diff --git a/.github/codeowners/areas.yaml b/.github/codeowners/areas.yaml index 8cd6d7f63a..09a56aa855 100644 --- a/.github/codeowners/areas.yaml +++ b/.github/codeowners/areas.yaml @@ -116,6 +116,8 @@ shared: owners: [replay, mocker, maintainers] - glob: .claude/skills/aisimulate-replay-performance owners: [replay, mocker, maintainers] + - glob: python/aisimulate/tools/simulation_perf_gate/ + owners: [replay, forward-pass-engine, infra, maintainers] - glob: pages/ owners: [forward-pass-engine, infra, maintainers] - glob: tests/fpm_accuracy/ diff --git a/.github/workflows/simulation-performance.yml b/.github/workflows/simulation-performance.yml new file mode 100644 index 0000000000..3f00f142ba --- /dev/null +++ b/.github/workflows/simulation-performance.yml @@ -0,0 +1,406 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 + +name: Simulation Performance (advisory) + +on: + workflow_dispatch: + inputs: + pr_number: + description: Pull request number to compare + required: true + type: number + self_compare: + description: Qualify this head with three same-revision comparisons + required: false + default: false + type: boolean + push: + # Start even when copy-pr-bot creates a ref with an empty push commit list. + # Select relevant PR files in the hosted job before allocating a benchmark runner. + branches: + - "pull-request/*" + +permissions: + contents: read + pull-requests: read + +concurrency: + group: simulation-performance-${{ github.event_name == 'workflow_dispatch' && format('pull-request/{0}', inputs.pr_number) || github.ref_name }} + cancel-in-progress: true + +jobs: + select: + name: Select Simulation Performance + runs-on: ubuntu-latest + timeout-minutes: 5 + outputs: + number: ${{ steps.scope.outputs.number }} + head_sha: ${{ steps.scope.outputs.head_sha }} + base_sha: ${{ steps.revisions.outputs.base_sha }} + validate_head_controller: ${{ steps.revisions.outputs.validate_head_controller }} + run_comparison: ${{ steps.revisions.outputs.run_comparison }} + steps: + - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1 + with: + ref: ${{ github.sha }} + persist-credentials: false + - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7 + with: + python-version: "3.12" + - name: Select from the complete PR change set + id: scope + env: + GH_TOKEN: ${{ github.token }} + PR_NUMBER: ${{ inputs.pr_number }} + run: python scripts/select_simulation_perf.py + + - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1 + if: steps.scope.outputs.run_comparison == 'true' + with: + ref: ${{ steps.scope.outputs.head_sha }} + fetch-depth: 0 + persist-credentials: false + - name: Prepare exact revisions + id: revisions + if: steps.scope.outputs.run_comparison == 'true' + env: + PR_HEAD_SHA: ${{ steps.scope.outputs.head_sha }} + BASE_REF: ${{ steps.scope.outputs.base_ref }} + SELF_COMPARE: ${{ inputs.self_compare }} + run: | + set -euo pipefail + actual_head="$(git rev-parse HEAD)" + if [[ "${actual_head}" != "${PR_HEAD_SHA}" ]]; then + echo "checked out ${actual_head}, expected PR head ${PR_HEAD_SHA}" >&2 + exit 1 + fi + base_tip="$(git rev-parse "refs/remotes/origin/${BASE_REF}")" + base_sha="$(git merge-base "${PR_HEAD_SHA}" "${base_tip}")" + + if [[ "${SELF_COMPARE}" == "true" ]]; then + base_sha="${PR_HEAD_SHA}" + fi + + gate_path="python/aisimulate/tools/simulation_perf_gate" + skip_reason="" + invalid_reason="" + for revision_label in head base; do + if [[ "${revision_label}" == "base" ]]; then + revision="${base_sha}" + else + revision="${PR_HEAD_SHA}" + fi + for gate_file in __init__.py cases.py compare.py contract.py run.py worker.py fixtures/agentx.jsonl; do + if ! git cat-file -e "${revision}:${gate_path}/${gate_file}" 2>/dev/null; then + if [[ "${revision_label}" == "base" ]]; then + skip_reason="base revision \`${revision}\` does not contain the complete simulation-performance gate" + else + invalid_reason="head revision \`${revision}\` is missing ${gate_file}" + fi + break 2 + fi + done + done + + if [[ -z "${skip_reason}" && -z "${invalid_reason}" ]]; then + base_protocol="$( + git show "${base_sha}:${gate_path}/__init__.py" 2>/dev/null | + sed -nE 's/^PROTOCOL_VERSION[[:space:]]*=[[:space:]]*([0-9]+)[[:space:]]*$/\1/p' + )" + head_protocol="$( + git show "${PR_HEAD_SHA}:${gate_path}/__init__.py" 2>/dev/null | + sed -nE 's/^PROTOCOL_VERSION[[:space:]]*=[[:space:]]*([0-9]+)[[:space:]]*$/\1/p' + )" + if [[ ! "${base_protocol}" =~ ^[0-9]+$ ]]; then + invalid_reason="could not read PROTOCOL_VERSION from base revision \`${base_sha}\`" + elif [[ ! "${head_protocol}" =~ ^[0-9]+$ ]]; then + invalid_reason="could not read PROTOCOL_VERSION from head revision \`${PR_HEAD_SHA}\`" + elif [[ "${base_protocol}" != "${head_protocol}" ]]; then + invalid_reason="protocol versions differ: base is ${base_protocol}, head is ${head_protocol}" + fi + fi + + if [[ -n "${invalid_reason}" ]]; then + echo "run_comparison=false" >> "${GITHUB_OUTPUT}" + { + echo "## Simulation Performance (advisory)" + echo + echo "**INVALID_COMPARISON** — ${invalid_reason}." + echo + echo "Base \`${base_sha}\`; head \`${PR_HEAD_SHA}\`. No benchmark was run." + } >> "${GITHUB_STEP_SUMMARY}" + echo "::error::Incompatible simulation benchmark protocol; see the summary." + exit 1 + fi + + if [[ -n "${skip_reason}" ]]; then + echo "run_comparison=false" >> "${GITHUB_OUTPUT}" + { + echo "## Simulation Performance (advisory)" + echo + echo "**SKIPPED** — ${skip_reason}." + echo + echo "Head \`${PR_HEAD_SHA}\` was not benchmarked." + } >> "${GITHUB_STEP_SUMMARY}" + exit 0 + fi + + controller_changes="$(git diff --name-only "${base_sha}" "${PR_HEAD_SHA}" -- \ + ":(glob)${gate_path}/**/*.py" \ + "${gate_path}/fixtures/agentx.jsonl")" + if [[ -n "${controller_changes}" ]]; then + echo "validate_head_controller=true" >> "${GITHUB_OUTPUT}" + else + echo "validate_head_controller=false" >> "${GITHUB_OUTPUT}" + fi + + echo "base_sha=${base_sha}" >> "${GITHUB_OUTPUT}" + echo "run_comparison=true" >> "${GITHUB_OUTPUT}" + + build: + needs: select + if: needs.select.outputs.run_comparison == 'true' + name: Build simulation wheel (${{ matrix.side }}) + runs-on: prod-aisimulate-default-amd64-v1 + timeout-minutes: 30 + strategy: + fail-fast: false + matrix: + include: + - side: base + sha: ${{ needs.select.outputs.base_sha }} + - side: head + sha: ${{ needs.select.outputs.head_sha }} + defaults: + run: + shell: bash + container: + image: ${{ vars.CI_JOB_CONTAINER_IMAGE }} + env: + HOME: /__w/aisimulate/aisimulate + USER: runner + steps: + - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1 + with: + ref: ${{ needs.select.outputs.head_sha }} + persist-credentials: false + - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1 + with: + ref: ${{ matrix.sha }} + path: source + persist-credentials: false + - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7 + with: + python-version: "3.12" + - name: Configure Python linker path + run: echo "LIBRARY_PATH=${pythonLocation}/lib" >> "${GITHUB_ENV}" + - name: Install native build toolchain + run: bash scripts/ci_install_build_tools.sh + - uses: dtolnay/rust-toolchain@4be7066ada62dd38de10e7b70166bc74ed198c30 # stable + with: + toolchain: "1.99.0" + - name: Install wheel builder + run: python -m pip install 'maturin>=1.12,<2' 'uv==0.11.3' + - name: Build exact revision + env: + SOURCE_SHA: ${{ matrix.sha }} + BUILD_SIDE: ${{ matrix.side }} + BUILD_CONTAINER: ${{ vars.CI_JOB_CONTAINER_IMAGE }} + run: | + set -euo pipefail + started="$(date +%s)" + test "$(git -C source rev-parse HEAD)" = "${SOURCE_SHA}" + export CARGO_TARGET_DIR="${RUNNER_TEMP}/simulation-perf-target" + ( + cd source/python/aisimulate + python -m maturin build --release --locked --out "${RUNNER_TEMP}/wheel" + ) + uv export --project source/python/aisimulate --frozen --no-dev --no-emit-project \ + --format requirements-txt --output-file "${RUNNER_TEMP}/wheel/requirements.txt" + export BUILD_SECONDS=$(( $(date +%s) - started )) + python scripts/simulation_perf_artifact.py record "${RUNNER_TEMP}/wheel" \ + "${BUILD_SIDE}" "${SOURCE_SHA}" source + - name: Upload exact wheel + uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1 + with: + name: simulation-wheel-${{ matrix.side }}-${{ matrix.sha }} + path: ${{ runner.temp }}/wheel + if-no-files-found: error + retention-days: 30 + + compare: + needs: [select, build] + if: needs.select.outputs.run_comparison == 'true' + name: Simulation Performance (advisory) + runs-on: prod-aisimulate-default-amd64-v1 + timeout-minutes: 75 + defaults: + run: + shell: bash + container: + image: ${{ vars.CI_JOB_CONTAINER_IMAGE }} + env: + HOME: /__w/aisimulate/aisimulate + USER: runner + env: + BASE_SHA: ${{ needs.select.outputs.base_sha }} + HEAD_SHA: ${{ needs.select.outputs.head_sha }} + steps: + - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1 + with: + ref: ${{ needs.select.outputs.head_sha }} + fetch-depth: 0 + persist-credentials: false + - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7 + with: + python-version: "3.12" + - name: Prepare comparison environments + run: | + set -euo pipefail + git worktree prune + + run_root="${RUNNER_TEMP}/simulation-perf-${GITHUB_RUN_ID}-${GITHUB_RUN_ATTEMPT}" + base_src="${run_root}/base-src" + head_src="${run_root}/head-src" + mkdir -p "${run_root}" + + { + echo "BASE_SRC=${base_src}" + echo "HEAD_SRC=${head_src}" + echo "BASE_DIST=${run_root}/base-dist" + echo "HEAD_DIST=${run_root}/head-dist" + echo "BASE_VENV=${run_root}/base-venv" + echo "HEAD_VENV=${run_root}/head-venv" + echo "RESULTS_DIR=${run_root}/results" + } >> "${GITHUB_ENV}" + + git worktree add --detach "${base_src}" "${BASE_SHA}" + git worktree add --detach "${head_src}" "${HEAD_SHA}" + + - name: Download base wheel + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: simulation-wheel-base-${{ needs.select.outputs.base_sha }} + path: ${{ env.BASE_DIST }} + - name: Download head wheel + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: simulation-wheel-head-${{ needs.select.outputs.head_sha }} + path: ${{ env.HEAD_DIST }} + - name: Verify and install both artifacts + id: install + run: | + set -euo pipefail + command -v taskset + python scripts/simulation_perf_artifact.py verify \ + --base-dir "${BASE_DIST}" --base-sha "${BASE_SHA}" \ + --head-dir "${HEAD_DIST}" --head-sha "${HEAD_SHA}" + started="$(date +%s)" + mkdir -p "${RESULTS_DIR}/provenance" + for side in base head; do + if [[ "${side}" == "base" ]]; then + dist="${BASE_DIST}" + venv="${BASE_VENV}" + else + dist="${HEAD_DIST}" + venv="${HEAD_VENV}" + fi + python -m venv "${venv}" + "${venv}/bin/python" -m pip install --require-hashes -r "${dist}/requirements.txt" + "${venv}/bin/python" -m pip install --no-deps "${dist}"/aisimulate-*.whl + cp "${dist}/requirements.txt" "${RESULTS_DIR}/provenance/${side}-requirements.txt" + cp "${dist}/provenance.json" "${RESULTS_DIR}/provenance/${side}-build.json" + "${venv}/bin/python" -m pip freeze > "${RESULTS_DIR}/provenance/${side}-packages.txt" + done + echo "$(( $(date +%s) - started ))" > "${RESULTS_DIR}/provenance/install-seconds.txt" + + - name: Run paired benchmark + env: + SELF_COMPARE: ${{ inputs.self_compare }} + run: | + set -euo pipefail + repetitions=1 + qualification_args=() + if [[ "${SELF_COMPARE}" == "true" ]]; then + repetitions=3 + qualification_args=(--qualification) + fi + status=0 + for attempt in $(seq 1 "${repetitions}"); do + destination="${RESULTS_DIR}" + if [[ "${SELF_COMPARE}" == "true" ]]; then + destination="${RESULTS_DIR}/qualification-${attempt}" + fi + "${BASE_VENV}/bin/python" \ + "${BASE_SRC}/python/aisimulate/tools/simulation_perf_gate/run.py" \ + --base-python "${BASE_VENV}/bin/python" \ + --base-worker "${BASE_SRC}/python/aisimulate/tools/simulation_perf_gate/worker.py" \ + --base-revision "${BASE_SHA}" \ + --head-python "${HEAD_VENV}/bin/python" \ + --head-worker "${HEAD_SRC}/python/aisimulate/tools/simulation_perf_gate/worker.py" \ + --head-revision "${HEAD_SHA}" \ + --output-dir "${destination}" "${qualification_args[@]}" || status=1 + done + exit "${status}" + + - name: Validate PR benchmark controller + if: ${{ !cancelled() && steps.install.outcome == 'success' && needs.select.outputs.validate_head_controller == 'true' }} + run: | + set -euo pipefail + "${HEAD_VENV}/bin/python" \ + "${HEAD_SRC}/python/aisimulate/tools/simulation_perf_gate/run.py" \ + --base-python "${BASE_VENV}/bin/python" \ + --base-worker "${BASE_SRC}/python/aisimulate/tools/simulation_perf_gate/worker.py" \ + --base-revision "${BASE_SHA}" \ + --head-python "${HEAD_VENV}/bin/python" \ + --head-worker "${HEAD_SRC}/python/aisimulate/tools/simulation_perf_gate/worker.py" \ + --head-revision "${HEAD_SHA}" \ + --output-dir "${RESULTS_DIR}/head-controller" + + - name: Publish summary and annotations + if: always() + run: | + for result in "${RESULTS_DIR}" "${RESULTS_DIR}"/qualification-*; do + if [[ -f "${result}/summary.md" ]]; then + cat "${result}/summary.md" >> "${GITHUB_STEP_SUMMARY}" + fi + if [[ -s "${result}/annotations.txt" ]]; then + echo "::error::Simulation performance needs review; see the summary and artifact." + fi + done + + - name: Publish PR controller validation + if: always() && needs.select.outputs.validate_head_controller == 'true' + run: | + if [[ -f "${RESULTS_DIR}/head-controller/summary.md" ]]; then + { + echo "## PR controller validation" + echo + cat "${RESULTS_DIR}/head-controller/summary.md" + } >> "${GITHUB_STEP_SUMMARY}" + fi + if [[ -s "${RESULTS_DIR}/head-controller/annotations.txt" ]]; then + blocker_count="$(grep -c . "${RESULTS_DIR}/head-controller/annotations.txt")" + echo "::error::PR controller validation found ${blocker_count} blocker(s); see the job summary and artifact for details." + fi + + - name: Upload benchmark artifacts + if: always() + uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1 + with: + name: simulation-performance-pr-${{ needs.select.outputs.number }} + path: ${{ env.RESULTS_DIR }} + if-no-files-found: warn + retention-days: 30 + + - name: Remove benchmark worktrees + if: always() + run: | + if [[ -n "${BASE_SRC:-}" ]]; then + git worktree remove --force "${BASE_SRC}" || true + fi + if [[ -n "${HEAD_SRC:-}" ]]; then + git worktree remove --force "${HEAD_SRC}" || true + fi + git worktree prune || true diff --git a/CODEOWNERS b/CODEOWNERS index 9f1f68a856..131b05db0d 100644 --- a/CODEOWNERS +++ b/CODEOWNERS @@ -220,6 +220,7 @@ /python/aisimulate/src/aisimulate/cli_args.py @ai-dynamo/aisimulate-replay-codeowners @ai-dynamo/aisimulate-sweeper-codeowners @ai-dynamo/access-aisimulate-maintain /.agents/skills/aisimulate-replay-performance/ @ai-dynamo/aisimulate-replay-codeowners @ai-dynamo/aisimulate-mocker-codeowners @ai-dynamo/access-aisimulate-maintain /python/aisimulate/src/aisimulate/resources.py @ai-dynamo/aisimulate-replay-codeowners @ai-dynamo/aisimulate-sweeper-codeowners @ai-dynamo/access-aisimulate-maintain +/python/aisimulate/tools/simulation_perf_gate/ @ai-dynamo/aisimulate-replay-codeowners @ai-dynamo/aisimulate-forward-pass-engine-codeowners @ai-dynamo/aisimulate-infra-codeowners @ai-dynamo/access-aisimulate-maintain /python/aisimulate/src/aisimulate/supervision.py @ai-dynamo/aisimulate-replay-codeowners @ai-dynamo/aisimulate-sweeper-codeowners @ai-dynamo/access-aisimulate-maintain /python/aisimulate/.github/workflows/codeowners.yml @ai-dynamo/aisimulate-infra-codeowners @ai-dynamo/access-aisimulate-maintain /python/aisimulate/src/aisimulate/resource_worker.py @ai-dynamo/aisimulate-replay-codeowners @ai-dynamo/aisimulate-sweeper-codeowners @ai-dynamo/access-aisimulate-maintain diff --git a/THIRD_PARTY_NOTICES.md b/THIRD_PARTY_NOTICES.md index 07aa9ab911..fcd48e2efc 100644 --- a/THIRD_PARTY_NOTICES.md +++ b/THIRD_PARTY_NOTICES.md @@ -1081,3 +1081,20 @@ Licensed under Apache-2.0; the license is included at the repository root as `LICENSE` and in the Python distribution. Upstream license: https://github.com/vllm-project/vllm/blob/a474da28131f61684849b31e29af0eebaaedc383/LICENSE + +## SemiAnalysis AgentX simulation-performance fixture + +`python/aisimulate/tools/simulation_perf_gate/fixtures/agentx.jsonl` is derived +from `traces.jsonl` in the SemiAnalysis dataset +https://huggingface.co/datasets/semianalysisai/cc-traces-weka-062126-256k/tree/8fecd2fc56694469f758f0afbbb6335ad3043740 +at revision `8fecd2fc56694469f758f0afbbb6335ad3043740`. +The original dataset card is preserved as `fixtures/DATASET_CARD.md`. + +Upstream authors: SemiAnalysis. The upstream card supplies no separate +copyright or NOTICE statement. License: Apache License 2.0, declared in the +pinned dataset card and reproduced in `fixtures/LICENSE`. + +Modified by NVIDIA: selected the complete play +`002001296e8a8c38ad9d7cc436d691afc602` and normalized JSON whitespace, without +changing request values, dependencies, hashes, or timestamps. See the adjacent +fixture README for the source, counts, and content checksum. diff --git a/crates/core/src/python.rs b/crates/core/src/python.rs index 07cb6827e5..98f53873e4 100644 --- a/crates/core/src/python.rs +++ b/crates/core/src/python.rs @@ -14,9 +14,9 @@ use crate::engine::{ use crate::perfmodel::engine::{Engine as PerfEngine, RuntimeConfig}; use crate::replay::{ POWER_DATA_COVERAGE_THRESHOLD, ReplayArtifactKvEventVisibility, ReplayArtifacts, - ReplayEngineConfig, ReplayEngineFactory, ReplayOperationPowerDiagnostics, - ReplayPhasePowerDiagnostics, ReplayPowerDiagnostics, ReplayRoleConfig, ReplayRuntimeInput, - ReplaySpec, ReplayTopology, Replayer, TracePowerStats, + ReplayCaptureOptions, ReplayDeterminism, ReplayEngineConfig, ReplayEngineFactory, + ReplayOperationPowerDiagnostics, ReplayPhasePowerDiagnostics, ReplayPowerDiagnostics, + ReplayRoleConfig, ReplayRuntimeInput, ReplaySpec, ReplayTopology, Replayer, TracePowerStats, loadgen::{ AgenticSnapshotOptions, ArrivalSpec, DelaySpec, DynamoRequestTrace, LengthSpec, SyntheticTraceSpec, Trace, ValidatedAgenticGraph, WekaImportOptions, @@ -43,6 +43,8 @@ enum ExecutionPayload { traffic: Option>, #[serde(default)] capture_performance_diagnostics: bool, + #[serde(default)] + determinism: ReplayDeterminism, }, Legacy(ReplaySpec), } @@ -1663,11 +1665,16 @@ fn run_with_input( factory: ReplayEngineFactory, input: Option, capture_artifacts: bool, + determinism: ReplayDeterminism, ) -> crate::replay::ReplayResult<(crate::replay::ReplayReport, Option)> { let replayer = match input { Some(input) => Replayer::new(spec, factory)?.with_runtime_input(input), None => Replayer::new(spec, factory)?, - }; + } + .with_capture_options(ReplayCaptureOptions { + determinism, + ..ReplayCaptureOptions::default() + }); if capture_artifacts { let (report, artifacts) = replayer.run_with_artifacts(ReplayArtifactKvEventVisibility::Native)?; @@ -2142,14 +2149,20 @@ fn replay_fpm_coverage( } fn execute_json(payload: &str, capture_artifacts: bool) -> Result { - let (mut spec, mut traffic, capture_performance_diagnostics) = + let (mut spec, mut traffic, capture_performance_diagnostics, determinism) = match serde_json::from_str(payload).context("invalid AISimulate execution ReplaySpec")? { ExecutionPayload::Configured { spec, traffic, capture_performance_diagnostics, - } => (spec, traffic.map(|t| *t), capture_performance_diagnostics), - ExecutionPayload::Legacy(spec) => (spec, None, false), + determinism, + } => ( + spec, + traffic.map(|t| *t), + capture_performance_diagnostics, + determinism, + ), + ExecutionPayload::Legacy(spec) => (spec, None, false, ReplayDeterminism::default()), }; let agentic_input = traffic.as_ref().and_then(|traffic| { traffic @@ -2238,7 +2251,7 @@ fn execute_json(payload: &str, capture_artifacts: bool) -> Result { ReplayEngineFactory::new, ReplayEngineFactory::with_timing_model, ); - run_with_input(spec, factory, input, capture_artifacts) + run_with_input(spec, factory, input, capture_artifacts, determinism) .map(|(report, artifacts)| (report, artifacts, resolved_basis)) } ReplayTopology::Disaggregated { .. } => { @@ -2364,6 +2377,7 @@ fn execute_json(payload: &str, capture_artifacts: bool) -> Result { ), input, capture_artifacts, + determinism, ) .map(|(report, artifacts)| (report, artifacts, resolved_basis)) } diff --git a/python/aisimulate/THIRD_PARTY_NOTICES.md b/python/aisimulate/THIRD_PARTY_NOTICES.md index 07aa9ab911..fcd48e2efc 100644 --- a/python/aisimulate/THIRD_PARTY_NOTICES.md +++ b/python/aisimulate/THIRD_PARTY_NOTICES.md @@ -1081,3 +1081,20 @@ Licensed under Apache-2.0; the license is included at the repository root as `LICENSE` and in the Python distribution. Upstream license: https://github.com/vllm-project/vllm/blob/a474da28131f61684849b31e29af0eebaaedc383/LICENSE + +## SemiAnalysis AgentX simulation-performance fixture + +`python/aisimulate/tools/simulation_perf_gate/fixtures/agentx.jsonl` is derived +from `traces.jsonl` in the SemiAnalysis dataset +https://huggingface.co/datasets/semianalysisai/cc-traces-weka-062126-256k/tree/8fecd2fc56694469f758f0afbbb6335ad3043740 +at revision `8fecd2fc56694469f758f0afbbb6335ad3043740`. +The original dataset card is preserved as `fixtures/DATASET_CARD.md`. + +Upstream authors: SemiAnalysis. The upstream card supplies no separate +copyright or NOTICE statement. License: Apache License 2.0, declared in the +pinned dataset card and reproduced in `fixtures/LICENSE`. + +Modified by NVIDIA: selected the complete play +`002001296e8a8c38ad9d7cc436d691afc602` and normalized JSON whitespace, without +changing request values, dependencies, hashes, or timestamps. See the adjacent +fixture README for the source, counts, and content checksum. diff --git a/python/aisimulate/src/aisimulate/runner.py b/python/aisimulate/src/aisimulate/runner.py index ce28a217f3..83ffc6e988 100644 --- a/python/aisimulate/src/aisimulate/runner.py +++ b/python/aisimulate/src/aisimulate/runner.py @@ -14,7 +14,7 @@ from collections.abc import Mapping from dataclasses import dataclass, field, replace from numbers import Real -from typing import Any, Protocol, runtime_checkable +from typing import Any, Literal, Protocol, runtime_checkable import numpy as np @@ -373,6 +373,7 @@ class EngineReplayRunnerFactory: """ trace_block_size: int = 512 + determinism: Literal["random", "canonical_v1"] = field(default="random", kw_only=True) runtime: EngineReplayRuntime | None = field(default=None, repr=False, compare=False) afd_companion_model: AFDCompanionPerformanceModel | None = field( default=None, @@ -414,6 +415,7 @@ def create(self, worker_id: int) -> EngineReplayRunner: worker_id=worker_id, capabilities=self.capabilities(), trace_block_size=self.trace_block_size, + determinism=self.determinism, runtime=self.runtime, afd_companion_model=self.afd_companion_model, ) @@ -426,6 +428,7 @@ class EngineReplayRunner: worker_id: int capabilities: RunnerCapabilities trace_block_size: int = 512 + determinism: Literal["random", "canonical_v1"] = field(default="random", kw_only=True) runtime: EngineReplayRuntime | None = None afd_companion_model: AFDCompanionPerformanceModel | None = None @@ -460,6 +463,12 @@ def run( output_requirements: ReplayOutputRequirements | None = None, ) -> ReplayReport: output_requirements = output_requirements or ReplayOutputRequirements() + if self.determinism not in {"random", "canonical_v1"}: + raise ValueError(f"unsupported replay determinism: {self.determinism!r}") + if self.determinism != "random" and ( + spec.backend_deployment.deployment_mode in {"afd", "afd+pd"} or spec.backend_deployment.encoder is not None + ): + raise InvalidRunnerError("canonical determinism requires native text replay") if output_requirements.capture_telemetry: raise InvalidRunnerError("EngineReplayRunner's JSON runtime does not yet expose replay telemetry") if spec.workload.get("source_type") is not None and "length_sampler" in spec.workload: @@ -540,6 +549,10 @@ def run( if "spec" not in execution_spec: execution_spec = {"spec": execution_spec} execution_spec["capture_performance_diagnostics"] = True + if self.determinism != "random": + if "spec" not in execution_spec: + execution_spec = {"spec": execution_spec} + execution_spec["determinism"] = self.determinism execution_spec_json = json.dumps( execution_spec, allow_nan=False, diff --git a/python/aisimulate/tests/unit/tools/test_simulation_perf_gate.py b/python/aisimulate/tests/unit/tools/test_simulation_perf_gate.py new file mode 100644 index 0000000000..521b053cdd --- /dev/null +++ b/python/aisimulate/tests/unit/tools/test_simulation_perf_gate.py @@ -0,0 +1,311 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 + +import hashlib +import json +import subprocess +from copy import deepcopy +from pathlib import Path + +import pytest +from tools.simulation_perf_gate