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benchmarking.yml
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name: Benchmarking
on:
# uncomment to run on push for debugging your PR
# push:
# branches: [ your branch ]
schedule:
# * is a special character in YAML so you have to quote this string
# ┌───────────── minute (0 - 59)
# │ ┌───────────── hour (0 - 23)
# │ │ ┌───────────── day of the month (1 - 31)
# │ │ │ ┌───────────── month (1 - 12 or JAN-DEC)
# │ │ │ │ ┌───────────── day of the week (0 - 6 or SUN-SAT)
- cron: '0 3 * * *' # run once a day, timezone is utc
workflow_dispatch: # adds ability to run this manually
inputs:
region_id:
description: 'Project region id. If not set, the default region will be used'
required: false
default: 'aws-us-east-2'
save_perf_report:
type: boolean
description: 'Publish perf report. If not set, the report will be published only for the main branch'
required: false
collect_olap_explain:
type: boolean
description: 'Collect EXPLAIN ANALYZE for OLAP queries. If not set, EXPLAIN ANALYZE will not be collected'
required: false
default: false
collect_pg_stat_statements:
type: boolean
description: 'Collect pg_stat_statements for OLAP queries. If not set, pg_stat_statements will not be collected'
required: false
default: false
run_AWS_RDS_AND_AURORA:
type: boolean
description: 'AWS-RDS and AWS-AURORA normally only run on Saturday. Set this to true to run them on every workflow_dispatch'
required: false
default: false
run_only_pgvector_tests:
type: boolean
description: 'Run pgvector tests but no other tests. If not set, all tests including pgvector tests will be run'
required: false
default: false
defaults:
run:
shell: bash -euxo pipefail {0}
concurrency:
# Allow only one workflow per any non-`main` branch.
group: ${{ github.workflow }}-${{ github.ref_name }}-${{ github.ref_name == 'main' && github.sha || 'anysha' }}
cancel-in-progress: true
jobs:
bench:
if: ${{ github.event.inputs.run_only_pgvector_tests == 'false' || github.event.inputs.run_only_pgvector_tests == null }}
permissions:
contents: write
statuses: write
id-token: write # aws-actions/configure-aws-credentials
strategy:
fail-fast: false
matrix:
include:
- PG_VERSION: 16
PLATFORM: "neon-staging"
region_id: ${{ github.event.inputs.region_id || 'aws-us-east-2' }}
RUNNER: [ self-hosted, us-east-2, x64 ]
- PG_VERSION: 17
PLATFORM: "neon-staging"
region_id: ${{ github.event.inputs.region_id || 'aws-us-east-2' }}
RUNNER: [ self-hosted, us-east-2, x64 ]
- PG_VERSION: 16
PLATFORM: "azure-staging"
region_id: 'azure-eastus2'
RUNNER: [ self-hosted, eastus2, x64 ]
env:
TEST_PG_BENCH_DURATIONS_MATRIX: "300"
TEST_PG_BENCH_SCALES_MATRIX: "10,100"
POSTGRES_DISTRIB_DIR: /tmp/neon/pg_install
PG_VERSION: ${{ matrix.PG_VERSION }}
TEST_OUTPUT: /tmp/test_output
BUILD_TYPE: remote
SAVE_PERF_REPORT: ${{ github.event.inputs.save_perf_report || ( github.ref_name == 'main' ) }}
PLATFORM: ${{ matrix.PLATFORM }}
runs-on: ${{ matrix.RUNNER }}
container:
image: neondatabase/build-tools:pinned-bookworm
credentials:
username: ${{ secrets.NEON_DOCKERHUB_USERNAME }}
password: ${{ secrets.NEON_DOCKERHUB_PASSWORD }}
options: --init
steps:
- uses: actions/checkout@v4
- name: Configure AWS credentials # necessary on Azure runners
uses: aws-actions/configure-aws-credentials@v4
with:
aws-region: eu-central-1
role-to-assume: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
role-duration-seconds: 18000 # 5 hours
- name: Download Neon artifact
uses: ./.github/actions/download
with:
name: neon-${{ runner.os }}-${{ runner.arch }}-release-artifact
path: /tmp/neon/
prefix: latest
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Create Neon Project
id: create-neon-project
uses: ./.github/actions/neon-project-create
with:
