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how-to-guides/configure-service/index.html
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@ -526,7 +526,7 @@
<li class="md-nav__item">
<a href="../large_file/" class="md-nav__link">
How to use LargeFile-s
How to use LargeFiles
</a>
</li>
@ -884,7 +884,7 @@
<h1 id="how-to-configure-greatai">How to configure GreatAI<a class="headerlink" href="#how-to-configure-greatai" title="Permanent link">#</a></h1>
<p>GreatAI aims to provide reasonable defaults wherever possible. The current configuration is always prominently displayed (and updated) on the dashboard and in the command-line startup banner.</p>
<p>GreatAI aims to provide reasonable defaults wherever possible. The current configuration is always prominently displayed (and updated) on the dashboard and in the command-line start-up banner.</p>
<h2 id="using-great_aiconfigure">Using <a class="autorefs autorefs-internal" href="../../reference/#great_ai.configure">great_ai.configure</a><a class="headerlink" href="#using-great_aiconfigure" title="Permanent link">#</a></h2>
<p>You can override any of the default settings by calling <a class="autorefs autorefs-internal" href="../../reference/#great_ai.configure">great_ai.configure</a>. If you don't call <code>configure</code>, the default settings are applied on the first call to most <code>great-ai</code> functions.</p>
<div class="admonition warning">
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<h2 id="using-remote-storage">Using remote storage<a class="headerlink" href="#using-remote-storage" title="Permanent link">#</a></h2>
<p>The only aspect that cannot be automated is choosing the backing storage for the database and file storage.</p>
<p>Right now, you have 3 options for storing the models and large datasets: <a class="autorefs autorefs-internal" href="../../reference/large-file/#great_ai.large_file.LargeFileLocal">LargeFileLocal</a>, <a class="autorefs autorefs-internal" href="../../reference/large-file/#great_ai.large_file.LargeFileMongo">LargeFileMongo</a>, and <a class="autorefs autorefs-internal" href="../../reference/large-file/#great_ai.large_file.LargeFileS3">LargeFileS3</a>.</p>
<p>Without explicit configuration, <a class="autorefs autorefs-internal" href="../../reference/large-file/#great_ai.large_file.LargeFileLocal">LargeFileLocal</a> is selected by default. This one still version-controls your files but it only stores them in a local path.</p>
<p>Without explicit configuration, <a class="autorefs autorefs-internal" href="../../reference/large-file/#great_ai.large_file.LargeFileLocal">LargeFileLocal</a> is selected by default. This one still version-controls your files but it only stores them in a local path (which of course can be a remote volume attached by <a href="https://en.wikipedia.org/wiki/Network_File_System" target="_blank">NFS</a>, <a href="https://hadoop.apache.org/docs/r1.2.1/hdfs_design.html" target="_blank">HDFS</a>, etc.).</p>
<div class="admonition important">
<p class="admonition-title">Important</p>
<p>If your working directory contains a <code>mongo.ini</code> or <code>s3.ini</code> file, an attempt is made to auto-configure <a class="autorefs autorefs-internal" href="../../reference/large-file/#great_ai.large_file.LargeFileMongo">LargeFileMongo</a> or <a class="autorefs autorefs-internal" href="../../reference/large-file/#great_ai.large_file.LargeFileS3">LargeFileS3</a> respectively.</p>
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<a id="__codelineno-2-7" name="__codelineno-2-7" href="#__codelineno-2-7"></a><span class="n">save_model</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="s1">&#39;my-model&#39;</span><span class="p">)</span>
</code></pre></div>
<ol>
<li>This line isn't strictly necceseary because if <code>s3.ini</code> (or <code>mongo.ini</code>) is available in the current working directory, they are automatically used to configure their respective LargeFile implementations/databases.</li>
<li>This line isn't strictly necessary because if <code>s3.ini</code> (or <code>mongo.ini</code>) is available in the current working directory, they are automatically used to configure their respective LargeFile implementations/databases.</li>
</ol>
<details class="note">
<summary>Departing from AWS</summary>
@ -965,14 +965,14 @@
<h2 id="using-a-database">Using a database<a class="headerlink" href="#using-a-database" title="Permanent link">#</a></h2>
<p>By default, a thread-safe version of <a href="https://tinydb.readthedocs.io/en/latest/" target="_blank">TinyDB</a> is utilised for saving the prediction traces into a local file. Unfortunately, for most production needs, this method is not suitable.</p>
<h3 id="mongodb">MongoDB<a class="headerlink" href="#mongodb" title="Permanent link">#</a></h3>
<p>At the moment, only MongoDB is supported as a production-ready <code>TracingDatabase</code>. In order to use it, you have to either place a file named <code>mongo.ini</code> in your working directory, or explicitly call <a class="autorefs autorefs-internal" href="../../reference/#great_ai.MongoDbDriver">MongoDbDriver.configure_credentials_from_file</a> or <a class="autorefs autorefs-internal" href="../../reference/#great_ai.persistence.mongodb_driver.MongoDbDriver.configure_credentials">MongoDbDriver.configure_credentials</a>.</p>
<p>At the moment, only MongoDB is supported as a production-ready <code>TracingDatabase</code>. In order to use it, you have to either place a file named <code>mongo.ini</code> in your working directory, or explicitly call either <a class="autorefs autorefs-internal" href="../../reference/#great_ai.MongoDbDriver">MongoDbDriver.configure_credentials_from_file</a> or <a class="autorefs autorefs-internal" href="../../reference/#great_ai.persistence.mongodb_driver.MongoDbDriver.configure_credentials">MongoDbDriver.configure_credentials</a>.</p>
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Last update:
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">July 12, 2022</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">July 15, 2022</span>
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