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from dagster import ConfigurableResource, resource
from dagster._core.definitions.resource_definition import dagster_maintained_resource
from pydantic import Field
from slack_sdk.web.client import WebClient
[docs]class SlackResource(ConfigurableResource):
"""This resource is for connecting to Slack.
By configuring this Slack resource, you can post messages to Slack from any Dagster op, asset, schedule or sensor.
Examples:
.. code-block:: python
import os
from dagster import EnvVar, job, op
from dagster_slack import SlackResource
@op
def slack_op(slack: SlackResource):
slack.get_client().chat_postMessage(channel='#noise', text=':wave: hey there!')
@job
def slack_job():
slack_op()
defs = Definitions(
jobs=[slack_job],
resources={
"slack": SlackResource(token=EnvVar("MY_SLACK_TOKEN")),
},
)
"""
token: str = Field(
description=(
"To configure access to the Slack API, you'll need an access"
" token provisioned with access to your Slack workspace."
" Tokens are typically either user tokens or bot tokens. For programmatic posting"
" to Slack from this resource, you probably want to provision and use a bot token."
" More in the Slack API documentation here: https://api.slack.com/docs/token-types"
),
)
@classmethod
def _is_dagster_maintained(cls) -> bool:
return True
def get_client(self) -> WebClient:
"""Returns a ``slack_sdk.WebClient`` for interacting with the Slack API."""
return WebClient(self.token)
[docs]@dagster_maintained_resource
@resource(
config_schema=SlackResource.to_config_schema(),
)
def slack_resource(context) -> WebClient:
"""This resource is for connecting to Slack.
The resource object is a `slack_sdk.WebClient`.
By configuring this Slack resource, you can post messages to Slack from any Dagster op, asset, schedule or sensor.
Examples:
.. code-block:: python
import os
from dagster import job, op
from dagster_slack import slack_resource
@op(required_resource_keys={'slack'})
def slack_op(context):
context.resources.slack.chat_postMessage(channel='#noise', text=':wave: hey there!')
@job(resource_defs={'slack': slack_resource})
def slack_job():
slack_op()
slack_job.execute_in_process(
run_config={'resources': {'slack': {'config': {'token': os.getenv('SLACK_TOKEN')}}}}
)
"""
return SlackResource.from_resource_context(context).get_client()