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Versions](https://img.shields.io/pypi/pyversions/thunderbolt.svg)](https://pypi.org/project/thunderbolt/)\n[![](https://img.shields.io/pypi/v/thunderbolt)](https://pypi.org/project/thunderbolt/)\n![](https://img.shields.io/pypi/l/thunderbolt)\n\nThunderbolt is data manager for gokart.\n\n\n1. Auto loading gokart task logs\n1. Check task params using pandas\n1. Download data from python\n\n\n# Usage\n\n### install\n```shell\npip install thunderbolt\n```\n\n### Example\n\nIf you specify `TASK_WORKSPACE_DIRECTORY`, thunderbolt reads the log.\nSo making tasks pandas.DataFrame, and load dumped data.\nThis is also possible from S3 or GCS. (s3://, gs://)\n\nExample:\n```python\nfrom thunderbolt import Thunderbolt\n\ntb = Thunderbolt()\nprint(tb.get_task_df())\nprint(tb.get_data('TASK_NAME'))\n```\n\nPlease look here too: https://github.com/m3dev/thunderbolt/blob/master/examples/example.ipynb\n\n\n# Thanks\n\n- `gokart`: https://github.com/m3dev/gokart\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fm3dev%2Fthunderbolt","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fm3dev%2Fthunderbolt","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fm3dev%2Fthunderbolt/lists"}