From 51b40a39c9d925ab5671c8b8df3fa4f5172cb5c9 Mon Sep 17 00:00:00 2001 From: Aaron Po Date: Sun, 21 Jun 2026 11:59:55 -0400 Subject: [PATCH] Add user generation feature --- docs/pipeline/ETHICS-AND-KNOWN-ISSUES.md | 28 + docs/pipeline/ROADMAP.md | 64 +- docs/pipeline/diagrams/planned/activity.puml | 2 +- docs/pipeline/diagrams/planned/class.puml | 57 +- .../planned/output/biergarten_activity.svg | 2 +- .../diagrams/planned/output/class.svg | 2 +- tooling/pipeline/CMakeLists.txt | 21 + tooling/pipeline/forenames-by-country.json | 27168 ++++++++++++++++ .../biergarten_pipeline_orchestrator.h | 15 + .../includes/data_generation/data_generator.h | 10 +- .../data_generation/llama_generator.h | 9 +- .../data_generation/llama_generator_helpers.h | 14 + .../includes/data_generation/mock_generator.h | 24 +- .../includes/data_model/generated_models.h | 31 + tooling/pipeline/includes/data_model/models.h | 47 + .../includes/data_model/names_by_country.h | 52 + .../includes/json_handling/json_loader.h | 18 + tooling/pipeline/personas.json | 42 + tooling/pipeline/prompts/USER_GENERATION.md | 122 + .../generate_users.cc | 160 + .../log_results.cc | 33 +- .../biergarten_pipeline_orchestrator/run.cc | 1 + .../data_generation/llama/generate_user.cc | 123 +- .../src/data_generation/llama/helpers.cc | 71 + .../mock/deterministic_hash.cc | 10 + .../src/data_generation/mock/generate_user.cc | 29 +- .../src/data_model/names_by_country.cc | 41 + .../pipeline/src/json_handling/json_loader.cc | 143 + tooling/pipeline/src/main.cc | 1 + tooling/pipeline/surnames-by-country.json | 25438 +++++++++++++++ 30 files changed, 53719 insertions(+), 59 deletions(-) create mode 100644 tooling/pipeline/forenames-by-country.json create mode 100644 tooling/pipeline/includes/data_model/names_by_country.h create mode 100644 tooling/pipeline/personas.json create mode 100644 tooling/pipeline/prompts/USER_GENERATION.md create mode 100644 tooling/pipeline/src/biergarten_pipeline_orchestrator/generate_users.cc create mode 100644 tooling/pipeline/src/data_model/names_by_country.cc create mode 100644 tooling/pipeline/surnames-by-country.json diff --git a/docs/pipeline/ETHICS-AND-KNOWN-ISSUES.md b/docs/pipeline/ETHICS-AND-KNOWN-ISSUES.md index 0b5fced..83dd78b 100644 --- a/docs/pipeline/ETHICS-AND-KNOWN-ISSUES.md +++ b/docs/pipeline/ETHICS-AND-KNOWN-ISSUES.md @@ -13,6 +13,7 @@ low-resource language failures. - [Model Bias and Language Quality](#model-bias-and-language-quality) - [Western and Eurocentric Lens](#western-and-eurocentric-lens) - [Wikipedia Enrichment](#wikipedia-enrichment) +- [Names-by-Country Dataset](#names-by-country-dataset) - [The "Avoid AI Phrases" Prompt Instruction](#the-avoid-ai-phrases-prompt-instruction) - [Known Issues](#known-issues) - [Hallucinated Brewing Techniques](#hallucinated-brewing-techniques) @@ -91,6 +92,33 @@ generated descriptions. --- +## Names-by-Country Dataset + +`tooling/pipeline/forenames-by-country.json` and `surnames-by-country.json` +(used to sample a `Name` per ISO 3166-1 country code for user generation) are +vendored verbatim, unmodified, from +[sigpwned/popular-names-by-country-dataset](https://github.com/sigpwned/popular-names-by-country-dataset) +(the `common-forenames-by-country.json` / `common-surnames-by-country.json` +release assets), released under **CC0** (public domain). That dataset's own +forename/surname lists are pulled from Wikipedia's "Lists of most common +surnames" and "List of most popular given names" as of the week of +2023-07-08 — see that project's README for full provenance. Names are not +LLM-generated; this is curated fixture data per ROADMAP.md §2. Per-forename +gender from the source data is preserved through to the sampled `Name` +(rather than discarded during loading) so it's available for gender-aware +persona/bio generation later. + +The full multinational dataset is kept as-is (106 countries for forenames, +75 for surnames) rather than trimmed to `locations.json`'s current country +list, so it doesn't need re-sourcing if more countries are added later. +`NamesByCountry::SampleName()` returns no result for a country present in +neither file; of the countries in `locations.json`, that's currently `KE`, +`SE`, `SG`, `TH`, `VN`, and `ZA` — `GenerateUsers` skips cities in those +countries the same way brewery generation skips cities whose enrichment +lookup fails. + +--- + ## The "Avoid AI Phrases" Prompt Instruction The system prompt instructs the model to avoid common AI-generated phrasing diff --git a/docs/pipeline/ROADMAP.md b/docs/pipeline/ROADMAP.md index a583aeb..34b06dd 100644 --- a/docs/pipeline/ROADMAP.md +++ b/docs/pipeline/ROADMAP.md @@ -33,28 +33,60 @@ architecture needs. - [ ] Add `BeerResult`, `CheckinResult`, `RatingResult` result payloads. - [ ] Add `GenerationMetadata` (`generation_id`, `generated_time`, `context_provided`, `generated_with`). -- [ ] Add `activity_weight` to `UserResult` (currently just `username`, - `bio`). +- [x] Add `first_name`, `last_name`, `gender`, and `activity_weight` to + `UserResult` (currently just `username`, `bio`). `first_name`/ + `last_name`/`gender` are copied from the sampled `Name` (see below), + not LLM-invented. +- [x] Add `Name` (`first_name`, `last_name`, `gender`) — the sampled result + handed to `DataGenerator::GenerateUser`. Add `ForenameEntry` (`name`, + `gender`) and a `NamesByCountry` class (not a bare typedef) that owns + two maps — `std::unordered_map>` + and `std::unordered_map>`, both + keyed by ISO 3166-1 code — and exposes `SampleName(iso3166_1, rng)`. + Pairing a forename with a surname happens at sample time so gender + (present per-forename in the source data) is never discarded the way a + pre-flattened `{first_name, last_name}` list would lose it; see + `LoadNamesByCountry()` below. - [ ] Extend `GeneratedBrewery` with `brewery_id`, `context_completeness`, `metadata` (currently just `{location, brewery}`). -- [ ] Add `GeneratedBeer`, `GeneratedUser`, `GeneratedCheckin`, - `GeneratedRating`, `GeneratedFollow` aggregate structs. -- [ ] Add `UserPersona` (`name`, `description`, `style_affinities`). +- [ ] Add `GeneratedBeer`, `GeneratedCheckin`, `GeneratedRating`, + `GeneratedFollow` aggregate structs. +- [x] Add `GeneratedUser` aggregate struct. Carries `email`, `date_of_birth`, + and `password` — programmatically generated by the orchestrator, never + LLM-authored — so a downstream auth-account seeding consumer (outside + this repo tree's docs) can register real accounts from the pipeline's + SQLite export. Skips `user_id`/`metadata` for now, matching + `GeneratedBrewery`'s current (pre-`brewery_id`/`metadata`) shape. Not + yet wired into `IExportService`/`SqliteExportService` — `GenerateUsers` + currently only logs and holds `generated_users_` in memory; no `users` + table exists in the SQLite export yet (see §5). +- [x] Add `UserPersona` (`name`, `description`, `style_affinities`). ## 2. Data Preloading `tooling/pipeline/includes/json_handling/`, fixture files. -- [ ] Extract a `DataPreloader` interface; have `JsonLoader` implement it - instead of exposing only a static `LoadLocations()`. +- [ ] Extract a `DataPreloader` interface; have `JsonLoader` implement it. + `JsonLoader` now also exposes static `LoadPersonas()` and + `LoadNamesByCountry()` (see below), but as additional static methods, + not yet behind a formal interface. - [ ] Add `LoadBeerStyles()`. `beer-styles.json` already exists in the repo and is already copied into the Docker image (`runpod/Dockerfile`), but no loader reads it yet, and the native CMake build doesn't copy it into `build/` at all — `CMakeLists.txt`'s "Runtime Assets" step only copies `locations.json` and `prompts/`. -- [ ] Add `LoadPersonas()` and author `personas.json` (doesn't exist yet). -- [ ] Add `LoadNamesByCountry()` and author `names-by-country.json` (doesn't - exist yet). +- [x] Add `LoadPersonas()` and author `personas.json` (doesn't exist yet). +- [x] Add `LoadNamesByCountry(forenames_filepath, surnames_filepath)`, + parsing `tooling/pipeline/forenames-by-country.json` and + `surnames-by-country.json` into a `NamesByCountry`. Both files are + vendored verbatim (unmodified, full multinational coverage) from + `sigpwned/popular-names-by-country-dataset` (CC0) — see + ETHICS-AND-KNOWN-ISSUES.md's Names-by-Country Dataset section for + provenance. Deliberately not pre-paired or filtered down to just the + countries in `locations.json`: keeping the source shape (including + per-forename gender) intact means the loader can support more + countries later, or gender-aware persona/bio generation, without + re-sourcing data. ## 3. Policy / Strategy Layer @@ -83,10 +115,14 @@ Entirely new — no `includes/policy/` (or equivalent) directory exists today. - [ ] Extend the `DataGenerator` interface with `GenerateBeer`, `GenerateCheckin`, `GenerateRating` (today: only `GenerateBrewery` and `GenerateUser`). -- [ ] Implement `LlamaGenerator::GenerateUser` for real. It currently - returns a hardcoded `{"test_user", "This is a test user profile from - {locale}."}` regardless of input — see the `// TODO` at the top of - `src/data_generation/llama/generate_user.cc`. +- [x] Implement `LlamaGenerator::GenerateUser` for real, with a retry loop + mirroring `GenerateBrewery` (GBNF grammar, `ValidateUserJson`, up to 3 + attempts with corrective feedback) and a new + `prompts/USER_GENERATION.md`. Changed the `DataGenerator::GenerateUser` + signature to + `(city : const EnrichedCity&, persona : const UserPersona&, name : const Name&) : UserResult`, + matching what the activity diagram actually passes. `MockGenerator::GenerateUser` + updated to match the new signature too. - [ ] Implement `MockGenerator::GenerateBeer` / `GenerateCheckin` / `GenerateRating`. - [ ] Add `IPromptFormatter::ExpectedArchitecture()` and diff --git a/docs/pipeline/diagrams/planned/activity.puml b/docs/pipeline/diagrams/planned/activity.puml index a6f1d18..593235c 100644 --- a/docs/pipeline/diagrams/planned/activity.puml +++ b/docs/pipeline/diagrams/planned/activity.puml @@ -43,7 +43,7 @@ fork again :EnrichmentService::PreWarmLocationCache(sampled_locations); end fork fork - :JsonLoader::LoadNamesByCountry("names-by-country.json"); + :JsonLoader::LoadNamesByCountry(\n "forenames-by-country.json",\n "surnames-by-country.json"); fork again :JsonLoader::LoadPersonas("personas.json"); end fork diff --git a/docs/pipeline/diagrams/planned/class.puml b/docs/pipeline/diagrams/planned/class.puml index 0ad1e8b..bc1a00d 100644 --- a/docs/pipeline/diagrams/planned/class.puml +++ b/docs/pipeline/diagrams/planned/class.puml @@ -67,11 +67,47 @@ package "Domain: Models" { } class UserResult { + + first_name : std::string + + last_name : std::string + + gender : std::string + username : std::string + bio : std::string + activity_weight : float } + class Name { + + first_name : std::string + + last_name : std::string + + gender : std::string + } + + class ForenameEntry { + + name : std::string + + gender : std::string + } + + class NamesByCountry { + - forenames_by_country_ : std::unordered_map> + - surnames_by_country_ : std::unordered_map> + + SampleName(iso3166_1 : const std::string&,\n rng : std::mt19937&) : std::optional + } + + note right of NamesByCountry + Backed by two source-shaped maps, + keyed by ISO 3166-1 country code, + sourced from popular-names-by-country-dataset + (CC0) -- see ETHICS-AND-KNOWN-ISSUES.md. + Gender is preserved per forename so it can + be threaded through to persona/bio generation + later; surnames carry no gender in the source + data. Pairing happens at sample time, not at + fixture-authoring time, so no information from + the source dataset is discarded up front. + end note + + NamesByCountry *-- "0..*" ForenameEntry + NamesByCountry ..> Name : produces + class CheckinResult { + checked_in_at : std::string + note : std::string @@ -110,9 +146,20 @@ package "Domain: Models" { + user_id : uint64_t + location : Location + user : UserResult + + email : std::string + + date_of_birth : std::string + + password : std::string + metadata : GenerationMetadata } + note right of GeneratedUser + email, date_of_birth, and password are + programmatically generated by the orchestrator + (not LLM-authored) so a downstream auth-account + seeding consumer can register real accounts from + this export. See ROADMAP.md §1. + end note + class GeneratedCheckin { + checkin_id : uint64_t + user_id : uint64_t @@ -321,15 +368,15 @@ package "Infrastructure: Data Preloading" { interface DataPreloader <> { + LoadLocations(filepath : const std::filesystem::path&) : std::vector + LoadBeerStyles(filepath : const std::filesystem::path&) : std::vector - + LoadPersonas(filepath : const std::filesystem::path&) : std::vector - + LoadNamesByCountry(filepath : const std::filesystem::path&) : NamesByCountry + + LoadPersonas(filepath : const std::filesystem::path&) : std::vector + + LoadNamesByCountry(forenames_filepath : const std::filesystem::path&,\n surnames_filepath : const std::filesystem::path&) : NamesByCountry } class JsonLoader { + LoadLocations(filepath : const std::filesystem::path&) : std::vector + LoadBeerStyles(filepath : const std::filesystem::path&) : std::vector - + LoadPersonas(filepath : const std::filesystem::path&) : std::vector - + LoadNamesByCountry(filepath : const std::filesystem::path&) : NamesByCountry + + LoadPersonas(filepath : const std::filesystem::path&) : std::vector + + LoadNamesByCountry(forenames_filepath : const std::filesystem::path&,\n surnames_filepath : const std::filesystem::path&) : NamesByCountry } } @@ -380,7 +427,7 @@ package "Infrastructure: Data Generation" { interface DataGenerator <> { + GenerateBrewery(location : const Location&,\n context : const LocationContext&) : BreweryResult + GenerateBeer(brewery_id : uint64_t,\n location : const Location&,\n context : const LocationContext&,\n style : const BeerStyle&) : BeerResult - + GenerateUser(location : const Location&) : UserResult + + GenerateUser(city : const EnrichedCity&,\n persona : const UserPersona&,\n name : const Name&) : UserResult + GenerateCheckin(user : const GeneratedUser&,\n brewery : const GeneratedBrewery&,\n timestamp : const std::string&) : CheckinResult + GenerateRating(user : const GeneratedUser&,\n beer : const GeneratedBeer&,\n checkin_id : uint64_t) : RatingResult } diff --git a/docs/pipeline/diagrams/planned/output/biergarten_activity.svg b/docs/pipeline/diagrams/planned/output/biergarten_activity.svg index 0571a83..43ded0b 100644 --- a/docs/pipeline/diagrams/planned/output/biergarten_activity.svg +++ b/docs/pipeline/diagrams/planned/output/biergarten_activity.svg @@ -1 +1 @@ -The Biergarten Data Pipeline — Activity DiagramThe Biergarten Data Pipeline — Activity DiagramParseArguments(argc, argv)spdlog::erroryesInvalid args?noInit CurlGlobalState & LlamaBackendStateBuild DI injectorOpens SQLite connection.Begins a single transactioncovering all five fixture types.Initialize SqliteExportServiceCreate BoundedChannel<LogEntry> log_chLog worker drains log_ch for theentire pipeline lifetime.All workers emit LogEntry structsvia PipelineLogger -- never spdlog directly.Spawn Log Worker threadBiergartenPipelineOrchestrator::Run()COMMIT covers all five fixture types.Finalize SqliteExportServiceClose log_chDrain guarantees no LogEntry isdropped at shutdown.Join Log Workerspdlog::info "Pipeline complete in X ms"JsonLoader::LoadBeerStyles("beer-styles.json")EnrichmentService::PreWarmBeerStyleCache(beer_styles)JsonLoader::LoadLocations("locations.json")EnrichmentService::PreWarmLocationCache(sampled_locations)JsonLoader::LoadNamesByCountry("names-by-country.json")JsonLoader::LoadPersonas("personas.json")RunUserPhase(sampled_locations)Create BoundedChannels(loc_ch, exp_ch)Loop: Send Locations -> loc_chProducer closes loc_ch.LLM Worker while loopterminates on empty + closed.Close loc_chJoin LLM Worker, SQLite WorkerRunBreweryPhase(sampled_locations)Create BoundedChannels(loc_ch, exp_ch)Loop: Send Locations -> loc_chClose loc_chbrewery_pool_ is now fully populated.Phase 1b may begin.Join LLM Worker, SQLite WorkerRunBeerPhase()Create BoundedChannels(brew_ch, exp_ch)Loop: Send Breweries -> brew_chClose brew_chBoth brewery_pool_ and beer_pool_are now completely populated.Join LLM Worker, SQLite WorkerRunCheckinPhase()Weights seeded from each