Spaces:
Running on Zero
Running on Zero
Daryl Lim Claude Opus 4.6 commited on
Commit ·
603e09c
1
Parent(s): 99b797c
test: add 24 tests and improve test infrastructure
Browse filesAdd 19 fast tests (signature defaults, device fallback, batch parsing
edge cases, output writing, guard clauses, UI component config) and
5 slow tests (beam search, temperature, max tokens, empty input,
beam+temperature conflict). Total: 25 → 49 tests.
Refactor existing tests to use pytest tmp_path fixture for automatic
cleanup, add shared demo fixture for UI tests, suppress uncaptured
UserWarning in device test, and modernize pytest.raises usage.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- tests/test_app.py +327 -54
tests/test_app.py
CHANGED
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@@ -1,6 +1,6 @@
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import csv
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import tempfile
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from pathlib import Path
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import pytest
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import torch
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@@ -37,69 +37,158 @@ def test_translate_accepts_generation_params():
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assert "temperature" in params
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# --- Batch file parsing helper tests ---
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def _make_txt_file(lines: list[str]) -> str:
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"""Create a
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return f.name
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def _make_csv_file(rows: list[dict]) -> str:
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"""Create a
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return
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def test_parse_txt_file():
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import app
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path = _make_txt_file(["Hello", "World", "Test"])
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texts, original_data = app._parse_input_file(path)
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assert texts == ["Hello", "World", "Test"]
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assert original_data is None
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Path(path).unlink()
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def test_parse_csv_file():
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import app
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path = _make_csv_file([{"id": "1", "text": "Hello"}, {"id": "2", "text": "World"}])
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texts, original_data = app._parse_input_file(path)
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assert texts == ["Hello", "World"]
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assert original_data is not None
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assert len(original_data) == 2
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assert original_data[0]["id"] == "1"
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Path(path).unlink()
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def test_parse_csv_missing_text_column():
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import app
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path = _make_csv_file([{"id": "1", "content": "Hello"}])
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app._parse_input_file(path)
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def test_write_txt_output():
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import app
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output_path = app._write_output_file(["Bonjour", "Monde"], None, ".txt")
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def test_write_csv_output():
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original_data = [{"id": "1", "text": "Hello"}, {"id": "2", "text": "World"}]
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output_path = app._write_output_file(["Bonjour", "Monde"], original_data, ".csv")
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def test_translate_batch_exists():
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assert callable(app.translate_batch)
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import app
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assert "Tab" in component_types, f"Expected Tab component, found: {component_types}"
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assert "Slider" in component_types, f"Expected Slider component, found: {component_types}"
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assert "Dropdown" in component_types, f"Expected Dropdown component, found: {component_types}"
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def test_demo_has_three_sliders():
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"""Three sliders: max_new_tokens, num_beams, temperature."""
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import app
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demo = app._build_demo()
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sliders = [b for b in demo.blocks.values() if type(b).__name__ == "Slider"]
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assert len(sliders) == 3, f"Expected 3 sliders, found {len(sliders)}"
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def test_demo_has_two_tabs():
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"""Two tabs: Single and Batch."""
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import app
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demo = app._build_demo()
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tabs = [b for b in demo.blocks.values() if type(b).__name__ == "Tab"]
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assert len(tabs) == 2, f"Expected 2 tabs, found {len(tabs)}"
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# --- Slow tests (require CUDA + model download) ---
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gpu_available = torch.cuda.is_available()
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result = loaded_app.translate("Hello", "French")
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assert isinstance(result, str)
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assert len(result) > 0
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import csv
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from pathlib import Path
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from unittest.mock import patch
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import pytest
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import torch
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assert "temperature" in params
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# --- Task 1: Signature default + device tests ---
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def test_translate_signature_defaults():
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"""translate() should have correct default values for generation parameters."""
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import inspect
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import app
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sig = inspect.signature(app.translate)
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assert sig.parameters["max_new_tokens"].default == 512
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assert sig.parameters["num_beams"].default == 1
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assert sig.parameters["temperature"].default == 1.0
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def test_translate_batch_signature_defaults():
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"""translate_batch() should have correct default values for generation parameters."""
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import inspect
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import app
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sig = inspect.signature(app.translate_batch)
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assert sig.parameters["max_new_tokens"].default == 512
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assert sig.parameters["num_beams"].default == 1
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assert sig.parameters["temperature"].default == 1.0
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def test_get_device_returns_cpu_when_no_cuda():
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"""_get_device() should return CPU when CUDA is not available."""
