Source code for dagster_slack.hooks
from typing import Callable, Optional
from dagster._core.definitions import failure_hook, success_hook
from dagster._core.execution.context.hook import HookContext
def _default_status_message(context: HookContext, status: str) -> str:
return "Op {op_name} on job {pipeline_name} {status}!\nRun ID: {run_id}".format(
op_name=context.op.name,
pipeline_name=context.pipeline_name,
run_id=context.run_id,
status=status,
)
def _default_failure_message(context: HookContext) -> str:
return _default_status_message(context, status="failed")
def _default_success_message(context: HookContext) -> str:
return _default_status_message(context, status="succeeded")
[docs]def slack_on_failure(
channel: str,
message_fn: Callable[[HookContext], str] = _default_failure_message,
dagit_base_url: Optional[str] = None,
):
"""Create a hook on step failure events that will message the given Slack channel.
Args:
channel (str): The channel to send the message to (e.g. "#my_channel")
message_fn (Optional(Callable[[HookContext], str])): Function which takes in the HookContext
outputs the message you want to send.
dagit_base_url: (Optional[str]): The base url of your Dagit instance. Specify this to allow
messages to include deeplinks to the specific pipeline run that triggered the hook.
Examples:
.. code-block:: python
@slack_on_failure("#foo", dagit_base_url="http://localhost:3000")
@job(...)
def my_job():
pass
.. code-block:: python
def my_message_fn(context: HookContext) -> str:
return f"Op {context.op} failed!"
@op
def an_op(context):
pass
@job(...)
def my_job():
an_op.with_hooks(hook_defs={slack_on_failure("#foo", my_message_fn)})
"""
@failure_hook(required_resource_keys={"slack"})
def _hook(context: HookContext):
text = message_fn(context)
if dagit_base_url:
text += "\n<{base_url}/instance/runs/{run_id}|View in Dagit>".format(
base_url=dagit_base_url, run_id=context.run_id
)
context.resources.slack.chat_postMessage(channel=channel, text=text)
return _hook
[docs]def slack_on_success(
channel: str,
message_fn: Callable[[HookContext], str] = _default_success_message,
dagit_base_url: Optional[str] = None,
):
"""Create a hook on step success events that will message the given Slack channel.
Args:
channel (str): The channel to send the message to (e.g. "#my_channel")
message_fn (Optional(Callable[[HookContext], str])): Function which takes in the HookContext
outputs the message you want to send.
dagit_base_url: (Optional[str]): The base url of your Dagit instance. Specify this to allow
messages to include deeplinks to the specific pipeline run that triggered the hook.
Examples:
.. code-block:: python
@slack_on_success("#foo", dagit_base_url="http://localhost:3000")
@job(...)
def my_job():
pass
.. code-block:: python
def my_message_fn(context: HookContext) -> str:
return f"Op {context.op} worked!"
@op
def an_op(context):
pass
@job(...)
def my_job():
an_op.with_hooks(hook_defs={slack_on_success("#foo", my_message_fn)})
"""
@success_hook(required_resource_keys={"slack"})
def _hook(context: HookContext):
text = message_fn(context)
if dagit_base_url:
text += "\n<{base_url}/instance/runs/{run_id}|View in Dagit>".format(
base_url=dagit_base_url, run_id=context.run_id
)
context.resources.slack.chat_postMessage(channel=channel, text=text)
return _hook