region_id: ${{ matrix.region_id }}
postgres_version: ${{ env.PG_VERSION }}
api_key: ${{ secrets.NEON_STAGING_API_KEY }}
- name: Run benchmark
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
# Set --sparse-ordering option of pytest-order plugin
# to ensure tests are running in order of appears in the file.
# It's important for test_perf_pgbench.py::test_pgbench_remote_* tests
extra_params:
-m remote_cluster
--sparse-ordering
--timeout 14400
--ignore test_runner/performance/test_perf_olap.py
--ignore test_runner/performance/test_perf_pgvector_queries.py
--ignore test_runner/performance/test_logical_replication.py
--ignore test_runner/performance/test_physical_replication.py
--ignore test_runner/performance/test_perf_ingest_using_pgcopydb.py
env:
BENCHMARK_CONNSTR: ${{ steps.create-neon-project.outputs.dsn }}
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
- name: Delete Neon Project
if: ${{ always() }}
uses: ./.github/actions/neon-project-delete
with:
project_id: ${{ steps.create-neon-project.outputs.project_id }}
api_key: ${{ secrets.NEON_STAGING_API_KEY }}
- name: Create Allure report
id: create-allure-report
if: ${{ !cancelled() }}
uses: ./.github/actions/allure-report-generate
with:
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Post to a Slack channel
if: ${{ github.event.schedule && failure() }}
uses: slackapi/slack-github-action@v1
with:
channel-id: "C06KHQVQ7U3" # on-call-qa-staging-stream
slack-message: |
Periodic perf testing: ${{ job.status }}
<${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|GitHub Run>
<${{ steps.create-allure-report.outputs.report-url }}|Allure report>
env:
SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
replication-tests:
if: ${{ github.event.inputs.run_only_pgvector_tests == 'false' || github.event.inputs.run_only_pgvector_tests == null }}
permissions:
contents: write
statuses: write
id-token: write # aws-actions/configure-aws-credentials
env:
POSTGRES_DISTRIB_DIR: /tmp/neon/pg_install
DEFAULT_PG_VERSION: 16
TEST_OUTPUT: /tmp/test_output
BUILD_TYPE: remote
SAVE_PERF_REPORT: ${{ github.event.inputs.save_perf_report || ( github.ref_name == 'main' ) }}
PLATFORM: "neon-staging"
runs-on: [ self-hosted, us-east-2, x64 ]
container:
image: neondatabase/build-tools:pinned-bookworm
credentials:
username: ${{ secrets.NEON_DOCKERHUB_USERNAME }}
password: ${{ secrets.NEON_DOCKERHUB_PASSWORD }}
options: --init
steps:
- uses: actions/checkout@v4
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-region: eu-central-1
role-to-assume: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
role-duration-seconds: 18000 # 5 hours
- name: Download Neon artifact
uses: ./.github/actions/download
with:
name: neon-${{ runner.os }}-${{ runner.arch }}-release-artifact
path: /tmp/neon/
prefix: latest
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Run Logical Replication benchmarks
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance/test_logical_replication.py
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 5400
pg_version: ${{ env.DEFAULT_PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
NEON_API_KEY: ${{ secrets.NEON_STAGING_API_KEY }}
BENCHMARK_PROJECT_ID_PUB: ${{ vars.BENCHMARK_PROJECT_ID_PUB }}
BENCHMARK_PROJECT_ID_SUB: ${{ vars.BENCHMARK_PROJECT_ID_SUB }}
- name: Run Physical Replication benchmarks
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance/test_physical_replication.py
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 5400
pg_version: ${{ env.DEFAULT_PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
NEON_API_KEY: ${{ secrets.NEON_STAGING_API_KEY }}
- name: Create Allure report
id: create-allure-report
if: ${{ !cancelled() }}
uses: ./.github/actions/allure-report-generate
with:
store-test-results-into-db: true
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
REGRESS_TEST_RESULT_CONNSTR_NEW: ${{ secrets.REGRESS_TEST_RESULT_CONNSTR_NEW }}
# Post both success and failure to the Slack channel
- name: Post to a Slack channel
if: ${{ github.event.schedule && !cancelled() }}
