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Use python for this. Whatever packags you wwant.
I have a graph. Each node has location label, and all nodes have edges between them.
import json | |
import uuid | |
from sqlalchemy import create_engine, Column, Integer, String, Float, Boolean, DateTime, ForeignKey | |
from sqlalchemy.orm import declarative_base, sessionmaker, relationship | |
from sqlalchemy.dialects.mssql import UNIQUEIDENTIFIER | |
from datetime import datetime | |
Base = declarative_base() | |
class Product(Base): |
import json | |
import re | |
def convert_json_schema_to_sql(schema: dict[str, any]) -> list[str]: | |
tables = [] | |
foreign_keys = [] | |
indexes = [] | |
definitions = schema.get('definitions', {}) | |
# Handle top-level properties |
import json | |
from pathlib import Path | |
from genson import SchemaBuilder | |
def generate_schema_from_files(directory): | |
builder = SchemaBuilder() | |
directory_path = Path(directory) | |
for file_path in directory_path.glob('*.json'): | |
with file_path.open('r') as f: |
SELECT | |
t.Category, | |
MIN(j.eventRecordedTime) AS MinEventTime, | |
MAX(j.eventRecordedTime) AS MaxEventTime, | |
AVG(j.someNumericValue) AS AvgValue | |
FROM | |
t | |
CROSS APPLY OPENJSON(CAST(CAST(t.message AS varchar(max)) AS nvarchar(max))) | |
WITH ( | |
eventRecordedTime datetime2 '$.eventRecordedTime', |
#Use explicit comparison in aggregation: | |
#Let's try using the aggregation framework with explicit type checking: | |
rom bson import Int64 | |
pipeline = [ | |
{ | |
"$match": { | |
"$expr": { | |
"$and": [ |
import motor.motor_asyncio | |
import asyncio | |
from typing import List, Dict, Any | |
import logging | |
from urllib.parse import quote_plus | |
from contextlib import asynccontextmanager | |
# Set up logging | |
logging.basicConfig(level=logging.INFO) | |
logger = logging.getLogger(__name__) |
import subprocess | |
from dynaconf import Dynaconf | |
from typing import Dict | |
from sqlalchemy import create_engine | |
from sqlalchemy.engine import Engine | |
import pandas as pd | |
# Assume get_keeper_secrets_by_title and query_to_pandas are defined elsewhere | |
# from your_module import get_keeper_secrets_by_title, query_to_pandas |
import json | |
import signal | |
import asyncio | |
from confluent_kafka import Consumer, KafkaError, Message | |
from fastavro import reader | |
import io | |
from sqlalchemy.ext.asyncio import create_async_engine, AsyncEngine | |
from sqlalchemy import Table, Column, Integer, TIMESTAMP, MetaData | |
from sqlalchemy.dialects.postgresql import JSONB | |
from sqlalchemy.exc import SQLAlchemyError |