Chartsworth posts from notebooks to slack. This little metric monster lets you post plots, images, and anything else the slack sdk will let you post.
Read more background and workflows around scheduling in the Notebook Reporting with Chart Monsters Post.
pip install chartsworth
Set environment variable CHARTSWORTH_TOKEN to your Slack App. You can create a new Slack App Create a new Slack App and learn more about creating a new slack app in the chartsworth post.
from chartsworth import Chartsworth
chartsworth = Chartsworth("#chartsy")
new_users = 11_003
chartsworth.post(f"We have {new_users} new users")Note: many times you'll need to use a channel ID (e.g. C05HP8Z5ZPD), especially if the channel is private. Otherwise, images will not post (only text will).
Chartsworth can take any PIL Image or Matplotlib Figure and post it to slack. This means you can post plots, images, and anything else you can think of.
from chartsworth import Chartsworth
chartsworth = Chartsworth("C05HP8Z5ZPD")
chartsworth.post("Who's ready for a 🏞️ stream plot? 🧵")
import numpy as np
import matplotlib.pyplot as plt
x = np.linspace(-3, 3, 100)
y = np.linspace(-3, 3, 100)
X, Y = np.meshgrid(x, y)
u = -1 - X**2 + Y
v = 1 + X - Y**2
speed = np.sqrt(u*u + v*v)
## Create a figure we can pass to Chartsworth ##
fig, ax = plt.subplots()
strm = ax.streamplot(X, Y, u, v, color=speed, linewidth=2, cmap='autumn')
fig.colorbar(strm.lines)
## Post!
chartsworth.post(fig)Schedule your notebooks on Noteable from the notebooks UI
Or run it with papermill with your own custom scheduling!