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fetch_ml/docs/_site/user-permissions/index.html
Jeremie Fraeys 385d2cf386 docs: add comprehensive documentation with MkDocs site 
- Add complete API documentation and architecture guides
- Include quick start, installation, and deployment guides
- Add troubleshooting and security documentation
- Include CLI reference and configuration schema docs
- Add production monitoring and operations guides
- Implement MkDocs configuration with search functionality
- Include comprehensive user and developer documentation

Provides complete documentation for users and developers
covering all aspects of the FetchML platform.
2025-12-04 16:54:57 -05:00

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User Permissions in Fetch ML
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Job Permissions
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User Types
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API Key Setup
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<h1 id="user-permissions-in-fetch-ml">User Permissions in Fetch ML<a class="headerlink" href="#user-permissions-in-fetch-ml" title="Permanent link">&para;</a></h1>
<p>Fetch ML now supports user-based permissions to ensure data scientists can only view and manage their own experiments while administrators retain full control.</p>
<h2 id="overview">Overview<a class="headerlink" href="#overview" title="Permanent link">&para;</a></h2>
<ul>
<li><strong>User Isolation</strong>: Each user can only see their own experiments</li>
<li><strong>Admin Override</strong>: Administrators can view and manage all experiments</li>
<li><strong>Permission-Based</strong>: Fine-grained permissions for create, read, update operations</li>
<li><strong>API Key Authentication</strong>: Secure authentication using API keys</li>
</ul>
<h2 id="permissions">Permissions<a class="headerlink" href="#permissions" title="Permanent link">&para;</a></h2>
<h3 id="job-permissions">Job Permissions<a class="headerlink" href="#job-permissions" title="Permanent link">&para;</a></h3>
<ul>
<li><code>jobs:create</code> - Create new experiments</li>
<li><code>jobs:read</code> - View experiment status and results</li>
<li><code>jobs:update</code> - Cancel or modify experiments</li>
</ul>
<h3 id="user-types">User Types<a class="headerlink" href="#user-types" title="Permanent link">&para;</a></h3>
<ul>
<li><strong>Administrators</strong>: Full access to all experiments and system operations</li>
<li><strong>Data Scientists</strong>: Access to their own experiments only</li>
<li><strong>Viewers</strong>: Read-only access to their own experiments</li>
</ul>
<h2 id="cli-usage">CLI Usage<a class="headerlink" href="#cli-usage" title="Permanent link">&para;</a></h2>
<h3 id="view-your-jobs">View Your Jobs<a class="headerlink" href="#view-your-jobs" title="Permanent link">&para;</a></h3>
<p><div class="highlight"><pre><span></span><code>ml<span class="w"> </span>status
</code></pre></div>
Shows only your experiments with user context displayed.</p>
<h3 id="cancel-your-jobs">Cancel Your Jobs<a class="headerlink" href="#cancel-your-jobs" title="Permanent link">&para;</a></h3>
<p><div class="highlight"><pre><span></span><code>ml<span class="w"> </span>cancel<span class="w"> </span>&lt;job-name&gt;
</code></pre></div>
Only allows canceling your own experiments (unless you're an admin).</p>
<h3 id="authentication">Authentication<a class="headerlink" href="#authentication" title="Permanent link">&para;</a></h3>
<p>The CLI automatically authenticates using your API key from <code>~/.ml/config.toml</code>.</p>
<h2 id="configuration">Configuration<a class="headerlink" href="#configuration" title="Permanent link">&para;</a></h2>
<h3 id="api-key-setup">API Key Setup<a class="headerlink" href="#api-key-setup" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="k">[worker]</span>
<span class="n">api_key</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s2">&quot;your-api-key-here&quot;</span>
</code></pre></div>
<h3 id="user-roles">User Roles<a class="headerlink" href="#user-roles" title="Permanent link">&para;</a></h3>
<p>User roles and permissions are configured on the server side by administrators.</p>
<h2 id="security-features">Security Features<a class="headerlink" href="#security-features" title="Permanent link">&para;</a></h2>
<ul>
<li><strong>API Key Hashing</strong>: Keys are hashed before transmission</li>
<li><strong>User Filtering</strong>: Server-side filtering prevents unauthorized access</li>
<li><strong>Permission Validation</strong>: All operations require appropriate permissions</li>
<li><strong>Audit Logging</strong>: All user actions are logged</li>
</ul>
<h2 id="examples">Examples<a class="headerlink" href="#examples" title="Permanent link">&para;</a></h2>
<h3 id="data-scientist-workflow">Data Scientist Workflow<a class="headerlink" href="#data-scientist-workflow" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="c1"># Submit your experiment</span>
ml<span class="w"> </span>run<span class="w"> </span>my-experiment
<span class="c1"># Check your experiments (only shows yours)</span>
ml<span class="w"> </span>status
<span class="c1"># Cancel your own experiment</span>
ml<span class="w"> </span>cancel<span class="w"> </span>my-experiment
</code></pre></div>
<h3 id="administrator-workflow">Administrator Workflow<a class="headerlink" href="#administrator-workflow" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="c1"># View all experiments (admin sees everything)</span>
ml<span class="w"> </span>status
<span class="c1"># Cancel any user&#39;s experiment</span>
ml<span class="w"> </span>cancel<span class="w"> </span>user-experiment
</code></pre></div>
<h2 id="error-messages">Error Messages<a class="headerlink" href="#error-messages" title="Permanent link">&para;</a></h2>
<ul>
<li><strong>"Insufficient permissions"</strong>: You don't have the required permission</li>
<li><strong>"You can only cancel your own jobs"</strong>: Ownership restriction</li>
<li><strong>"Invalid API key"</strong>: Authentication failed</li>
</ul>
<h2 id="migration-notes">Migration Notes<a class="headerlink" href="#migration-notes" title="Permanent link">&para;</a></h2>
<ul>
<li>Existing configurations continue to work</li>
<li>When auth is disabled, all users have admin-like access</li>
<li>User ownership is automatically assigned to new experiments</li>
</ul>
<p>For more details, see the architecture documentation.</p>
</article>
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