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README.md

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## Core Features
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<img src="https://github.com/TobikoData/sqlmesh-public-assets/blob/main/vscode.gif?raw=true" alt="SQLMesh Plan Mode">
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<img src="https://github.com/SQLMesh/sqlmesh-public-assets/blob/main/vscode.gif?raw=true" alt="SQLMesh Plan Mode">
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> Get instant SQL impact and context of your changes, both in the CLI and in the [SQLMesh VSCode Extension](https://sqlmesh.readthedocs.io/en/latest/guides/vscode/?h=vs+cod)
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<details>
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<summary><b>Level Up Your SQL</b></summary>
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Write SQL in any dialect and SQLMesh will transpile it to your target SQL dialect on the fly before sending it to the warehouse.
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<img src="https://github.com/TobikoData/sqlmesh/blob/main/docs/readme/transpile_example.png?raw=true" alt="Transpile Example">
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<img src="https://github.com/SQLMesh/sqlmesh/blob/main/docs/readme/transpile_example.png?raw=true" alt="Transpile Example">
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</details>
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* Debug transformation errors *before* you run them in your warehouse in [10+ different SQL dialects](https://sqlmesh.readthedocs.io/en/stable/integrations/overview/#execution-engines)
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Together, we want to build data transformation without the waste. Connect with us in the following ways:
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* Join the [Tobiko Slack Community](https://tobikodata.com/slack) to ask questions, or just to say hi!
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* File an issue on our [GitHub](https://github.com/TobikoData/sqlmesh/issues/new)
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* File an issue on our [GitHub](https://github.com/SQLMesh/sqlmesh/issues/new)
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* Send us an email at [hello@tobikodata.com](mailto:hello@tobikodata.com) with your questions or feedback
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* Read our [blog](https://tobikodata.com/blog)
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docs/HOWTO.md

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If you don't have a copy of the repo on your machine, open a terminal and clone it into a `sqlmesh` directory by executing:
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``` bash
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git clone https://github.com/TobikoData/sqlmesh.git
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git clone https://github.com/SQLMesh/sqlmesh.git
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```
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And navigate to the directory:

docs/cloud/features/scheduler/hybrid_executors_docker_compose.md

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1. **Get docker-compose file**:
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Download the [docker-compose.yml](https://raw.githubusercontent.com/TobikoData/sqlmesh/refs/heads/main/docs/cloud/features/scheduler/scheduler/docker-compose.yml) and [.env.example](https://raw.githubusercontent.com/TobikoData/sqlmesh/refs/heads/main/docs/cloud/features/scheduler/scheduler/.env.example) files to a local directory.
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Download the [docker-compose.yml](https://raw.githubusercontent.com/SQLMesh/sqlmesh/refs/heads/main/docs/cloud/features/scheduler/scheduler/docker-compose.yml) and [.env.example](https://raw.githubusercontent.com/SQLMesh/sqlmesh/refs/heads/main/docs/cloud/features/scheduler/scheduler/.env.example) files to a local directory.
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2. **Create your environment file**:
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docs/concepts/macros/sqlmesh_macros.md

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Generics can be nested and are resolved recursively allowing for fairly robust type hinting.
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See examples of the coercion function in action in the test suite [here](https://github.com/TobikoData/sqlmesh/blob/main/tests/core/test_macros.py).
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See examples of the coercion function in action in the test suite [here](https://github.com/SQLMesh/sqlmesh/blob/main/tests/core/test_macros.py).
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#### Conclusion
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docs/development.md

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# Contribute to development
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SQLMesh is licensed under [Apache 2.0](https://github.com/TobikoData/sqlmesh/blob/main/LICENSE). We encourage community contribution and would love for you to get involved. The following document outlines the process to contribute to SQLMesh.
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SQLMesh is licensed under [Apache 2.0](https://github.com/SQLMesh/sqlmesh/blob/main/LICENSE). We encourage community contribution and would love for you to get involved. The following document outlines the process to contribute to SQLMesh.
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## Prerequisites
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docs/examples/incremental_time_full_walkthrough.md

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I leave the [effective date](../concepts/plans.md#effective-date) prompt blank because I do not want to reprocess historical data in `prod` - I only want to apply this new business logic going forward.
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However, I do want to preview the new business logic in my `dev` environment before pushing to `prod`. Because I have [configured SQLMesh to create previews](https://github.com/TobikoData/sqlmesh-demos/blob/e0e3899e173cf7b8447ae707402a9df59911d1c0/config.yaml#L42) for forward-only models in my `config.yaml` file, SQLMesh has created a temporary copy of the `prod` table in my `dev` environment, so I can test the new logic on historical data.
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However, I do want to preview the new business logic in my `dev` environment before pushing to `prod`. Because I have [configured SQLMesh to create previews](https://github.com/SQLMesh/sqlmesh-demos/blob/e0e3899e173cf7b8447ae707402a9df59911d1c0/config.yaml#L42) for forward-only models in my `config.yaml` file, SQLMesh has created a temporary copy of the `prod` table in my `dev` environment, so I can test the new logic on historical data.
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I specify the beginning of the preview's historical data window as `2024-10-27` in the preview start date prompt, and I specify the end of the window as now by leaving the preview end date prompt blank.
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docs/examples/overview.md

