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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 jacky.wong@vctr.ai. 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.
Customer Reviews
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