From c0f6d35a11bac1d4efdd9db550dd618b6c2d949f Mon Sep 17 00:00:00 2001 From: Hongbo Miao <3375461+hongbo-miao@users.noreply.github.com> Date: Thu, 2 Jan 2025 21:35:36 -0800 Subject: [PATCH] feat(machine-learning): add sglang --- .github/workflows/.lint.yml | 16 +- .github/workflows/.static-type-check.yml | 1 + .github/workflows/test.yml | 401 +-- .mergify.yml | 21 +- Makefile | 1 + README.md | 1 + machine-learning/hm-sglang/Makefile | 18 + machine-learning/hm-sglang/pyproject.toml | 34 + .../hm-sglang/src/download_model.py | 18 + machine-learning/hm-sglang/src/dummy_test.py | 3 + machine-learning/hm-sglang/src/main.py | 33 + machine-learning/hm-sglang/uv.lock | 2281 +++++++++++++++++ 12 files changed, 2629 insertions(+), 199 deletions(-) create mode 100644 machine-learning/hm-sglang/Makefile create mode 100644 machine-learning/hm-sglang/pyproject.toml create mode 100644 machine-learning/hm-sglang/src/download_model.py create mode 100644 machine-learning/hm-sglang/src/dummy_test.py create mode 100644 machine-learning/hm-sglang/src/main.py create mode 100644 machine-learning/hm-sglang/uv.lock diff --git a/.github/workflows/.lint.yml b/.github/workflows/.lint.yml index 4d4c7ff0bd..b4a75b4203 100644 --- a/.github/workflows/.lint.yml +++ b/.github/workflows/.lint.yml @@ -320,7 +320,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: uv.lock - name: Set up Python @@ -392,7 +392,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: uv.lock - name: Set up Python @@ -427,7 +427,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: uv.lock - name: Set up Python @@ -793,7 +793,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: uv.lock - name: Set up Python @@ -863,7 +863,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: uv.lock - name: Set up Python @@ -1370,7 +1370,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: uv.lock - name: Set up Python @@ -1448,7 +1448,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: uv.lock - name: Set up Python @@ -1498,7 +1498,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: uv.lock - name: Set up Python diff --git a/.github/workflows/.static-type-check.yml b/.github/workflows/.static-type-check.yml index ea9a2f1882..2e26e9baf2 100644 --- a/.github/workflows/.static-type-check.yml +++ b/.github/workflows/.static-type-check.yml @@ -173,6 +173,7 @@ jobs: uv run poe static-type-check-python --package=machine-learning.hm-mlflow.experiments.classify-mnist uv run poe static-type-check-python --package=machine-learning.hm-mlflow.experiments.predict-diabetes uv run poe static-type-check-python --package=machine-learning.hm-rasa + uv run poe static-type-check-python --package=machine-learning.hm-sglang uv run poe static-type-check-python --package=machine-learning.hm-streamlit.applications.live-line-chart uv run poe static-type-check-python --package=machine-learning.hm-streamlit.applications.map uv run poe static-type-check-python --package=machine-learning.hm-supervision.detect-objects diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 2095271b66..12bf6fcd6d 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -93,6 +93,7 @@ jobs: hm-ray-calculate: ${{ steps.filter.outputs.hm-ray-calculate }} hm-ray-process-flight-data: ${{ steps.filter.outputs.hm-ray-process-flight-data }} hm-serial: ${{ steps.filter.outputs.hm-serial }} + hm-sglang: ${{ steps.filter.outputs.hm-sglang }} hm-skypilot: ${{ steps.filter.outputs.hm-skypilot }} hm-spark-analyze-coffee-customers: ${{ steps.filter.outputs.hm-spark-analyze-coffee-customers }} hm-spark-find-retired-people-python: ${{ steps.filter.outputs.hm-spark-find-retired-people-python }} @@ -358,6 +359,9 @@ jobs: hm-serial: - '.github/workflows/test.yml' - 'embedded/hm-serial/**' + hm-sglang: + - '.github/workflows/test.yml' + - 'machine-learning/hm-sglang/**' hm-skypilot: - '.github/workflows/test.yml' - 'cloud-computing/hm-skypilot/**' @@ -860,7 +864,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: api-python/uv.lock - name: Set up Python @@ -918,7 +922,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-orchestration/hm-airflow/uv.lock - name: Set up Python @@ -951,7 +955,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: cloud-platform/aws/amazon-sagemaker/pytorch-mnist/uv.lock - name: Set up Python @@ -984,7 +988,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/triton/amazon-sagemaker-triton-resnet-50/deploy/uv.lock - name: Set up Python @@ -1017,7 +1021,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/triton/amazon-sagemaker-triton-resnet-50/infer/uv.lock - name: Set up Python @@ -1050,7 +1054,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: cloud-infrastructure/terraform/environments/production/aws/general/files/aws-glue/spark-scripts/uv.lock - name: Set up Python @@ -1083,7 +1087,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: cloud-platform/aws/aws-parallelcluster/pcluster/uv.lock - name: Set up Python @@ -1121,7 +1125,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: matlab/call-matlab-function-in-python/uv.lock - name: Set up Python @@ -1154,7 +1158,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: embedded/decode-can-data/uv.lock - name: Set up Python @@ -1187,7 +1191,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: embedded/format-can-data/uv.lock - name: Set up Python @@ -1220,7 +1224,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-distribution-service/uv.lock - name: Set up Python @@ -1253,7 +1257,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-transformation/dbt/projects/dbt_hm_postgres/uv.lock - name: Set up Python @@ -1286,7 +1290,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/delta-lake/read-delta-lake-by-amazon-athena/uv.lock - name: Set up Python @@ -1319,7 +1323,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/delta-lake/read-delta-lake-by-trino/uv.lock - name: Set up Python @@ -1352,7 +1356,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/delta-lake/write-to-delta-lake/uv.lock - name: Set up Python @@ -1385,7 +1389,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/hm-duckdb/query-duckdb/uv.lock - name: Set up Python @@ -1418,7 +1422,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/hm-duckdb/query-lance/uv.lock - name: Set up Python @@ -1451,7 +1455,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/hm-duckdb/query-parquet/uv.lock - name: Set up Python @@ -1484,7 +1488,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/hm-duckdb/query-protobuf/uv.lock - name: Set up Python @@ -1517,7 +1521,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/lance/uv.lock - name: Set up Python @@ -1550,7 +1554,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/hm-lancedb/uv.lock - name: Set up Python @@ -1583,7 +1587,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-storage/hm-protobuf/uv.lock - name: Set up Python @@ -1603,106 +1607,6 @@ jobs: with: directory: data-storage/hm-protobuf - autogluon-test: - name: AutoGluon | Test - needs: detect-changes - if: ${{ needs.detect-changes.outputs.hm-autogluon == 'true' }} - runs-on: ubuntu-24.04 - environment: test - timeout-minutes: 10 - steps: - - name: Checkout - uses: actions/checkout@v4.2.2 - - name: Install uv - uses: astral-sh/setup-uv@v5.1.0 - with: - version: 0.5.13 - enable-cache: true - cache-dependency-glob: machine-learning/hm-autogluon/uv.lock - - name: Set up Python - uses: actions/setup-python@v5.3.0 - with: - python-version-file: machine-learning/hm-autogluon/pyproject.toml - - name: Install dependencies - working-directory: machine-learning/hm-autogluon - run: | - uv sync --dev - - name: Test - working-directory: machine-learning/hm-autogluon - run: | - uv run poe test-coverage - - name: Upload coverage to Codecov - uses: codecov/codecov-action@v5.1.2 - with: - directory: machine-learning/hm-autogluon - - dali-test: - name: DALI | Test - needs: detect-changes - if: ${{ false }} - # if: ${{ needs.detect-changes.outputs.dali == 'true' }} - runs-on: ubuntu-24.04 - environment: test - timeout-minutes: 10 - steps: - - name: Checkout - uses: actions/checkout@v4.2.2 - - name: Install uv - uses: astral-sh/setup-uv@v5.1.0 - with: - version: 0.5.13 - enable-cache: true - cache-dependency-glob: machine-learning/dali/uv.lock - - name: Set up Python - uses: actions/setup-python@v5.3.0 - with: - python-version-file: machine-learning/dali/pyproject.toml - - name: Install dependencies - working-directory: machine-learning/dali - run: | - uv sync --dev - - name: Test - working-directory: machine-learning/dali - run: | - uv run poe test-coverage - - name: Upload coverage to Codecov - uses: codecov/codecov-action@v5.1.2 - with: - directory: machine-learning/dali - - feature-store-test: - name: Feature Store | Test - needs: detect-changes - if: ${{ needs.detect-changes.outputs.feature-store == 'true' }} - runs-on: ubuntu-24.04 - environment: test - timeout-minutes: 10 - steps: - - name: Checkout - uses: actions/checkout@v4.2.2 - - name: Install uv - uses: astral-sh/setup-uv@v5.1.0 - with: - version: 0.5.13 - enable-cache: true - cache-dependency-glob: machine-learning/feature-store/uv.lock - - name: Set up Python - uses: actions/setup-python@v5.3.0 - with: - python-version-file: machine-learning/feature-store/pyproject.toml - - name: Install dependencies - working-directory: machine-learning/feature-store - run: | - uv sync --dev - - name: Test - working-directory: machine-learning/feature-store - run: | - uv run poe test-coverage - - name: Upload coverage to Codecov - uses: codecov/codecov-action@v5.1.2 - with: - directory: machine-learning/feature-store - cupy-test: name: CuPy | Test needs: detect-changes @@ -1716,7 +1620,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-analytics/hm-cupy/uv.lock - name: Set up Python @@ -1749,7 +1653,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-analytics/hm-numba/uv.lock - name: Set up Python @@ -1782,7 +1686,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-analytics/hm-pandas/uv.lock - name: Set up Python @@ -1815,7 +1719,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-analytics/hm-cudf/uv.lock - name: Set up Python @@ -1848,7 +1752,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-analytics/hm-polars/uv.lock - name: Set up Python @@ -1881,7 +1785,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-analytics/hm-geopandas/uv.lock - name: Set up Python @@ -1914,7 +1818,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-analytics/hm-networkx/uv.lock - name: Set up Python @@ -1947,7 +1851,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hugging-face/analyze-sentiment/uv.lock - name: Set up Python @@ -1980,7 +1884,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-gradio/applications/classify-image/uv.lock - name: Set up Python @@ -2013,7 +1917,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-streamlit/applications/live-line-chart/uv.lock - name: Set up Python @@ -2046,7 +1950,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-streamlit/applications/map/uv.lock - name: Set up Python @@ -2079,7 +1983,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: high-performance-computing/hm-jax/uv.lock - name: Set up Python @@ -2112,7 +2016,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-flax/uv.lock - name: Set up Python @@ -2132,6 +2036,139 @@ jobs: with: directory: machine-learning/hm-flax + autogluon-test: + name: AutoGluon | Test + needs: detect-changes + if: ${{ needs.detect-changes.outputs.hm-autogluon == 'true' }} + runs-on: ubuntu-24.04 + environment: test + timeout-minutes: 10 + steps: + - name: Checkout + uses: actions/checkout@v4.2.2 + - name: Install uv + uses: astral-sh/setup-uv@v5.1.0 + with: + version: 0.5.14 + enable-cache: true + cache-dependency-glob: machine-learning/hm-autogluon/uv.lock + - name: Set up Python + uses: actions/setup-python@v5.3.0 + with: + python-version-file: machine-learning/hm-autogluon/pyproject.toml + - name: Install dependencies + working-directory: machine-learning/hm-autogluon + run: | + uv sync --dev + - name: Test + working-directory: machine-learning/hm-autogluon + run: | + uv run poe test-coverage + - name: Upload coverage to Codecov + uses: codecov/codecov-action@v5.1.2 + with: + directory: machine-learning/hm-autogluon + + dali-test: + name: DALI | Test + needs: detect-changes + if: ${{ false }} + # if: ${{ needs.detect-changes.outputs.dali == 'true' }} + runs-on: ubuntu-24.04 + environment: test + timeout-minutes: 10 + steps: + - name: Checkout + uses: actions/checkout@v4.2.2 + - name: Install uv + uses: astral-sh/setup-uv@v5.1.0 + with: + version: 0.5.14 + enable-cache: true + cache-dependency-glob: machine-learning/dali/uv.lock + - name: Set up Python + uses: actions/setup-python@v5.3.0 + with: + python-version-file: machine-learning/dali/pyproject.toml + - name: Install dependencies + working-directory: machine-learning/dali + run: | + uv sync --dev + - name: Test + working-directory: machine-learning/dali + run: | + uv run poe test-coverage + - name: Upload coverage to Codecov + uses: codecov/codecov-action@v5.1.2 + with: + directory: machine-learning/dali + + feature-store-test: + name: Feature Store | Test + needs: detect-changes + if: ${{ needs.detect-changes.outputs.feature-store == 'true' }} + runs-on: ubuntu-24.04 + environment: test + timeout-minutes: 10 + steps: + - name: Checkout + uses: actions/checkout@v4.2.2 + - name: Install uv + uses: astral-sh/setup-uv@v5.1.0 + with: + version: 0.5.14 + enable-cache: true + cache-dependency-glob: machine-learning/feature-store/uv.lock + - name: Set up Python + uses: actions/setup-python@v5.3.0 + with: + python-version-file: machine-learning/feature-store/pyproject.toml + - name: Install dependencies + working-directory: machine-learning/feature-store + run: | + uv sync --dev + - name: Test + working-directory: machine-learning/feature-store + run: | + uv run poe test-coverage + - name: Upload coverage to Codecov + uses: codecov/codecov-action@v5.1.2 + with: + directory: machine-learning/feature-store + + sglang-test: + name: SGLang | Test + needs: detect-changes + if: ${{ needs.detect-changes.outputs.sglang == 'true' }} + runs-on: ubuntu-24.04 + environment: test + timeout-minutes: 10 + steps: + - name: Checkout + uses: actions/checkout@v4.2.2 + - name: Install uv + uses: astral-sh/setup-uv@v5.1.0 + with: + version: 0.5.14 + enable-cache: true + cache-dependency-glob: machine-learning/sglang/uv.lock + - name: Set up Python + uses: actions/setup-python@v5.3.0 + with: + python-version-file: machine-learning/sglang/pyproject.toml + - name: Install dependencies + working-directory: machine-learning/sglang + run: | + uv sync --dev + - name: Test + working-directory: machine-learning/sglang + run: | + uv run poe test-coverage + - name: Upload coverage to Codecov + uses: codecov/codecov-action@v5.1.2 + with: + directory: machine-learning/sglang + kubeflow-calculate-test: name: Kubeflow (calculate) | Test needs: detect-changes @@ -2145,7 +2182,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-kubeflow/pipelines/calculate/uv.lock - name: Set up Python @@ -2178,7 +2215,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-kubeflow/pipelines/classify-mnist/uv.lock - name: Set up Python @@ -2211,7 +2248,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/mineru/uv.lock - name: Set up Python @@ -2250,7 +2287,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-docling/uv.lock - name: Set up Python @@ -2283,7 +2320,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-langchain/applications/chat-pdf/uv.lock - name: Set up Python @@ -2316,7 +2353,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-langgraph/applications/chat-pdf/uv.lock - name: Set up Python @@ -2349,7 +2386,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-llama-index/applications/chat-pdf/uv.lock - name: Set up Python @@ -2382,7 +2419,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-mlflow/experiments/classify-mnist/uv.lock - name: Set up Python @@ -2415,7 +2452,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-mlflow/experiments/predict-diabetes/uv.lock - name: Set up Python @@ -2448,7 +2485,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/neural-forecasting/forecast-air-passenger-number/uv.lock - name: Set up Python @@ -2481,7 +2518,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: hardware-in-the-loop/national-instruments/hm-pyvisa/uv.lock - name: Set up Python @@ -2514,7 +2551,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: hardware-in-the-loop/national-instruments/hm-tdms/uv.lock - name: Set up Python @@ -2547,7 +2584,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: hardware-in-the-loop/national-instruments/veristand/hm-veristand/uv.lock - name: Set up Python @@ -2580,7 +2617,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: computer-vision/hm-imagebind/uv.lock - name: Set up Python @@ -2613,7 +2650,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: computer-vision/open-clip/uv.lock - name: Set up Python @@ -2646,7 +2683,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: computer-vision/hm-open3d/uv.lock - name: Set up Python @@ -2679,7 +2716,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: aerospace/hm-aerosandbox/uv.lock - name: Set up Python @@ -2712,7 +2749,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: aerospace/hm-openaerostruct/uv.lock - name: Set up Python @@ -2745,7 +2782,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-orchestration/hm-prefect/workflows/calculate/uv.lock - name: Set up Python @@ -2778,7 +2815,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-orchestration/hm-prefect/workflows/greet/uv.lock - name: Set up Python @@ -2811,7 +2848,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-orchestration/hm-prefect/workflows/print-platform/uv.lock - name: Set up Python @@ -2844,7 +2881,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: cloud-security/hm-prowler/uv.lock - name: Set up Python @@ -2877,7 +2914,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: cloud-infrastructure/hm-pulumi/uv.lock - name: Set up Python @@ -2910,7 +2947,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: computer-vision/hm-pyvista/mount-saint-helens/uv.lock - name: Set up Python @@ -2943,7 +2980,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: cloud-computing/hm-ray/applications/calculate/uv.lock - name: Set up Python @@ -2976,7 +3013,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: cloud-computing/hm-ray/applications/process-flight-data/uv.lock - name: Set up Python @@ -3009,7 +3046,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/reinforcement-learning/cart-pole/uv.lock - name: Set up Python @@ -3042,7 +3079,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/stable-diffusion/uv.lock - name: Set up Python @@ -3075,7 +3112,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: embedded/hm-serial/uv.lock - name: Set up Python @@ -3108,7 +3145,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: embedded/pack-unpack-data/uv.lock - name: Set up Python @@ -3141,7 +3178,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: cloud-computing/hm-skypilot/uv.lock - name: Set up Python @@ -3174,7 +3211,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: quantum-computing/uv.lock - name: Set up Python @@ -3207,7 +3244,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/hm-supervision/detect-objects/uv.lock - name: Set up Python @@ -3240,7 +3277,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: hm-xxhash/uv.lock - name: Set up Python @@ -3273,7 +3310,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-processing/hm-spark/applications/analyze-coffee-customers/uv.lock - name: Set up Python @@ -3306,7 +3343,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-processing/hm-spark/applications/find-retired-people-python/uv.lock - name: Set up Python @@ -3362,7 +3399,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-processing/hm-spark/applications/find-taxi-top-routes/uv.lock - name: Set up Python @@ -3395,7 +3432,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-processing/hm-spark/applications/find-taxi-top-routes-sql/uv.lock - name: Set up Python @@ -3451,7 +3488,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-processing/hm-spark/applications/recommend-movies/uv.lock - name: Set up Python @@ -3777,7 +3814,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-visualization/grafana/hm-dashboard/uv.lock - name: Set up Python @@ -3839,7 +3876,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-visualization/iads/iads-data-manager/iads-config-reader/uv.lock - name: Set up Python @@ -3872,7 +3909,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: data-visualization/iads/iads-data-manager/iads-data-reader/uv.lock - name: Set up Python @@ -4010,7 +4047,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/graph-neural-network/uv.lock - name: Set up Python @@ -4045,7 +4082,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/graph-neural-network/uv.lock - name: Set up Python @@ -4076,7 +4113,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/convolutional-neural-network/uv.lock - name: Set up Python @@ -4111,7 +4148,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/convolutional-neural-network/uv.lock - name: Set up Python @@ -4179,7 +4216,7 @@ jobs: - name: Install uv uses: astral-sh/setup-uv@v5.1.0 with: - version: 0.5.13 + version: 0.5.14 enable-cache: true cache-dependency-glob: machine-learning/convolutional-neural-network/uv.lock - name: Set up Python diff --git a/.mergify.yml b/.mergify.yml index 24634fd3b2..2996bcfdac 100644 --- a/.mergify.yml +++ b/.mergify.yml @@ -278,15 +278,6 @@ pull_request_rules: - or: - check-success=Protobuf | Test - check-skipped=Protobuf | Test - - or: - - check-success=AutoGluon | Test - - check-skipped=AutoGluon | Test - # - or: - # - check-success=DALI | Test - # - check-skipped=DALI | Test - - or: - - check-success=Feature Store | Test - - check-skipped=Feature Store | Test - or: - check-success=CuPy | Test - check-skipped=CuPy | Test @@ -326,6 +317,18 @@ pull_request_rules: - or: - check-success=Flax | Test - check-skipped=Flax | Test + - or: + - check-success=AutoGluon | Test + - check-skipped=AutoGluon | Test + # - or: + # - check-success=DALI | Test + # - check-skipped=DALI | Test + - or: + - check-success=Feature Store | Test + - check-skipped=Feature Store | Test + - or: + - check-success=SGLang | Test + - check-skipped=SGLang | Test - or: - check-success=Kubeflow (calculate) | Test - check-skipped=Kubeflow (calculate) | Test diff --git a/Makefile b/Makefile index 738fe3b54f..b91c0f250b 100644 --- a/Makefile +++ b/Makefile @@ -382,6 +382,7 @@ static-type-check-python: uv run poe static-type-check-python --package=machine-learning.hm-mlflow.experiments.classify-mnist uv run poe static-type-check-python --package=machine-learning.hm-mlflow.experiments.predict-diabetes uv run poe static-type-check-python --package=machine-learning.hm-rasa + uv run poe static-type-check-python --package=machine-learning.hm-sglang uv run poe static-type-check-python --package=machine-learning.hm-streamlit.applications.live-line-chart uv run poe static-type-check-python --package=machine-learning.hm-streamlit.applications.map uv run poe static-type-check-python --package=machine-learning.hm-supervision.detect-objects diff --git a/README.md b/README.md index 370c631877..3437cd3f70 100644 --- a/README.md +++ b/README.md @@ -443,6 +443,7 @@ The diagram illustrates the repository's architecture, which is considered overl - **MinerU** - Document data extraction - **Docling** - Document data extraction - **pypdf** - PDF manipulation +- **SGLang** - Large language model (LLM) and visual language model (VLM) serving framework - **LiteLLM** - LLM gateway - **Open WebUI** - AI chat interface - **Open WebUI Pipelines** - OpenAI API plugin framework diff --git