workbench

View on PyPIReverse Dependencies (0)

0.8.118 workbench-0.8.118-py3-none-any.whl

Wheel Details

Project: workbench
Version: 0.8.118
Filename: workbench-0.8.118-py3-none-any.whl
Download: [link]
Size: 471624
MD5: 56b678728bcff30807b76d6037d52be6
SHA256: 785889c51f8065b6fa2fb7412745360d6fe4696545348a45f8b55be02df10a56
Uploaded: 2025-03-13 22:33:39 +0000

dist-info

METADATA

Metadata-Version: 2.2
Name: workbench
Version: 0.8.118
Summary: Workbench: A Dashboard and Python API for creating and deploying AWS SageMaker Model Pipelines
Author-Email: SuperCowPowers LLC <support[at]supercowpowers.com>
Project-Url: Homepage, https://github.com/SuperCowPowers/workbench
License: MIT
Keywords: SageMaker,Machine Learning,AWS,Python,Utilities
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.9
Requires-Dist: boto3 (>=1.31.76)
Requires-Dist: botocore (>=1.31.76)
Requires-Dist: redis (>=5.0.1)
Requires-Dist: numpy (>=1.26.4)
Requires-Dist: pandas (>=2.2.1)
Requires-Dist: awswrangler (>=3.4.0)
Requires-Dist: sagemaker (>=2.143)
Requires-Dist: cryptography (>=44.0.2)
Requires-Dist: ipython (>=8.17.2)
Requires-Dist: pyreadline3; sys_platform == "win32"
Requires-Dist: scikit-learn (>=1.5.2)
Requires-Dist: joblib (>=1.3.2)
Requires-Dist: requests (>=2.26.0)
Requires-Dist: rdkit (>=2024.9.5)
Requires-Dist: mordredcommunity (>=2.0.6)
Requires-Dist: xgboost (>=2.0.3); extra == "ml-tools"
Requires-Dist: shap (>=0.46.0); extra == "ml-tools"
Requires-Dist: networkx (>=3.2); extra == "ml-tools"
Requires-Dist: plotly (>=5.18.0); extra == "ui"
Requires-Dist: dash (>=2.16.1); extra == "ui"
Requires-Dist: dash-bootstrap-components (>=1.6.0); extra == "ui"
Requires-Dist: dash-bootstrap-templates (>=1.3.0); extra == "ui"
Requires-Dist: dash_ag_grid; extra == "ui"
Requires-Dist: tabulate (>=0.9.0); extra == "ui"
Requires-Dist: matplotlib (>=3.9.2); extra == "ui"
Requires-Dist: pytest; extra == "dev"
Requires-Dist: pytest-sugar; extra == "dev"
Requires-Dist: coverage; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: flake8; extra == "dev"
Requires-Dist: black; extra == "dev"
Requires-Dist: xgboost (>=2.0.3); extra == "all"
Requires-Dist: shap (>=0.46.0); extra == "all"
Requires-Dist: networkx (>=3.2); extra == "all"
Requires-Dist: plotly (>=5.18.0); extra == "all"
Requires-Dist: dash (>=2.16.1); extra == "all"
Requires-Dist: dash-bootstrap-components (>=1.6.0); extra == "all"
Requires-Dist: dash-bootstrap-templates (>=1.3.0); extra == "all"
Requires-Dist: dash_ag_grid; extra == "all"
Requires-Dist: tabulate (>=0.9.0); extra == "all"
Requires-Dist: pytest; extra == "all"
Requires-Dist: pytest-sugar; extra == "all"
Requires-Dist: coverage; extra == "all"
Requires-Dist: pytest-cov; extra == "all"
Requires-Dist: flake8; extra == "all"
Requires-Dist: black; extra == "all"
Provides-Extra: ml-tools
Provides-Extra: ui
Provides-Extra: dev
Provides-Extra: all
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 6830 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (76.0.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
workbench/__init__.py sha256=AR2jallDX_A64p70SF7CHwAkfdkrRR7T-Jl4PoHwyws 1241
workbench/algorithms/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/algorithms/dataframe/Readme.md sha256=ZoCEi2BRJ4ZH0wlkFELTV_njIvYt7Wnhanuv4eoFluw 378
workbench/algorithms/dataframe/__init__.py sha256=AXpwD4WYOk7odNS9vaKSO0DM-bMRuC93faq0JAltQ54 419
workbench/algorithms/dataframe/data_source_eda.py sha256=5AdQn7dXGcK5a2IceaLqel2b9WAJNTJv-GYBIPGzusY 1606
workbench/algorithms/dataframe/feature_space_proximity.py sha256=dMjPBdENIJarxTijAYQr0gscj9t_Xiz8X5G1bNkxw_Y 3563
