# main.py
from src.pipeline.unified_stream import load_and_merge
from src.pipeline.relative_date_trigger import apply_birthday_recursion
from src.pipeline.rf_scoring import calculate_rf_score
from src.pipeline.list_hygiene import apply_list_hygiene
from src.pipeline.ethics_flags import apply_ethics_checks
from src.pipeline.deliverability_check import run_deliverability_check

from src.models.engagement_scoring import calculate_engagement_scores
from src.models.churn_classifier import classify_churn
from src.models.send_time_optimizer import optimize_send_time
from src.models.predictive_segments import build_predictive_segments

print("=== WEEK 2 PIPELINE START ===")
df= load_and_merge()
apply_birthday_recursion()
calculate_rf_score()
apply_list_hygiene()

apply_ethics_checks()
run_deliverability_check()

print("=== WEEK 2 PIPELINE COMPLETE ===")

print("=== WEEK 3 START ===")

df = calculate_engagement_scores(df)
df = classify_churn(df)
df = optimize_send_time(df)
df=build_predictive_segments(df)

print("=== WEEK 3 COMPLETE ===")