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Pipeline: Add LLM and mocked user generation to the pipeline (#230)

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Aaron Po
2026-07-01 07:47:24 -04:00
committed by GitHub
parent 880f73e004
commit 2b8a900d12
90 changed files with 57254 additions and 800 deletions
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26
tooling/pipeline/includes/data_generation/mock_generator.h
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@@ -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, copied directly into the result.
* @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 +48,25 @@ 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<std::string_view, 18> kBreweryAdjectives = {
"Craft", "Heritage", "Local", "Artisan", "Pioneer", "Golden",
@@ -124,7 +141,8 @@ class MockGenerator final : public DataGenerator {
"Visits breweries for the stories, stays for the flagship pours.",
"Craft beer fan mapping tasting notes and favorite brew routes.",
"Always ready to trade recommendations for underrated local breweries.",
"Keeping a running list of must-try collab releases and tap takeovers."};
"Keeping a running list of must-try collab releases and tap "
"takeovers."};
};
#endif // BIERGARTEN_PIPELINE_INCLUDES_DATA_GENERATION_MOCK_GENERATOR_H_