workbench/algorithms/dataframe/fingerprint_proximity.py sha256=KvwjCyjrizIDFnxNW8W39OKTAZ4BRHWLnySdXPXi8YE 7978
workbench/algorithms/dataframe/projection_2d.py sha256=WVMo0ZTKJ_d-ksAB4PdRHNWUErjUACOjf76uTrW9jrg 5412
workbench/algorithms/dataframe/proximity.py sha256=y8HFoOSUxpCUGZrmFSjCgxnHnOp-UN8THvhR8qi1jew 11441
workbench/algorithms/dataframe/quantile_regression.py sha256=eoXCZX6kCOE_xlYCDPEr05ffK1mBvmeQiBgoRktSWOo 13211
workbench/algorithms/dataframe/storage/aggregation.py sha256=VuTb7A6Vh6IS5djZeItvOLnnEOlf7tzMQ8OaYIuftvU 2852
workbench/algorithms/dataframe/storage/feature_resolution.py sha256=w_iLf8EFTg7Jc5laH-bsq8MEtZVqcg05W-GihCqR-r4 9450
workbench/algorithms/dataframe/storage/feature_spider.py sha256=uIZ4JHIKuhpy08wBFReSrohb5DGxx8vGroHUbjPm1jE 14353
workbench/algorithms/dataframe/storage/residuals_calculator.py sha256=pHKvJPlXl8iVOCiVXTui4j8DaGV6V-QsjslzngV44DM 8766
workbench/algorithms/dataframe/storage/row_tagger.py sha256=wXOA6UaxKqt204rld6EnRnxGX1f5BsQUjZjpjDjygrI 6196
workbench/algorithms/dataframe/storage/target_gradients.py sha256=lG8Naw2d0QTVmhiZ61YH-ARwT3wO_3kSGinbladqGWQ 4985
workbench/algorithms/graph/__init__.py sha256=Hi2vBi-qw2OPLZnCu5qVTDdorRMOd3wNItxP7kHTPEE 199
workbench/algorithms/graph/heavy/Readme.md sha256=QzefnMevGXHBtaP3umzMNn2KEdNQMvJkJNbhkrUw7QE 96
workbench/algorithms/graph/light/Readme.md sha256=8kP_hRrRC6JtKtl5qyTwrV6gdO5rz6uq54c8WW1fTLg 122
workbench/algorithms/graph/light/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/algorithms/graph/light/proximity_graph.py sha256=xY0Kp5Hp_D5IK-FlN8FUuWcqmJKb8ng5PUVV-etNfYU 8305
workbench/algorithms/spark/Readme.md sha256=18bPoFISlT3Ls5t1cBGb5N5Z6lOWyJupQkQxab1wcO4 615
workbench/algorithms/sql/Readme.md sha256=fzm4jQ-unJWT-fp5JhIjpApYSAqHUGSiuHE0eNfbF4A 685
workbench/algorithms/sql/__init__.py sha256=TbOZQwCfx6Tjc3pCCLCiM31wpCX26j5MBNQ6yG11EwY 462
workbench/algorithms/sql/column_stats.py sha256=fq-rIkhDhewblrfzZ0Qf7r4VoOK-SsNb45s2JoC035Y 6111
workbench/algorithms/sql/correlations.py sha256=bWzBcBu5XbWM7UNmbnInkvo7rGws6cBz0ND_TjWwsSk 3935
workbench/algorithms/sql/descriptive_stats.py sha256=LuBkVMoZIbXx26g-HmOhjO1w5jQaWZUt8ommfp7Qpa0 4074
workbench/algorithms/sql/outliers.py sha256=2MdhLMigbLGR3z37_TRLcFLcJLa3mP-uOj-4cRzyykI 10792
workbench/algorithms/sql/sample_rows.py sha256=MSEo8I78HNKxO4S9zPge2d4P3rWwJqd5Bzz1wGWG4bk 2555
workbench/algorithms/sql/value_counts.py sha256=KZKo8Gamaxwc6ICaw1LhIBLvmmaeYTN8iXpoJeKVU_0 3492
workbench/api/__init__.py sha256=kvrP70ypDOMdPGj_Eeftdh8J0lu_1qQVne6GXMkD4_E 1027
workbench/api/compound.py sha256=BHd3Qu4Ra45FEuwiowhFfGMI_HKRRB10XMmoS6ljKrM 2541
workbench/api/data_source.py sha256=hUfZTCGps1ry-bwoqdYJgK4eJ8UdDwWpLQsHdNa4p4w 8321
workbench/api/df_store.py sha256=Wybb3zO-jPpAi2Ns8Ks1-lagvXAaBlRpBZHhnnl3Lms 6131
workbench/api/endpoint.py sha256=BP27Cpnw9_bE9avZskb6n1r013fT-N_Qe_TmM8yibhQ 3303
workbench/api/feature_set.py sha256=Cq_zhzm8BFfLUpaeN_9tzDVd53_wKKHvwfhY08dM76I 5851
workbench/api/graph_store.py sha256=LremJyPrQFgsHb7hxsctuCsoxx3p7TKtaY5qALHe6pc 4372
workbench/api/meta.py sha256=knUUfNhYwgHLof6ny8MJlwhGckzBCif-y2vzZuBacPE 8438
workbench/api/model.py sha256=e-GP70ndRA0C_7qwyxcOIynAr9lsiM2HacWNDDDh9uw 2856
workbench/api/monitor.py sha256=g80L9cPRuAPO-EdHt9yMSqy_mJBTMdv74bgKySTrc9M 5261
workbench/api/parameter_store.py sha256=A554jxpGa-wfvjmFmykRQp7sWhjcYbVmAUfgISMsqxI 9208
workbench/api/pipeline.py sha256=Jvc7K0b46OAzF4OZBTwt-xrjNOML_KC0FYnqqCpoOcE 6261
workbench/cached/__init__.py sha256=wvTyIFvusv2HjU3yop6OSr3js5_-SZuR8nPmlCuZQJ4 525
