feat(cli): discover family-owned commands - #1310
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Included review availability: Your plan provides up to 12 included reviews per hour; 4 remain after this review. 📝 SummarySummaryThis PR moves CLI ownership into family declarations and handlers.
Architecture impactFamily-owned filesBERT and Boltz2 own their declarations, validation, build behavior, and native runtime handlers in their respective Shared surfacesThe change adds shared Python and native dispatchers and an internal CLI contract. It also changes benchmark integration, CMake, Conan packaging, E2E runtime staging, Community GPU CI, and architecture validation. Dependency directionsShared dispatchers discover and invoke family declarations. Family handlers use shared model-resolution and build mechanics. Native adapters use the internal CLI contract and call Task SDK APIs. Packaging and CI consume declarations to stage matching artifacts. Affected consumersThe affected consumers include Python and native CLI users, benchmark workflows, package builders, wheel validation, E2E and GPU CI, and future family authors. Unresolved blast-radius questions
Review statusHUMAN REVIEW REQUIRED The review contract requires evidence-backed findings and exact validation evidence. The available results show a clean repository status but do not provide current findings or validation results. A WalkthroughThe change adds family-owned CLI declarations, shared Python and C++ dispatch, native adapters, family-specific build handling, benchmark integration, packaging and CI validation, and BERT and Boltz-2 commands. ChangesFamily CLI integration
Priority: ➖ Normal Estimated code review effort: 4 (Complex) | ~60 minutes Change: Feature Sequence Diagram(s)sequenceDiagram
participant User
participant CLI
participant FamilyCLI
participant FamilyHandler
participant RuntimeAdapter
User->>CLI: invoke family command
CLI->>FamilyCLI: discover declaration and parse arguments
FamilyCLI->>FamilyHandler: invoke Python command
FamilyCLI->>RuntimeAdapter: invoke native command
FamilyHandler-->>CLI: return status and output
RuntimeAdapter-->>CLI: return status and output
Merge Risk: ⚪ Minimal · up to No concrete current-head defect remains from the reviewed concerns; the PR is mergeable after normal checks. 🚥 Pre-merge checks | ✅ 8 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (8 passed)
Full details: Docstring CoverageExplanation Docstring coverage is 16.29% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 178 functions across 35 files. (7 skipped: 7 unsupported.) Comment |
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Inline comments:
In `@apps/benchmark/trtmc_benchmark/catalog.py`:
- Line 152: Move the _parallel_sizes(model) call into the existing
BenchmarkError-guarded block in entries so invalid manifests are marked invalid
instead of aborting listing. Update _parallel_sizes to catch TypeError and
ValueError from integer coercion and re-raise them as BenchmarkError with the
model name and conversion details.
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CMakeLists.txtapps/benchmark/trtmc_benchmark/builder.pyapps/benchmark/trtmc_benchmark/catalog.pyapps/benchmark/trtmc_benchmark/tests/test_family_cli.pyapps/benchmark/trtmc_benchmark/tests/test_reporting_and_cache.pyapps/benchmark/trtmc_benchmark/types.pyapps/cli/cli.cppapps/cli/family_cli.cppapps/cli/family_cli.happs/cli/tests/test_family_cli.cppconanfile.pycore/builder/tensorrt_model_connect/__main__.pycore/builder/tensorrt_model_connect/build.pycore/builder/tensorrt_model_connect/build_cli.pycore/builder/tensorrt_model_connect/family_cli.pycore/builder/tensorrt_model_connect/model_support.pycore/builder/tests/test_family_cli.pycore/runtime/include/trtmc/internal/cli.hfamilies/bert/cli.jsonfamilies/bert/cli.pyfamilies/bert/model.pyfamilies/bert/runtime/CMakeLists.txtfamilies/bert/runtime/cli.cppfamilies/bert/tests/cpp/test_cli.cppfamilies/bert/tests/test_cli.pyfamilies/bert/tests/test_e2e.pyfamilies/boltz2/cli.jsonfamilies/boltz2/cli.pyfamilies/boltz2/model.pyfamilies/boltz2/support.pyfamilies/boltz2/tests/test_cli.pyfamilies/boltz2/tests/test_e2e.pytools/ci/e2e.pytools/ci/package.pytools/community_gpu_ci.pytools/tests/test_architecture.pytools/tests/test_community_gpu_ci.pytools/tests/test_new_ci.pywebsite/docs/api/cli-reference.mdwebsite/docs/extend/add-model-family.mdwebsite/docs/extend/family-cli.mdwebsite/sidebars.js
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Let families declare command names, arguments, defaults, and lazy handlers for Python and native entry points. Introduce BERT and Boltz2 owners while retaining the existing flat commands during migration. Keep the semantic Task SDK unchanged, package owner descriptions and CLI adapters, and derive benchmark build arguments from the selected owner. Include CPU protocol, compatibility, deployment, and cache regression coverage. Signed-off-by: yifeif <277870278+yifeif-nv@users.noreply.github.com>