uses: slackapi/slack-github-action@v1
with:
channel-id: "C06T9AMNDQQ" # on-call-compute-staging-stream
slack-message: |
Periodic replication testing: ${{ job.status }}
<${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|GitHub Run>
<${{ steps.create-allure-report.outputs.report-url }}|Allure report>
env:
SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
generate-matrices:
if: ${{ github.event.inputs.run_only_pgvector_tests == 'false' || github.event.inputs.run_only_pgvector_tests == null }}
# Create matrices for the benchmarking jobs, so we run benchmarks on rds only once a week (on Saturday)
#
# Available platforms:
# - neonvm-captest-new: Freshly created project (1 CU)
# - neonvm-captest-freetier: Use freetier-sized compute (0.25 CU)
# - neonvm-captest-azure-new: Freshly created project (1 CU) in azure region
# - neonvm-captest-azure-freetier: Use freetier-sized compute (0.25 CU) in azure region
# - neonvm-captest-reuse: Reusing existing project
# - rds-aurora: Aurora Postgres Serverless v2 with autoscaling from 0.5 to 2 ACUs
# - rds-postgres: RDS Postgres db.m5.large instance (2 vCPU, 8 GiB) with gp3 EBS storage
env:
RUN_AWS_RDS_AND_AURORA: ${{ github.event.inputs.run_AWS_RDS_AND_AURORA || 'false' }}
DEFAULT_REGION_ID: ${{ github.event.inputs.region_id || 'aws-us-east-2' }}
runs-on: ubuntu-22.04
outputs:
pgbench-compare-matrix: ${{ steps.pgbench-compare-matrix.outputs.matrix }}
olap-compare-matrix: ${{ steps.olap-compare-matrix.outputs.matrix }}
tpch-compare-matrix: ${{ steps.tpch-compare-matrix.outputs.matrix }}
steps:
- name: Generate matrix for pgbench benchmark
id: pgbench-compare-matrix
run: |
region_id_default=${{ env.DEFAULT_REGION_ID }}
runner_default='["self-hosted", "us-east-2", "x64"]'
runner_azure='["self-hosted", "eastus2", "x64"]'
image_default="neondatabase/build-tools:pinned-bookworm"
matrix='{
"pg_version" : [
16
],
"region_id" : [
"'"$region_id_default"'"
],
"platform": [
"neonvm-captest-new",
"neonvm-captest-reuse",
"neonvm-captest-new"
],
"db_size": [ "10gb" ],
"runner": ['"$runner_default"'],
"image": [ "'"$image_default"'" ],
"include": [{ "pg_version": 16, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-freetier", "db_size": "3gb" ,"runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 16, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-new", "db_size": "10gb","runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 16, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-new-many-tables","db_size": "10gb","runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 16, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-new", "db_size": "50gb","runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 16, "region_id": "azure-eastus2", "platform": "neonvm-azure-captest-freetier", "db_size": "3gb" ,"runner": '"$runner_azure"', "image": "neondatabase/build-tools:pinned-bookworm" },
{ "pg_version": 16, "region_id": "azure-eastus2", "platform": "neonvm-azure-captest-new", "db_size": "10gb","runner": '"$runner_azure"', "image": "neondatabase/build-tools:pinned-bookworm" },
{ "pg_version": 16, "region_id": "azure-eastus2", "platform": "neonvm-azure-captest-new", "db_size": "50gb","runner": '"$runner_azure"', "image": "neondatabase/build-tools:pinned-bookworm" },
{ "pg_version": 16, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-sharding-reuse", "db_size": "50gb","runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 17, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-freetier", "db_size": "3gb" ,"runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 17, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-new", "db_size": "10gb","runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 17, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-new-many-tables","db_size": "10gb","runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 17, "region_id": "'"$region_id_default"'", "platform": "neonvm-captest-new", "db_size": "50gb","runner": '"$runner_default"', "image": "'"$image_default"'" }]
}'
if [ "$(date +%A)" = "Saturday" ] || [ ${RUN_AWS_RDS_AND_AURORA} = "true" ]; then
