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id="mw-content-subtitle"><div class="subpages">< <bdi dir="ltr"><a href="/wiki/Data_Platform_Engineering" title="Data Platform Engineering">Data Platform Engineering</a></bdi> | <bdi dir="ltr"><a href="/wiki/Data_Platform_Engineering/Data_Products" title="Data Platform Engineering/Data Products">Data Products</a></bdi></div></div></div> <div id="mw-content-text" class="mw-body-content"><div class="mw-content-ltr mw-parser-output" lang="en" dir="ltr"><meta property="mw:PageProp/toc"/> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="FY_24/25" data-mw-thread-id="h-FY_24/25"><span id="FY_24.2F25"></span><span data-mw-comment-start="" id="h-FY_24/25"></span>FY 24/25<span data-mw-comment-end="h-FY_24/25"></span></h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Data_Platform_Engineering/Data_Products/work_focus&action=edit&section=1" title="Edit section: FY 24/25"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The <a href="/wiki/Data_Platform_Engineering/Data_Products" title="Data Platform Engineering/Data Products">Data Products Team</a> is primarily focused on delivering towards the <a href="https://meta.wikimedia.org/wiki/Wikimedia_Foundation_Annual_Plan/2024-2025" class="extiw" title="metawiki:Wikimedia Foundation Annual Plan/2024-2025">FY 24/25's Annual Plan's</a>. first goal: <a href="https://meta.wikimedia.org/wiki/Wikimedia_Foundation_Annual_Plan/2024-2025/Goals/Infrastructure" class="extiw" title="metawiki:Wikimedia Foundation Annual Plan/2024-2025/Goals/Infrastructure">Infrastructure</a> by working towards <a href="https://meta.wikimedia.org/wiki/Wikimedia_Foundation_Annual_Plan/2024-2025/Product_%26_Technology_OKRs#SDS_Objectives" class="extiw" title="metawiki:Wikimedia Foundation Annual Plan/2024-2025/Product & Technology OKRs">Signals and Data Services objectives</a> and <a href="https://meta.wikimedia.org/wiki/Wikimedia_Foundation_Annual_Plan/2024-2025/Product_%26_Technology_OKRs#SDS_KRs" class="extiw" title="metawiki:Wikimedia Foundation Annual Plan/2024-2025/Product & Technology OKRs">key results</a>. Our secondary focus is on the <a class="external text" href="https://office.wikimedia.org/wiki/Product_%26_Technology/Essential_Work_Processes">essential work</a> of maintaining the <a href="https://wikitech.wikimedia.org/wiki/Data_Platform/Systems" class="extiw" title="labsconsole:Data Platform/Systems">systems, components, and products</a> that we own. "Essential work is “keeping the lights on” work that the P&T department recognizes as essential to continue the immediate operations of the Foundation and its projects." </p><p>The majority of our work will be in support of the <b>SDS Objective 2: Product managers can quickly, easily, and confidently evaluate the impacts of product features.</b> </p><p><b>Big Picture Goal:</b> drive innovation and improve Movement outcomes through the effective use of an experimentation platform that is iteratively developed and adopted across product teams. </p><p>Our first targeted <b>Key Result (2.1)</b> is<b>:</b> by the end of Q2, we can support 1 product team to evaluate a feature or product via basic split A/B testing that reduces their time to logged-in user interaction data by 50%. </p><p>We are beginning the new fiscal year with two hypotheses to support this KR: </p><p>(<b>2.1.1)</b> If we create an <b>integration test environment for the proposed 3rd party experimentation solutions</b>, we can collaborate practically with Data SRE, SRE, and QTE to <b>evaluate the solution’s viability within WMF infrastructure</b> in order to <b>make a confident build/install/buy recommendation</b>. </p><p>[DRAFT] (<b>2.1.6)</b> If we <b>dogfood Metrics Platform instrument configuration (MPIC),</b> we can ensure that the functional prototype is <b>ready for user testing.