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<!DOCTYPE html>
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<title>What’s Digdag? — Digdag 0.10.5 documentation</title>
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<div class="section" id="what-s-digdag">
<h1>What’s Digdag?<a class="headerlink" href="#what-s-digdag" title="Permalink to this headline">¶</a></h1>
<p>Digdag is a simple tool that helps you to build, run, schedule, and monitor complex pipelines of tasks. It handles dependency resolution so that tasks run in order or in parallel.</p>
<p>Digdag fits simple replacement of cron, IT operations automation, data analytics batch jobs, machine learning pipelines, and many more by using Directed Acyclic Graphs (DAG) as the infrastructure.</p>
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<div class="section" id="getting-started">
<h1><a class="reference external" href="getting_started.html">Getting started</a><a class="headerlink" href="#getting-started" title="Permalink to this headline">¶</a></h1>
<p>> “<a class="reference external" href="getting_started.html">Digdag in 5 minutes</a>”</p>
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<div class="section" id="learn-more">
<h1><a class="reference external" href="architecture.html">Learn more</a><a class="headerlink" href="#learn-more" title="Permalink to this headline">¶</a></h1>
<p>> “<a class="reference external" href="architecture.html">Architecture</a>”</p>
<div class="section" id="table-of-contents">
<h2>Table of Contents<a class="headerlink" href="#table-of-contents" title="Permalink to this headline">¶</a></h2>
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<ul>
<li class="toctree-l1"><a class="reference internal" href="getting_started.html">Getting started</a><ul>
<li class="toctree-l2"><a class="reference internal" href="getting_started.html#requirements">1. Requirements.</a></li>
<li class="toctree-l2"><a class="reference internal" href="getting_started.html#downloading-the-latest-version">2. Downloading the latest version</a></li>
<li class="toctree-l2"><a class="reference internal" href="getting_started.html#running-sample-workflow">3. Running sample workflow</a></li>
<li class="toctree-l2"><a class="reference internal" href="getting_started.html#next-steps">Next steps</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="architecture.html">Architecture</a><ul>
<li class="toctree-l2"><a class="reference internal" href="architecture.html#automating-workflow-with-digdag">Automating workflow with Digdag</a></li>
<li class="toctree-l2"><a class="reference internal" href="architecture.html#organizing-tasks-by-groups">Organizing tasks by groups</a></li>
<li class="toctree-l2"><a class="reference internal" href="architecture.html#workflow-as-code">Workflow as code</a></li>
<li class="toctree-l2"><a class="reference internal" href="architecture.html#running-with-local-mode">Running with local mode</a></li>
<li class="toctree-l2"><a class="reference internal" href="architecture.html#running-on-a-server">Running on a server</a></li>
<li class="toctree-l2"><a class="reference internal" href="architecture.html#next-steps">Next steps</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="concepts.html">Concepts</a><ul>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#projects-and-revisions">Projects and revisions</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#sessions-and-attempts">Sessions and attempts</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#scheduled-execution-and-session-time">Scheduled execution and session_time</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#tasks">Tasks</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#export-and-store-parameters">Export and store parameters</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#operators-and-plugins">Operators and plugins</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#dynamic-task-generation-and-check-error-tasks">Dynamic task generation and _check/_error tasks</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#task-naming-and-resuming">Task naming and resuming</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#workspace">Workspace</a></li>
<li class="toctree-l2"><a class="reference internal" href="concepts.html#next-steps">Next steps</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="workflow_definition.html">Workflow definition</a><ul>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#workflow-definition-dig-files">Workflow definition: *.dig files</a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#is-a-task">“+” is a task</a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#operators">operators></a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#using-variables">Using ${variables}</a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#calculating-variables">Calculating variables</a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#defining-variables">Defining variables</a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#include-another-file">!include another file</a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#parallel-execution">Parallel execution</a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#retrying-failed-tasks-automatically">Retrying failed tasks automatically</a></li>
<li class="toctree-l2"><a class="reference internal" href="workflow_definition.html#sending-error-notification">Sending error notification</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="scheduling_workflow.html">Scheduling workflow</a><ul>
<li class="toctree-l2"><a class="reference internal" href="scheduling_workflow.html#setting-up-a-schedule">Setting up a schedule</a></li>
<li class="toctree-l2"><a class="reference internal" href="scheduling_workflow.html#running-scheduler">Running scheduler</a></li>
<li class="toctree-l2"><a class="reference internal" href="scheduling_workflow.html#checking-scheduling-status">Checking scheduling status</a></li>
<li class="toctree-l2"><a class="reference internal" href="scheduling_workflow.html#setting-an-alert-if-a-workflow-doesn-t-finish-within-expected-time">Setting an alert if a workflow doesn’t finish within expected time</a></li>
<li class="toctree-l2"><a class="reference internal" href="scheduling_workflow.html#skipping-a-next-workflow-session">Skipping a next workflow session</a></li>
<li class="toctree-l2"><a class="reference internal" href="scheduling_workflow.html#skipping-backfill">Skipping backfill</a></li>
<li class="toctree-l2"><a class="reference internal" href="scheduling_workflow.html#set-start-end">Set start/end</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="operators.html">Operators</a><ul>
<li class="toctree-l2"><a class="reference internal" href="operators/workflow_control.html">Workflow control operators</a></li>
<li class="toctree-l2"><a class="reference internal" href="operators/treasure_data.html">Treasure Data operators</a></li>
