Python script to clone SQL dashboard from one workspace to another

Overview

Databricks dashboard clone

Unofficial project to allow Databricks SQL dashboard copy from one workspace to another.

Resource clone

Setup:

Create a file named config.json and put your credential. You need to define the source (where the resources will be copied from) and a list of targets (where the resources will be cloned).

{
  "source": {
    "url": "https://xxxxx.cloud.databricks.com",
    "token": "xxxxxxx",
    "dashboard_tags": ["field_demos"] /* Dashboards having any of these tags matching will be deleted from target and cloned */
  },
  "delete_target_dashboards": true, /* This will erase the dashboard in the targets having the same tags. If false, won't do anything. */
  "targets": [
    {
      "url": "https:/xxxxxxx.cloud.databricks.com",
      "token": "xxxxxxx",
      "data_source_id": "xxxxxxxx-xxxx-xxxx-xxxx-a24894da3eaa"
    },
    {
      "url": "https://xxxxxxx.azuredatabricks.net",
      "token": "xxxxxxx",
      "data_source_id": "xxxxxxxx-xxxx-xxxx-xxxx-025befd8b98d"
    }
  ]
}

data_source_id is required and is the ID of the data source we'll attach to the queries/dashboard. This is NOT the endpoint ID that you can find in the URL

To find your data_source_id on each target workspace:

  • open your browser, edit an existing DBSQL query.
  • Assign the query to the SQL endpoint you want to be using
  • Open the javascript console=>Network=>Filter on Fetch/XHR.
  • Click on the "Save" button of the DBSQL Query
  • Open the corresponding Js query in the console
    • click on the request "Preview"
    • search for data_source_id. That's the value you need to get

Run:

Run the clone_resources.py script to clone all the ressources

Dashboard update

Currently updates aren't supported, only delete & recreate. See "Handling state" for more details.

Custom clone

The clone utilities use a Client to identify source & target. Check client.py for more details.

Handling state

A state file will be used to synch data. It contains a link between the original dashboard ID / Query / Visualization and the one cloned.

In a next release this will be used to update the dashboard when already existing in the state instead of deleting it (to preserve dashboard ID and avoid breaking links).

Custom Dashboard clone

Dashboard cloning is available in copy_dashboard.py.

By default, copy_dashboard.delete_and_clone_dashboards_with_tags(source_client, dest_client, tags) performs a DELETE on the tags matching in the target and re-create everything. It's not an UPDATE.

It will first DELETE all the dashboard in the dest with the given tags, and then clone the dashboard from the source.

If you need to copy without deleting, set delete_target_dashboards to true.

Owner
Quentin Ambard
Quentin Ambard
aiosql - Simple SQL in Python

aiosql - Simple SQL in Python SQL is code. Write it, version control it, comment it, and run it using files. Writing your SQL code in Python programs

Will Vaughn 1.1k Jan 08, 2023
Python cluster client for the official redis cluster. Redis 3.0+.

redis-py-cluster This client provides a client for redis cluster that was added in redis 3.0. This project is a port of redis-rb-cluster by antirez, w

Grokzen 1.1k Jan 05, 2023
PostgreSQL database access simplified

Queries: PostgreSQL Simplified Queries is a BSD licensed opinionated wrapper of the psycopg2 library for interacting with PostgreSQL. The popular psyc

Gavin M. Roy 251 Oct 25, 2022
Kafka Connect JDBC Docker Image.

kafka-connect-jdbc This is a dockerized version of the Confluent JDBC database connector. Usage This image is running the connect-standalone command w

Marc Horlacher 1 Jan 05, 2022
A CRUD and REST api with mongodb atlas.

Movies_api A CRUD and REST api with mongodb atlas. Setup First import all the python dependencies in your virtual environment or globally by the follo

Pratyush Kongalla 0 Nov 09, 2022
PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.

PyPika - Python Query Builder Abstract What is PyPika? PyPika is a Python API for building SQL queries. The motivation behind PyPika is to provide a s

KAYAK 1.9k Jan 04, 2023
Generate database table diagram from SQL data definition.

sql2diagram Generate database table diagram from SQL data definition. e.g. "CREATE TABLE ..." See Example below How does it works? Analyze the SQL to

django-cas-ng 1 Feb 08, 2022
A pythonic interface to Amazon's DynamoDB

PynamoDB A Pythonic interface for Amazon's DynamoDB. DynamoDB is a great NoSQL service provided by Amazon, but the API is verbose. PynamoDB presents y

2.1k Dec 30, 2022
Import entity definition document into SQLie3. Manage the entity. Also, create a "Create Table SQL file".

EntityDocumentMaker Version 1.00 After importing the entity definition (Excel file), store the data in sqlite3. エンティティ定義(Excelファイル)をインポートした後、データをsqlit

G-jon FujiYama 1 Jan 09, 2022
A simple python package that perform SQL Server Source Control and Auto Deployment.

deploydb Deploy your database objects automatically when the git branch is updated. Production-ready! ⚙️ Easy-to-use 🔨 Customizable 🔧 Installation I

Mert Güvençli 10 Dec 07, 2022
A Python library for Cloudant and CouchDB

Cloudant Python Client This is the official Cloudant library for Python. Installation and Usage Getting Started API Reference Related Documentation De

Cloudant 162 Dec 19, 2022
This repository is for active development of the Azure SDK for Python.

Azure SDK for Python This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public

Microsoft Azure 3.4k Jan 02, 2023
ClickHouse Python Driver with native interface support

ClickHouse Python Driver ClickHouse Python Driver with native (TCP) interface support. Asynchronous wrapper is available here: https://github.com/myma

Marilyn System 957 Dec 30, 2022
Redis Python Client

redis-py The Python interface to the Redis key-value store. Python 2 Compatibility Note redis-py 3.5.x will be the last version of redis-py that suppo

Andy McCurdy 11k Dec 29, 2022
Application which allows you to make PostgreSQL databases with Python

Automate PostgreSQL Databases with Python Application which allows you to make PostgreSQL databases with Python I used the psycopg2 library which is u

Marc-Alistair Coffi 0 Dec 31, 2021
Sample code to extract data directly from the NetApp AIQUM MySQL Database

This sample code shows how to connect to the AIQUM Database and pull user quota details from it. AIQUM Requirements: 1. AIQUM 9.7 or higher. 2. An

1 Nov 08, 2021
Py2neo is a comprehensive toolkit for working with Neo4j from within Python applications or from the command line.

Py2neo Py2neo is a client library and toolkit for working with Neo4j from within Python applications and from the command line. The library supports b

Nigel Small 1.2k Jan 02, 2023
Amazon S3 Transfer Manager for Python

s3transfer - An Amazon S3 Transfer Manager for Python S3transfer is a Python library for managing Amazon S3 transfers. Note This project is not curren

the boto project 158 Jan 07, 2023
New generation PostgreSQL database adapter for the Python programming language

Psycopg 3 -- PostgreSQL database adapter for Python Psycopg 3 is a modern implementation of a PostgreSQL adapter for Python. Installation Quick versio

The Psycopg Team 880 Jan 08, 2023
AWS SDK for Python

Boto3 - The AWS SDK for Python Boto3 is the Amazon Web Services (AWS) Software Development Kit (SDK) for Python, which allows Python developers to wri

the boto project 7.8k Jan 04, 2023