self.place_names
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+ self.streets
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+ self.neighborhoods
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+ self.locality_names
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+ self.bodies_of_water
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+ self.holidays
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+ self.activities
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+ self.venues
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+ self.venue_types
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+ self.media_types
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)
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if self.city:
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all += [self.city]
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if self.state:
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all += [self.state]
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if self.state_abbreviation:
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all += [self.state_abbreviation]
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if self.country:
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all += [self.country]
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if self.month:
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all += [self.month]
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if self.year:
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all += [self.year]
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if self.season:
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all += [self.season]
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return all
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def asdict(self):
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""" return dict of search info """
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return {
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"labels": self.labels,
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"place_names": self.place_names,
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"streets": self.streets,
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"neighborhoods": self.neighborhoods,
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"city": self.city,
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"locality_names": self.locality_names,
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"state": self.state,
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"state_abbreviation": self.state_abbreviation,
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"country": self.country,
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"bodies_of_water": self.bodies_of_water,
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"month": self.month,
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"year": self.year,
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"holidays": self.holidays,
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"activities": self.activities,
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"season": self.season,
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"venues": self.venues,
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"venue_types": self.venue_types,
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"media_types": self.media_types,
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}
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def _get_text_for_category(self, category):
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""" return list of text for a specified category ID """
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if self._db_searchinfo:
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labels = [
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rec["normalized_string"]
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content = "normalized_string" if self._normalized else "content_string"
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return [
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rec[content]
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for rec in self._db_searchinfo
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if rec["category"] == SEARCH_CATEGORY_LABEL
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if rec["category"] == category
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]
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else:
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labels = []
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return labels
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return []
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@ -43,6 +43,7 @@ class PhotoInfo:
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# import additional methods
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from ._photoinfo_searchinfo import (
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search_info,
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search_info_normalized,
|
||||
labels,
|
||||
labels_normalized,
|
||||
SearchInfo,
|
||||
@ -980,6 +981,7 @@ class PhotoInfo:
|
||||
comments = [comment.asdict() for comment in self.comments]
|
||||
likes = [like.asdict() for like in self.likes]
|
||||
faces = [face.asdict() for face in self.face_info]
|
||||
search_info = self.search_info.asdict() if self.search_info else {}
|
||||
|
||||
return {
|
||||
"library": self._db._library_path,
|
||||
@ -1041,6 +1043,7 @@ class PhotoInfo:
|
||||
"original_filesize": self.original_filesize,
