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
A selection of SQLite3 databases to practice querying from.

Dummy SQL Databases This is a collection of dummy SQLite3 databases, for learning and practicing SQL querying, generated with the VS Code extension Ge

1 Feb 26, 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
SAP HANA Connector in pure Python

SAP HANA Database Client for Python A pure Python client for the SAP HANA Database based on the SAP HANA Database SQL Command Network Protocol. pyhdb

SAP 299 Nov 20, 2022
A supercharged SQLite library for Python

SuperSQLite: a supercharged SQLite library for Python A feature-packed Python package and for utilizing SQLite in Python by Plasticity. It is intended

Plasticity 703 Dec 30, 2022
Anomaly detection on SQL data warehouses and databases

With CueObserve, you can run anomaly detection on data in your SQL data warehouses and databases. Getting Started Install via Docker docker run -p 300

Cuebook 171 Dec 18, 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
Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

AWS Data Wrangler Pandas on AWS Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretMana

Amazon Web Services - Labs 3.3k Dec 31, 2022
Python MYSQL CheatSheet.

Python MYSQL CheatSheet Python mysql cheatsheet. Install Required Windows(WAMP) Download and Install from HERE Linux(LAMP) install packages. sudo apt

Mohammad Dori 4 Jul 15, 2022
Apache Libcloud is a Python library which hides differences between different cloud provider APIs and allows you to manage different cloud resources through a unified and easy to use API

Apache Libcloud - a unified interface for the cloud Apache Libcloud is a Python library which hides differences between different cloud provider APIs

The Apache Software Foundation 1.9k Dec 25, 2022
Estoult - a Python toolkit for data mapping with an integrated query builder for SQL databases

Estoult Estoult is a Python toolkit for data mapping with an integrated query builder for SQL databases. It currently supports MySQL, PostgreSQL, and

halcyon[nouveau] 15 Dec 29, 2022
Baserow is an open source no-code database tool and Airtable alternative

Baserow is an open source no-code database tool and Airtable alternative

1.3k Jan 01, 2023
asyncio (PEP 3156) Redis support

aioredis asyncio (PEP 3156) Redis client library. Features hiredis parser Yes Pure-python parser Yes Low-level & High-level APIs Yes Connections Pool

aio-libs 2.2k Jan 04, 2023
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
Makes it easier to write raw SQL in Python.

CoolSQL Makes it easier to write raw SQL in Python. Usage Quick Start from coolsql import Field name = Field("name") age = Field("age") condition =

Aber 7 Aug 21, 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
Asynchronous Python client for InfluxDB

aioinflux Asynchronous Python client for InfluxDB. Built on top of aiohttp and asyncio. Aioinflux is an alternative to the official InfluxDB Python cl

Gustavo Bezerra 159 Dec 27, 2022
SAP HANA Connector in pure Python

SAP HANA Database Client for Python Important Notice This public repository is read-only and no longer maintained. The active maintained alternative i

SAP Archive 299 Nov 20, 2022
Python DBAPI simplified

Facata A Python library that provides a simplified alternative to DBAPI 2. It provides a facade in front of DBAPI 2 drivers. Table of Contents Install

Tony Locke 44 Nov 17, 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
Familiar asyncio ORM for python, built with relations in mind

Tortoise ORM Introduction Tortoise ORM is an easy-to-use asyncio ORM (Object Relational Mapper) inspired by Django. Tortoise ORM was build with relati

Tortoise 3.3k Dec 31, 2022