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142 KiB
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<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" contentStyleType="text/css" data-diagram-type="ACTIVITY" height="6467px" preserveAspectRatio="none" style="width:4436px;height:6467px;background:#FCFCF7;" version="1.1" viewBox="0 0 4436 6467" width="4436px" zoomAndPan="magnify"><?plantuml 1.2026.3?><defs/><g><rect fill="#FCFCF7" height="6467" style="stroke:none;stroke-width:1;" width="4436" x="0" y="0"/><g class="title" data-source-line="5"><text fill="#14180C" font-family="'Volkhov'" font-size="20" font-weight="700" lengthAdjust="spacing" textLength="486.14" x="1973.9555" y="39.42">The Biergarten Data Pipeline — Activity Diagram</text></g><rect fill="none" height="16.926" style="stroke:none;stroke-width:1;" width="4389.051" x="20" y="64.33"/><ellipse cx="179.6112" cy="96.256" fill="#EBECE3" rx="10" ry="10" style="stroke:#222222;stroke-width:1;"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="187.59" x="85.8162" y="126.256"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="167.59" x="95.8162" y="149.152">ParseArguments(argc, argv)</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="95.4522" x="131.8851" y="233.645"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="75.4522" x="141.8851" y="256.541">spdlog::error</text><ellipse cx="179.6112" cy="308.608" fill="none" rx="11" ry="11" style="stroke:#4A5837;stroke-width:1;"/><ellipse cx="179.6112" cy="308.608" fill="#222222" rx="6" ry="6" style="stroke:#4A5837;stroke-width:1;"/><polygon fill="#CBD2B5" points="142.3595,183.182,216.8628,183.182,228.8628,195.182,216.8628,207.182,142.3595,207.182,130.3595,195.182,142.3595,183.182" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="183.6112" y="220.078">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="74.5032" x="142.3595" y="199.615">Invalid args?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="228.8628" y="191.152">no</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="307.2223" x="26" y="361.608"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="287.2223" x="36" y="384.504">Init OpenSSL global state & LlamaBackendState</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="114.5036" x="122.3594" y="418.534"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="94.5036" x="132.3594" y="441.43">Build DI injector</text><path d="M294.5891,465.46 L294.5891,491.849 L274.5891,495.849 L294.5891,499.849 L294.5891,526.238 A0,0 0 0 0 294.5891,526.238 L508.7045,526.238 A0,0 0 0 0 508.7045,526.238 L508.7045,475.46 L498.7045,465.46 L294.5891,465.46 A0,0 0 0 0 294.5891,465.46" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M498.7045,465.46 L498.7045,475.46 L508.7045,475.46 L498.7045,465.46" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="157.3748" x="300.5891" y="483.356">Opens SQLite connection.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="193.1154" x="300.5891" y="500.282">(Transactions are now managed</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="148.3823" x="300.5891" y="517.208">per-phase via batching).</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="189.9558" x="84.6332" y="477.386"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="169.9558" x="94.6332" y="500.282">Initialize SqliteExportService</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="280.5918" x="39.3153" y="546.238"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="260.5918" x="49.3153" y="569.134">Create BoundedChannel<LogEntry> log_ch</text><path d="M287.6812,593.164 L287.6812,628.016 L267.6812,632.016 L287.6812,636.016 L287.6812,670.868 A0,0 0 0 0 287.6812,670.868 L568.6329,670.868 A0,0 0 0 0 568.6329,670.868 L568.6329,603.164 L558.6329,593.164 L287.6812,593.164 A0,0 0 0 0 287.6812,593.164" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M558.6329,593.164 L558.6329,603.164 L568.6329,603.164 L558.6329,593.164" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="195.644" x="293.6812" y="611.06">Log worker drains log_ch for the</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="137.3777" x="293.6812" y="627.986">entire pipeline lifetime.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="199.83" x="293.6812" y="644.912">All workers emit LogEntry structs</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="259.9517" x="293.6812" y="661.838">via PipelineLogger -- never spdlog directly.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="176.1401" x="91.5411" y="613.553"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="156.1401" x="101.5411" y="636.449">Spawn Log Worker thread</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="245.1019" x="57.0602" y="690.868"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="225.1019" x="67.0602" y="713.764">BiergartenPipelineOrchestrator::Run()</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="254.6731" x="52.2746" y="6306.7811"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="234.6731" x="62.2746" y="6329.6771">spdlog::info "Pipeline complete in X ms"</text><path d="M258.2946,6360.2441 L258.2946,6378.1701 L238.2946,6382.1701 L258.2946,6386.1701 L258.2946,6404.0961 A0,0 0 0 0 258.2946,6404.0961 L470.5868,6404.0961 A0,0 0 0 0 470.5868,6404.0961 L470.5868,6370.2441 L460.5868,6360.2441 L258.2946,6360.2441 A0,0 0 0 0 258.2946,6360.2441" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M460.5868,6360.2441 L460.5868,6370.2441 L470.5868,6370.2441 L460.5868,6360.2441" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="191.2921" x="264.2946" y="6378.1401">Drain guarantees no LogEntry is</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="133.9327" x="264.2946" y="6395.0661">dropped at shutdown.