mirror of
https://github.com/aaronpo97/the-biergarten-app.git
synced 2026-06-01 10:04:00 +00:00
fjdsa
This commit is contained in:
Aaron Po
@@ -29,14 +29,23 @@ endif
|
||||
|
||||
:JsonLoader::LoadLocations("locations.json");
|
||||
:JsonLoader::LoadBeerStyles("beer-styles.json");
|
||||
:JsonLoader::LoadPersonas("personas.json");
|
||||
:JsonLoader::LoadNamesByCountry("names-by-country.json");
|
||||
|
||||
:EnrichmentService::PreWarmBeerStyleCache(beer_styles);
|
||||
note right
|
||||
**NEW**: Beer styles do not need location context.
|
||||
Beer styles do not need location context.
|
||||
Wikipedia summaries for the entire palette are
|
||||
fetched and cached globally at startup.
|
||||
end note
|
||||
|
||||
:EnrichmentService::PreWarmPersonaCache(personas);
|
||||
note right
|
||||
Persona descriptions do not need location context.
|
||||
All persona Wikipedia/description lookups are
|
||||
resolved and cached globally at startup.
|
||||
end note
|
||||
|
||||
:Initialize SqliteExportService;
|
||||
note right
|
||||
Opens SQLite connection.
|
||||
@@ -50,23 +59,44 @@ end note
|
||||
' ═══════════════════════════════════════════
|
||||
|Orchestrator|
|
||||
:RunUserPhase(sampled_locations);
|
||||
:Create BoundedChannels\n(user_llm_ch, user_exp_ch);
|
||||
:Create BoundedChannels\n(loc_ch, llm_ch, exp_ch);
|
||||
|
||||
fork
|
||||
|Orchestrator|
|
||||
:Loop: Send Locations → user_llm_ch;
|
||||
:Close user_llm_ch;
|
||||
:Loop: Send Locations → loc_ch;
|
||||
:Close loc_ch;
|
||||
fork again
|
||||
|LLM Worker|
|
||||
while (user_llm_ch has items?) is (yes)
|
||||
while (loc_ch has items?) is (yes)
|
||||
:Receive Location;
|
||||
:GenerateUser(location)\nvia DataGenerator;
|
||||
:Send GeneratedUser → user_exp_ch;
|
||||
|
||||
:IPersonaSelectionStrategy::SelectPersona(\n personas_palette_);
|
||||
note right
|
||||
Guaranteed cache hit from startup.
|
||||
Returns a Persona struct with style_affinities,
|
||||
abv_range, ibu_preference, checkin_weight.
|
||||
end note
|
||||
|
||||
:NamesByCountry::SampleName(\n location.iso3166_1);
|
||||
note right
|
||||
Deterministic lookup — no LLM involved.
|
||||
Name is selected from a pre-keyed table
|
||||
and passed into the generation prompt.
|
||||
end note
|
||||
|
||||
:GenerateUser(location, persona, sampled_name)\nvia DataGenerator;
|
||||
note right
|
||||
LLM receives: Location fields + persona description
|
||||
+ sampled name. Generates bio and preference
|
||||
signals grounded in both.
|
||||
end note
|
||||
|
||||
:Send GeneratedUser → llm_ch;
|
||||
endwhile (no)
|
||||
:Close user_exp_ch;
|
||||
:Close llm_ch;
|
||||
fork again
|
||||
|SQLite Worker|
|
||||
while (user_exp_ch has items?) is (yes)
|
||||
while (llm_ch has items?) is (yes)
|
||||
:Receive GeneratedUser;
|
||||
:ProcessUser(user) → sqlite3_int64;
|
||||
:Append → user_pool_;
|
||||
@@ -151,6 +181,13 @@ end note
|
||||
' ═══════════════════════════════════════════
|
||||
:RunCheckinPhase();
|
||||
:ICheckinDistributionStrategy::\nAssignActivityWeights(user_pool_);
|
||||
note right
|
||||
Weights are seeded from each user's
|
||||
persona.checkin_weight — high-activity
|
||||
personas (craft enthusiasts) check in more,
|
||||
casual personas less. J-curve profile
|
||||
emerges from the persona distribution.