user'spersona.checkin_weight. J-curve profileemerges from persona distribution.ICheckinDistributionStrategy::AssignActivityWeights(user_pool_)CheckinsForUser(user, brewery_pool_.size())TimestampFor(user, index)Select brewery from brewery_pool_GenerateCheckin(user, brewery, timestamp)via DataGeneratorProcessCheckin(checkin)PipelineLogger::Log(Info, CheckinGeneration,nullopt, checkin_id, "sqlite")Append -> checkin_pool_remainingFor each checkin index?doneremainingFor each GeneratedUser in user_pool_?doneBeer selection biased byuser.persona.style_affinities and abv_range.Rating skew modulated per persona.RunRatingPhase()Match brewery_id, select beer from beer_pool_(same brewery_id, biased by persona affinities)Beer exists for brewery?yesnoGenerateRating(user, beer, checkin_id)via DataGeneratorProcessRating(rating)PipelineLogger::Log(Info, RatingGeneration,nullopt, rating_id, "sqlite")PipelineLogger::Log(Warn, RatingGeneration,nullopt, brewery_id, "sqlite")Skip -- brewery has no beersremainingFor each GeneratedCheckin in checkin_pool_?doneReceive LocationGuaranteed cache hit from startup.GetLocationContextFromCache(location)Guaranteed cache hit from startup.Returns a Persona struct carryingstyle_affinities, abv_range,ibu_preference, checkin_weight.IPersonaSelectionStrategy::SelectPersona(personas_palette_)Deterministic lookup -- no LLM involved.Name selected from pre-keyed tableand passed into the generation prompt.NamesByCountry::SampleName(location.iso3166_1)LLM receives: EnrichedCity context + personadescription + sampled name. Generatesbio and preference signals groundedin locale and persona.GenerateUser(enriched_city, persona, sampled_name)via DataGeneratorPipelineLogger::Log(Info, UserGeneration,city, user_id, "llm")Send GeneratedUser -> exp_chyesloc_ch has items?noProducer closes exp_ch.SQLite Worker while loopterminates on empty + closed.Close exp_chReceive LocationGuaranteed cache hit from startup.GetLocationContextFromCache(location)KV cache stays warm across allbrewery generations -- system promptdoes not change within this phase.GenerateBrewery(enriched_city, context)via DataGeneratorPipelineLogger::Log(Info,BreweryGeneration,city, brewery_id, "llm")Send GeneratedBrewery -> exp_chyesloc_ch has items?noClose exp_chReceive GeneratedBreweryIBeerSelectionStrategy::SelectStyles(brewery, beer_style_palette_)Guaranteed cache hit from startup.KV cache stays warm across allbeer generations -- system promptdoes not change within this phase.GetStyleContextFromCache(style)GenerateBeer(brewery, style_context)via DataGeneratorAttach GeneratedBeer to bundleremainingFor each selected BeerStyle?donePipelineLogger::Log(Info,BeerGeneration,city, brewery_id, "llm")Send BeersBundle -> exp_chyesbrew_ch has items?noClose exp_chReceive GeneratedUserProcessUser(user)PipelineLogger::Log(Info, UserGeneration,city, user_id, "sqlite")Append -> user_pool_yesexp_ch has items?noReceive GeneratedBreweryProcessBrewery(brewery)PipelineLogger::Log(Info,BreweryGeneration,city, brewery_id, "sqlite")Append -> brewery_pool_yesexp_ch has items?noReceive BeersBundleSet beer.brewery_id from bundleProcessBeer(beer)Append -> beer_pool_remainingFor each beer in bundle?donePipelineLogger::Log(Info,BeerGeneration,city, brewery_id, "sqlite")yesexp_ch has items?noMainBiergartenPipelineOrchestrator::Run()OrchestratorLLM WorkerSQLite Worker \ No newline at end of file +The Biergarten Data Pipeline — Activity DiagramParseArguments(argc, argv)spdlog::erroryesInvalid args?noInit OpenSSL global state & LlamaBackendStateBuild DI injectorOpens SQLite connection.(Transactions are now managedper-phase via batching).Initialize SqliteExportServiceCreate BoundedChannel<LogEntry> log_chLog worker drains log_ch for theentire pipeline lifetime.All workers emit LogEntry structsvia PipelineLogger -- never spdlog directly.Spawn Log Worker threadBiergartenPipelineOrchestrator::Run()spdlog::info "Pipeline complete in X ms"Drain guarantees no LogEntry isdropped at shutdown.Join Log WorkerJsonLoader::LoadBeerStyles("beer-styles.json")EnrichmentService::PreWarmBeerStyleCache(beer_styles)JsonLoader::LoadLocations("locations.json")EnrichmentService::PreWarmLocationCache(sampled_locations)JsonLoader::LoadNamesByCountry("forenames-by-country.json","surnames-by-country.json")JsonLoader::LoadPersonas("personas.json")RunUserPhase(sampled_locations)Create BoundedChannels(loc_ch, exp_ch)Loop: Send Locations -> loc_chProducer closes loc_ch.LLM Worker while loopterminates on empty + closed.Close loc_chJoin LLM Worker, SQLite WorkerRunBreweryPhase(sampled_locations)Create BoundedChannels(loc_ch, exp_ch)Loop: Sample User from user_pool_and pair with LocationSend BreweryTask(Location, User) -> loc_chClose loc_chbrewery_pool_ is now fully populated.Phase 1b may begin.Join LLM Worker, SQLite WorkerRunBeerPhase()Create BoundedChannels(brew_ch, exp_ch)Loop: Send Breweries -> brew_chClose brew_chBoth brewery_pool_ and beer_pool_are now completely populated.Checkin and Follow phases maynow run in parallel.Join LLM Worker, SQLite WorkerRunCheckinPhase()Weights seeded from each user'spersona.checkin_weight. J-curve profileemerges from persona distribution.ICheckinDistributionStrategy::AssignActivityWeights(user_pool_)BEGIN TRANSACTIONCheckinsForUser(user, brewery_pool_.size())TimestampFor(user, index)Select brewery from brewery_pool_GenerateCheckin(user, brewery, timestamp)via DataGeneratorProcessCheckin(checkin)PipelineLogger::Log(Info, CheckinGeneration,nullopt, checkin_id, "sqlite")Append -> checkin_pool_COMMIT & BEGINyesBatch size reached?noremainingFor each checkin index?doneremainingFor each GeneratedUser in user_pool_?doneCOMMIT (Final)RunFollowPhase()For RandomFollowStrategy, weightsare uniform. For ActivityWeightedFollowStrategy,weights derived from user.activity_weightso high-activity users attract more followers.IFollowGenerationStrategy::AssignFollowWeights(user_pool_)BEGIN TRANSACTIONSelf-follow constraint (follower_id != followed_id)enforced here and at the DB schema level.IFollowGenerationStrategy::GenerateFollows(user_pool_)ProcessFollow(follow)PipelineLogger::Log(Info, FollowGeneration,nullopt, follower_id, "sqlite")Append -> follow_pool_COMMIT & BEGINyesBatch size reached?noremainingFor each GeneratedFollow?doneCOMMIT (Final)checkin_pool_ and follow_pool_are now fully populated.Rating phase may begin.Join CheckinPhase, FollowPhaseBeer selection biased byuser.persona.style_affinities and abv_range.Rating skew modulated per persona.RunRatingPhase()BEGIN TRANSACTIONMatch brewery_id, select beer from beer_pool_(same brewery_id, biased by persona affinities)Beer exists for brewery?yesnoGenerateRating(user, beer, checkin_id)via DataGeneratorProcessRating(rating)PipelineLogger::Log(Info, RatingGeneration,nullopt, rating_id, "sqlite")COMMIT & BEGINyesBatch size reached?noPipelineLogger::Log(Warn, RatingGeneration,nullopt, brewery_id, "sqlite")Skip -- brewery has no beersremainingFor each GeneratedCheckin in checkin_pool_?doneCOMMIT (Final)Safely closes the DB connection.Finalize SqliteExportServiceClose log_chReceive LocationGuaranteed cache hit from startup.GetLocationContextFromCache(location)Guaranteed cache hit from startup.Returns a Persona struct carryingstyle_affinities, abv_range,ibu_preference, checkin_weight.IPersonaSelectionStrategy::SelectPersona(personas_palette_)Deterministic lookup -- no LLM involved.Name selected from pre-keyed tableand passed into the generation prompt.NamesByCountry::SampleName(location.iso3166_1)LLM receives: EnrichedCity context + personadescription + sampled name. Generatesbio and preference signals groundedin locale and persona.GenerateUser(enriched_city, persona, sampled_name)via DataGeneratorPipelineLogger::Log(Info, UserGeneration,city, user_id, "llm")Send GeneratedUser -> exp_chyesloc_ch has items?noProducer closes exp_ch.SQLite Worker while loopterminates on empty + closed.Close exp_chReceive BreweryTask(Location, User)Guaranteed cache hit from startup.GetLocationContextFromCache(task.location)KV cache stays warm.Brewery is linked to the sampled owner_user_id.GenerateBrewery(enriched_city, context, task.user)via DataGeneratorPipelineLogger::Log(Info,BreweryGeneration,city, brewery_id, "llm")Send GeneratedBrewery -> exp_chyesloc_ch has items?noClose exp_chReceive GeneratedBreweryIBeerSelectionStrategy::SelectStyles(brewery, beer_style_palette_)Guaranteed cache hit from startup.KV cache stays warm across allbeer generations -- system promptdoes not change within this phase.GetStyleContextFromCache(style)GenerateBeer(brewery, style_context)via DataGeneratorAttach GeneratedBeer to bundleremainingFor each selected BeerStyle?donePipelineLogger::Log(Info,BeerGeneration,city, brewery_id, "llm")Send BeersBundle -> exp_chyesbrew_ch has items?noClose exp_chBEGIN TRANSACTIONReceive GeneratedUserProcessUser(user)PipelineLogger::Log(Info, UserGeneration,city, user_id, "sqlite")Append -> user_pool_COMMIT & BEGINyesBatch size reached?noyesexp_ch has items?noCOMMIT (Final)BEGIN TRANSACTIONReceive GeneratedBreweryProcessBrewery(brewery)PipelineLogger::Log(Info,BreweryGeneration,city, brewery_id, "sqlite")Append -> brewery_pool_COMMIT & BEGINyesBatch size reached?noyesexp_ch has items?noCOMMIT (Final)BEGIN TRANSACTIONReceive BeersBundleSet beer.brewery_id from bundleProcessBeer(beer)Append -> beer_pool_remainingFor each beer in bundle?donePipelineLogger::Log(Info,BeerGeneration,city, brewery_id, "sqlite")COMMIT & BEGINyesBatch size reached?noyesexp_ch has items?noCOMMIT (Final)MainBiergartenPipelineOrchestrator::Run()OrchestratorLLM WorkerSQLite Worker \ No newline at end of file diff --git a/docs/pipeline/diagrams/planned/output/class.svg b/docs/pipeline/diagrams/planned/output/class.svg index 559ce29..7595faf 100644 --- a/docs/pipeline/diagrams/planned/output/class.svg +++ b/docs/pipeline/diagrams/planned/output/class.svg @@ -1 +1 @@ -DomainDomain ModelsDomain: Application ConfigurationDomain PolicyInfrastructureLoggingPipeline ChannelData PreloadingEnrichmentData GenerationData ExportLocationcity : std::stringstate_province : std::stringiso3166_2 : std::stringcountry : std::stringiso3166_1 : std::stringlocal_languages : std::vector<std::string>latitude : doublelongitude : doubleLocationContexttext : std::stringcompleteness : Completenesschar_count : size_tCompletenessFullPartialAbsentEnrichedCitylocation : Locationcontext : LocationContextBeerStylename : std::stringdescription : std::stringmin_abv : floatmax_abv : floatmin_ibu : intmax_ibu : intBreweryResultname_en : std::stringdescription_en : std::stringname_local : std::stringdescription_local : std::stringBeerResultname_en : std::stringdescription_en : std::stringname_local : std::stringdescription_local : std::stringstyle : std::stringabv : floatibu : intUserResultusername : std::stringbio : std::stringactivity_weight : floatCheckinResultchecked_in_at : std::stringnote : std::stringRatingResultscore : floatnote : std::stringGeneratedBrewerybrewery_id : sqlite3_int64location : Locationbrewery : BreweryResultcontext_completeness : LocationContext::Completenessgenerated_at : std::stringGeneratedBeerbeer_id : sqlite3_int64brewery_id : sqlite3_int64location : Locationstyle : BeerStylebeer : BeerResultgenerated_at : std::stringGeneratedUseruser_id : sqlite3_int64location : Locationuser : UserResultgenerated_at : std::stringGeneratedCheckincheckin_id : sqlite3_int64user_id : sqlite3_int64brewery_id : sqlite3_int64checkin : CheckinResultgenerated_at : std::stringGeneratedRatinguser_id : sqlite3_int64beer_id : sqlite3_int64checkin_id : sqlite3_int64rating : RatingResultgenerated_at : std::stringSamplingOptionstemperature : float = 1.0Ftop_p : float = 0.95Ftop_k : uint32_t = 64n_ctx : uint32_t = 8192seed : int = -1GeneratorOptionsmodel_path : std::filesystem::pathuse_mocked : bool = falsesampling : SamplingOptionsPipelineOptionsoutput_path : std::filesystem::pathlog_path : std::filesystem::pathApplicationOptionsgenerator : GeneratorOptionspipeline : PipelineOptions«interface»ContextStrategyQueriesFor(loc : const Location&) : std::vector<std::string>MaxContextChars() : size_tBreweryContextStrategyQueriesFor(loc : const Location&) : std::vector<std::string>MaxContextChars() : size_tBeerContextStrategyQueriesFor(loc : const Location&) : std::vector<std::string>MaxContextChars() : size_t«interface»SamplingStrategySample(locations : const std::vector<Location>&) : std::vector<Location>UniformSamplingStrategysample_size_ : size_tSample(locations : const std::vector<Location>&) : std::vector<Location>«interface»BeerSelectionStrategySelectStyles(brewery : const GeneratedBrewery&,palette : std::span<const BeerStyle>) : std::vector<BeerStyle>RandomBeerSelectionStrategyrng_ : std::mt19937min_beers_ : size_tmax_beers_ : size_tSelectStyles(brewery : const GeneratedBrewery&,palette : std::span<const BeerStyle>) : std::vector<BeerStyle>«interface»CheckinDistributionStrategyAssignActivityWeights(users : std::vector<GeneratedUser>&) : voidCheckinsForUser(user : const GeneratedUser&,brewery_count : size_t) : size_tTimestampFor(user : const GeneratedUser&,index : size_t) : std::stringJCurveCheckinStrategyrng_ : std::mt19937AssignActivityWeights(users : std::vector<GeneratedUser>&) : voidCheckinsForUser(user : const GeneratedUser&,brewery_count : size_t) : size_tTimestampFor(user : const GeneratedUser&,index : size_t) : std::stringLogLevelDebugInfoWarnErrorPipelinePhaseStartupUserGenerationBreweryAndBeerGenerationCheckinGenerationRatingGenerationTeardownLogEntrytimestamp : std::chrono::system_clock::time_pointlevel : LogLevelphase : PipelinePhasemessage : std::stringcity : std::optional<std::string>entity_id : std::optional<std::string>worker : std::optional<std::string>«interface»LoggerLog(level, phase, message,city, entity_id, worker) : voidPipelineLoggerlog_ch_ : BoundedChannel<LogEntry>&Log(level, phase, message,city, entity_id, worker) : voidLogWorkerlog_ch_ : BoundedChannel<LogEntry>&Run() : voidFormatTimestamp(tp) : std::stringToSpdlogLevel(level) : spdlog::level::level_enumToString(phase) : std::stringBoundedChannelTqueue_ : std::queue<T>mutex_ : std::mutexnot_full_ : std::condition_variablenot_empty_ : std::condition_variablecapacity_ : size_tclosed_ : boolSend(item : T) : voidReceive() : std::optional<T>Close() : void«interface»DataPreloaderLoadLocations(filepath : const std::filesystem::path&) : std::vector<Location>LoadBeerStyles(filepath : const std::filesystem::path&) : std::vector<BeerStyle>LoadPersonas(filepath : const std::filesystem::path&) : std::vector<Persona>LoadNamesByCountry(filepath : const std::filesystem::path&) : NamesByCountryJsonLoaderLoadLocations(filepath : const std::filesystem::path&) : std::vector<Location>LoadBeerStyles(filepath : const std::filesystem::path&) : std::vector<BeerStyle>LoadPersonas(filepath : const std::filesystem::path&) : std::vector<Persona>LoadNamesByCountry(filepath : const std::filesystem::path&) : NamesByCountry«interface»EnrichmentServiceGetLocationContext(loc : const Location&,strategy : const ContextStrategy&) : LocationContextWikipediaServiceclient_ : std::unique_ptr<WebClient>extract_cache_ : std::unordered_map<std::string, std::string>GetLocationContext(loc : const Location&,strategy : const ContextStrategy&) : LocationContextFetchExtract(query : std::string_view) : std::string«interface»WebClientGet(url : const std::string&) : std::stringUrlEncode(value : const std::string&) : std::stringCURLWebClientGet(url : const std::string&) : std::stringUrlEncode(value : const std::string&) : std::string«interface»DataGeneratorGenerateBrewery(location : const Location&,context : const LocationContext&) : BreweryResultGenerateBeer(brewery_id : sqlite3_int64,location : const Location&,context : const LocationContext&,style : const BeerStyle&) : BeerResultGenerateUser(location : const Location&) : UserResultGenerateCheckin(user : const GeneratedUser&,brewery : const GeneratedBrewery&,timestamp : const std::string&) : CheckinResultGenerateRating(user : const GeneratedUser&,beer : const GeneratedBeer&,checkin_id : sqlite3_int64) : RatingResultMockGeneratorGenerateBrewery(...) : BreweryResultGenerateBeer(...) : BeerResultGenerateUser(...) : UserResultGenerateCheckin(...) : CheckinResultGenerateRating(...) : RatingResultDeterministicHash(location : const Location&) : size_tLlamaGeneratormodel_ : ModelHandlecontext_ : ContextHandleprompt_formatter_ : std::unique_ptr<PromptFormatter>rng_ : std::mt19937GenerateBrewery(...) : BreweryResultGenerateBeer(...) : BeerResultGenerateUser(...) : UserResultGenerateCheckin(...) : CheckinResultGenerateRating(...) : RatingResultLoad(opts : const GeneratorOptions&) : voidInfer(system_prompt, user_prompt,max_tokens, grammar) : std::stringValidateModelArchitecture() : void«interface»PromptFormatterFormat(system_prompt : std::string_view,user_prompt : std::string_view) : std::stringExpectedArchitecture() : std::string_viewGemma4JinjaPromptFormatterFormat(...) : std::stringExpectedArchitecture() : std::string_view«interface»ExportServiceInitialize() : voidProcessBrewery(brewery : const GeneratedBrewery&) : sqlite3_int64ProcessBeer(beer : const GeneratedBeer&) : sqlite3_int64ProcessUser(user : const GeneratedUser&) : sqlite3_int64ProcessCheckin(checkin : const GeneratedCheckin&) : sqlite3_int64ProcessRating(rating : const GeneratedRating&) : voidFinalize() : voidSqliteExportServicedate_time_provider_ : std::unique_ptr<DateTimeProvider>db_handle_ : SqliteDatabaseHandleinsert_location_stmt_ : SqliteStatementHandleinsert_brewery_stmt_ : SqliteStatementHandleinsert_beer_stmt_ : SqliteStatementHandleinsert_user_stmt_ : SqliteStatementHandleinsert_checkin_stmt_ : SqliteStatementHandleinsert_rating_stmt_ : SqliteStatementHandletransaction_open_ : boollocation_cache_ : std::unordered_map<std::string, sqlite3_int64>brewery_cache_ : std::unordered_map<std::string, sqlite3_int64>Initialize() : voidProcessBrewery(brewery : const GeneratedBrewery&) : sqlite3_int64ProcessBeer(beer : const GeneratedBeer&) : sqlite3_int64ProcessUser(user : const GeneratedUser&) : sqlite3_int64ProcessCheckin(checkin : const GeneratedCheckin&) : sqlite3_int64ProcessRating(rating : const GeneratedRating&) : voidFinalize() : voidInitializeSchema() : voidPrepareStatements() : voidRollbackAndCloseNoThrow() : voidFinalizeStatements() : void«interface»DateTimeProviderGetUtcTimestamp() : std::stringSystemDateTimeProviderGetUtcTimestamp() : std::stringBiergartenPipelineOrchestratorpreloader_ : std::unique_ptr<DataPreloader>enrichment_service_ : std::unique_ptr<EnrichmentService>generator_ : std::unique_ptr<DataGenerator>logger_ : std::unique_ptr<Logger>exporter_ : std::unique_ptr<ExportService>brewery_context_strategy_ : std::unique_ptr<ContextStrategy>sampling_strategy_ : std::unique_ptr<SamplingStrategy>beer_selection_strategy_ : std::unique_ptr<BeerSelectionStrategy>checkin_strategy_ : std::unique_ptr<CheckinDistributionStrategy>beer_style_palette_ : std::vector<BeerStyle>options_ : ApplicationOptionsuser_pool_ : std::vector<GeneratedUser>brewery_pool_ : std::vector<GeneratedBrewery>beer_pool_ : std::vector<GeneratedBeer>checkin_pool_ : std::vector<GeneratedCheckin>Run() : boolRunUserPhase(locations : const std::vector<Location>&) : voidRunBreweryAndBeerPhase(locations : const std::vector<Location>&) : voidRunCheckinPhase() : voidRunRatingPhase() : voidemitsconsumesuser_pool_0..*brewery_pool_0..*beer_pool_0..*checkin_pool_0..*logs todrains from \ No newline at end of file +Biergarten Data Pipeline — Class DiagramDomain: ModelsDomain: Application ConfigurationDomain: PolicyInfrastructure: LoggingInfrastructure: Pipeline ChannelInfrastructure: Data PreloadingInfrastructure: EnrichmentInfrastructure: PromptingInfrastructure: Data GenerationInfrastructure: Data ExportLocationcity : std::stringstate_province : std::stringiso3166_2 : std::stringcountry : std::stringiso3166_1 : std::stringlocal_languages : std::vector<std::string>latitude : doublelongitude : doubleLocationContexttext : std::stringcompleteness : Completenesschar_count : size_tCompletenessFullPartialAbsentEnrichedCitylocation : Locationcontext : LocationContextBeerStylename : std::stringdescription : std::stringmin_abv : floatmax_abv : floatmin_ibu : intmax_ibu : intBreweryResultname_en : std::stringdescription_en : std::stringname_local : std::stringdescription_local : std::stringBeerResultname_en : std::stringdescription_en : std::stringname_local : std::stringdescription_local : std::stringstyle : std::stringabv : floatibu : intUserResultfirst_name : std::stringlast_name : std::stringgender : std::stringusername : std::stringbio : std::stringactivity_weight : floatNamefirst_name : std::stringlast_name : std::stringgender : std::stringForenameEntryname : std::stringgender : std::stringNamesByCountryforenames_by_country_ : std::unordered_map<std::string, std::vector<ForenameEntry>>surnames_by_country_ : std::unordered_map<std::string, std::vector<std::string>>SampleName(iso3166_1 : const std::string&,rng : std::mt19937&) : std::optional<Name>Backed by two source-shaped maps,keyed by ISO 3166-1 country code,sourced from popular-names-by-country-dataset(CC0) -- see ETHICS-AND-KNOWN-ISSUES.md.Gender is preserved per forename so it canbe threaded through to persona/bio generationlater; surnames carry no gender in the sourcedata. Pairing happens at sample time, not atfixture-authoring time, so no information fromthe source dataset is discarded up front.CheckinResultchecked_in_at : std::stringnote : std::stringRatingResultscore : floatnote : std::stringGenerationMetadatageneration_id : uint64_tgenerated_time : std::stringcontext_provided : boolgenerated_with : std::stringGeneratedBrewerybrewery_id : uint64_tlocation : Locationbrewery : BreweryResultcontext_completeness : LocationContext::Completenessmetadata : GenerationMetadataGeneratedBeerbeer_id : uint64_tbrewery_id : uint64_tlocation : Locationstyle : BeerStylebeer : BeerResultmetadata : GenerationMetadataGeneratedUseruser_id : uint64_tlocation : Locationuser : UserResultemail : std::stringdate_of_birth : std::stringpassword : std::stringmetadata : GenerationMetadataemail, date_of_birth, and password areprogrammatically generated by the orchestrator(not LLM-authored) so a downstream auth-accountseeding consumer can register real accounts fromthis export. See ROADMAP.md §1.GeneratedCheckincheckin_id : uint64_tuser_id : uint64_tbrewery_id : uint64_tcheckin : CheckinResultmetadata : GenerationMetadataGeneratedRatinguser_id : uint64_tbeer_id : uint64_tcheckin_id : uint64_trating : RatingResultmetadata : GenerationMetadataGeneratedFollowfollower_id : uint64_tfollowed_id : uint64_tmetadata : GenerationMetadataUserPersonaname: std::stringdescription: std::stringstyle_affinities: std::vector<std::string>SamplingOptionstemperature: float = 1.0Ftop_p: float = 0.95Ftop_k: uint32_t = 64n_ctx: uint32_t = 8192seed: int = -1GeneratorOptionsmodel_path: std::filesystem::pathuse_mocked: bool = falsesampling: std::optional<SamplingOptions>PipelineOptionsoutput_path: std::filesystem::pathlog_path: std::filesystem::pathApplicationOptionsgenerator: GeneratorOptionspipeline: PipelineOptions«interface»ContextStrategyQueriesFor(loc : const Location&) : std::vector<std::string>MaxContextChars() : size_tBreweryContextStrategyQueriesFor(loc : const Location&) : std::vector<std::string>MaxContextChars() : size_tBeerContextStrategyQueriesFor(loc : const Location&) : std::vector<std::string>MaxContextChars() : size_t«interface»SamplingStrategySample(locations : const std::vector<Location>&) : std::vector<Location>UniformSamplingStrategysample_size_ : size_tSample(locations : const std::vector<Location>&) : std::vector<Location>«interface»BeerSelectionStrategySelectStyles(brewery : const GeneratedBrewery&,palette : std::span<const BeerStyle>) : std::vector<BeerStyle>RandomBeerSelectionStrategyrng_ : std::mt19937min_beers_ : size_tmax_beers_ : size_tSelectStyles(brewery : const GeneratedBrewery&,palette : std::span<const BeerStyle>) : std::vector<BeerStyle>«interface»CheckinDistributionStrategyAssignActivityWeights(users : std::vector<GeneratedUser>&) : voidCheckinsForUser(user : const GeneratedUser&,brewery_count : size_t) : size_tTimestampFor(user : const GeneratedUser&,index : size_t) : std::stringJCurveCheckinStrategyrng_ : std::mt19937AssignActivityWeights(users : std::vector<GeneratedUser>&) : voidCheckinsForUser(user : const GeneratedUser&,brewery_count : size_t) : size_tTimestampFor(user : const GeneratedUser&,index : size_t) : std::stringRandomCheckinStrategyrng_ : std::mt19937min_checkins_ : size_tmax_checkins_ : size_tAssignActivityWeights(users : std::vector<GeneratedUser>&) : voidCheckinsForUser(user : const GeneratedUser&,brewery_count : size_t) : size_tTimestampFor(user : const GeneratedUser&,index : size_t) : std::string«interface»FollowGenerationStrategyGenerateFollows(users : const std::vector<GeneratedUser>&) : std::vector<GeneratedFollow>RandomFollowStrategyrng_ : std::mt19937min_follows_ : size_tmax_follows_ : size_tGenerateFollows(users : const std::vector<GeneratedUser>&) : std::vector<GeneratedFollow>ActivityWeightedFollowStrategyrng_ : std::mt19937min_follows_ : size_tmax_follows_ : size_tGenerateFollows(users : const std::vector<GeneratedUser>&) : std::vector<GeneratedFollow>LogLevelDebugInfoWarnErrorPipelinePhaseStartupUserGenerationBreweryAndBeerGenerationCheckinGenerationRatingGenerationFollowGenerationTeardownLogEntrytimestamp : std::chrono::system_clock::time_pointlevel : LogLevelphase : PipelinePhasemessage : std::stringworker : std::optional<std::string>«interface»ILoggerLog(entry : const LogEntry&) : voidLogProducerchannel_ : BoundedChannel<LogEntry>&Log(entry : const LogEntry&) : voidLogDispatcherchannel_ : BoundedChannel<LogEntry>&Run() : voidToSpdlogLevel(level) : spdlog::level::level_enumBoundedChannelTqueue_ : std::queue<T>mutex_ : std::mutexnot_full_ : std::condition_variablenot_empty_ : std::condition_variablecapacity_ : size_tclosed_ : boolSend(item : T) : voidReceive() : std::optional<T>Close() : void«interface»DataPreloaderLoadLocations(filepath : const std::filesystem::path&) : std::vector<Location>LoadBeerStyles(filepath : const std::filesystem::path&) : std::vector<BeerStyle>LoadPersonas(filepath : const std::filesystem::path&) : std::vector<UserPersona>LoadNamesByCountry(forenames_filepath : const std::filesystem::path&,surnames_filepath : const std::filesystem::path&) : NamesByCountryJsonLoaderLoadLocations(filepath : const std::filesystem::path&) : std::vector<Location>LoadBeerStyles(filepath : const std::filesystem::path&) : std::vector<BeerStyle>LoadPersonas(filepath : const std::filesystem::path&) : std::vector<UserPersona>LoadNamesByCountry(forenames_filepath : const std::filesystem::path&,surnames_filepath : const std::filesystem::path&) : NamesByCountry«interface»EnrichmentServiceGetLocationContext(loc : const Location&,strategy : const ContextStrategy&) : LocationContextWikipediaServiceclient_ : std::unique_ptr<WebClient>extract_cache_ : std::unordered_map<std::string, std::string>GetLocationContext(loc : const Location&,strategy : const ContextStrategy&) : LocationContextFetchExtract(query : std::string_view) : std::string«interface»WebClientGet(url : const std::string&) : std::stringUrlEncode(value : const std::string&) : std::stringHttpWebClientGet(url : const std::string&) : std::stringUrlEncode(value : const std::string&) : std::string«interface»IPromptDirectoryLoad(key : std::string_view) : std::stringPromptDirectoryprompt_dir_ : std::filesystem::pathcache_ : std::unordered_map<std::string, std::string>PromptDirectory(prompt_dir : const std::filesystem::path&)Load(key : std::string_view) : std::string«interface»DataGeneratorGenerateBrewery(location : const Location&,context : const LocationContext&) : BreweryResultGenerateBeer(brewery_id : uint64_t,location : const Location&,context : const LocationContext&,style : const BeerStyle&) : BeerResultGenerateUser(city : const EnrichedCity&,persona : const UserPersona&,name : const Name&) : UserResultGenerateCheckin(user : const GeneratedUser&,brewery : const GeneratedBrewery&,timestamp : const std::string&) : CheckinResultGenerateRating(user : const GeneratedUser&,beer : const GeneratedBeer&,checkin_id : uint64_t) : RatingResultMockGeneratorGenerateBrewery(...) : BreweryResultGenerateBeer(...) : BeerResultGenerateUser(...) : UserResultGenerateCheckin(...) : CheckinResultGenerateRating(...) : RatingResultDeterministicHash(location : const Location&) : size_tLlamaGeneratormodel_ : ModelHandlecontext_ : ContextHandleprompt_formatter_ : std::unique_ptr<PromptFormatter>prompt_directory_ : std::unique_ptr<IPromptDirectory>rng_ : std::mt19937GenerateBrewery(...) : BreweryResultGenerateBeer(...) : BeerResultGenerateUser(...) : UserResultGenerateCheckin(...) : CheckinResultGenerateRating(...) : RatingResultLoad(opts : const GeneratorOptions&) : voidInfer(system_prompt, user_prompt,max_tokens, grammar) : std::stringValidateModelArchitecture() : void«interface»PromptFormatterFormat(system_prompt : std::string_view,user_prompt : std::string_view) : std::stringExpectedArchitecture() : std::string_viewGemma4JinjaPromptFormatterFormat(...) : std::stringExpectedArchitecture() : std::string_view«interface»ExportServiceInitialize() : voidProcessBrewery(brewery : const GeneratedBrewery&) : uint64_tProcessBeer(beer : const GeneratedBeer&) : uint64_tProcessUser(user : const GeneratedUser&) : uint64_tProcessCheckin(checkin : const GeneratedCheckin&) : uint64_tProcessRating(rating : const GeneratedRating&) : voidProcessFollow(follow : const GeneratedFollow&) : voidFinalize() : voidSqliteExportServicedate_time_provider_ : std::unique_ptr<DateTimeProvider>db_handle_ : SqliteDatabaseHandleinsert_location_stmt_ : SqliteStatementHandleinsert_brewery_stmt_ : SqliteStatementHandleinsert_beer_stmt_ : SqliteStatementHandleinsert_user_stmt_ : SqliteStatementHandleinsert_checkin_stmt_ : SqliteStatementHandleinsert_rating_stmt_ : SqliteStatementHandleinsert_follow_stmt_ : SqliteStatementHandletransaction_open_ : boollocation_cache_ : std::unordered_map<std::string, uint64_t>brewery_cache_ : std::unordered_map<std::string, uint64_t>Initialize() : voidProcessRecord(brewery : const GeneratedBrewery&) : uint64_tProcessRecord(beer : const GeneratedBeer&) : uint64_tProcessRecord(user : const GeneratedUser&) : uint64_tProcessRecord(checkin : const GeneratedCheckin&) : uint64_tProcessRecord(rating : const GeneratedRating&) : voidProcessRecord(follow : const GeneratedFollow&) : voidFinalize() : voidInitializeSchema() : voidPrepareStatements() : voidRollbackAndCloseNoThrow() : voidFinalizeStatements() : void«interface»DateTimeProviderGetUtcTimestamp() : std::stringSystemDateTimeProviderGetUtcTimestamp() : std::stringBiergartenPipelineOrchestratorpreloader_ : std::unique_ptr<DataPreloader>enrichment_service_ : std::unique_ptr<EnrichmentService>generator_ : std::unique_ptr<DataGenerator>logger_ : std::unique_ptr<Logger>exporter_ : std::unique_ptr<ExportService>brewery_context_strategy_ : std::unique_ptr<ContextStrategy>sampling_strategy_ : std::unique_ptr<SamplingStrategy>beer_selection_strategy_ : std::unique_ptr<BeerSelectionStrategy>checkin_strategy_ : std::unique_ptr<CheckinDistributionStrategy>follow_strategy_ : std::unique_ptr<FollowGenerationStrategy>beer_style_palette_ : std::vector<BeerStyle>options_ : ApplicationOptionsuser_pool_ : std::vector<GeneratedUser>brewery_pool_ : std::vector<GeneratedBrewery>beer_pool_ : std::vector<GeneratedBeer>checkin_pool_ : std::vector<GeneratedCheckin>follow_pool_ : std::vector<GeneratedFollow>Run() : boolRunUserPhase(locations : const std::vector<Location>&) : voidRunBreweryAndBeerPhase(locations : const std::vector<Location>&) : voidRunCheckinPhase() : voidRunRatingPhase() : voidRunFollowPhase() : voidLoggerPipelineLoggerLogWorker0..*producesemitsconsumesuser_pool_0..*brewery_pool_0..*beer_pool_0..*checkin_pool_0..*follow_pool_0..