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chore: rename package
- poetry lock required to update package name - related Makefile and licenses update to keep consistency (will be removed once the PyPi package is available) - modified compile_torch_model to only accept datasets with one input mypy error with better numpy typing hints appeared closes #1252
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# Compilation Pipeline In Depth
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## What is **concretefhe**?
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## What is **concrete-framework**?
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**concretefhe** is the python API of the **Concrete** framework for developing homomorphic applications.
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**concrete-framework** is the python API of the **Concrete** framework for developing homomorphic applications.
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One of its essential functionalities is to transform Python functions to their `MLIR` equivalent.
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Unfortunately, not all python functions can be converted due to the limits of current product (we are in the alpha stage), or sometimes due to inherent restrictions of FHE itself.
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However, you can already build interesting and impressing use cases, and more will be available in further versions of the framework.
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## Module structure
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In this section, we will discuss the module structure of **concretefhe** briefly. You are encouraged to check individual `.py` files to learn more!
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In this section, we will discuss the module structure of **concrete-framework** briefly. You are encouraged to check individual `.py` files to learn more!
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- concrete
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- common: types and utilities that can be used by multiple frontends (e.g., numpy, torch)
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# Contributing
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```{important}
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There are two ways to contribute to **concretefhe**:
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There are two ways to contribute to **concrete-framework**:
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- you can open issues to report bugs, typos and suggest ideas
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- you can ask to become an official contributor by emailing hello@zama.ai. Only approved contributors can send pull requests, so please make sure to get in touch before you do!
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```
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### Conformance
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Each commit to **concretefhe** should be conformant to the standards decided by the team. Conformance can be checked using the following command.
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Each commit to **concrete-framework** should be conformant to the standards decided by the team. Conformance can be checked using the following command.
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```shell
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make pcc
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# Project Setup
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```{note}
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It is strongly recommended to use the development docker (see the [docker](./docker.md) guide). However you can setup the project on bare macOS and Linux provided you install the required dependencies (check Dockerfile.concretefhe-env for the required binary packages like make).
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It is strongly recommended to use the development docker (see the [docker](./docker.md) guide). However you can setup the project on bare macOS and Linux provided you install the required dependencies (check Dockerfile.concrete-framework-env for the required binary packages like make).
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The project targets Python 3.8 through 3.10 inclusive.
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The project targets Python 3.8 through 3.9 inclusive.
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```
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## Installing Python
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**concretefhe** is a `Python` library, so `Python` should be installed to develop **concretefhe**. `v3.8`, `v3.9` and `v3.10` are the only supported versions.
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**concrete-framework** is a `Python` library, so `Python` should be installed to develop **concrete-framework**. `v3.8` and `v3.9` are the only supported versions.
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You can follow [this](https://realpython.com/installing-python/) guide to install it (alternatively you can google `how to install python 3.8 (or 3.9, 3.10)`).
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You can follow [this](https://realpython.com/installing-python/) guide to install it (alternatively you can google `how to install python 3.8 (or 3.9)`).
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## Installing Poetry
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## Cloning repository
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Now, it's time to get the source code of **concretefhe**. You can use the following command to do that.
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Now, it's time to get the source code of **concrete-framework**. You can use the following command to do that.
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```shell
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git clone https://github.com/zama-ai/concretefhe-internal.git
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git clone https://github.com/zama-ai/concrete-framework-internal.git
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```
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## Setting up environment on your host OS
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We are going to make use of virtual environments. This helps to keep the project isolated from other `Python` projects in the system. The following commands will create a new virtual environment under the project directory and install dependencies to it.
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```shell
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cd concretefhe-internal
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cd concrete-framework-internal
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make setup_env
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```
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## Release Candidate cycle
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Before settling for a final release, we go through a Release Candidate (RC) cycle. The idea is that once the code base and documentations look ready for a release you create an RC Release by opening an issue with the release template [here](https://github.com/zama-ai/concretefhe-internal/issues/new?assignees=&labels=&template=release.md), starting with version `vX.Y.Zrc1` and then with versions `vX.Y.Zrc2`, `vX.Y.Zrc3`...
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Before settling for a final release, we go through a Release Candidate (RC) cycle. The idea is that once the code base and documentations look ready for a release you create an RC Release by opening an issue with the release template [here](https://github.com/zama-ai/concrete-framework-internal/issues/new?assignees=&labels=&template=release.md), starting with version `vX.Y.Zrc1` and then with versions `vX.Y.Zrc2`, `vX.Y.Zrc3`...
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## Proper release
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Once the last RC is deemed ready, open an issue with the release template using the last RC version from which you remove the `rc?` part (i.e. `v12.67.19` if your last RC version was `v12.67.19-rc4`) on [github](https://github.com/zama-ai/concretefhe-internal/issues/new?assignees=&labels=&template=release.md).
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Once the last RC is deemed ready, open an issue with the release template using the last RC version from which you remove the `rc?` part (i.e. `v12.67.19` if your last RC version was `v12.67.19-rc4`) on [github](https://github.com/zama-ai/concrete-framework-internal/issues/new?assignees=&labels=&template=release.md).
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