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### Description * Update all existing connector docs to use new pipeline approach ### Additional changes: * Some defaults were set for the runners to match those in the configs to make those easy to handle, i.e. the biomed runner: ```python max_retries: int = 5, max_request_time: int = 45, decay: float = 0.3, ```
111 lines
3.6 KiB
ReStructuredText
111 lines
3.6 KiB
ReStructuredText
Slack
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==========
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Connect Slack to your preprocessing pipeline, and batch process all your documents using ``unstructured-ingest`` to store structured outputs locally on your filesystem.
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First you'll need to install the Slack dependencies as shown here.
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.. code:: shell
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pip install "unstructured[slack]"
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Run Locally
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-----------
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.. tabs::
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.. tab:: Shell
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.. code:: shell
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unstructured-ingest \
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slack \
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--channels 12345678 \
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--token 12345678 \
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--download-dir slack-ingest-download \
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--output-dir slack-ingest-output \
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--start-date 2023-04-01T01:00:00-08:00 \
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--end-date 2023-04-02
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.. tab:: Python
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.. code:: python
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import os
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from unstructured.ingest.interfaces import PartitionConfig, ProcessorConfig, ReadConfig
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from unstructured.ingest.runner import SlackRunner
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if __name__ == "__main__":
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runner = SlackRunner(
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processor_config=ProcessorConfig(
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verbose=True,
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output_dir="slack-ingest-download",
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num_processes=2,
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),
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read_config=ReadConfig(),
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partition_config=PartitionConfig(),
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)
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runner.run(
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channels=["12345678"],
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token="12345678",
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start_date="2023-04-01T01:00:00-08:00",
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end_date="2023-04-02,",
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)
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Run via the API
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---------------
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You can also use upstream connectors with the ``unstructured`` API. For this you'll need to use the ``--partition-by-api`` flag and pass in your API key with ``--api-key``.
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.. tabs::
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.. tab:: Shell
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.. code:: shell
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unstructured-ingest \
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slack \
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--channels 12345678 \
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--token 12345678 \
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--download-dir slack-ingest-download \
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--output-dir slack-ingest-output \
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--start-date 2023-04-01T01:00:00-08:00 \
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--end-date 2023-04-02 \
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--partition-by-api \
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--api-key "<UNSTRUCTURED-API-KEY>"
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.. tab:: Python
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.. code:: python
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import os
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from unstructured.ingest.interfaces import PartitionConfig, ProcessorConfig, ReadConfig
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from unstructured.ingest.runner import SlackRunner
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if __name__ == "__main__":
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runner = SlackRunner(
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processor_config=ProcessorConfig(
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verbose=True,
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output_dir="slack-ingest-download",
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num_processes=2,
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),
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read_config=ReadConfig(),
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partition_config=PartitionConfig(
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partition_by_api=True,
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api_key=os.getenv("UNSTRUCTURED_API_KEY"),
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),
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)
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runner.run(
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channels=["12345678"],
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token="12345678",
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start_date="2023-04-01T01:00:00-08:00",
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end_date="2023-04-02,",
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)
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Additionally, you will need to pass the ``--partition-endpoint`` if you're running the API locally. You can find more information about the ``unstructured`` API `here <https://github.com/Unstructured-IO/unstructured-api>`_.
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For a full list of the options the CLI accepts check ``unstructured-ingest slack --help``.
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NOTE: Keep in mind that you will need to have all the appropriate extras and dependencies for the file types of the documents contained in your data storage platform if you're running this locally. You can find more information about this in the `installation guide <https://unstructured-io.github.io/unstructured/installing.html>`_.
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