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="117.3669" x="120.9277" y="6363.7071"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="97.3669" x="130.9277" y="6386.6031">Join Log Worker</text><ellipse cx="179.6112" cy="6435.0961" fill="none" rx="11" ry="11" style="stroke:#4A5837;stroke-width:1;"/><ellipse cx="179.6112" cy="6435.0961" fill="#222222" rx="6" ry="6" style="stroke:#4A5837;stroke-width:1;"/><line style="stroke:#4A5837;stroke-width:1;" x1="20" x2="20" y1="64.33" y2="6446.0961"/><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="839.4839" x="597.7363" y="747.794"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="304.4079" x="645.8369" y="773.794"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="284.4079" x="655.8369" y="796.69">JsonLoader::LoadBeerStyles("beer-styles.json")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="372.6092" x="611.7363" y="830.72"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="352.6092" x="621.7363" y="853.616">EnrichmentService::PreWarmBeerStyleCache(beer_styles)</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="237.1102" x="1099.2277" y="773.794"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="217.1102" x="1109.2277" y="796.69">JsonLoader::LoadCities("cities.json")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="410.8747" x="1012.3454" y="830.72"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="390.8747" x="1022.3454" y="853.616">EnrichmentService::PreWarmLocationCache(sampled_locations)</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="839.4839" x="597.7363" y="887.646"/><path d="M1465.3235,927.72 L1465.3235,1005.424 L1775.5802,1005.424 L1775.5802,937.72 L1765.5802,927.72 L1465.3235,927.72" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M1765.5802,927.72 L1765.5802,937.72 L1775.5802,937.72 L1765.5802,927.72" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="247.7773" x="1471.3235" y="945.616">Each call is memoized after its first parse</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="289.2567" x="1471.3235" y="962.542">(implemented today). MockCuratedDataService</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="256.5326" x="1471.3235" y="979.468">returns a fixed in-memory dataset instead</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="261.9925" x="1471.3235" y="996.394">under --mocked, skipping these JSON files.</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="875.6906" x="579.6329" y="913.646"/><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="261.0983" x="591.6329" y="939.646"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="241.0983" x="601.6329" y="962.542">JsonLoader::LoadForenamesByCountry(</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="180.8044" x="608.5489" y="979.468">"forenames-by-country.json")</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="254.0328" x="880.7312" y="939.646"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="234.0328" x="890.7312" y="962.542">JsonLoader::LoadSurnamesByCountry(</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="175.2663" x="897.6472" y="979.468">"surnames-by-country.json")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="280.5595" x="1162.764" y="948.109"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="260.5595" x="1172.764" y="971.005">JsonLoader::LoadPersonas("personas.json")</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="875.6906" x="579.6329" y="1013.498"/><line style="stroke:#4A5837;stroke-width:1;" x1="573.6329" x2="573.6329" y1="64.33" y2="6446.0961"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="230.9414" x="2404.9822" y="1039.498"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="210.9414" x="2414.9822" y="1062.394">RunUserPhase(sampled_locations)</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="174.2744" x="2433.3158" y="1096.424"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="154.2744" x="2443.3158" y="1119.32">Create BoundedChannels</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="102.505" x="2443.3158" y="1136.246">(loc_ch, exp_ch)</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="1378.5788" x="1786.5802" y="1170.276"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="212.0816" x="1798.5802" y="1540.532"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="192.0816" x="1808.5802" y="1563.428">Loop: Send Locations -> loc_ch</text><path d="M1974.0403,1612.458 L1974.0403,1638.847 L1954.0403,1642.847 L1974.0403,1646.847 L1974.0403,1673.236 A0,0 0 0 0 1974.0403,1673.236 L2178.841,1673.236 A0,0 0 0 0 2178.841,1673.236 L2178.841,1622.458 L2168.841,1612.458 L1974.0403,1612.458 A0,0 0 0 0 1974.0403,1612.458" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M2168.841,1612.458 L2168.841,1622.458 L2178.841,1622.458 L2168.841,1612.458" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="144.8039" x="1980.0403" y="1630.354">Producer closes loc_ch.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="136.1004" x="1980.0403" y="1647.28">LLM Worker while loop</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="183.8007" x="1980.0403" y="1664.206">terminates on empty + closed.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="98.8385" x="1855.2018" y="1624.384"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="78.8385" x="1865.2018" y="1647.28">Close loc_ch</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="213.3655" x="2413.7702" y="2059.292"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="193.3655" x="2423.7702" y="2082.188">Join LLM Worker, SQLite Worker</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="253.0675" x="2393.9192" y="2116.218"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="233.0675" x="2403.9192" y="2139.114">RunBreweryPhase(sampled_locations)</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="174.2744" x="2433.3158" y="2173.144"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="154.2744" x="2443.3158" y="2196.04">Create BoundedChannels</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="102.505" x="2443.3158" y="2212.966">(loc_ch, exp_ch)</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="1267.4121" x="1885.7469" y="2246.996"/><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="237.0742" x="1911.6891" y="2495.781"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="217.0742" x="1921.6891" y="2518.677">Loop: Sample User from user_pool_</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="106.545" x="1921.6891" y="2535.603">and pair with City</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="260.9585" x="1899.7469" y="2584.633"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="240.9585" x="1909.7469" y="2607.529">Send BreweryTask(City, User) -> loc_ch</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="98.8385" x="1980.8069" y="2656.559"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="78.8385" x="1990.8069" y="2679.455">Close loc_ch</text><path d="M2647.1357,2961.8 L2647.1357,2979.726 L2627.1357,2983.726 L2647.1357,2987.726 L2647.1357,3005.652 A0,0 0 0 0 2647.1357,3005.652 L2899.5392,3005.652 A0,0 0 0 0 2899.5392,3005.652 L2899.5392,2971.8 L2889.5392,2961.8 L2647.1357,2961.8 A0,0 0 0 0 2647.1357,2961.8" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M2889.5392,2961.8 L2889.5392,2971.8 L2899.5392,2971.8 L2889.5392,2961.8" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="231.4035" x="2653.1357" y="2979.696">brewery_pool_ is now fully populated.