A collection of Python-based 'connectors' that extract metadata from various sources to ingest into the Metaphor app.
Project description
Metaphor Connectors
This repository contains a collection of Python-based "connectors" that extract metadata from various sources to ingest into the Metaphor platform.
Installation
This package requires Python 3.7+ installed. You can verify the version on your system by running the following command,
python -V # or python3 on some systems
Once verified, you can install the package using pip,
pip install "metaphor-connectors[all]" # or pip3 on some systems
This will install all the connectors and required dependencies. You can also choose to install only a subset of the dependencies by installing the specific extra, e.g.
pip install "metaphor-connectors[snowflake]"
Similarly, you can also install the package using requirements.txt
or pyproject.toml
.
Connectors
Each connector is placed under its own directory under metaphor and extends the metaphor.common.BaseExtractor
class.
Connector Name | Metadata |
---|---|
airflow_plugin | Lineage |
bigquery | Schema, description, statistics, queries |
bigquery.lineage | Lineage |
bigquery.profile | Data profile |
dbt | dbt model, test, lineage |
dbt.cloud | dbt model, test, lineage |
fivetran | lineage |
glue | Schema, description |
looker | Looker view, explore, dashboard, lineage |
manual.data_quality | Data quality |
manual.governance | Ownership, tags, description |
manual.lineage | Lineage |
manual.metadata | Custom metadata |
metabase | Dashboard, lineage |
mssql | Schema |
mysql | Schema, description |
postgresql | Schema, description, statistics |
postgresql.profile | Data profile |
postgresql.usage | Usage |
power_bi | Dashboard, lineage |
redshift | Schema, description, statistics, queries |
redshift.lineage | Lineage |
redshift.profile | Data profile |
snowflake | Schema, description, statistics, queries |
snowflake.lineage | Lineage |
snowflake.profile | Data profile |
synapse | Schema, queries |
tableau | Dashboard, lineage |
thought_spot | Dashboard, lineage |
unity_catalog | Schema, description |
Development
See Development Environment for more instructions on how to setup your local development environment.
Custom Connectors
See Adding a Custom Connector for instructions and a full example on how to create your custom connectors.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for metaphor_connectors-0.11.135.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 248e7a6b8e1dddbe97fde42aa104e1198b7a242a7cae08b337e8513fbbfb8d4c |
|
MD5 | d89f844c0435baf73a5a203c5cc49d22 |
|
BLAKE2b-256 | d51a9ebf4fa44be1c145118402057295137347d837de463d1acb1513b577d434 |
Hashes for metaphor_connectors-0.11.135-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7e90e9daa3040069cd57cf9f748546f4b5c26048398bde17655f551d0dff8597 |
|
MD5 | bcab5917542b32e22b352ade38ec833d |
|
BLAKE2b-256 | 38959f6d6afe1da5ff4d53a53a6d471c904d2b9ed4cd04e75b20b44916011997 |