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https://github.com/meltano/squared

Where the Meltano team runs Meltano! Get it???
https://github.com/meltano/squared

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Where the Meltano team runs Meltano! Get it???

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README 

        
# Squared - Meltano for Meltano



This is the project the Meltano team uses to manage their Meltano instance. 



This project is used to process data for [MeltanoHub](https://hub.meltano.com/) and for internal metrics as defined in the [Handbook](https://handbook.meltano.com/data-team/). 



The primary maintainer is @pnadolny13. 

The primary slack channel for discussion is [#meltano-squared](https://meltano.slack.com/archives/C02GH7KNPAL).



## Why use Meltano to manage data at Meltano?

*"We don't just eat our own dog food, we embrace it! Meltano supercharges every part of our day-to-day work inside the data team."*



Our data team keeps on pushing the edge on use cases for [Meltano](https://docs.meltano.com/getting-started/meltano-at-a-glance), and utilizes all of the advanced features, including deployment to Kubernetes and CI/CD integrations. (All of which you can find in this repository)



We love our own Meltano because it allowed us to **start simple, provides DataOps out-of-the-box, integrates with everything, is easily customizable** (we do a lot of customizations), **it's a mature system and has first class ELT support** (our most important use case).



To get started with Meltano yourself, head over to the [Installation](https://docs.meltano.com/getting-started/installation), or if you already have Meltano installed, to [the Meltano Tutorial](https://docs.meltano.com/getting-started/part1). 



---



## Repo Plugins



These are all of the plugins that are currently being using in this repo.



Extractors:

- [Google Analytics](https://github.com/MeltanoLabs/tap-google-analytics)

- [Slack](https://github.com/MeltanoLabs/tap-slack)

- [GitLab](https://github.com/MeltanoLabs/tap-gitlab)

- [GitHub](https://github.com/MeltanoLabs/tap-github)

- [Snowflake](https://github.com/pnadolny13/pipelinewise-tap-snowflake)

- [Spreadsheets Anywhere](https://github.com/ets/tap-spreadsheets-anywhere)

- [MeltanoHub](https://github.com/AutoIDM/tap-meltanohub)



Mappers:

- [Meltano Map Transformer](https://github.com/MeltanoLabs/meltano-map-transform)



Loaders:

- [Snowflake](https://github.com/transferwise/pipelinewise-target-snowflake)

- [Yaml](https://github.com/MeltanoLabs/target-yaml)



Transformers:

- [dbt-snowflake](https://github.com/dbt-labs/dbt-core) -  Refer to the Squared [dbt README](./data/transform/README.md) for more detail on how its used in this repo.



Orchestrators:

- [Apache Airflow](https://github.com/apache/airflow/) -  Refer to the Squared [Airflow README](./data/orchestrate/README.md) for more detail on how its used in this repo. Visit [MeltanoHub](https://hub.meltano.com/orchestrators/airflow) for installation instructions.



Analyzers:

- [Apache Superset](https://github.com/apache/superset) - Refer to the Squared [Superset README](./data/analyze/README.md) for more detail on how its used in this repo. Visit [MeltanoHub](https://hub.meltano.com/utilities/superset) for installation instructions.



Utilities:

- [AWS CLI](https://github.com/aws/aws-cli) - Refer to the Squared [General README](./data/README.md) for more detail on how its used in this repo.

- [SqlFluff](https://github.com/sqlfluff/sqlfluff) - Refer to the Squared [General README](./data//README.md) for more detail on how its used in this repo. Visit [MeltanoHub](https://hub.meltano.com/utilities/sqlfluff) for installation instructions.

- [Great Expectations](https://github.com/great-expectations/great_expectations) - Refer to the Squared [Great Expectations README](./data/utilities/great_expectations/README.md) for more detail on how its used in this repo. Visit [MeltanoHub](https://hub.meltano.com/utilities/great_expectations) for installation instructions.

- [Permifrost](https://gitlab.com/gitlab-data/permifrost) - Refer to the Squared [Permifrost README](./data/utilities/permifrost/README.md) for more detail on how its used in this repo.



## Architectural Decision Records (ADR)



This Squared project makes use of ADR's to record architectural decisions roughly as [described by Michael Nygard](http://thinkrelevance.com/blog/2011/11/15/documenting-architecture-decisions). 

In a nutshell, these are used to document architectural decisions and to provide a record of the decisions made by the team and contributors in regard to the Squared project's architecture. These are held in [docs/adr](https://gitlab.com/meltano/squared/-/tree/master/docs/adr). 

To propose or add a new ADR, its simplest to create a new entry using [adr-tools](https://github.com/npryce/adr-tools), and then send a long a merge request for review.



```bash

brew install adr-tools

adr new 

```