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="120.3964" x="2653.1357" y="2996.622">Phase 1b may begin.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="213.3655" x="2413.7702" y="2965.263"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="193.3655" x="2423.7702" y="2988.159">Join LLM Worker, SQLite Worker</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="115.7419" x="2462.582" y="3025.652"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="95.7419" x="2472.582" y="3048.548">RunBeerPhase()</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="174.2744" x="2433.3158" y="3082.578"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="154.2744" x="2443.3158" y="3105.474">Create BoundedChannels</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="114.712" x="2443.3158" y="3122.4">(brew_ch, exp_ch)</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="1171.9389" x="1934.4835" y="3156.43"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="224.4902" x="1948.4835" y="3552.289"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="204.4902" x="1958.4835" y="3575.185">Loop: Send Breweries -> brew_ch</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="111.0456" x="2005.2058" y="3624.215"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="91.0456" x="2015.2058" y="3647.111">Close brew_ch</text><path d="M2647.1357,4062.993 L2647.1357,4097.845 L2627.1357,4101.845 L2647.1357,4105.845 L2647.1357,4140.697 A0,0 0 0 0 2647.1357,4140.697 L2893.975,4140.697 A0,0 0 0 0 2893.975,4140.697 L2893.975,4072.993 L2883.975,4062.993 L2647.1357,4062.993 A0,0 0 0 0 2647.1357,4062.993" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M2883.975,4062.993 L2883.975,4072.993 L2893.975,4072.993 L2883.975,4062.993" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="225.8393" x="2653.1357" y="4080.889">Both brewery_pool_ and beer_pool_</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="187.1287" x="2653.1357" y="4097.815">are now completely populated.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="192.3677" x="2653.1357" y="4114.741">Checkin and Follow phases may</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="111.5013" x="2653.1357" y="4131.667">now run in parallel.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="213.3655" x="2413.7702" y="4083.382"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="193.3655" x="2423.7702" y="4106.278">Join LLM Worker, SQLite Worker</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="1258.9257" x="1889.9901" y="4160.697"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="137.0586" x="2027.4471" y="4186.697"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="117.0586" x="2037.4471" y="4209.593">RunCheckinPhase()</text><path d="M2233.4719,4240.16 L2233.4719,4266.549 L2213.4719,4270.549 L2233.4719,4274.549 L2233.4719,4300.938 A0,0 0 0 0 2233.4719,4300.938 L2497.2636,4300.938 A0,0 0 0 0 2497.2636,4300.938 L2497.2636,4250.16 L2487.2636,4240.16 L2233.4719,4240.16 A0,0 0 0 0 2233.4719,4240.16" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M2487.2636,4240.16 L2487.2636,4250.16 L2497.2636,4250.16 L2487.2636,4240.16" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="200.899" x="2239.4719" y="4258.056">Weights seeded from each user's</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="242.7917" x="2239.4719" y="4274.982">persona.checkin_weight. J-curve profile</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="212.6934" x="2239.4719" y="4291.908">emerges from persona distribution.</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="234.991" x="1978.4809" y="4243.623"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="179.0656" x="1988.4809" y="4266.519">ICheckinDistributionStrategy::</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="214.991" x="1988.4809" y="4283.445">AssignActivityWeights(user_pool_)</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="148.0175" x="2021.9676" y="4335.938"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="128.0175" x="2031.9676" y="4358.834">BEGIN TRANSACTION</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="292.2334" x="1949.8597" y="4471.605"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="272.2334" x="1959.8597" y="4494.501">CheckinsForUser(user, brewery_pool_.size())</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="181.5219" x="2005.2155" y="4608.457"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="161.5219" x="2015.2155" y="4631.353">TimestampFor(user, index)</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="239.6223" x="1976.1653" y="4680.383"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="219.6223" x="1986.1653" y="4703.279">Select brewery from brewery_pool_</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="287.9727" x="1951.9901" y="4752.3091"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="267.9727" x="1961.9901" y="4775.2051">GenerateCheckin(user, brewery, timestamp)</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="110.263" x="1961.9901" y="4792.1311">via DataGenerator</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="173.2084" x="2009.3722" y="4841.1611"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="153.2084" x="2019.3722" y="4864.0571">ProcessCheckin(checkin)</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="287.0855" x="1952.4337" y="4913.0871"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="267.0855" x="1962.4337" y="4935.9831">PipelineLogger::Log(Info, CheckinGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="165.565" x="1969.3497" y="4952.9091">nullopt, checkin_id, "sqlite")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="179.4969" x="2006.2279" y="5001.9391"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="159.4969" x="2016.2279" y="5024.8351">Append -> checkin_pool_</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="125.1082" x="2033.4223" y="5117.8651"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="105.1082" x="2043.4223" y="5140.7611">COMMIT & BEGIN</text><polygon fill="#CBD2B5" points="2035.3134,5067.4021,2156.6394,5067.4021,2168.6394,5079.4021,2156.6394,5091.4021,2035.3134,5091.4021,2023.3134,5079.4021,2035.3134,5067.4021" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="2099.9764" y="5104.2981">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="121.326" x="2035.3134" y="5083.8351">Batch size reached?