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pytest cicd
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| Original file line number | Diff line number | Diff line change |
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| name: Python Tests | ||
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| on: | ||
| push: | ||
| branches: [ main ] | ||
| pull_request: | ||
| branches: [ main ] | ||
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| jobs: | ||
| test: | ||
| runs-on: ubuntu-latest | ||
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| strategy: | ||
| matrix: | ||
| python-version: ['3.10'] | ||
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| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v2 | ||
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| - name: Set up Python ${{ matrix.python-version }} | ||
| uses: actions/setup-python@v2 | ||
| with: | ||
| python-version: ${{ matrix.python-version }} | ||
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| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install pytest | ||
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | ||
| - name: Run tests | ||
| run: | | ||
| pytest test/fission_tests.py |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,74 +1,106 @@ | ||
| import pytest | ||
| import requests | ||
| from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer | ||
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| from backend.elastic_client_provider import get_client | ||
| from backend.harvesters.BOM.addobservations import call_bom | ||
| from backend.harvesters.Mastodon.mharvester import parse_json, generate_docs | ||
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| from flask import Flask | ||
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| @pytest.fixture | ||
| def app(): | ||
| app = Flask(__name__) | ||
| return app | ||
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| def test_call_bom_success(mocker): | ||
| # Setting up the mock for requests.get to return a successful response | ||
| mock_response = mocker.MagicMock(status_code=200) | ||
| mock_response.json.return_value = {"data": "example"} | ||
| mocker.patch('requests.get', return_value=mock_response) | ||
| def test_call_bom_success(app,mocker): | ||
| with app.app_context(): | ||
| # Setting up the mock for requests.get to return a successful response | ||
| mock_response = mocker.MagicMock(status_code=200) | ||
| mock_response.json.return_value = {"data": "example"} | ||
| mocker.patch('requests.get', return_value=mock_response) | ||
| mocker.patch('flask.current_app.logger.info', return_value=None) | ||
| # Calling the function | ||
| station_name, result = call_bom("TestStation", "http://example.com") | ||
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| # Calling the function | ||
| station_name, result = call_bom("TestStation", "http://example.com") | ||
| # Assertions to check the expected output | ||
| assert station_name == "TestStation" | ||
| assert result == {"data": "example"}, "JSON response should be returned on success" | ||
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| # Assertions to check the expected output | ||
| assert station_name == "TestStation" | ||
| assert result == {"data": "example"}, "JSON response should be returned on success" | ||
| def test_call_bom_failure(app, mocker): | ||
| with app.app_context(): | ||
| # Setting up the mock for requests.get to return a non-successful response | ||
| mock_response = mocker.MagicMock(status_code=404) # Example of a failed status code | ||
| mocker.patch('requests.get', return_value=mock_response) | ||
| mocker.patch('flask.current_app.logger.info', return_value=None) | ||
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| # Calling the function | ||
| station_name, result = call_bom("TestStation", "http://example.com") | ||
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| def test_call_bom_failure(mocker): | ||
| # Setting up the mock for requests.get to return a non-successful response | ||
| mock_response = mocker.MagicMock(status_code=404) # Example of a failed status code | ||
| mocker.patch('requests.get', return_value=mock_response) | ||
| # Assertions to check the expected output | ||
| assert station_name == "TestStation" | ||
| assert result is None, "None should be returned if the response is not 200" | ||
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| # Calling the function | ||
| station_name, result = call_bom("TestStation", "http://example.com") | ||
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| # Assertions to check the expected output | ||
| assert station_name == "TestStation" | ||
| assert result is None, "None should be returned if the response is not 200" | ||
| # test elastic search client | ||
| def test_get_client(app, mocker): | ||
| with app.app_context(): | ||
| mocker.patch('flask.current_app.logger.info', return_value=None) | ||