workbench/cached/cached_data_source.py sha256=Uilfrs60zBSQ9ycnsBGvXJM37ipL1ysHbLlcfFyssIE 2664
workbench/cached/cached_endpoint.py sha256=oYrpT-zSA6S4J2AswnpoTDxMX5WoXgJQA3fsVrZYVF0 2630
workbench/cached/cached_feature_set.py sha256=3ovogFHNQDvF5TmG-uAG-wVM0BU7sw85D8p01RFXFyk 2756
workbench/cached/cached_meta.py sha256=k72dVqkEr7CxgqQfr9aIUKWYIO8BKGrDTyKvEwLxemA 12473
workbench/cached/cached_model.py sha256=eu0-sPgjqjGm-h6hQvtYB2FiQDYbMnsF3_CMVud3Dns 4348
workbench/cached/cached_pipeline.py sha256=COFOZPXNRixvIaY-nrNe--d12_fnzlY3ri9QuQlb9h4 1948
workbench/core/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/artifacts/__init__.py sha256=ps7rA_rbWnDbvWbg4kvu--IKMY8WmbPRyv4Si0xub1Q 965
workbench/core/artifacts/artifact.py sha256=YenBchUAiyIImub7crmtqhSLuwI8j0332PRDuGaWaLs 17278
workbench/core/artifacts/athena_source.py sha256=cD3t4-4os4ELevvTkdgui-A68QGMWWUXJQErsgEhAhc 26240
workbench/core/artifacts/cached_artifact_mixin.py sha256=lZwcLO8Vp9bowlVdlcNomIeul9y8W96F9jAuWNxv38U 3755
workbench/core/artifacts/data_source_abstract.py sha256=PuTl-xGKj4gWPFbak7CTGNPNHCzzQMQdAutkv4X4izE 11238
workbench/core/artifacts/data_source_factory.py sha256=pnzNTByXulg0fUJEdAJKfC3Ci-pCXyxbF_4G60M44Uc 2380
workbench/core/artifacts/endpoint_core.py sha256=QCLRD4sRwzSSIZqSkA6BANMfE096Y4FkGfYQc6iZDaU 44268
workbench/core/artifacts/feature_set_core.py sha256=ZADMzDP2W782iMPnCHmoPCyJA5FGqC7mRoMr2FUpeSg 27645
workbench/core/artifacts/model_core.py sha256=HNvPAZs8ox-HFOrPP0Zy_DIfH-MWM5lPU7ngTCmhmZs 47632
workbench/core/artifacts/monitor_core.py sha256=VzlPVyfE1kVLgeE6RY54zZa_fligDzZRe9DXs5GIAxY 20920
workbench/core/cloud_platform/cloud_meta.py sha256=J3qqMLdzikRRI9TC7UEk9Ib2-64ovU8X-lzLxhze1uY 8669
workbench/core/cloud_platform/aws/README.md sha256=QT5IQXoUHbIA0qQ2wO6_2P2lYjYQFVYuezc22mWY4i8 97
workbench/core/cloud_platform/aws/aws_account_clamp.py sha256=YRZ_DufSNfuKgW7q9oanSwqlhZecbnapNW-twBajUX8 5683
workbench/core/cloud_platform/aws/aws_df_store.py sha256=VLr9DldLIq7_zjkQnnpu54kXx3s1qfcErXtUmiG9HZw 13804
workbench/core/cloud_platform/aws/aws_graph_store.py sha256=ytYxQTplUmeWbsPmxyZbf6mO9qyTl60ewlJG8MyfyEY 9414
workbench/core/cloud_platform/aws/aws_meta.py sha256=Gbx4WcMT2dOCQ9p94beDUh-bWkHoa6CXbX8vcqamlYg 33653
workbench/core/cloud_platform/aws/aws_session.py sha256=9NbDNMBbSxoLvha_oMji8j9pwnzGE9oiejCwLTf5n9o 6812
workbench/core/cloud_platform/aws/cache_dataframe.py sha256=NGS4FHJnghFNob49BaauuCx_uySNuOzMiPEYAMnaUd0 1673
workbench/core/cloud_platform/azure/README.md sha256=ciIXZwjtOPYf9ViquFQxjLKuFwje_hZJHJ2hMQghziI 101
workbench/core/cloud_platform/gcp/README.md sha256=MzObe3mWQzjviKD2aXlAV9r_bU4HzTJGapWRsFn6pCU 106
workbench/core/pipelines/pipeline_executor.py sha256=_4vQ2wEmx-vXnDymphGo8EvWh4iRO7XeuweJ8wgjHvY 6890
workbench/core/transforms/Readme.md sha256=lrZ-7zpgnjD2C2p_UvX-gTduH_wPW9YNiNAN_LuxhdE 1432
workbench/core/transforms/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/transform.py sha256=2uhy58V9DR5qs4u4LXO5Vk-AdStUQMWHF0q_mWtezeU 5660
workbench/core/transforms/data_loaders/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/data_loaders/heavy/__init__.py sha256=Kzl8OMjfxwO0j37VTrClf6oBJYdx9GOeY2fQaYm9mHA 298
workbench/core/transforms/data_loaders/heavy/s3_heavy_to_data_source.py sha256=Byr7m0dy7p07TZKHvbK8ZghooFn8N55AvyiUmpA_yOM 9856
workbench/core/transforms/data_loaders/light/__init__.py sha256=REAFWwqHlIbHcnJVDRGIq8Gcq4-2kb2QFY1R3fflkZs 543
workbench/core/transforms/data_loaders/light/csv_to_data_source.py sha256=vjVTJ7-BSwqtFUgjCCGDuyFuykI8ZCFMpMfiKbaJ0BQ 3017
