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module artifact.py

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class ArtifactPath

ArtifactPath(src, dest)

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class ArtifactVersion

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property artifact_fqn

Get fqn of the artifact

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property created_at

Get the time at which artifact was created

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property created_by

Get the information about who created the artifact

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property description

Get description of the artifact

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property fqn

Get fqn of the current artifact version

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property metadata

Get metadata for the current artifact

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property name

Get the name of the artifact

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property step

Get the step in which artifact was created

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property updated_at

Get the information about the when the artifact was updated

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property version

Get version information of the artifact

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function delete

Deletes the current instance of the ArtifactVersion hence deleting the current version.

Returns:
True if artifact was deleted successfully

Examples:

import truefoundry.ml as tfm

client = tfm.get_client()
artifact_version = client.get_artifact_version_by_fqn(fqn="<your-artifact-fqn>")
artifact_version.delete()

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function download

Download an artifact file or directory to a local directory if applicable, and return a local path for it.

Args:

  • path (str): Absolute path of the local filesystem destination directory to which to download the specified artifacts. This directory must already exist. If unspecified, the artifacts will either be downloaded to a new uniquely-named directory on the local filesystem or will be returned directly in the case of the Local ArtifactRepository.
  • overwrite (bool): If True it will overwrite the file if it is already present in the download directory else it will throw an error

Returns:

  • path: Absolute path of the local filesystem location containing the desired artifacts.

Examples:

import truefoundry.ml as tfm

client = tfm.get_client()
artifact_version = client.get_artifact_version_by_fqn(fqn="<your-artifact-fqn>")
download_path = artifact_version.download(path="<your-desired-download-path>")

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classmethod from_fqn

Get the version of an Artifact to download contents or load them in memory

Args:

  • fqn (str): Fully qualified name of the artifact version.

Returns:

  • ArtifactVersion: An ArtifactVersion instance of the artifact

Examples:

import truefoundry.ml a tfm

client = tfm.get_client()
artifact_version = tfm.ArtifactVersion.from_fqn(fqn="<artifact-fqn>")

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function raw_download

Download an artifact file or directory to a local directory if applicable, and return a local path for it.

Args:

  • path (str): Absolute path of the local filesystem destination directory to which to download the specified artifacts. This directory must already exist. If unspecified, the artifacts will either be downloaded to a new uniquely-named directory on the local filesystem.
  • overwrite (bool): If True it will overwrite the file if it is already present in the download directory else it will throw an error

Returns:

  • path: Absolute path of the local filesystem location containing the desired artifacts.

Examples:

import truefoundry.ml as tfm

client = tfm.get_client()
artifact_version = client.get_artifact_version_by_fqn(fqn="<your-artifact-fqn>")
artifact_version.raw_download(path="<your-desired-download-path>")

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function update

Updates the current instance of the ArtifactVersion hence updating the current version.

Examples:

import truefoundry.ml as tfm

client = tfm.get_client()
artifact_version = client.get_artifact_version_by_fqn(fqn="<your-artifact-fqn>")
artifact_version.description = 'This is the new description'
artifact_version.update()

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class ArtifactVersionDownloadInfo

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class ArtifactVersionInternalMetadata