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4 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| 4e951f4912 | |||
| f636012685 | |||
| ddb986d561 | |||
| 99a3319e66 |
@@ -9,7 +9,7 @@ This repository contains **example PyWorkers** used by Vast.ai’s default Serve
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- Optionally supports FIFO queueing when the backend cannot process concurrent requests
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- Detects readiness/failure from model logs and runs a benchmark to estimate throughput
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> Important: The **core PyWorker framework** (Worker, WorkerConfig, HandlerConfig, BenchmarkConfig, LogActionConfig) is provided by the **`vastai` / `vastai-sdk`** Python package (https://github.com/vast-ai/vast-sdk). This repo focuses on *worker implementations and examples*, not the framework internals.
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> Important: The **core PyWorker framework** (Worker, WorkerConfig, HandlerConfig, BenchmarkConfig, LogActionConfig) is provided by the **`vastai`** Python package (https://github.com/vast-ai/vast-cli). This repo focuses on *worker implementations and examples*, not the framework internals.
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## Repository Purpose
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@@ -1,16 +1,16 @@
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# Where did the PyWorker code go?
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We have moved the PyWorker source code into the `vastai-sdk` Python SDK.
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We have moved the PyWorker source code into the `vastai` Python package.
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You can install it with
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```
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pip install vastai-sdk
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pip install vastai
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```
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All of the source code can be found here:
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https://github.com/vast-ai/vast-sdk
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https://github.com/vast-ai/vast-cli
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And can be imported from vastai.serverless.server.lib
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Serverless instances automatically run the start_server.sh script, which installs the vastai-sdk.
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Serverless instances automatically run the start_server.sh script, which installs the vastai package.
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This is how the PyWorker source code makes it onto your serverless instances.
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You provide a worker.py file in your PYWORKER_REPO, and the start_server.sh will
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create and run a PyWorker according to your configuration defined in the file.
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+1
-2
@@ -1,2 +1 @@
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vastai-sdk>=0.3.0
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nltk==3.9.4
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vastai>=0.3.0
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+12
-12
@@ -53,7 +53,7 @@ JSON
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exit 1
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}
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function install_vastai_sdk() {
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function install_vastai() {
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local uv_flags=()
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if [ "${USE_SYSTEM_PYTHON:-}" = "true" ]; then
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uv_flags+=(--system --break-system-packages)
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@@ -77,8 +77,8 @@ function install_vastai_sdk() {
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if [ -n "${SDK_VERSION:-}" ]; then
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echo "Installing vastai version ${SDK_VERSION}"
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if ! uv pip install "${uv_flags[@]}" "vastai==${SDK_VERSION}"; then
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report_error_and_exit "Failed to install vastai==${SDK_VERSION}"
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if ! uv pip install --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple/ "${uv_flags[@]}" "vastai-sdk-vast==${SDK_VERSION}"; then
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report_error_and_exit "Failed to install vastai-vast==${SDK_VERSION}"
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fi
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return 0
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fi
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@@ -140,7 +140,7 @@ if [ "${USE_SYSTEM_PYTHON:-}" = "true" ]; then
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fi
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fi
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fi
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install_vastai_sdk
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install_vastai
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touch ~/.no_auto_tmux
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elif [ ! -d "$ENV_PATH" ]; then
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echo "setting up venv"
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@@ -197,7 +197,7 @@ elif [ ! -d "$ENV_PATH" ]; then
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report_error_and_exit "Failed to install Python requirements"
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fi
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install_vastai_sdk
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install_vastai
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if ! touch ~/.no_auto_tmux; then
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report_error_and_exit "Failed to create ~/.no_auto_tmux"
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@@ -237,7 +237,7 @@ else
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fi
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fi
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install_vastai_sdk
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install_vastai
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fi
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fi
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@@ -318,8 +318,8 @@ if [ "$IS_DEPLOYMENT" = "true" ]; then
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# The s3_key exists in the DB as soon as the deployment is created, but the
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# actual upload may still be in flight from the client side.
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# Install SDK (uses the install_vastai_sdk function which supports SDK_BRANCH/SDK_VERSION)
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install_vastai_sdk
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# Install SDK (uses the install_vastai function which supports SDK_BRANCH/SDK_VERSION)
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install_vastai
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# Run deployment in serve mode
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export VAST_DEPLOYMENT_MODE=serve
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echo "Starting deployment: python3 $DEPLOY_DIR/deployment.py"
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@@ -339,19 +339,19 @@ set +e
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PY_STATUS=1
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if [ -f "$SERVER_DIR/worker.py" ]; then
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echo "Running worker.py"
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echo "trying worker.py"
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python3 -m "worker" |& tee -a "$PYWORKER_LOG"
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PY_STATUS=${PIPESTATUS[0]}
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fi
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if [ "${PY_STATUS}" -ne 0 ] && [ -f "$SERVER_DIR/workers/$BACKEND/worker.py" ]; then
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echo "Running workers.${BACKEND}.worker"
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echo "trying workers.${BACKEND}.worker"
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python3 -m "workers.${BACKEND}.worker" |& tee -a "$PYWORKER_LOG"
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PY_STATUS=${PIPESTATUS[0]}
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fi
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if [ "${PY_STATUS}" -ne 0 ] && [ -f "$SERVER_DIR/workers/$BACKEND/server.py" ]; then
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echo "Running workers.${BACKEND}.server"
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echo "trying workers.${BACKEND}.server"
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python3 -m "workers.${BACKEND}.server" |& tee -a "$PYWORKER_LOG"
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PY_STATUS=${PIPESTATUS[0]}
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fi
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@@ -365,4 +365,4 @@ if [ "${PY_STATUS}" -ne 0 ]; then
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report_error_and_exit "PyWorker exited with status ${PY_STATUS}"
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fi
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echo "PyWorker bootstrap complete"
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echo "launching PyWorker server done"
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