Toloka prefect tasks library
Project description
Toloka-Prefect
This library makes the process of creating crowdsourcing pipelines easier by introducing out-of-the-box solutions for the majority of frequent steps in a typical Toloka pipeline. Here you can find most of Toloka-Kit functionality wrapped in Prefect's interface.
Prefect is a widely-used workflow management system, designed for modern infrastructure and powered by the open-source Prefect Core workflow engine. It offers many options for workflow management (for more information on the internal logic refer to an official example of Toloka's usage with prefect - the functions here are basically organized in the same way).
To see how a basic pipeline built with this library might look, see the example in this repo.
You can find fully supported functions in the toloka_prefect.py
file.
An overview of the library's function is in the file functions_overview.md
. Almost every function has token
(your Toloka requester account's OAuth token) and env
('PRODUCTION'
or 'SANDBOX'
) arguments to connect to Toloka server. For more information on functions' arguments, return values and usage cases see docstrings.
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