matrix=$(echo "$matrix" | jq '.include += [{ "pg_version": 16, "region_id": "'"$region_id_default"'", "platform": "rds-postgres", "db_size": "10gb","runner": '"$runner_default"', "image": "'"$image_default"'" },
{ "pg_version": 16, "region_id": "'"$region_id_default"'", "platform": "rds-aurora", "db_size": "10gb","runner": '"$runner_default"', "image": "'"$image_default"'" }]')
fi
echo "matrix=$(echo "$matrix" | jq --compact-output '.')" >> $GITHUB_OUTPUT
- name: Generate matrix for OLAP benchmarks
id: olap-compare-matrix
run: |
matrix='{
"platform": [
"neonvm-captest-reuse"
],
"pg_version" : [
16,17
],
}'
if [ "$(date +%A)" = "Saturday" ] || [ ${RUN_AWS_RDS_AND_AURORA} = "true" ]; then
matrix=$(echo "$matrix" | jq '.include += [{ "pg_version": 16, "platform": "rds-postgres" },
{ "pg_version": 16, "platform": "rds-aurora" }]')
fi
echo "matrix=$(echo "$matrix" | jq --compact-output '.')" >> $GITHUB_OUTPUT
- name: Generate matrix for TPC-H benchmarks
id: tpch-compare-matrix
run: |
matrix='{
"platform": [
"neonvm-captest-reuse"
],
"pg_version" : [
16,17
]
}'
if [ "$(date +%A)" = "Saturday" ] || [ ${RUN_AWS_RDS_AND_AURORA} = "true" ]; then
matrix=$(echo "$matrix" | jq '.include += [{ "pg_version": 16, "platform": "rds-postgres" },
{ "pg_version": 16, "platform": "rds-aurora" }]')
fi
echo "matrix=$(echo "$matrix" | jq --compact-output '.')" >> $GITHUB_OUTPUT
prepare_AWS_RDS_databases:
uses: ./.github/workflows/_benchmarking_preparation.yml
secrets: inherit
pgbench-compare:
if: ${{ github.event.inputs.run_only_pgvector_tests == 'false' || github.event.inputs.run_only_pgvector_tests == null }}
needs: [ generate-matrices, prepare_AWS_RDS_databases ]
permissions:
contents: write
statuses: write
id-token: write # aws-actions/configure-aws-credentials
strategy:
fail-fast: false
matrix: ${{fromJson(needs.generate-matrices.outputs.pgbench-compare-matrix)}}
env:
TEST_PG_BENCH_DURATIONS_MATRIX: "60m"
TEST_PG_BENCH_SCALES_MATRIX: ${{ matrix.db_size }}
POSTGRES_DISTRIB_DIR: /tmp/neon/pg_install
PG_VERSION: ${{ matrix.pg_version }}
TEST_OUTPUT: /tmp/test_output
BUILD_TYPE: remote
SAVE_PERF_REPORT: ${{ github.event.inputs.save_perf_report || ( github.ref_name == 'main' ) }}
PLATFORM: ${{ matrix.platform }}
runs-on: ${{ matrix.runner }}
container:
image: ${{ matrix.image }}
options: --init
# Increase timeout to 8h, default timeout is 6h
timeout-minutes: 480
steps:
- uses: actions/checkout@v4
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-region: eu-central-1
role-to-assume: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
role-duration-seconds: 18000 # 5 hours
- name: Download Neon artifact
uses: ./.github/actions/download
with:
name: neon-${{ runner.os }}-${{ runner.arch }}-release-artifact
path: /tmp/neon/
prefix: latest
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Create Neon Project
if: contains(fromJson('["neonvm-captest-new", "neonvm-captest-new-many-tables", "neonvm-captest-freetier", "neonvm-azure-captest-freetier", "neonvm-azure-captest-new"]'), matrix.platform)
id: create-neon-project
uses: ./.github/actions/neon-project-create
with:
region_id: ${{ matrix.region_id }}
postgres_version: ${{ env.PG_VERSION }}
api_key: ${{ secrets.NEON_STAGING_API_KEY }}
compute_units: ${{ (contains(matrix.platform, 'captest-freetier') && '[0.25, 0.25]') || '[1, 1]' }}
- name: Set up Connection String
id: set-up-connstr
run: |
case "${PLATFORM}" in
neonvm-captest-reuse)
CONNSTR=${{ secrets.BENCHMARK_CAPTEST_CONNSTR }}
;;
neonvm-captest-sharding-reuse)
CONNSTR=${{ secrets.BENCHMARK_CAPTEST_SHARDING_CONNSTR }}
;;
neonvm-captest-new | neonvm-captest-new-many-tables | neonvm-captest-freetier | neonvm-azure-captest-new | neonvm-azure-captest-freetier)
CONNSTR=${{ steps.create-neon-project.outputs.dsn }}
;;
rds-aurora)
CONNSTR=${{ secrets.BENCHMARK_RDS_AURORA_CONNSTR }}
;;
rds-postgres)
CONNSTR=${{ secrets.BENCHMARK_RDS_POSTGRES_CONNSTR }}
;;
*)
echo >&2 "Unknown PLATFORM=${PLATFORM}"
exit 1
;;
esac
echo "connstr=${CONNSTR}" >> $GITHUB_OUTPUT