a/machine-learning/hm-sglang/Makefile b/machine-learning/hm-sglang/Makefile new file mode 100644 index 0000000000..c9d7b68cfa --- /dev/null +++ b/machine-learning/hm-sglang/Makefile @@ -0,0 +1,18 @@ +uv-install-python:: + uv python install +uv-update-lock-file: + uv lock +uv-install-dependencies: + uv sync --dev + +uv-run-download-model: + uv run poe download-model +uv-run-launch-server: + uv run poe launch-server + +uv-run-dev: + uv run poe dev +uv-run-test: + uv run poe test +uv-run-test-coverage: + uv run poe test-coverage diff --git a/machine-learning/hm-sglang/pyproject.toml b/machine-learning/hm-sglang/pyproject.toml new file mode 100644 index 0000000000..da771c0ec9 --- /dev/null +++ b/machine-learning/hm-sglang/pyproject.toml @@ -0,0 +1,34 @@ +[project] +name = "hm-sglang" +version = "1.0.0" +requires-python = "~=3.12.0" +dependencies = [ + "flashinfer", + "sglang[all]==0.4.1.post3", +] + +[dependency-groups] +dev = [ + "huggingface-hub==0.27.0", + "poethepoet==0.32.0", + "pytest==8.3.4", + "pytest-cov==6.0.0", +] + +[tool.uv] +package = false + +[tool.uv.sources] +flashinfer = { index = "flashinfer" } + +[[tool.uv.index]] +name = "flashinfer" +url = "https://flashinfer.ai/whl/cu124/torch2.4" + +[tool.poe.tasks] +download-model = "python src/download_model.py" +launch-server = "python -m sglang.launch_server --model-path=Qwen/Qwen2.5-0.5B-Instruct --port=19863" + +dev = "python src/main.py" +test = "pytest --verbose --verbose" +test-coverage = "pytest --cov=. --cov-report=xml" diff --git a/machine-learning/hm-sglang/src/download_model.py b/machine-learning/hm-sglang/src/download_model.py new file mode 100644 index 0000000000..ab611daf14 --- /dev/null +++ b/machine-learning/hm-sglang/src/download_model.py @@ -0,0 +1,18 @@ +import logging + +from huggingface_hub import snapshot_download + +logger = logging.getLogger(__name__) + + +def download_model() -> None: + logger.info("Downloading model...") + model_path = snapshot_download("Qwen/Qwen2.5-0.5B-Instruct") + logger.info(f"Model downloaded successfully to: {model_path}") + + +if __name__ == "__main__": + logging.basicConfig( + level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s" + ) + download_model() diff --git a/machine-learning/hm-sglang/src/dummy_test.py b/machine-learning/hm-sglang/src/dummy_test.py new file mode 100644 index 0000000000..82960647c8 --- /dev/null +++ b/machine-learning/hm-sglang/src/dummy_test.py @@ -0,0 +1,3 @@ +class TestDummy: + def test_dummy(self): + assert 1 + 1 == 2 diff --git a/machine-learning/hm-sglang/src/main.py b/machine-learning/hm-sglang/src/main.py new file mode 100644 index 0000000000..68ece13714 --- /dev/null +++ b/machine-learning/hm-sglang/src/main.py @@ -0,0 +1,33 @@ +import logging + +import sglang as sgl +from sglang.lang.ir import SglExpr + +logger = logging.getLogger(__name__) + + +@sgl.function +def ask_question(s: SglExpr, question: str) -> None: + s += sgl.system("You are a helpful assistant.") + s += sgl.user(question) + s += sgl.assistant(sgl.gen("answer", max_tokens=512)) + + +def get_answer(question: str) -> str: + sgl.set_default_backend(sgl.RuntimeEndpoint("http://localhost:19863")) + state = ask_question.run(question=question) + return state["answer"] + + +def main() -> None: + question = "Can you explain how large language models work and what makes them effective for tasks like natural language understanding and generation?" + answer = get_answer(question) + logger.info(f"Q: {question}") + print(f"A: {answer}") + + +if __name__ == "__main__": + logging.basicConfig( + level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s" + ) + main() diff --git a/machine-learning/hm-sglang/uv.lock b/machine-learning/hm-sglang/uv.lock new file mode 100644 index 0000000000..f4ccee382b --- /dev/null +++ b/machine-learning/hm-sglang/uv.lock @@ -0,0 +1,2281 @@ +version = 1 +requires-python = ">=3.12.0, <3.13" +resolution-markers = [ + "platform_system 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