pipeline-notifier 0.0.2
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Description:
pipelinenotifier 0.0.2
Problem Statement
Data scientists code up a lot of pipelines that can often take a long time due to long pre-processing sequences or massive
amounts of time required. And if errors occur, then the pipeline needs to be re-run. This means we usually want to be notified
as early as possible if errors occurred.
So what is pipelinenotifier?
Pipeline notifier will send messages to your Slack/Discord/Keybase channel once you set up a webhook. Support can be added for
more channels if desired. Feel free to ping me at [email protected]. It will send error messages so you can tell what is wrong
the moment it happens.
Installation
Simply run:
python3 -m pip install pipeline-notifier
Data Science Bots
As data scientists, you are running a lot of code over a large amount of time. This often means that that you want to be notified about things via mobile while you have applications running in the background.
I ended up re-writing this code across a number of organisations.
from pipelinenotifier import KeyBaseNotifier
# Record your name and the project being worked on to properly track information
with KeyBaseBot("Bill Gates", "Modelling", "<webhook_url>") as bot:
# Insert training loop/reader here.
score = 0.5
bot.send_message(f"Scored {score}.")
If there is an error, it will send the error message to your channel.
License:
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
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