workbench/core/transforms/data_loaders/light/json_to_data_source.py sha256=S3bpv2Y12DS7oz-0WEFLxzXxRbzDKsRC_yl1_PniLDU 2933
workbench/core/transforms/data_loaders/light/s3_to_data_source_light.py sha256=Hplw_pO36i-JunApmdCkFLZfQ6CrltQ6-fWIq22YhQQ 4234
workbench/core/transforms/data_to_data/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/data_to_data/heavy/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/data_to_data/heavy/emr/Readme.md sha256=YtQgCEQeKe0CQXQkhzMTYq9xOtCsCYb5P5LW2BmRKWQ 68
workbench/core/transforms/data_to_data/heavy/glue/Readme.md sha256=TuyCatWfoDr99zUwvOcxf-TqMkQzaMqXlj5nmFcRzfo 48
workbench/core/transforms/data_to_data/light/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/data_to_data/light/clean_data.py sha256=EV4ZGP7YUgmP_DPLRXYYSTUaHNIH3-JT3C3jiD9wwtg 2255
workbench/core/transforms/data_to_data/light/data_to_data_light.py sha256=sLZJ2qjzfLCWOF2XxknljcBCbIxm6svqxA6L1rXoBa8 2693
workbench/core/transforms/data_to_features/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/data_to_features/heavy/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/data_to_features/heavy/chunk/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/data_to_features/heavy/chunk/data_to_features_chunk.py sha256=Uo-hMu4eRJS9dwi2qaPJRkcV5SG-AQtz99raERqi6zA 4558
workbench/core/transforms/data_to_features/heavy/emr/Readme.md sha256=YtQgCEQeKe0CQXQkhzMTYq9xOtCsCYb5P5LW2BmRKWQ 68
workbench/core/transforms/data_to_features/heavy/glue/Readme.md sha256=TuyCatWfoDr99zUwvOcxf-TqMkQzaMqXlj5nmFcRzfo 48
workbench/core/transforms/data_to_features/heavy/storage/data_to_features_heavy_old.py sha256=b-E5zHbeFuoKGEPsF9w6vTAtu9zY6SZvO1vmeGeGyfw 6438
workbench/core/transforms/data_to_features/light/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/data_to_features/light/data_to_features_light.py sha256=zwV_X4DE1KCW4qiHdyYrM8uOJ7mvJBXNGLE9W1lZsmA 3592
workbench/core/transforms/data_to_features/light/molecular_descriptors.py sha256=fZ63RVitNhdprzuGQwEXhwIJVDgISeDUJVluhScDhK0 2460
workbench/core/transforms/features_to_features/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/features_to_features/heavy/emr/Readme.md sha256=YtQgCEQeKe0CQXQkhzMTYq9xOtCsCYb5P5LW2BmRKWQ 68
workbench/core/transforms/features_to_features/heavy/glue/Readme.md sha256=TuyCatWfoDr99zUwvOcxf-TqMkQzaMqXlj5nmFcRzfo 48
workbench/core/transforms/features_to_model/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/features_to_model/features_to_model.py sha256=QoarjrYiHwKhDowUvu_eWJ3fUOzxNpS6_uYd73_4tNU 18185
workbench/core/transforms/model_to_endpoint/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/core/transforms/model_to_endpoint/model_to_endpoint.py sha256=iTVqdmKQfzbl0au0jh8hTfWRR2YnnKFT30rcG2QlkcA 4538
workbench/core/transforms/pandas_transforms/__init__.py sha256=xL4MT8-fZ1SFqDbTLc8XyxjupHtB1YR6Ej0AC2nwd7I 894
workbench/core/transforms/pandas_transforms/data_to_pandas.py sha256=tvtfbYKvmDfeUh0v5gRd-ut-u5RVoViYlAr4V9rQCmc 3621
workbench/core/transforms/pandas_transforms/features_to_pandas.py sha256=C6qm5ENnuQbvQGsiHqr_vleASzPY27wEswif16auDXo 3441
workbench/core/transforms/pandas_transforms/pandas_to_data.py sha256=25fKwTUrWHhya61ikjuiHDSowFtjntSlczPhVjgWrUE 9181
workbench/core/transforms/pandas_transforms/pandas_to_features.py sha256=RsCIXPrVld85Zj8OwXQ5B5TlVCNaI7usmFEcnQ9xp0o 20183
workbench/core/transforms/pandas_transforms/pandas_to_features_chunked.py sha256=d5BMIbnyrwTh-XXs9o4DoErKra6d3QoYkmnPnDGGppQ 4422
workbench/core/views/__init__.py sha256=UZJMAJBCMVM3uSYmnFg8c2LWtdu9-479WNAdVMIohAc 962
workbench/core/views/column_subset_view.py sha256=c4PGkDWgq52SP8ZZ1-Ws3wj9yC4qXKBHbmn_99kJnkc 4261