import PROTOCOL_VERSION, cases, digest +from tools.simulation_perf_gate.compare import compare_case, validate +from tools.simulation_perf_gate.contract import MODEL_FIELDS + +pytestmark = pytest.mark.unit +CASE = cases.case("case", "vllm", model="pinned", tp=1, requests=1, osl=2) + + +def response(side, phase="measure", wall=2000): + identity = { + **dict.fromkeys(MODEL_FIELDS), + "model": "pinned", + "system": "b200_sxm", + "backend": "vllm", + "backend_version": "0.24.0", + "worker_type": "aggregated", + "tp": 1, + "pp": 1, + "attention_dp": 1, + "kv_block_size": 64, + "systems_paths": ["package:aisimulate_core/systems"], + } + return { + "protocol_version": PROTOCOL_VERSION, + "case_id": CASE["case_id"], + "case_hash": digest(CASE), + "revision": side, + "phase": phase, + "status": "OK", + "wall_time_ms": wall, + "worker_elapsed_ms": wall + 1000, + "model_identity": {"aggregated": identity}, + "model_provenance": { + "aggregated": { + **identity, + "systems_paths": ["/env/aisimulate_core/systems"], + "provider": "aic", + "estimation_mode": "op_level", + "fallback_policy": "deny", + "database_mode": "SILICON", + "enable_shared_layer": True, + } + }, + "report": {"num_requests": 1, "completed_requests": 1, "total_output_tokens": 2}, + } + + +def samples(head_times=(2000,) * 5, base_time=2000): + return { + "rounds": [ + {"round": index, "base": response("base", wall=base_time), "head": response("head", wall=wall)} + for index, wall in enumerate(head_times, 1) + ] + } + + +def classify(value): + return compare_case(CASE, value, revisions={"base": "base", "head": "head"}, rounds=5)["classification"] + + +@pytest.mark.parametrize( + "times,base,expected", + [ + ((2000,) * 5, 2000, "PASS"), + ((2400,) * 4 + (2000,), 2000, "PERFORMANCE_REGRESSION"), + ((2400,) * 3 + (2000,) * 2, 2000, "PASS"), + ((2200,) * 5, 2000, "PASS"), + ((200,) * 5, 100, "PASS"), + ], +) +def test_threshold_and_consensus(times, base, expected): + assert classify(samples(times, base)) == expected + + +def test_controller_runs_only_five_sequential_timing_pairs(tmp_path, monkeypatch): + from tools.simulation_perf_gate import run + + calls = [] + + def invoke(**kwargs): + calls.append((kwargs["revision"], kwargs["phase"], kwargs["cpu"])) + return response(kwargs["revision"], kwargs["phase"]) + + monkeypatch.setattr(run, "invoke", invoke) + monkeypatch.setattr(run, "expand_cases", lambda: [CASE]) + monkeypatch.delattr(run.os, "sched_getaffinity", raising=False) + monkeypatch.setattr(run.os, "sched_getaffinity", lambda _: {7}, raising=False) + monkeypatch.setattr(run.shutil, "which", lambda _: "/bin/taskset") + arguments = ["run.py", "--output-dir", str(tmp_path)] + for side in ("base", "head"): + arguments += [f"--{side}-revision", side, f"--{side}-python", "/python", f"--{side}-worker", "/worker.py"] + monkeypatch.setattr(run.sys, "argv", arguments) + assert run.main() == 0 + assert calls == [ + (side, "measure", 7) for pair in range(5) for side in (("head", "base") if pair % 2 == 0 else ("base", "head")) + ] + raw = json.loads((tmp_path / "raw.json").read_text()) + assert set(raw["samples"][CASE["case_id"]]) == {"rounds"} + assert not list(tmp_path.glob("*.gz")) + + +@pytest.mark.parametrize( + "fault", + [ + "missing_round", + "protocol", + "protocol_type", + "phase", + "hash", + "revision", + "incomplete", + "output_tokens", + "missing_data", + "nonfinite", + "diagnostic", + "identity", + "missing_provenance", + "role", + "policy", + "malformed_report", + ], +) +def test_invalid_measurements_never_pass(fault): + value = samples() + head = value["rounds"][0]["head"] + if fault == "missing_round": + value["rounds"].pop() + elif fault in {"protocol", "phase", "hash", "revision"}: + head[{"protocol": "protocol_version", "hash": "case_hash"}.get(fault, fault)] = "wrong" + elif fault == "protocol_type": + head["protocol_version"] = float(PROTOCOL_VERSION) + elif fault == "incomplete": + head["report"]["completed_requests"] = 0 + elif fault == "output_tokens": + head["report"]["total_output_tokens"] = 1 + elif fault == "missing_data": + head.update(status="ERROR", error={"message": "missing model data"}) + elif fault == "nonfinite": + head["wall_time_ms"] = float("nan") + elif fault == "diagnostic": + head["report"]["diagnostic"] = {"nested": [float("inf")]} + elif fault == "identity": + head["model_identity"]["aggregated"]["model"] = "another" + elif fault == "missing_provenance": + del head["model_provenance"] + elif fault == "role": + head["model_provenance"]["prefill"] = head["model_provenance"].pop("aggregated") + elif fault == "policy": + head["model_provenance"]["aggregated"]["fallback_policy"] = "allow" + else: + head["report"] = [] + assert classify(value) == "INVALID_COMPARISON" + + +@pytest.mark.parametrize("wall,expected", [(2000, "PASS"), (4000, "PERFORMANCE_REGRESSION")]) +def test_simulated_results_and_diagnostics_do_not_change_timing_verdict(wall, expected): + value = samples((wall,) * 5) + for index, pair in enumerate(value["rounds"]): + pair["head"]["report"].update(duration_ms=index, p99_ttft_ms=index, prefix_cache_reused_ratio=0.5) + pair["head"]["model_identity"]["aggregated"]["new_metadata"] = index + pair["head"]["model_provenance"]["aggregated"]["new_metadata"] = index + assert classify(value) == expected + + +@pytest.mark.parametrize("status,settled", [("incomplete", None), ("completed", None), ("completed", 3.0)]) +def test_agentx_requires_complete_work(status, settled): + case = {**CASE, "trace_sha256": "fixture"} + value = response("head") + value["case_hash"] = digest(case) + value["report"]["agentic_play_outcomes"] = [{"status": status, "settled_at_ms": settled}] + if status == "completed" and settled is not None: + validate(value, case, "head", "measure") + else: + with pytest.raises(ValueError, match="AgentX"): + validate(value, case, "head", "measure") + + +@pytest.mark.parametrize("payload", ["{", "[]", "null", '{"case": []}', '{"case": {"bad": NaN}}']) +def test_worker_malformed_input_returns_structured_error(monkeypatch, capsys, payload): + import io + + from tools.simulation_perf_gate import worker + + monkeypatch.setattr(worker.sys, "stdin", io.StringIO(payload)) + assert worker.main() == 0 + result = json.loads(capsys.readouterr().out) + assert result["protocol_version"] == PROTOCOL_VERSION + assert result["status"] == "ERROR" + assert result["error"]["type"] in {"ValueError", "JSONDecodeError"} + assert result["error"]["message"] + + +@pytest.mark.parametrize( + "protocol,phase", [(2, "measure"), (3, "measure"), (4.0, "measure"), (4, "availability"), (4, "equivalence")] +) +def test_worker_rejects_old_protocol_and_phase(protocol, phase): + from tools.simulation_perf_gate.worker import run + + with pytest.raises(ValueError, match="protocol|phase"): + run({"protocol_version": protocol, "phase": phase, "case": CASE}) + + +def test_matrix_and_trace_are_complete_and_local(): + matrix = cases.expand_cases() + assert len({item["case_id"] for item in matrix}) == 12 + trace = Path(cases.__file__).parent / "fixtures/agentx.jsonl" + assert hashlib.sha256(trace.read_bytes()).hexdigest() == cases.AGENTX_SHA256 + play = json.loads(trace.read_text()) + rows = [ + row for entry in play["requests"] for row in (entry["requests"] if entry["type"] == "subagent" else [entry]) + ] + assert len(rows) == 129 + assert sum(entry["type"] == "subagent" for entry in play["requests"]) == 4 + for item in matrix: + assert item["determinism"] == "canonical_v1" + assert item["config"]["engine"]["estimation_mode"] == "op_level" + assert item["config"]["engine"]["fallback_policy"] == "deny" + assert "max_virtual_time_seconds" not in item["config"]["traffic"].get("stop", {}) + if item.get("trace_sha256"): + assert item["expected_output_tokens"] == sum(row["out"] for row in rows) + else: + traffic = item["config"]["traffic"] + session = traffic["source"]["type"] == "synthetic-session" + assert item["expected_requests"] == ( + traffic["stop"]["sessions"] * 4 if session else traffic["stop"]["requests"] + ) + assert cases.expand_cases() == deepcopy(matrix) + + +def test_qualification_requires_runtime_floor_and_budget(): + from tools.simulation_perf_gate.run import qualification_errors + + raw = {"elapsed_seconds": 901, "cases": [CASE]} + result = {"classification": "PASS", "base_median_ms": 1999, "head_median_ms": 2001} + assert len(qualification_errors(raw, [result])) == 2 + raw["elapsed_seconds"] = 899 + result["base_median_ms"] = 2000 + assert qualification_errors(raw, [result]) == [] + + +def test_packaged_model_identity_is_independent_of_install_location(tmp_path): + from tools.simulation_perf_gate.worker import portable_model_identity + + base = tmp_path / "base/site-packages/aisimulate_core/systems" + head = tmp_path / "head/site-packages/aisimulate_core/systems" + identity = response("base", "measure")["model_identity"]["aggregated"] + assert portable_model_identity({**identity, "systems_paths": [str(base)]}, base) == portable_model_identity( + {**identity, "systems_paths": [str(head)], "new_metadata": 1, "estimator_config": {"new_option": False}}, head + ) + with pytest.raises(ValueError, match="packaged model data"): + portable_model_identity({**identity, "systems_paths": [str(base)]}, head) + + +@pytest.mark.parametrize("failure", [None, "crash", "timeout", "malformed_error"]) +def test_invoke_owns_process_timer_and_preserves_crash_details(tmp_path, monkeypatch, failure): + from tools.simulation_perf_gate import run + + clock = [1.0] + monkeypatch.setattr(run.time, "perf_counter", lambda: clock[0]) + original_loads = json.loads + + def slow_loads(payload): + clock[0] += 10.0 + return original_loads(payload) + + monkeypatch.setattr(run.json, "loads", slow_loads) + + def execute(command, **kwargs): + clock[0] += 2.0 + kwargs["stderr"].write("x" * 5000 + "panic details") + if failure == "crash": + raise subprocess.CalledProcessError(1, command) + if failure == "timeout": + raise subprocess.TimeoutExpired(command, 1) + payload = response("head", "measure") if failure is None else {"status": "ERROR", "error": "bad"} + return subprocess.CompletedProcess(command, 0, json.dumps(payload)) + + monkeypatch.setattr(run.subprocess, "run", execute) + log = tmp_path / "worker.log" + result = run.invoke( + python=Path("python"), + worker=tmp_path / "src/python/aisimulate/tools/simulation_perf_gate/worker.py", + case=CASE, + revision="head", + phase="measure", + cpu=0, + timeout=1, + log=log, + ) + assert result["worker_elapsed_ms"] == 2000.0 + if failure: + assert result["status"] == "ERROR" + assert result["error"]["log"] == str(log) + assert len(result["error"]["stderr_tail"].encode()) == 4096 + assert result["error"]["stderr_tail"].endswith("panic details") + assert len(log.read_bytes()) > 4096 + value = samples() + value["rounds"][0]["head"] = result + assert classify(value) == "INVALID_COMPARISON" + else: + assert result["status"] == "OK" diff --git a/python/aisimulate/tools/simulation_perf_gate/README.md b/python/aisimulate/tools/simulation_perf_gate/README.md new file mode 100644 index 0000000000..e186e76e3d --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/README.md @@ -0,0 +1,146 @@ +# Simulation performance gate + +This advisory check measures the host cost of a complete native AISimulate replay. +It compares a PR head and its merge base on one CPU, using separate release wheels, +locked dependencies, and a revision-local worker for each side. + +The gate measures runtime. It does not compare simulated latencies, routing, +cache behavior, or per-request results. Correctness and equivalence checks belong +in separate tests. There is no equivalence phase, detailed request capture, +request-record artifact, or large-cache control replay in this gate. + +## Measurement + +The checked metric is the native report's `wall_time_ms`. Its boundary starts in +`Replayer::run_inner`, includes native replay setup, simulation, and report +aggregation, and stops before Python report normalization. Model construction and +trace loading before that boundary are excluded. + +The controller also records process-start-to-exit `worker_elapsed_ms`, including +imports, setup, JSON serialization, and output transfer. Only the controller owns +this timer; it stops before response parsing and validation. The difference +between