mirror of
https://github.com/clearml/clearml
synced 2025-01-31 09:07:00 +00:00
186 lines
5.0 KiB
Plaintext
186 lines
5.0 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"colab_type": "text",
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"id": "view-in-github"
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},
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"source": [
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"<a href=\"https://colab.research.google.com/github/allegroai/clearml/blob/master/examples/clearml_agent/clearml_colab_agent.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "mC3A4rio6Y--"
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},
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"source": [
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"# Google Colab Used to Launch ClearML Agent\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "EPYjmFLy1zuC"
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},
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"source": [
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"## Step 1: Install all necessary packages"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "DwFC3fL8JAP3"
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},
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"outputs": [],
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"source": [
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"# If you don't have ClearML and ClearML Agent installed then uncomment these line\n",
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"# !pip install clearml\n",
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"# !pip install clearml-agent"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "gb41kM8i1-7T"
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},
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"source": [
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"## Step 2: Export this environment variable\n",
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"\n",
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"This environment variable makes Matplotlib work in headless mode, so it won't output graphs to the screen"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "3-Bm4811VMLK"
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},
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"outputs": [],
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"source": [
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"! export MPLBACKEND=TkAg"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Step 2b (OPTIONAL): Enter your github credentials (only for private repositories)\n",
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"In order for the agent to pull your code, it needs access to your repositories. If these are private, you'll have to supply the agent with github credentials to log in. Github/Bitbucket will no longer let you log in using username/password combinations. Instead, you have to use a personal token, read more about it [here for Github](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token) and [here for Bitbucket](https://support.atlassian.com/bitbucket-cloud/docs/app-passwords/)\n",
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"\n",
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"We can let the agent know which credentials to use by setting the following env variables"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"#@title Insert your Git Credentials\n",
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"\n",
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"import os\n",
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"os.environ[\"CLEARML_AGENT_GIT_USER\"] = \"username-goes-here\" #@param {type:\"string\"}\n",
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"os.environ[\"CLEARML_AGENT_GIT_PASS\"] = \"git-personal-access-token\" #@param {type:\"string\"}"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "chuUzBaU2NyB"
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},
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"source": [
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"## Step 3: Create new credentials: \n",
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"1. Go to your [ClearML WebApp **Settings**](https://app.clear.ml/settings/workspace-configuration). \n",
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"1. Under the **WORKSPACES** section, go to **App Credentials**, and click **+ Create new credentials**\n",
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"1. Copy your credentials"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "1Kloxwfj0Vnq"
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},
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"source": [
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"## Step 4: Set your ClearML Credentials\n",
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"\n",
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"Insert the credentials you created in Step 3. \n",
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"\n",
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"If you aren't using the ClearML hosted server, make sure to modify the server variables. "
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "YBPdmP4sJHnQ"
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},
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"outputs": [],
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"source": [
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"#@title Insert your own Credentials\n",
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"\n",
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"from clearml import Task\n",
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"\n",
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"web_server = 'https://app.clear.ml'#@param {type:\"string\"} \n",
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"api_server = 'https://api.clear.ml'#@param {type:\"string\"} \n",
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"files_server = 'https://files.clear.ml'#@param {type:\"string\"}\n",
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"access_key = ''#@param {type:\"string\"}\n",
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"secret_key = ''#@param {type:\"string\"}\n",
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"\n",
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"Task.set_credentials(web_host=web_server,\n",
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" api_host=api_server,\n",
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" files_host=files_server,\n",
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" key=access_key,\n",
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" secret=secret_key\n",
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" )\n",
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" \n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "Er3HUBty4m7i"
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},
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"source": [
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"## Step 4: Run clearml-agent"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "QcczeU7OJ9G-"
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},
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"outputs": [],
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"source": [
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"!clearml-agent daemon --queue default"
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]
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}
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],
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"metadata": {
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"colab": {
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"authorship_tag": "ABX9TyMKeTOHrlQb98s9lDHxWFts",
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"collapsed_sections": [],
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"include_colab_link": true,
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"name": "clearml_colab_agent.ipynb",
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"provenance": [],
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"toc_visible": true
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},
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"interpreter": {
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"hash": "d75e902da2bbfe9f41879fcf2334f5819447e02a7f656a079df344fef4e78809"
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},
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"kernelspec": {
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"display_name": "Python 3.7.12 64-bit ('.env')",
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"name": "python3"
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},
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"language_info": {
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"name": "python",
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"version": ""
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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}
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