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="2168.6394" y="5075.3721">no</text><polygon fill="#CBD2B5" points="2095.9764,5181.2541,2107.9764,5193.2541,2095.9764,5205.2541,2083.9764,5193.2541,2095.9764,5181.2541" style="stroke:#4A5837;stroke-width:0.5;"/><polygon fill="#CBD2B5" points="2023.2641,4543.531,2168.6887,4543.531,2180.6887,4555.531,2168.6887,4567.531,2023.2641,4567.531,2011.2641,4555.531,2023.2641,4543.531" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="59.2411" x="2099.9764" y="4580.427">remaining</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="145.4247" x="2023.2641" y="4559.964">For each checkin index?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="30.706" x="1980.5581" y="4551.501">done</text><polygon fill="#CBD2B5" points="1975.125,4406.679,2216.8278,4406.679,2228.8278,4418.679,2216.8278,4430.679,1975.125,4430.679,1963.125,4418.679,1975.125,4406.679" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="59.2411" x="2099.9764" y="4443.575">remaining</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="241.7028" x="1975.125" y="4423.112">For each GeneratedUser in user_pool_?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="30.706" x="1932.419" y="4414.649">done</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="112.2447" x="2039.8541" y="5269.2541"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="92.2447" x="2049.8541" y="5292.1501">COMMIT (Final)</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="126.4149" x="2624.277" y="4312.123"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="106.4149" x="2634.277" y="4335.019">RunFollowPhase()</text><path d="M2820.7469,4382.864 L2820.7469,4417.716 L2800.7469,4421.716 L2820.7469,4425.716 L2820.7469,4460.568 A0,0 0 0 0 2820.7469,4460.568 L3136.9158,4460.568 A0,0 0 0 0 3136.9158,4460.568 L3136.9158,4392.864 L3126.9158,4382.864 L2820.7469,4382.864 A0,0 0 0 0 2820.7469,4382.864" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3126.9158,4382.864 L3126.9158,4392.864 L3136.9158,4392.864 L3126.9158,4382.864" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="214.7865" x="2826.7469" y="4400.76">For RandomFollowStrategy, weights</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="295.1689" x="2826.7469" y="4417.686">are uniform. For ActivityWeightedFollowStrategy,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="254.0563" x="2826.7469" y="4434.612">weights derived from user.activity_weight</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="271.5837" x="2826.7469" y="4451.538">so high-activity users attract more followers.</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="226.5247" x="2574.2221" y="4394.79"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="165.1947" x="2584.2221" y="4417.686">IFollowGenerationStrategy::</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="206.5247" x="2584.2221" y="4434.612">AssignFollowWeights(user_pool_)</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="148.0175" x="2613.4757" y="4495.568"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="128.0175" x="2623.4757" y="4518.464">BEGIN TRANSACTION</text><path d="M2807.7679,4572.494 L2807.7679,4590.42 L2787.7679,4594.42 L2807.7679,4598.42 L2807.7679,4616.346 A0,0 0 0 0 2807.7679,4616.346 L3127.8205,4616.346 A0,0 0 0 0 3127.8205,4616.346 L3127.8205,4582.494 L3117.8205,4572.494 L2807.7679,4572.494 A0,0 0 0 0 2807.7679,4572.494" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3117.8205,4572.494 L3117.8205,4582.494 L3127.8205,4582.494 L3117.8205,4572.494" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="299.0526" x="2813.7679" y="4590.39">Self-follow constraint (follower_id != followed_id)</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="255.0636" x="2813.7679" y="4607.316">enforced here and at the DB schema level.</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="200.5669" x="2587.201" y="4567.494"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="165.1947" x="2597.201" y="4590.39">IFollowGenerationStrategy::</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="180.5669" x="2597.201" y="4607.316">GenerateFollows(user_pool_)</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="151.2743" x="2611.8473" y="4721.2721"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="131.2743" x="2621.8473" y="4744.1681">ProcessFollow(follow)</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="276.4418" x="2549.2636" y="4793.1981"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="256.4418" x="2559.2636" y="4816.0941">PipelineLogger::Log(Info, FollowGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="166.4686" x="2566.1796" y="4833.0201">nullopt, follower_id, "sqlite")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="168.2065" x="2603.3812" y="4882.0501"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="148.2065" x="2613.3812" y="4904.9461">Append -> follow_pool_</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="125.1082" x="2624.9304" y="5004.4391"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="105.1082" x="2634.9304" y="5027.3351">COMMIT & BEGIN</text><polygon fill="#CBD2B5" 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style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="59.2411" x="2691.4845" y="4693.2421">remaining</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="165.2563" x="2604.8563" y="4672.779">For each GeneratedFollow?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="30.706" x="2562.1503" y="4664.316">done</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="112.2447" x="2631.3622" y="5144.3651"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="92.2447" x="2641.3622" y="5167.2611">COMMIT (Final)</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="1258.9257" x="1889.9901" y="5326.1801"/><path d="M2646.9098,5342.1801 L2646.9098,5368.5691 L2626.9098,5372.5691 L2646.9098,5376.5691 L2646.9098,5402.9581 A0,0 0 0 0 2646.9098,5402.9581 L2867.1771,5402.9581 A0,0 0 0 0 2867.1771,5402.9581 L2867.1771,5352.1801 L2857.1771,5342.1801 L2646.9098,5342.1801 A0,0 0 0 0 2646.9098,5342.1801" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M2857.1771,5342.1801 L2857.1771,5352.1801 L2867.1771,5352.1801 L2857.1771,5342.1801" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="199.2672" x="2652.9098" y="5360.0761">checkin_pool_ and follow_pool_</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="144.2613" x="2652.9098" y="5377.0021">are now fully populated.