# we want to compare Neon project OLTP throughput and latency at scale factor 10 GB
# without (neonvm-captest-new)
# and with (neonvm-captest-new-many-tables) many relations in the database
- name: Create many relations before the run
if: contains(fromJson('["neonvm-captest-new-many-tables"]'), matrix.platform)
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 21600 -k test_perf_many_relations
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
BENCHMARK_CONNSTR: ${{ steps.set-up-connstr.outputs.connstr }}
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
TEST_NUM_RELATIONS: 10000
- name: Benchmark init
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 21600 -k test_pgbench_remote_init
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
BENCHMARK_CONNSTR: ${{ steps.set-up-connstr.outputs.connstr }}
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
- name: Benchmark simple-update
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 21600 -k test_pgbench_remote_simple_update
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
BENCHMARK_CONNSTR: ${{ steps.set-up-connstr.outputs.connstr }}
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
- name: Benchmark select-only
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 21600 -k test_pgbench_remote_select_only
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
BENCHMARK_CONNSTR: ${{ steps.set-up-connstr.outputs.connstr }}
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
- name: Delete Neon Project
if: ${{ steps.create-neon-project.outputs.project_id && always() }}
uses: ./.github/actions/neon-project-delete
with:
project_id: ${{ steps.create-neon-project.outputs.project_id }}
api_key: ${{ secrets.NEON_STAGING_API_KEY }}
- name: Create Allure report
id: create-allure-report
if: ${{ !cancelled() }}
uses: ./.github/actions/allure-report-generate
with:
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Post to a Slack channel
if: ${{ github.event.schedule && failure() }}
uses: slackapi/slack-github-action@v1
with:
channel-id: "C06KHQVQ7U3" # on-call-qa-staging-stream
slack-message: |
Periodic perf testing on ${{ matrix.platform }}: ${{ job.status }}
<${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|GitHub Run>
<${{ steps.create-allure-report.outputs.report-url }}|Allure report>
env:
SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
pgbench-pgvector:
permissions:
contents: write
statuses: write
id-token: write # aws-actions/configure-aws-credentials
strategy:
fail-fast: false
matrix:
include:
- PLATFORM: "neonvm-captest-pgvector"
RUNNER: [ self-hosted, us-east-2, x64 ]
postgres_version: 16
- PLATFORM: "neonvm-captest-pgvector-pg17"
RUNNER: [ self-hosted, us-east-2, x64 ]
postgres_version: 17
- PLATFORM: "azure-captest-pgvector"
RUNNER: [ self-hosted, eastus2, x64 ]
postgres_version: 16
env:
TEST_PG_BENCH_DURATIONS_MATRIX: "15m"
TEST_PG_BENCH_SCALES_MATRIX: "1"
POSTGRES_DISTRIB_DIR: /tmp/neon/pg_install
PG_VERSION: ${{ matrix.postgres_version }}
TEST_OUTPUT: /tmp/test_output
BUILD_TYPE: remote
SAVE_PERF_REPORT: ${{ github.event.inputs.save_perf_report || ( github.ref_name == 'main' ) }}
PLATFORM: ${{ matrix.PLATFORM }}
runs-on: ${{ matrix.RUNNER }}
container:
image: neondatabase/build-tools:pinned-bookworm
credentials:
username: ${{ secrets.NEON_DOCKERHUB_USERNAME }}
password: ${{ secrets.NEON_DOCKERHUB_PASSWORD }}
options: --init
steps:
- uses: actions/checkout@v4
# until https://github.com/neondatabase/neon/issues/8275 is fixed we temporarily install postgresql-16
# instead of using Neon artifacts containing pgbench
- name: Install postgresql-16 where pytest expects it
run: |
# Just to make it easier to test things locally on macOS (with arm64)
arch=$(uname -m | sed 's/x86_64/amd64/g' | sed 's/aarch64/arm64/g')
cd /home/nonroot
wget -q "https://apt.postgresql.org/pub/repos/apt/pool/main/p/postgresql-17/libpq5_17.2-1.pgdg120+1_${arch}.deb"
wget -q "https://apt.postgresql.org/pub/repos/apt/pool/main/p/postgresql-16/postgresql-client-16_16.6-1.pgdg120+1_${arch}.deb"