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import app
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with patch("app.torch.cuda.is_available", return_value=False):
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with pytest.warns(UserWarning):
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device = app._get_device()
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assert device.type == "cpu"
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def test_get_device_warns_on_cpu():
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"""_get_device() should emit a UserWarning when falling back to CPU."""
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import app
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with patch("app.torch.cuda.is_available", return_value=False):
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with pytest.warns(UserWarning, match="No GPU available"):
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app._get_device()
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# --- Batch file parsing helper tests ---
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def _make_txt_file(tmp_dir: Path, lines: list[str]) -> str:
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"""Create a .txt file in tmp_dir and return its path."""
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path = tmp_dir / "input.txt"
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path.write_text("\n".join(lines))
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return str(path)
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def _make_csv_file(tmp_dir: Path, rows: list[dict]) -> str:
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"""Create a .csv file in tmp_dir and return its path."""
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path = tmp_dir / "input.csv"
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with open(path, "w", newline="") as f:
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writer = csv.DictWriter(f, fieldnames=rows[0].keys())
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writer.writeheader()
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writer.writerows(rows)
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return str(path)
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def test_parse_txt_file(tmp_path):
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import app
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path = _make_txt_file(tmp_path, ["Hello", "World", "Test"])
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texts, original_data = app._parse_input_file(path)
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assert texts == ["Hello", "World", "Test"]
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assert original_data is None
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def test_parse_csv_file(tmp_path):
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import app
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path = _make_csv_file(tmp_path, [{"id": "1", "text": "Hello"}, {"id": "2", "text": "World"}])
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texts, original_data = app._parse_input_file(path)
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assert texts == ["Hello", "World"]
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assert original_data is not None
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assert len(original_data) == 2
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assert original_data[0]["id"] == "1"
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def test_parse_csv_missing_text_column(tmp_path):
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import app
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path = _make_csv_file(tmp_path, [{"id": "1", "content": "Hello"}])
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with pytest.raises(ValueError, match="text"):
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app._parse_input_file(path)
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# --- Task 2: Batch parsing edge cases ---
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def test_parse_empty_txt_file(tmp_path):
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"""Empty .txt file should return ([], None)."""
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import app
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path = tmp_path / "empty.txt"
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path.write_text("")
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texts, original_data = app._parse_input_file(str(path))
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assert texts == []
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assert original_data is None
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def test_parse_unsupported_extension(tmp_path):
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"""Unsupported file extension should raise ValueError."""
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import app
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path = tmp_path / "data.json"
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path.write_text("{}")
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with pytest.raises(ValueError, match="Unsupported file type"):
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app._parse_input_file(str(path))
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def test_parse_single_line_txt(tmp_path):
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"""Single-line .txt file should return one-element list."""
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import app
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path = _make_txt_file(tmp_path, ["Only one line"])
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texts, original_data = app._parse_input_file(path)
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assert texts == ["Only one line"]
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assert original_data is None
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def test_parse_single_row_csv(tmp_path):
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"""Single-row .csv file should return one-element list with metadata."""
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import app
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path = _make_csv_file(tmp_path, [{"id": "1", "text": "Single row"}])
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texts, original_data = app._parse_input_file(path)
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assert texts == ["Single row"]
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assert original_data is not None
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assert len(original_data) == 1
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assert original_data[0]["id"] == "1"
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# --- Write output tests ---
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def test_write_txt_output():
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import app
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output_path = app._write_output_file(["Bonjour", "Monde"], None, ".txt")
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try:
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content = Path(output_path).read_text()
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assert content == "Bonjour\nMonde"
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finally:
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Path(output_path).unlink(missing_ok=True)
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def test_write_csv_output():
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| 197 |
original_data = [{"id": "1", "text": "Hello"}, {"id": "2", "text": "World"}]
|
| 198 |
output_path = app._write_output_file(["Bonjour", "Monde"], original_data, ".csv")
|
| 199 |
+
try:
|
| 200 |
+
with open(output_path, newline="") as f:
|
| 201 |
+
reader = list(csv.DictReader(f))
|
| 202 |
+
assert len(reader) == 2
|
| 203 |
+
assert reader[0]["translation"] == "Bonjour"
|
| 204 |
+
assert reader[0]["id"] == "1"
|
| 205 |
+
assert reader[1]["translation"] == "Monde"
|
| 206 |
+
finally:
|
| 207 |
+
Path(output_path).unlink(missing_ok=True)
|
| 208 |
+
|
| 209 |
+
|
| 210 |
+
# --- Task 3: Write output edge case ---
|
| 211 |
+
|
| 212 |
+
|
| 213 |
+
def test_write_single_txt_output():
|
| 214 |
+
"""Single translation output should have no extraneous newlines."""