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="146.5102" x="2652.9098" y="5393.9281">Rating phase may begin.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="212.9138" x="2413.996" y="5354.1061"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="192.9138" x="2423.996" y="5377.0021">Join CheckinPhase, FollowPhase</text><path d="M2603.4703,5412.9581 L2603.4703,5439.3471 L2583.4703,5443.3471 L2603.4703,5447.3471 L2603.4703,5473.7361 A0,0 0 0 0 2603.4703,5473.7361 L2891.156,5473.7361 A0,0 0 0 0 2891.156,5473.7361 L2891.156,5422.9581 L2881.156,5412.9581 L2603.4703,5412.9581 A0,0 0 0 0 2603.4703,5412.9581" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M2881.156,5412.9581 L2881.156,5422.9581 L2891.156,5422.9581 L2881.156,5412.9581" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="148.5804" x="2609.4703" y="5430.8541">Beer selection biased by</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="266.6857" x="2609.4703" y="5447.7801">user.persona.style_affinities and abv_range.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="219.4598" x="2609.4703" y="5464.7061">Rating skew modulated per persona.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="126.0347" x="2457.4356" y="5424.8841"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="106.0347" x="2467.4356" y="5447.7801">RunRatingPhase()</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="148.0175" x="2446.4442" y="5493.7361"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="128.0175" x="2456.4442" y="5516.6321">BEGIN TRANSACTION</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="311.5252" x="2364.6903" y="5609.0581"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="291.5252" x="2374.6903" y="5631.9541">Match brewery_id, select beer from beer_pool_</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="288.0478" x="2374.6903" y="5648.8801">(same brewery_id, biased by persona affinities)</text><polygon fill="#CBD2B5" points="2447.2936,5682.9101,2593.6122,5682.9101,2605.6122,5694.9101,2593.6122,5706.9101,2447.2936,5706.9101,2435.2936,5694.9101,2447.2936,5682.9101" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="146.3186" x="2447.2936" y="5699.3431">Beer exists for brewery?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="2414.1459" y="5690.8801">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="2605.6122" y="5690.8801">no</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="256.0901" x="2242.0534" y="5716.9101"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="236.0901" x="2252.0534" y="5739.8061">GenerateRating(user, beer, checkin_id)</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="110.263" x="2252.0534" y="5756.7321">via DataGenerator</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="150.1336" x="2295.0316" y="5790.7621"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="130.1336" x="2305.0316" y="5813.6581">ProcessRating(rating)</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="276.0616" x="2232.0676" y="5858.7621"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="256.0616" x="2242.0676" y="5881.6581">PipelineLogger::Log(Info, RatingGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="153.5141" x="2248.9836" y="5898.5841">nullopt, rating_id, "sqlite")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="125.1082" x="2307.5443" y="5983.0771"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="105.1082" x="2317.5443" y="6005.9731">COMMIT & BEGIN</text><polygon fill="#CBD2B5" points="2309.4354,5932.6141,2430.7614,5932.6141,2442.7614,5944.6141,2430.7614,5956.6141,2309.4354,5956.6141,2297.4354,5944.6141,2309.4354,5932.6141" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="2374.0984" y="5969.5101">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="121.326" x="2309.4354" y="5949.0471">Batch size reached?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="2442.7614" y="5940.5841">no</text><polygon fill="#CBD2B5" points="2370.0984,6040.0031,2382.0984,6052.0031,2370.0984,6064.0031,2358.0984,6052.0031,2370.0984,6040.0031" style="stroke:#4A5837;stroke-width:0.5;"/><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="285.3566" x="2528.1292" y="5716.9101"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="265.3566" x="2538.1292" y="5739.8061">PipelineLogger::Log(Warn, RatingGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="168.3958" x="2545.0452" y="5756.7321">nullopt, brewery_id, "sqlite")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="196.8815" x="2572.3667" y="5790.7621"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="176.8815" x="2582.3667" y="5813.6581">Skip -- brewery has no beers</text><polygon fill="#CBD2B5" points="2520.4529,6070.0031,2532.4529,6082.0031,2520.4529,6094.0031,2508.4529,6082.0031,2520.4529,6070.0031" style="stroke:#4A5837;stroke-width:0.5;"/><polygon fill="#CBD2B5" points="2378.5205,5550.6621,2662.3854,5550.6621,2674.3854,5562.6621,2662.3854,5574.6621,2378.5205,5574.6621,2366.5205,5562.6621,2378.5205,5550.6621" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="59.2411" x="2524.4529" y="5587.5581">remaining</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="283.865" x="2378.5205" y="5567.0951">For each GeneratedCheckin in checkin_pool_?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="30.706" x="2335.8145" y="5558.6321">done</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="112.2447" x="2464.3306" y="6136.0031"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="92.2447" x="2474.3306" y="6158.8991">COMMIT (Final)</text><path d="M2633.2891,6197.9291 L2633.2891,6207.3921 L2613.2891,6211.3921 L2633.2891,6215.3921 L2633.2891,6224.8551 A0,0 0 0 0 2633.2891,6224.8551 L2850.7226,6224.8551 A0,0 0 0 0 2850.7226,6224.8551 L2850.7226,6207.9291 L2840.7226,6197.9291 L2633.2891,6197.9291 A0,0 0 0 0 2633.2891,6197.9291" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M2840.7226,6197.9291 L2840.7226,6207.9291 L2850.7226,6207.9291 L2840.7226,6197.9291" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="196.4335" x="2639.2891" y="6215.8251">Safely closes the DB connection.