|
||||
end note
|
||||
|
||||
while (For each GeneratedUser in user_pool_?) is (remaining)
|
||||
:CheckinsForUser(user, brewery_pool_.size());
|
||||
@@ -167,9 +204,16 @@ endwhile (done)
|
||||
' PHASE 3 — RATING GENERATION
|
||||
' ═══════════════════════════════════════════
|
||||
:RunRatingPhase();
|
||||
note right
|
||||
Beer selection during rating is biased by
|
||||
user.persona.style_affinities and abv_range —
|
||||
users are more likely to rate beers matching
|
||||
their persona profile. Rating skew (positive
|
||||
with long tail) is also modulated per persona.
|
||||
end note
|
||||
|
||||
while (For each GeneratedCheckin in checkin_pool_?) is (remaining)
|
||||
:Match brewery_id → select beer\nfrom beer_pool_ (same brewery_id);
|
||||
:Match brewery_id → select beer from beer_pool_\n(same brewery_id, biased by persona affinities);
|
||||
if (Beer exists for brewery?) then (yes)
|
||||
:GenerateRating(user, beer, checkin_id)\nvia DataGenerator;
|
||||
:ProcessRating(rating);
|
||||
@@ -8,7 +8,7 @@ skinparam backgroundColor #FAFCF9
|
||||
skinparam defaultFontColor #28342A
|
||||
skinparam titleFontColor #28342A
|
||||
skinparam ArrowColor #628A5B
|
||||
|
||||
skinparam linetype ortho
|
||||
skinparam class {
|
||||
BackgroundColor #FAFCF9
|
||||
HeaderBackgroundColor #EAF0E8
|
||||
@@ -29,13 +29,12 @@ skinparam package {
|
||||
FontColor #28342A
|
||||
}
|
||||
|
||||
title The Biergarten Data Pipeline — Architecture
|
||||
title The Biergarten Data Pipeline — Planned Architecture
|
||||
|
||||
' ─────────────────────────────────────────────
|
||||
' DOMAIN: VALUE OBJECTS
|
||||
' ─────────────────────────────────────────────
|
||||
package "Domain: Value Objects & Contracts" {
|
||||
left to right direction
|
||||
|
||||
|
||||
package "Domain Models" {
|
||||
class Location {
|
||||
+ city : std::string
|
||||
+ state_province : std::string
|
||||
@@ -133,6 +132,7 @@ package "Domain: Value Objects & Contracts" {
|
||||
+ beer_id : sqlite3_int64
|
||||
+ brewery_id : sqlite3_int64
|
||||
+ location : Location
|
||||
+ style : BeerStyle
|
||||
+ beer : BeerResult
|
||||
+ generated_at : std::string
|
||||
}
|
||||
@@ -165,11 +165,42 @@ package "Domain: Value Objects & Contracts" {
|
||||
+ generated_at : std::string
|
||||
}
|
||||
|
||||
class SamplingOptions {
|
||||
+ temperature : float = 1.0F
|
||||
+ top_p : float = 0.95F
|
||||
+ top_k : uint32_t = 64
|
||||
+ n_ctx : uint32_t = 8192
|
||||
+ seed : int = -1
|
||||
}
|
||||
note right of SamplingOptions
|
||||
Ignored when GeneratorOptions::
|
||||
use_mocked = true.
|
||||
end note
|
||||
|
||||
class GeneratorOptions {
|
||||
+ model_path : std::string
|
||||
+ use_mocked : bool = false
|
||||
+ sampling : SamplingOptions
|
||||
}
|
||||
|
||||
class PipelineOptions {
|
||||
}
|
||||
note right of PipelineOptions
|
||||
Reserved for future config:
|
||||
n_locations, concurrency,
|
||||
output_path, etc.
