petals/.github/workflows/run-tests.yaml

name: Tests

on:
  push:
    branches: [ main ]
  pull_request:

jobs:
  run-tests:
    runs-on: ubuntu-latest
    strategy:
      matrix:
        python-version: [ '3.7', '3.8', '3.9', '3.10' ]
      fail-fast: false
    timeout-minutes: 15
    steps:
      - name: Checkout
        uses: actions/checkout@v3
      - name: Set up Python
        uses: actions/setup-python@v3
        with:
          python-version: ${{ matrix.python-version }}
      - name: Cache dependencies
        uses: actions/cache@v3
        with:
          path: ~/.cache/pip
          key: Key-v1-${{ matrix.python-version }}-${{ hashFiles('setup.cfg') }}
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install .[dev]
      - name: Test
        run: |
          export MODEL_NAME=bigscience/bloom-560m
          export REF_NAME=bigscience/bloom-560m

          python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 0:12 \
            --new_swarm --identity tests/test.id --host_maddrs /ip4/127.0.0.1/tcp/31337 --throughput 1 \
            --torch_dtype float32 --compression NONE --attn_cache_tokens 2048 &> server1.log &
          SERVER1_PID=$!

          sleep 5  # wait for the first server to initialize DHT

          export INITIAL_PEERS=/ip4/127.0.0.1/tcp/31337/p2p/QmS9KwZptnVdB9FFV7uGgaTq4sEKBwcYeKZDfSpyKDUd1g
          # ^-- server 1 multiaddr is determined by --identity and --host_maddrs

          python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 12:22 \
            --initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 &> server2.log &
          SERVER2_PID=$!

          sleep 10 # wait for initial servers to declare blocks, then let server decide which blocks to serve

          python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 0:5 \
            --initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 &> server3.log &
          SERVER3_PID=$!

          python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --num_blocks 3 \
            --initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 --tensor_parallel_devices cpu cpu &> server4.log &
          SERVER4_PID=$!

          tail -n 100 -f server*.log &
          LOGGER_PID=$!
          sleep 30  # wait for servers to download layers

          kill -0 $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID # ensure all servers survived init

          pytest tests --durations=0 --durations-min=1.0 -v

          kill -0 $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID # ensure all servers survived tests

          kill -s SIGINT $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID $LOGGER_PID
          echo "Done!"