</b> </p><p>We will also support the <a href="/wiki/Growth" title="Growth">Growth</a> Team's adoption of the <a href="https://wikitech.wikimedia.org/wiki/Metrics_Platform" class="extiw" title="labsconsole:Metrics Platform">Metrics Platform</a> client libraries as they begin work to design their experimentation plan for the <a href="/wiki/Growth/Community_Updates" title="Growth/Community Updates">Community Updates module</a> and implement instrumentation. We hope to support their needs and create a standard <a href="https://en.wikipedia.org/wiki/Click-through_rate" class="extiw" title="en:Click-through rate">click through rate</a> instrument that can be used by any product team. </p> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="FY_23/24" data-mw-thread-id="h-FY_23/24"><span id="FY_23.2F24"></span><span data-mw-comment-start="" id="h-FY_23/24"></span>FY 23/24<span data-mw-comment-end="h-FY_23/24"></span></h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Data_Platform_Engineering/Data_Products/work_focus&action=edit&section=2" title="Edit section: FY 23/24"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <div class="mw-heading mw-heading3"><h3 id="Data_Products_Goals" data-mw-thread-id="h-Data_Products_Goals-FY_23/24"><span data-mw-comment-start="" id="h-Data_Products_Goals-FY_23/24"></span>Data Products Goals<span data-mw-comment-end="h-Data_Products_Goals-FY_23/24"></span></h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Data_Platform_Engineering/Data_Products/work_focus&action=edit&section=3" title="Edit section: Data Products Goals"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>At a high level, our team is currently focused on two hypotheses within the <a class="external text" href="https://meta.wikimedia.org/wiki/Wikimedia_Foundation_Annual_Plan/2023-2024/Product_%26_Technology#Keywords">WMF Product & Technology FY 23/24 annual plan</a> </p> <ul><li><a rel="nofollow" class="external text" href="https://app.asana.com/0/1204945603744438/1204946898182744">2.5.1: "If we develop a data contract composed of schema fragments and a consistent cross-platform API, we can reduce the number of steps required to instrument for an experiment and produce consistent data used across teams and experiments."</a></li> <li><a rel="nofollow" class="external text" href="https://app.asana.com/0/1204947010547267/1204947079212011">3.4.1: "If our trusted datasets are all in the same place following the same conventions in dimension semantics, naming, and granularity considerations; it will be easier to combine and extract the data and serve data that can be easily evaluated in terms of privacy."</a></li></ul> <p>We are also working on the <a rel="nofollow" class="external text" href="https://app.asana.com/share/wikimedia-foundation/committed-commons-impact-metrics/3758245663860/7a6d5ec43bd5c69fbd1578e7a144e488">committed work</a> of <a class="external text" href="https://commons.wikimedia.org/wiki/Commons:WMF_support_for_Commons/Commons_Impact_Metrics">Commons Impact Metrics</a> and other <a class="external text" href="https://office.wikimedia.org/wiki/Product_%26_Technology/Essential_Work_Processes">essential work</a> to maintain and and decrease maintenance burden on systems we steward. </p> <div class="mw-heading mw-heading3"><h3 id="Sprint_Goals" data-mw-thread-id="h-Sprint_Goals-FY_23/24"><span data-mw-comment-start="" id="h-Sprint_Goals-FY_23/24"></span>Sprint Goals<span data-mw-comment-end="h-Sprint_Goals-FY_23/24"></span></h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Data_Platform_Engineering/Data_Products/work_focus&action=edit&section=4" title="Edit section: Sprint Goals"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The goals for <a href="https://phabricator.wikimedia.org/project/view/6812/" class="extiw" title="phab:project/view/6812/">current sprint</a> are (23/10/24 - 23/11/214) </p> <ol><li>[HIGHEST] <a class="external text" href="https://phabricator.wikimedia.org/T349255">Commons Impact Metrics: Prep for GLAM Wiki Conference</a></li> <li>[HIGH] <a class="external text" href="https://phabricator.wikimedia.org/T349256">SDS 2.5: Core Interaction API Design, Implementation & Documentation</a></li> <li>[MEDIUM] <a class="external text" href="https://phabricator.wikimedia.org/T349325">Transition to 50/25/25 capacity structure</a></li> <li>[LOW] <a class="external text" href="https://phabricator.wikimedia.org/T349513">Sunset AQS 1</a></li></ol> <div class="mw-heading mw-heading4"><h4 id="Past_Sprints" data-mw-thread-id="h-Past_Sprints-Sprint_Goals"><span data-mw-comment-start="" id="h-Past_Sprints-Sprint_Goals"></span>Past Sprints<span data-mw-comment-end="h-Past_Sprints-Sprint_Goals"></span></h4><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Data_Platform_Engineering/Data_Products/work_focus&action=edit&section=5" title="Edit section: Past Sprints"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p><a class="external text" href="https://phabricator.wikimedia.org/project/view/6790/">23/10/23 - 23/10/23</a> </p> <ol><li>SDS 2.5.1: Prepare to onboard the rest of the team</li> <li>Traffic to all six services routed to AQS 2. AQS is ready to sunset.