*logs todrains from \ No newline at end of file diff --git a/tooling/pipeline/CMakeLists.txt b/tooling/pipeline/CMakeLists.txt index b31ce3e..ef190f5 100644 --- a/tooling/pipeline/CMakeLists.txt +++ b/tooling/pipeline/CMakeLists.txt @@ -151,6 +151,11 @@ target_sources(${PROJECT_NAME} PRIVATE src/json_handling/json_loader.cc ) +# --- data_model --- +target_sources(${PROJECT_NAME} PRIVATE + src/data_model/names_by_country.cc +) + # --- application_options --- target_sources(${PROJECT_NAME} PRIVATE src/application_options/parse_arguments.cc @@ -161,6 +166,7 @@ target_sources(${PROJECT_NAME} PRIVATE src/biergarten_pipeline_orchestrator/log_results.cc src/biergarten_pipeline_orchestrator/biergarten_pipeline_orchestrator.cc src/biergarten_pipeline_orchestrator/generate_breweries.cc + src/biergarten_pipeline_orchestrator/generate_users.cc src/biergarten_pipeline_orchestrator/run.cc src/biergarten_pipeline_orchestrator/query_cities_with_countries.cc ) @@ -260,6 +266,21 @@ configure_file( ${CMAKE_BINARY_DIR}/locations.json COPYONLY ) +configure_file( + ${CMAKE_SOURCE_DIR}/personas.json + ${CMAKE_BINARY_DIR}/personas.json + COPYONLY +) +configure_file( + ${CMAKE_SOURCE_DIR}/forenames-by-country.json + ${CMAKE_BINARY_DIR}/forenames-by-country.json + COPYONLY +) +configure_file( + ${CMAKE_SOURCE_DIR}/surnames-by-country.json + ${CMAKE_BINARY_DIR}/surnames-by-country.json + COPYONLY +) add_custom_command(TARGET ${PROJECT_NAME} POST_BUILD COMMAND ${CMAKE_COMMAND} -E copy_directory ${CMAKE_SOURCE_DIR}/prompts diff --git a/tooling/pipeline/forenames-by-country.json b/tooling/pipeline/forenames-by-country.json new file mode 100644 index 0000000..8cb8f8a --- /dev/null +++ b/tooling/pipeline/forenames-by-country.json @@ -0,0 +1,27168 @@ +{ + "AD": [ + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "N-AD-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "Martina" + ], + "romanized": [ + "Martina" + ] + }, + { + "id": "N-AD-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "Emma" + ], + "romanized": [ + "Emma" + ] + }, + { + "id": "N-AD-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "Jana" + ], + "romanized": [ + "Jana" + ] + }, + { + "id": "N-AD-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "Lucia" + ], + "romanized": [ + "Lucia" + ] + }, + { + "id": "N-AD-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "Iker" + ], + "romanized": [ + "Iker" + ] + }, + { + "id": "N-AD-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "Leo" + ], + "romanized": [ + "Leo" + ] + }, + { + "id": "N-AD-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "Martí" + ], + "romanized": [ + "Martí" + ] + }, + { + "id": "N-AD-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "Biel" + ], + "romanized": [ + "Biel" + ] + }, + { + "id": "N-AD-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "Dylan" + ], + "romanized": [ + "Dylan" + ] + }, + { + "id": "N-AD-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "Jordi" + ], + "romanized": [ + "Jordi" + ] + }, + { + "id": "N-AD-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "Marc" + ], + "romanized": [ + "Marc" + ] + } + ] + } + ], + "AE": [ + { + "region": "Arab world", + "population": "All", + "note": "BabyCenter", + "names": [ + { + "id": "O-AE-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "مريم" + ], + "romanized": [ + "Maryam" + ] + }, + { + "id": "O-AE-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "فاطمة" + ], + "romanized": [ + "Fatima" + ] + }, + { + "id": "O-AE-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "لين" + ], + "romanized": [ + "Lyn" + ] + }, + { + "id": "O-AE-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "حور" + ], + "romanized": [ + "Hur" + ] + }, + { + "id": "O-AE-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "ليان" + ], + "romanized": [ + "Lian" + ] + }, + { + "id": "O-AE-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "ماريا" + ], + "romanized": [ + "Maria" + ] + }, + { + "id": "O-AE-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "ملك" + ], + "romanized": [ + "Malak" + ] + }, + { + "id": "O-AE-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "نور" + ], + "romanized": [ + "Nur" + ] + }, + { + "id": "O-AE-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "ميلا" + ], + "romanized": [ + "Mila" + ] + }, + { + "id": "O-AE-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "فرح" + ], + "romanized": [ + "Farah" + ] + } + ] + }, + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "O-AE-2-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "محمد" + ], + "romanized": [ + "Mohamed" + ] + }, + { + "id": "O-AE-2-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "عبدالله" + ], + "romanized": [ + "Abdullah" + ] + }, + { + "id": "O-AE-2-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "أحمد" + ], + "romanized": [ + "Ahmed" + ] + }, + { + "id": "O-AE-2-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "علي" + ], + "romanized": [ + "Ali" + ] + }, + { + "id": "O-AE-2-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "يوسف" + ], + "romanized": [ + "Yousouf" + ] + }, + { + "id": "O-AE-2-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "عمر" + ], + "romanized": [ + "Omar" + ] + }, + { + "id": "O-AE-2-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "آدم" + ], + "romanized": [ + "Adam" + ] + }, + { + "id": "O-AE-2-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "عبد" + ], + "romanized": [ + "Abd" + ] + }, + { + "id": "O-AE-2-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "خالد" + ], + "romanized": [ + "Khaled" + ] + }, + { + "id": "O-AE-2-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "فهد" + ], + "romanized": [ + "Fahd" + ] + } + ] + } + ], + "AL": [ + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "N-AL-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "Amelia" + ], + "romanized": [ + "Amelia" + ] + }, + { + "id": "N-AL-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "Ajla" + ], + "romanized": [ + "Ajla" + ] + }, + { + "id": "N-AL-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "Aria" + ], + "romanized": [ + "Aria" + ] + }, + { + "id": "N-AL-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "Amelja" + ], + "romanized": [ + "Amelja" + ] + }, + { + "id": "N-AL-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "Leandra" + ], + "romanized": [ + "Leandra" + ] + }, + { + "id": "N-AL-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "Ambra" + ], + "romanized": [ + "Ambra" + ] + }, + { + "id": "N-AL-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "Klea" + ], + "romanized": [ + "Klea" + ] + }, + { + "id": "N-AL-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "Melisa" + ], + "romanized": [ + "Melisa" + ] + }, + { + "id": "N-AL-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "Amaris" + ], + "romanized": [ + "Amaris" + ] + }, + { + "id": "N-AL-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "Reina" + ], + "romanized": [ + "Reina" + ] + }, + { + "id": "N-AL-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "Noel" + ], + "romanized": [ + "Noel" + ] + }, + { + "id": "N-AL-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "Aron" + ], + "romanized": [ + "Aron" + ] + }, + { + "id": "N-AL-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "Joel" + ], + "romanized": [ + "Joel" + ] + }, + { + "id": "N-AL-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "Roan" + ], + "romanized": [ + "Roan" + ] + }, + { + "id": "N-AL-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "Amar" + ], + "romanized": [ + "Amar" + ] + }, + { + "id": "N-AL-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "Mateo" + ], + "romanized": [ + "Mateo" + ] + }, + { + "id": "N-AL-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "Alteo" + ], + "romanized": [ + "Alteo" + ] + }, + { + "id": "N-AL-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "Roel" + ], + "romanized": [ + "Roel" + ] + }, + { + "id": "N-AL-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "Luis" + ], + "romanized": [ + "Luis" + ] + }, + { + "id": "N-AL-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "Dion" + ], + "romanized": [ + "Dion" + ] + } + ] + } + ], + "AM": [ + { + "region": "All", + "population": "General population", + "note": null, + "names": [ + { + "id": "N-AM-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "Anahit" + ], + "romanized": [ + "Anahit" + ] + }, + { + "id": "N-AM-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "Gayane" + ], + "romanized": [ + "Gayane" + ] + }, + { + "id": "N-AM-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "Anna" + ], + "romanized": [ + "Anna" + ] + }, + { + "id": "N-AM-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "Karine" + ], + "romanized": [ + "Karine" + ] + }, + { + "id": "N-AM-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "Hasmik" + ], + "romanized": [ + "Hasmik" + ] + }, + { + "id": "N-AM-1-F-6", + "rank": 6, + "gender": "F", + 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"gender": "F", + "localized": [ + "依诺" + ], + "romanized": [ + "Yīnuò" + ] + }, + { + "id": "O-CN-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "梓涵" + ], + "romanized": [ + "Zǐhán" + ] + }, + { + "id": "O-CN-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "苡沫" + ], + "romanized": [ + "Yǐmò" + ] + }, + { + "id": "O-CN-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "雨桐" + ], + "romanized": [ + "Yǔtóng" + ] + }, + { + "id": "O-CN-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "欣怡" + ], + "romanized": [ + "Xīnyí" + ] + }, + { + "id": "O-CN-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "语桐" + ], + "romanized": [ + "Yǔtóng" + ] + }, + { + "id": "O-CN-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "语汐" + ], + "romanized": [ + "Yǔxī" + ] + }, + { + "id": "O-CN-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "沐宸" + ], + "romanized": [ + "Mùchén" + ] + }, + { + "id": "O-CN-1-M-2", + "rank": 2, + "gender": "M", + "localized": 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"romanized": [ + "Mùyáng" + ] + } + ] + } + ], + "CY": [ + { + "region": "All", + "population": "All", + "note": "Census", + "names": [ + { + "id": "O-CY-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "Μαρία" + ], + "romanized": [ + "Maria" + ] + }, + { + "id": "O-CY-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "Ελένη" + ], + "romanized": [ + "Eleni" + ] + }, + { + "id": "O-CY-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "Ανδρούλα" + ], + "romanized": [ + "Androula" + ] + }, + { + "id": "O-CY-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "Γεωργία" + ], + "romanized": [ + "Georgia" + ] + }, + { + "id": "O-CY-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "Παναγιώτα" + ], + "romanized": [ + "Panagiota" + ] + }, + { + "id": "O-CY-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "Άννα" + ], + "romanized": [ + "Anna" + ] + }, + { + "id": "O-CY-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "Χριστίνα" + ], + "romanized": [ + "Christina" + ] + }, + { + "id": "O-CY-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "Κατερίνα" + ], + "romanized": [ + "Katerina" + ] + }, + { + "id": "O-CY-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "Ιωάννα" + ], + "romanized": [ + "Ioanna" + ] + }, + { + "id": "O-CY-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "Κυριακή" + ], + "romanized": [ + "Kyriaki" + ] + }, + { + "id": "O-CY-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "Ανδρέας" + ], + "romanized": [ + "Andreas" + ] + }, + { + "id": "O-CY-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "Γεώργιος" + ], + "romanized": [ + "Georgios" + ] + }, + { + "id": "O-CY-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "Κωνσταντίνος" + ], + "romanized": [ + "Konstantinos" + ] + }, + { + "id": "O-CY-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "Χρήστος" + ], + "romanized": [ + "Christos" + ] + }, + { + "id": "O-CY-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "Νικόλαος" + ], + "romanized": [ + "Nikolaos" + ] + }, + { + "id": "O-CY-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "Μιχάλης" + ], + "romanized": [ + "Michalis" + ] + }, + { + "id": "O-CY-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "Παναγιώτης" + ], + "romanized": [ + "Panagiotis" + ] + }, + { + "id": "O-CY-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "Ιωάννης" + ], + "romanized": [ + "Ioannis" + ] + }, + { + "id": "O-CY-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "Μάριος" + ], + "romanized": [ + "Marios" + ] + }, + { + "id": "O-CY-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "Δημήτριος" + ], + "romanized": [ + "Dimitrios" + ] + } + ] + } + ], + "GE": [ + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "O-GE-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "მარიამი" + ], + "romanized": [ + "Mariami" + ] + }, + { + "id": "O-GE-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "ნინო" + ], + "romanized": [ + "Nino" + ] + }, + { + "id": "O-GE-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "ელენე" + ], + "romanized": [ + "Elene" + ] + }, + { + "id": "O-GE-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "ბარბარე" + ], + "romanized": [ + "Barbare" + ] + }, + { + "id": "O-GE-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "ლილე" + ], + "romanized": [ + "Lile" + ] + }, + { + "id": "O-GE-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "ანასტასია" + ], + "romanized": [ + "Anastasia" + ] + }, + { + "id": "O-GE-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "ნია" + ], + "romanized": [ + "Nia" + ] + }, + { + "id": "O-GE-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "ნუცა" + ], + "romanized": [ + "Nutsa" + ] + }, + { + "id": "O-GE-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "სესილი" + ], + "romanized": [ + "Sesili" + ] + }, + { + "id": "O-GE-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "ანა" + ], + "romanized": [ + "Ana" + ] + }, + { + "id": "O-GE-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "გაბრიელი" + ], + "romanized": [ + "Gabriel" + ] + }, + { + "id": "O-GE-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "ანდრია" + ], + "romanized": [ + "Andria" + ] + }, + { + "id": "O-GE-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "გიორგი" + ], + "romanized": [ + "Giorgi" + ] + }, + { + "id": "O-GE-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "დავითი" + ], + "romanized": [ + "Davit" + ] + }, + { + "id": "O-GE-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "ალექსანდრე" + ], + "romanized": [ + "Aleksandre" + ] + }, + { + "id": "O-GE-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "ნიკოლოზი" + ], + "romanized": [ + "Nikoloz" + ] + }, + { + "id": "O-GE-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "დემეტრე" + ], + "romanized": [ + "Demetre" + ] + }, + { + "id": "O-GE-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "ლუკა" + ], + "romanized": [ + "Luka" + ] + }, + { + "id": "O-GE-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "დანიელ" + ], + "romanized": [ + "Daniel" + ] + }, + { + "id": "O-GE-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "მათე" + ], + "romanized": [ + "Gabor" + ] + } + ] + } + ], + "GR": [ + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "O-GR-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "Μαρία" + ], + "romanized": [ + "Maria" + ] + }, + { + "id": "O-GR-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "Ελένη" + ], + "romanized": [ + "Eleni" + ] + }, + { + "id": "O-GR-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "Αικατερίνη" + ], + "romanized": [ + "Aikaterini" + ] + }, + { + "id": "O-GR-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "Βασιλική" + ], + "romanized": [ + "Vasiliki" + ] + }, + { + "id": "O-GR-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "Σοφία" + ], + "romanized": [ + "Sophia" + ] + }, + { + "id": "O-GR-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "Αγγελική" + ], + "romanized": [ + "Angeliki" + ] + }, + { + "id": "O-GR-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "Giorgia" + ], + "romanized": [ + "Georgia" + ] + }, + { + "id": "O-GR-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "Γεωργία" + ], + "romanized": [ + "Gogo" + ] + }, + { + "id": "O-GR-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "Δήμητρα" + ], + "romanized": [ + "Dimitra" + ] + }, + { + "id": "O-GR-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "Κωνσταντίνα" + ], + "romanized": [ + "Konstantina" + ] + }, + { + "id": "O-GR-1-F-11", + "rank": 11, + "gender": "F", + "localized": [ + "Παρασκευή" + ], + "romanized": [ + "Paraskevi" + ] + }, + { + "id": "O-GR-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "Γεώργιος" + ], + "romanized": [ + "Georgios" + ] + }, + { + "id": "O-GR-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "Ιωάννης" + ], + "romanized": [ + "Ioannis" + ] + }, + { + "id": "O-GR-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "Κωνσταντίνος" + ], + "romanized": [ + "Konstantinos" + ] + }, + { + "id": "O-GR-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "Δημήτριος" + ], + "romanized": [ + "Dimitrios" + ] + }, + { + "id": "O-GR-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "Νικόλαος" + ], + "romanized": [ + "Nikolaos" + ] + }, + { + "id": "O-GR-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "Παναγιώτης" + ], + "romanized": [ + "Panagiotis" + ] + }, + { + "id": "O-GR-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "Βασίλειος" + ], + "romanized": [ + "Vasileios" + ] + }, + { + "id": "O-GR-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "Χρήστος" + ], + "romanized": [ + "Christos" + ] + }, + { + "id": "O-GR-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "Αθανάσιος" + ], + "romanized": [ + "Athanasios" + ] + }, + { + "id": "O-GR-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "Μιχαήλ" + ], + "romanized": [ + "Michail" + ] + } + ] + } + ], + "KG": [ + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "O-KG-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "Салиха" + ], + "romanized": [ + "Saliha" + ] + }, + { + "id": "O-KG-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "Раяна" + ], + "romanized": [ + "Rayana" + ] + }, + { + "id": "O-KG-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "Амина" + ], + "romanized": [ + "Amina" + ] + }, + { + "id": "O-KG-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "Фатима" + ], + "romanized": [ + "Fátima" + ] + }, + { + "id": "O-KG-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "Айлин" + ], + "romanized": [ + "Aylin" + ] + }, + { + "id": "O-KG-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "Алия" + ], + "romanized": [ + "Aliya" + ] + }, + { + "id": "O-KG-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "Сафия" + ], + "romanized": [ + "Safiya" + ] + }, + { + "id": "O-KG-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "Аруузат" + ], + "romanized": [ + "Aruuzat" + ] + }, + { + "id": "O-KG-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "Хадича" + ], + "romanized": [ + "Hadicha" + ] + }, + { + "id": "O-KG-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "Арууке" + ], + "romanized": [ + "Aruuke" + ] + }, + { + "id": "O-KG-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "Мухаммад" + ], + "romanized": [ + "Muhammad" + ] + }, + { + "id": "O-KG-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "Умар" + ], + "romanized": [ + "Umar" + ] + }, + { + "id": "O-KG-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "Али" + ], + "romanized": [ + "Ali" + ] + }, + { + "id": "O-KG-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "Амир" + ], + "romanized": [ + "Amir" + ] + }, + { + "id": "O-KG-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "Билал" + ], + "romanized": [ + "Bilal" + ] + }, + { + "id": "O-KG-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "Алихан" + ], + "romanized": [ + "Alikhan" + ] + }, + { + "id": "O-KG-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "Алинур" + ], + "romanized": [ + "Alinur" + ] + }, + { + "id": "O-KG-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "Нурислам" + ], + "romanized": [ + "Nurislam" + ] + }, + { + "id": "O-KG-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "Эмир" + ], + "romanized": [ + "Emir" + ] + }, + { + "id": "O-KG-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "Усман" + ], + "romanized": [ + "Usman" + ] + } + ] + } + ], + "KR": [ + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "O-KR-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "지안" + ], + "romanized": [ + "Ji-an" + ] + }, + { + "id": "O-KR-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "하윤" + ], + "romanized": [ + "Ha-yoon" + ] + }, + { + "id": "O-KR-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "서아" + ], + "romanized": [ + "Seo-ah" + ] + }, + { + "id": "O-KR-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "하은" + ], + "romanized": [ + "Ha-eun" + ] + }, + { + "id": "O-KR-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "서윤" + ], + "romanized": [ + "Seo-yun" + ] + }, + { + "id": "O-KR-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "하린" + ], + "romanized": [ + "Ha-rin" + ] + }, + { + "id": "O-KR-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "지유" + ], + "romanized": [ + "Ji-yoo" + ] + }, + { + "id": "O-KR-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "지우" + ], + "romanized": [ + "Ji-woo" + ] + }, + { + "id": "O-KR-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "수아" + ], + "romanized": [ + "Soo-ah" + ] + }, + { + "id": "O-KR-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "지아" + ], + "romanized": [ + "Ji-a" + ] + }, + { + "id": "O-KR-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "서준" + ], + "romanized": [ + "Seo-jun" + ] + }, + { + "id": "O-KR-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "하준" + ], + "romanized": [ + "Ha-joon" + ] + }, + { + "id": "O-KR-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "도윤" + ], + "romanized": [ + "Do-yun" + ] + }, + { + "id": "O-KR-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "은우" + ], + "romanized": [ + "Eun-woo" + ] + }, + { + "id": "O-KR-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "시우" + ], + "romanized": [ + "Si-woo" + ] + }, + { + "id": "O-KR-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "지호" + ], + "romanized": [ + "Ji-ho" + ] + }, + { + "id": "O-KR-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "예준" + ], + "romanized": [ + "Ye-jun" + ] + }, + { + "id": "O-KR-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "유준" + ], + "romanized": [ + "Yu-jun" + ] + }, + { + "id": "O-KR-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "주원" + ], + "romanized": [ + "Ju-won" + ] + }, + { + "id": "O-KR-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "민준" + ], + "romanized": [ + "Min-jun" + ] + } + ] + } + ], + "KZ": [ + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "O-KZ-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "Медина" + ], + "romanized": [ + "Mädïna" + ] + }, + { + "id": "O-KZ-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "Айлин" + ], + "romanized": [ + "Aylin" + ] + }, + { + "id": "O-KZ-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "Асылым" + ], + "romanized": [ + "Asilim" + ] + }, + { + "id": "O-KZ-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "Айша" + ], + "romanized": [ + "Ayşa" + ] + }, + { + "id": "O-KZ-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "Раяна" + ], + "romanized": [ + "Rayana" + ] + }, + { + "id": "O-KZ-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "Аяла" + ], + "romanized": [ + "Ayala" + ] + }, + { + "id": "O-KZ-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "Айзере" + ], + "romanized": [ + "Ayzere" + ] + }, + { + "id": "O-KZ-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "Амина" + ], + "romanized": [ + "Amina" + ] + }, + { + "id": "O-KZ-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "Томирис" + ], + "romanized": [ + "Tomyris" + ] + }, + { + "id": "O-KZ-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "Айым" + ], + "romanized": [ + "Ayim" + ] + }, + { + "id": "O-KZ-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "Алихан" + ], + "romanized": [ + "Alikhan" + ] + }, + { + "id": "O-KZ-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "Айсұлтан" + ], + "romanized": [ + "Aisultan" + ] + }, + { + "id": "O-KZ-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "Нұрислам" + ], + "romanized": [ + "Nurislam" + ] + }, + { + "id": "O-KZ-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "Алдияр" + ], + "romanized": [ + "Aldiyar" + ] + }, + { + "id": "O-KZ-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "Амир" + ], + "romanized": [ + "Amir" + ] + }, + { + "id": "O-KZ-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "Алинұр" + ], + "romanized": [ + "Alinur" + ] + }, + { + "id": "O-KZ-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "Әли" + ], + "romanized": [ + "Ali" + ] + }, + { + "id": "O-KZ-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "Омар" + ], + "romanized": [ + "Omar" + ] + }, + { + "id": "O-KZ-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "Рамада́н" + ], + "romanized": [ + "Ramazan" + ] + }, + { + "id": "O-KZ-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "Мұхаммед" + ], + "romanized": [ + "Muhammed" + ] + } + ] + } + ], + "TW": [ + { + "region": "All", + "population": "All", + "note": "Census", + "names": [ + { + "id": "O-TW-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "淑芬" + ], + "romanized": [ + "Shu-fen" + ] + }, + { + "id": "O-TW-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "淑惠" + ], + "romanized": [ + "Shu-hui" + ] + }, + { + "id": "O-TW-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "美玲" + ], + "romanized": [ + "Mei-ling" + ] + }, + { + "id": "O-TW-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "雅婷" + ], + "romanized": [ + "Ya-ting" + ] + }, + { + "id": "O-TW-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "美惠" + ], + "romanized": [ + "Mei-hui" + ] + }, + { + "id": "O-TW-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "麗華" + ], + "romanized": [ + "Li-hua" + ] + }, + { + "id": "O-TW-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "淑娟" + ], + "romanized": [ + "Shu-chuan" + ] + }, + { + "id": "O-TW-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "淑貞" + ], + "romanized": [ + "Shu-chen" + ] + }, + { + "id": "O-TW-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "怡君" + ], + "romanized": [ + "I-chun" + ] + }, + { + "id": "O-TW-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "淑華" + ], + "romanized": [ + "Shu-hua" + ] + }, + { + "id": "O-TW-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "家豪" + ], + "romanized": [ + "Chia-hao" + ] + }, + { + "id": "O-TW-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "志明" + ], + "romanized": [ + "Chih-ming" + ] + }, + { + "id": "O-TW-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "俊傑" + ], + "romanized": [ + "Chun-chieh" + ] + }, + { + "id": "O-TW-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "建宏" + ], + "romanized": [ + "Chien-hung" + ] + }, + { + "id": "O-TW-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "俊宏" + ], + "romanized": [ + "Chun-hung" + ] + }, + { + "id": "O-TW-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "志豪" + ], + "romanized": [ + "Chih-hao" + ] + }, + { + "id": "O-TW-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "志偉" + ], + "romanized": [ + "Chih-wei" + ] + }, + { + "id": "O-TW-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "文雄" + ], + "romanized": [ + "Wen-Hsiung" + ] + }, + { + "id": "O-TW-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "金龍" + ], + "romanized": [ + "Chin-lung" + ] + }, + { + "id": "O-TW-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "志強" + ], + "romanized": [ + "Chih-chiang" + ] + } + ] + } + ], + "JP": [ + { + "region": "All", + "population": "All", + "note": null, + "names": [ + { + "id": "M-JP-1-M-1", + "rank": 1, + "gender": "M", + "localized": [ + "蒼" + ], + "romanized": [ + "Ao", + "Sō", + "Aoi" + ] + }, + { + "id": "M-JP-1-M-2", + "rank": 2, + "gender": "M", + "localized": [ + "凪" + ], + "romanized": [ + "Nagi", + "Nagisa" + ] + }, + { + "id": "M-JP-1-M-3", + "rank": 3, + "gender": "M", + "localized": [ + "蓮" + ], + "romanized": [ + "Ren" + ] + }, + { + "id": "M-JP-1-M-4", + "rank": 4, + "gender": "M", + "localized": [ + "陽翔" + ], + "romanized": [ + "Hinato", + "Haruto" + ] + }, + { + "id": "M-JP-1-M-5", + "rank": 5, + "gender": "M", + "localized": [ + "湊" + ], + "romanized": [ + "Minato" + ] + }, + { + "id": "M-JP-1-M-6", + "rank": 6, + "gender": "M", + "localized": [ + "颯真" + ], + "romanized": [ + "Sōma", + "Fūma" + ] + }, + { + "id": "M-JP-1-M-7", + "rank": 7, + "gender": "M", + "localized": [ + "碧" + ], + "romanized": [ + "Ao", + "Aoi" + ] + }, + { + "id": "M-JP-1-M-8", + "rank": 8, + "gender": "M", + "localized": [ + "樹" + ], + "romanized": [ + "Itsuki", + "Tatsuki" + ] + }, + { + "id": "M-JP-1-M-9", + "rank": 9, + "gender": "M", + "localized": [ + "大和" + ], + "romanized": [ + "Yamato" + ] + }, + { + "id": "M-JP-1-M-10", + "rank": 10, + "gender": "M", + "localized": [ + "悠真" + ], + "romanized": [ + "Yūma", + "Haruma" + ] + }, + { + "id": "M-JP-1-M-11", + "rank": 11, + "gender": "M", + "localized": [ + "暖" + ], + "romanized": [ + "Haru", + "Dan" + ] + }, + { + "id": "M-JP-1-F-1", + "rank": 1, + "gender": "F", + "localized": [ + "陽葵" + ], + "romanized": [ + "Hinata", + "Hina", + "Himari" + ] + }, + { + "id": "M-JP-1-F-2", + "rank": 2, + "gender": "F", + "localized": [ + "凛" + ], + "romanized": [ + "Rin" + ] + }, + { + "id": "M-JP-1-F-3", + "rank": 3, + "gender": "F", + "localized": [ + "詩" + ], + "romanized": [ + "Uta" + ] + }, + { + "id": "M-JP-1-F-4", + "rank": 4, + "gender": "F", + "localized": [ + "陽菜" + ], + "romanized": [ + "Hina", + "Haruna" + ] + }, + { + "id": "M-JP-1-F-5", + "rank": 5, + "gender": "F", + "localized": [ + "結菜" + ], + "romanized": [ + "Yuna", + "Yuina", + "Yūna" + ] + }, + { + "id": "M-JP-1-F-6", + "rank": 6, + "gender": "F", + "localized": [ + "杏" + ], + "romanized": [ + "An", + "Anzu" + ] + }, + { + "id": "M-JP-1-F-7", + "rank": 7, + "gender": "F", + "localized": [ + "澪" + ], + "romanized": [ + "Mio", + "Rei" + ] + }, + { + "id": "M-JP-1-F-8", + "rank": 8, + "gender": "F", + "localized": [ + "結愛" + ], + "romanized": [ + "Yua" + ] + }, + { + "id": "M-JP-1-F-9", + "rank": 9, + "gender": "F", + "localized": [ + "芽依" + ], + "romanized": [ + "Mei" + ] + }, + { + "id": "M-JP-1-F-10", + "rank": 10, + "gender": "F", + "localized": [ + "莉子" + ], + "romanized": [ + "Riko" + ] + }, + { + "id": "M-JP-1-F-11", + "rank": 11, + "gender": "F", + "localized": [ + "さくら" + ], + "romanized": [ + "Sakura" + ] + }, + { + "id": "M-JP-1-F-12", + "rank": 12, + "gender": "F", + "localized": [ + "咲茉" + ], + "romanized": [ + "Ema" + ] + } + ] + } + ] +} diff --git a/tooling/pipeline/includes/biergarten_pipeline_orchestrator.h b/tooling/pipeline/includes/biergarten_pipeline_orchestrator.h index 514d843..4c97395 100644 --- a/tooling/pipeline/includes/biergarten_pipeline_orchestrator.h +++ b/tooling/pipeline/includes/biergarten_pipeline_orchestrator.h @@ -91,6 +91,18 @@ class BiergartenPipelineOrchestrator { */ void GenerateBreweries(std::span cities); + /** + * @brief Generate users grounded in sampled names and personas for + * enriched cities. + * + * Loads personas.json / forenames-by-country.json / surnames-by-country.json + * itself, mirroring how QueryCitiesWithCountries() owns its own + * locations.json load. + * + * @param cities Span of enriched city data. + */ + void GenerateUsers(std::span cities); + /** * @brief Log the generated brewery results. */ @@ -98,5 +110,8 @@ class BiergartenPipelineOrchestrator { /// @brief Stores generated brewery data. std::vector generated_breweries_; + + /// @brief Stores generated user data. + std::vector generated_users_; }; #endif // BIERGARTEN_PIPELINE_INCLUDES_BIERGARTEN_DATA_GENERATOR_H_ diff --git a/tooling/pipeline/includes/data_generation/data_generator.h b/tooling/pipeline/includes/data_generation/data_generator.h index d7541b5..78e0837 100644 --- a/tooling/pipeline/includes/data_generation/data_generator.h +++ b/tooling/pipeline/includes/data_generation/data_generator.h @@ -28,12 +28,16 @@ class DataGenerator { const std::string& region_context) = 0; /** - * @brief Generates a user profile for a locale. + * @brief Generates a user profile grounded in a sampled name and persona. * - * @param locale Locale hint used by generator. + * @param city Enriched city the user is associated with. + * @param persona Persona archetype grounding the generated bio. + * @param name Sampled first/last name (and gender) -- not LLM-invented. * @return User generation result. */ - virtual UserResult GenerateUser(const std::string& locale) = 0; + virtual UserResult GenerateUser(const EnrichedCity& city, + const UserPersona& persona, + const Name& name) = 0; }; #endif // BIERGARTEN_PIPELINE_INCLUDES_DATA_GENERATION_DATA_GENERATOR_H_ diff --git a/tooling/pipeline/includes/data_generation/llama_generator.h b/tooling/pipeline/includes/data_generation/llama_generator.h index ef33b0c..a8e9159 100644 --- a/tooling/pipeline/includes/data_generation/llama_generator.h +++ b/tooling/pipeline/includes/data_generation/llama_generator.h @@ -65,12 +65,15 @@ class LlamaGenerator final : public DataGenerator { const std::string& region_context) override; /** - * @brief Generates a user profile for