Hybrid retrieval tutorial #379
Workflow file for this run
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| name: Run Tutorials | |
| on: | |
| workflow_dispatch: # Activate this workflow manually | |
| pull_request: | |
| paths: | |
| - 'tutorials/*.ipynb' | |
| jobs: | |
| run-tutorials: | |
| runs-on: ubuntu-latest | |
| container: deepset/haystack:base-cpu-main | |
| services: | |
| elasticsearch: | |
| image: elasticsearch:7.9.2 | |
| env: | |
| discovery.type: "single-node" | |
| ES_JAVA_OPTS: "-Xms128m -Xmx256m" | |
| env: | |
| HAYSTACK_TELEMETRY_ENABLED: "False" | |
| ELASTICSEARCH_HOST: "elasticsearch" | |
| steps: | |
| - name: Install dependencies | |
| run: | | |
| apt-get update && apt-get install -y git build-essential gcc libsndfile1 ffmpeg && rm -rf /var/lib/apt/lists/* | |
| pip install nbconvert ipython | |
| pip install "pyworld<=0.2.12" espnet espnet-model-zoo pydub | |
| pip install farm-haystack[pdf] | |
| - name: Install Haystack Extras text2speech dependencies | |
| run: | | |
| pip install farm-haystack-text2speech | |
| - name: Install Hugging Face datasets | |
| run: | | |
| pip install datasets>=2.6.1 | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 2 | |
| # See https://github.com/actions/runner-images/issues/6775 | |
| - name: Change Owner of Container Working Directory | |
| run: chown root:root . | |
| - name: Get changed files | |
| id: files | |
| uses: tj-actions/changed-files@v35 | |
| - name: Convert notebooks to Python | |
| shell: bash | |
| run: | | |
| skiplist=( | |
| "tutorials/02_Finetune_a_model_on_your_data.ipynb" | |
| "tutorials/07_RAG_Generator.ipynb" | |
| "tutorials/09_DPR_training.ipynb" | |
| "tutorials/10_Knowledge_Graph.ipynb" | |
| "tutorials/12_LFQA.ipynb" | |
| "tutorials/13_Question_generation.ipynb" | |
| "tutorials/14_Query_Classifier.ipynb" | |
| "tutorials/18_GPL.ipynb" | |
| "tutorials/22_Pipeline_with_PromptNode.ipynb" | |
| "tutorials/23_Answering_Multihop_Questions_with_Agents.ipynb" | |
| "tutorials/24_Building_Chat_App.ipynb" | |
| "tutorials/25_Customizing_Agent.ipynb" | |
| ) | |
| for changed_file in ${{ steps.files.outputs.all_changed_files }}; do | |
| if [[ $changed_file == *".ipynb" ]]; then | |
| if [[ ! " ${skiplist[*]} " =~ " ${changed_file} " ]]; then | |
| jupyter nbconvert --to python --RegexRemovePreprocessor.patterns '%%bash' ${changed_file} | |
| fi | |
| fi | |
| done | |
| - name: Run the converted notebooks | |
| # Note: the `+` at the end of the `find` invocation will make it fail if any | |
| # of the execs failed, otherwise `find` returns 0 even when the execs fail. | |
| run: | | |
| find ./tutorials -name "*.py" -execdir python {} +; |