|
| 215 |
+
import app
|
| 216 |
+
|
| 217 |
+
output_path = app._write_output_file(["Bonjour"], None, ".txt")
|
| 218 |
+
try:
|
| 219 |
+
content = Path(output_path).read_text()
|
| 220 |
+
assert content == "Bonjour"
|
| 221 |
+
assert "\n" not in content
|
| 222 |
+
finally:
|
| 223 |
+
Path(output_path).unlink(missing_ok=True)
|
| 224 |
+
|
| 225 |
+
|
| 226 |
+
# --- Batch function tests ---
|
| 227 |
|
| 228 |
|
| 229 |
def test_translate_batch_exists():
|
|
|
|
| 232 |
assert callable(app.translate_batch)
|
| 233 |
|
| 234 |
|
| 235 |
+
# --- Task 4: Batch function guard clauses ---
|
| 236 |
+
|
| 237 |
+
|
| 238 |
+
def test_translate_batch_none_file_raises_error():
|
| 239 |
+
"""translate_batch() should raise gr.Error when file is None."""
|
| 240 |
+
import gradio as gr
|
| 241 |
+
|
| 242 |
+
import app
|
| 243 |
+
|
| 244 |
+
with pytest.raises(gr.Error, match="upload a file"):
|
| 245 |
+
app.translate_batch(None, "French")
|
| 246 |
+
|
| 247 |
+
|
| 248 |
+
def test_translate_batch_empty_file_raises_error(tmp_path):
|
| 249 |
+
"""translate_batch() should raise gr.Error for an empty file."""
|
| 250 |
+
import gradio as gr
|
| 251 |
+
|
| 252 |
import app
|
| 253 |
|
| 254 |
+
class FakeFile:
|
| 255 |
+
def __init__(self, name):
|
| 256 |
+
self.name = name
|
| 257 |
|
| 258 |
+
path = tmp_path / "empty.txt"
|
| 259 |
+
path.write_text("")
|
| 260 |
+
fake_file = FakeFile(str(path))
|
| 261 |
+
with pytest.raises(gr.Error, match="empty"):
|
| 262 |
+
app.translate_batch(fake_file, "French")
|
| 263 |
+
|
| 264 |
+
|
| 265 |
+
def test_translate_batch_accepts_generation_params():
|
| 266 |
+
"""translate_batch() signature must accept generation parameters and progress."""
|
| 267 |
+
import inspect
|
| 268 |
+
|
| 269 |
+
import app
|
| 270 |
+
|
| 271 |
+
sig = inspect.signature(app.translate_batch)
|
| 272 |
+
params = list(sig.parameters.keys())
|
| 273 |
+
assert "max_new_tokens" in params
|
| 274 |
+
assert "num_beams" in params
|
| 275 |
+
assert "temperature" in params
|
| 276 |
+
assert "progress" in params
|
| 277 |
+
|
| 278 |
+
|
| 279 |
+
# --- UI component tests ---
|
| 280 |
+
|
| 281 |
+
|
| 282 |
+
@pytest.fixture
|
| 283 |
+
def demo():
|
| 284 |
+
import app
|
| 285 |
+
|
| 286 |
+
return app._build_demo()
|
| 287 |
+
|
| 288 |
+
|
| 289 |
+
def _find_slider_by_label(demo, label: str):
|
| 290 |
+
"""Find a slider in the demo by its label."""
|
| 291 |
+
sliders = [b for b in demo.blocks.values() if type(b).__name__ == "Slider" and b.label == label]
|
| 292 |
+
assert len(sliders) == 1, f"Expected 1 slider with label '{label}', found {len(sliders)}"
|
| 293 |
+
return sliders[0]
|
| 294 |
+
|
| 295 |
+
|
| 296 |
+
def test_demo_has_sidebar_and_tabs(demo):
|
| 297 |
+
"""Verify the demo contains the expected layout components."""