workbench/core/views/computation_view.py sha256=eDDVu5WQrNLXlPSsozXobpXuT66amVYhs8NrE6mqtsE 2333
workbench/core/views/create_view.py sha256=2Ykzb2NvJGoD4PP4k2Bka46GDog9iGG5SWnAcs2Xmhg 1960
workbench/core/views/display_view.py sha256=9K4O77ZnKOh93aMRhxcQJQ1lqScLhuJnU_tHtYZ_U4E 2598
workbench/core/views/inference_view.py sha256=EbwLaGHmQgo4B5iUDI2-faqL-00bWIWkFobRud4ebQ4 3293
workbench/core/views/pandas_to_view.py sha256=rQlyhMXLz2zkOmzSqfz1ijqeGGohflrtaNrSLPHCU7c 6198
workbench/core/views/training_view.py sha256=mUkv1oVhDG-896RdLNKxCg0j0yvudEcPnvL5EH8WERQ 6359
workbench/core/views/view.py sha256=tgnyayF0klyWXy1KojMmjuh_Xkk4qPnN6KecQ3lRDiA 11764
workbench/core/views/view_utils.py sha256=y0YuPW-90nAfgAD1UW_49-j7Mvncfm7-5rV8I_97CK8 12274
workbench/core/views/storage/mdq_view.py sha256=ecdKwLGjw63liKczL9Lf67twzcAB6N7GicqcmUIzwdo 5195
workbench/model_scripts/script_generation.py sha256=53SN8I19_LUddpms8otAVGc10zRMT7fYBdFmTs86C2U 7386
workbench/model_scripts/custom_models/chem_info/Readme.md sha256=mH1lxJ4Pb7F5nBnVXaiuxpi8zS_yjUw_LBJepVKXhlA 574
workbench/model_scripts/custom_models/chem_info/local_utils.py sha256=o8fAv-aULkif-Yjwaice4g4KRl3X5ZJq06iJqZbuRr0 21995
workbench/model_scripts/custom_models/chem_info/molecular_descriptors.py sha256=E8SK4oOHaYnYx4ycQJ6R7yg799kjtbipM3KEc8SPArQ 3011
workbench/model_scripts/custom_models/chem_info/morgan_fingerprints.py sha256=tMyMmeN1xajVWkqkV5mobYB8CYkzW9FRH8Vi3t81uo8 3231
workbench/model_scripts/custom_models/chem_info/requirements.txt sha256=7HBUzvNiM8lOir-UfQabXYlUp3gxdGJ42u18EuSMGjc 39
workbench/model_scripts/custom_models/chem_info/tautomerize.py sha256=KAxTAqtTql4_FvnrAyYRgaJEmtAx399HXA_iw_awa08 3125
workbench/model_scripts/custom_models/network_security/Readme.md sha256=Z2gtiu0hLHvEJ1x-_oFq3qJZcsK81sceBAGAGltpqQ8 222
workbench/model_scripts/custom_models/proximity/Readme.md sha256=RlMFAJZgAT2mCgDk-UwR_R0Y_NbCqeI5-8DUsxsbpWQ 289
workbench/model_scripts/custom_models/proximity/feature_space_proximity.template sha256=IcOxLsktvERcbEd5FDT6xcm5uT2Qsh3HWdZfJhEyN0E 4709
workbench/model_scripts/custom_models/proximity/generated_model_script.py sha256=NbOFF0cDBJDzsxpA_yQLTm7x1qjSGMFYTthv5bsIQw8 4932
workbench/model_scripts/custom_models/proximity/proximity.py sha256=y8HFoOSUxpCUGZrmFSjCgxnHnOp-UN8THvhR8qi1jew 11441
workbench/model_scripts/custom_models/proximity/requirements.txt sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/model_scripts/custom_script_example/custom_model_script.py sha256=tWU9Ip3pZ65hBrVEpmnrClWajhscPHR5oyMuSPeCxhw 6422
workbench/model_scripts/custom_script_example/requirements.txt sha256=jWlGc7HH7vqyukTm38LN4EyDi8jDUPEay4n45z-30uc 104
workbench/model_scripts/light_quant_regression/generated_model_script.py sha256=G2NrewDfKOP1qWO8WXtURzRG_gKIMA8kzWhn9F3746I 10956
workbench/model_scripts/light_quant_regression/quant_regression.template sha256=Iu0RRLXe4aqQxyEbB10OCNVOtZtYiuYKgP8rg1bEnYM 10552
workbench/model_scripts/light_quant_regression/requirements.txt sha256=jWlGc7HH7vqyukTm38LN4EyDi8jDUPEay4n45z-30uc 104
workbench/model_scripts/light_scikit_learn/generated_model_script.py sha256=rIEoPb1uVVWgda-UDkd_bKrhK4f0yFl80thigGJYofo 12882
workbench/model_scripts/light_scikit_learn/requirements.txt sha256=4lK4xudGt2JRa_g2-uCC5Lx2pmBKp4aaFZ_xe181ypU 115
workbench/model_scripts/light_scikit_learn/scikit_learn.template sha256=kOwn1QpIq_ExqhERieWlJ-8hT3lcNnRvRK6Gba8FJ10 12693
workbench/model_scripts/light_xgb_model/generated_model_script.py sha256=49dm5BO3Q8X3VMPV5dwcsKeOwqH2SxM3QFYPus2Muk0 14037
