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clearml initial version 0.17.0

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This commit is contained in:
allegroai
2020-12-22 23:25:37 +02:00
parent a460df1e68
commit d327f2e2b9
145 changed files with 3136 additions and 794 deletions
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18
examples/services/monitoring/slack_alerts.py
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@@ -1,7 +1,7 @@
"""
Create a Trains Monitoring Service that posts alerts on Slack Channel groups based on some logic
Create a ClearML Monitoring Service that posts alerts on Slack Channel groups based on some logic
Creating a new Slack Bot (Allegro Trains Bot):
Creating a new Slack Bot (Allegro ClearML Bot):
1. Login to your Slack account
2. Go to https://api.slack.com/apps/new
3. Give the new App a name (For example "Allegro Train Bot") and select your workspace
@@ -18,7 +18,7 @@ Creating a new Slack Bot (Allegro Trains Bot):
8. Now under "OAuth Tokens & Redirect URLs" press on "Install App to Workspace",
then hit "Allow" on the confirmation dialog
9. Under "OAuth Tokens & Redirect URLs" copy the "Bot User OAuth Access Token" by clicking on "Copy" button
10. To use the copied API Token in the Allegro Trains Slack service,
10. To use the copied API Token in the Allegro ClearML Slack service,
execute the script with --slack_api "<api_token_here>" (notice the use of double quotes around the token)
We are done!
@@ -32,8 +32,8 @@ from typing import Optional
from slack import WebClient
from slack.errors import SlackApiError
from trains import Task
from trains.automation.monitor import Monitor
from clearml import Task
from clearml.automation.monitor import Monitor
class SlackMonitor(Monitor):
@@ -141,10 +141,10 @@ class SlackMonitor(Monitor):
def main():
print('TRAINS experiment monitor Slack service\n')
print('ClearML experiment monitor Slack service\n')
# Slack Monitor arguments
parser = argparse.ArgumentParser(description='TRAINS monitor experiments and post Slack Alerts')
parser = argparse.ArgumentParser(description='ClearML monitor experiments and post Slack Alerts')
parser.add_argument('--channel', type=str,
help='Set the channel to post the Slack alerts')
parser.add_argument('--slack_api', type=str, default=os.environ.get('SLACK_API_TOKEN', None),
@@ -158,7 +158,7 @@ def main():
'This will help eliminate unnecessary debug sessions that crashed right after starting '
'(default:0 alert on all)')
parser.add_argument('--include_manual_experiments', action="store_true", default=False,
help='Include experiments running manually (i.e. not by trains-agent)')
help='Include experiments running manually (i.e. not by clearml-agent)')
parser.add_argument('--include_completed_experiments', action="store_true", default=False,
help='Include completed experiments (i.e. not just failed experiments)')
parser.add_argument('--refresh_rate', type=float, default=10.,
@@ -202,7 +202,7 @@ def main():
# Let everyone know we are up and running
start_message = \
'{}Allegro Trains Slack monitoring service started\nMonitoring project \'{}\''.format(
'{}Allegro ClearML Slack monitoring service started\nMonitoring project \'{}\''.format(
(args.message_prefix + ' ') if args.message_prefix else '',
args.project or 'all')
slack_monitor.post_message(start_message)