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
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
The JavaScript Database, for Node.js, nw.js, electron and the browser

The JavaScript Database Embedded persistent or in memory database for Node.js, nw.js, Electron and browsers, 100% JavaScript, no binary dependency. AP

Louis Chatriot 13.2k Jan 02, 2023
SQL for Humans™

Records: SQL for Humans™ Records is a very simple, but powerful, library for making raw SQL queries to most relational databases. Just write SQL. No b

Ken Reitz 6.9k Jan 03, 2023
Py2neo is a client library and toolkit for working with Neo4j from within Python

Py2neo Py2neo is a client library and toolkit for working with Neo4j from within Python applications. The library supports both Bolt and HTTP and prov

py2neo.org 1.2k Jan 02, 2023
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

Redash is designed to enable anyone, regardless of the level of technical sophistication, to harness the power of data big and small. SQL users levera

Redash 22.4k Dec 30, 2022
A Python wheel containing PostgreSQL

postgresql-wheel A Python wheel for Linux containing a complete, self-contained, locally installable PostgreSQL database server. All servers run as th

Michel Pelletier 71 Nov 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
Google Cloud Client Library for Python

Google Cloud Python Client Python idiomatic clients for Google Cloud Platform services. Stability levels The development status classifier on PyPI ind

Google APIs 4.1k Jan 01, 2023
GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.

GINO - GINO Is Not ORM - is a lightweight asynchronous ORM built on top of SQLAlchemy core for Python asyncio. GINO 1.0 supports only PostgreSQL with

GINO Community 2.5k Dec 29, 2022
A library for python made by me,to make the use of MySQL easier and more pythonic

my_ezql A library for python made by me,to make the use of MySQL easier and more pythonic This library was made by Tony Hasson , a 25 year old student

3 Nov 19, 2021
Creating a python package to convert /transfer excelsheet data to a mysql Database Table

Creating a python package to convert /transfer excelsheet data to a mysql Database Table

Odiwuor Lameck 1 Jan 07, 2022
MySQL Operator for Kubernetes

MySQL Operator for Kubernetes The MYSQL Operator for Kubernetes is an Operator for Kubernetes managing MySQL InnoDB Cluster setups inside a Kubernetes

MySQL 462 Dec 24, 2022
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
Simple DDL Parser to parse SQL (HQL, TSQL, AWS Redshift, Snowflake and other dialects) ddl files to json/python dict with full information about columns: types, defaults, primary keys, etc.

Simple DDL Parser Build with ply (lex & yacc in python). A lot of samples in 'tests/. Is it Stable? Yes, library already has about 5000+ usage per day

Iuliia Volkova 95 Jan 05, 2023
SQL queries to collections

SQC SQL Queries to Collections Examples from sqc import sqc data = [ {"a": 1, "b": 1}, {"a": 2, "b": 1}, {"a": 3, "b": 2}, ] Simple filte

Alexander Volkovsky 0 Jul 06, 2022
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
An extension package of 🤗 Datasets that provides support for executing arbitrary SQL queries on HF datasets

datasets_sql A 🤗 Datasets extension package that provides support for executing arbitrary SQL queries on HF datasets. It uses DuckDB as a SQL engine

Mario Šaško 19 Dec 15, 2022
A simple password manager I typed with python using MongoDB .

Python with MongoDB A simple python code example using MongoDB. How do i run this code • First of all you need to have a python on your computer. If y

31 Dec 06, 2022
sync/async MongoDB ODM, yes.

μMongo: sync/async ODM μMongo is a Python MongoDB ODM. It inception comes from two needs: the lack of async ODM and the difficulty to do document (un)

Scille 428 Dec 29, 2022
Tool for synchronizing clickhouse clusters

clicksync Tool for synchronizing clickhouse clusters works only with partitioned MergeTree tables can sync clusters with different node number uses in

Alexander Rumyantsev 1 Nov 30, 2021