wget -q "https://apt.postgresql.org/pub/repos/apt/pool/main/p/postgresql-16/postgresql-16_16.6-1.pgdg120+1_${arch}.deb"
dpkg -x libpq5_17.2-1.pgdg120+1_${arch}.deb pg
dpkg -x postgresql-16_16.6-1.pgdg120+1_${arch}.deb pg
dpkg -x postgresql-client-16_16.6-1.pgdg120+1_${arch}.deb pg
mkdir -p /tmp/neon/pg_install/v16/bin
mkdir -p /tmp/neon/pg_install/v17/bin
ln -s /home/nonroot/pg/usr/lib/postgresql/16/bin/pgbench /tmp/neon/pg_install/v16/bin/pgbench
ln -s /home/nonroot/pg/usr/lib/postgresql/16/bin/psql /tmp/neon/pg_install/v16/bin/psql
ln -s /home/nonroot/pg/usr/lib/$(uname -m)-linux-gnu /tmp/neon/pg_install/v16/lib
ln -s /home/nonroot/pg/usr/lib/postgresql/16/bin/pgbench /tmp/neon/pg_install/v17/bin/pgbench
ln -s /home/nonroot/pg/usr/lib/postgresql/16/bin/psql /tmp/neon/pg_install/v17/bin/psql
ln -s /home/nonroot/pg/usr/lib/$(uname -m)-linux-gnu /tmp/neon/pg_install/v17/lib
LD_LIBRARY_PATH="/home/nonroot/pg/usr/lib/$(uname -m)-linux-gnu:${LD_LIBRARY_PATH:-}"
export LD_LIBRARY_PATH
echo "LD_LIBRARY_PATH=${LD_LIBRARY_PATH}" >> ${GITHUB_ENV}
/tmp/neon/pg_install/v16/bin/pgbench --version
/tmp/neon/pg_install/v16/bin/psql --version
- name: Set up Connection String
id: set-up-connstr
run: |
case "${PLATFORM}" in
neonvm-captest-pgvector)
CONNSTR=${{ secrets.BENCHMARK_PGVECTOR_CONNSTR }}
;;
neonvm-captest-pgvector-pg17)
CONNSTR=${{ secrets.BENCHMARK_PGVECTOR_CONNSTR_PG17 }}
;;
azure-captest-pgvector)
CONNSTR=${{ secrets.BENCHMARK_PGVECTOR_CONNSTR_AZURE }}
;;
*)
echo >&2 "Unknown PLATFORM=${PLATFORM}"
exit 1
;;
esac
echo "connstr=${CONNSTR}" >> $GITHUB_OUTPUT
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-region: eu-central-1
role-to-assume: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
role-duration-seconds: 18000 # 5 hours
- name: Benchmark pgvector hnsw indexing
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance/test_perf_olap.py
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 21600 -k test_pgvector_indexing
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
BENCHMARK_CONNSTR: ${{ steps.set-up-connstr.outputs.connstr }}
- name: Benchmark pgvector queries
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance/test_perf_pgvector_queries.py
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 21600
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
BENCHMARK_CONNSTR: ${{ steps.set-up-connstr.outputs.connstr }}
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
- name: Create Allure report
id: create-allure-report
if: ${{ !cancelled() }}
uses: ./.github/actions/allure-report-generate
with:
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Post to a Slack channel
if: ${{ github.event.schedule && failure() }}
uses: slackapi/slack-github-action@v1
with:
channel-id: "C06KHQVQ7U3" # on-call-qa-staging-stream
slack-message: |
Periodic perf testing on ${{ env.PLATFORM }}: ${{ job.status }}
<${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|GitHub Run>
<${{ steps.create-allure-report.outputs.report-url }}|Allure report>
env:
SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
clickbench-compare:
# ClichBench DB for rds-aurora and rds-Postgres deployed to the same clusters
# we use for performance testing in pgbench-compare.
# Run this job only when pgbench-compare is finished to avoid the intersection.
# We might change it after https://github.com/neondatabase/neon/issues/2900.
#
# *_CLICKBENCH_CONNSTR: Genuine ClickBench DB with ~100M rows
# *_CLICKBENCH_10M_CONNSTR: DB with the first 10M rows of ClickBench DB
if: ${{ !cancelled() && (github.event.inputs.run_only_pgvector_tests == 'false' || github.event.inputs.run_only_pgvector_tests == null) }}
permissions:
contents: write
statuses: write
id-token: write # aws-actions/configure-aws-credentials
needs: [ generate-matrices, pgbench-compare, prepare_AWS_RDS_databases ]
strategy:
fail-fast: false
matrix: ${{ fromJson(needs.generate-matrices.outputs.olap-compare-matrix) }}
env:
POSTGRES_DISTRIB_DIR: /tmp/neon/pg_install
PG_VERSION: ${{ matrix.pg_version }}
TEST_OUTPUT: /tmp/test_output
