initial project setup with README and ignore
This commit is contained in:
108
app/services/rider/rider_state_manager.py
Normal file
108
app/services/rider/rider_state_manager.py
Normal file
@@ -0,0 +1,108 @@
|
||||
import os
|
||||
import pickle
|
||||
import logging
|
||||
import time
|
||||
from datetime import datetime
|
||||
from typing import Dict, Any, List, Set
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
STATE_FILE = "rider_active_state.pkl"
|
||||
|
||||
class RiderStateManager:
|
||||
"""
|
||||
Manages the 'Short-Term' Active State of Riders for session persistence.
|
||||
Tracks:
|
||||
- Minutes Committed (Remaining Workload)
|
||||
- Active Kitchens (Unique Pickups in current queue)
|
||||
- Last Planned Drop Location (for Daisy Chaining)
|
||||
- Timestamp of last update (for Time Decay)
|
||||
"""
|
||||
def __init__(self, state_file: str = STATE_FILE):
|
||||
self.state_file = state_file
|
||||
self.states = self._load_states()
|
||||
|
||||
def _load_states(self) -> Dict[str, Any]:
|
||||
"""Load states from pickle."""
|
||||
if not os.path.exists(self.state_file):
|
||||
return {}
|
||||
try:
|
||||
with open(self.state_file, 'rb') as f:
|
||||
return pickle.load(f)
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to load rider active states: {e}")
|
||||
return {}
|
||||
|
||||
def _save_states(self):
|
||||
"""Save states to pickle."""
|
||||
try:
|
||||
with open(self.state_file, 'wb') as f:
|
||||
pickle.dump(self.states, f)
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to save rider active states: {e}")
|
||||
|
||||
def get_rider_state(self, rider_id: int) -> Dict[str, Any]:
|
||||
"""
|
||||
Get the current active state of a rider with TIME DECAY applied.
|
||||
If the server restarts after 30 mins, the 'minutes_committed' should reduce by 30.
|
||||
"""
|
||||
rider_id = int(rider_id)
|
||||
raw_state = self.states.get(rider_id)
|
||||
|
||||
if not raw_state:
|
||||
return {
|
||||
'minutes_remaining': 0.0,
|
||||
'last_drop_lat': None,
|
||||
'last_drop_lon': None,
|
||||
'active_kitchens': set(),
|
||||
'last_updated_ts': time.time()
|
||||
}
|
||||
|
||||
# Apply Time Decay
|
||||
last_ts = raw_state.get('last_updated_ts', time.time())
|
||||
current_ts = time.time()
|
||||
elapsed_mins = (current_ts - last_ts) / 60.0
|
||||
|
||||
remaining = max(0.0, raw_state.get('minutes_remaining', 0.0) - elapsed_mins)
|
||||
|
||||
# If queue is empty, kitchens are cleared
|
||||
kitchens = raw_state.get('active_kitchens', set())
|
||||
if remaining <= 5.0: # Buffer: if almost done, free up kitchens
|
||||
kitchens = set()
|
||||
|
||||
return {
|
||||
'minutes_remaining': remaining,
|
||||
'last_drop_lat': raw_state.get('last_drop_lat'),
|
||||
'last_drop_lon': raw_state.get('last_drop_lon'),
|
||||
'active_kitchens': kitchens,
|
||||
'last_updated_ts': current_ts
|
||||
}
|
||||
|
||||
def update_rider_state(self, rider_id: int, added_minutes: float, new_kitchens: Set[str], last_lat: float, last_lon: float):
|
||||
"""
|
||||
Update the state after a new assignment.
|
||||
"""
|
||||
rider_id = int(rider_id)
|
||||
|
||||
# Get current state (decayed)
|
||||
current = self.get_rider_state(rider_id)
|
||||
|
||||
# Accumulate
|
||||
updated_minutes = current['minutes_remaining'] + added_minutes
|
||||
updated_kitchens = current['active_kitchens'].union(new_kitchens)
|
||||
|
||||
self.states[rider_id] = {
|
||||
'minutes_remaining': updated_minutes,
|
||||
'last_drop_lat': last_lat,
|
||||
'last_drop_lon': last_lon,
|
||||
'active_kitchens': updated_kitchens,
|
||||
'last_updated_ts': time.time()
|
||||
}
|
||||
|
||||
self._save_states()
|
||||
|
||||
def clear_state(self, rider_id: int):
|
||||
rider_id = int(rider_id)
|
||||
if rider_id in self.states:
|
||||
del self.states[rider_id]
|
||||
self._save_states()
|
||||
Reference in New Issue
Block a user