|
||||
end note
|
||||
|
||||
class ApplicationOptions {
|
||||
+ generator : GeneratorOptions
|
||||
+ pipeline : PipelineOptions
|
||||
}
|
||||
|
||||
ApplicationOptions *-- GeneratorOptions
|
||||
ApplicationOptions *-- PipelineOptions
|
||||
GeneratorOptions *-- SamplingOptions
|
||||
}
|
||||
|
||||
' ─────────────────────────────────────────────
|
||||
' DOMAIN POLICY
|
||||
' ─────────────────────────────────────────────
|
||||
package "Domain Policy" {
|
||||
|
||||
interface IContextStrategy <<interface>> {
|
||||
@@ -241,9 +272,41 @@ package "Domain Policy" {
|
||||
|
||||
}
|
||||
|
||||
' ─────────────────────────────────────────────
|
||||
' INFRASTRUCTURE: ENRICHMENT
|
||||
' ─────────────────────────────────────────────
|
||||
|
||||
|
||||
package "Orchestration" {
|
||||
|
||||
class BiergartenPipelineOrchestrator {
|
||||
- enrichment_service_ : std::unique_ptr<IEnrichmentService>
|
||||
- generator_ : std::unique_ptr<DataGenerator>
|
||||
- exporter_ : std::unique_ptr<IExportService>
|
||||
- brewery_context_strategy_ : std::unique_ptr<IContextStrategy>
|
||||
- sampling_strategy_ : std::unique_ptr<ISamplingStrategy>
|
||||
- beer_selection_strategy_ : std::unique_ptr<IBeerSelectionStrategy>
|
||||
- checkin_strategy_ : std::unique_ptr<ICheckinDistributionStrategy>
|
||||
- beer_style_palette_ : std::vector<BeerStyle>
|
||||
- options_ : ApplicationOptions
|
||||
--
|
||||
- user_pool_ : std::vector<GeneratedUser>
|
||||
- brewery_pool_ : std::vector<GeneratedBrewery>
|
||||
- beer_pool_ : std::vector<GeneratedBeer>
|
||||
- checkin_pool_ : std::vector<GeneratedCheckin>
|
||||
--
|
||||
+ Run() : bool
|
||||
- RunUserPhase(locations : const std::vector<Location>&) : void
|
||||
- RunBreweryAndBeerPhase(locations : const std::vector<Location>&) : void
|
||||
- RunCheckinPhase() : void
|
||||
- RunRatingPhase() : void
|
||||
}
|
||||
|
||||
class JsonLoader {
|
||||
+ {static} LoadLocations(filepath : const std::filesystem::path&) : std::vector<Location>
|
||||
+ {static} LoadBeerStyles(filepath : const std::filesystem::path&) : std::vector<BeerStyle>
|
||||
+ {static} LoadPersonas(filepath : const std::filesystem::path&) : std::vector<Persona>
|
||||
+ {static} LoadNamesByCountry(filepath : const std::filesystem::path&) : NamesByCountry
|
||||
}
|
||||
}
|
||||
|
||||
package "Infrastructure: Enrichment" {
|
||||
|
||||
interface IEnrichmentService <<interface>> {
|
||||
@@ -275,9 +338,6 @@ package "Infrastructure: Enrichment" {
|
||||
|
||||
}
|
||||
|
||||
' ─────────────────────────────────────────────
|
||||
' INFRASTRUCTURE: GENERATION
|
||||
' ─────────────────────────────────────────────
|
||||
package "Infrastructure: Generation" {
|
||||
|
||||
interface DataGenerator <<interface>> {
|
||||
@@ -307,17 +367,23 @@ package "Infrastructure: Generation" {
|
||||
- model_ : ModelHandle
|
||||
- context_ : ContextHandle
|
||||
- prompt_formatter_ : std::unique_ptr<IPromptFormatter>
|
||||
- config_ : LlamaConfig
|
||||
- rng_ : std::mt19937
|
||||
+ GenerateBrewery(...) : BreweryResult
|
||||
+ GenerateBeer(...) : BeerResult
|
||||
+ GenerateUser(...) : UserResult
|
||||
+ GenerateCheckin(...) : CheckinResult
|
||||
+ GenerateRating(...) : RatingResult
|
||||
- Load(config : const LlamaConfig&) : void
|
||||
- Load(opts : const GeneratorOptions&) : void
|
||||
- Infer(system_prompt, user_prompt,\n max_tokens, grammar) : std::string
|
||||
- ValidateModelArchitecture() : void
|
||||
}
|
||||
note right of LlamaGenerator
|
||||
Constructed from GeneratorOptions.
