metaflow

Build and manage real-life ML, AI, and data science projects with ease!

APACHE-2.0 License

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Ecosystems: Python, Amazon Web Services, Kubernetes, Azure, R

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metaflow - 2.11.12 Latest Release

Published by wangchy27 6 months ago

What's Changed

New Contributors

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.11...2.11.12

metaflow - 2.11.11

Published by wangchy27 6 months ago

What's Changed

New Contributors

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.10...2.11.11

metaflow - 2.11.10

Published by saikonen 6 months ago

Improvements

Argo Events trigger improvements for parameters with default values

This release fixes an issue where partial or empty argo event payloads would incorrectly overwrite the default values for the parameters of a triggered flow.

For example a flow with

@trigger(events=["params_event"])
class DefaultParamEventFlow(FlowSpec):

    param_a = Parameter(
        name="param_a",
        default="default value A",
    )

    param_b = Parameter(
        name="param_b",
        default="default value B",
    )

will now correctly have the default values for its parameters when triggered by

from metaflow.integrations import ArgoEvent
ArgoEvent('params_event').publish()

or a default value for param_b and the supplied value for param_a when triggered by

ArgoEvent('params_event').publish({"param_a": "custom-value"})

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.9...2.11.10

metaflow - 2.11.9

Published by madhur-ob 7 months ago

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.8...2.11.9

metaflow - 2.11.8

Published by madhur-ob 7 months ago

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.7...2.11.8

metaflow - 2.11.7

Published by savingoyal 7 months ago

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.6...2.11.7

metaflow - 2.11.6

Published by romain-intel 7 months ago

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.5...2.11.6

metaflow - 2.11.5

Published by wangchy27 7 months ago

What's Changed

New Contributors

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.4...2.11.5

metaflow - 2.11.4

Published by valayDave 8 months ago

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.3...2.11.4

metaflow - 2.11.3

Published by madhur-ob 8 months ago

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.2...2.11.3

metaflow - 2.11.2

Published by madhur-ob 8 months ago

What's Changed

New Contributors

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.1...2.11.2

metaflow - 2.11.2

Published by madhur-ob 8 months ago

What's Changed

New Contributors

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.1...2.11.2

metaflow - 2.11.1

Published by romain-intel 9 months ago

Features

Auto generated stubs package

You can now install metaflow[stubs] to install an additional metaflow-stubs package that provides type hints for Metaflow decorators (and other objects). Some hints were previously included inline but this package expands their use.

What's Changed

New Contributors

Full Changelog: https://github.com/Netflix/metaflow/compare/2.11.0...2.11.1

metaflow - 2.11.0

Published by savingoyal 9 months ago

What's Changed

docs coming!

Full Changelog: https://github.com/Netflix/metaflow/compare/2.10.11...2.11.0

metaflow - 2.10.11

Published by valayDave 9 months ago

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.10.10...2.10.11

metaflow - 2.10.10

Published by saikonen 9 months ago

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.10.9...2.10.10

metaflow - 2.10.9

Published by saikonen 9 months ago

What's Changed

New Contributors

Full Changelog: https://github.com/Netflix/metaflow/compare/2.10.8...2.10.9

metaflow - Metaflow 2.10.8

Published by romain-intel 11 months ago

Improvements

  • Warnings about regex patterns not being raw strings were fixed.
  • An issue with how the environment escape dealt with aliased modules was fixed.

What's Changed

New Contributors

Full Changelog: https://github.com/Netflix/metaflow/compare/2.10.7...2.10.8

metaflow - 2.10.7

Published by saikonen 11 months ago

Improvements

pypi decorator enhancements

This release fixes support for pip environment variables that specify a custom location for the config file (PIP_CONFIG_FILE or PIP_CONFIG).

The release also adds support for defining a custom index-url through the pip supported environment variable PIP_INDEX_URL

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.10.6...2.10.7

metaflow - 2.10.6

Published by saikonen 12 months ago

Improvements

Fix environment activation issue with pypi decorator

The pypi decorator had a bug that caused it to be treated as disabled unless specifically passing disabled=False as an attribute to it.
This release fixes the default case so that pypi environments activate correctly.

Add debug flag to tracing

This release adds a METAFLOW_DEBUG_TRACING environment variable to toggle more verbose output for tracing related issues.

By default any errors related to missing tracing dependencies are now silenced completely, in order to not affect platforms that might want tracing environment variables present for all deployments, whether they have the required dependencies or not.

What's Changed

Full Changelog: https://github.com/Netflix/metaflow/compare/2.10.5...2.10.6

Package Rankings
Top 0.99% on Pypi.org
Top 21.57% on Conda-forge.org
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