the provided locale. + * @brief Generates a user profile grounded in a sampled name and persona. * - * @param locale Locale hint. + * @param city Enriched city the user is associated with. + * @param persona Persona archetype grounding the generated bio. + * @param name Sampled first/last name -- not LLM-invented. * @return Generated user profile. */ - UserResult GenerateUser(const std::string& locale) override; + UserResult GenerateUser(const EnrichedCity& city, const UserPersona& persona, + const Name& name) override; private: static constexpr int32_t kDefaultMaxTokens = 10000; diff --git a/tooling/pipeline/includes/data_generation/llama_generator_helpers.h b/tooling/pipeline/includes/data_generation/llama_generator_helpers.h index e109568..6363cb4 100644 --- a/tooling/pipeline/includes/data_generation/llama_generator_helpers.h +++ b/tooling/pipeline/includes/data_generation/llama_generator_helpers.h @@ -47,4 +47,18 @@ void AppendTokenPiece(const llama_vocab* vocab, llama_token token, std::optional ValidateBreweryJson(const std::string& raw, BreweryResult& brewery_out); +/** + * @brief Validates and parses user JSON output. + * + * Only populates `username`, `bio`, and `activity_weight` -- `first_name` + * and `last_name` are not LLM-authored and are set separately from the + * sampled Name. + * + * @param raw Raw model output. + * @param user_out Parsed user payload. + * @return Validation error message if invalid, or std::nullopt on success. + */ +std::optional ValidateUserJson(const std::string& raw, + UserResult& user_out); + #endif // BIERGARTEN_PIPELINE_INCLUDES_DATA_GENERATION_LLAMA_GENERATOR_HELPERS_H_ diff --git a/tooling/pipeline/includes/data_generation/mock_generator.h b/tooling/pipeline/includes/data_generation/mock_generator.h index 5924164..ceb5f38 100644 --- a/tooling/pipeline/includes/data_generation/mock_generator.h +++ b/tooling/pipeline/includes/data_generation/mock_generator.h @@ -28,12 +28,16 @@ class MockGenerator final : public DataGenerator { const std::string& region_context) override; /** - * @brief Generates deterministic user data for a locale. + * @brief Generates deterministic user data grounded in a sampled name and + * persona. * - * @param locale Locale hint. + * @param city Enriched city the user is associated with. + * @param persona Persona archetype. + * @param name Sampled first/last name. Unused for mock generation. * @return Generated user result. */ - UserResult GenerateUser(const std::string& locale) override; + UserResult GenerateUser(const EnrichedCity& city, const UserPersona& persona, + const Name& name) override; private: /** @@ -44,12 +48,26 @@ class MockGenerator final : public DataGenerator { */ static size_t DeterministicHash(const Location& location); + /** + * @brief Combines city, persona, and name into a stable hash value. + * + * @param location City and country names. + * @param persona Persona archetype. + * @param name Sampled first/last name. + * @return Deterministic hash value. + */ + static size_t DeterministicHash(const Location& location, + const UserPersona& persona, + const Name& name); + // Hash stride constants for deterministic distribution across fixed-size // arrays. These coprime strides spread hash values uniformly without // clustering, ensuring diverse output across different hash inputs. static constexpr size_t kNounHashStride = 7; static constexpr size_t kDescriptionHashStride = 13; static constexpr size_t kBioHashStride = 11; + static constexpr size_t kActivityWeightHashStride = 17; + static constexpr size_t kActivityWeightHashRange = 1000; static constexpr std::array kBreweryAdjectives = { "Craft", "Heritage", "Local", "Artisan", "Pioneer", "Golden", diff --git a/tooling/pipeline/includes/data_model/generated_models.h b/tooling/pipeline/includes/data_model/generated_models.h index 40ec100..b2f469d 100644 --- a/tooling/pipeline/includes/data_model/generated_models.h +++ b/tooling/pipeline/includes/data_model/generated_models.h @@ -36,11 +36,27 @@ struct BreweryResult { * @brief Generated user profile payload. */ struct UserResult { + /// @brief First (given) name, copied from the sampled Name -- not + /// LLM-invented. + std::string first_name{}; + + /// @brief Last (family) name, copied from the sampled Name -- not + /// LLM-invented. + std::string last_name{}; + + /// @brief Gender associated with the sampled first name, copied from the + /// sampled Name -- not LLM-invented. + std::string gender{}; + /// @brief Username handle. std::string username{}; /// @brief Short user biography. std::string bio{}; + + /// @brief Relative check-in/activity weight for this user, used to drive + /// a J-curve activity profile in later pipeline phases. + float activity_weight{}; }; // ============================================================================ @@ -63,4 +79,19 @@ struct GeneratedBrewery { BreweryResult brewery; }; +/** + * @brief Helper struct to store generated user data. + * + * `email`, `date_of_birth`, and `password` are programmatically generated by + * the orchestrator (never LLM-authored) so a downstream auth-account seeding + * consumer can register real accounts from the pipeline's SQLite export. + */ +struct GeneratedUser { + Location location; + UserResult user; + std::string email{}; + std::string date_of_birth{}; + std::string password{}; +}; + #endif // BIERGARTEN_PIPELINE_INCLUDES_DATA_MODEL_GENERATED_MODELS_H_ diff --git a/tooling/pipeline/includes/data_model/models.h b/tooling/pipeline/includes/data_model/models.h index 40c0d62..7a0d4d5 100644 --- a/tooling/pipeline/includes/data_model/models.h +++ b/tooling/pipeline/includes/data_model/models.h @@ -64,6 +64,53 @@ struct BreweryLocation { std::string_view country_name; }; +// ============================================================================ +// Name / Persona Models +// ============================================================================ + +/** + * @brief A sampled first/last name pair, with the source forename's gender. + * + * Produced by NamesByCountry::SampleName(); + */ +struct Name { + /// @brief First (given) name. + std::string first_name{}; + + /// @brief Last (family) name. + std::string last_name{}; + + /// @brief Gender associated with the sampled forename (e.g. "M", "F"), as + /// reported by the source dataset. + std::string gender{}; +}; + +/** + * @brief A single forename entry from the names-by-country fixture data. + */ +struct ForenameEntry { + /// @brief Romanized forename. + std::string name{}; + + /// @brief Gender associated with this forename, as reported by the source + /// dataset (e.g. "M", "F"). + std::string gender{}; +}; + +/** + * @brief A persona archetype used to ground LLM-generated user bios. + */ +struct UserPersona { + /// @brief Persona display name (e.g. "Hophead Explorer"). + std::string name{}; + + /// @brief Short description of the persona's interests and voice. + std::string description{}; + + /// @brief Beer styles this persona gravitates toward. + std::vector style_affinities{}; +}; + // ============================================================================ // Configuration Models // ============================================================================ diff --git a/tooling/pipeline/includes/data_model/names_by_country.h b/tooling/pipeline/includes/data_model/names_by_country.h new file mode 100644 index 0000000..8602b24 --- /dev/null +++ b/tooling/pipeline/includes/data_model/names_by_country.h @@ -0,0 +1,52 @@ +#ifndef BIERGARTEN_PIPELINE_INCLUDES_DATA_MODEL_NAMES_BY_COUNTRY_H_ +#define BIERGARTEN_PIPELINE_INCLUDES_DATA_MODEL_NAMES_BY_COUNTRY_H_ + +/** + * @file data_model/names_by_country.h + * @brief Sampling over the names-by-country fixture data. + */ + +#include +#include +#include +#include +#include + +#include "data_model/models.h" + +/** + * @brief Samples locale-appropriate names from curated forename/surname + * fixture data, keyed by ISO 3166-1 country code. + * + * Forenames and surnames are kept in separate maps (mirroring the source + * dataset's own shape) so per-forename gender is preserved; pairing happens + * at sample time rather than being precomputed, so no information from the + * source dataset is discarded up front. + */ +class NamesByCountry { + public: + NamesByCountry( + std::unordered_map> + forenames_by_country, + std::unordered_map> + surnames_by_country); + + /** + * @brief Samples a first/last name pair for the given country. + * + * @param iso3166_1 ISO 3166-1 country code to sample for. + * @param rng Random source used for sampling. + * @return A sampled Name, or std::nullopt if the country has no forename + * or no surname entries. + */ + [[nodiscard]] std::optional SampleName(const std::string& iso3166_1, + std::mt19937& rng) const; + + private: + std::unordered_map> + forenames_by_country_; + std::unordered_map> + surnames_by_country_; +}; + +#endif // BIERGARTEN_PIPELINE_INCLUDES_DATA_MODEL_NAMES_BY_COUNTRY_H_ diff --git a/tooling/pipeline/includes/json_handling/json_loader.h b/tooling/pipeline/includes/json_handling/json_loader.h index 3fc9bba..0354660 100644 --- a/tooling/pipeline/includes/json_handling/json_loader.h +++ b/tooling/pipeline/includes/json_handling/json_loader.h @@ -11,6 +11,7 @@ #include #include "data_model/models.h" +#include "data_model/names_by_country.h" #include "services/logging/logger.h" /// @brief Loads curated world locations from a JSON file into memory. @@ -20,6 +21,23 @@ class JsonLoader { static std::vector LoadLocations( const std::filesystem::path& filepath, std::shared_ptr logger = nullptr); + + /// @brief Parses a JSON array file and returns all persona records. + static std::vector LoadPersonas( + const std::filesystem::path& filepath, + std::shared_ptr logger = nullptr); + + /** + * @brief Parses the names-by-country fixture pair into a sampling-capable + * NamesByCountry. + * + * @param forenames_filepath Path to forenames-by-country.json. + * @param surnames_filepath Path to surnames-by-country.json. + */ + static NamesByCountry LoadNamesByCountry( + const std::filesystem::path& forenames_filepath, + const std::filesystem::path& surnames_filepath, + std::shared_ptr logger = nullptr); }; #endif // BIERGARTEN_PIPELINE_INCLUDES_JSON_HANDLING_JSON_LOADER_H_ diff --git a/tooling/pipeline/personas.json b/tooling/pipeline/personas.json new file mode 100644 index 0000000..92215f0 --- /dev/null +++ b/tooling/pipeline/personas.json @@ -0,0 +1,42 @@ +[ + { + "name": "Hophead Explorer", + "description": "Chases the newest hop varieties and double-digit IBUs, tracking hazy releases and limited tap takeovers across town.", + "style_affinities": ["American IPA", "Double IPA", "New England IPA", "Black IPA"] + }, + { + "name": "Malt & Tradition Loyalist", + "description": "Prefers clean, balanced lagers brewed the way their region has brewed them for generations, and is quick to defend a well-made Helles.", + "style_affinities": ["Munich Helles", "Vienna Lager", "Märzen", "Festbier"] + }, + { + "name": "Dark & Roasty Devotee", + "description": "Orders the darkest beer on the board year-round, drawn to roasted malt, coffee, and chocolate notes over carbonated lightness.", + "style_affinities": ["Imperial Stout", "Robust Porter", "Baltic Porter", "Oatmeal Stout"] + }, + { + "name": "Sour & Wild Forager", + "description": "Seeks out barrel-aged, spontaneously fermented, and funky beers, and will travel for a fresh bottling of something wild.", + "style_affinities": ["Lambic", "Gueuze", "Flanders Red Ale", "Wild Ale"] + }, + { + "name": "Session Sipper", + "description": "Values an easy-drinking pint that holds up over a long afternoon at the taproom more than raw intensity or novelty.", + "style_affinities": ["Session IPA", "Ordinary Bitter", "Cream Ale", "Blonde Ale"] + }, + { + "name": "Belgian Abbey Pilgrim", + "description": "Collects abbey and trappist releases, drawn to the dried-fruit esters and warming strength of classic Belgian ales.", + "style_affinities": ["Belgian Tripel", "Belgian Dubbel", "Belgian Quadrupel", "Trappist Single"] + }, + { + "name": "Wheat & Citrus Casual", + "description": "Reaches for something light, cloudy, and refreshing, usually with a citrus or coriander note, especially on a patio in summer.", + "style_affinities": ["Hefeweizen", "Witbier", "American Wheat Beer", "Berliner Weisse"] + }, + { + "name": "Big & Boozy Connoisseur", + "description": "Sips slowly from a snifter, seeking out high-ABV releases meant for aging and savoring rather than quick refreshment.", + "style_affinities": ["English Barleywine", "Wee Heavy", "Doppelbock", "Old Ale"] + } +] diff --git a/tooling/pipeline/prompts/USER_GENERATION.md b/tooling/pipeline/prompts/USER_GENERATION.md new file mode 100644 index 0000000..ac031cb --- /dev/null +++ b/tooling/pipeline/prompts/USER_GENERATION.md @@ -0,0 +1,122 @@ +# FULL SYSTEM PROMPT + +You are a craft beer community profile writer. You write short, first-person +biographies for fictional users of a brewery-discovery app, grounded in the +exact name, locale, and persona provided. You do not invent the user's name -- +it is given to you and must not be altered, translated, or abbreviated beyond +forming a username. + +You will receive the inputs like this: + +## NAME: + +[First name] [Last name] + +## GENDER: + +[Gender associated with the given first name] + +## CITY: + +[City Name] + +## COUNTRY: + +[Country Name] + +## PERSONA: + +[Persona archetype name] + +## PERSONA DESCRIPTION: + +[What this persona cares about and how they talk about beer] + +## STYLE AFFINITIES: + +[Comma-separated beer styles this persona favors] + +## CRITICAL OUTPUT FORMAT (READ CAREFULLY): + +ABSOLUTELY NO MARKDOWN FORMATTING. Do NOT wrap your response in json or ``` +blocks. + +Do not add markdown, code fences, or postscript around the final JSON object. +Do not say "Here is the JSON" or "Enjoy!". + +The JSON must contain exactly three keys ("username", "bio", +"activity_weight") in that order. Do not rename or add any other keys. + +ESCAPE ALL QUOTES inside the bio field using \", or use single quotes (' ') +instead. + +DO NOT use actual line breaks (\n) inside any string. Keep the bio as one +continuous string. + +The bio must be between 25 and 60 words, written in first person, and must +read as something this specific person would write about themselves -- not a +generic profile blurb. + +`activity_weight` is a number between 0 and 1 (inclusive) representing how +often this persona checks in at breweries relative to other users. Persona +archetypes implying frequent, habitual brewery visits should skew higher; +casual or occasional-visitor personas should skew lower. Do not default to +0.5 -- vary it meaningfully based on the persona description. + +Expected JSON format: + +```json +{ + "username": "a handle derived from the given name", + "bio": "The first-person bio goes here.", + "activity_weight": 0.62 +} +``` + +## CONTENT RULES AND CONSTRAINTS: + +### THE USERNAME: + +Derive the username from the given first and/or last name (e.g. lowercase, +abbreviated, or combined with a short word or number tied to the persona's +style affinities). Do not invent an unrelated handle. Do not include spaces. + +### THE BIO: + +Ground the bio in the supplied persona description and style affinities -- +mention at least one specific beer style from the style affinities list, in a +way that sounds like a personal preference rather than a list. Reference the +city or country naturally if it fits, but do not force it. + +### VOICE & PERSPECTIVE: + +Write in the first person ("I"/"my"). The tone should match the persona: +an enthusiastic explorer sounds different from a relaxed, easy-drinking +regular. Do not write in second or third person. + +### THE BLOCKLIST (FORBIDDEN CONCEPTS): + +You absolutely cannot use the following words and phrases. Make sure your +final output doesn't have any of these: + +- "hidden gem" +- "passion" +- "authentic" +- "craft beer enthusiast" +- "beer connoisseur" +- "journey" + +#### FORBIDDEN WRITING PATTERNS + +The following patterns are common AI writing pitfalls and must not appear in +the bio: + +- Negative parallelism constructions: "It's not X, it's Y" +- Inflated significance phrases: "stands as a testament," "plays a vital + role," "deeply rooted" +- Superficial trailing analyses: sentences ending in -ing words that add + opinion without content +- Promotional travel-copy tone: "breathtaking," "must-visit," "vibrant" +- Overused conjunctive transitions used as sentence openers: "Moreover," + "Furthermore," "In addition" +- Rule of three: do not consistently organise ideas or examples in triplets diff --git a/tooling/pipeline/src/biergarten_pipeline_orchestrator/generate_users.cc b/tooling/pipeline/src/biergarten_pipeline_orchestrator/generate_users.cc new file mode 100644 index 0000000..e6c75fa --- /dev/null +++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/generate_users.cc @@ -0,0 +1,160 @@ +/** + * @file biergarten_pipeline_orchestrator/generate_users.cc + * @brief BiergartenDataGenerator::GenerateUsers() implementation. + */ + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "biergarten_pipeline_orchestrator.h" +#include "json_handling/json_loader.h" +#include "services/logging/logger.h" + +namespace { + +std::string Sanitize(std::string_view value) { + std::string out; + out.reserve(value.size()); + for (const char character : value) { + if (std::isalnum(static_cast(character)) != 0) { + out.push_back( + static_cast(std::tolower(static_cast(character)))); + } + } + return out; +} + +std::string BuildEmail(const Name& name, + std::unordered_set& used_local_parts) { + const std::string base = + std::format("{}.