Keep command behavior and Task SDK calls in owner handlers. Guard the generic dispatchers against family dependencies and option definitions, and prove that a new owner command needs only its declaration and handler. Signed-off-by: yifeif <277870278+yifeif-nv@users.noreply.github.com>
Rebuild benchmark temporary-output commands through the owner declaration, recognize declared Python handlers as entry points, and preserve the request-owned Boltz2 sampling controls added on main. Document the family-only migration contract and cover real child-process publication and error behavior. Signed-off-by: yifeif <277870278+yifeif-nv@users.noreply.github.com>
Report invalid owner parallelism as a catalog entry error so one malformed family cannot hide healthy benchmark entries. Keep direct resolution fail-closed and cover both behaviors. Signed-off-by: yifeif <277870278+yifeif-nv@users.noreply.github.com>
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This was referenced Sep 18, 2026
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Background
CLI commands and options still require shared-parser edits after #1226. This adds family-owned command descriptions and execution handlers, with BERT and Boltz2 as the first owners, so subsequent families can onboard within
families/<name>/**.Exit Criteria
Implementation
cli.json. BERT owns build/encode/embed/rerank; Boltz2 owns build/prepare-structure, including the five request sampling controls now on main. Owner build requests replace the shared parameter union on the new paths; explicit old entry points remain compatible during migration.libtrtmc_cli_<family>.soapplication adapters, preserving the model DSO's dependency boundary. The internal CLI entry point does not change feat(api): add semantic Task C ABI and C++ SDK #1226's public Task ABI or bundle format.website/docs/extend/family-cli.md.Change categories
The ABI/artifact additions are the internal CLI adapter entry point and descriptions; the public semantic Task ABI and
.bundleformat are unchanged.Validation
Commands and Results
Validated head:
c6bfdfe727873a7b1cbade1b4b1c50e04cd5c502, based on4b7477971a66d2e67575e19d671e0439e84f5c12. The rebase preserves both main's server tests and the family CLI tests; the CLI commits retain their behavior.Current-head local validation:
cmake --build /work/build --parallel 8: passed, including the new server targets from main.ctest --test-dir /work/build --output-on-failure --label-exclude gpu: 212 passed / 7 expected no-device skips, including bothserver_workerandfamily_cli.python3 -m build --no-isolation --wheel --outdir /work/wheels-rebase -Cbuild-dir=/work/wheel-build .: passed. The actual current-head wheel passed archive and installed validation for all 128 families, including nativeRTLD_NOWloads, standalone C/C++ SDK consumers and the new server package. Installedtrtmc-server --helppassed. The installed PatchTSMixer owner-only rehearsal also passed again; shared installed bytes remained unchanged and temporary owner files were restored.Current-head Community CPU / Required: PASS. Python: 1,863 passed / 2 skipped; native: 212 passed / 7 expected no-device skips. Source quality, documentation, ownership/impact, DCO, metadata and CodeRabbit also passed.
TRTMC Internal CI / Automated premerge gateonc6bfdfe727873a7b1cbade1b4b1c50e04cd5c502: PASS. GitHub reports MERGEABLE / CLEAN. This PR is ready to merge and remains unmerged, with auto-merge disabled.Hardware, Environment, and Revisions
Local protocol, native and packaging validation uses isolated Linux/aarch64 containers without GPU devices or credentials. Protected premerge is reported above only through its sanitized exact-head result.
Not Run / Remaining Gaps
The remaining production-family migrations, their checkpoint accuracy/performance qualification, BERT multi-GPU/RTX coverage and full Nightly are outside this prerequisite PR. Boltz2's new controls have CPU equivalence/domain-validation coverage here; no new local Boltz2 GPU qualification is claimed. Pending checks are not passes.
Contributor Self-Review
Reviewed ownership, main compatibility, cross-language parsing, installation and cache behavior. Independent reviews and actual onboarding rehearsals exposed and corrected the benchmark temporary-output and handler-reachability prerequisites.
Notes For Future Readers
After merge, add each family's declaration, handler, native target/install rule when needed, and tests within that family. No shared registry, source list or family exception is required for the supported protocol. A new Task contract or generic value type remains a separate shared-contract change; each family's numerical criteria and capability qualification still apply.
Existing flat commands and the old request union are temporary compatibility paths. Remove them in a separate cleanup after all families migrate. CLI ownership and production adoption of #1226's semantic Tasks are independent; handlers may reuse the SDK internally.
Risk level
Shared discovery, parsing, package/staging and benchmark behavior affect multiple consumers. Strict failure semantics, owner-only rehearsals and exact-head CI reduce this risk without claiming all-model qualification.