vitor-aignosi
dac4f1718f
QTZPOC-20: Implement model import workflow for .sientia bundles Introduces the import_model workflow and its associated activities to enable importing .sientia bundles into MLflow and MongoDB. This includes: * New core workflow and activity logic for handling bundle download, decryption, validation, MLflow provisioning (experiments, runs, registered versions), and MongoDB model document creation. * Comprehensive E2E and unit test suites, including a dedicated test harness and a manual run script for development. * Updated .env.example and README.md with new configurations and usage instructions. * Ensures correct MLflow model source resolution for legacy loader compatibility and robust MongoDB document management. * Refactors existing utility scripts into a scripts/ directory.
34 lines
996 B
Plaintext
34 lines
996 B
Plaintext
temporalio
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psycopg2-binary
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sqlalchemy
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asyncua==1.0.6
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redis
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sientia_do>=1.12.1
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sientia>=0.41.1
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prometheus-client
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# fsspec/s3fs/gcsfs pinned as a set: nannyml (via sientia) pulls both s3fs and gcsfs, and
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# each pins fsspec exactly, so a free `s3fs` makes the resolver fail against evidently's
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# fsspec>=2024.2.0. Versions match the library-distribution-controller freeze.
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fsspec==2026.7.0
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s3fs==2026.7.0
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gcsfs==2026.8.0
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# aiobotocore 3.9.0 (pulled by s3fs) requires botocore<1.43.57,>=1.43.3.
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botocore==1.43.56
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boto3==1.43.56
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pyarrow
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kaleido
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hyperopt
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shap
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pycurl
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scipy<1.14.0
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scikit-learn==1.4.2
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pycaret==3.3.2
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joblib
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# .sientia bundle import (Argon2id + XChaCha20-Poly1305 secretstream): same pin as the
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# producer in sientia-projects-templates, so both sides open the same bytes.
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pynacl==1.5.0
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# AES-256-GCM password envelope; already present transitively, declared explicitly.
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cryptography
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# MongoDB models collection (the model listing); transitive via sientia_do, declared explicitly.
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pymongo
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