|
||||
SamplingOptions fields are applied
|
||||
during Load(). LlamaConfig removed —
|
||||
GeneratorOptions is the sole
|
||||
configuration surface.
|
||||
end note
|
||||
|
||||
interface IPromptFormatter <<interface>> {
|
||||
+ Format(system_prompt : std::string_view,\n user_prompt : std::string_view) : std::string
|
||||
@@ -329,20 +395,8 @@ package "Infrastructure: Generation" {
|
||||
+ ExpectedArchitecture() : std::string_view
|
||||
}
|
||||
|
||||
class LlamaConfig {
|
||||
+ model_path : std::string
|
||||
+ temperature : float
|
||||
+ top_p : float
|
||||
+ top_k : uint32_t
|
||||
+ n_ctx : uint32_t
|
||||
+ seed : int
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
' ─────────────────────────────────────────────
|
||||
' INFRASTRUCTURE: PIPELINE CHANNEL
|
||||
' ─────────────────────────────────────────────
|
||||
package "Infrastructure: Pipeline Channel" {
|
||||
|
||||
class "BoundedChannel<T>" as BoundedChannel {
|
||||
@@ -357,19 +411,15 @@ package "Infrastructure: Pipeline Channel" {
|
||||
+ Close() : void
|
||||
}
|
||||
note right of BoundedChannel
|
||||
Used for user, brewery, and
|
||||
checkin/rating phases.
|
||||
Beer phase uses a simple
|
||||
sequential loop — enrichment
|
||||
is all cache hits, no fan-out
|
||||
needed.
|
||||
Back-pressure via capacity_ bound.
|
||||
Stalls fast producers (enrichment ×N)
|
||||
when the LLM worker cannot keep up.
|
||||
Close() is the termination signal —
|
||||
workers drain remaining items then exit.
|
||||
end note
|
||||
|
||||
}
|
||||
|
||||
' ─────────────────────────────────────────────
|
||||
' INFRASTRUCTURE: EXPORT
|
||||
' ─────────────────────────────────────────────
|
||||
package "Infrastructure: Export" {
|
||||
|
||||
interface IExportService <<interface>> {
|
||||
@@ -407,11 +457,11 @@ package "Infrastructure: Export" {
|
||||
- FinalizeStatements() : void
|
||||
}
|
||||
note right of SqliteExportService
|
||||
brewery_cache_ restored.
|
||||
Keyed by location string for
|
||||
location deduplication, and
|
||||
by brewery identity for beer
|
||||
FK resolution without re-querying.
|
||||
Single writer — no lock contention.
|
||||
location_cache_ deduplicates city rows.
|
||||
brewery_cache_ resolves beer FK without
|
||||
re-querying. Single long-running
|
||||
transaction committed in Finalize().