TEST_OLAP_COLLECT_EXPLAIN: ${{ github.event.inputs.collect_olap_explain }}
TEST_OLAP_COLLECT_PG_STAT_STATEMENTS: ${{ github.event.inputs.collect_pg_stat_statements }}
BUILD_TYPE: remote
SAVE_PERF_REPORT: ${{ github.event.inputs.save_perf_report || ( github.ref_name == 'main' ) }}
PLATFORM: ${{ matrix.platform }}
runs-on: [ self-hosted, us-east-2, x64 ]
container:
image: neondatabase/build-tools:pinned-bookworm
credentials:
username: ${{ secrets.NEON_DOCKERHUB_USERNAME }}
password: ${{ secrets.NEON_DOCKERHUB_PASSWORD }}
options: --init
# Increase timeout to 12h, default timeout is 6h
# we have regression in clickbench causing it to run 2-3x longer
timeout-minutes: 720
steps:
- uses: actions/checkout@v4
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-region: eu-central-1
role-to-assume: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
role-duration-seconds: 18000 # 5 hours
- name: Download Neon artifact
uses: ./.github/actions/download
with:
name: neon-${{ runner.os }}-${{ runner.arch }}-release-artifact
path: /tmp/neon/
prefix: latest
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Set up Connection String
id: set-up-connstr
run: |
case "${PLATFORM}" in
neonvm-captest-reuse)
case "${PG_VERSION}" in
16)
CONNSTR=${{ secrets.BENCHMARK_CAPTEST_CLICKBENCH_10M_CONNSTR_V16 }}
;;
17)
CONNSTR=${{ secrets.BENCHMARK_CAPTEST_CONNSTR_PG17 }}
;;
*)
echo >&2 "Unsupported PG_VERSION=${PG_VERSION} for PLATFORM=${PLATFORM}"
exit 1
;;
esac
;;
rds-aurora)
CONNSTR=${{ secrets.BENCHMARK_RDS_AURORA_CLICKBENCH_10M_CONNSTR }}
;;
rds-postgres)
CONNSTR=${{ secrets.BENCHMARK_RDS_POSTGRES_CLICKBENCH_10M_CONNSTR }}
;;
*)
echo >&2 "Unknown PLATFORM=${PLATFORM}. Allowed only 'neonvm-captest-reuse', 'rds-aurora', or 'rds-postgres'"
exit 1
;;
esac
echo "connstr=${CONNSTR}" >> $GITHUB_OUTPUT
- name: ClickBench benchmark
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance/test_perf_olap.py
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 43200 -k test_clickbench
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
TEST_OLAP_COLLECT_EXPLAIN: ${{ github.event.inputs.collect_olap_explain || 'false' }}
TEST_OLAP_COLLECT_PG_STAT_STATEMENTS: ${{ github.event.inputs.collect_pg_stat_statements || 'false' }}
BENCHMARK_CONNSTR: ${{ steps.set-up-connstr.outputs.connstr }}
TEST_OLAP_SCALE: 10
- name: Create Allure report
id: create-allure-report
if: ${{ !cancelled() }}
uses: ./.github/actions/allure-report-generate
with:
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Post to a Slack channel
if: ${{ github.event.schedule && failure() }}
uses: slackapi/slack-github-action@v1
with:
channel-id: "C06KHQVQ7U3" # on-call-qa-staging-stream
slack-message: |
Periodic OLAP perf testing on ${{ matrix.platform }}: ${{ job.status }}
<${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|GitHub Run>
<${{ steps.create-allure-report.outputs.report-url }}|Allure report>
env:
SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
tpch-compare:
# TCP-H DB for rds-aurora and rds-Postgres deployed to the same clusters
# we use for performance testing in pgbench-compare & clickbench-compare.
# Run this job only when clickbench-compare is finished to avoid the intersection.
# We might change it after https://github.com/neondatabase/neon/issues/2900.
#
# *_TPCH_S10_CONNSTR: DB generated with scale factor 10 (~10 GB)
if: ${{ !cancelled() && (github.event.inputs.run_only_pgvector_tests == 'false' || github.event.inputs.run_only_pgvector_tests == null) }}
permissions:
contents: write
statuses: write
id-token: write # aws-actions/configure-aws-credentials
needs: [ generate-matrices, clickbench-compare, prepare_AWS_RDS_databases ]
strategy:
fail-fast: false
matrix: ${{ fromJson(needs.generate-matrices.outputs.tpch-compare-matrix) }}
env:
POSTGRES_DISTRIB_DIR: /tmp/neon/pg_install
PG_VERSION: ${{ matrix.pg_version }}
TEST_OUTPUT: /tmp/test_output
BUILD_TYPE: remote
SAVE_PERF_REPORT: ${{ github.event.inputs.save_perf_report || ( github.ref_name == 'main' ) }}
PLATFORM: ${{ matrix.platform }}
runs-on: [ self-hosted, us-east-2, x64 ]
container:
