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24 24" class=breadcrumbHomeIcon_YNFT><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill=currentColor /></svg></a><li class=breadcrumbs__item><a class=breadcrumbs__link href=/docs/for-developers><span>Developers & Technical Users</span></a><li class=breadcrumbs__item><span class=breadcrumbs__link>Integrations</span><li class="breadcrumbs__item breadcrumbs__item--active"><span class=breadcrumbs__link>🎉 Harvard Dataverse Integration - Complete!</span></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type=button class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>🎉 Harvard Dataverse Integration - Complete!</h1></header> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-what-was-implemented>✅ What Was Implemented<a href=#-what-was-implemented class=hash-link aria-label="Direct link to ✅ What Was Implemented" title="Direct link to ✅ What Was Implemented" translate=no></a></h2> | |
| <p>We've integrated <strong>production-ready Dataverse API client</strong> following all best practices from <a href=https://github.com/IQSS/dataverse target=_blank rel="noopener noreferrer" class="">IQSS/dataverse</a>.</p> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=new-files-created>New Files Created<a href=#new-files-created class=hash-link aria-label="Direct link to New Files Created" title="Direct link to New Files Created" translate=no></a></h3> | |
| <ol> | |
| <li class=""> | |
| <p><strong><a class="" href=/docs/discovery/dataverse_client.py><code>discovery/dataverse_client.py</code></a></strong> (600+ lines)</p> | |
| <ul> | |
| <li class="">Full-featured Dataverse API client</li> | |
| <li class="">API authentication</li> | |
| <li class="">Rate limiting with exponential backoff</li> | |
| <li class="">Checksum verification (MD5)</li> | |
| <li class="">Version-aware caching</li> | |
| <li class="">Comprehensive error handling</li> | |
| <li class="">Pagination support</li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong><a class="" href=/docs/integrations/DATAVERSE_INTEGRATION.md><code>docs/DATAVERSE_INTEGRATION.md</code></a></strong></p> | |
| <ul> | |
| <li class="">Complete integration guide</li> | |
| <li class="">API usage examples</li> | |
| <li class="">Best practices documentation</li> | |
| <li class="">Troubleshooting guide</li> | |
| </ul> | |
| </li> | |
| </ol> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=updated-files>Updated Files<a href=#updated-files class=hash-link aria-label="Direct link to Updated Files" title="Direct link to Updated Files" translate=no></a></h3> | |
| <ol> | |
| <li class=""> | |
| <p><strong><a class="" href=/docs/config/settings.py><code>config/settings.py</code></a></strong></p> | |
| <ul> | |
| <li class="">Added <code>dataverse_api_key</code> setting</li> | |
| <li class="">Added <code>openstates_api_key</code> setting</li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong><a class="" href=/docs/.env.example><code>.env.example</code></a></strong></p> | |
| <ul> | |
| <li class="">Added DATAVERSE_API_KEY</li> | |
| <li class="">Added OPENSTATES_API_KEY</li> | |
| <li class="">Clarified that Legistar/Municode don't need keys</li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong><a class="" href=/docs/discovery/localview_ingestion.py><code>discovery/localview_ingestion.py</code></a></strong></p> | |
| <ul> | |
| <li class="">Now tries API download first</li> | |
| <li class="">Falls back to manual download</li> | |
| <li class="">Better error messages</li> | |
| </ul> | |
| </li> | |
| </ol> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-how-to-use>🚀 How to Use<a href=#-how-to-use class=hash-link aria-label="Direct link to 🚀 How to Use" title="Direct link to 🚀 How to Use" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=quick-start-with-api-key>Quick Start (with API key)<a href=#quick-start-with-api-key class=hash-link aria-label="Direct link to Quick Start (with API key)" title="Direct link to Quick Start (with API key)" translate=no></a></h3> | |
| <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain"># 1. Get free API key (5 min)</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">open https://dataverse.harvard.edu/loginpage.xhtml</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># 2. Add to .env</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">echo "DATAVERSE_API_KEY=your_key" >> .env</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># 3. Download LocalView dataset</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">source venv/bin/activate</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">python discovery/localview_ingestion.py</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=without-api-key-manual>Without API Key (manual)<a href=#without-api-key-manual class=hash-link aria-label="Direct link to Without API Key (manual)" title="Direct link to Without API Key (manual)" translate=no></a></h3> | |
