Notifications for Earth Engine tasks.
Project description
taskee
is a command-line tool for monitoring Google Earth Engine tasks that can send notifications to your phone or computer to let you know when your tasks finish.
Features
- 🔍 Monitor Google Earth Engine tasks created with the Python API and/or the Javascript Code Editor
- 💻 Native notifications for Linux, Mac, and Windows
- :speech_balloon: Mobile push notifications for Android
- :tv: Built-in CLI dashboard
Setup
pip install taskee
Run the setup steps below as needed.
Earth Engine (required)
Set up a Google Earth Engine account. If you haven't authenticated Earth Engine before, you'll be asked to do so the first time you runtaskee
.
Pushbullet (optional)
If you want to receive mobile notifications (Android only), you'll need to create or connect an account with Pushbullet, download the app on your device(s), and install the Pushbullet Python API usingpip install pushbullet.py
.
Once Pushbullet is installed and you're logged in, go to your Account Settings, create an Access Token, and copy the API key. The first time you run taskee
with a pushbullet
notifier, you'll need to enter your API key. That key will be stored locally so you don't have to enter it again.
notify-send (Linux only)
Linux users may need to installnotify-send
to enable native
notifications. If taskee
is not working with the native
notifier, run sudo apt install libnotify-bin
.
Usage
taskee
offers a few different commands which you can see by running taskee --help
.
Usage: taskee [OPTIONS] COMMAND [ARGS]...
Monitor Earth Engine tasks and send notifications when they change states.
Examples
$ taskee test
$ taskee tasks
$ taskee start log
$ taskee start dashboard failed completed -n pushbullet -i 0.5
Options:
--version Show the version and exit.
--help Show this message and exit.
Commands:
start Start running the notification system.
tasks Display a table of current Earth Engine tasks.
test Send test notifications.
Starting taskee
The taskee start
command initializes and runs the notification system. It will continue running until you cancel it, periodically checking your Earth Engine tasks and sending you notifications.
taskee start
requires one argument: mode
.
Choosing a Mode
There are two modes that taskee start
can run in: dashboard
and log
.
dashboard
shows a live-updating dashboard that makes it easy to visually keep track of your tasks and events.
taskee start dashboard
log
is designed to be run in the background and prints minimal logs as events occur.
taskee start log
Filtering Events
There are a lot of possible events that can happen to Earth Engine tasks. The list below describes the events recognized by taskee
.
Event | Description |
---|---|
created | :seedling: A new task is submitted. |
started | :herb: A task starts processing. |
attempted | :fallen_leaf: An attempt fails and the task is restarted. |
completed | :evergreen_tree: A task finished successfully. |
failed | :fire: A task fails to complete. |
cancelled | :axe: The user cancels the task. |
error | :exclamation: taskee crashes. |
By default, taskee
will notify you of errors
and completed
or failed
tasks, but you can specify which events to watch for by listing them when you launch taskee
. For example:
taskee start dashboard failed attempted cancelled error
You can also use all
as a shortcut and taskee
will notify you of all events.
taskee start dashboard all
Selecting Notifiers
By default, taskee
will use the native
notification system built into your computer's operating system.
If you want notifications on other devices, set up Pushbullet and then select it with the -n --notifier
option.
taskee start dashboard --notifier pushbullet
Like with events, you can use all
as a shortcut and taskee
will send both native
and pushbullet
notifications.
taskee start dashboard -n all
Other Options
You can set how often tasks are re-checked (in minutes) using the -i --interval_mins
option.
taskee start dashboard -i 10
Note: taskee
doesn't set a minimum interval, but if updates occur too frequently you may run into rate limits for Earth Engine or Pushbullet.
Example
Using what we learned above, let's set up taskee
to start running in log
mode, check for cancelled
or completed
task events, send us notifications using pushbullet
, and update every 30
minutes.
taskee start log cancelled completed -n pushbullet -i 30
Other Commands
Aside from running the notification system, taskee
has a few more commands that may be helpful.
Task Summaries
The tasks
command checks your Earth Engine tasks once, giving you a snapshot of your current tasks in a nice, readable table.
taskee tasks
Test Notifications
The test
command sends a mock notification to any notifiers selected with the -n --notifier
option. You can use this to make sure notifications are set up and working.
taskee test -n native
Project details
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