testsAndMisc/python_pkg/word_frequency/tests/test_excerpt_finder.py

432 lines
14 KiB
Python

"""Tests for word_frequency.excerpt_finder module."""
from __future__ import annotations
import time
from pathlib import Path
import pytest
from python_pkg.word_frequency.excerpt_finder import (
ExcerptResult,
find_best_excerpt,
find_best_excerpt_with_context,
format_excerpt_results,
main,
)
class TestFindBestExcerpt:
"""Tests for find_best_excerpt function."""
def test_basic_example(self) -> None:
"""Test the example from the user request."""
text = "they went somewhere he and she and the guy"
result = find_best_excerpt(text, ["and", "the"], excerpt_length=3)
assert len(result) == 1
# Should find an excerpt with 66.67% match (2/3)
assert result[0].match_count == 2
assert result[0].match_percentage == pytest.approx(66.67, rel=0.01)
def test_all_matching_words(self) -> None:
"""Test when all words in excerpt match target words."""
text = "the and the and the"
result = find_best_excerpt(text, ["the", "and"], excerpt_length=3)
assert len(result) == 1
assert result[0].match_count == 3
assert result[0].match_percentage == 100.0
def test_no_matching_words(self) -> None:
"""Test when no words match target words."""
text = "hello world foo bar"
result = find_best_excerpt(text, ["xyz", "abc"], excerpt_length=2)
assert len(result) == 1
assert result[0].match_count == 0
assert result[0].match_percentage == 0.0
def test_top_n_results(self) -> None:
"""Test getting multiple top results."""
text = "they went somewhere he and she and the guy"
result = find_best_excerpt(text, ["and", "the"], excerpt_length=3, top_n=5)
# Should have multiple results
assert len(result) >= 3
# First results should have higher or equal match counts than later ones
for i in range(len(result) - 1):
assert result[i].match_count >= result[i + 1].match_count
def test_case_insensitive_default(self) -> None:
"""Test case-insensitive matching by default."""
text = "THE And THE and THE"
result = find_best_excerpt(text, ["the", "AND"], excerpt_length=3)
assert result[0].match_count == 3
def test_case_sensitive(self) -> None:
"""Test case-sensitive matching."""
text = "THE And THE and THE"
result = find_best_excerpt(
text, ["the", "and"], excerpt_length=3, case_sensitive=True
)
# "THE" won't match "the", "And" won't match "and"
# Only "and" matches in position 3
assert result[0].match_count < 3
def test_empty_text(self) -> None:
"""Test with empty text."""
result = find_best_excerpt("", ["the"], excerpt_length=3)
assert result == []
def test_text_shorter_than_excerpt(self) -> None:
"""Test when text is shorter than requested excerpt."""
result = find_best_excerpt("hello world", ["hello"], excerpt_length=5)
assert result == []
def test_zero_excerpt_length(self) -> None:
"""Test with zero excerpt length."""
result = find_best_excerpt("hello world", ["hello"], excerpt_length=0)
assert result == []
def test_negative_excerpt_length(self) -> None:
"""Test with negative excerpt length."""
result = find_best_excerpt("hello world", ["hello"], excerpt_length=-1)
assert result == []
def test_excerpt_at_text_boundaries(self) -> None:
"""Test that excerpts at start and end of text are found."""
text = "the the the middle words here end end end"
result = find_best_excerpt(text, ["the"], excerpt_length=3, top_n=10)
# Check that we find the "the the the" at the start
excerpts = [r.excerpt for r in result]
assert "the the the" in excerpts
def test_unicode_words(self) -> None:
"""Test with Polish/unicode words."""
text = "zażółć gęślą jaźń i w się nie"
result = find_best_excerpt(text, ["zażółć", "jaźń"], excerpt_length=3)
assert len(result) == 1
# "zażółć gęślą jaźń" should have 2 matches
assert result[0].match_count == 2
def test_result_structure(self) -> None:
"""Test that result has correct structure."""
