def check_rate_limit(user_id):
db = DynamoDb()
utc_time = datetime.utcnow()
hash_key = 'user_id'
range_key = 'timestamp'
seconds_records = db.query_range(TABLE_NAME, hash_key, user_id, range_key,
utc_time - timedelta(seconds=1),
utc_time).get('Items')
# seconds_records = list(filter(lambda x: x.get('hourly_count', 0) == 0 and
# x.get('yearly_count', 0) == 0, seconds_records))
if len(seconds_records) > SECONDS_RATE_LIMIT:
return False
hourly_records = db.query_range(
TABLE_NAME,
hash_key,
user_id,
range_key,
utc_time - timedelta(seconds=3600),
utc_time,
).get('Items')
total_hourly_count = 0
for hr in hourly_records:
total_hourly_count += hr.get('hourly_count', 0)
if total_hourly_count + len(seconds_records) > HOURLY_RATE_LIMIT:
return False
monthly_records = db.query_range(
TABLE_NAME,
hash_key,
user_id,
range_key,
utc_time - timedelta(seconds=3600 * 24),
utc_time,
).get('Items')
total_monthly_count = 0
for mr in monthly_records:
total_monthly_count += mr.get('monthly_count', 0)
if total_monthly_count + total_hourly_count + len(
seconds_records) > MONTHLY_RATE_LIMIT:
return False
db.add(TABLE_NAME,
hash_key,
user_id,
range_key,
datetime.strftime(utc_time, SECONDS_TIMESTAMP_FORMAT),
hourly_count=0,
monthly_count=0)
return True
def create_hour_batch(user_id):
"""
Run periodically to create hour batch.
:param user_id:
:return:
"""
db = DynamoDb()
utc_time = datetime.utcnow()
hash_key = 'user_id'
range_key = 'timestamp'
records = db.query_range(
TABLE_NAME, hash_key, user_id, range_key,
utc_time - timedelta(seconds=HOURLY_BUCKET_SIZE_IN_SECONDS),
utc_time - timedelta(seconds=1)).get('Items')
request_count = len(records)
for record in records:
pk_dict = {
'user_id': record.get('user_id'),
'timestamp': record.get('timestamp')
}
db.delete(TABLE_NAME, **pk_dict)
db.add(TABLE_NAME,
hash_key,
user_id,
range_key,
datetime.strftime(utc_time, HOURLY_TIMESTAMP_FORMAT),
hourly_count=request_count,
monthly_count=0)