|
||||
end note
|
||||
|
||||
interface IDateTimeProvider <<interface>> {
|
||||
@@ -424,105 +474,54 @@ package "Infrastructure: Export" {
|
||||
|
||||
}
|
||||
|
||||
' ─────────────────────────────────────────────
|
||||
' ORCHESTRATION
|
||||
' ─────────────────────────────────────────────
|
||||
package "Orchestration" {
|
||||
|
||||
class BiergartenPipelineOrchestrator {
|
||||
- enrichment_service_ : std::unique_ptr<IEnrichmentService>
|
||||
- generator_ : std::unique_ptr<DataGenerator>
|
||||
- exporter_ : std::unique_ptr<IExportService>
|
||||
- brewery_context_strategy_ : std::unique_ptr<IContextStrategy>
|
||||
- beer_context_strategy_ : std::unique_ptr<IContextStrategy>
|
||||
- sampling_strategy_ : std::unique_ptr<ISamplingStrategy>
|
||||
- beer_selection_strategy_ : std::unique_ptr<IBeerSelectionStrategy>
|
||||
- checkin_strategy_ : std::unique_ptr<ICheckinDistributionStrategy>
|
||||
- beer_style_palette_ : std::vector<BeerStyle>
|
||||
--
|
||||
- user_pool_ : std::vector<GeneratedUser>
|
||||
- brewery_pool_ : std::vector<GeneratedBrewery>
|
||||
- beer_pool_ : std::vector<GeneratedBeer>
|
||||
- checkin_pool_ : std::vector<GeneratedCheckin>
|
||||
--
|
||||
+ Run() : bool
|
||||
- RunUserPhase(locations : const std::vector<Location>&) : void
|
||||
- RunBreweryPhase(locations : const std::vector<Location>&) : void
|
||||
- RunBeerPhase() : void
|
||||
- RunCheckinPhase() : void
|
||||
- RunRatingPhase() : void
|
||||
}
|
||||
note right of BiergartenPipelineOrchestrator
|
||||
beer_style_palette_ loaded once
|
||||
at startup from beer-styles.json.
|
||||
Passed as std::span<const BeerStyle>
|
||||
to IBeerSelectionStrategy per brewery.
|
||||
RunBeerPhase() is a sequential loop —
|
||||
no channels, no fan-out. Enrichment
|
||||
is cache hits; LLM is the only cost.
|
||||
end note
|
||||
|
||||
class JsonLoader {
|
||||
+ {static} LoadLocations(filepath : const std::filesystem::path&) : std::vector<Location>
|
||||
+ {static} LoadBeerStyles(filepath : const std::filesystem::path&) : std::vector<BeerStyle>
|
||||
}
|
||||
note right of JsonLoader
|
||||
LoadBeerStyles() added.
|
||||
Reads beer-styles.json once
|
||||
at startup into the palette
|
||||
held by the orchestrator.
|
||||
end note
|
||||
|
||||
}
|
||||
|
||||
' ─────────────────────────────────────────────
|
||||
' RELATIONSHIPS
|
||||
' ─────────────────────────────────────────────
|
||||
|
||||
' Orchestration
|
||||
BiergartenPipelineOrchestrator *-- IEnrichmentService : owns
|
||||
BiergartenPipelineOrchestrator *-- DataGenerator : owns
|
||||
BiergartenPipelineOrchestrator *-- IExportService : owns
|
||||
BiergartenPipelineOrchestrator *-- ICheckinDistributionStrategy : owns
|
||||
BiergartenPipelineOrchestrator *-- ISamplingStrategy : owns
|
||||
BiergartenPipelineOrchestrator *-- IBeerSelectionStrategy : owns
|
||||
BiergartenPipelineOrchestrator ..> JsonLoader : uses
|
||||
BiergartenPipelineOrchestrator *-- IEnrichmentService
|
||||
BiergartenPipelineOrchestrator *-- DataGenerator
|
||||
BiergartenPipelineOrchestrator *-- IExportService
|
||||
BiergartenPipelineOrchestrator *-- ICheckinDistributionStrategy
|
||||