|
||||
"comments": comments,
|
||||
"likes": likes,
|
||||
"search_info": search_info,
|
||||
}
|
||||
|
||||
def json(self):
|
||||
|
||||
@ -104,17 +104,19 @@ def _process_searchinfo(self):
|
||||
for row in c:
|
||||
uuid = ints_to_uuid(row[1], row[2])
|
||||
# strings have null character appended, so strip it
|
||||
record = {}
|
||||
record["uuid"] = uuid
|
||||
record["rowid"] = row[0]
|
||||
record["uuid_0"] = row[1]
|
||||
record["uuid_1"] = row[2]
|
||||
record["groupid"] = row[3]
|
||||
record["category"] = row[4]
|
||||
record["owning_groupid"] = row[5]
|
||||
record["content_string"] = normalize_unicode(row[6].replace("\x00", ""))
|
||||
record = {
|
||||
"uuid": uuid,
|
||||
"rowid": row[0],
|
||||
"uuid_0": row[1],
|
||||
"uuid_1": row[2],
|
||||
"groupid": row[3],
|
||||
"category": row[4],
|
||||
"owning_groupid": row[5],
|
||||
"content_string": normalize_unicode(row[6].replace("\x00", "")),
|
||||
}
|
||||
|
||||
record["normalized_string"] = normalize_unicode(row[7].replace("\x00", ""))
|
||||
record["lookup_identifier"] = row[8]
|
||||
record["lookup_identifier"] = normalize_unicode(row[8].replace("\x00", ""))
|
||||
|
||||
try:
|
||||
_db_searchinfo_uuid[uuid].append(record)
|
||||
|
||||
1
tests/search_info_test_data_10_15_7.json
Normal file
1
tests/search_info_test_data_10_15_7.json
Normal file
File diff suppressed because one or more lines are too long
@ -210,7 +210,7 @@ def test_search_info(photosdb):
|
||||
def test_labels_normalized(photosdb):
|
||||
for uuid in LABELS_NORMALIZED_DICT:
|
||||
photo = photosdb.photos(uuid=[uuid])[0]
|
||||
assert sorted(photo.search_info.labels_normalized) == sorted(
|
||||
assert sorted(photo.search_info_normalized.labels) == sorted(
|
||||
LABELS_NORMALIZED_DICT[uuid]
|
||||
)
|
||||
assert sorted(photo.labels_normalized) == sorted(LABELS_NORMALIZED_DICT[uuid])
|
||||
|
||||
@ -349,7 +349,7 @@ def test_labels_normalized(photosdb):
|
||||
for uuid in LABELS_NORMALIZED_DICT:
|
||||
photo = photosdb.photos(uuid=[uuid])[0]
|
||||
logging.warning(f"uuid = {uuid}")
|
||||
assert sorted(photo.search_info.labels_normalized) == sorted(
|
||||
assert sorted(photo.search_info_normalized.labels) == sorted(
|
||||
LABELS_NORMALIZED_DICT[uuid]
|
||||
)
|
||||
assert sorted(photo.labels_normalized) == sorted(LABELS_NORMALIZED_DICT[uuid])
|
||||
|
||||
57
tests/test_search_info_10_15_7.py
Normal file
57
tests/test_search_info_10_15_7.py
Normal file
@ -0,0 +1,57 @@
|
||||
""" test SearchInfo class """
|
||||
|
||||
import json
|
||||
import os
|
||||
|
||||
import pytest
|
||||
|
||||
import osxphotos
|
||||
|
||||
# These tests must be run against the author's personal photo library
|
||||
skip_test = "OSXPHOTOS_TEST_EXPORT" not in os.environ
|
||||
pytestmark = pytest.mark.skipif(
|
||||
skip_test, reason="These tests only run against system Photos library"
|
||||
)
|
||||
|
||||
PHOTOS_DB = "/Users/rhet/Pictures/Photos Library.photoslibrary"
|
||||
|
||||
with open("tests/search_info_test_data_10_15_7.json") as fp:
|
||||
test_data = json.load(fp)
|
||||
|
||||
UUID_SEARCH_INFO = test_data["UUID_SEARCH_INFO"]
|
||||
UUID_SEARCH_INFO_NORMALIZED = test_data["UUID_SEARCH_INFO_NORMALIZED"]
|
||||
UUID_SEARCH_INFO_ALL = test_data["UUID_SEARCH_INFO_ALL"]
|
||||
UUID_SEARCH_INFO_ALL_NORMALIZED = test_data["UUID_SEARCH_INFO_ALL_NORMALIZED"]
|
||||
|
||||
|
||||
@pytest.fixture(scope="module")
|
||||
def photosdb():
|
||||
return osxphotos.PhotosDB(dbfile=PHOTOS_DB)
|
||||
|
||||
|
||||
def test_search_info(photosdb):
|
||||
for uuid in UUID_SEARCH_INFO:
|
||||
photo = photosdb.get_photo(uuid)
|
||||
assert photo.search_info.asdict() == UUID_SEARCH_INFO[uuid]
|
||||
|
||||
|
||||
def test_search_info_normalized(photosdb):
|
||||
for uuid in UUID_SEARCH_INFO_NORMALIZED:
|
||||
photo = photosdb.get_photo(uuid)
|
||||
assert (
|
||||
photo.search_info_normalized.asdict() == UUID_SEARCH_INFO_NORMALIZED[uuid]
|
||||
)
|
||||
|
||||
|
||||
def test_search_info_all(photosdb):
|
||||
for uuid in UUID_SEARCH_INFO_ALL:
|
||||
photo = photosdb.get_photo(uuid)
|
||||
assert sorted(photo.search_info.all) == sorted(UUID_SEARCH_INFO_ALL[uuid])
|
||||
|
||||
|
||||
def test_search_info_all_normalized(photosdb):
|
||||
for uuid in UUID_SEARCH_INFO_ALL_NORMALIZED:
|
||||
photo = photosdb.get_photo(uuid)
|
||||
assert sorted(photo.search_info_normalized.all) == sorted(
|
||||
UUID_SEARCH_INFO_ALL_NORMALIZED[uuid]
|
||||
)
|
||||
34
utils/generate_search_info_test_data.py
Normal file
34
utils/generate_search_info_test_data.py
Normal file
@ -0,0 +1,34 @@
|
||||
""" Create the test data needed for test_search_info_10_15_7.py """
|
||||
|
||||
# reads data from the author's system photo library to build the test data
|
||||
# used to test SearchInfo
|
||||
|
||||
import json
|
||||
|
||||
import osxphotos
|
||||
|
||||
UUID = [
|
||||
"C8EAF50A-D891-4E0C-8086-C417E1284153",
|
||||
"71DFB4C3-E868-4BE4-906E-D96BD8692D7E",
|
||||
"2C151013-5BBA-4D00-B70F-1C9420418B86",
|
||||
]
|
||||
|
||||
data = {
|
||||
"UUID_SEARCH_INFO": {},
|
||||
"UUID_SEARCH_INFO_NORMALIZED": {},
|
||||
"UUID_SEARCH_INFO_ALL": {},
|
||||
"UUID_SEARCH_INFO_ALL_NORMALIZED": {},
|
||||
}
|
||||
|
||||
photosdb = osxphotos.PhotosDB()
|
||||
|
||||
for uuid in UUID:
|
||||
photo = photosdb.get_photo(uuid)
|
||||
search = photo.search_info
|
||||
search_norm = photo.search_info_normalized
|
||||
data["UUID_SEARCH_INFO"][uuid] = search.asdict()
|
||||
data["UUID_SEARCH_INFO_NORMALIZED"][uuid] = search_norm.asdict()
|
||||
data["UUID_SEARCH_INFO_ALL"][uuid] = search.all
|
||||
data["UUID_SEARCH_INFO_ALL_NORMALIZED"][uuid] = search_norm.all
|
||||
|
||||
print(json.dumps(data))
|
||||
Loading…
x
Reference in New Issue
Block a user