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Implement customer-tuning solver and close WP-0006

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codex
2026-07-02 23:46:58 +02:00
parent 386c8a46fe
commit 124ad48720
10 changed files with 997 additions and 9 deletions
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11
projects/coulomb-pricing/observatory/api.py
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@@ -18,6 +18,7 @@ from .load import (
load_payment_records,
load_pricing_models,
load_product,
load_tuning_requests,
load_value_range,
)
from .allocation import build_cost_allocation
@@ -27,6 +28,7 @@ from .membership_analytics import build_membership_analytics
from .pricing_context import build_cost_floor, build_market_price_view, build_value_range_view
from .recommendations import build_pricing_recommendations
from .simulator import build_pricing_simulations
from .tuning import build_customer_tuning_pilot
from .usage import build_usage_summary, load_usage_records
@@ -90,6 +92,7 @@ def build_dashboard_payload(data_dir: Path | None = None, period: str | None = N
usage_records = load_usage_records(root)
usage_summary = build_usage_summary(usage_records, target_period)
ltv_scenarios = load_ltv_scenarios(root)
tuning_requests = load_tuning_requests(root)
cost_floor = build_cost_floor(snapshot, models)
value_range = build_value_range_view(value_range_raw, snapshot, product, models)
market_price = build_market_price_view(market_raw)
@@ -102,6 +105,13 @@ def build_dashboard_payload(data_dir: Path | None = None, period: str | None = N
usage_records=usage_records,
scenario_catalog=ltv_scenarios,
)
customer_tuning = build_customer_tuning_pilot(
snapshot,
models,
usage_records,
ltv_scenarios,
tuning_requests,
)
boundary_validation = build_boundary_validation(snapshot, models, usage_records)
credit_wallets = load_credit_wallets(root)
credit_summary = build_credit_summary(
@@ -135,6 +145,7 @@ def build_dashboard_payload(data_dir: Path | None = None, period: str | None = N
"usage": usage_summary,
"cost_allocation": cost_allocation,
"pricing_simulations": simulations,
"customer_tuning": customer_tuning,
"boundary_validation": boundary_validation,
"credit_wallets": credit_summary,
"recommendations": recommendations,