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="185.6723" x="2427.6168" y="6192.9291"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="165.6723" x="2437.6168" y="6215.8251">Finalize SqliteExportService</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="98.6565" x="2471.1247" y="6249.8551"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="78.6565" x="2481.1247" y="6272.7511">Close log_ch</text><line style="stroke:#4A5837;stroke-width:1;" x1="1780.5802" x2="1780.5802" y1="64.33" y2="6446.0961"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="95.5008" x="3346.868" y="1254.672"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="75.5008" x="3356.868" y="1277.568">Receive City</text><path d="M3550.2278,1331.598 L3550.2278,1341.061 L3530.2278,1345.061 L3550.2278,1349.061 L3550.2278,1358.524 A0,0 0 0 0 3550.2278,1358.524 L3784.5647,1358.524 A0,0 0 0 0 3784.5647,1358.524 L3784.5647,1341.598 L3774.5647,1331.598 L3550.2278,1331.598 A0,0 0 0 0 3550.2278,1331.598" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3774.5647,1331.598 L3774.5647,1341.598 L3784.5647,1341.598 L3774.5647,1331.598" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="213.3369" x="3556.2278" y="1349.494">Guaranteed cache hit from startup.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="271.2188" x="3259.0089" y="1326.598"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="251.2188" x="3269.0089" y="1349.494">GetLocationContextFromCache(location)</text><path d="M3552.3079,1394.05 L3552.3079,1428.902 L3532.3079,1432.902 L3552.3079,1436.902 L3552.3079,1471.754 A0,0 0 0 0 3552.3079,1471.754 L3786.6448,1471.754 A0,0 0 0 0 3786.6448,1471.754 L3786.6448,1404.05 L3776.6448,1394.05 L3552.3079,1394.05 A0,0 0 0 0 3552.3079,1394.05" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3776.6448,1394.05 L3776.6448,1404.05 L3786.6448,1404.05 L3776.6448,1394.05" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="213.3369" x="3558.3079" y="1411.946">Guaranteed cache hit from startup.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="201.4453" x="3558.3079" y="1428.872">Returns a Persona struct carrying</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="162.2598" x="3558.3079" y="1445.798">style_affinities, abv_range,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="197.9643" x="3558.3079" y="1462.724">ibu_preference, checkin_weight.</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="275.379" x="3256.9289" y="1405.976"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="255.379" x="3266.9289" y="1428.872">IPersonaSelectionStrategy::SelectPersona(</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="120.7278" x="3273.8449" y="1445.798">personas_palette_)</text><path d="M3569.9196,1506.754 L3569.9196,1566.995 L3549.9196,1570.995 L3569.9196,1574.995 L3569.9196,1635.236 A0,0 0 0 0 3569.9196,1635.236 L3836.5906,1635.236 A0,0 0 0 0 3836.5906,1635.236 L3836.5906,1516.754 L3826.5906,1506.754 L3569.9196,1506.754 A0,0 0 0 0 3569.9196,1506.754" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3826.5906,1506.754 L3826.5906,1516.754 L3836.5906,1516.754 L3826.5906,1506.754" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="245.671" x="3575.9196" y="1524.65">Deterministic lookup -- no LLM involved.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="221.3642" x="3575.9196" y="1541.576">Free function (implemented today in</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="241.3876" x="3575.9196" y="1558.502">generate_users.cc), not a class method.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="227.0581" x="3575.9196" y="1575.428">Name selected from pre-keyed maps</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="239.9088" x="3575.9196" y="1592.354">and passed into the generation prompt.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="204.7406" x="3575.9196" y="1609.28">Skips the city if either map has no</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="116.4738" x="3575.9196" y="1626.206">entry for iso3166_1.</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="310.6024" x="3239.3172" y="1544.069"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="230.9418" x="3249.3172" y="1566.965">SampleName(forenames_by_country,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="283.6864" x="3256.2332" y="1583.891">surnames_by_country, location.iso3166_1, rng)</text><path d="M3590.9421,1670.236 L3590.9421,1705.088 L3570.9421,1709.088 L3590.9421,1713.088 L3590.9421,1747.94 A0,0 0 0 0 3590.9421,1747.94 L3888.186,1747.94 A0,0 0 0 0 3888.186,1747.94 L3888.186,1680.236 L3878.186,1670.236 L3590.9421,1670.236 A0,0 0 0 0 3590.9421,1670.236" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3878.186,1670.236 L3878.186,1680.236 L3888.186,1680.236 L3878.186,1670.236" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="276.2438" x="3596.9421" y="1688.132">LLM receives: EnrichedCity context + persona</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="240.7473" x="3596.9421" y="1705.058">description + sampled name. Generates</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="221.3189" x="3596.9421" y="1721.984">bio and preference signals grounded</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="130.7184" x="3596.9421" y="1738.91">in locale and persona.</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="352.6475" x="3218.2946" y="1682.162"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="332.6475" x="3228.2946" y="1705.058">GenerateUser(enriched_city, persona, sampled_name)</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="110.263" x="3228.2946" y="1721.984">via DataGenerator</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="265.5933" x="3261.8217" y="1782.94"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="245.5933" x="3271.8217" y="1805.836">PipelineLogger::Log(Info, UserGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="110.3182" x="3278.7377" y="1822.762">city, user_id, "llm")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="212.4033" x="3288.4167" y="1869.792"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="192.4033" x="3298.4167" y="1892.688">Send GeneratedUser -> exp_ch</text><polygon fill="#CBD2B5" points="3339.6039,1196.276,3449.6328,1196.276,3461.6328,1208.276,3449.6328,1220.276,3339.6039,1220.276,3327.6039,1208.276,3339.6039,1196.276" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="3398.6184" y="1233.172">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="110.0289" x="3339.6039" y="1212.709">loc_ch has items?