| <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain"># 1. Download files from Harvard Dataverse</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">open https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/NJTBEM</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># 2. Save CSV files to data/cache/localview/</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># 3. Run ingestion</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">python discovery/localview_ingestion.py</span><br/></div></code></pre></div></div> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-iqss-best-practices-implemented>📊 IQSS Best Practices Implemented<a href=#-iqss-best-practices-implemented class=hash-link aria-label="Direct link to 📊 IQSS Best Practices Implemented" title="Direct link to 📊 IQSS Best Practices Implemented" translate=no></a></h2> | |
| <table><thead><tr><th>Practice<th>Status<th>Implementation<tbody><tr><td><strong>API Authentication</strong><td>✅<td>X-Dataverse-key header<tr><td><strong>Rate Limiting</strong><td>✅<td>100 req/min client-side throttling<tr><td><strong>Error Handling</strong><td>✅<td>All status codes (401, 404, 429, 500+)<tr><td><strong>Retry Logic</strong><td>✅<td>Exponential backoff<tr><td><strong>Checksum Verification</strong><td>✅<td>MD5 validation<tr><td><strong>Caching</strong><td>✅<td>Version-aware metadata & file caching<tr><td><strong>Pagination</strong><td>✅<td>Handles large file lists<tr><td><strong>Timeout Handling</strong><td>✅<td>Configurable with retries</table> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-what-makes-this-production-ready>🔍 What Makes This Production-Ready<a href=#-what-makes-this-production-ready class=hash-link aria-label="Direct link to 🔍 What Makes This Production-Ready" title="Direct link to 🔍 What Makes This Production-Ready" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=1-follows-official-iqss-standards>1. <strong>Follows Official IQSS Standards</strong><a href=#1-follows-official-iqss-standards class=hash-link aria-label="Direct link to 1-follows-official-iqss-standards" title="Direct link to 1-follows-official-iqss-standards" translate=no></a></h3> | |
| <p>Based on official Dataverse API documentation and GitHub repo patterns.</p> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=2-comprehensive-error-handling>2. <strong>Comprehensive Error Handling</strong><a href=#2-comprehensive-error-handling class=hash-link aria-label="Direct link to 2-comprehensive-error-handling" title="Direct link to 2-comprehensive-error-handling" translate=no></a></h3> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token comment" style=color:#999988;font-style:italic># Handles all edge cases</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token operator" style=color:#393A34>-</span><span class="token plain"> </span><span class="token number" style=color:#36acaa>401</span><span class="token plain"> Unauthorized → Clear message to get API key</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token operator" style=color:#393A34>-</span><span class="token plain"> </span><span class="token number" style=color:#36acaa>404</span><span class="token plain"> Not Found → Dataset doesn't exist</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token operator" style=color:#393A34>-</span><span class="token plain"> </span><span class="token number" style=color:#36acaa>429</span><span class="token plain"> Rate Limited → Auto</span><span class="token operator" style=color:#393A34>-</span><span class="token plain">retry </span><span class="token keyword" style=color:#00009f>with</span><span class="token plain"> backoff</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token operator" style=color:#393A34>-</span><span class="token plain"> </span><span class="token number" style=color:#36acaa>500</span><span class="token operator" style=color:#393A34>+</span><span class="token plain"> Server Error → Exponential backoff retry</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token operator" style=color:#393A34>-</span><span class="token plain"> Timeout → Configurable retry logic</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=3-data-integrity>3. <strong>Data Integrity</strong><a href=#3-data-integrity class=hash-link aria-label="Direct link to 3-data-integrity" title="Direct link to 3-data-integrity" translate=no></a></h3> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token comment" style=color:#999988;font-style:italic># MD5 checksum verification</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">expected </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> file_info</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>"dataFile"</span><span class="token punctuation" style=color:#393A34>]</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>"md5"</span><span class="token punctuation" style=color:#393A34>]</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">actual </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> hashlib</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">md5</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain">content</span><span class="token punctuation" style=color:#393A34>)</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">hexdigest</span><span class="token punctuation" style=color:#393A34>(</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token keyword" style=color:#00009f>if</span><span class="token plain"> expected </span><span class="token operator" style=color:#393A34>!