import os
from willow_barrot_merge import WillowBarrot
from databricks.sdk import WorkspaceClient

class AbsolutionBridge:
    def __init__(self):
        self.willow = WillowBarrot()
        self.db = WorkspaceClient(
            host="https://adb-26479705.azuredatabricks.net",
            token=os.environ.get("DATABRICKS_TOKEN")
        )

    def sync_to_lattice(self, raw_signal):
        # Process through Willowchip Absolution Gate
        decision = self.willow.absolution_gate(raw_signal)
        
        if decision == 1:
            # Commit the validated spike to the Hive Metastore
            print(f"[WILLOW] Locking Signal {raw_signal} into Databricks...")
            # Logic for SQL insertion goes here for the $130.8M target
            
if __name__ == "__main__":
    bridge = AbsolutionBridge()
    bridge.sync_to_lattice(0.88)