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name: Benchmarks | ||
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on: | ||
workflow_dispatch: | ||
schedule: | ||
# At 00:01 on Sunday | ||
- cron: "1 0 * * 0" | ||
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permissions: | ||
id-token: write | ||
contents: read | ||
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env: | ||
AWS_REGION: eu-central-1 | ||
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jobs: | ||
deploy-runner: | ||
runs-on: ubuntu-latest | ||
outputs: | ||
cml_runner_id: ${{ steps.deploy.outputs.cml_runner_id }} | ||
steps: | ||
- uses: actions/checkout@v3 | ||
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- uses: iterative/setup-cml@v1 | ||
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- name: AWS authentication | ||
uses: aws-actions/configure-aws-credentials@5fd3084fc36e372ff1fff382a39b10d03659f355 | ||
with: | ||
aws-region: ${{ env.AWS_REGION }} | ||
role-to-assume: ${{ secrets.AWS_CI_ROLE_ARN }} | ||
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- name: Launch EC2 instance and deploy runner | ||
id: deploy | ||
env: | ||
repo_token: ${{ secrets.HAYSTACK_BOT_TOKEN }} | ||
run: | | ||
cml runner launch \ | ||
--single \ | ||
--cloud aws \ | ||
--cloud-region ${{ env.AWS_REGION }} \ | ||
--cloud-type=p3.2xlarge \ | ||
--cloud-hdd-size=64 \ | ||
--labels=cml | ||
run-reader-benchmarks: | ||
needs: deploy-runner | ||
runs-on: [self-hosted, cml] | ||
container: | ||
image: docker://iterativeai/cml:0-dvc2-base1-gpu | ||
options: --gpus all | ||
timeout-minutes: 2880 | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
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- name: Install Haystack + Datadog requirements | ||
run: | | ||
pip install .[metrics,benchmarks,inference] | ||
pip install -r test/benchmarks/datadog/requirements.txt | ||
- name: Run benchmarks | ||
working-directory: test/benchmarks | ||
run: | | ||
mkdir +p out | ||
for f in ./configs/reader/*.yml; do | ||
name="${f%.*}" | ||
echo "=== Running benchmarks for $name ==="; | ||
config_name="$(basename "$name")" | ||
python run.py --output "out/$config_name.json" "$f"; | ||
echo "=== Benchmarks done for $name (or failed) ==="; | ||
done | ||
- name: Send Benchmark results to Datadog | ||
working-directory: test/benchmarks | ||
run: | | ||
python datadog/send_metrics.py out/ ${{ secrets.CORE_DATADOG_API_KEY }} https://api.datadoghq.eu | ||
- name: Archive benchmark results | ||
uses: actions/upload-artifact@v3 | ||
with: | ||
name: benchmark-results-reader | ||
path: test/benchmarks/out/ | ||
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run-elasticsearch-benchmarks: | ||
needs: | ||
- deploy-runner | ||
- run-reader-benchmarks | ||
runs-on: [self-hosted, cml] | ||
container: | ||
image: docker://iterativeai/cml:0-dvc2-base1-gpu | ||
options: --gpus all | ||
services: | ||
elasticsearch: | ||
image: elasticsearch:7.17.6 | ||
env: | ||
discovery.type: "single-node" | ||
ports: | ||
- 9201:9200 | ||
timeout-minutes: 2880 | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
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- name: Install Haystack + Datadog requirements | ||
run: | | ||
pip install .[metrics,elasticsearch,benchmarks,inference] | ||
pip install -r test/benchmarks/datadog/requirements.txt | ||
- name: Run benchmarks | ||
working-directory: test/benchmarks | ||
run: | | ||
mkdir +p out | ||
for f in ./configs/**/*-elasticsearch-*.yml; do | ||
name="${f%.*}" | ||
echo "=== Running benchmarks for $name ==="; | ||
config_name="$(basename "$name")" | ||
