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pop-fem-audit/tools/tests/test_pool_keywords.py
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2026-08-17 22:38:28 +08:00

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Python

# Tools for A Feminist Audit of Pop Music.
# Copyright 2026 imacat. All rights reserved.
# Authors:
# imacat@mail.imacat.idv.tw (imacat), 2026/8/5
"""Unit tests for the keyword pooler module."""
import csv
import io
import json
import tempfile
import unittest
from contextlib import redirect_stderr
from pathlib import Path
from typing import Any
from pop_fem_audit_tools.commands import pool_keywords
class TestPoolKeywords(unittest.TestCase):
"""Test cases for the keyword pooler."""
def setUp(self) -> None:
"""Create a temporary directory with two run directories."""
tmp: tempfile.TemporaryDirectory[str] \
= tempfile.TemporaryDirectory()
self.addCleanup(tmp.cleanup)
self.__dir: Path = Path(tmp.name)
self.__run1: Path = self.__dir / "run1"
self.__run2: Path = self.__dir / "run2"
self.__run1.mkdir()
self.__run2.mkdir()
self.__pool: Path = self.__dir / "pool.txt"
self.__provenance: Path = self.__dir / "provenance.csv"
@staticmethod
def __write_output(
run_dir: Path, records: list[dict[str, Any]]) -> None:
"""Write the ``output.jsonl`` file of one run.
:param run_dir: The run's archive directory.
:param records: The envelope records, in file order.
:return: None.
"""
lines: list[str] = [
json.dumps(x, ensure_ascii=False) for x in records]
(run_dir / "output.jsonl").write_text(
"\n".join(lines) + "\n", encoding="utf-8")
def __run_pool(self) -> tuple[int, str]:
"""Run the pooler with the standard error captured.
:return: A tuple of the exit status and the standard
error.
"""
stderr: io.StringIO = io.StringIO()
with redirect_stderr(stderr):
status: int = pool_keywords.main([
str(self.__run1), str(self.__run2),
str(self.__pool), str(self.__provenance)])
return status, stderr.getvalue()
def __read_pool(self) -> list[str]:
"""Read the pool text file.
:return: The keyword list, one keyword per line, with the
trailing empty line from the final newline removed.
"""
lines: list[str] = self.__pool.read_text(
encoding="utf-8").split("\n")
self.assertEqual(lines[-1], "")
return lines[:-1]
def __read_provenance(self) -> list[list[str]]:
"""Read the provenance CSV file.
:return: All rows, including the header row, in file
order.
"""
with open(self.__provenance, encoding="utf-8",
newline="") as file:
return list(csv.reader(file))
def test_pools_union_dedup_sorted(self) -> None:
"""Test the union, dedup, and lexicographic ordering, and
the plain one-keyword-per-line pool file shape."""
self.__write_output(self.__run1, [
{"id": "song-1",
"text": json.dumps({"strength": 1, "shared": 1})},
])
self.__write_output(self.__run2, [
{"id": "song-3",
"text": json.dumps({"warrior": 1, "shared": 1})},
])
status: int
stderr: str
status, stderr = self.__run_pool()
self.assertEqual(status, 0)
self.assertEqual(
self.__read_pool(), ["shared", "strength", "warrior"])
self.assertIn(
"done: 3 keywords pooled from 1+1 records", stderr)
def test_skips_error_records(self) -> None:
"""Test that records carrying an "error" field are
excluded from the pool and the record count."""
self.__write_output(self.__run1, [
{"id": "song-1",
"text": json.dumps({"strength": 1})},
{"id": "song-2", "error": "invalid_request_error"},
])
self.__write_output(self.__run2, [
{"id": "song-3", "text": json.dumps({"warrior": 1})},
])
status: int
stderr: str
status, stderr = self.__run_pool()
self.assertEqual(status, 0)
self.assertEqual(
self.__read_pool(), ["strength", "warrior"])
self.assertIn(
"done: 2 keywords pooled from 1+1 records", stderr)
def test_skips_non_json_text_records(self) -> None:
"""Test that a refusal, whose "text" does not parse as
JSON, is skipped rather than failing the run."""
self.__write_output(self.__run1, [
{"id": "song-1",
"text": json.dumps({"strength": 1})},
{"id": "song-2", "text": "I cannot help with that."},
])
self.__write_output(self.__run2, [
{"id": "song-3", "text": json.dumps({"warrior": 1})},
])
status: int
stderr: str
status, stderr = self.__run_pool()
self.assertEqual(status, 0)
self.assertEqual(
self.__read_pool(), ["strength", "warrior"])
self.assertIn(
"done: 2 keywords pooled from 1+1 records", stderr)
def test_duplicate_key_in_text_rejected(self) -> None:
"""Test that a "text" JSON object with a duplicate key
fails the run without writing any output file."""
self.__write_output(self.__run1, [
{"id": "song-1",
"text": '{"strength": 1, "strength": 2}'},
])
self.__write_output(self.__run2, [
{"id": "song-3", "text": json.dumps({"warrior": 1})},
])
status: int
stderr: str
status, stderr = self.__run_pool()
self.assertEqual(status, 1)
self.assertIn("duplicate key", stderr)
self.assertFalse(self.__pool.exists())
self.assertFalse(self.__provenance.exists())
def test_non_object_text_rejected(self) -> None:
"""Test that a "text" JSON value that is not an object
fails the run without writing any output file."""
self.__write_output(self.__run1, [
{"id": "song-1", "text": json.dumps(["strength"])},
])
self.__write_output(self.__run2, [
{"id": "song-3", "text": json.dumps({"warrior": 1})},
])
status: int
stderr: str
status, stderr = self.__run_pool()
self.assertEqual(status, 1)
self.assertIn("song-1", stderr)
self.assertFalse(self.__pool.exists())
self.assertFalse(self.__provenance.exists())
def test_provenance_content_and_ordering(self) -> None:
"""Test the provenance content and its ordering: rows
sorted by keyword lexicographically, then by run label,
then by song ID."""
self.__write_output(self.__run1, [
{"id": "song-2", "text": json.dumps({"shared": 1})},
{"id": "song-1", "text": json.dumps({"shared": 1})},
])
self.__write_output(self.__run2, [
{"id": "song-5",
"text": json.dumps({"shared": 1, "warrior": 1})},
])
status: int
status, _ = self.__run_pool()
self.assertEqual(status, 0)
rows: list[list[str]] = self.__read_provenance()
self.assertEqual(rows[1:], [
["shared", "run1", "1"],
["shared", "run1", "2"],
["shared", "run2", "5"],
["warrior", "run2", "5"],
])
def test_provenance_file_header_and_row_count(self) -> None:
"""Test that the provenance CSV file starts with the
``Keyword,Run,Song`` header row and has exactly one row
per keyword occurrence."""
self.__write_output(self.__run1, [
{"id": "song-2", "text": json.dumps({"shared": 1})},
{"id": "song-1", "text": json.dumps({"shared": 1})},
])
self.__write_output(self.__run2, [
{"id": "song-5",
"text": json.dumps({"shared": 1, "warrior": 1})},
])
status: int
status, _ = self.__run_pool()
self.assertEqual(status, 0)
rows: list[list[str]] = self.__read_provenance()
self.assertEqual(rows[0], ["Keyword", "Run", "Song"])
self.assertEqual(len(rows), 1 + 4)