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## Projects
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SQLMesh example projects are stored in the [sqlmesh-examples Github repository](https://github.com/TobikoData/sqlmesh-examples). The repository's front page includes additional information about how to download the files and set up the projects.
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SQLMesh example projects are stored in the [sqlmesh-examples Github repository](https://github.com/SQLMesh/sqlmesh-examples). The repository's front page includes additional information about how to download the files and set up the projects.
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The two most comprehensive example projects use the SQLMesh `sushi` data, based on a fictional sushi restaurant. ("Tobiko" is the Japanese word for flying fish roe, commonly used in sushi.)
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The `sushi` data is described in an [overview notebook](https://github.com/TobikoData/sqlmesh-examples/blob/main/001_sushi/sushi-overview.ipynb) in the repository.
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The `sushi` data is described in an [overview notebook](https://github.com/SQLMesh/sqlmesh-examples/blob/main/001_sushi/sushi-overview.ipynb) in the repository.
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The example repository include two versions of the `sushi` project, at different levels of complexity:
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- The [`simple` project](https://github.com/TobikoData/sqlmesh-examples/tree/main/001_sushi/1_simple) contains four `VIEW` and one `SEED` model
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- The [`simple` project](https://github.com/SQLMesh/sqlmesh-examples/tree/main/001_sushi/1_simple) contains four `VIEW` and one `SEED` model
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- The `VIEW` model kind refreshes every run, making it easy to reason about SQLMesh's behavior
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- The [`moderate` project](https://github.com/TobikoData/sqlmesh-examples/tree/main/001_sushi/2_moderate) contains five `INCREMENTAL_BY_TIME_RANGE`, one `FULL`, one `VIEW`, and one `SEED` model
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- The [`moderate` project](https://github.com/SQLMesh/sqlmesh-examples/tree/main/001_sushi/2_moderate) contains five `INCREMENTAL_BY_TIME_RANGE`, one `FULL`, one `VIEW`, and one `SEED` model
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- The incremental models allow you to observe how and when new data is transformed by SQLMesh
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docs/guides/custom_materializations.md

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- Be written in Python code
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- Be a Python class that inherits the SQLMesh `CustomMaterialization` base class
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- Use or override the `insert` method from the SQLMesh [`MaterializableStrategy`](https://github.com/TobikoData/sqlmesh/blob/034476e7f64d261860fd630c3ac56d8a9c9f3e3a/sqlmesh/core/snapshot/evaluator.py#L1146) class/subclasses
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- Use or override the `insert` method from the SQLMesh [`MaterializableStrategy`](https://github.com/SQLMesh/sqlmesh/blob/034476e7f64d261860fd630c3ac56d8a9c9f3e3a/sqlmesh/core/snapshot/evaluator.py#L1146) class/subclasses
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- Be loaded or imported by SQLMesh at runtime
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- Use or override methods from the SQLMesh [`MaterializableStrategy`](https://github.com/TobikoData/sqlmesh/blob/034476e7f64d261860fd630c3ac56d8a9c9f3e3a/sqlmesh/core/snapshot/evaluator.py#L1146) class/subclasses
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- Use or override methods from the SQLMesh [`EngineAdapter`](https://github.com/TobikoData/sqlmesh/blob/034476e7f64d261860fd630c3ac56d8a9c9f3e3a/sqlmesh/core/engine_adapter/base.py#L67) class/subclasses
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- Use or override methods from the SQLMesh [`MaterializableStrategy`](https://github.com/SQLMesh/sqlmesh/blob/034476e7f64d261860fd630c3ac56d8a9c9f3e3a/sqlmesh/core/snapshot/evaluator.py#L1146) class/subclasses
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- Use or override methods from the SQLMesh [`EngineAdapter`](https://github.com/SQLMesh/sqlmesh/blob/034476e7f64d261860fd630c3ac56d8a9c9f3e3a/sqlmesh/core/engine_adapter/base.py#L67) class/subclasses
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- Execute arbitrary SQL code and fetch results with the engine adapter `execute` and related methods
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# Example existing materialization for look and feel: https://github.com/SQLMesh/sqlmesh/blob/main/sqlmesh/core/snapshot/evaluator.py
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Refer to the SQLMesh Github [custom_materializations](https://github.com/SQLMesh/sqlmesh/tree/main/examples/custom_materializations) example for more details on Python packaging.

docs/guides/linter.md

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Rules are defined in Python. Each rule is an individual Python class that inherits from SQLMesh's `Rule` base class and defines the logic for validating a pattern.
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We display a portion of the `Rule` base class's code below ([full source code](https://github.com/TobikoData/sqlmesh/blob/main/sqlmesh/core/linter/rule.py)). Its methods and properties illustrate the most important components of the subclassed rules you define.
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We display a portion of the `Rule` base class's code below ([full source code](https://github.com/SQLMesh/sqlmesh/blob/main/sqlmesh/core/linter/rule.py)). Its methods and properties illustrate the most important components of the subclassed rules you define.
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Each rule class you create has four vital components:
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docs/guides/model_selection.md

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We now demonstrate the use of `--select-model` and `--backfill-model` with the SQLMesh `sushi` example project, available in the `examples/sushi` directory of the [SQLMesh Github repository](https://github.com/SQLMesh/sqlmesh).
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### sushi
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