<li class="toctree-l2"><a class="reference internal" href="operators/database.html">Database operators</a></li>
<li class="toctree-l2"><a class="reference internal" href="operators/network.html">Network operators</a></li>
<li class="toctree-l2"><a class="reference internal" href="operators/aws.html">Amazon Web Services operators</a></li>
<li class="toctree-l2"><a class="reference internal" href="operators/gcp.html">Google Cloud Platform operators</a></li>
<li class="toctree-l2"><a class="reference internal" href="operators/scripting.html">Scripting operators</a></li>
<li class="toctree-l2"><a class="reference internal" href="operators/param.html">Param operators</a></li>
</ul>
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<li class="toctree-l1"><a class="reference internal" href="command_reference.html">Command reference</a><ul>
<li class="toctree-l2"><a class="reference internal" href="command_reference.html#local-mode-commands">Local-mode commands</a></li>
<li class="toctree-l2"><a class="reference internal" href="command_reference.html#server-mode-commands">Server-mode commands</a></li>
<li class="toctree-l2"><a class="reference internal" href="command_reference.html#client-mode-commands">Client-mode commands</a></li>
<li class="toctree-l2"><a class="reference internal" href="command_reference.html#common-options">Common options</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="python_api.html">Language API - Python</a><ul>
<li class="toctree-l2"><a class="reference internal" href="python_api.html#programmable-workflow-in-python">Programmable workflow in Python</a></li>
<li class="toctree-l2"><a class="reference internal" href="python_api.html#defining-variables">Defining variables</a></li>
<li class="toctree-l2"><a class="reference internal" href="python_api.html#method-argument-mapping">Method argument mapping</a></li>
<li class="toctree-l2"><a class="reference internal" href="python_api.html#generating-child-tasks">Generating child tasks</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="ruby_api.html">Language API - Ruby</a><ul>
<li class="toctree-l2"><a class="reference internal" href="ruby_api.html#programmable-workflow-in-ruby">Programmable workflow in Ruby</a></li>
<li class="toctree-l2"><a class="reference internal" href="ruby_api.html#defining-variables">Defining variables</a></li>
<li class="toctree-l2"><a class="reference internal" href="ruby_api.html#method-argument-mapping">Method argument mapping</a></li>
<li class="toctree-l2"><a class="reference internal" href="ruby_api.html#generating-child-tasks">Generating child tasks</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="rest_api.html">REST API</a></li>
<li class="toctree-l1"><a class="reference internal" href="command_executor.html">Command Executor</a><ul>
<li class="toctree-l2"><a class="reference internal" href="command_executor.html#ecs">ECS</a></li>
<li class="toctree-l2"><a class="reference internal" href="command_executor.html#docker">Docker</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="internal.html">Internal architecture</a><ul>
<li class="toctree-l2"><a class="reference internal" href="internal.html#task-logging">Task logging</a></li>
<li class="toctree-l2"><a class="reference internal" href="internal.html#database">Database</a></li>
<li class="toctree-l2"><a class="reference internal" href="internal.html#api-server-agent-workflow-executor-and-schedule-executor">API server, agent, workflow executor, and schedule executor</a></li>
<li class="toctree-l2"><a class="reference internal" href="internal.html#task-queue">Task queue</a></li>
<li class="toctree-l2"><a class="reference internal" href="internal.html#project-archive-storage">Project archive storage</a></li>
<li class="toctree-l2"><a class="reference internal" href="internal.html#command-executor">Command executor</a></li>
<li class="toctree-l2"><a class="reference internal" href="internal.html#extension-mechanisms">Extension mechanisms</a></li>
<li class="toctree-l2"><a class="reference internal" href="internal.html#next-steps">Next steps</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="metrics.html">Digdag metrics (experimental)</a><ul>
<li class="toctree-l2"><a class="reference internal" href="metrics.html#metrics-category">Metrics category</a></li>
<li class="toctree-l2"><a class="reference internal" href="metrics.html#setup">Setup</a></li>
<li class="toctree-l2"><a class="reference internal" href="metrics.html#api-metrics">API metrics</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="community_contributions.html">Community Contributions</a><ul>
<li class="toctree-l2"><a class="reference internal" href="community_contributions.html#operators">Operators</a></li>
<li class="toctree-l2"><a class="reference internal" href="community_contributions.html#extensions">Extensions</a></li>
<li class="toctree-l2"><a class="reference internal" href="community_contributions.html#clients-tools">Clients / Tools</a></li>
<li class="toctree-l2"><a class="reference internal" href="community_contributions.html#contents">Contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="releases.html">Release Notes</a><ul>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.10.5.html">Release 0.10.5</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.10.4.html">Release 0.10.4</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.10.3.html">Release 0.10.3</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.10.2.html">Release 0.10.2</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.10.1.html">Release 0.10.1</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.10.0.html">Release 0.10.0</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.42.html">Release 0.9.42</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.41.html">Release 0.9.41</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.40.html">Release 0.9.40</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.39.html">Release 0.9.39</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.38.html">Release 0.9.38</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.37.html">Release 0.9.37</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.36.html">Release 0.9.36</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.35.html">Release 0.9.35</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.34.html">Release 0.9.34</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.33.html">Release 0.9.33</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.32.html">Release 0.9.32</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.31.html">Release 0.9.31</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.30.html">Release 0.9.30</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.29.html">Release 0.9.29</a></li>
<li class="toctree-l2"><a class="reference internal" href="releases/release-0.9.28.html">Release 0.9.28</a></li>
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