{}", Sanitize(name.first_name), Sanitize(name.last_name)); + + std::string local_part = base; + for (int suffix = 1; used_local_parts.contains(local_part); ++suffix) { + local_part = std::format("{}{}", base, suffix); + } + used_local_parts.insert(local_part); + + return std::format("{}@thebiergarten.app", local_part); +} + +std::string GenerateDateOfBirth(std::mt19937& rng) { + using namespace std::chrono; + + constexpr int kMinAge = 19; + constexpr int kMaxAge = 48; + constexpr int kMaxDayOffset = 364; + + std::uniform_int_distribution age_dist(kMinAge, kMaxAge); + std::uniform_int_distribution day_offset_dist(0, kMaxDayOffset); + + const year_month_day today{floor(system_clock::now())}; + const year_month_day birth_year_anchor{today.year() - years{age_dist(rng)}, + today.month(), today.day()}; + const sys_days birth_date = + sys_days{birth_year_anchor} - days{day_offset_dist(rng)}; + const year_month_day birth_ymd{birth_date}; + + return std::format("{:04}-{:02}-{:02}", + static_cast(birth_ymd.year()), + static_cast(birth_ymd.month()), + static_cast(birth_ymd.day())); +} + +std::string GenerateRandomPassword(std::mt19937& rng) { + constexpr size_t kPasswordLength = 32; + constexpr std::string_view kCharset = + "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789!@#$%^&*"; + + std::uniform_int_distribution char_dist(0, kCharset.size() - 1); + + std::string password; + password.reserve(kPasswordLength); + for (size_t i = 0; i < kPasswordLength; ++i) { + password.push_back(kCharset[char_dist(rng)]); + } + return password; +} + +} // namespace + +void BiergartenPipelineOrchestrator::GenerateUsers( + std::span cities) { + logger_->Log({.level = LogLevel::Info, + .phase = PipelinePhase::UserGeneration, + .message = "=== SAMPLE USER GENERATION ==="}); + + const std::vector personas = + JsonLoader::LoadPersonas("personas.json", logger_); + if (personas.empty()) { + throw std::runtime_error( + "No personas available in personas.json for user generation"); + } + + const NamesByCountry names_by_country = JsonLoader::LoadNamesByCountry( + "forenames-by-country.json", "surnames-by-country.json", logger_); + + std::mt19937 rng(std::random_device{}()); + std::uniform_int_distribution persona_dist(0, personas.size() - 1); + + generated_users_.clear(); + std::unordered_set used_email_local_parts; + size_t skipped_count = 0; + + for (const auto& city : cities) { + const std::optional sampled_name = + names_by_country.SampleName(city.location.iso3166_1, rng); + + if (!sampled_name.has_value()) { + ++skipped_count; + logger_->Log( + {.level = LogLevel::Warn, + .phase = PipelinePhase::UserGeneration, + .message = std::format( + "[Pipeline] Skipping city '{}' ({}): no names available for " + "country '{}'", + city.location.city, city.location.country, + city.location.iso3166_1)}); + continue; + } + + const UserPersona& persona = personas[persona_dist(rng)]; + + try { + const UserResult user = + generator_->GenerateUser(city, persona, *sampled_name); + + generated_users_.push_back(GeneratedUser{ + .location = city.location, + .user = user, + .email = BuildEmail(*sampled_name, used_email_local_parts), + .date_of_birth = GenerateDateOfBirth(rng), + .password = GenerateRandomPassword(rng), + }); + } catch (const std::exception& e) { + ++skipped_count; + logger_->Log( + {.level = LogLevel::Warn, + .phase = PipelinePhase::UserGeneration, + .message = std::format( + "[Pipeline] Skipping city '{}' ({}): user generation failed: {}", + city.location.city, city.location.country, e.what())}); + } + } + + if (skipped_count > 0) { + logger_->Log( + {.level = LogLevel::Warn, + .phase = PipelinePhase::UserGeneration, + .message = std::format( + "[Pipeline] Skipped {} city/cities during user generation", + skipped_count)}); + } +} diff --git a/tooling/pipeline/src/biergarten_pipeline_orchestrator/log_results.cc b/tooling/pipeline/src/biergarten_pipeline_orchestrator/log_results.cc index 21db335..8da41c1 100644 --- a/tooling/pipeline/src/biergarten_pipeline_orchestrator/log_results.cc +++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/log_results.cc @@ -10,11 +10,12 @@ #include "../../includes/json_handling/pretty_print.h" #include "biergarten_pipeline_orchestrator.h" #include "services/logging/logger.h" + void BiergartenPipelineOrchestrator::LogResults() const { - boost::json::array output; + boost::json::array brewery_output; for (const auto& [location, brewery] : generated_breweries_) { - output.push_back(boost::json::object{ + brewery_output.push_back(boost::json::object{ {"name_en", brewery.name_en}, {"description_en", brewery.description_en}, {"name_local", brewery.name_local}, @@ -29,9 +30,31 @@ void BiergartenPipelineOrchestrator::LogResults() const { }}}); } - std::ostringstream oss; - PrettyPrint(oss, output); + std::ostringstream brewery_oss; + PrettyPrint(brewery_oss, brewery_output); logger_->Log({.level = LogLevel::Info, .phase = PipelinePhase::Teardown, - .message = oss.str()}); + .message = brewery_oss.str()}); + + boost::json::array user_output; + + + for (const auto& generated_user : generated_users_) { + user_output.push_back(boost::json::object{ + {"first_name", generated_user.user.first_name}, + {"last_name", generated_user.user.last_name}, + {"gender", generated_user.user.gender}, + {"username", generated_user.user.username}, + {"bio", generated_user.user.bio}, + {"activity_weight", generated_user.user.activity_weight}, + {"email", generated_user.email}, + {"date_of_birth", generated_user.date_of_birth}, + }); + } + + std::ostringstream user_oss; + PrettyPrint(user_oss, user_output); + logger_->Log({.level = LogLevel::Info, + .phase = PipelinePhase::Teardown, + .message = user_oss.str()}); } diff --git a/tooling/pipeline/src/biergarten_pipeline_orchestrator/run.cc b/tooling/pipeline/src/biergarten_pipeline_orchestrator/run.cc index c98805f..344d941 100644 --- a/tooling/pipeline/src/biergarten_pipeline_orchestrator/run.cc +++ b/tooling/pipeline/src/biergarten_pipeline_orchestrator/run.cc @@ -48,6 +48,7 @@ bool BiergartenPipelineOrchestrator::Run() { skipped_count)}); } + this->GenerateUsers(enriched); this->GenerateBreweries(enriched); exporter_->Finalize(); this->LogResults(); diff --git a/tooling/pipeline/src/data_generation/llama/generate_user.cc b/tooling/pipeline/src/data_generation/llama/generate_user.cc index 8afc776..14131d3 100644 --- a/tooling/pipeline/src/data_generation/llama/generate_user.cc +++ b/tooling/pipeline/src/data_generation/llama/generate_user.cc @@ -1,24 +1,121 @@ /** * @file data_generation/llama/generate_user.cc - * @brief Generates locale-aware user profiles with strict two-line formatting, - * retry handling, and output sanitization for downstream parsing. + * @brief Builds persona/name-grounded user prompts, performs retry-based + * inference, and validates structured JSON output for user records. */ - #include +#include +#include #include +#include #include "data_generation/llama_generator.h" #include "data_generation/llama_generator_helpers.h" -// TODO: Implement locale-aware user profile generation. -// Current implementation returns a hardcoded test value and ignores the -// locale parameter. Future implementation should: -// 1. Load a USER_GENERATION.md prompt template with locale context -// 2. Perform LLM inference with locale-specific username/bio generation -// 3. Parse and validate JSON output with retry handling (similar to brewery) -// 4. Return locale-aware username and biography -UserResult LlamaGenerator::GenerateUser(const std::string& locale) { - return {.username = "test_user", - .bio = std::format("This is a test user profile from {}.", locale)}; +// GBNF grammar for structured user JSON output. +static constexpr std::string_view kUserJsonGrammar = R"json_user( +root ::= thought-block "{" ws "\"username\"" ws ":" ws string ws "," ws "\"bio\"" ws ":" ws string ws "," ws "\"activity_weight\"" ws ":" ws number ws "}" ws +thought-block ::= [^{]* +ws ::= [ \t\n\r]* +string ::= "\"" char+ "\"" +char ::= [^"\\\x7F\x00-\x1F] | [\\] escape +escape ::= ["\\/bfnrt] | "u" hex hex hex hex +hex ::= [0-9a-fA-F] +number ::= "-"? ("0" | [1-9] [0-9]*) ("." [0-9]+)? +)json_user"; + +static constexpr int kUserInitialMaxTokens = 1200; + +UserResult LlamaGenerator::GenerateUser(const EnrichedCity& city, + const UserPersona& persona, + const Name& name) { + std::string style_affinities; + for (const std::string& style : persona.style_affinities) { + if (!style_affinities.empty()) { + style_affinities += ", "; + } + style_affinities += style; + } + + const std::string system_prompt = prompt_directory_->Load("USER_GENERATION"); + + std::string user_prompt = std::format( + "## NAME:\n{} {}\n\n## GENDER:\n{}\n\n## CITY:\n{}\n\n## COUNTRY:\n{}\n\n" + "## PERSONA:\n{}\n\n## PERSONA DESCRIPTION:\n{}\n\n## STYLE " + "AFFINITIES:\n{}", + name.first_name, name.last_name, name.gender, city.location.city, + city.location.country, persona.name, persona.description, + style_affinities); + + const std::string retry_context = + std::format("Name: {} {}\nCity: {}, {}\nPersona: {}", name.first_name, + name.last_name, city.location.city, city.location.country, + persona.name); + + constexpr int max_attempts = 3; + std::string raw; + std::string last_error; + int max_tokens = kUserInitialMaxTokens; + + for (int attempt = 0; attempt < max_attempts; ++attempt) { + raw = this->Infer(system_prompt, user_prompt, max_tokens, + kUserJsonGrammar); + if (logger_) { + logger_->Log( + {.level = LogLevel::Debug, + .phase = PipelinePhase::UserGeneration, + .message = std::format("LlamaGenerator: raw output (attempt {}): {}", + attempt + 1, raw)}); + } + + UserResult user; + const std::optional validation_error = + ValidateUserJson(raw, user); + + if (!validation_error.has_value()) { + if (logger_) { + logger_->Log( + {.level = LogLevel::Info, + .phase = PipelinePhase::UserGeneration, + .message = std::format("LlamaGenerator: successfully generated user data on attempt {}", + attempt + 1)}); + } + + user.first_name = name.first_name; + user.last_name = name.last_name; + user.gender = name.gender; + return user; + } + + last_error = *validation_error; + if (logger_) { + logger_->Log( + {.level = LogLevel::Warn, + .phase = PipelinePhase::UserGeneration, + .message = + std::format("LlamaGenerator: malformed user JSON (attempt {}): {}", + attempt + 1, *validation_error)}); + } + + user_prompt = std::format( + "Your previous response was invalid. Error: {}\nReturn the thought " + "process before the JSON if needed, then return ONLY valid JSON with " + "exactly these keys, in this exact order: {{\"username\": \"\", \"bio\": \"\", \"activity_weight\": }}.\nDo not include markdown, comments, extra keys, or " + "literal placeholder values.\n\n{}", + *validation_error, retry_context); + } + + if (logger_) { + logger_->Log( + {.level = LogLevel::Error, + .phase = PipelinePhase::UserGeneration, + .message = std::format( + "LlamaGenerator: malformed user response after {} attempts: {}", + max_attempts, last_error.empty() ? raw : last_error)}); + } + throw std::runtime_error("LlamaGenerator: malformed user response"); } diff --git a/tooling/pipeline/src/data_generation/llama/helpers.cc b/tooling/pipeline/src/data_generation/llama/helpers.cc index d8b2715..0c61edb 100644 --- a/tooling/pipeline/src/data_generation/llama/helpers.cc +++ b/tooling/pipeline/src/data_generation/llama/helpers.cc @@ -91,6 +91,22 @@ bool HasSchemaPlaceholder(const std::array& values) { return false; } + +bool HasSchemaPlaceholder(const std::array& values) { + for (const std::string* value : values) { + std::string lowered = *value; + std::ranges::transform(lowered, lowered.begin(), + [](const unsigned char character) { + return static_cast(std::tolower(character)); + }); + + if (lowered == "string") { + return true; + } + } + + return false; +} } // namespace /** @@ -207,3 +223,58 @@ std::optional ValidateBreweryJson(const std::string& raw, return std::nullopt; } + +std::optional ValidateUserJson(const std::string& raw, + UserResult& user_out) { + boost::system::error_code error_code; + const std::string_view raw_view(raw); + const size_t opening_brace = raw_view.find('{'); + if (opening_brace == std::string_view::npos) { + return "JSON parse error: missing opening brace '{'"; + } + + const std::string_view json_payload = raw_view.substr(opening_brace); + boost::json::value json_value = boost::json::parse(json_payload, error_code); + if (error_code) { + return "JSON parse error: " + error_code.message(); + } + + if (!json_value.is_object()) { + return "JSON root must be an object"; + } + + const auto& obj = json_value.get_object(); + if (obj.size() != 3) { + return "JSON object must contain exactly three keys"; + } + + std::string validation_error; + if (!ReadRequiredTrimmedStringField(obj, "username", user_out.username, + &validation_error)) { + return validation_error; + } + + if (!ReadRequiredTrimmedStringField(obj, "bio", user_out.bio, + &validation_error)) { + return validation_error; + } + + const boost::json::value* activity_weight_field = + obj.if_contains("activity_weight"); + if (activity_weight_field == nullptr || !activity_weight_field->is_number()) { + return "Missing or invalid numeric field: activity_weight"; + } + + const double activity_weight = activity_weight_field->to_number(); + if (activity_weight < 0.0 || activity_weight > 1.0) { + return "activity_weight must be between 0 and 1"; + } + user_out.activity_weight = static_cast(activity_weight); + + const std::array schema_placeholders = {&user_out.username, &user_out.bio}; + if (HasSchemaPlaceholder(schema_placeholders)) { + return "JSON appears to be a schema placeholder, not content"; + } + + return std::nullopt; +} diff --git a/tooling/pipeline/src/data_generation/mock/deterministic_hash.cc b/tooling/pipeline/src/data_generation/mock/deterministic_hash.cc index d66a7c3..06d46b7 100644 --- a/tooling/pipeline/src/data_generation/mock/deterministic_hash.cc +++ b/tooling/pipeline/src/data_generation/mock/deterministic_hash.cc @@ -14,3 +14,13 @@ size_t MockGenerator::DeterministicHash(const Location& location) { boost::hash_combine(seed, location.country); return seed; } + +size_t MockGenerator::DeterministicHash(const Location& location, + const UserPersona& persona, + const Name& name) { + size_t seed = DeterministicHash(location); + boost::hash_combine(seed, persona.name); + boost::hash_combine(seed, name.first_name); + boost::hash_combine(seed, name.last_name); + return seed; +} diff --git a/tooling/pipeline/src/data_generation/mock/generate_user.cc b/tooling/pipeline/src/data_generation/mock/generate_user.cc index 38257fb..3a66047 100644 --- a/tooling/pipeline/src/data_generation/mock/generate_user.cc +++ b/tooling/pipeline/src/data_generation/mock/generate_user.cc @@ -1,22 +1,31 @@ /** * @file data_generation/mock/generate_user.cc - * @brief Generates deterministic mock user profiles by hashing locale values - * into predefined username