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Load data into ZenML

This guide shows how to load exported data into ZenML.

Before you start​

  • Export your data from Neptune using the Neptune Exporter tool. Start from the migration overview.

    • When installing the exporter dependencies, use the --extra zenml flag:

      uv sync --extra zenml

  • Ensure you have aZenML server connection via zenml login. For details, see the ZenML docs.

Validate your export​

Before loading the data into ZenML, inspect what was exported:

uv run neptune-exporter summary --data-path ./exports/data

This command returns the number of exported projects or runs, attribute types, and the basic step statistics.

Load the data into ZenML​

The following command loads the data into ZenML, using the default data and file paths:

uv run neptune-exporter load \
    --loader zenml \
    --data-path ./exports/data \
    --files-path ./exports/files
info

For detailed instructions, see the Neptune Exporter README file on GitHub.