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Top-level package for xedocs.

Project description

Basic Usage

Explore the available schemas

import xedocs

>>> xedocs.list_schemas()
>>> ['bodega',
    'fax_configs',
    'plugin_lineages',
    'context_lineages',
    'pmt_gains',
    'global_versions',
    'electron_drift_velocities',
    ...]

>>> xedocs.help('pmt_gains')

>>>
        Schema name: pmt_gains
        Index fields: ['version', 'time', 'detector', 'pmt']
        Column fields: ['created_date', 'comments', 'value']

Read data from the default data source

import xedocs

docs = xedocs.find('pmt_gains',  version='v1', pmt=[1,2,3,5], time='2021-01-01T00:00:00', detector='tpc')
gains = [doc.value for doc in docs]

doc = xedocs.find_one('pmt_gains',  version='v1', pmt=1, time='2021-01-01T00:00:00', detector='tpc')
pmt1_gain = doc.value

Read data from alternative data sources

import xedocs

g1_doc = xedocs.find_one('bodega', datasource='/path/to/file.json', version='v1', field='g1')
g1_value = g1_doc.value
g1_error = g1_doc.uncertainty

The path can also be a github URL or any other URL supported by fsspec.

Supported data sources

  • MongoDB collections

  • TinyDB tables

  • JSON files

  • REST API clients

Please open an issue on rframe if you want support for an additional data format.

Documentation

Full documentation hosted by Readthedocs

Credits

This package was created with Cookiecutter and the briggySmalls/cookiecutter-pypackage project template.

Project details


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