image: neondatabase/build-tools:pinned-bookworm
credentials:
username: ${{ secrets.NEON_DOCKERHUB_USERNAME }}
password: ${{ secrets.NEON_DOCKERHUB_PASSWORD }}
options: --init
steps:
- uses: actions/checkout@v4
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-region: eu-central-1
role-to-assume: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
role-duration-seconds: 18000 # 5 hours
- name: Download Neon artifact
uses: ./.github/actions/download
with:
name: neon-${{ runner.os }}-${{ runner.arch }}-release-artifact
path: /tmp/neon/
prefix: latest
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Get Connstring Secret Name
run: |
case "${PLATFORM}" in
neonvm-captest-reuse)
case "${PG_VERSION}" in
16)
CONNSTR_SECRET_NAME="BENCHMARK_CAPTEST_TPCH_S10_CONNSTR"
;;
17)
CONNSTR_SECRET_NAME="BENCHMARK_CAPTEST_CONNSTR_PG17"
;;
*)
echo >&2 "Unsupported PG_VERSION=${PG_VERSION} for PLATFORM=${PLATFORM}"
exit 1
;;
esac
;;
rds-aurora)
CONNSTR_SECRET_NAME="BENCHMARK_RDS_AURORA_TPCH_S10_CONNSTR"
;;
rds-postgres)
CONNSTR_SECRET_NAME="BENCHMARK_RDS_POSTGRES_TPCH_S10_CONNSTR"
;;
*)
echo >&2 "Unknown PLATFORM=${PLATFORM}. Allowed only 'neonvm-captest-reuse', 'rds-aurora', or 'rds-postgres'"
exit 1
;;
esac
echo "CONNSTR_SECRET_NAME=${CONNSTR_SECRET_NAME}" >> $GITHUB_ENV
- name: Set up Connection String
id: set-up-connstr
run: |
CONNSTR=${{ secrets[env.CONNSTR_SECRET_NAME] }}
echo "connstr=${CONNSTR}" >> $GITHUB_OUTPUT
- name: Run TPC-H benchmark
uses: ./.github/actions/run-python-test-set
with:
build_type: ${{ env.BUILD_TYPE }}
test_selection: performance/test_perf_olap.py
run_in_parallel: false
save_perf_report: ${{ env.SAVE_PERF_REPORT }}
extra_params: -m remote_cluster --timeout 21600 -k test_tpch
pg_version: ${{ env.PG_VERSION }}
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
env:
VIP_VAP_ACCESS_TOKEN: "${{ secrets.VIP_VAP_ACCESS_TOKEN }}"
PERF_TEST_RESULT_CONNSTR: "${{ secrets.PERF_TEST_RESULT_CONNSTR }}"
BENCHMARK_CONNSTR: ${{ steps.set-up-connstr.outputs.connstr }}
TEST_OLAP_SCALE: 10
- name: Create Allure report
id: create-allure-report
if: ${{ !cancelled() }}
uses: ./.github/actions/allure-report-generate
with:
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Post to a Slack channel
if: ${{ github.event.schedule && failure() }}
uses: slackapi/slack-github-action@v1
with:
channel-id: "C06KHQVQ7U3" # on-call-qa-staging-stream
slack-message: |
Periodic TPC-H perf testing on ${{ matrix.platform }}: ${{ job.status }}
<${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|GitHub Run>
<${{ steps.create-allure-report.outputs.report-url }}|Allure report>
env:
SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
user-examples-compare:
if: ${{ !cancelled() && (github.event.inputs.run_only_pgvector_tests == 'false' || github.event.inputs.run_only_pgvector_tests == null) }}
permissions:
contents: write
statuses: write
id-token: write # aws-actions/configure-aws-credentials
needs: [ generate-matrices, tpch-compare, prepare_AWS_RDS_databases ]
strategy:
fail-fast: false
matrix: ${{ fromJson(needs.generate-matrices.outputs.olap-compare-matrix) }}
env:
POSTGRES_DISTRIB_DIR: /tmp/neon/pg_install
PG_VERSION: ${{ matrix.pg_version }}
TEST_OUTPUT: /tmp/test_output
BUILD_TYPE: remote
SAVE_PERF_REPORT: ${{ github.event.inputs.save_perf_report || ( github.ref_name == 'main' ) }}
PLATFORM: ${{ matrix.platform }}
runs-on: [ self-hosted, us-east-2, x64 ]
container:
image: neondatabase/build-tools:pinned-bookworm
credentials:
username: ${{ secrets.NEON_DOCKERHUB_USERNAME }}
password: ${{ secrets.NEON_DOCKERHUB_PASSWORD }}
options: --init
steps:
- uses: actions/checkout@v4
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-region: eu-central-1
role-to-assume: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
role-duration-seconds: 18000 # 5 hours
- name: Download Neon artifact
uses: ./.github/actions/download
with:
name: neon-${{ runner.os }}-${{ runner.arch }}-release-artifact
path: /tmp/neon/
prefix: latest
aws-oicd-role-arn: ${{ vars.DEV_AWS_OIDC_ROLE_ARN }}
- name: Set up Connection String