text = "hello world test"
result = find_best_excerpt(text, ["hello"], excerpt_length=2)
assert len(result) == 1
assert isinstance(result[0], ExcerptResult)
assert isinstance(result[0].excerpt, str)
assert isinstance(result[0].words, list)
assert isinstance(result[0].start_index, int)
assert isinstance(result[0].end_index, int)
assert isinstance(result[0].match_count, int)
assert isinstance(result[0].match_percentage, float)
def test_word_indices(self) -> None:
"""Test that word indices are correct."""
text = "a b c d e"
result = find_best_excerpt(text, ["c"], excerpt_length=1)
# "c" is at index 2
assert result[0].start_index == 2
assert result[0].end_index == 3
assert result[0].excerpt == "c"
class TestFindBestExcerptWithContext:
"""Tests for find_best_excerpt_with_context function."""
def test_no_context(self) -> None:
"""Test with zero context (should behave like find_best_excerpt)."""
text = "a b c d e f g"
result = find_best_excerpt_with_context(
text, ["c"], excerpt_length=1, context_words=0
)
assert result[0].excerpt == "c"
def test_with_context(self) -> None:
"""Test with context words."""
text = "a b c d e f g"
result = find_best_excerpt_with_context(
text, ["d"], excerpt_length=1, context_words=2
)
# "d" at index 3, with context should include 2 words before and after
# Result should be "b c d e f"
assert "d" in result[0].excerpt
assert len(result[0].words) == 5
def test_context_at_start(self) -> None:
"""Test context doesn't go before start of text."""
text = "a b c d e"
result = find_best_excerpt_with_context(
text, ["a"], excerpt_length=1, context_words=3
)
# Can't go before "a", so just get words after
assert result[0].start_index == 0
assert result[0].words[0] == "a"
def test_context_at_end(self) -> None:
"""Test context doesn't go beyond end of text."""
text = "a b c d e"
result = find_best_excerpt_with_context(
text, ["e"], excerpt_length=1, context_words=3
)
# Can't go beyond "e"
assert result[0].words[-1] == "e"
class TestFormatExcerptResults:
"""Tests for format_excerpt_results function."""
def test_single_result(self) -> None:
"""Test formatting a single result."""
results = [
ExcerptResult(
excerpt="hello world",
words=["hello", "world"],
start_index=0,
end_index=2,
match_count=1,
match_percentage=50.0,
)
]
output = format_excerpt_results(results, ["hello"])
assert "hello" in output
assert "50.00%" in output
assert "hello world" in output
def test_multiple_results(self) -> None:
"""Test formatting multiple results."""
results = [
ExcerptResult(
excerpt="a b",
words=["a", "b"],
start_index=0,
end_index=2,
match_count=2,
match_percentage=100.0,
),
ExcerptResult(
excerpt="c d",
words=["c", "d"],
start_index=2,
end_index=4,
match_count=1,
match_percentage=50.0,
),
]
output = format_excerpt_results(results, ["a", "b"])
assert "Result #1" in output
assert "Result #2" in output
def test_empty_results(self) -> None:
"""Test formatting empty results."""
output = format_excerpt_results([], ["hello"])
assert "No excerpts found" in output
class TestMain:
"""Tests for main CLI function."""
def test_text_and_words_input(self, capsys: pytest.CaptureFixture[str]) -> None:
"""Test --text and --words options."""
exit_code = main(
["--text", "hello world hello", "--words", "hello", "--length", "2"]
)
captured = capsys.readouterr()
assert exit_code == 0
assert "hello" in captured.out
def test_file_input(
self, tmp_path: Path, capsys: pytest.CaptureFixture[str]
) -> None:
"""Test --file input option."""
test_file = tmp_path / "test.txt"
test_file.write_text("hello world hello world", encoding="utf-8")
exit_code = main(
["--file", str(test_file), "--words", "hello", "--length", "2"]
)
captured = capsys.readouterr()
assert exit_code == 0
assert "hello" in captured.out
def test_words_file_input(
self, tmp_path: Path, capsys: pytest.CaptureFixture[str]
) -> None:
"""Test --words-file option."""