workbench/model_scripts/light_xgb_model/requirements.txt sha256=jWlGc7HH7vqyukTm38LN4EyDi8jDUPEay4n45z-30uc 104
workbench/model_scripts/light_xgb_model/xgb_model.template sha256=BJ3MpQvmdGjZJ1kFeHrXhh8xqqBfkBulES5lV4qXJNo 13834
workbench/repl/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/repl/workbench_shell.py sha256=oDCy5YwkCieQBOK2WvFhRoaVZ6882NHB_US-SQKsIYw 21455
workbench/resources/open_source_api.key sha256=3S0OTblsmC0msUPdE_dbBmI83xJNmYscuwLJ57JmuOc 433
workbench/resources/signature_verify_pub.pem sha256=V3-u-3_z2PH-805ybkKvzDOBwAbvHxcKn0jLBImEtzM 272
workbench/scripts/monitor_cloud_watch.py sha256=5QODOSVmfunf6L-gtK1dhW93z9ZbMy2UEsuyR2tij5E 12463
workbench/scripts/redis_expire.py sha256=DxI_RKSNlrW2BsJZXcsSbaWGBgPZdPhtzHjV9SUtElE 1120
workbench/scripts/redis_report.py sha256=iaJSuGPyLCs6e0TMcZDoT0YyJ43xJ1u74YD8FLnnUg4 990
workbench/scripts/show_config.py sha256=ff2wIKIlOktoitcrhk2r2B4I4N_ynXkEHB11l5nn0nA 548
workbench/themes/dark/base_css.url sha256=gGaJWe9iajwbJUzr03K9AuTNouQP_prwOv5Q9lEYBVo 18
workbench/themes/dark/custom.css sha256=OZjt7n94-2LR0mpQRNAiYqtl7erGkIAr1hf_IUu03Ts 2418
workbench/themes/dark/plotly.json sha256=f1eFVBz2TDzpaw4-R5tlCCeSwMMvhlrh9g5W1R5JgFM 19083
workbench/themes/light/base_css.url sha256=Y4c_u6Qjkt7GyQf5gvlHNCHnS8XxIzubuSmBQ8XizCQ 17
workbench/themes/light/custom.css sha256=KpcC-jNaGp5rlao7rzGkE4Xw1oghZRpymJCPIh3yYwY 3222
workbench/themes/light/plotly.json sha256=h3u74zn6ID5c1Pcif0UUyc80Rjd88jRElJzp5irAwZY 18834
workbench/themes/quartz/base_css.url sha256=gkxV2TRI8NFtWFwv19wG2HQO6muChXBNWwWQpEj0Q2U 18
workbench/themes/quartz/custom.css sha256=qbqJif47p5vItQ4QSnMFDzw_v2ekJjYbez09g2TVTPI 2201
workbench/themes/quartz/plotly.json sha256=7YfzMrcqBfsXsu1lY7917QEaF8FqQvApqksMpAbbUsk 18558
workbench/themes/quartz_dark/base_css.url sha256=gkxV2TRI8NFtWFwv19wG2HQO6muChXBNWwWQpEj0Q2U 18
workbench/themes/quartz_dark/custom.css sha256=qaa3ZBI2vB8ym9KFhXtQJ3A92mHAozL1vqmUM9VIc4g 2228
workbench/themes/quartz_dark/plotly.json sha256=Y8H5tBuXZDD5_ADI56IMY0HbIj3EV2KPvZ2jiRdBUTM 18564
workbench/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
workbench/utils/ai_compound_generator.py sha256=8no4ufP1LJhQfPqaDHvqUYOAh1kzeDVeF_-323yo1VA 6772
workbench/utils/ai_summary.py sha256=KwutaozocDxrfErodYpFCDmt1c8zVKf3Jnu4UzBMLJU 4155
workbench/utils/ai_synth.py sha256=3mz7NwZeOuNH5ju5n_pikOwfxtVN6LaipLFkAZqoN2U 5607
workbench/utils/athena_utils.py sha256=DDyLhJujzh1PfejtGU7ZzOf5hLPOgoXmi4Lrn-_AJzU 4812
workbench/utils/aws_utils.py sha256=B5UiaU2TlowMPPoEhLtEQ8UTppRdJbYXNeh40aBgX9M 21225
workbench/utils/bulk_utils.py sha256=NaUjp-FPJeM6VpFa3S6UMLONGLe-xalqQOU0YQMZ3TY 1182
workbench/utils/cache.py sha256=0R5RXYEz_XHARK3anmQC4VRMawMks_cJ8S4vwC2roAE 5524
workbench/utils/chem_utils.py sha256=Rn57dHB-Aq9fi72HA4gt48MHZ3j7jf7MlmeL3Vmsad0 32351
workbench/utils/cloudwatch_handler.py sha256=ocrj4oXIBIBZHax_ekk4E4r-tD-yTrlDmZeKRFBauOo 5491
workbench/utils/color_utils.py sha256=-p7X6wHiTVNtrFYpseipetTGT0d-Uw0mf4JwtJ0auMY 5340
workbench/utils/compound_utils.py sha256=H7Zz176GQX8pucW72DqxljeYo1aYOJMuPPFxWmX8rWM 1771
workbench/utils/config_manager.py sha256=dxsxK66jnmNIee7GvSdBezFmrlakl3NFJ4fkHvwwGhQ 17039
workbench/utils/dashboard_metrics.py sha256=cNFI0GIAjd_IiDzM1oebsJ2QkRZuW068W_66ZC3J100 7398
workbench/utils/datetime_utils.py sha256=KTn5nHm2EEUI_t38LYZL7sOb6I-xjFyT_7WX-BPj_6I 4455
workbench/utils/deprecated_utils.py sha256=qniHVpDGuwOnhxn65LofDQ_EA2OhSUcZLPxAXtx7FgA 3540
workbench/utils/df_to_endpoint.py sha256=bIb1CDko8_BClX5wcQuBbmcGH79n3oHUcb_1jdUX_7s 5292
workbench/utils/ecs_info.py sha256=Gs9jNb4vcj2pziufIOI4BVIH1J-3XBMtWm1phVh8oRY 2873
