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A simple python package to send you and any other receiver an email when a portion of code is done running.

Project description

sonar_quality sonar_maintainability sonar_coverage pip Pypi total project downloads

A simple python package to send you and any other receiver an email when a portion of code is done running.

A special callback for Keras is now available to get automatic reports for the training of a model.

Setup

Just run:

pip install notipy_me

The keras callback will be automatically available if tensorflow is installed.

Preview

There are 4 emails types:

  • start: notify the recipients that the task has started.
  • report: send out the logged reports after a given interval.
  • exception: notify the recipients that the task has been interrupted.
  • completed: notify the recipients that the task has completed.

preview

Usage example

A basic usage example can be the following:

Usage as decorator

from notipy_me import Notipy

@Notipy
def my_long_running_script():
    ...

Usage as context

from notipy_me import Notipy
from time import sleep
import pandas as pd

with Notipy() as ntp:
    for i in range(1000):
        ntp.add_report(pd.DataFrame({
            "test":[2]
        }))
        sleep(1)

Usage in a Keras model

from notipy_me import KerasNotipy

my_keras_model = build_my_keras_model(...)
my_keras_model.fit(
    X, y,
    callbacks=[
        KerasNotipy(
            task_name="Training BERT"
        )
    ]
)

Form example

When you run the script Notipy will ask you to enter your email, password etc… it will store into a cache file called .notipy every setting except for the password.

usage

Known issues

Gmail

I cannot manage to get Gmail to work, but it keeps rising an error logging in with the credentials, even though they are correct. With the other mail providers it works fine.

Project details


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Files for notipy-me, version 1.3.23
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