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An example of how to design an identification algorithm as a plugin in the IBEIS IA system

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Wildbook IA - wbia_id

ID Plug-in Example - Part of the WildMe / Wildbook IA Project.

An example of how to design and use a Python module as a plug-in in the WBIA system

Installation

./run_developer_setup.sh

REST API

With the plugin installed, register the module name with the WBIAControl.py file in the wbia repository located at wbia/wbia/control/WBIAControl.py. Register the module by adding the string (for example, wbia_plugin_identification_example) to the list AUTOLOAD_PLUGIN_MODNAMES.

Then, load the web-based WBIA IA service and open the URL that is registered with the @register_api decorator.

cd ~/code/wbia/
python dev.py --web

Navigate in a browser to http://127.0.0.1:5000/api/plugin/example/helloworld/ where this returns a formatted JSON response, including the serialized returned value from the wbia_plugin_identification_example_hello_world() function

{"status": {"cache": -1, "message": "", "code": 200, "success": true}, "response": "[wbia_plugin_identification_example] hello world with WBIA controller <WBIAController(testdb1) at 0x11e776e90>"}

Python API

python

Python 2.7.14 (default, Sep 27 2017, 12:15:00)
[GCC 4.2.1 Compatible Apple LLVM 9.0.0 (clang-900.0.37)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import wbia
>>> ibs = wbia.opendb()

[ibs.__init__] new IBEISController
[ibs._init_dirs] ibs.dbdir = u'/Datasets/testdb1'
[depc] Initialize ANNOTATIONS depcache in u'/Datasets/testdb1/_ibsdb/_wbia_cache'
[depc] Initialize IMAGES depcache in u'/Datasets/testdb1/_ibsdb/_wbia_cache'
[ibs.__init__] END new WBIAController

>>> ibs.wbia_plugin_identification_example_hello_world()
'[wbia_plugin_identification_example] hello world with WBIA controller <WBIAController(testdb1) at 0x10b24c9d0>'

The function from the plugin is automatically added as a method to the ibs object as ibs.wbia_plugin_identification_example_hello_world(), which is registered using the @register_ibs_method decorator.

Code Style and Development Guidelines

Contributing

It's recommended that you use pre-commit to ensure linting procedures are run on any commit you make. (See also pre-commit.com)

Reference pre-commit's installation instructions for software installation on your OS/platform. After you have the software installed, run pre-commit install on the command line. Now every time you commit to this project's code base the linter procedures will automatically run over the changed files. To run pre-commit on files preemtively from the command line use:

git add .
pre-commit run

# or

pre-commit run --all-files

Brunette

Our code base has been formatted by Brunette, which is a fork and more configurable version of Black (https://black.readthedocs.io/en/stable/).

Flake8

Try to conform to PEP8. You should set up your preferred editor to use flake8 as its Python linter, but pre-commit will ensure compliance before a git commit is completed.

To run flake8 from the command line use:

flake8

This will use the flake8 configuration within setup.cfg, which ignores several errors and stylistic considerations. See the setup.cfg file for a full and accurate listing of stylistic codes to ignore.

PyTest

Our code uses Google-style documentation tests (doctests) that uses pytest and xdoctest to enable full support. To run the tests from the command line use:

pytest

To run doctests with +REQUIRES(--web-tests) do:

pytest --web-tests

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