| assert str(type(get_client())) == "<class 'elasticsearch8.Elasticsearch'>" | ||
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| # test elastic search client | ||
| def test_get_client(): | ||
| assert str(type(get_client())) == "<class 'elasticsearch8.Elasticsearch'>" | ||
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| def test_parse_json_normal_input(): | ||
| # Input with a typical list of message dictionaries | ||
| msgs = [ | ||
| {'content': 'Hello World', 'created_at': '2021-07-07T12:00:00.123456Z', 'id': 1}, | ||
| {'content': 'Test Message', 'created_at': '2021-07-07T13:00:00.123456Z', 'id': 2} | ||
| ] | ||
| # Expected output should trim the datetime and include all keys | ||
| expected = [ | ||
| {'content': 'Hello World', 'created_at': '2021-07-07T12:00:00', 'id': 1}, | ||
| {'content': 'Test Message', 'created_at': '2021-07-07T13:00:00', 'id': 2} | ||
| ] | ||
| assert parse_json(msgs) == expected | ||
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| def test_parse_json_empty_input(): | ||
| # Testing the function with an empty list | ||
| assert parse_json([]) == [] | ||
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| def test_parse_json_missing_keys(): | ||
| # Input where some messages are missing one or more keys | ||
| msgs = [ | ||
| {'content': 'Incomplete', 'id': 3}, # missing 'created_at' | ||
| {'created_at': '2021-07-07T14:00:00.123456Z', 'id': 4} # missing 'content' | ||
| ] | ||
| # Expected output handles missing keys gracefully | ||
| expected = [ | ||
| {'content': 'Incomplete', 'created_at': None, 'id': 3}, | ||
| {'content': None, 'created_at': '2021-07-07T14:00:00', 'id': 4} | ||
| ] | ||
| result = parse_json(msgs) | ||
| # Custom assertion to handle possible None values in dictionary | ||
| for res, exp in zip(result, expected): | ||
| for key in ['content', 'created_at', 'id']: | ||
| assert res.get(key) == exp.get(key) | ||
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| # You can also include additional test cases for malformed input, etc. | ||
| def test_parse_json_normal_input(app, mocker): | ||
| with app.app_context(): | ||
| # Input with a typical list of message dictionaries | ||
| msgs = {'content': 'Hello World', 'created_at': '2021-07-07T12:00:00.123456Z', 'id': 1, 'sentiment':None} | ||
| # Expected output should trim the datetime and include all keys | ||
| expected = {'id': 1, 'created_at': '2021-07-07T12:00:00', 'date': '07/07/21', 'content': 'Hello World', 'sentiment': 1.0} | ||
| mocker.patch('flask.current_app.logger.info', return_value=None) | ||
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| mock_analyzer = mocker.Mock(spec=SentimentIntensityAnalyzer) | ||
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| # Define the return value of the polarity_scores method | ||
| mock_analyzer.polarity_scores.return_value = { | ||
| 'neg': 0.0, | ||
| 'neu': 0.0, | ||
| 'pos': 1.0, | ||
| 'compound': 1.0 | ||
| } | ||
| assert parse_json(msgs, mock_analyzer) == expected | ||
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| def test_parse_json_empty_input(app, mocker): | ||
| with app.app_context(): | ||
| mocker.patch('flask.current_app.logger.info', return_value=None) | ||
| # Define the return value of the polarity_scores method | ||
| mock_analyzer = mocker.Mock(spec=SentimentIntensityAnalyzer) | ||
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| mock_analyzer.polarity_scores.return_value = { | ||
| None | ||
| } | ||
| # Testing the function with an empty list | ||
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| assert parse_json({}, mock_analyzer) == {'id': None, 'created_at': None, 'content': None, 'sentiment': 0} | ||
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| def test_parse_json_missing_keys(app, mocker): | ||
| with app.app_context(): | ||
| mocker.patch('flask.current_app.logger.info', return_value=None) | ||
| # Input where some messages are missing one or more keys | ||
| msgs = {'content': 'Incomplete', 'id': 3} # missing 'created_at' | ||
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| # Expected output handles missing keys gracefully | ||
| expected = {'content': 'Incomplete', 'created_at': None, 'id': 3} | ||
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| mock_analyzer = mocker.Mock(spec=SentimentIntensityAnalyzer) | ||
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| # Define the return value of the polarity_scores method | ||
| mock_analyzer.polarity_scores.return_value = { | ||
| 'neg': 0.0, | ||
| 'neu': 0.0, | ||
| 'pos': 1.0, | ||
| 'compound': 1.0 | ||
| } | ||
| # Custom assertion to handle possible None values in dictionary | ||
| assert parse_json(msgs, mock_analyzer) == {'id': 3, 'created_at': None, 'content': 'Incomplete', 'sentiment': 1.0} | ||
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| # You can also include additional test cases for malformed input, etc. |