and bio collections. + * @brief Generates deterministic mock user profiles by hashing city, persona, + * and sampled name into predefined username and bio collections. */ -#include -#include #include #include "data_generation/mock_generator.h" -UserResult MockGenerator::GenerateUser(const std::string& locale) { - const size_t hash = std::hash{}(locale); +UserResult MockGenerator::GenerateUser(const EnrichedCity& city, + const UserPersona& persona, + const Name& name) { + const size_t hash = DeterministicHash(city.location, persona, name); - UserResult result; const std::string_view username = kUsernames[hash % kUsernames.size()]; const std::string_view bio = kBios[hash / kBioHashStride % kBios.size()]; - result.username = username; - result.bio = bio; - return result; + const float activity_weight = + static_cast(hash / kActivityWeightHashStride % + kActivityWeightHashRange) / + static_cast(kActivityWeightHashRange); + + return { + .first_name = name.first_name, + .last_name = name.last_name, + .gender = name.gender, + .username = std::string(username), + .bio = std::string(bio), + .activity_weight = activity_weight, + }; } diff --git a/tooling/pipeline/src/data_model/names_by_country.cc b/tooling/pipeline/src/data_model/names_by_country.cc new file mode 100644 index 0000000..edd7672 --- /dev/null +++ b/tooling/pipeline/src/data_model/names_by_country.cc @@ -0,0 +1,41 @@ +/** + * @file data_model/names_by_country.cc + * @brief NamesByCountry::SampleName() implementation. + */ + +#include "data_model/names_by_country.h" + +#include + +NamesByCountry::NamesByCountry( + std::unordered_map> + forenames_by_country, + std::unordered_map> + surnames_by_country) + : forenames_by_country_(std::move(forenames_by_country)), + surnames_by_country_(std::move(surnames_by_country)) {} + +std::optional NamesByCountry::SampleName(const std::string& iso3166_1, + std::mt19937& rng) const { + const auto forenames_it = forenames_by_country_.find(iso3166_1); + const auto surnames_it = surnames_by_country_.find(iso3166_1); + + if (forenames_it == forenames_by_country_.end() || + surnames_it == surnames_by_country_.end() || + forenames_it->second.empty() || surnames_it->second.empty()) { + return std::nullopt; + } + + const std::vector& forenames = forenames_it->second; + const std::vector& surnames = surnames_it->second; + + std::uniform_int_distribution forename_dist(0, + forenames.size() - 1); + std::uniform_int_distribution surname_dist(0, surnames.size() - 1); + + const ForenameEntry& forename = forenames[forename_dist(rng)]; + + return Name{.first_name = forename.name, + .last_name = surnames[surname_dist(rng)], + .gender = forename.gender}; +} diff --git a/tooling/pipeline/src/json_handling/json_loader.cc b/tooling/pipeline/src/json_handling/json_loader.cc index 6311991..6c58d74 100644 --- a/tooling/pipeline/src/json_handling/json_loader.cc +++ b/tooling/pipeline/src/json_handling/json_loader.cc @@ -16,6 +16,8 @@ #include #include #include +#include +#include static std::string ReadRequiredString(const boost::json::object& object, const char* key) { @@ -59,6 +61,50 @@ static std::vector ReadRequiredStringArray( return items; } +namespace { + +boost::json::value ParseJsonFile(const std::filesystem::path& filepath, + const char* what) { + std::ifstream input(filepath); + if (!input.is_open()) { + throw std::runtime_error(std::format("Failed to open {} file: {}", what, + filepath.string())); + } + + std::stringstream buffer; + buffer << input.rdbuf(); + + boost::system::error_code error; + boost::json::value root = boost::json::parse(buffer.str(), error); + if (error) { + throw std::runtime_error( + std::format("Failed to parse {} JSON: {}", what, error.message())); + } + return root; +} + +/// @brief Returns the first element of a string array field, falling back to +/// `fallback_key` if `key` is missing/empty (some source entries only have a +/// "localized" form and no "romanized" form). +std::string ReadFirstOfStringArray(const boost::json::object& object, + const char* key, + const char* fallback_key) { + for (const char* candidate_key : {key, fallback_key}) { + const boost::json::value* value = object.if_contains(candidate_key); + if (value == nullptr || !value->is_array()) { + continue; + } + const auto& array = value->as_array(); + if (!array.empty() && array.front().is_string()) { + return std::string(array.front().as_string()); + } + } + throw std::runtime_error( + std::format("Missing or invalid string array field: {}", key)); +} + +} // namespace + std::vector JsonLoader::LoadLocations( const std::filesystem::path& filepath, std::shared_ptr logger) { std::ifstream input(filepath); @@ -108,3 +154,100 @@ std::vector JsonLoader::LoadLocations( return locations; } + +std::vector JsonLoader::LoadPersonas( + const std::filesystem::path& filepath, std::shared_ptr logger) { + const boost::json::value root = ParseJsonFile(filepath, "personas"); + + if (!root.is_array()) { + throw std::runtime_error( + "Invalid personas JSON: root element must be an array"); + } + + std::vector personas; + const auto& items = root.as_array(); + personas.reserve(items.size()); + + for (const auto& item : items) { + if (!item.is_object()) { + throw std::runtime_error( + "Invalid personas JSON: each entry must be an object"); + } + + const auto& object = item.as_object(); + personas.push_back(UserPersona{ + .name = ReadRequiredString(object, "name"), + .description = ReadRequiredString(object, "description"), + .style_affinities = + ReadRequiredStringArray(object, "style_affinities"), + }); + } + + return personas; +} + +NamesByCountry JsonLoader::LoadNamesByCountry( + const std::filesystem::path& forenames_filepath, + const std::filesystem::path& surnames_filepath, + std::shared_ptr logger) { + const boost::json::value forenames_root = + ParseJsonFile(forenames_filepath, "forenames-by-country"); + const boost::json::value surnames_root = + ParseJsonFile(surnames_filepath, "surnames-by-country"); + + if (!forenames_root.is_object() || !surnames_root.is_object()) { + throw std::runtime_error( + "Invalid names-by-country JSON: root element must be an object " + "keyed by ISO 3166-1 country code"); + } + + std::unordered_map> + forenames_by_country; + for (const auto& [country_code, regions] : forenames_root.as_object()) { + if (!regions.is_array()) { + continue; + } + std::vector entries; + for (const auto& region : regions.as_array()) { + if (!region.is_object()) { + continue; + } + const boost::json::value* names = region.as_object().if_contains("names"); + if (names == nullptr || !names->is_array()) { + continue; + } + for (const auto& name_value : names->as_array()) { + if (!name_value.is_object()) { + continue; + } + const auto& name_object = name_value.as_object(); + entries.push_back(ForenameEntry{ + .name = ReadFirstOfStringArray(name_object, "romanized", + "localized"), + .gender = ReadRequiredString(name_object, "gender"), + }); + } + } + forenames_by_country.emplace(country_code, std::move(entries)); + } + + std::unordered_map> + surnames_by_country; + for (const auto& [country_code, name_entries] : surnames_root.as_object()) { + if (!name_entries.is_array()) { + continue; + } + std::vector surnames; + for (const auto& name_value : name_entries.as_array()) { + if (!name_value.is_object()) { + continue; + } + surnames.push_back(ReadFirstOfStringArray(name_value.as_object(), + "romanized", "localized")); + } + surnames_by_country.emplace(country_code, std::move(surnames)); + } + + return NamesByCountry(std::move(forenames_by_country), + std::move(surnames_by_country)); +} diff --git a/tooling/pipeline/src/main.cc b/tooling/pipeline/src/main.cc index 25ed693..8f3328b 100644 --- a/tooling/pipeline/src/main.cc +++ b/tooling/pipeline/src/main.cc @@ -53,6 +53,7 @@ int main(const int argc, char** argv) { std::make_shared(log_channel); std::thread log_thread([&log_dispatcher] { log_dispatcher->Run(); }); + auto shutdown = [&](const int exit_code) { log_channel.Close(); log_thread.join(); diff --git a/tooling/pipeline/surnames-by-country.json b/tooling/pipeline/surnames-by-country.json new file mode 100644 index 0000000..78e9a27 --- /dev/null +++ b/tooling/pipeline/surnames-by-country.json @@ -0,0 +1,25438 @@ +{ + "AM": [ + { + "id": "AM-1", + "rank": 1, + "localized": [ + "Գրիգորյան" + ], + "romanized": [ + "Grigoryan" + ], + "count": null + }, + { + "id": "AM-2", + "rank": 2, + "localized": [ + "Հարությունյան" + ], + "romanized": [ + "Harutyunyan" + ], + "count": null + }, + { + "id": "AM-3", + "rank": 3, + "localized": [ + "Սարգսյան" + ], + "romanized": [ + "Sargsyan" + ], + "count": null + }, + { + "id": "AM-4", + "rank": 4, + "localized": [ + "Հովհաննիսյան" + ], + "romanized": [ + "Hovhannisyan" + ], + "count": null + }, + { + "id": "AM-5", + "rank": 5, + "localized": [ + "Խաչատրյան" + ], + "romanized": [ + "Khachatryan" + ], + "count": null + }, + { + "id": "AM-6", + "rank": 6, + "localized": [ + "Հակոբյան" + ], + "romanized": [ + "Hakobyan" + ], + "count": null + }, + { + "id": "AM-7", + "rank": 7, + "localized": [ + "Պետրոսյան" + ], + "romanized": [ + "Petrosyan" + ], + "count": null + }, + { + "id": "AM-8", + "rank": 8, + "localized": [ + "Վարդանյան" + ], + "romanized": [ + "Vardanyan" + ], + "count": null + }, + { + "id": "AM-9", + "rank": 9, + "localized": [ + "Գեւորգյան" + ], + "romanized": [ + "Gevorgyan" + ], + "count": null + }, + { + "id": "AM-10", + "rank": 10, + "localized": [ + "Կարապետյան" + ], + "romanized": [ + "Karapetyan" + ], + "count": null + }, + { + "id": "AM-11", + "rank": 11, + "localized": [ + "Մկրտչյան" + ], + "romanized": [ + "Mkrtchyan" + ], + "count": null + }, + { + "id": "AM-12", + "rank": 12, + "localized": [ + "Ղազարյան" + ], + "romanized": [ + "Ghazaryan" + ], + "count": null + }, + { + "id": "AM-13", + "rank": 13, + "localized": [ + "Մանուկյան" + ], + "romanized": [ + "Manukyan" + ], + "count": null + }, + { + "id": "AM-14", + "rank": 14, + "localized": [ + "Ավետիսյան" + ], + "romanized": [ + "Avetisyan" + ], + "count": null + }, + { + "id": "AM-15", + "rank": 15, + "localized": [ + "Պողոսյան" + ], + "romanized": [ + "Poghosyan" + ], + "count": null + }, + { + "id": "AM-16", + "rank": 16, + "localized": [ + "Մարտիրոսյան" + ], + "romanized": [ + "Martirosyan" + ], + "count": null + }, + { + "id": "AM-17", + "rank": 17, + "localized": [ + "Սահակյան" + ], + "romanized": [ + "Sahakyan" + ], + "count": null + }, + { + "id": "AM-18", + "rank": 18, + "localized": [ + "Առաքելյան" + ], + "romanized": [ + "Arakelyan" + ], + "count": null + }, + { + "id": "AM-19", + "rank": 19, + "localized": [ + "Մարգարյան" + ], + "romanized": [ + "Margaryan" + ], + "count": null + }, + { + "id": "AM-20", + "rank": 20, + "localized": [ + "Դավթյան" + ], + "romanized": [ + "Davtyan" + ], + "count": null + } + ], + "AZ": [ + { + "id": "AZ-1", + "rank": 1, + "localized": [ + "Məmmədov" + ], + "romanized": [ + "Mammadov" + ], + "count": null + }, + { + "id": "AZ-2", + "rank": 2, + "localized": [ + "Əliyev" + ], + "romanized": [ + "Aliyev" + ], + "count": null + }, + { + "id": "AZ-3", + "rank": 3, + "localized": [ + "Hüseynov" + ], + "romanized": [ + "Huseynov" + ], + "count": null + }, + { + "id": "AZ-4", + "rank": 4, + "localized": [ + "Həsənov" + ], + "romanized": [ + "Hasanov" + ], + "count": null + }, + { + "id": "AZ-5", + "rank": 5, + "localized": [ + "Quliyev" + ], + "romanized": [ + "Guliyev" + ], + "count": null + }, + { + "id": "AZ-6", + "rank": 6, + "localized": [ + "İsmayılov" + ], + "romanized": [ + "Ismayilov" + ], + "count": null + }, + { + "id": "AZ-7", + "rank": 7, + "localized": [ + "Əhmədov" + ], + "romanized": [ + "Ahmadov" + ], + "count": null + }, + { + "id": "AZ-8", + "rank": 8, + "localized": [ + "Abdullayev" + ], + "romanized": [ + "Abdullayev" + ], + "count": null + }, + { + "id": "AZ-9", + "rank": 9, + "localized": [ + "Abbasov" + ], + "romanized": [ + "Abbasov" + ], + "count": null + }, + { + "id": "AZ-10", + "rank": 10, + "localized": [ + "Cəfərov" + ], + "romanized": [ + "Jafarov" + ], + "count": null + } + ], + "BD": [ + { + "id": "BD-1", + "rank": 1, + "localized": [ + "আক্তার" + ], + "romanized": [ + "Akter" + ], + "count": null + }, + { + "id": "BD-2", + "rank": 2, + "localized": [ + "ইসলাম" + ], + "romanized": [ + "Islam" + ], + "count": null + }, + { + "id": "BD-3", + "rank": 3, + "localized": [ + "খাতুন" + ], + "romanized": [ + "Khatun" + ], + "count": null + }, + { + "id": "BD-4", + "rank": 4, + "localized": [ + "হোসেন" + ], + "romanized": [ + "Hossain" + ], + "count": null + }, + { + "id": "BD-5", + "rank": 5, + "localized": [ + "রহমান" + ], + "romanized": [ + "Rahman" + ], + "count": null + }, + { + "id": "BD-6", + "rank": 6, + "localized": [ + "আহম্মেদ" + ], + "romanized": [ + "Ahmed" + ], + "count": null + } + ], + "KH": [ + { + "id": "KH-1", + "rank": 1, + "localized": [ + "កូយ" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-2", + "rank": 2, + "localized": [ + "កឹម" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-3", + "rank": 3, + "localized": [ + "កែប" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-4", + "rank": 4, + "localized": [ + "កែវ" + ], + "romanized": [ + "Keo" + ], + "count": null + }, + { + "id": "KH-5", + "rank": 5, + "localized": [ + "ខាត់" + ], + "romanized": [ + "Khat" + ], + "count": null + }, + { + "id": "KH-6", + "rank": 6, + "localized": [ + "ខាយ" + ], + "romanized": [ + "Khay" + ], + "count": null + }, + { + "id": "KH-7", + "rank": 7, + "localized": [ + "ខៀវ" + ], + "romanized": [ + "Khiev" + ], + "count": null + }, + { + "id": "KH-8", + "rank": 8, + "localized": [ + "ខ្លូត" + ], + "romanized": [ + "Khlot" + ], + "count": null + }, + { + "id": "KH-9", + "rank": 9, + "localized": [ + "គឹម" + ], + "romanized": [ + "Kim" + ], + "count": null + }, + { + "id": "KH-10", + "rank": 10, + "localized": [ + "គួច" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-11", + "rank": 11, + "localized": [ + "កាំង" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-12", + "rank": 12, + "localized": [ + "ឃាង" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-13", + "rank": 13, + "localized": [ + "ឃិន" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-14", + "rank": 14, + "localized": [ + "ឃីម" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-15", + "rank": 15, + "localized": [ + "ចន្ទ" + ], + "romanized": [ + "Chhan" + ], + "count": null + }, + { + "id": "KH-16", + "rank": 16, + "localized": [ + "ចាន់" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-17", + "rank": 17, + "localized": [ + "ចាប" + ], + "romanized": [ + "Bird" + ], + "count": null + }, + { + "id": "KH-18", + "rank": 18, + "localized": [ + "ចេង" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-19", + "rank": 19, + "localized": [ + "ចេន" + ], + "romanized": [ + "Chen" + ], + "count": null + }, + { + "id": "KH-20", + "rank": 20, + "localized": [ + "ឆន" + ], + "romanized": [ + "Chhorn" + ], + "count": null + }, + { + "id": "KH-21", + "rank": 21, + "localized": [ + "ឆាយ" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-22", + "rank": 22, + "localized": [ + "ជា" + ], + "romanized": [ + "Chea" + ], + "count": null + }, + { + "id": "KH-23", + "rank": 23, + "localized": [ + "ជាម" + ], + "romanized": [ + "Cheam" + ], + "count": null + }, + { + "id": "KH-24", + "rank": 24, + "localized": [ + "ជិន" + ], + "romanized": [ + "Chin" + ], + "count": null + }, + { + "id": "KH-25", + "rank": 25, + "localized": [ + "ជឹម" + ], + "romanized": [ + "Chim" + ], + "count": null + }, + { + "id": "KH-26", + "rank": 26, + "localized": [ + "ជ័យ" + ], + "romanized": [ + "Chey" + ], + "count": null + }, + { + "id": "KH-27", + "rank": 27, + "localized": [ + "ឈិត" + ], + "romanized": [ + "Chhet" + ], + "count": null + }, + { + "id": "KH-28", + "rank": 28, + "localized": [ + "ឈិន" + ], + "romanized": [], + "count": null + }, + { + "id": "KH-29", + "rank": 29, + "localized": [ + "ឈឹម" + ], + "romanized": [ + "Chhim" + ], + "count": null + }, + { + "id": "KH-30", + "rank": 30, + "localized": [ + "ញឹក" + ], + "romanized": [ + "Nhek" + ], + "count": null + }, + { + "id": "KH-31", + "rank": 31, + "localized": [ + "ដួង" + ], + "romanized": [ + "Duong" + ], + "count": null + }, + { + "id": "KH-32", + "rank": 32, + "localized": [ + "ឌិត" + ], + "romanized": [ + "Dith" + ], + "count": 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