|
| 298 |
+
component_types = {type(b).__name__ for b in demo.blocks.values()}
|
| 299 |
assert "Tab" in component_types, f"Expected Tab component, found: {component_types}"
|
| 300 |
assert "Slider" in component_types, f"Expected Slider component, found: {component_types}"
|
| 301 |
assert "Dropdown" in component_types, f"Expected Dropdown component, found: {component_types}"
|
| 302 |
|
| 303 |
|
| 304 |
+
def test_demo_has_three_sliders(demo):
|
| 305 |
"""Three sliders: max_new_tokens, num_beams, temperature."""
|
|
|
|
|
|
|
|
|
|
| 306 |
sliders = [b for b in demo.blocks.values() if type(b).__name__ == "Slider"]
|
| 307 |
assert len(sliders) == 3, f"Expected 3 sliders, found {len(sliders)}"
|
| 308 |
|
| 309 |
|
| 310 |
+
def test_demo_has_two_tabs(demo):
|
| 311 |
"""Two tabs: Single and Batch."""
|
|
|
|
|
|
|
|
|
|
| 312 |
tabs = [b for b in demo.blocks.values() if type(b).__name__ == "Tab"]
|
| 313 |
assert len(tabs) == 2, f"Expected 2 tabs, found {len(tabs)}"
|
| 314 |
|
| 315 |
|
| 316 |
+
# --- Task 5: UI component detail tests ---
|
| 317 |
+
|
| 318 |
+
|
| 319 |
+
def test_slider_max_new_tokens_config(demo):
|
| 320 |
+
"""Max new tokens slider should have correct config."""
|
| 321 |
+
slider = _find_slider_by_label(demo, "Max new tokens")
|
| 322 |
+
assert slider.minimum == 1
|
| 323 |
+
assert slider.maximum == 1024
|
| 324 |
+
assert slider.value == 512
|
| 325 |
+
assert slider.step == 1
|
| 326 |
+
|
| 327 |
+
|
| 328 |
+
def test_slider_num_beams_config(demo):
|
| 329 |
+
"""Num beams slider should have correct config."""
|
| 330 |
+
slider = _find_slider_by_label(demo, "Num beams")
|
| 331 |
+
assert slider.minimum == 1
|
| 332 |
+
assert slider.maximum == 10
|
| 333 |
+
assert slider.value == 1
|
| 334 |
+
assert slider.step == 1
|
| 335 |
+
|
| 336 |
+
|
| 337 |
+
def test_slider_temperature_config(demo):
|
| 338 |
+
"""Temperature slider should have correct config."""
|
| 339 |
+
slider = _find_slider_by_label(demo, "Temperature")
|
| 340 |
+
assert slider.minimum == 0.1
|
| 341 |
+
assert slider.maximum == 2.0
|
| 342 |
+
assert slider.value == 1.0
|
| 343 |
+
assert slider.step == 0.1
|
| 344 |
+
|
| 345 |
+
|
| 346 |
+
def test_dropdown_default_is_french(demo):
|
| 347 |
+
"""Default dropdown value should be French."""
|
| 348 |
+
dropdowns = [b for b in demo.blocks.values() if type(b).__name__ == "Dropdown"]
|
| 349 |
+
assert len(dropdowns) >= 1
|
| 350 |
+
assert dropdowns[0].value == "French"
|
| 351 |
+
|
| 352 |
+
|
| 353 |
+
def test_file_upload_accepts_txt_and_csv(demo):
|
| 354 |
+
"""File upload component should accept .txt and .csv files."""
|
| 355 |
+
file_components = [b for b in demo.blocks.values() if type(b).__name__ == "File"]
|
| 356 |
+
upload_files = [f for f in file_components if f.file_types is not None]
|
| 357 |
+
assert len(upload_files) >= 1
|
| 358 |
+
assert set(upload_files[0].file_types) == {".txt", ".csv"}
|
| 359 |
+
|
| 360 |
+
|
| 361 |
+
def test_batch_output_is_non_interactive(demo):
|
| 362 |
+
"""Batch output file component should be non-interactive."""
