Automated Action 4730c37915 Implement comprehensive transaction fraud monitoring API
- Created FastAPI application with transaction ingestion endpoints
- Built dynamic rule engine supporting velocity checks and aggregations
- Implemented real-time and batch screening capabilities
- Added rule management with versioning and rollback functionality
- Created comprehensive audit and reporting endpoints with pagination
- Set up SQLite database with proper migrations using Alembic
- Added intelligent caching for aggregate computations
- Included extensive API documentation and example rule definitions
- Configured CORS, health endpoints, and proper error handling
- Added support for time-windowed aggregations (sum, count, avg, max, min)
- Built background processing for high-volume batch screening
- Implemented field-agnostic rule conditions with flexible operators

Features include transaction ingestion, rule CRUD operations, real-time screening,
batch processing, aggregation computations, and comprehensive reporting capabilities
suitable for fintech fraud monitoring systems.
2025-06-27 16:00:48 +00:00

51 lines
1.2 KiB
Python

from logging.config import fileConfig
from sqlalchemy import engine_from_config
from sqlalchemy import pool
from alembic import context
import sys
import os
sys.path.append(os.path.dirname(os.path.dirname(__file__)))
from app.db.base import Base
config = context.config
if config.config_file_name is not None:
fileConfig(config.config_file_name)
target_metadata = Base.metadata
def run_migrations_offline() -> None:
url = config.get_main_option("sqlalchemy.url")
context.configure(
url=url,
target_metadata=target_metadata,
literal_binds=True,
dialect_opts={"paramstyle": "named"},
)
with context.begin_transaction():
context.run_migrations()
def run_migrations_online() -> None:
connectable = engine_from_config(
config.get_section(config.config_ini_section),
prefix="sqlalchemy.",
poolclass=pool.NullPool,
)
with connectable.connect() as connection:
context.configure(
connection=connection, target_metadata=target_metadata
)
with context.begin_transaction():
context.run_migrations()
if context.is_offline_mode():
run_migrations_offline()
else:
run_migrations_online()