</li> <li>Technical strategy for Commons Impact Metrics prototype including implementation draft</li> <li>Dumps 2: Bring to complete or pause with a plan for future.</li> <li>Knowledge gaps: pause until we open work on SDS 3.4</li></ol> <p><br/> <a href="https://phabricator.wikimedia.org/project/view/6740/" class="extiw" title="phab:project/view/6740/">23/09/12 - 23/10/02</a> </p> <ol><li>At least one client library is refactored to include the new data contract (core schema and scheme fragments) and an existing instrument is prototyped [receiving live data?] <ol><li>Did not yet</li> <li>Almost at two client libraries refactored</li> <li>Merge requests not quite landed</li></ol></li> <li>[Continue] Generate XML dumps for simplewiki <ol><li>Not yet</li> <li>XML generated with everything but data quality issues form input</li> <li>How we import is remaining work</li></ol></li> <li>100% of traffic routed to Media, Pageviews [Edit and Editor Analytics next] <ol><li>Media done 🎉</li> <li>Pageviews is waiting on SRE</li></ol></li> <li>Knowledge Gaps Index metrics receive production traffic <ol><li>Waiting on SRE</li></ol></li> <li>Data dumps transition has been clearly communicated across stakeholders <ol><li>Done 🎉</li></ol></li></ol> <div class="mw-heading mw-heading5"><h5 id="23/08/28_-_23/09/08" data-mw-thread-id="h-23/08/28_-_23/09/08-Past_Sprints"><span id="23.2F08.2F28_-_23.2F09.2F08"></span><span data-mw-comment-start="" id="h-23/08/28_-_23/09/08-Past_Sprints"></span><a href="https://phabricator.wikimedia.org/project/view/6711/" class="extiw" title="phab:project/view/6711/"> 23/08/28 - 23/09/08</a><span data-mw-comment-end="h-23/08/28_-_23/09/08-Past_Sprints"></span></h5><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Data_Platform_Engineering/Data_Products/work_focus&action=edit&section=6" title="Edit section: 23/08/28 - 23/09/08"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p><span typeof="mw:File"><span><img src="//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/17px-Checkbox_black_unchecked.png" decoding="async" width="17" height="17" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/26px-Checkbox_black_unchecked.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/34px-Checkbox_black_unchecked.png 2x" data-file-width="92" data-file-height="92"/></span></span> Generate XML dumps for a simplewiki </p><p><span typeof="mw:File"><span><img src="//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/17px-Checkbox_black_unchecked.png" decoding="async" width="17" height="17" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/26px-Checkbox_black_unchecked.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/34px-Checkbox_black_unchecked.png 2x" data-file-width="92" data-file-height="92"/></span></span> Core interaction schema and schema fragments are prototyped and tested in preparation for updating metrics platform client libraries next sprint </p><p><span typeof="mw:File"><span><img src="//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/17px-Checkbox_black_unchecked.png" decoding="async" width="17" height="17" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/26px-Checkbox_black_unchecked.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/34px-Checkbox_black_unchecked.png 2x" data-file-width="92" data-file-height="92"/></span></span> 100% of traffic routed to Geo and Media Analytics </p><p><span typeof="mw:File"><span><img src="//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/17px-Checkbox_black_unchecked.png" decoding="async" width="17" height="17" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/26px-Checkbox_black_unchecked.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Checkbox_black_unchecked.png/34px-Checkbox_black_unchecked.png 2x" data-file-width="92" data-file-height="92"/></span></span> Identify and mitigate risks associated with MediaWiki History pipeline </p>    </div><noscript><img src="https://login.wikimedia.org/wiki/Special:CentralAutoLogin/start?type=1x1" alt="" width="1" height="1" style="border: none; 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