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biotracks-0.5.0
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Data package representation for cell migration tracking data
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | biotracks-0.5.0 |
| نام | biotracks |
| نسخه کتابخانه | 0.5.0 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | paola masuzzo |
| ایمیل نویسنده | paola.masuzzo@ugent.be |
| آدرس صفحه اصلی | https://github.com/CellMigStandOrg/biotracks |
| آدرس اینترنتی | https://pypi.org/project/biotracks/ |
| مجوز | BSD |
Biotracks: a standard format for cell migration-derived tracking files
======================================================================
.. image:: https://travis-ci.org/CellMigStandOrg/biotracks.svg?branch=master
:target: https://travis-ci.org/CellMigStandOrg/biotracks
.. image:: https://badge.fury.io/py/biotracks.svg
:target: https://badge.fury.io/py/biotracks
Biotracks provides a standard format for cell migration tracking files and a series of converters from popular tracking sofware packages to the biotracks format, which is a specialization of the `Frictionless Tabular Data Package <http://specs.frictionlessdata.io/tabular-data-package/>`_ .
Installation from sources (Python 3 only)
-----------------------------------------
.. code-block::
python setup.py install
Installation from PiPy
----------------------
.. code-block::
pip install biotracks
Usage
-----
Move to the ``scripts`` directory and run:
.. code-block:: bash
python create_dpkg.py your_tracking_file
This will create a tabular data package directory containing:
+ a csv file for the **objects** (e.g., cells)
+ a csv file for the **links** (linear collections of objects)
+ the json descriptor file for the data package
The latter will look like this:
.. code-block:: json
{
"name": "cmso_tracks",
"resources": [
{
"name": "cmso_objects_table",
"path": "objects.csv",
"schema": {
"fields": [
{
"constraints": {
"unique": true
},
"description": "",
"format": "default",
"name": "cmso_object_id",
"title": "",
"type": "integer"
},
{
"description": "",
"format": "default",
"name": "cmso_frame_id",
"title": "",
"type": "integer"
},
{
"description": "",
"format": "default",
"name": "cmso_x_coord",
"title": "",
"type": "number"
},
{
"description": "",
"format": "default",
"name": "cmso_y_coord",
"title": "",
"type": "number"
}
],
"primaryKey": "cmso_object_id"
}
},
{
"name": "cmso_links_table",
"path": "links.csv",
"schema": {
"fields": [
{
"description": "",
"format": "default",
"name": "cmso_link_id",
"title": "",
"type": "integer"
},
{
"description": "",
"format": "default",
"name": "cmso_object_id",
"title": "",
"type": "integer"
}
],
"foreignKeys": [
{
"fields": "cmso_object_id",
"reference": {
"datapackage": "",
"fields": "cmso_object_id",
"resource": "cmso_objects_table"
}
}
]
}
}
]
}
Configuration
-------------
Some formats require a configuration file that specifies how to map object IDs, coordinate names, etc. This file must be in the `INI <https://en.wikipedia.org/wiki/INI_file>`_ format with two sections:
+ TOP_LEVEL_INFO: specifies a name for the data package and additional (optional) information
+ TRACKING_DATA: specifies how to map information from the source format to the biotracks column headers
You can provide a configuration file by passing it via the ``-c`` option to ``create_dpkg.py``; if this option is not set, the script will look for a ``biotracks.ini`` file in the same directory as your tracking file; if this is not found, the script will use default names for both the overall package and the column headers.
Example:
.. code-block::
[TOP_LEVEL_INFO]
author = the author of the dp
title = a title describing the dp
name = a name for the dp
author_institute = the insitute of the author
author_email = a valid email address
[TRACKING_DATA]
cmso_x_coord = the column name pointing to the x coordinate
cmso_y_coord = the column name pointing to the y coordinate
cmso_z_coord = the column name pointing to the z coordinate
cmso_frame_id = the column name pointing to the frame information
cmso_object_id = the object identifier
cmso_link_id = the link identifier
Examples
--------
`CELLMIA <https://github.com/CellMigStandOrg/biotracks/tree/master/examples/CELLMIA>`_ .
`CellProfiler <https://github.com/CellMigStandOrg/biotracks/tree/master/examples/CellProfiler>`_ .
`ICY <https://github.com/CellMigStandOrg/biotracks/tree/master/examples/ICY>`_ .
`Mosaic <https://github.com/CellMigStandOrg/biotracks/tree/master/examples/Mosaic>`_ .
`TrackMate <https://github.com/CellMigStandOrg/biotracks/tree/master/examples/TrackMate>`_ .
نحوه نصب
نصب پکیج whl biotracks-0.5.0:
pip install biotracks-0.5.0.whl
نصب پکیج tar.gz biotracks-0.5.0:
pip install biotracks-0.5.0.tar.gz