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="3312.4362" y="1204.246">no</text><path d="M3466.0071,1952.514 L3466.0071,1978.903 L3446.0071,1982.903 L3466.0071,1986.903 L3466.0071,2013.292 A0,0 0 0 0 3466.0071,2013.292 L3670.8078,2013.292 A0,0 0 0 0 3670.8078,2013.292 L3670.8078,1962.514 L3660.8078,1952.514 L3466.0071,1952.514 A0,0 0 0 0 3466.0071,1952.514" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3660.8078,1952.514 L3660.8078,1962.514 L3670.8078,1962.514 L3660.8078,1952.514" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="148.7429" x="3472.0071" y="1970.41">Producer closes exp_ch.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="151.5184" x="3472.0071" y="1987.336">SQLite Worker while loop</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="183.8007" x="3472.0071" y="2004.262">terminates on empty + closed.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="102.7775" x="3343.2296" y="1964.44"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="82.7775" x="3353.2296" y="1987.336">Close exp_ch</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="215.0783" x="3258.8395" y="2400.392"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="195.0783" x="3268.8395" y="2423.288">Receive BreweryTask(City, User)</text><path d="M3535.903,2468.355 L3535.903,2477.818 L3515.903,2481.818 L3535.903,2485.818 L3535.903,2495.281 A0,0 0 0 0 3535.903,2495.281 L3770.2399,2495.281 A0,0 0 0 0 3770.2399,2495.281 L3770.2399,2478.355 L3760.2399,2468.355 L3535.903,2468.355 A0,0 0 0 0 3535.903,2468.355" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3760.2399,2468.355 L3760.2399,2478.355 L3770.2399,2478.355 L3760.2399,2468.355" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="213.3369" x="3541.903" y="2486.251">Guaranteed cache hit from startup.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="299.0486" x="3216.8543" y="2463.355"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="279.0486" x="3226.8543" y="2486.251">GetLocationContextFromCache(task.location)</text><path d="M3552.5983,2540.281 L3552.5983,2558.207 L3532.5983,2562.207 L3552.5983,2566.207 L3552.5983,2584.133 A0,0 0 0 0 3552.5983,2584.133 L3867.9024,2584.133 A0,0 0 0 0 3867.9024,2584.133 L3867.9024,2550.281 L3857.9024,2540.281 L3552.5983,2540.281 A0,0 0 0 0 3552.5983,2540.281" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3857.9024,2540.281 L3857.9024,2550.281 L3867.9024,2550.281 L3857.9024,2540.281" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="131.8658" x="3558.5983" y="2558.177">KV cache stays warm.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="294.3041" x="3558.5983" y="2575.103">Brewery is linked to the sampled owner_user_id.</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="332.4393" x="3200.159" y="2535.281"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="312.4393" x="3210.159" y="2558.177">GenerateBrewery(enriched_city, context, task.user)</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="110.263" x="3210.159" y="2575.103">via DataGenerator</text><rect fill="#EBECE3" height="70.778" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="165.1811" x="3283.7881" y="2624.133"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="145.1811" x="3293.7881" y="2647.029">PipelineLogger::Log(Info,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="119.0803" x="3300.7041" y="2663.955">BreweryGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="133.819" x="3300.7041" y="2680.881">city, brewery_id, "llm")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="234.5294" x="3249.1139" y="2729.911"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="214.5294" x="3259.1139" y="2752.807">Send GeneratedBrewery -> exp_ch</text><polygon fill="#CBD2B5" points="3311.3642,2335.959,3421.3931,2335.959,3433.3931,2347.959,3421.3931,2359.959,3311.3642,2359.959,3299.3642,2347.959,3311.3642,2335.959" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="3370.3786" y="2372.855">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="110.0289" x="3311.3642" y="2352.392">loc_ch has items?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="3284.1964" y="2343.929">no</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="102.7775" x="3314.9899" y="2819.374"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="82.7775" x="3324.9899" y="2842.27">Close exp_ch</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="184.7103" x="3270.7734" y="3260.122"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="164.7103" x="3280.7734" y="3283.018">Receive GeneratedBrewery</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="242.4597" x="3241.8987" y="3330.196"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="222.4597" x="3251.8987" y="3353.092">IBeerSelectionStrategy::SelectStyles(</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="186.0366" x="3258.8147" y="3370.018">brewery, beer_style_palette_)</text><path d="M3497.9167,3483.974 L3497.9167,3518.826 L3477.9167,3522.826 L3497.9167,3526.826 L3497.9167,3561.678 A0,0 0 0 0 3497.9167,3561.678 L3735.6433,3561.678 A0,0 0 0 0 3735.6433,3561.678 L3735.6433,3493.974 L3725.6433,3483.974 L3497.9167,3483.974 A0,0 0 0 0 3497.9167,3483.974" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><path d="M3725.6433,3483.974 L3725.6433,3493.974 L3735.6433,3493.974 L3725.6433,3483.974" fill="#DBEEDD" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="213.3369" x="3503.9167" y="3501.87">Guaranteed cache hit from startup.</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="189.1634" x="3503.9167" y="3518.796">KV cache stays warm across all</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="216.7265" x="3503.9167" y="3535.722">beer generations -- system prompt</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="208.9429" x="3503.9167" y="3552.648">does not change within this phase.</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="229.5765" x="3248.3403" y="3504.363"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="209.5765" x="3258.3403" y="3527.259">GetStyleContextFromCache(style)</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="253.4023" x="3236.4273" y="3596.678"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="233.4023" x="3246.4273" y="3619.574">GenerateBeer(brewery, style_context)</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="110.263" x="3246.4273" y="3636.5">via DataGenerator</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="217.4865" x="3254.3852" y="3681.141"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="197.4865" x="3264.3852" y="3704.037">Attach GeneratedBeer to bundle</text><polygon fill="#CBD2B5" points="3275.1996,3419.048,3451.0574,3419.048,3463.0574,3431.048,3451.0574,3443.048,3275.1996,3443.048,3263.1996,3431.048,3275.1996,3419.048" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="59.2411" x="3367.1285" y="3455.944">remaining</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="175.8578" x="3275.1996" y="3435.481">For each selected BeerStyle?