|
| 363 |
+
file_components = [b for b in demo.blocks.values() if type(b).__name__ == "File"]
|
| 364 |
+
output_files = [f for f in file_components if f.interactive is False]
|
| 365 |
+
assert len(output_files) >= 1, "Expected at least one non-interactive File component"
|
| 366 |
+
|
| 367 |
+
|
| 368 |
+
def test_examples_use_tier1_languages(demo):
|
| 369 |
+
"""All example languages should be in the tier 1 language mapping."""
|
| 370 |
+
from langmap.langid_mapping import langid_to_language
|
| 371 |
+
|
| 372 |
+
tier1_languages = set(langid_to_language.values())
|
| 373 |
+
|
| 374 |
+
# gr.Examples creates a Dataset component internally
|
| 375 |
+
datasets = [b for b in demo.blocks.values() if type(b).__name__ == "Dataset"]
|
| 376 |
+
assert len(datasets) >= 1, "Expected at least one Dataset (Examples) component"
|
| 377 |
+
|
| 378 |
+
for dataset in datasets:
|
| 379 |
+
for sample in dataset.samples:
|
| 380 |
+
language = sample[1] # [text, language]
|
| 381 |
+
assert language in tier1_languages, f"Example language '{language}' not in tier 1 mapping"
|
| 382 |
+
|
| 383 |
+
|
| 384 |
# --- Slow tests (require CUDA + model download) ---
|
| 385 |
|
| 386 |
gpu_available = torch.cuda.is_available()
|
|
|
|
| 431 |
result = loaded_app.translate("Hello", "French")
|
| 432 |
assert isinstance(result, str)
|
| 433 |
assert len(result) > 0
|
| 434 |
+
|
| 435 |
+
|
| 436 |
+
# --- Task 6: Slow tests for non-default params ---
|
| 437 |
+
|
| 438 |
+
|
| 439 |
+
@pytest.mark.slow
|
| 440 |
+
@pytest.mark.skipif(not gpu_available, reason="Requires CUDA")
|
| 441 |
+
def test_translate_with_beam_search(loaded_app):
|
| 442 |
+
"""Translation with beam search (num_beams=4) should return a string."""
|
| 443 |
+
result = loaded_app.translate("Hello", "French", num_beams=4)
|
| 444 |
+
assert isinstance(result, str)
|
| 445 |
+
assert len(result) > 0
|
| 446 |
+
|
| 447 |
+
|
| 448 |
+
@pytest.mark.slow
|
| 449 |
+
@pytest.mark.skipif(not gpu_available, reason="Requires CUDA")
|
| 450 |
+
def test_translate_with_custom_temperature(loaded_app):
|
| 451 |
+
"""Translation with custom temperature should return a string."""
|
| 452 |
+
result = loaded_app.translate("Hello", "French", temperature=0.5)
|
| 453 |
+
assert isinstance(result, str)
|
| 454 |
+
assert len(result) > 0
|
| 455 |
+
|
| 456 |
+
|
| 457 |
+
@pytest.mark.slow
|
| 458 |
+
@pytest.mark.skipif(not gpu_available, reason="Requires CUDA")
|
| 459 |
+
def test_translate_with_custom_max_tokens(loaded_app):
|
| 460 |
+
"""Translation with low max_new_tokens should return a short string."""
|
| 461 |
+
result = loaded_app.translate("Hello", "French", max_new_tokens=10)
|
| 462 |
+
assert isinstance(result, str)
|
| 463 |
+
|
| 464 |
+
|
| 465 |
+
@pytest.mark.slow
|
| 466 |
+
@pytest.mark.skipif(not gpu_available, reason="Requires CUDA")
|
| 467 |
+
def test_translate_empty_string(loaded_app):
|
| 468 |
+
"""Translating an empty string should not crash."""
|
| 469 |
+
result = loaded_app.translate("", "French")
|
| 470 |
+
assert isinstance(result, str)
|
| 471 |
+
|
| 472 |
+
|
| 473 |
+
@pytest.mark.slow
|
| 474 |
+
@pytest.mark.skipif(not gpu_available, reason="Requires CUDA")
|
| 475 |
+
def test_translate_beam_search_ignores_temperature(loaded_app):
|
| 476 |
+
"""When beam search is active with non-default temperature, gr.Info should be called."""
|
| 477 |
+
with patch("app.gr.Info") as mock_info:
|
| 478 |
+
result = loaded_app.translate("Hello", "French", num_beams=4, temperature=0.5)
|
| 479 |
+
mock_info.assert_called_once()
|
| 480 |
+
assert isinstance(result, str)
|