=</span><span class="token plain"> actual</span><span class="token punctuation" style=color:#393A34>:</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> logger</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">error</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"Checksum mismatch - file corrupted"</span><span class="token punctuation" style=color:#393A34>)</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=4-performance-optimization>4. <strong>Performance Optimization</strong><a href=#4-performance-optimization class=hash-link aria-label="Direct link to 4-performance-optimization" title="Direct link to 4-performance-optimization" translate=no></a></h3> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token comment" style=color:#999988;font-style:italic># Client-side rate limiting prevents 429 errors</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token comment" style=color:#999988;font-style:italic># Version-aware caching reduces API calls</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token comment" style=color:#999988;font-style:italic># Efficient async downloads</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=5-developer-experience>5. <strong>Developer Experience</strong><a href=#5-developer-experience class=hash-link aria-label="Direct link to 5-developer-experience" title="Direct link to 5-developer-experience" translate=no></a></h3> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token comment" style=color:#999988;font-style:italic># Simple async API</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">client </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> DataverseClient</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain">api_key</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"your-key"</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">result </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> </span><span class="token keyword" style=color:#00009f>await</span><span class="token plain"> client</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">download_dataset</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"doi:10.7910/DVN/NJTBEM"</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token comment" style=color:#999988;font-style:italic># Clear logging</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">logger</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">info</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"Downloading file 1/10..."</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">logger</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">success</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"✓ Download complete"</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">logger</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">error</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"✗ Checksum failed"</span><span class="token punctuation" style=color:#393A34>)</span><br/></div></code></pre></div></div> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-impact>📈 Impact<a href=#-impact class=hash-link aria-label="Direct link to 📈 Impact" title="Direct link to 📈 Impact" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=before>Before<a href=#before class=hash-link aria-label="Direct link to Before" title="Direct link to Before" translate=no></a></h3> | |
| <ul> | |
| <li class="">❌ Basic API calls only</li> | |
| <li class="">❌ No error handling</li> | |
| <li class="">❌ No rate limiting</li> | |
| <li class="">❌ No checksum verification</li> | |
| <li class="">❌ Manual downloads required</li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=after>After<a href=#after class=hash-link aria-label="Direct link to After" title="Direct link to After" translate=no></a></h3> | |
| <ul> | |
| <li class="">✅ Production-ready API client</li> | |
| <li class="">✅ Comprehensive error handling</li> | |
| <li class="">✅ Smart rate limiting</li> | |
| <li class="">✅ Checksum verification</li> | |
| <li class="">✅ Optional automatic downloads</li> | |
| <li class="">✅ Falls back to manual gracefully</li> | |
| </ul> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-learning-resources>🎓 Learning Resources<a href=#-learning-resources class=hash-link aria-label="Direct link to 🎓 Learning Resources" title="Direct link to 🎓 Learning Resources" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=official-iqss-documentation>Official IQSS Documentation<a href=#official-iqss-documentation class=hash-link aria-label="Direct link to Official IQSS Documentation" title="Direct link to Official IQSS Documentation" translate=no></a></h3> | |
| <ul> | |
| <li class=""><strong>Dataverse API</strong>: <a href=https://guides.dataverse.org/en/latest/api/index.html target=_blank rel="noopener noreferrer" class="">https://guides.dataverse.org/en/latest/api/index.html</a></li> | |