these timers is not a trace-loading timer. + +Each case runs five paired measurement rounds. Every case and side starts a fresh +process pinned to the same CPU with one-thread limits and offline model loading. +Base/head order alternates, as does case order. Prediction caches warm naturally +during each complete simulation; no cache state survives into another round. +There is no build work in the comparison job. + +`EngineReplayRunnerFactory(determinism="canonical_v1")` passes the existing Rust +canonical request-ID policy through the normal `CorePredictionConfig` and runner +path. Ordinary callers retain `random`. Canonical mode is restricted to native +text replay; there is no new CLI flag. + +Protocol v4 uses one JSON request on stdin and one JSON response on stdout. Logs +go to stderr. The request contains `protocol_version`, `revision`, `case`, and +`phase="measure"`. The response echoes the version, revision, phase, `case_id`, and +SHA-256 `case_hash`, then adds `status`, `wall_time_ms`, `model_identity`, +`model_provenance`, and the native summary `report`. The controller adds +`worker_elapsed_ms`. Earlier protocol versions are incompatible. + +Valid timing requires the expected revision, input hash, complete request/output +token counts, and finite positive elapsed times. AgentX must complete its play. +The controller also requires the expected model roles and comparable model +settings, real op-level timing, fallback denied, SILICON data, and shared-layer +reuse. Missing data, invalid provenance, and non-finite diagnostic values fail +the comparison. Additional finite diagnostics are retained and do not affect the +verdict. + +Malformed input and worker exceptions produce `status="ERROR"` with an error type +and message. The controller preserves crash and timeout details, the log path, +and the last 4 KiB of stderr. Full logs remain in the artifact. + +## Workloads + +The 12 cases in `cases.py` cover: + +- Dense Qwen3-32B on vLLM, SGLang, and TRT-LLM. +- Qwen3-235B-A22B long prefill on vLLM and long decode on SGLang. +- Four-turn prefix-sharing sessions with constrained KV capacity on vLLM/SGLang. +- DeepSeek-V3.2 with two workers and attention DP=8. +- One prefill and two decode workers on vLLM/SGLang. +- One complete AgentX play on aggregated vLLM and disaggregated SGLang, projected + onto Qwen3.5-397B-A17B. See `fixtures/README.md` for attribution. + +All use B200, pinned backend versions, and explicit configurations. Synthetic +inputs use the deterministic workload generator: output-token seed +`0xD37A0A7E5EED` and prefix-hash seed `1337`. The input identity pins `canonical_v1`, +whose worker-selection seed is `0xD1A05EED`. These concurrency workloads have no +random arrival seed. Traces, model configs, and performance data are local. +The suite does not cover AFD, encoder overlays, recommendation sweeps, offload, +speculative decoding, or Dynamo router/planner adapters. + +`WORKLOAD_COUNTS` fixes each synthetic request count, or session count for the +two four-turn cache cases. Base and head always receive the same count. CI never +resizes cases. Both AgentX cases use the complete play. Count reductions require +a separate CI runner trial; retain a reduction only if the workload still +exercises its intended path and both native medians remain at least two seconds. + +## Results + +- `PASS`: valid measurements without a consistent slowdown. +- `PERFORMANCE_REGRESSION`: more than 10% **and** more than 100 ms slower in at + least four of five rounds. Other positive round counts use an 80% quorum. +- `INVALID_COMPARISON`: missing data, timeout, incomplete work, bad protocol/input + identity, incompatible models, or malformed results. + +Both non-pass results fail the advisory check; it is not a required check. +A pass makes no claim about equivalence of simulated behavior. + +Artifacts retain input cases/hashes, paired timings, native summaries, model +provenance, subprocess logs, wheel and requirements checksums, source SHAs, +container and build settings, tool versions, and model/data Git tree IDs. +Checkpoints are written after every paired case. An interrupted run cannot pass +with missing rounds. + +## Run locally + +Build and install the revisions separately, then run the **base** controller: + +```sh +python tools/simulation_perf_gate/run.py \ + --base-python /absolute/base-venv/bin/python \ + --base-worker /absolute/base/python/aisimulate/tools/simulation_perf_gate/worker.py \ + --base-revision BASE_SHA \ + --head-python /absolute/head-venv/bin/python \ + --head-worker /absolute/head/python/aisimulate/tools/simulation_perf_gate/worker.py \ + --head-revision HEAD_SHA \ + --output-dir simulation-perf-results +``` + +`--case dense-vllm --rounds 1` makes a targeted check without changing the workload. +`--qualification` requires all 12 cases, five rounds, identical revision IDs, +synthetic median replay times of at least two seconds, and at most 900 seconds +for the benchmark, excluding builds. The default per-process timeout is 120 seconds. + +## CI and rollout + +`.github/workflows/simulation-performance.yml` starts on every update to a +trusted `pull-request/` branch, like the forward-performance workflow. Its +selector uses the complete PR change set. Runtime, model data, dependency, and +benchmark changes select the gate; unrelated and documentation-only changes skip +it. No repository enable variable is required. The selector verifies that the +trusted copy matches the current PR head. + +Revision and protocol checks run in the hosted selection job. A two-entry build +matrix builds base and head in parallel with the same container, Python, Rust, +and release settings. Each job uploads its wheel, locked requirements, and build +provenance. The comparison job waits for both builds and downloads artifacts by +exact side and SHA from the current run. It verifies revisions, checksums, and +matching build settings before separate installations. Paired measurements then +run sequentially on one CPU. + +Normal comparisons use the merge base's controller and matrix. Changes to +benchmark Python code or `fixtures/agentx.jsonl` also run the head controller. +Documentation and license changes do not add another benchmark run. An older +base without the adapter produces an explicit **not benchmarked** summary. +Missing head support and differing or malformed protocols fail before builds. + +Manual dispatch takes `pr_number` and optional `self_compare=true`. Self-comparison +builds the head twice and runs three qualifications. It does not substitute for +normal CI timing evidence. Queue/setup and total times are in the workflow job +records; artifacts record build, installation, and benchmark times. + +The workflow has its own concurrency group. CPU affinity selects one CPU for both +sides; it does not establish exclusive CPU ownership. diff --git a/python/aisimulate/tools/simulation_perf_gate/__init__.py b/python/aisimulate/tools/simulation_perf_gate/__init__.py new file mode 100644 index 0000000000..ac22062183 --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/__init__.py @@ -0,0 +1,14 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +"""Revision-local end-to-end replay performance protocol.""" + +import hashlib +import json + +PROTOCOL_VERSION = 4 + + +def digest(value: object) -> str: + return hashlib.sha256( + json.dumps(value, sort_keys=True, separators=(",", ":"), allow_nan=False).encode() + ).hexdigest() diff --git a/python/aisimulate/tools/simulation_perf_gate/cases.py b/python/aisimulate/tools/simulation_perf_gate/cases.py new file mode 100644 index 0000000000..82e7269300 --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/cases.py @@ -0,0 +1,157 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +"""Fixed workloads: never resize a case during a base/head comparison.""" + +from copy import deepcopy + +VERSIONS = {"vllm": "0.24.0", "sglang": "0.5.14", "trtllm": "1.3.0rc20"} +AGENTX_SHA256 = "d65b573413396bb689cf7e1d5c85c50ea970ad7ad5714c0a78d4f75102e5d86d" + +# Frozen after the CI runner size trial; never adjusted during comparison. +WORKLOAD_COUNTS = { + "dense-vllm": 65536, + "dense-sglang": 16384, + "dense-trtllm": 65536, + "moe-long-prefill": 16384, + "moe-long-decode": 4096, + "cache-pressure-vllm": 4096, + "cache-pressure-sglang": 2048, + "mla-multiworker-dp": 32768, + "pd-vllm": 32768, + "pd-sglang": 8192, +} + + +def worker(backend: str, *, tp: int = 4, ep: int = 1, dp: int = 1, replicas: int = 1) -> dict: + block_size = {"vllm": 64, "sglang": 1, "trtllm": 32}[backend] + return { + "parallelism": { + "replicas": replicas, + "tensor": tp, + "pipeline": 1, + "attention_data": dp, + "moe_tensor": 1, + "moe_expert": ep, + }, + "scheduler": {"max_batched_tokens": 8192, "max_sequences": 256}, + "kv_cache": { + "block_size": block_size, + "prefix_caching": True, + "capacity": {"type": "fixed", "blocks": 1_048_576 // block_size}, + }, + "timing": {"type": "default"}, + } + + +def case( + case_id: str, + backend: str, + *, + model: str = "Qwen/Qwen3-32B", + tp: int = 4, + ep: int = 1, + dp: int = 1, + replicas: int = 1, + mode: str = "aggregated", + isl: int = 1024, + osl: int = 128, + concurrency: int = 64, + requests: int = 256, +) -> dict: + role = worker(backend, tp=tp, ep=ep, dp=dp, replicas=replicas) + roles = {"aggregated": role} + if mode == "disaggregated": + roles = {"prefill": deepcopy(role), "decode": deepcopy(role)} + roles["prefill"]["parallelism"]["replicas"] = 1 + roles["prefill"]["scheduler"]["max_sequences"] = 16 + roles["decode"]["parallelism"]["replicas"] = 2 + engine = { + "mode": mode, + "backend": backend, + "backend_version": VERSIONS[backend], + "model": model, + "hardware": "b200_sxm", + "context_length": "max", + "estimation_mode": "op_level", + "fallback_policy": "deny", + "database_mode": "SILICON", + "enable_shared_layer": True, + "workers": roles, + } + if mode == "disaggregated": + engine["kv_transfer"] = {"bandwidth_gb_per_second": 400.0, "timing_mode": "destination_missing"} + return { + "case_id": case_id, + "determinism": "canonical_v1", + "config": { + "engine": engine, + "traffic": { + "source": {"type": "synthetic", "input_tokens": isl, "output_tokens": osl}, + "load": {"type": "concurrency", "concurrency": concurrency}, + "stop": {"requests": requests}, + }, + }, + "expected_requests": requests, + "expected_output_tokens": requests * osl, + } + + +def expand_cases() -> list[dict]: + result = [case(f"dense-{backend}", backend) for backend in VERSIONS] + result += [ + case("moe-long-prefill", "vllm", model="Qwen/Qwen3-235B-A22B", tp=8, ep=8, isl=32768, osl=32, concurrency=16), + case("moe-long-decode", "sglang", model="Qwen/Qwen3-235B-A22B", tp=8, ep=8, osl=2048, concurrency=128), + ] + for backend in ("vllm", "sglang"): + item = case(f"cache-pressure-{backend}", backend) + item["config"]["traffic"] = { + "source": { + "type": "synthetic-session", + "new_input_tokens_per_turn": 1024, + "output_tokens_per_turn": 128, + "session": {"turns": 4, "shared_prefix_ratio": 0.5, "prefix_groups": 16, "inter_turn_delay_ms": 0.0}, + }, + "load": {"type": "concurrency", "concurrency": 16}, + "stop": {"sessions": 64}, + } + cache = item["config"]["engine"]["workers"]["aggregated"]["kv_cache"] + cache["capacity"]["blocks"] = 32768 // cache["block_size"] + result.append(item) + result.append( + case( + "mla-multiworker-dp", + "vllm", + model="deepseek-ai/DeepSeek-V3.2", + tp=1, + ep=8, + dp=8, + replicas=2, + concurrency=128, + ) + ) + result += [case(f"pd-{backend}", backend, mode="disaggregated") for backend in ("vllm", "sglang")] + for backend, mode in (("vllm", "aggregated"), ("sglang", "disaggregated")): + item = case(f"agentx-{backend}-{mode}", backend, mode=mode, model="Qwen/Qwen3.5-397B-A17B", tp=8, ep=8) + item["config"]["traffic"] = { + "source": { + "type": "trace", + "format": "weka", + "paths": ["fixtures/agentx.jsonl"], + "nested_timestamp_basis": "absolute", + }, + "load": {"type": "trace_timestamps", "speedup": 1.0, "agentic_lanes": 1}, + } + item.update(trace_sha256=AGENTX_SHA256, expected_requests=129, expected_output_tokens=114540) + result.append(item) + for item in result: + if item["case_id"] not in WORKLOAD_COUNTS: + continue + traffic = item["config"]["traffic"] + sessions = traffic["source"]["type"] == "synthetic-session" + count = WORKLOAD_COUNTS[item["case_id"]] + traffic["stop"]["sessions" if sessions else "requests"] = count + item["expected_requests"] = count * (4 if sessions else 1) + item["expected_output_tokens"] = ( + item["expected_requests"] * traffic["source"]["output_tokens_per_turn" if sessions else "output_tokens"] + ) + return result diff --git a/python/aisimulate/tools/simulation_perf_gate/compare.py b/python/aisimulate/tools/simulation_perf_gate/compare.py new file mode 100644 index 0000000000..5a26033534 --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/compare.py @@ -0,0 +1,157 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +"""Compare native replay timings only after validating the measured work.""" + +from __future__ import annotations + +import json +import math +import statistics +from pathlib import Path + +from tools.simulation_perf_gate import PROTOCOL_VERSION, digest +from tools.simulation_perf_gate.contract import check_finite, check_models, model_identity + +RELATIVE_THRESHOLD = 0.10 +ABSOLUTE_THRESHOLD_MS = 100.0 + + +def validate(response: object, case: dict, revision: str, phase: str) -> dict: + if not isinstance(response, dict): + raise ValueError("missing worker response") + for name, expected in ( + ("protocol_version", PROTOCOL_VERSION), + ("case_id", case["case_id"]), + ("case_hash", digest(case)), + ("revision", revision), + ("phase", phase), + ): + if type(response.get(name)) is not type(expected) or response[name] != expected: + raise ValueError(f"{name} mismatch") + if response.get("status") != "OK": + raise ValueError(f"{response.get('status')}: {response.get('error')}") + # Reject NaN anywhere, including fields not used by the time comparator. + check_finite(response) + for name in ("wall_time_ms", "worker_elapsed_ms"): + value = response.get(name) + if type(value) not in (int, float) or not math.isfinite(value) or value <= 0: + raise ValueError(f"invalid {name}") + check_models(response, case) + report = response.get("report") + if not isinstance(report, dict): + raise ValueError("missing replay report") + for name, expected in ( + ("num_requests", case["expected_requests"]), + ("completed_requests", case["expected_requests"]), + ("total_output_tokens", case["expected_output_tokens"]), + ): + if type(report.get(name)) is not int or report[name] != expected: + raise ValueError(f"incomplete {name}") + if case.get("trace_sha256"): + outcomes = report.get("agentic_play_outcomes") + if ( + not isinstance(outcomes, list) + or len(outcomes) != 1 + or not isinstance(outcomes[0], dict) + or outcomes[0].get("status") != "completed" + or type(outcomes[0].get("settled_at_ms")) not in (int, float) + or outcomes[0]["settled_at_ms"] < 0 + ): + raise ValueError("incomplete AgentX play") + return model_identity(response["model_identity"]) + + +def compare_case(case: dict, samples: dict, *, revisions: dict, rounds: int) -> dict: + invalid, timings = [], [] + measured = samples.get("rounds", []) + if len(measured) != rounds or [pair.get("round") for pair in measured] != list(range(1, rounds + 1)): + invalid.append("missing, duplicate, or unordered measured rounds") + reference_identity = None + for pair in measured: + valid = True + for side in ("base", "head"): + try: + identity = validate(pair.get(side), case, revisions[side], "measure") + if reference_identity is None: + reference_identity = identity + elif identity != reference_identity: + raise ValueError("model identity changed") + except (ValueError, TypeError, KeyError) as error: + invalid.append(f"{pair.get('round')}/{side}: {error}") + valid = False + if not valid: + continue + base, head = pair["base"], pair["head"] + b, h = base["wall_time_ms"], head["wall_time_ms"] + timings.append( + { + "round": pair["round"], + "base_ms": b, + "head_ms": h, + "ratio": h / b, + "delta_ms": h - b, + "base_worker_ms": base["worker_elapsed_ms"], + "head_worker_ms": head["worker_elapsed_ms"], + "exceeds": h / b > 1 + RELATIVE_THRESHOLD and h - b > ABSOLUTE_THRESHOLD_MS, + } + ) + exceed = sum(t["exceeds"] for t in timings) + required = math.ceil(rounds * 0.8) + classification = "INVALID_COMPARISON" if invalid else "PERFORMANCE_REGRESSION" if exceed >= required else "PASS" + return { + "case_id": case["case_id"], + "classification": classification, + "invalid_reasons": invalid, + "rounds": timings, + "exceed_count": exceed, + "consensus_required": required, + "base_median_ms": statistics.median(t["base_ms"] for t in timings) if timings else None, + "head_median_ms": statistics.median(t["head_ms"] for t in timings) if timings else None, + "base_worker_median_ms": statistics.median(t["base_worker_ms"] for t in timings) if timings else None, + "head_worker_median_ms": statistics.median(t["head_worker_ms"] for t in timings) if timings else None, + } + + +def write_report(raw: dict, output: Path) -> list[dict]: + results = [ + compare_case( + case, raw["samples"].get(case["case_id"], {}), revisions=raw["revisions"], rounds=raw["round_count"] + ) + for case in raw["cases"] + ] + (output / "comparison.json").write_text(json.dumps(results, indent=2, allow_nan=False) + "\n") + blockers = [result for result in results if result["classification"] != "PASS"] + lines = [ + "## Simulation Performance (advisory)", + "", + f"Base `{raw['revisions']['base']}`; head `{raw['revisions']['head']}`.", + "", + f"{len(results)} cases; {len(blockers)} need review. Elapsed benchmark time: " + f"{raw.get('elapsed_seconds', 0):.1f} s (builds excluded).", + "", + "Threshold: >10% and >100 ms in at least 80% of paired rounds.", + "", + ] + for result in blockers: + reasons = result["invalid_reasons"] + lines += [f"- **{result['classification']}** `{result['case_id']}`" + (f": {reasons[0]}" if reasons else "")] + for error in raw.get("qualification_errors", []): + lines.append(f"- **QUALIFICATION_FAILED**: {error}") + lines += [ + "", + "| Case | Result | Base replay ms | Head replay ms | Change | Base worker ms | Head worker ms |", + "|---|---|---:|---:|---:|---:|---:|", + ] + for result in results: + b, h = result["base_median_ms"], result["head_median_ms"] + values = f"{b:.2f} | {h:.2f} | {(h / b - 1) * 100:+.1f}%" if b is not None else "— | — | —" + bw, hw = result["base_worker_median_ms"], result["head_worker_median_ms"] + workers = f"{bw:.2f} | {hw:.2f}" if bw is not None else "— | —" + lines.append(f"| {result['case_id']} | {result['classification']} | {values} | {workers} |") + lines += ["", "Worker elapsed times, inputs, replay summaries, and individual rounds are in the artifact.", ""] + (output / "summary.md").write_text("\n".join(lines)) + (output / "annotations.txt").write_text( + "".join(f"{r['classification']}: {r['case_id']}\n" for r in blockers) + + "".join(f"QUALIFICATION_FAILED: {error}\n" for error in raw.get("qualification_errors", [])) + ) + return results diff --git a/python/aisimulate/tools/simulation_perf_gate/contract.py b/python/aisimulate/tools/simulation_perf_gate/contract.py new file mode 100644 index 0000000000..39a4f72385 --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/contract.py @@ -0,0 +1,117 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +"""Protocol-v4 input identity and numeric validation for native timing.""" + +import math +from pathlib import Path + +MODEL_FIELDS = ( + "model", + "system", + "backend", + "backend_version", + "worker_type", + "tp", + "pp", + "attention_dp", + "moe_tp_size", + "moe_ep_size", + "attention_backend", + "gemm_quant_mode", + "moe_quant_mode", + "kvcache_quant_mode", + "fmha_quant_mode", + "fpm_fmha_quant_mode", + "comm_quant_mode", + "kv_block_size", +) + + +def check_finite(value: object) -> None: + """Check every number, including diagnostics, without encoding another JSON copy.""" + if isinstance(value, float): + if not math.isfinite(value): + raise ValueError("non-finite number in worker data") + elif isinstance(value, dict): + for item in value.values(): + check_finite(item) + elif isinstance(value, list): + for item in value: + check_finite(item) + + +def check_models(response: dict, case: dict) -> None: + """Require comparable real-model settings for every worker role.""" + engine = case["config"]["engine"] + roles = {"prefill", "decode"} if engine["mode"] == "disaggregated" else {"aggregated"} + identity = model_identity(response.get("model_identity")) + provenance = response.get("model_provenance") + if set(identity) != roles or not isinstance(provenance, dict) or set(provenance) != roles: + raise ValueError("missing role-specific model provenance or identity") + for role in roles: + model = provenance[role] + projected = fields(model, MODEL_FIELDS, f"/model_provenance/{role}") + if projected != {key: identity[role][key] for key in MODEL_FIELDS}: + raise ValueError(f"{role}: model provenance differs from identity") + worker = engine["workers"][role] + parallelism = worker["parallelism"] + expected = { + "provider": "aic", + "estimation_mode": "op_level", + "fallback_policy": "deny", + "database_mode": "SILICON", + "enable_shared_layer": True, + "worker_type": role, + "tp": parallelism["tensor"], + "pp": parallelism["pipeline"], + "attention_dp": parallelism["attention_data"], + "kv_block_size": worker["kv_cache"]["block_size"], + "model": engine["model"], + "system": engine["hardware"], + "backend": engine["backend"], + "backend_version": engine["backend_version"], + } + if any(type(model.get(key)) is not type(value) or model[key] != value for key, value in expected.items()): + raise ValueError(f"{role}: invalid real-model provenance") + paths = model.get("systems_paths") + if ( + identity[role]["systems_paths"] != ["package:aisimulate_core/systems"] + or not isinstance(paths, list) + or not paths + or any(not isinstance(path, str) or not Path(path).is_absolute() for path in paths) + ): + raise ValueError(f"{role}: missing packaged model provenance") + + +def fields(value: dict, required: tuple[str, ...], path: str, optional: tuple[str, ...] = ()) -> dict: + if not isinstance(value, dict): + raise ValueError(f"{path}: expected an object") + missing = sorted(set(required) - value.keys()) + if missing: + raise ValueError(f"{path}: missing fields {', '.join(missing)}") + return {**{key: value[key] for key in required}, **{key: value.get(key) for key in optional}} + + +def check_counts(value: dict, names: tuple[str, ...], path: str, *, nullable: bool = False) -> None: + for name in names: + count = value[name] + if nullable and count is None: + continue + if type(count) is not int or count < 0: + raise ValueError(f"{path}/{name}: invalid count") + + +def model_identity(value: dict) -> dict: + if not isinstance(value, dict) or not value: + raise ValueError("missing model identity") + result = { + role: fields(model, (*MODEL_FIELDS, "systems_paths"), f"/model_identity/{role}") + for role, model in value.items() + } + for role, model in result.items(): + for name in ("model", "system", "backend", "backend_version", "worker_type"): + if not isinstance(model[name], str) or not model[name]: + raise ValueError(f"/model_identity/{role}/{name}: invalid identity") + check_counts(model, ("tp", "pp", "attention_dp", "kv_block_size"), f"/model_identity/{role}") + check_counts(model, ("moe_tp_size", "moe_ep_size"), f"/model_identity/{role}", nullable=True) + return result diff --git a/python/aisimulate/tools/simulation_perf_gate/fixtures/DATASET_CARD.md b/python/aisimulate/tools/simulation_perf_gate/fixtures/DATASET_CARD.md new file mode 100644 index 0000000000..857e481721 --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/fixtures/DATASET_CARD.md @@ -0,0 +1,87 @@ +--- +license: apache-2.0 +pretty_name: CC Traces — Weka, With Subagents, 256k cap, v7 only (Jun 21 2026) +task_categories: + - text-generation +tags: + - llm + - inference + - benchmarking + - kv-cache + - agentic + - multi-turn + - claude + - subagents +size_categories: + - n<1K +configs: + - config_name: default + data_files: + - split: train + path: traces.jsonl +--- + +# semianalysisai/cc-traces-weka-062126-256k + +WekaTrace corpus derived from SemiAnalysis Claude Code proxy traces. Built 2026-06-21 17:49:45 UTC via `utils/agentic/build_weka_hf_dataset.py`. + +Derived from [semianalysisai/cc-traces-weka-062126](https://huggingface.co/datasets/semianalysisai/cc-traces-weka-062126) by