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https://github.com/aaronpo97/the-biergarten-app.git
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Create biergarten brewery pipeline project (#199)
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128
pipeline/diagrams/activity-diagram.puml
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128
pipeline/diagrams/activity-diagram.puml
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@startuml
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skinparam style strictuml
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skinparam defaultFontName "DM Sans"
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skinparam defaultFontSize 14
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skinparam titleFontName "Volkhov"
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skinparam titleFontSize 20
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skinparam backgroundColor #FAFCF9
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skinparam defaultFontColor #28342A
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skinparam titleFontColor #28342A
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skinparam ArrowColor #628A5B
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skinparam NoteBackgroundColor #EAF0E8
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skinparam NoteBorderColor #547461
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skinparam ActivityBackgroundColor #FAFCF9
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skinparam ActivityBorderColor #547461
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skinparam ActivityDiamondBackgroundColor #FAFCF9
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skinparam ActivityDiamondBorderColor #628A5B
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skinparam ActivityBarColor #628A5B
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skinparam SwimlaneBorderColor transparent
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skinparam SwimlaneBorderThickness 0
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title The Biergarten Data Pipeline
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|#F2F6F0|main.cc|
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start
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:ParseArguments(argc, argv);
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note right
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Validates --mocked, --model,
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--temperature, --top-p, etc.
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end note
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if (Are arguments valid?) then (no)
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:spdlog::error usage info;
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stop
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else (yes)
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endif
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:Init CurlGlobalState & LlamaBackendState;
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:di::make_injector(...);
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note right
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Binds CURLWebClient, WikipediaService,
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Gemma4JinjaPromptFormatter, and
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either MockGenerator or LlamaGenerator
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end note
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:injector.create<BiergartenDataGenerator>();
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:BiergartenDataGenerator::Run();
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|#EAF0E8|BiergartenDataGenerator|
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:QueryCitiesWithCountries();
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|#E2EBDC|JsonLoader|
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:JsonLoader::LoadLocations("locations.json");
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:std::ranges::sample(all_locations, 50);
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|#EAF0E8|BiergartenDataGenerator|
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while (For each sampled Location?) is (Remaining cities)
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|#DCE8D8|WikipediaService|
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:GetLocationContext(loc);
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:FetchExtract("City, Country");
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:FetchExtract("beer in Country");
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:FetchExtract("beer in City");
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note right: Backed by CURLWebClient::Get
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|#EAF0E8|BiergartenDataGenerator|
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if (Lookup failed?) then (yes)
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:spdlog::warn "context lookup failed";
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else (no)
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:Store EnrichedCity{Location, region_context};
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endif
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endwhile (Done)
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:GenerateBreweries(enriched_cities);
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|#E5EDE1|DataGenerator|
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while (For each EnrichedCity?) is (Remaining cities)
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if (Generator Mode) then (MockGenerator)
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:DeterministicHash(location);
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:Select from kBreweryAdjectives, kBreweryNouns,\nkBreweryDescriptions;
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:Format BreweryResult;
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else (LlamaGenerator)
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:PrepareRegionContext(region_context);
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:LoadBrewerySystemPrompt("prompts/system.md");
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:Format user_prompt;
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:Attempt = 0;
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repeat
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:Infer(system_prompt, user_prompt, max_tokens, kBreweryJsonGrammar);
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note right
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Uses Gemma4JinjaPromptFormatter,
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llama_tokenize, and llama_sampler_sample
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end note
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:ValidateBreweryJson(raw, brewery);
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if (Is JSON Valid?) then (yes)
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break
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else (no)
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if (Error == "incomplete JSON") then (yes)
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:max_tokens += 700;
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endif
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:Update user_prompt with validation error;
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:Attempt++;
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endif
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repeat while (Attempt < 3?) is (yes)
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if (Still Invalid?) then (yes)
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:throw std::runtime_error;
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else (no)
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:Return BreweryResult;
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endif
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endif
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|#EAF0E8|BiergartenDataGenerator|
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if (Exception thrown?) then (yes)
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:spdlog::warn "brewery generation failed";
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else (no)
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:Store GeneratedBrewery;
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endif
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|#E5EDE1|DataGenerator|
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endwhile (Done)
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|#EAF0E8|BiergartenDataGenerator|
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:LogResults();
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note right: spdlog::info dump of generated JSON fields
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|#F2F6F0|main.cc|
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:Return 0;
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stop
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@enduml
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