workbench/utils/endpoint_metrics.py sha256=MCPxQ0NVRcWGraBCwZ2djjg9IWiA2ktupGJysn6eqy0 7569
workbench/utils/endpoint_utils.py sha256=ONeScz904nOSZuDDh_4fgmGYH-0uTBEgCwgabmEXg2U 6298
workbench/utils/execution_environment.py sha256=n8XJa5-fNXYeUA6YFXdk3Z9ZVwIlmakF6dQpwCl5gK0 6920
workbench/utils/extract_model_artifact.py sha256=bhCsHFCUqhqzewJPW7zN-ldfD68DJ6ZNQVk5HuI_4Jo 7797
workbench/utils/fast_inference.py sha256=KBbPLqnQDPcnsg9UubyHvj53w9h9MqFN3LpL2WamrQI 3194
workbench/utils/glue_utils.py sha256=dslfXQcJ4C-mGmsD6LqeK8vsXBez570t3fZBVZLV7HA 2039
workbench/utils/graph_utils.py sha256=dfaYw7Q_PzAztkyLHbFViaSI5JWe3mxFn6l3-HmXz7w 8475
workbench/utils/ipython_utils.py sha256=skbdbBwUT-iuY3FZwy3ACS7-FWSe9M2qVXfLlQWnikE 700
workbench/utils/json_utils.py sha256=KmalbHSCG5PuomldQCs_Czcp23oPvBB8WkLKwbnwOII 3194
workbench/utils/lambda_utils.py sha256=7GhGRPyXn9o-toWb9HBGSnI8-DhK9YRkwhCSk_mNKMI 1893
workbench/utils/license_manager.py sha256=1lQ0jl_Db5WTuSbP1HXna0WNet4QtXb3FPXQoxouLq0 6818
workbench/utils/log_utils.py sha256=7n1NJXO_jUX82e6LWAQug6oPo3wiPDBYsqk9gsYab_A 3167
workbench/utils/markdown_utils.py sha256=prNTRDFP5bIh4F_GIz5yaKbzzyKwLljaTTq2slBoP2c 2303
workbench/utils/model_utils.py sha256=lItwDf8E4FWVHILxk0FiUJSNk0LR3upSbA5A5wuiDOs 4185
workbench/utils/pandas_utils.py sha256=80I_SnE47Vt0PSIqV99GRNR60H9Y-p578M3Gxm1NiAw 35837
workbench/utils/performance_utils.py sha256=WDNvz-bOdC99cDuXl0urAV4DJ7alk_V3yzKPwvqgST4 1329
workbench/utils/pipeline_utils.py sha256=d1g_MVOAo1lDFLE9YcLjvwSrapMVXsM1on7zblXAue8 2171
workbench/utils/plugin_manager.py sha256=JWfyFHQih_J_MMtAT1cgjGVnNVPk9bM917LkfH8Z-_A 13873
workbench/utils/redis_cache.py sha256=gIc3dFsNe_z5DChhol7d3Nv5xh8BKdoJ2Rz258z4H7Y 12303
workbench/utils/repl_utils.py sha256=rWOMv2HiEIp8ZL6Ps6DlwiJlGr-pOhv9OZQhm3aR-1A 4668
workbench/utils/resource_utils.py sha256=EM4SrMmRUQnG80aR5M7hmzw86hYdP_S7fRPuqhpDSVo 1435
workbench/utils/s3_utils.py sha256=KowqJMA2pb7eVP-s7s99Kesb1v51SxmWTqGG7Urqym8 7118
workbench/utils/shapley_values.py sha256=zp2Kt_8vNetRLGe7GMIDFZc28WNqzi9JGIvj3G7UiY0 3596
workbench/utils/symbols.py sha256=PioF1yAQyOabw7kLg8nhvaZBPFe7ABkpfpPPE0qz_2k 1265
workbench/utils/test_data_generator.py sha256=TOQ-i9ESitOGmsUL9I1oNrNF8CG86UfnnxQ0apBze64 11914
workbench/utils/theme_manager.py sha256=7dvlBSF4vF_QgQYvytgPjp5wF6iyz8hOt7uKcgFBsro 11115
workbench/utils/trace_calls.py sha256=tY4DOVMGXBh-mbUWzo1l-X9XjD0ux_qR9I1ypkjWNIQ 2092
workbench/utils/type_abbrev.py sha256=3ai7ZbE8BgvdotOSb48w_BmgrEGVYvLoyzoNYH8ZuOs 1470
workbench/utils/workbench_cache.py sha256=knuzz6whRiF1XjwekeeqTTQcjaU4N7w3Qf_mmJ6eYUo 5340
workbench/utils/workbench_event_bridge.py sha256=z1GmXOB-Qs7VOgC6Hjnp2DI9nSEWepaSXejACxTIR7o 4150
workbench/utils/workbench_logging.py sha256=0bBZNN2ALf-Xe8jvCVGRmk1k1U--k70EjpJGrTxZE78 10145
workbench/utils/workbench_sqs.py sha256=WFQTqOxoEdOzPEMmTVZcdPzylmkynZ5aKtvRrOAO06w 2127
workbench/web_interface/components/component_interface.py sha256=eDs2ot8suLINR6afwK4TWoLTVov0bTaHp-ht8S7wXBI 7980
workbench/web_interface/components/correlation_matrix.py sha256=-rS1ilO_DEk3YHAtDLFnRuhlOYK4YrdjG8tK0vtmueg 6171
workbench/web_interface/components/data_details_markdown.py sha256=rze6Hrw1GifQRa9nqTMMT4FyGyZlhNmM2BbbUMmaX-0 9623
workbench/web_interface/components/endpoint_metric_plots.py sha256=jVo6D0GljwxBETsfkeoVlU6bOzlp6atD85nIBs0-_74 3079
workbench/web_interface/components/model_plot.py sha256=HX4WlQ4NY-4TOyJ3MlBdmDpssBa691LqUKkbwShCuEE 2443
workbench/web_interface/components/plugin_interface.py sha256=jGRq4igUTVXUT4sDqqsKKI2yjilV0ORNBQq6CjEWE84 9563
