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Author SHA1 Message Date
Lucas Armand e1529bbf9d Add new start_server.sh 2026-02-05 17:38:55 -08:00
4 changed files with 40 additions and 86 deletions
+1 -1
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@@ -9,7 +9,7 @@ This repository contains **example PyWorkers** used by Vast.ais default Serve
- Optionally supports FIFO queueing when the backend cannot process concurrent requests
- Detects readiness/failure from model logs and runs a benchmark to estimate throughput
> 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.
> 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.
## Repository Purpose
+4 -4
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@@ -1,16 +1,16 @@
# Where did the PyWorker code go?
We have moved the PyWorker source code into the `vastai` Python package.
We have moved the PyWorker source code into the `vastai-sdk` Python SDK.
You can install it with
```
pip install vastai
pip install vastai-sdk
```
All of the source code can be found here:
https://github.com/vast-ai/vast-cli
https://github.com/vast-ai/vast-sdk
And can be imported from vastai.serverless.server.lib
Serverless instances automatically run the start_server.sh script, which installs the vastai package.
Serverless instances automatically run the start_server.sh script, which installs the vastai-sdk.
This is how the PyWorker source code makes it onto your serverless instances.
You provide a worker.py file in your PYWORKER_REPO, and the start_server.sh will
create and run a PyWorker according to your configuration defined in the file.
+1 -1
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@@ -1 +1 @@
vastai>=0.3.0
vastai-sdk>=0.3.0
+34 -80
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@@ -12,7 +12,7 @@ fi
WORKSPACE_DIR="${WORKSPACE_DIR:-/workspace}"
SERVER_DIR="$WORKSPACE_DIR/vast-pyworker"
ENV_PATH="${ENV_PATH:-$WORKSPACE_DIR/worker-env}"
ENV_PATH="$WORKSPACE_DIR/worker-env"
DEBUG_LOG="$WORKSPACE_DIR/debug.log"
PYWORKER_LOG="$WORKSPACE_DIR/pyworker.log"
@@ -53,39 +53,36 @@ JSON
exit 1
}
function install_vastai() {
local uv_flags=()
if [ "${USE_SYSTEM_PYTHON:-}" = "true" ]; then
uv_flags+=(--system --break-system-packages)
fi
function install_vastai_sdk() {
local force_flag=""
if [ "$FORCE_UPDATE" = true ]; then
uv_flags+=(--force-reinstall)
echo "Force reinstalling vastai"
force_flag="--force-reinstall"
echo "Force reinstalling vastai-sdk"
fi
# If SDK_BRANCH is set, install vastai from the vast-cli repo at that branch/tag/commit.
# If SDK_BRANCH is set, install vastai-sdk from the vast-sdk repo at that branch/tag/commit.
if [ -n "${SDK_BRANCH:-}" ]; then
if [ -n "${SDK_VERSION:-}" ]; then
echo "WARNING: Both SDK_BRANCH and SDK_VERSION are set; using SDK_BRANCH=${SDK_BRANCH}"
fi
echo "Installing vastai from https://github.com/vast-ai/vast-cli/ @ ${SDK_BRANCH}"
if ! uv pip install "${uv_flags[@]}" "vastai @ git+https://github.com/vast-ai/vast-cli.git@${SDK_BRANCH}"; then
report_error_and_exit "Failed to install vastai from vast-ai/vast-cli@${SDK_BRANCH}"
echo "Installing vastai-sdk from https://github.com/vast-ai/vast-sdk/ @ ${SDK_BRANCH}"
if ! uv pip install $force_flag "vastai-sdk @ git+https://github.com/vast-ai/vast-sdk.git@${SDK_BRANCH}"; then
report_error_and_exit "Failed to install vastai-sdk from vast-ai/vast-sdk@${SDK_BRANCH}"
fi
return 0
fi
if [ -n "${SDK_VERSION:-}" ]; then
echo "Installing vastai version ${SDK_VERSION}"
if ! uv pip install --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple/ "${uv_flags[@]}" "vastai-sdk-vast==${SDK_VERSION}"; then
report_error_and_exit "Failed to install vastai-vast==${SDK_VERSION}"
echo "Installing vastai-sdk version ${SDK_VERSION}"
if ! uv pip install $force_flag "vastai-sdk==${SDK_VERSION}"; then
report_error_and_exit "Failed to install vastai-sdk==${SDK_VERSION}"
fi
return 0
fi
echo "Installing default vastai"
if ! uv pip install "${uv_flags[@]}" vastai; then
report_error_and_exit "Failed to install vastai"
echo "Installing default vastai-sdk"
if ! uv pip install $force_flag vastai-sdk; then
report_error_and_exit "Failed to install vastai-sdk"
fi
}
@@ -128,21 +125,8 @@ if ! grep -q "VAST" /etc/environment; then
fi
fi
if [ "${USE_SYSTEM_PYTHON:-}" = "true" ]; then