python run.py --output "out/$config_name.json" "$f"; | ||
echo "=== Benchmarks done for $name (or failed) ==="; | ||
done | ||
- name: Send Benchmark results to Datadog | ||
working-directory: test/benchmarks | ||
run: | | ||
python datadog/send_metrics.py out/ ${{ secrets.CORE_DATADOG_API_KEY }} https://api.datadoghq.eu | ||
- name: Archive benchmark results | ||
uses: actions/upload-artifact@v3 | ||
with: | ||
name: benchmark-results-elasticsearch | ||
path: test/benchmarks/out/ | ||
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run-weaviate-benchmarks: | ||
needs: | ||
- deploy-runner | ||
- run-elasticsearch-benchmarks | ||
runs-on: [self-hosted, cml] | ||
container: | ||
image: docker://iterativeai/cml:0-dvc2-base1-gpu | ||
options: --gpus all | ||
services: | ||
weaviate: | ||
image: semitechnologies/weaviate:1.17.2 | ||
env: | ||
AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: "true" | ||
PERSISTENCE_DATA_PATH: "/var/lib/weaviate" | ||
ports: | ||
- 8080:8080 | ||
timeout-minutes: 2880 | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
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- name: Install Haystack + Datadog requirements | ||
run: | | ||
pip install .[metrics,weaviate,benchmarks,inference] | ||
pip install -r test/benchmarks/datadog/requirements.txt | ||
- name: Run benchmarks | ||
working-directory: test/benchmarks | ||
run: | | ||
mkdir +p out | ||
for f in ./configs/**/*-weaviate-*.yml; do | ||
name="${f%.*}" | ||
echo "=== Running benchmarks for $name ==="; | ||
config_name="$(basename "$name")" | ||
python run.py --output "out/$config_name.json" "$f"; | ||
echo "=== Benchmarks done for $name (or failed) ==="; | ||
done | ||
- name: Send Benchmark results to Datadog | ||
working-directory: test/benchmarks | ||
run: | | ||
python datadog/send_metrics.py out/ ${{ secrets.CORE_DATADOG_API_KEY }} https://api.datadoghq.eu | ||
- name: Archive benchmark results | ||
uses: actions/upload-artifact@v3 | ||
with: | ||
name: benchmark-results-weaviate | ||
path: test/benchmarks/out/ | ||
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run-opensearch-benchmarks: | ||
needs: | ||
- deploy-runner | ||
- run-weaviate-benchmarks | ||
runs-on: [self-hosted, cml] | ||
container: | ||
image: docker://iterativeai/cml:0-dvc2-base1-gpu | ||
options: --gpus all | ||
services: | ||
opensearch: | ||
image: opensearchproject/opensearch:1.3.5 | ||
env: | ||
discovery.type: "single-node" | ||
OPENSEARCH_JAVA_OPTS: "-Xms4096m -Xmx4096m" | ||
ports: | ||
- 9200:9200 | ||
timeout-minutes: 2880 | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
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- name: Install Haystack + Datadog requirements | ||
run: | | ||
pip install .[metrics,opensearch,benchmarks,inference] | ||
pip install -r test/benchmarks/datadog/requirements.txt | ||
- name: Run benchmarks | ||
working-directory: test/benchmarks | ||
run: | | ||
mkdir +p out | ||
for f in ./configs/**/*-opensearch-*.yml; do | ||
name="${f%.*}" | ||
echo "=== Running benchmarks for $name ==="; | ||
config_name="$(basename "$name")" | ||
python run.py --output "out/$config_name.json" "$f"; | ||
echo "=== Benchmarks done for $name (or failed) ==="; | ||
done | ||
- name: Send Benchmark results to Datadog | ||
working-directory: test/benchmarks | ||
run: | | ||
python datadog/send_metrics.py out/ ${{ secrets.CORE_DATADOG_API_KEY }} https://api.datadoghq.eu | ||
- name: Archive benchmark results | ||
uses: actions/upload-artifact@v3 | ||
with: | ||
name: benchmark-results-opensearch | ||
path: test/benchmarks/out/ |
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