workbench/web_interface/components/plugin_unit_test.py sha256=vIcZ0TPO5WYSzTuR3qZ2GXM-DENricZO5-dR4-ZVCaM 7849
workbench/web_interface/components/regression_plot.py sha256=k18Bd0fcH7ig6kL5GqC_dINci3_YLle_fSEM32zXtzY 3342
workbench/web_interface/components/violin_plots.py sha256=2Bhjnrjb7kmMoy7wraIyQ_wukILgioMYoAruY2_m3nA 5320
workbench/web_interface/components/experiments/dashboard_metric_plots.py sha256=DPIw13tO9XOGxA6IeRPLgl-C3XUJ2N287JkSEg73Rjg 2984
workbench/web_interface/components/experiments/outlier_plot.py sha256=5bWsmJEXyt50npeQxLHXCPtiq4WRVgg938Sl0DVjNWg 3647
workbench/web_interface/components/plugins/ag_table.py sha256=ySzZlH0YsUIsUoCMImTN8XObd7dGwFnF0jfgZ2sJlDM 3706
workbench/web_interface/components/plugins/confusion_matrix.py sha256=IQUuCmDlVWEK4SJuGf-NRea1duecWaouBrZA-U18SXg 6955
workbench/web_interface/components/plugins/dashboard_status.py sha256=rZaqf_mfWmDw5i34RqBXhrxrcZB3HbPSUff2hd5bmME 4459
workbench/web_interface/components/plugins/data_details.py sha256=HU3U0YmNCbGzQsfei1zlgDywcqE_jgUyoYNF_9yR2Hg 10437
workbench/web_interface/components/plugins/endpoint_details.py sha256=QvZ0_t4Hyk-UgeQeLs0Sz0tno5pe8Cfw6QgyiqzEvgA 3769
workbench/web_interface/components/plugins/generated_compounds.py sha256=SBVuIIOJa9VgH-osPQ24XereoMTOobw64e44vDPjjrg 8115
workbench/web_interface/components/plugins/graph_plot.py sha256=cWKQpTkwXmEGWaDsuJS29BPtVCaHZhGAx9h3iqWo2tY 14361
workbench/web_interface/components/plugins/license_details.py sha256=UyMSBGxEgdp3m9szDkDUAl_Ua8C5a4RNMdYpYCx354M 5497
workbench/web_interface/components/plugins/model_details.py sha256=YBDknHiF6BhnAJuxfEJ1cTGmUpM8rDM7n3-UuQZOiNI 8547
workbench/web_interface/components/plugins/molecule_panel.py sha256=xGCEI5af8F5lNId5eKUpetdQs_ahnIPdW6U7wKvbz2o 3515
workbench/web_interface/components/plugins/molecule_viewer.py sha256=lBT6-1g5ZTQp_k3IHvkst1X4Iy8Gn4o7z8W6QM9fUdU 3304
workbench/web_interface/components/plugins/pipeline_details.py sha256=sIhYkgzknR7hmtU4mjgu-C0xjcL09u05FdPQDBU6h04 5534
workbench/web_interface/components/plugins/scatter_plot.py sha256=wMDlKViwKvEblT1efGJAs-GlS6lw0ltGanx6nKFfpo0 16353
workbench/web_interface/page_views/data_sources_page_view.py sha256=2uzK8jsnTXkJEZo2I891vJ4LQua82Oqvzlax5uPSPuw 4673
workbench/web_interface/page_views/endpoints_page_view.py sha256=nrJwtVXzL6rWydzSCQiH2RuCiiBWT_VJ7c6oTnIYDBc 2758
workbench/web_interface/page_views/feature_sets_page_view.py sha256=DAUuEkQmXEpIYcxzhh8SF1h-MeL1m1Y6uztdqzzdNAg 4449
workbench/web_interface/page_views/main_page.py sha256=46hI3pKXdSWLQoTfzgiSyRoXuOzIvHrhjvLH64lZvDY 7764
workbench/web_interface/page_views/models_page_view.py sha256=Nv2RqTGUOG-3jnMNviY6KHQjiO9iqA2no7FES0qihe0 2650
workbench/web_interface/page_views/page_view.py sha256=Gh6YnpOGlUejx-bHZAf5pzqoQ1H1R0OSwOpGhOBO06w 455
workbench/web_interface/page_views/pipelines_page_view.py sha256=Pgd8orP0eJ2DoX5HlM3tqCHgzlpRc5PeAylr7y64QsM 2656
workbench-0.8.118.dist-info/LICENSE sha256=z4QMMPlLJkZjU8VOKqJkZiQZCEZ--saIU2Z8-p3aVc0 1080
workbench-0.8.118.dist-info/METADATA sha256=uFqxQPQyPiyx-nm6SCpJDqwe9zSZemxI7KlXaBCl1Ag 9577
workbench-0.8.118.dist-info/WHEEL sha256=52BFRY2Up02UkjOa29eZOS2VxUrpPORXg1pkohGGUS8 91
workbench-0.8.118.dist-info/entry_points.txt sha256=aj9iYooJFl2KHhHbRY7wucQhljTGs-ZyXHxVQmd0Yk8 185
workbench-0.8.118.dist-info/top_level.txt sha256=Dhy72zTxaA_o_yRkPZx5zw-fwumnjGaeGf0hBN3jc_w 10
workbench-0.8.118.dist-info/RECORD

top_level.txt

workbench

entry_points.txt

cloud_watch = workbench.scripts.monitor_cloud_watch:main
workbench = workbench.repl.workbench_shell:launch_shell
workbench_config = workbench.scripts.show_config:main