echo "Using system Python: $(which python3)"
if ! which uv > /dev/null 2>&1; then
if ! curl -LsSf https://astral.sh/uv/install.sh | sh; then
report_error_and_exit "Failed to install uv package manager"
fi
if [[ -f ~/.local/bin/env ]]; then
if ! source ~/.local/bin/env; then
report_error_and_exit "Failed to source uv environment"
fi
fi
fi
install_vastai
touch ~/.no_auto_tmux
elif [ ! -d "$ENV_PATH" ]; then
if [ ! -d "$ENV_PATH" ]
then
echo "setting up venv"
if ! which uv; then
if ! curl -LsSf https://astral.sh/uv/install.sh | sh; then
@@ -170,7 +154,7 @@ elif [ ! -d "$ENV_PATH" ]; then
if [[ -n ${PYWORKER_REF:-} ]]; then
if [ "$FORCE_UPDATE" = true ]; then
echo "Force updating to pyworker reference: $PYWORKER_REF"
if ! (cd "$SERVER_DIR" && git checkout "$PYWORKER_REF" && git pull); then
if ! (cd "$SERVER_DIR" && git fetch --all && git checkout "$PYWORKER_REF" && git pull); then
report_error_and_exit "Failed to force update pyworker reference: $PYWORKER_REF"
fi
else
@@ -197,7 +181,7 @@ elif [ ! -d "$ENV_PATH" ]; then
report_error_and_exit "Failed to install Python requirements"
fi
install_vastai
install_vastai_sdk
if ! touch ~/.no_auto_tmux; then
report_error_and_exit "Failed to create ~/.no_auto_tmux"
@@ -208,7 +192,7 @@ else
report_error_and_exit "Failed to source uv environment"
fi
fi
if ! source "$ENV_PATH/bin/activate"; then
if ! source "$WORKSPACE_DIR/worker-env/bin/activate"; then
report_error_and_exit "Failed to activate existing virtual environment"
fi
echo "environment activated"
@@ -218,6 +202,7 @@ else
if [ "$FORCE_UPDATE" = true ]; then
echo "Performing force update on existing environment"
# Update pyworker repository
if [[ -d $SERVER_DIR ]]; then
echo "Force updating pyworker repository"
if ! (cd "$SERVER_DIR" && git fetch --all); then
@@ -237,15 +222,19 @@ else
fi
fi
install_vastai
# Force reinstall SDK
install_vastai_sdk
fi
fi
# Remove force update flag after successful update
if [ "$FORCE_UPDATE" = true ]; then
echo "Removing force update flag"
rm -f "/.force_update"
echo "Force update completed successfully"
if ! rm -f "/.force_update"; then
echo "WARNING: Failed to remove /.force_update, continuing anyway"
else
echo "Force update completed successfully"
fi
fi
if [ "$USE_SSL" = true ]; then
@@ -283,51 +272,16 @@ EOF
report_error_and_exit "Failed to generate SSL certificate request"
fi
max_retries=5
retry_delay=2
for attempt in $(seq 1 "$max_retries"); do
http_code=$(curl -sS -o /etc/instance.crt -w '%{http_code}' \
--header 'Content-Type: application/octet-stream' \
--data-binary @/etc/instance.csr \
-X POST "https://console.vast.ai/api/v0/sign_cert/?instance_id=$CONTAINER_ID")
if [ "$http_code" -ge 200 ] && [ "$http_code" -lt 300 ]; then
break
fi
echo "SSL cert signing attempt $attempt/$max_retries failed (HTTP $http_code)"
if [ "$attempt" -eq "$max_retries" ]; then
report_error_and_exit "Failed to sign SSL certificate after $max_retries attempts (HTTP $http_code)"
fi
sleep "$retry_delay"
retry_delay=$((retry_delay * 2))
done
if ! curl --header 'Content-Type: application/octet-stream' \
--data-binary @/etc/instance.csr \
-X \
POST "https://console.vast.ai/api/v0/sign_cert/?instance_id=$CONTAINER_ID" > /etc/instance.crt; then
report_error_and_exit "Failed to sign SSL certificate"
fi
fi
export REPORT_ADDR WORKER_PORT USE_SSL UNSECURED
# ─── SDK Deployment Mode ───────────────────────────────────────────────
if [ "$IS_DEPLOYMENT" = "true" ]; then
echo "=== SDK Deployment Mode ==="
echo "DEPLOYMENT_ID: $DEPLOYMENT_ID"
DEPLOY_DIR="/workspace/deployment"
mkdir -p "$DEPLOY_DIR"
VAST_API_BASE="${VAST_API_BASE:-https://console.vast.ai}"
# Download deployment code, retrying until the blob is available on S3.
# The s3_key exists in the DB as soon as the deployment is created, but the
# actual upload may still be in flight from the client side.
# Install SDK (uses the install_vastai function which supports SDK_BRANCH/SDK_VERSION)
install_vastai
# Run deployment in serve mode
export VAST_DEPLOYMENT_MODE=serve
echo "Starting deployment: python3 $DEPLOY_DIR/deployment.py"
serve-vast-deployment
exit $?
fi
# ─── End SDK Deployment Mode ───────────────────────────────────────────
if ! cd "$SERVER_DIR"; then
report_error_and_exit "Failed to cd into SERVER_DIR: $SERVER_DIR"
fi