# Pydantic vs MsgSpec

Libs used for benchmark:

- [pydantic 2.4.2](https://docs.pydantic.dev/latest/)
- [msgspec 0.18.4](https://jcristharif.com/msgspec/index.html)

## Usage

### Install virtual environment

```
poetry install
```

### Create test data

- Edit `benchmark/factories.py` and set `COLUMNS_COUNT` and `PLANOGRAMS_COUNT` to desired size.
- Uncomment `create_test_file(TEST_DATA_FILE)` line in main.py
- Run main.py

You can comment back this line after json test file is created.

### Run benchmark

```
python main.py
```

## Results

```
*** Running PydanticBenchmark
Finished in 10.781s
*** Running MsgSpecBenchmark
Finished in 1.725s
```

```
██████╗ ██╗   ██╗██████╗  █████╗ ███╗   ██╗████████╗██╗ ██████╗
██╔══██╗╚██╗ ██╔╝██╔══██╗██╔══██╗████╗  ██║╚══██╔══╝██║██╔════╝
██████╔╝ ╚████╔╝ ██║  ██║███████║██╔██╗ ██║   ██║   ██║██║
██╔═══╝   ╚██╔╝  ██║  ██║██╔══██║██║╚██╗██║   ██║   ██║██║
██║        ██║   ██████╔╝██║  ██║██║ ╚████║   ██║   ██║╚██████╗
╚═╝        ╚═╝   ╚═════╝ ╚═╝  ╚═╝╚═╝  ╚═══╝   ╚═╝   ╚═╝ ╚═════╝

██╗   ██╗ ██████╗ ██╗   ██╗    ███████╗██╗   ██╗ ██████╗██╗  ██╗    ██████╗  █████╗ ██╗     ██╗     ███████╗
╚██╗ ██╔╝██╔═══██╗██║   ██║    ██╔════╝██║   ██║██╔════╝██║ ██╔╝    ██╔══██╗██╔══██╗██║     ██║     ██╔════╝
 ╚████╔╝ ██║   ██║██║   ██║    ███████╗██║   ██║██║     █████╔╝     ██████╔╝███████║██║     ██║     ███████╗
  ╚██╔╝  ██║   ██║██║   ██║    ╚════██║██║   ██║██║     ██╔═██╗     ██╔══██╗██╔══██║██║     ██║     ╚════██║
   ██║   ╚██████╔╝╚██████╔╝    ███████║╚██████╔╝╚██████╗██║  ██╗    ██████╔╝██║  ██║███████╗███████╗███████║
   ╚═╝    ╚═════╝  ╚═════╝     ╚══════╝ ╚═════╝  ╚═════╝╚═╝  ╚═╝    ╚═════╝ ╚═╝  ╚═╝╚══════╝╚══════╝╚══════╝
```