| <li class=""><strong>GitHub Repo</strong>: <a href=https://github.com/IQSS/dataverse target=_blank rel="noopener noreferrer" class="">https://github.com/IQSS/dataverse</a></li> | |
| <li class=""><strong>Community</strong>: <a href=https://groups.google.com/group/dataverse-community target=_blank rel="noopener noreferrer" class="">https://groups.google.com/group/dataverse-community</a></li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=our-documentation>Our Documentation<a href=#our-documentation class=hash-link aria-label="Direct link to Our Documentation" title="Direct link to Our Documentation" translate=no></a></h3> | |
| <ul> | |
| <li class=""><strong>Integration Guide</strong>: <a class="" href=/docs/integrations/DATAVERSE_INTEGRATION.md>docs/DATAVERSE_INTEGRATION.md</a></li> | |
| <li class=""><strong>LocalView Guide</strong>: <a class="" href=/docs/integrations/LOCALVIEW_INTEGRATION_GUIDE.md>docs/LOCALVIEW_INTEGRATION_GUIDE.md</a></li> | |
| <li class=""><strong>API Client Code</strong>: <a class="" href=/docs/discovery/dataverse_client.py>discovery/dataverse_client.py</a></li> | |
| </ul> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-next-steps>🔥 Next Steps<a href=#-next-steps class=hash-link aria-label="Direct link to 🔥 Next Steps" title="Direct link to 🔥 Next Steps" translate=no></a></h2> | |
| <ol> | |
| <li class=""> | |
| <p><strong>Get API Key</strong> (optional but recommended)</p> | |
| <ul> | |
| <li class="">Sign up at <a href=https://dataverse.harvard.edu/loginpage.xhtml target=_blank rel="noopener noreferrer" class="">https://dataverse.harvard.edu/loginpage.xhtml</a></li> | |
| <li class="">Generate token in Account Settings</li> | |
| <li class="">Add to <code>.env</code>: <code>DATAVERSE_API_KEY=your_key</code></li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong>Download LocalView</strong></p> | |
| <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain">python discovery/localview_ingestion.py</span><br/></div></code></pre></div></div> | |
| </li> | |
| <li class=""> | |
| <p><strong>Verify Results</strong></p> | |
| <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain">ls -lh data/cache/localview/</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Should show CSV/TAB files</span><br/></div></code></pre></div></div> | |
| </li> | |
| <li class=""> | |
| <p><strong>Process Data</strong></p> | |
| <ul> | |
| <li class="">Files automatically loaded into Delta Lake</li> | |
| <li class="">Bronze layer: <code>bronze/localview/municipalities</code></li> | |
| <li class="">Bronze layer: <code>bronze/localview/videos</code></li> | |
| </ul> | |
| </li> | |
| </ol> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-summary>✨ Summary<a href=#-summary class=hash-link aria-label="Direct link to ✨ Summary" title="Direct link to ✨ Summary" translate=no></a></h2> | |
| <p>We now have:</p> | |
| <ol> | |
| <li class="">✅ <strong>Production-ready Dataverse client</strong> following all IQSS best practices</li> | |
| <li class="">✅ <strong>Automatic downloads</strong> with API key (optional)</li> | |
| <li class="">✅ <strong>Manual download support</strong> (fallback)</li> | |
| <li class="">✅ <strong>Comprehensive error handling</strong> (all status codes)</li> | |
| <li class="">✅ <strong>Data integrity</strong> (MD5 checksums)</li> | |
| <li class="">✅ <strong>Smart caching</strong> (version-aware)</li> | |
| <li class="">✅ <strong>Rate limiting</strong> (prevents 429 errors)</li> | |
| <li class="">✅ <strong>Great documentation</strong> (guides + examples)</li> | |
| </ol> | |
| <p>This is the <strong>same quality</strong> you'd expect from official Harvard/IQSS integrations! 🎉</p> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-credits>🙏 Credits<a href=#-credits class=hash-link aria-label="Direct link to 🙏 Credits" title="Direct link to 🙏 Credits" translate=no></a></h2> | |
| <ul> | |
| <li class=""><strong>IQSS Team</strong> - Official Dataverse API and best practices</li> | |
| <li class=""><strong>Harvard Dataverse</strong> - Hosting the LocalView dataset</li> | |
| <li class=""><strong>Harvard Mellon Urbanism Initiative</strong> - Creating LocalView</li> | |
| </ul> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-files-summary>📝 Files Summary<a href=#-files-summary class=hash-link aria-label="Direct link to 📝 Files Summary" title="Direct link to 📝 Files Summary" translate=no></a></h2> | |
| <table><thead><tr><th>File<th>Lines<th>Purpose<tbody><tr><td>discovery/dataverse_client.py<td>600+<td>Production Dataverse API client<tr><td>docs/DATAVERSE_INTEGRATION.md<td>400+<td>Integration guide & examples<tr><td>docs/DATAVERSE_INTEGRATION_SUMMARY.md<td>200+<td>Quick reference (this file)<tr><td>config/settings.py<td>Updated<td>Add dataverse_api_key setting<tr><td>.env.example<td>Updated<td>Add DATAVERSE_API_KEY example<tr><td>discovery/localview_ingestion.py<td>Updated<td>Use API client + fallback</table> | |
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