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Derive the performing group genders from their Wikidata members

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Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
This commit is contained in:
imacat
2026-08-17 21:47:36 +08:00
co-authored by Claude Opus 5
parent ef5644f8de
commit 13ab2df8a3
8 changed files with 1733 additions and 1051 deletions
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tools/src/pop_fem_audit_tools/commands/build_db.py
+24 -16
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@@ -41,9 +41,12 @@ spelling, except for the names listed in
canonical spelling regardless of which variant is seen first.
Once the artists carry their captured attributes, every song
takes a performer gender derived from the genders of the artists
credited on it, primary and featured alike; see
`PerformerGenderDeriver.performer_gender`.
takes a performer gender derived from the genders of the
performing artists credited on it, primary and featured alike. A
credited artist without an artist type -- a label, a brand, or a
producer collective -- is not a performing act: it has no voice,
so its gender is inapplicable, and it takes no part in the
derivation. See `PerformerGenderDeriver.performer_gender`.
On a successful build, two review CSV files, ``songs.csv`` and
``artists.csv``, are (re)written under the given output directory,
@@ -617,11 +620,13 @@ class CaptureImporter:
class PerformerGenderDeriver:
"""The performer-gender job: derives the song-level performer
gender from the genders of the credited artists."""
gender from the genders of the credited artists that are
performing acts, a credited artist without an artist type
taking no part."""
MIXED: str = "mixed"
"""The performer gender of a song whose credited artists do not
all share one gender."""
"""The performer gender of a song whose performing credited
artists do not all share one gender."""
def __init__(self, session: Session) -> None:
"""Initialize the deriver.
@@ -636,33 +641,36 @@ class PerformerGenderDeriver:
Reads the songs back from the database, including any songs
pending in the same session, and sets
``Song.performer_gender`` from the genders of the artists
credited on the song, primary and featured alike (see
`performer_gender`). When the method returns, the derived
performer genders are queryable in the session.
credited on the song, primary and featured alike, that have
an artist type (see `performer_gender`). A credited artist
without an artist type is not a performing act and takes no
part. When the method returns, the derived performer
genders are queryable in the session.
:return: None.
"""
song: Song
for song in self.__session.scalars(sa.select(Song)):
song.performer_gender = self.performer_gender(
[x.artist.gender for x in song.song_artists])
[x.artist.gender for x in song.song_artists
if x.artist.type])
self.__session.flush()
@classmethod
def performer_gender(
cls, genders: Iterable[str | None]) -> str | None:
"""Combine the credited artists' genders into one value.
"""Combine the performing artists' genders into one value.
A gender that is None or empty counts as unknown. Two or
more distinct known genders give ``MIXED``, an unknown one
notwithstanding, as an unknown cannot undo a disagreement.
A single known gender shared by every credited artist gives
A single known gender shared by every given artist gives
that gender. Anything else -- a single known gender
alongside an unknown one, or no known gender at all -- gives
None.
alongside an unknown one, no known gender at all, or no
gender given at all -- gives None.
:param genders: The genders of the artists credited on one
song, in any order.
:param genders: The genders of the performing artists
credited on one song, in any order.
:return: The performer gender of the song, or None when it
is undetermined.
"""