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added tests help
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tests/tests.md
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#
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pip install pytest
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#### Run all tests
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pytest tests/ -v
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#### Run specific test file (eg test_core_functions.py)
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pytest tests/test_core_functions.py -v
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#
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###
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HF_TOKEN=your_token pytest tests/test_integration.py -v
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# MOSAICapp Test Suite
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This directory contains the automated tests for the MOSAICapp software.
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## File Structure
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### 1. `conftest.py`
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Contains **fixtures** (setup code) shared across all tests. It generates temporary CSV files and dummy datasets so tests can run without external data dependencies.
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### 2. `test_core_functions.py` (Fast)
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Unit tests for the `mosaic_core` utility functions. These run instantly.
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- **Slugify:** Checks filename sanitisation.
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- **CacheIO:** Verifies that topic labels can be saved/loaded from JSON.
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- **Device Resolution:** Ensures the app correctly selects CPU/GPU/MPS devices.
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### 3. `test_integration.py` (Slow)
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Integration tests that run the actual ML pipeline.
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- **Embeddings:** Loads the `sentence-transformers` model and checks vector output.
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- **Topic Modelling:** Runs a minimal BERTopic pipeline (UMAP + HDBSCAN) on dummy data.
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- **LLM labeling:** (Optional) Tests the HuggingFace API connection if `HF_TOKEN` is present in the environment.
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## How to Run
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**Run everything:**
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```bash
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pytest tests/ -v
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```
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**Run only fast tests:**
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```bash
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pytest tests/test_core_functions.py -v
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```
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