text_file = tmp_path / "text.txt"
words_file = tmp_path / "words.txt"
text_file.write_text("hello world hello world", encoding="utf-8")
words_file.write_text("hello\nworld\n", encoding="utf-8")
exit_code = main(
[
"--file",
str(text_file),
"--words-file",
str(words_file),
"--length",
"2",
]
)
captured = capsys.readouterr()
assert exit_code == 0
assert "100.00%" in captured.out # Both words match
def test_top_option(self, capsys: pytest.CaptureFixture[str]) -> None:
"""Test --top option."""
exit_code = main(
[
"--text",
"a b c d e f",
"--words",
"a",
"b",
"--length",
"2",
"--top",
"3",
]
)
captured = capsys.readouterr()
assert exit_code == 0
# Should show multiple results
assert "Result #1" in captured.out
def test_context_option(self, capsys: pytest.CaptureFixture[str]) -> None:
"""Test --context option."""
exit_code = main(
[
"--text",
"a b c d e f g",
"--words",
"d",
"--length",
"1",
"--context",
"2",
]
)
captured = capsys.readouterr()
assert exit_code == 0
# Excerpt should include context words
def test_case_sensitive_option(self, capsys: pytest.CaptureFixture[str]) -> None:
"""Test --case-sensitive option."""
exit_code = main(
[
"--text",
"Hello HELLO hello",
"--words",
"hello",
"--length",
"1",
"--case-sensitive",
]
)
captured = capsys.readouterr()
assert exit_code == 0
# Only lowercase "hello" should match
def test_file_not_found(self, capsys: pytest.CaptureFixture[str]) -> None:
"""Test error handling for missing file."""
exit_code = main(
["--file", "/nonexistent/file.txt", "--words", "hello", "--length", "2"]
)
captured = capsys.readouterr()
assert exit_code == 1
assert "Error" in captured.err
def test_empty_words_file(
self, tmp_path: Path, capsys: pytest.CaptureFixture[str]
) -> None:
"""Test error when words file is empty."""
text_file = tmp_path / "text.txt"
words_file = tmp_path / "words.txt"
text_file.write_text("hello world", encoding="utf-8")
words_file.write_text("", encoding="utf-8")
exit_code = main(
[
"--file",
str(text_file),
"--words-file",
str(words_file),
"--length",
"2",
]
)
captured = capsys.readouterr()
assert exit_code == 1
assert "No target words" in captured.err
class TestPerformance:
"""Performance tests for excerpt finder."""
def test_large_text_performance(self) -> None:
"""Test that finding excerpts in large text completes quickly."""
# Generate large text (~100k words)
words = ["the", "and", "of", "to", "in", "a", "that", "is", "was", "for"]
large_text = " ".join(words * 10000)
target_words = ["the", "and", "of"]
start_time = time.perf_counter()
result = find_best_excerpt(
large_text, target_words, excerpt_length=100, top_n=10
)
elapsed = time.perf_counter() - start_time
assert elapsed < 5.0, f"Search took {elapsed:.2f}s, expected < 5s"
assert len(result) > 0
def test_many_target_words_performance(self) -> None:
"""Test performance with many target words."""
# Generate text
text_words = [f"word{i}" for i in range(1000)] * 100
large_text = " ".join(text_words)
# Many target words
target_words = [f"word{i}" for i in range(500)]
start_time = time.perf_counter()
result = find_best_excerpt(large_text, target_words, excerpt_length=50, top_n=5)
elapsed = time.perf_counter() - start_time
assert elapsed < 10.0, f"Search took {elapsed:.2f}s, expected < 10s"
assert len(result) > 0
def test_long_excerpt_performance(self) -> None:
"""Test performance with long excerpt length."""
words = ["a", "b", "c", "d", "e"] * 10000
large_text = " ".join(words)
start_time = time.perf_counter()
result = find_best_excerpt(large_text, ["a", "b"], excerpt_length=1000, top_n=5)
elapsed = time.perf_counter() - start_time
assert elapsed < 5.0, f"Search took {elapsed:.2f}s, expected < 5s"
assert len(result) > 0