BiergartenPipelineOrchestrator *-- ISamplingStrategy
|
||||
BiergartenPipelineOrchestrator *-- IBeerSelectionStrategy
|
||||
BiergartenPipelineOrchestrator *-- ApplicationOptions
|
||||
BiergartenPipelineOrchestrator ..> JsonLoader
|
||||
|
||||
' Policy implementations
|
||||
IContextStrategy <|.. BreweryContextStrategy : implements
|
||||
IContextStrategy <|.. BeerContextStrategy : implements
|
||||
ISamplingStrategy <|.. UniformSamplingStrategy : implements
|
||||
IBeerSelectionStrategy <|.. RandomBeerSelectionStrategy : implements
|
||||
ICheckinDistributionStrategy <|.. JCurveCheckinStrategy : implements
|
||||
IContextStrategy <|.. BreweryContextStrategy
|
||||
IContextStrategy <|.. BeerContextStrategy
|
||||
ISamplingStrategy <|.. UniformSamplingStrategy
|
||||
IBeerSelectionStrategy <|.. RandomBeerSelectionStrategy
|
||||
ICheckinDistributionStrategy <|.. JCurveCheckinStrategy
|
||||
|
||||
' Enrichment
|
||||
IEnrichmentService <|.. WikipediaService : implements
|
||||
WikipediaService *-- WebClient : owns
|
||||
WikipediaService ..> IContextStrategy : uses (parameter)
|
||||
WebClient <|.. CURLWebClient : implements
|
||||
IEnrichmentService <|.. WikipediaService
|
||||
WikipediaService *-- WebClient
|
||||
WikipediaService ..> IContextStrategy
|
||||
WebClient <|.. CURLWebClient
|
||||
|
||||
' Generation
|
||||
DataGenerator <|.. MockGenerator : implements
|
||||
DataGenerator <|.. LlamaGenerator : implements
|
||||
LlamaGenerator *-- IPromptFormatter : owns
|
||||
LlamaGenerator ..> LlamaConfig : constructed with
|
||||
IPromptFormatter <|.. Gemma4JinjaPromptFormatter : implements
|
||||
DataGenerator <|.. MockGenerator
|
||||
DataGenerator <|.. LlamaGenerator
|
||||
LlamaGenerator *-- IPromptFormatter
|
||||
LlamaGenerator ..> GeneratorOptions
|
||||
IPromptFormatter <|.. Gemma4JinjaPromptFormatter
|
||||
|
||||
' Export
|
||||
IExportService <|.. SqliteExportService : implements
|
||||
SqliteExportService *-- IDateTimeProvider : owns
|
||||
IDateTimeProvider <|.. SystemDateTimeProvider : implements
|
||||
IExportService <|.. SqliteExportService
|
||||
SqliteExportService *-- IDateTimeProvider
|
||||
IDateTimeProvider <|.. SystemDateTimeProvider
|
||||
|
||||
' Domain containment
|
||||
EnrichedCity *-- Location : contains
|
||||
EnrichedCity *-- LocationContext : contains
|
||||
GeneratedBrewery *-- Location : contains
|
||||
GeneratedBrewery *-- BreweryResult : contains
|
||||
GeneratedBeer *-- Location : contains
|
||||
GeneratedBeer *-- BeerResult : contains
|
||||
GeneratedUser *-- Location : contains
|
||||
GeneratedUser *-- UserResult : contains
|
||||
GeneratedCheckin *-- CheckinResult : contains
|
||||
GeneratedRating *-- RatingResult : contains
|
||||
EnrichedCity *-- Location
|
||||
EnrichedCity *-- LocationContext
|
||||
GeneratedBrewery *-- Location
|
||||
GeneratedBrewery *-- BreweryResult
|
||||
GeneratedBeer *-- Location
|
||||
GeneratedBeer *-- BeerStyle
|
||||
GeneratedBeer *-- BeerResult
|
||||
GeneratedUser *-- Location
|
||||
GeneratedUser *-- UserResult
|
||||
GeneratedCheckin *-- CheckinResult
|
||||
GeneratedRating *-- RatingResult
|
||||
|
||||
@enduml
|
||||
Reference in New Issue
Block a user