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Project description
NocoDB Updater Library
A Python library for synchronizing data with NocoDB.
Features
- Synchronize data from external sources to NocoDB tables
- Support for custom data mapping
- Automatic handling of record creation and updates
- Link records between tables based on relationships in external data
- Support for both v1 and v2 NocoDB API versions
Installation
pip install shops-nocodb-updater
For development:
pip install -e .
Usage
Basic Usage
import asyncio
from shops_nocodb_updater import NocodbClient, synchronize_records
async def main():
# Initialize the client
client = NocodbClient(
nocodb_host="https://your-nocodb-instance.com",
api_key="your-api-key",
project_id="your-project-id",
api_version="v1" # or "v2" for newer NocoDB instances
)
# Sync data to a table
data = [
{"id": "1", "name": "Item 1", "price": 10.99},
{"id": "2", "name": "Item 2", "price": 20.99}
]
# Sync the data
id_map = await synchronize_records(
client,
"your-table-id",
data,
external_id_field="external_id"
)
print(f"Synchronized {len(id_map)} records")
if __name__ == "__main__":
asyncio.run(main())
Using Models
import asyncio
from pydantic import BaseModel
from typing import Optional
from shops_nocodb_updater import NocodbClient
# Define your models
class Product(BaseModel):
__tableid__ = "your-product-table-id"
__external_id_field__ = "external_id"
id: str
name: str
price: float
description: Optional[str] = None
@staticmethod
def __mapper__(data: dict) -> dict:
"""Map product data to NocoDB format"""
return {
"name": data.get("name", ""),
"price": data.get("price", 0),
"description": data.get("description", "")
}
async def main():
# Initialize the client
client = NocodbClient(
nocodb_host="https://your-nocodb-instance.com",
api_key="your-api-key",
project_id="your-project-id"
)
# Your data
products_data = [
{"id": "1", "name": "Product 1", "price": 10.99},
{"id": "2", "name": "Product 2", "price": 20.99}
]
# Sync products
product_id_map = await client.sync_records(Product, products_data)
print(f"Synchronized {len(product_id_map)} products")
if __name__ == "__main__":
asyncio.run(main())
Linking Records
import asyncio
from pydantic import BaseModel
from typing import Optional
from shops_nocodb_updater import NocodbClient
# Define your models
class Category(BaseModel):
__tableid__ = "your-category-table-id"
__external_id_field__ = "external_id"
id: str
name: str
class Product(BaseModel):
__tableid__ = "your-product-table-id"
__external_id_field__ = "external_id"
id: str
name: str
category_id: str
async def main():
# Initialize the client
client = NocodbClient(
nocodb_host="https://your-nocodb-instance.com",
api_key="your-api-key",
project_id="your-project-id"
)
# Your data
categories_data = [
{"id": "cat1", "name": "Category 1"},
{"id": "cat2", "name": "Category 2"}
]
products_data = [
{"id": "prod1", "name": "Product 1", "category_id": "cat1"},
{"id": "prod2", "name": "Product 2", "category_id": "cat2"}
]
# Sync categories and products
category_id_map = await client.sync_records(Category, categories_data)
product_id_map = await client.sync_records(Product, products_data)
# Link products to categories
await client.link_synced_records(
model=Product,
link_column="Category", # The column name in NocoDB that links to categories
target_model=Category,
external_data=products_data,
source_id_map=product_id_map,
target_id_map=category_id_map,
link_field="category_id" # The field in products_data that contains the category ID
)
print("Sync and linking completed")
if __name__ == "__main__":
asyncio.run(main())
API Version Support
This library supports both v1 and v2 of the NocoDB API:
- v1 API: Used in older NocoDB instances (default)
- v2 API: Used in newer NocoDB instances
You can specify the API version when initializing the client:
client = NocodbClient(
nocodb_host="https://your-nocodb-instance.com",
api_key="your-api-key",
project_id="your-project-id",
api_version="v2" # Use "v1" for older instances
)
Examples
See the examples directory for more detailed examples:
examples/all_in_one_sync.py: Complete example of syncing categories and products and linking them togetherexamples/real_sync/data/: Contains sample JSON data for testing
License
MIT
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