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import shutil | ||
import tempfile | ||
from datetime import datetime | ||
from pathlib import Path | ||
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import pandas as pd | ||
import pytest | ||
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from predictionnet.utils.dataset_manager import DatasetManager | ||
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@pytest.fixture | ||
def mock_env_vars(monkeypatch): | ||
"""Setup environment variables for testing""" | ||
monkeypatch.setenv("HF_ACCESS_TOKEN", "mock_hf_token") | ||
monkeypatch.setenv("GIT_TOKEN", "mock_git_token") | ||
monkeypatch.setenv("GIT_NAME", "mock_git_name") | ||
monkeypatch.setenv("GIT_EMAIL", "mock_git_email") | ||
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@pytest.fixture | ||
def temp_storage_dir(): | ||
"""Create temporary directory for test storage""" | ||
temp_dir = tempfile.mkdtemp() | ||
yield temp_dir | ||
shutil.rmtree(temp_dir) | ||
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@pytest.fixture | ||
def dataset_manager(mock_env_vars, temp_storage_dir): | ||
"""Create DatasetManager instance for testing""" | ||
return DatasetManager("test_org", temp_storage_dir) | ||
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@pytest.fixture | ||
def sample_dataframe(): | ||
"""Create sample DataFrame for testing""" | ||
return pd.DataFrame({"price": [100.0, 101.0], "volume": [1000, 1100]}) | ||
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class TestDatasetManagerInit: | ||
def test_initialization(self, dataset_manager): | ||
"""Test basic initialization""" | ||
assert dataset_manager.organization == "test_org" | ||
assert dataset_manager.git_token == "mock_git_token" | ||
assert dataset_manager.hf_token == "mock_hf_token" | ||
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def test_directory_creation(self, dataset_manager): | ||
"""Test storage directory creation""" | ||
current_day = datetime.now().strftime("%Y-%m-%d") | ||
assert dataset_manager.day_storage.exists() | ||
assert dataset_manager.day_storage.name == current_day | ||
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def test_missing_git_token(self, monkeypatch): | ||
"""Test handling of missing Git token""" | ||
monkeypatch.delenv("GIT_TOKEN", raising=False) | ||
with pytest.raises(ValueError, match="GIT_TOKEN environment variable not set"): | ||
DatasetManager("test_org") | ||
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class TestLocalStorage: | ||
def test_store_local_data(self, dataset_manager, sample_dataframe): | ||
"""Test storing data locally""" | ||
timestamp = datetime.now().isoformat() | ||
predictions = {"next_price": 102.0} | ||
hotkey = "test_hotkey" | ||
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success, result = dataset_manager.store_local_data( | ||
timestamp=timestamp, miner_data=sample_dataframe, predictions=predictions, hotkey=hotkey | ||
) | ||
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assert success | ||
assert "local_path" in result | ||
assert result["rows"] == 2 | ||
assert result["columns"] == 2 | ||
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def test_store_invalid_data(self, dataset_manager): | ||
"""Test handling invalid data""" | ||
success, result = dataset_manager.store_local_data( | ||
timestamp="2024-01-01", miner_data=pd.DataFrame(), predictions={}, hotkey="test_hotkey" # Empty DataFrame | ||
) | ||
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assert not success | ||
assert "error" in result | ||
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@pytest.mark.asyncio | ||
async def test_store_data_async(self, dataset_manager, sample_dataframe): | ||
"""Test async storage wrapper""" | ||
success, result = await dataset_manager.store_data_async( | ||
timestamp=datetime.now().isoformat(), | ||
miner_data=sample_dataframe, | ||
predictions={"next_price": 102.0}, | ||
hotkey="test_hotkey", | ||
) | ||
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assert success | ||
assert "local_path" in result | ||
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class TestCleanup: | ||
def test_cleanup_local_storage(self, dataset_manager, temp_storage_dir): | ||
"""Test storage cleanup""" | ||
# Create some test directories | ||
for i in range(10): | ||
test_dir = Path(temp_storage_dir) / f"2024-01-{i:02d}" | ||
test_dir.mkdir(parents=True) | ||
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dataset_manager.cleanup_local_storage(days_to_keep=5) | ||
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remaining_dirs = list(Path(temp_storage_dir).iterdir()) | ||
assert len(remaining_dirs) == 5 | ||
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def test_get_current_repo_name(dataset_manager): | ||
"""Test repository name generation""" | ||
repo_name = dataset_manager._get_current_repo_name() | ||
expected_name = f"dataset-{datetime.now().strftime('%Y-%m-%d')}" | ||
assert repo_name == expected_name | ||
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def test_get_local_path(dataset_manager): | ||
"""Test local path generation""" | ||
hotkey = "test_hotkey" | ||
path = dataset_manager._get_local_path(hotkey) | ||
assert path.exists() | ||
assert path.name == hotkey |