applying the 256k per-request cap and preserving the surviving requests' relative timestamps. + +## Filters + +- Trace version: exactly v7 +- min Anthropic requests per session: 20 +- Claude Code CLI ≥ 2.1.139 (every row) +- peak concurrent sub-agent groups ≤ 10 +- Non-image rows only (image content excluded at source) +- Classifier calls excluded (`max_tokens<=64 AND no tools` → SUGGESTION MODE, title-gen, Security Monitor) +- Exact-duplicate proxy rows deduped by `(timestamp, model, in, out, dur_ms, agent_id)` +- Dynamic-workflow-bug sessions excluded: Claude Code CLI < 2.1.174 emitted dynamic-workflow subagents without a subagent-label header, so they appear as many interleaved unlabeled trajectories in one session. Dropped when peak concurrent unlabeled multi-turn trajectories ≥ 3 (changelog 2.1.174). +- 256k per-request cap (see *256k filter rule* below) + +## 256k filter rule + +- Per-request `input + output ≤ 256,000` tokens. Applied at request granularity, not conversation. Main-agent and sub-agent inner requests are evaluated independently. +- Sub-agent groups where *every* inner request was filtered → entire group dropped. +- Sub-agent groups with only *some* inners filtered → partial group kept (surviving inners retained). +- Timeline preservation: surviving request `t` values keep their original relative offsets, including sub-agent overlap. If the first request was filtered, all surviving timestamps are shifted by one uniform offset so the earliest survivor starts at `t = 0`. + +## Stats + +``` +traces: 393 +main_turns: 28,444 +subagent_groups: 1,697 +subagent_inner_requests: 39,822 +total_model_requests: 68,266 +total_input_tokens: 6,891,228,864 +total_output_tokens: 58,728,807 +``` + +## Distribution plots + +### Main-agent stream + +![Main-stream distributions — log x](plots/distributions_log.png) + +![Main-stream distributions — linear x](plots/distributions_linear.png) + +### Sub-agent fan-out + +![Sub-agent distributions — log x](plots/subagent_distributions_log.png) + +![Sub-agent distributions — linear x](plots/subagent_distributions_linear.png) + +## Source script + +``` +python utils/agentic/sample_proxy_traces.py --out '/proxy' --sampling top --min-trace-version 7 --max-trace-version 7 --min-requests 20 --require-cli-min 2.1.139 --max-parallel-subagents 10 --exclude-dynamic-workflow-bug +``` + +## Loader plugin + +Load in aiperf via: + +``` +--public-dataset semianalysis_cc_traces_weka_with_subagents_256k +``` diff --git a/python/aisimulate/tools/simulation_perf_gate/fixtures/LICENSE b/python/aisimulate/tools/simulation_perf_gate/fixtures/LICENSE new file mode 100644 index 0000000000..4c9ad98068 --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/fixtures/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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The pinned dataset card declares +Apache-2.0; it contains no separate copyright or NOTICE statement. +`DATASET_CARD.md` preserves that card and `LICENSE` contains Apache-2.0. + +Modified by NVIDIA for this benchmark: selected one complete play and normalized +JSON whitespace. No request values, hashes, dependencies, or timestamps changed. +There are 129 requests, four subagent groups, 13,391,168 input tokens, and +114,540 output tokens. Maximum input plus output is 255,034 tokens. +The SHA-256 of the checked-in JSONL is +`d65b573413396bb689cf7e1d5c85c50ea970ad7ad5714c0a78d4f75102e5d86d`. + +The existing `scripts/qualify_weka_samples.py` pins this play and the upstream +revision. Acquisition used the Hugging Face rows API after checking that the +repository revision matched that pin. CI only reads this local file. +The benchmark projects all source model labels onto the configured Qwen3.5 +model; it measures AISimulate host cost, not fidelity to the original service. diff --git a/python/aisimulate/tools/simulation_perf_gate/fixtures/agentx.jsonl b/python/aisimulate/tools/simulation_perf_gate/fixtures/agentx.jsonl new file mode 100644 index 0000000000..9cac469d4c --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/fixtures/agentx.jsonl @@ -0,0 +1 @@ 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diff --git a/python/aisimulate/tools/simulation_perf_gate/run.py b/python/aisimulate/tools/simulation_perf_gate/run.py new file mode 100644 index 0000000000..0137a4ce54 --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/run.py @@ -0,0 +1,198 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +"""Alternate exact revision-local processes, checkpointing every paired case.""" + +from __future__ import annotations + +import argparse +import json +import os +import platform +import shutil +import subprocess +import sys +import time +from pathlib import Path + +sys.path.insert(0, str(Path(__file__).resolve().parents[2])) + +from tools.simulation_perf_gate import PROTOCOL_VERSION, digest +from tools.simulation_perf_gate.cases import expand_cases +from tools.simulation_perf_gate.compare import write_report +from tools.simulation_perf_gate.contract import check_finite + +THREAD_ENV = { + "OMP_NUM_THREADS": "1", + "OPENBLAS_NUM_THREADS": "1", + "MKL_NUM_THREADS": "1", + "RAYON_NUM_THREADS": "1", + "PYTHONHASHSEED": "0", +} + + +def invoke( + *, python: Path, worker: Path, case: dict, revision: str, phase: str, cpu: int, timeout: float, log: Path +) -> dict: + request = {"protocol_version": PROTOCOL_VERSION, "revision": revision, "case": case, "phase": phase} + response = { + "protocol_version": PROTOCOL_VERSION, + "revision": revision, + "case_id": case["case_id"], + "case_hash": digest(case), + "phase": phase, + "status": "ERROR", + } + environment = { + **os.environ, + **THREAD_ENV, + "AIC_ALLOW_UNLISTED_VERSIONS": "1", + "HF_HUB_OFFLINE": "1", + "TRANSFORMERS_OFFLINE": "1", + } + # Never allow an inherited Python path to substitute another revision's package. + environment.pop("PYTHONPATH", None) + environment.pop("PYTHONHOME", None) + elapsed_ms = 0.0 + try: + payload = json.dumps(request) + with log.open("w") as stderr: + start = time.perf_counter() + try: + completed = subprocess.run( + ["taskset", "--cpu-list", str(cpu), str(python), str(worker)], + input=payload, + text=True, + stdout=subprocess.PIPE, + stderr=stderr, + cwd=worker.parents[4], + env=environment, + timeout=timeout, + check=True, + ) + finally: + # Stop before controller-side JSON parsing and validation. + elapsed_ms = (time.perf_counter() - start) * 1000 + parsed = json.loads(completed.stdout) + if not isinstance(parsed, dict): + raise ValueError("worker response must be a JSON object") + check_finite(parsed) + response = parsed + except (subprocess.SubprocessError, OSError, ValueError) as error: + response["error"] = {"type": type(error).__name__, "message": str(error)} + if response.get("status") == "ERROR": + if not isinstance(response.get("error"), dict): + response["error"] = {"type": "ValueError", "message": "worker error must be a JSON object"} + response["error"]["log"] = str(log) + try: + with log.open("rb") as source: + source.seek(max(0, source.seek(0, os.SEEK_END) - 4096)) + response["error"]["stderr_tail"] = source.read().decode(errors="replace") + except OSError: + pass # Preserve the original launch/log error. + response["worker_elapsed_ms"] = elapsed_ms + return response + + +def checkpoint(raw: dict, output: Path, started: float) -> None: + raw["elapsed_seconds"] = time.monotonic() - started + pending = output / "raw.json.tmp" + pending.write_text(json.dumps(raw, indent=2, allow_nan=False) + "\n") + pending.replace(output / "raw.json") + + +def qualification_errors(raw: dict, results: list[dict]) -> list[str]: + errors = [] + if raw["elapsed_seconds"] > 900: + errors.append("benchmark exceeded the 15-minute qualification budget") + for case, result in zip(raw["cases"], results, strict=True): + if ( + not case.get("trace_sha256") + and result["classification"] == "PASS" + and min(result["base_median_ms"], result["head_median_ms"]) < 2000 + ): + errors.append(f"{case['case_id']}: median replay below the 2-second qualification target") + return errors + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__) + for side in ("base", "head"): + parser.add_argument(f"--{side}-python", type=Path, required=True) + parser.add_argument(f"--{side}-worker", type=Path, required=True) + parser.add_argument(f"--{side}-revision", required=True) + parser.add_argument("--output-dir", type=Path, required=True) + parser.add_argument("--rounds", type=int, default=5) + parser.add_argument("--worker-timeout", type=float, default=120) + parser.add_argument("--case", action="append", dest="case_ids") + parser.add_argument( + "--qualification", action="store_true", help="Require the full same-revision suite within 15 min" + ) + args = parser.parse_args() + if args.rounds < 1 or args.worker_timeout <= 0: + parser.error("rounds and worker timeout must be positive") + if shutil.which("taskset") is None: + parser.error("taskset is required") + if args.qualification and (args.rounds != 5 or args.case_ids or args.base_revision != args.head_revision): + parser.error("qualification requires the full suite, five rounds, and identical revisions") + cases = expand_cases() + if args.case_ids: + known = {item["case_id"] for item in cases} + if set(args.case_ids) - known: + parser.error("unknown case IDs: " + ", ".join(sorted(set(args.case_ids) - known))) + cases = [item for item in cases if item["case_id"] in args.case_ids] + output = args.output_dir.resolve() + output.mkdir(parents=True, exist_ok=True) + logs = output / "logs" + logs.mkdir(exist_ok=True) + cpu = min(os.sched_getaffinity(0)) + revisions = {side: getattr(args, f"{side}_revision") for side in ("base", "head")} + raw = { + "protocol_version": PROTOCOL_VERSION, + "revisions": revisions, + "cases": cases, + "round_count": args.rounds, + "samples": {}, + "host": {"platform": platform.platform(), "cpu": cpu, "thread_env": THREAD_ENV}, + "workers": { + side: { + "python": str(getattr(args, f"{side}_python").absolute()), + "worker": str(getattr(args, f"{side}_worker").resolve()), + } + for side in ("base", "head") + }, + } + started = time.monotonic() + try: + for round_index in range(1, args.rounds + 1): + phase = "measure" + order = cases if round_index % 2 == 0 else list(reversed(cases)) + sides = ("base", "head") if round_index % 2 == 0 else ("head", "base") + for item in order: + samples = raw["samples"].setdefault(item["case_id"], {"rounds": []}) + pair = {"round": round_index} + for side in sides: + print(f"{phase} {round_index}/{args.rounds} {item['case_id']} {side}", flush=True) + pair[side] = invoke( + python=getattr(args, f"{side}_python").absolute(), + worker=getattr(args, f"{side}_worker").resolve(), + revision=revisions[side], + case=item, + phase=phase, + cpu=cpu, + timeout=args.worker_timeout, + log=logs / f"{item['case_id']}-{round_index}-{side}.log", + ) + samples["rounds"].append(pair) + checkpoint(raw, output, started) + finally: + checkpoint(raw, output, started) + results = write_report(raw, output) + if args.qualification: + raw["qualification_errors"] = qualification_errors(raw, results) + checkpoint(raw, output, started) + write_report(raw, output) + return int(bool(raw.get("qualification_errors")) or any(result["classification"] != "PASS" for result in results)) + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/python/aisimulate/tools/simulation_perf_gate/worker.py b/python/aisimulate/tools/simulation_perf_gate/worker.py new file mode 100644 index 0000000000..56821fc816 --- /dev/null +++ b/python/aisimulate/tools/simulation_perf_gate/worker.py @@ -0,0 +1,129 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +"""One fresh process, one full replay, using this revision's public runner.""" + +from __future__ import annotations + +import contextlib +import hashlib +import json +import math +import sys +from copy import deepcopy +from pathlib import Path + +sys.path.insert(0, str(Path(__file__).resolve().parents[2])) + +from tools.simulation_perf_gate import PROTOCOL_VERSION, digest +from tools.simulation_perf_gate.contract import MODEL_FIELDS, check_finite, fields + +HOST_FIELDS = {"wall_time_ms", "processed_tokens_per_s", "processed_output_tokens_per_s"} + + +def portable_model_identity(model: dict, systems_root: Path) -> dict: + paths = model.get("systems_paths", []) + if not paths or any(Path(path).resolve() != systems_root.resolve() for path in paths): + raise ValueError("benchmark requires this installation's packaged model data") + return {**fields(model, MODEL_FIELDS, "/model_identity"), "systems_paths": ["package:aisimulate_core/systems"]} + + +def run(request: dict) -> dict: + if type(request.get("protocol_version")) is not int or request["protocol_version"] != PROTOCOL_VERSION: + raise ValueError("incompatible simulation-performance protocol") + item = request["case"] + if item.get("determinism") != "canonical_v1": + raise ValueError("benchmark requires canonical_v1 determinism") + config = deepcopy(item["config"]) + if request["phase"] != "measure": + raise ValueError("unknown benchmark phase") + import aisimulate_core + from aisimulate import CorePredictionConfig, EngineReplayRunnerFactory, ReplayOutputRequirements + from aisimulate.compiler import prediction_to_replay_spec + + if item.get("trace_sha256"): + trace = Path(__file__).parent / "fixtures/agentx.jsonl" + if hashlib.sha256(trace.read_bytes()).hexdigest() != item["trace_sha256"]: + raise ValueError("local trace does not match the controller's input hash") + config["traffic"]["source"]["paths"] = [str(trace)] + spec = prediction_to_replay_spec(CorePredictionConfig.model_validate(config)) + identity = {} + provenance = {} + for role, field in ( + ("aggregated", "agg_engine_args"), + ("prefill", "prefill_engine_args"), + ("decode", "decode_engine_args"), + ): + args = getattr(spec.backend_deployment, field) + if args is not None: + timing = args["timing_model"] + model = timing["config"] + if ( + timing.get("provider") != "aic" + or model.get("estimation_mode") != "op_level" + or model.get("fallback_policy") != "deny" + or model.get("database_mode") != "SILICON" + or model.get("enable_shared_layer") is not True + ): + raise ValueError(f"{role} did not retain the pinned real-model policy") + identity[role] = portable_model_identity(model, Path(aisimulate_core.__file__).parent / "systems") + provenance[role] = {**model, "provider": timing["provider"]} + if not identity: + raise ValueError("replay has no real forward model") + runner = EngineReplayRunnerFactory(determinism=item["determinism"]).create(0) + try: + result = runner.run( + spec, + output_requirements=ReplayOutputRequirements(include_raw_report=True, capture_per_request=False), + ) + finally: + runner.close() + report = result.metadata["native_report"] + expected = item["expected_requests"] + if report.get("num_requests") != expected or report.get("completed_requests") != expected: + raise ValueError(f"incomplete replay: expected {expected}, got {report.get('completed_requests')}") + if report.get("total_output_tokens") != item["expected_output_tokens"]: + raise ValueError("replay did not produce all requested output tokens") + wall = report.get("wall_time_ms") + if isinstance(wall, bool) or not isinstance(wall, (int, float)) or not math.isfinite(wall) or wall <= 0: + raise ValueError("replay wall_time_ms must be finite and positive") + if item.get("trace_sha256"): + outcomes = report.get("agentic_play_outcomes", []) + if len(outcomes) != 1 or outcomes[0]["status"] != "completed" or outcomes[0]["settled_at_ms"] is None: + raise ValueError("AgentX play did not settle successfully") + # Retain summary diagnostics without collecting per-request records. + normalized = {key: value for key, value in report.items() if key not in HOST_FIELDS} + return { + "status": "OK", + "wall_time_ms": wall, + "model_identity": identity, + "model_provenance": provenance, + "report": normalized, + } + + +def main() -> int: + response = {"protocol_version": PROTOCOL_VERSION} + try: + request = json.load(sys.stdin) + if not isinstance(request, dict): + raise ValueError("worker request must be a JSON object") + check_finite(request) + item = request.get("case", {}) + if not isinstance(item, dict): + raise ValueError("worker case must be a JSON object") + response.update( + case_id=item.get("case_id"), + case_hash=digest(item), + revision=request.get("revision"), + phase=request.get("phase"), + ) + with contextlib.redirect_stdout(sys.stderr): + response.update(run(request)) + except Exception as error: + response.update(status="ERROR", error={"type": type(error).__name__, "message": str(error)}) + print(json.dumps(response, allow_nan=False)) + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/scripts/select_forward_perf.py b/scripts/select_forward_perf.py index fe0faf7f8f..17c0d9373e 100644 --- a/scripts/select_forward_perf.py +++ b/scripts/select_forward_perf.py @@ -83,6 +83,7 @@ def select_comparison( pr_number: str = "", *, api=github_api, + path_matcher=None, ) -> dict: if event == "push": match = re.fullmatch(r"refs/heads/pull-request/([1-9][0-9]*)", ref) @@ -113,7 +114,9 @@ def select_comparison( reason = "PR file list is empty or incomplete; run conservatively." else: run = any( - matches_path(path) for item in files for path in (item["filename"], item.get("previous_filename", "")) + (path_matcher or matches_path)(path) + for item in files + for path in (item["filename"], item.get("previous_filename", "")) ) reason = "PR changes affect forward prediction." if run else "No PR files affect forward prediction." @@ -128,9 +131,9 @@ def select_comparison( } -def main() -> int: +def main(*, selector=None, title="Forward Prediction Performance") -> int: try: - selection = select_comparison( + selection = (selector or select_comparison)( os.environ["GITHUB_REPOSITORY"], os.environ["GITHUB_EVENT_NAME"], os.environ["GITHUB_REF"], @@ -145,7 +148,7 @@ def main() -> int: OSError, subprocess.SubprocessError, ) as error: - print(f"Cannot select forward performance CI: {error}", file=sys.stderr) + print(f"Cannot select {title.lower()} CI: {error}", file=sys.stderr) return 1 with Path(os.environ["GITHUB_OUTPUT"]).open("a") as output: for key, value in selection.items(): @@ -153,7 +156,7 @@ def main() -> int: decision = "RUN" if selection["run_comparison"] == "true" else "SKIPPED" with Path(os.environ["GITHUB_STEP_SUMMARY"]).open("a") as summary: summary.write( - "## Forward Prediction Performance selection\n\n" + f"## {title} selection\n\n" f"**{decision}** — {selection['reason']}\n\n" f"PR #{selection['number']}, head `{selection['head_sha']}`.\n" ) diff --git a/scripts/select_simulation_perf.py b/scripts/select_simulation_perf.py new file mode 100644 index 0000000000..c6cd4b08ab --- /dev/null +++ b/scripts/select_simulation_perf.py @@ -0,0 +1,44 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +"""Use the existing trusted-PR selector for the complete simulation call path.""" + +import sys +from pathlib import Path + +sys.path.insert(0, str(Path(__file__).resolve().parent)) + +import select_forward_perf + +FILES = { + ".github/workflows/simulation-performance.yml", + "scripts/select_simulation_perf.py", + "scripts/simulation_perf_artifact.py", + "scripts/select_forward_perf.py", + "Cargo.toml", + "Cargo.lock", + "crates/core/Cargo.toml", + "python/aisimulate/pyproject.toml", + "python/aisimulate/uv.lock", +} +PREFIXES = ( + "crates/core/src/", + "python/aisimulate/src/aisimulate/", + "python/aisimulate/src/aisimulate_core/", + "python/aisimulate/tools/simulation_perf_gate/", +) + + +def matches_path(path: str) -> bool: + if path.endswith(".md"): + return False + return path in FILES or path.startswith(PREFIXES) + + +def select_comparison(*args, **kwargs) -> dict: + result = select_forward_perf.select_comparison(*args, path_matcher=matches_path, **kwargs) + result["reason"] = result["reason"].replace("forward prediction", "simulation") + return result + + +if __name__ == "__main__": + raise SystemExit(select_forward_perf.main(selector=select_comparison, title="Simulation Performance")) diff --git a/scripts/simulation_perf_artifact.py b/scripts/simulation_perf_artifact.py new file mode 100644 index 0000000000..d9158c07fe --- /dev/null +++ b/scripts/simulation_perf_artifact.py @@ -0,0 +1,86 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +"""Record and verify the exact wheel and locked requirements passed between CI jobs.""" + +import argparse +import hashlib +import json +import os +import platform +import subprocess +from pathlib import Path + + +def sha256(path: Path) -> str: + with path.open("rb") as source: + return hashlib.file_digest(source, "sha256").hexdigest() + + +def command(*args: str) -> str: + return subprocess.check_output(args, text=True).strip() + + +def record(directory: Path, side: str, revision: str, source: Path) -> None: + actual = command("git", "-C", str(source), "rev-parse", "HEAD") + if actual != revision: + raise ValueError(f"build source is {actual}, expected {revision}") + wheels = list(directory.glob("aisimulate-*.whl")) + if len(wheels) != 1: + raise ValueError("expected exactly one AISimulate wheel") + manifest = { + "side": side, + "source_sha": revision, + "model_data_tree": command("git", "-C", str(source), "rev-parse", "HEAD:python/aisimulate/src/aisimulate_core"), + "files": {p.name: sha256(p) for p in [wheels[0], directory / "requirements.txt"]}, + "build": { + "container": os.environ["BUILD_CONTAINER"], + "python": platform.python_version(), + "rustc": command("rustc", "-vV"), + "maturin": command("python", "-m", "maturin", "--version"), + "uv": command("uv", "--version"), + "flags": ["--release", "--locked"], + }, + "build_seconds": int(os.environ["BUILD_SECONDS"]), + } + (directory / "provenance.json").write_text(json.dumps(manifest, indent=2) + "\n") + + +def verify(directory: Path, side: str, revision: str) -> dict: + manifest = json.loads((directory / "provenance.json").read_text()) + if manifest["side"] != side or manifest["source_sha"] != revision: + raise ValueError(f"{side}: artifact revision or role mismatch") + wheels = list(directory.glob("aisimulate-*.whl")) + if len(wheels) != 1 or set(manifest["files"]) != {wheels[0].name, "requirements.txt"}: + raise ValueError(f"{side}: expected one wheel and its locked requirements") + for name, checksum in manifest["files"].items(): + if sha256(directory / name) != checksum: + raise ValueError(f"{side}: checksum mismatch for {name}") + return manifest + + +def main() -> None: + parser = argparse.ArgumentParser(description=__doc__) + subparsers = parser.add_subparsers(dest="action", required=True) + build = subparsers.add_parser("record") + build.add_argument("directory", type=Path) + build.add_argument("side", choices=("base", "head")) + build.add_argument("revision") + build.add_argument("source", type=Path) + check = subparsers.add_parser("verify") + for side in ("base", "head"): + check.add_argument(f"--{side}-dir", type=Path, required=True) + check.add_argument(f"--{side}-sha", required=True) + args = parser.parse_args() + if args.action == "record": + record(args.directory, args.side, args.revision, args.source) + else: + base = verify(args.base_dir, "base", args.base_sha) + head = verify(args.head_dir, "head", args.head_sha) + if base["build"] != head["build"]: + raise ValueError("base and head build settings differ") + if base["build"]["python"] != platform.python_version(): + raise ValueError("comparison Python differs from build Python") + + +if __name__ == "__main__": + main() diff --git a/tests/test_ci_workflow_contracts.py b/tests/test_ci_workflow_contracts.py index af61decce2..90baf380a7 100644 --- a/tests/test_ci_workflow_contracts.py +++ b/tests/test_ci_workflow_contracts.py @@ -3018,3 +3018,248 @@ def test_manual_fpe_uses_current_harness_and_selected_inventory_for_every_job(): assert nightly["build-artifacts"]["env"]["DEV_DATE"] == "${{ needs.changes-guard.outputs.dev-version }}" assert "release-tooling/scripts/apply_dev_version.py" in _run_commands(nightly["build-artifacts"]) assert "release-tooling/scripts/build_release_artifacts.py --root ." in _run_commands(nightly["build-artifacts"]) + + +def test_simulation_performance_rollout_and_revision_contract(): + workflow = _workflow("simulation-performance.yml") + selector = workflow["jobs"]["select"] + assert workflow["on"]["push"] == _workflow("performance.yml")["on"]["push"] + assert "workflow_dispatch" in workflow["on"] + assert "if" not in selector + assert workflow["concurrency"]["group"].startswith("simulation-performance-") + assert selector["runs-on"] == "ubuntu-latest" + assert "python scripts/select_simulation_perf.py" in _run_commands(selector) + comparison = workflow["jobs"]["compare"] + assert comparison["if"] == "needs.select.outputs.run_comparison == 'true'" + commands = _run_commands(selector) + assert comparison["needs"] == ["select", "build"] + build = workflow["jobs"]["build"] + assert build["needs"] == "select" + assert build["if"] == comparison["if"] + assert build["strategy"]["fail-fast"] == "false" + assert build["strategy"]["matrix"]["include"] == [ + {"side": "base", "sha": "${{ needs.select.outputs.base_sha }}"}, + {"side": "head", "sha": "${{ needs.select.outputs.head_sha }}"}, + ] + downloads = [ + step["with"]["name"] for step in comparison["steps"] if "actions/download-artifact@" in step.get("uses", "") + ] + assert downloads == [ + "simulation-wheel-base-${{ needs.select.outputs.base_sha }}", + "simulation-wheel-head-${{ needs.select.outputs.head_sha }}", + ] + assert "maturin build" not in _run_commands(comparison) + assert "simulation_perf_artifact.py verify" in _run_commands(comparison) + assert 'git merge-base "${PR_HEAD_SHA}" "${base_tip}"' in commands + assert 'base_sha="${PR_HEAD_SHA}"' in commands + assert "PROTOCOL_VERSION" in commands + assert "**INVALID_COMPARISON**" in commands + assert "was not benchmarked" in commands + commands = _run_commands(comparison) + assert "repetitions=3" in commands + assert "${BASE_SRC}/python/aisimulate/tools/simulation_perf_gate/run.py" in commands + assert "${HEAD_SRC}/python/aisimulate/tools/simulation_perf_gate/run.py" in commands + assert "${BASE_SRC}/python/aisimulate/tools/simulation_perf_gate/worker.py" in commands + assert "${HEAD_SRC}/python/aisimulate/tools/simulation_perf_gate/worker.py" in commands + + +@pytest.mark.parametrize( + "path,expected", + [ + ("crates/core/src/replay/loadgen/weka.rs", True), + ("crates/core/src/engine/scheduler/vllm/core.rs", True), + ("python/aisimulate/src/aisimulate/traffic.py", True), + ("python/aisimulate/src/aisimulate/compiler.py", True), + ("python/aisimulate/src/aisimulate_core/systems/data/b200_sxm/gemm/vllm/0.24.0/gemm_perf.parquet", True), + ("python/aisimulate/tools/simulation_perf_gate/fixtures/agentx.jsonl", True), + ("python/aisimulate/uv.lock", True), + ("python/aisimulate/tools/simulation_perf_gate/README.md", False), + ("python/aisimulate/tools/forward_perf_gate/run.py", False), + ("docs/cli/user-guide.md", False), + ], +) +def test_simulation_performance_selects_complete_pr_files(path, expected): + from scripts import select_simulation_perf + + pull = {"head": {"sha": "a" * 40}, "base": {"sha": "b" * 40, "ref": "main"}, "changed_files": 1} + + def api(endpoint): + return [[{"filename": path}]] if "/files?" in endpoint else [pull] + + selected = select_simulation_perf.select_comparison( + "owner/repo", "push", "refs/heads/pull-request/1", "a" * 40, api=api + ) + assert selected["run_comparison"] == str(expected).lower() + + +@pytest.mark.parametrize( + "path,expected", + [ + ("contract.py", True), + ("worker.py", True), + ("fixtures/agentx.jsonl", True), + ("README.md", False), + ("QUALIFICATION.md", False), + ("fixtures/README.md", False), + ("fixtures/LICENSE", False), + ("fixtures/DATASET_CARD.md", False), + ], +) +def test_simulation_perf_controller_change_detection(tmp_path, path, expected): + steps = _workflow("simulation-performance.yml")["jobs"]["select"]["steps"] + revisions = next(step for step in steps if step.get("id") == "revisions")["run"] + detection = "controller_changes=" + revisions.split("controller_changes=", 1)[1].split('echo "base_sha=', 1)[0] + gate = "python/aisimulate/tools/simulation_perf_gate" + _git(tmp_path, "init", "--quiet") + base = _commit_file(tmp_path, "base", "base\n") + # A runtime change selects the normal comparison; only benchmark code/input + # changes should add a second run using the head controller. + runtime = "crates/core/src/replay.rs" + (tmp_path / runtime).parent.mkdir(parents=True) + _commit_file(tmp_path, runtime, "changed\n") + changed = f"{gate}/{path}" + (tmp_path / changed).parent.mkdir(parents=True, exist_ok=True) + head = _commit_file(tmp_path, changed, "changed\n") + output = tmp_path / "output" + subprocess.run( + ["bash", "-euc", detection], + cwd=tmp_path, + check=True, + env={ + **os.environ, + "base_sha": base, + "PR_HEAD_SHA": head, + "gate_path": gate, + "GITHUB_OUTPUT": str(output), + }, + ) + assert output.read_text() == f"validate_head_controller={str(expected).lower()}\n" + + +@pytest.mark.parametrize("scenario", ["normal", "self", "missing_base", "missing_head", "mixed", "malformed"]) +def test_simulation_perf_revision_preparation(tmp_path, scenario): + steps = _workflow("simulation-performance.yml")["jobs"]["select"]["steps"] + script = next(step["run"] for step in steps if step.get("id") == "revisions") + _git(tmp_path, "init", "--quiet") + gate = tmp_path / "python/aisimulate/tools/simulation_perf_gate" + (gate / "fixtures").mkdir(parents=True) + for name in ("cases.py", "compare.py", "contract.py", "run.py", "worker.py", "fixtures/agentx.jsonl"): + (gate / name).write_text("fixture\n") + (gate / "__init__.py").write_text("PROTOCOL_VERSION = 3\n") + if scenario == "missing_base": + (gate / "worker.py").unlink() + _git(tmp_path, "add", ".") + base = _commit_file(tmp_path, "base", "base\n") + _git(tmp_path, "update-ref", "refs/remotes/origin/main", base) + if scenario == "missing_base": + (gate / "worker.py").write_text("fixture\n") + elif scenario == "missing_head": + (gate / "worker.py").unlink() + elif scenario in {"mixed", "malformed"}: + (gate / "__init__.py").write_text("PROTOCOL_VERSION = " + ("2" if scenario == "mixed" else "None") + "\n") + _git(tmp_path, "add", ".") + head = _commit_file(tmp_path, "head", "head\n") + output, summary = tmp_path / "output", tmp_path / "summary" + result = subprocess.run( + ["bash", "-euc", script], + cwd=tmp_path, + text=True, + capture_output=True, + env={ + **os.environ, + "PR_HEAD_SHA": head, + "BASE_REF": "main", + "SELF_COMPARE": str(scenario == "self").lower(), + "GITHUB_OUTPUT": str(output), + "GITHUB_STEP_SUMMARY": str(summary), + }, + ) + outputs = dict(line.split("=", 1) for line in output.read_text().splitlines()) + if scenario in {"normal", "self"}: + assert result.returncode == 0, result.stderr + assert outputs["run_comparison"] == "true" + assert outputs["base_sha"] == (head if scenario == "self" else base) + assert outputs["validate_head_controller"] == "false" + else: + assert outputs["run_comparison"] == "false" + assert result.returncode == (0 if scenario == "missing_base" else 1) + assert ("was not benchmarked" if scenario == "missing_base" else "INVALID_COMPARISON") in summary.read_text() + + +@pytest.mark.parametrize("self_compare,fail_first,count", [(False, False, 1), (True, False, 3), (True, True, 3)]) +def test_simulation_perf_invocations(tmp_path, self_compare, fail_first, count): + bash = shutil.which("bash") + if bash is None or subprocess.run([bash, "-uc", 'args=(); : "${args[@]}"'], capture_output=True).returncode: + pytest.skip("workflow invocation test requires Bash with empty-array support under set -u") + steps = _workflow("simulation-performance.yml")["jobs"]["compare"]["steps"] + script = next(step["run"] for step in steps if step.get("name") == "Run paired benchmark") + python = tmp_path / "venv/bin/python" + python.parent.mkdir(parents=True) + python.write_text( + '#!/bin/bash\nprintf "%s\\n" "$*" >> "$CALLS"\n' + 'if [[ "$FAIL_FIRST" == true && $(wc -l < "$CALLS") -eq 1 ]]; then exit 1; fi\n' + ) + python.chmod(0o755) + calls = tmp_path / "calls" + result = subprocess.run( + [bash, "-euc", script], + text=True, + capture_output=True, + env={ + **os.environ, + "BASE_VENV": str(python.parents[1]), + "HEAD_VENV": "/head-venv", + "BASE_SRC": "/base-src", + "HEAD_SRC": "/head-src", + "BASE_SHA": "base", + "HEAD_SHA": "head", + "RESULTS_DIR": "/results", + "SELF_COMPARE": str(self_compare).lower(), + "CALLS": str(calls), + "FAIL_FIRST": str(fail_first).lower(), + }, + ) + assert result.returncode == int(fail_first), result.stderr + invocations = calls.read_text().splitlines() + assert len(invocations) == count + for attempt, invocation in enumerate(invocations, 1): + assert invocation.startswith("/base-src/python/aisimulate/tools/simulation_perf_gate/run.py ") + assert "--base-worker /base-src/python/aisimulate/tools/simulation_perf_gate/worker.py" in invocation + assert "--head-worker /head-src/python/aisimulate/tools/simulation_perf_gate/worker.py" in invocation + assert ("--qualification" in invocation) == self_compare + assert ( + f"--output-dir /results/qualification-{attempt}" in invocation + if self_compare + else "--output-dir /results" in invocation + ) + + +@pytest.mark.parametrize("fault", [None, "revision", "side", "wheel", "requirements", "extra_wheel"]) +def test_simulation_perf_artifact_verification(tmp_path, fault): + from scripts.simulation_perf_artifact import sha256, verify + + wheel = tmp_path / "aisimulate-test.whl" + wheel.write_bytes(b"built wheel") + requirements = tmp_path / "requirements.txt" + requirements.write_text("locked\n") + manifest = { + "side": "base", + "source_sha": "a" * 40, + "files": {path.name: sha256(path) for path in (wheel, requirements)}, + } + if fault == "revision": + manifest["source_sha"] = "b" * 40 + elif fault == "side": + manifest["side"] = "head" + elif fault == "wheel": + wheel.write_bytes(b"wrong wheel") + elif fault == "requirements": + requirements.write_text("wrong dependencies\n") + elif fault == "extra_wheel": + (tmp_path / "aisimulate-other.whl").write_bytes(b"another wheel") + (tmp_path / "provenance.json").write_text(json.dumps(manifest)) + if fault: + with pytest.raises(ValueError): + verify(tmp_path, "base", "a" * 40) + else: + assert verify(tmp_path, "base", "a" * 40) == manifest diff --git a/tests/test_unified_traffic_runtime.py b/tests/test_unified_traffic_runtime.py index bb06d8db18..af89cd6914 100644 --- a/tests/test_unified_traffic_runtime.py +++ b/tests/test_unified_traffic_runtime.py @@ -1174,3 +1174,67 @@ def test_native_dynamo_agentic_snapshot_retains_recorded_intervals_and_executes_ first = min(report["per_request"], key=lambda record: record["first_admit_ms"]) assert first["admission_history"][0]["reused_input_tokens"] == 0 assert first["dispatched_at_ms"] == pytest.approx((starts[first["request_id"]] - cut) / speedup) + + +@pytest.mark.parametrize( + "backend,mode,traffic_kind", + [ + ("vllm", "aggregated", "synthetic"), + ("vllm", "aggregated", "multiworker"), + ("sglang", "disaggregated", "synthetic"), + ("vllm", "aggregated", "weka"), + ("sglang", "disaggregated", "weka"), + ], +) +def test_engine_runner_canonical_determinism(backend, mode, traffic_kind): + engine = {**_engine(mode), "backend": backend} + if traffic_kind == "multiworker": + engine["workers"]["aggregated"]["parallelism"] = { + "replicas": 2, + "attention_data": 2, + } + traffic = { + "source": {"type": "synthetic", "input_tokens": 8, "output_tokens": 4}, + "load": {"type": "concurrency", "concurrency": 3}, + "stop": {"requests": 8}, + } + if traffic_kind == "weka": + traffic = { + "source": { + "type": "trace", + "format": "weka", + "paths": [str(_TRACE_FIXTURES / "weka-two-plays.jsonl")], + }, + "load": {"type": "trace_timestamps", "agentic_lanes": 1}, + } + spec = prediction_to_replay_spec(CorePredictionConfig.model_validate({"engine": engine, "traffic": traffic})) + records = [] + for _ in range(2): + runner = EngineReplayRunnerFactory(determinism="canonical_v1").create(0) + try: + report = runner.run( + spec, + output_requirements=ReplayOutputRequirements(include_raw_report=True, capture_per_request=True), + ).metadata["native_report"] + finally: + runner.close() + records.append( + { + key: value + for key, value in report.items() + if key + not in { + "wall_time_ms", + "processed_tokens_per_s", + "processed_output_tokens_per_s", + } + } + ) + assert records[0] == records[1] + assert records[0]["completed_requests"] > 0 + + +def test_engine_runner_rejects_unknown_determinism(): + spec = prediction_to_replay_spec(CorePredictionConfig.model_validate({"engine": _engine()})) + with pytest.raises(ValueError, match="unsupported replay determinism"): + EngineReplayRunnerFactory(determinism="typo").create(0).run(spec)