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="30.706" x="3232.4936" y="3427.018">done</text><rect fill="#EBECE3" height="70.778" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="165.1811" x="3280.538" y="3777.067"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="145.1811" x="3290.538" y="3799.963">PipelineLogger::Log(Info,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="97.1297" x="3297.454" y="3816.889">BeerGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="133.819" x="3297.454" y="3833.815">city, brewery_id, "llm")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="195.6918" x="3265.2826" y="3882.845"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="175.6918" x="3275.2826" y="3905.741">Send BeersBundle -> exp_ch</text><polygon fill="#CBD2B5" points="3302.0105,3195.578,3424.2465,3195.578,3436.2465,3207.578,3424.2465,3219.578,3302.0105,3219.578,3290.0105,3207.578,3302.0105,3195.578" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="3367.1285" y="3232.474">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="122.2359" x="3302.0105" y="3212.011">brew_ch has items?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="3274.8428" y="3203.548">no</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="102.7775" x="3311.7398" y="3976.919"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="82.7775" x="3321.7398" y="3999.815">Close exp_ch</text><line style="stroke:#4A5837;stroke-width:1;" x1="3169.159" x2="3169.159" y1="64.33" y2="6446.0961"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="148.0175" x="4170.5165" y="1273.728"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="128.0175" x="4180.5165" y="1296.624">BEGIN TRANSACTION</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="162.5842" x="4163.2332" y="1406.106"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="142.5842" x="4173.2332" y="1429.002">Receive GeneratedUser</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="131.0462" x="4179.0022" y="1478.032"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="111.0462" x="4189.0022" y="1500.928">ProcessUser(user)</text><rect fill="#EBECE3" height="53.852" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="265.5933" x="4111.7287" y="1549.958"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="245.5933" x="4121.7287" y="1572.854">PipelineLogger::Log(Info, UserGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="126.11" x="4128.6447" y="1589.78">city, user_id, "sqlite")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="158.8269" x="4165.1119" y="1638.81"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="138.8269" x="4175.1119" y="1661.706">Append -> user_pool_</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="125.1082" x="4181.9712" y="1761.199"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="105.1082" x="4191.9712" y="1784.095">COMMIT & BEGIN</text><polygon fill="#CBD2B5" points="4183.8623,1710.736,4305.1883,1710.736,4317.1883,1722.736,4305.1883,1734.736,4183.8623,1734.736,4171.8623,1722.736,4183.8623,1710.736" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="4248.5253" y="1747.632">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="121.326" x="4183.8623" y="1727.169">Batch size reached?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="4317.1883" y="1718.706">no</text><polygon fill="#CBD2B5" points="4244.5253,1824.588,4256.5253,1836.588,4244.5253,1848.588,4232.5253,1836.588,4244.5253,1824.588" style="stroke:#4A5837;stroke-width:0.5;"/><polygon fill="#CBD2B5" points="4187.5414,1345.654,4301.5092,1345.654,4313.5092,1357.654,4301.5092,1369.654,4187.5414,1369.654,4175.5414,1357.654,4187.5414,1345.654" style="stroke:#4A5837;stroke-width:0.5;"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="21.1478" x="4248.5253" y="1382.55">yes</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="113.9678" x="4187.5414" y="1362.087">exp_ch has items?</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="15.1678" x="4160.3736" y="1353.624">no</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="112.2447" x="4188.403" y="1905.588"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="92.2447" x="4198.403" y="1928.484">COMMIT (Final)</text><rect fill="#555555" height="6" rx="2.5" ry="2.5" style="stroke:#555555;stroke-width:1;" width="478.136" x="3925.186" y="2033.292"/><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="148.0175" x="4109.7914" y="2272.996"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="128.0175" x="4119.7914" y="2295.892">BEGIN TRANSACTION</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="184.7103" x="4091.4451" y="2394.355"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="164.7103" x="4101.4451" y="2417.251">Receive GeneratedBrewery</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="176.6731" x="4095.4636" y="2457.318"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="156.6731" x="4105.4636" y="2480.214">ProcessBrewery(brewery)</text><rect fill="#EBECE3" height="70.778" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="176.5268" x="4095.5368" y="2529.244"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="145.1811" x="4105.5368" y="2552.14">PipelineLogger::Log(Info,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="119.0803" x="4112.4528" y="2569.066">BreweryGeneration,</text><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="149.6108" x="4112.4528" y="2585.992">city, brewery_id, "sqlite")</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="182.3278" x="4092.6363" y="2635.022"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="162.3278" x="4102.6363" y="2657.918">Append -> brewery_pool_</text><rect fill="#EBECE3" height="36.926" rx="12.5" ry="12.5" style="stroke:#4A5837;stroke-width:0.5;" width="125.1082" x="4121.2461" y="2757.411"/><text fill="#14180C" font-family="'DM Sans'" font-size="13" lengthAdjust="spacing" textLength="105.1082" x="4131.2461" y="2780.307">COMMIT & BEGIN</text><polygon fill="#CBD2B5" points="4123.1372,2706.948,4244.4632,2706.948,4256.4632,2718.948,4244.4632,2730.948,4123.1372,2730.948,4111.1372,2718.948,4123.1372,2706.948" 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