# pyoxipng
[](https://github.com/nfrasser/pyoxipng/actions/workflows/CI.yml)
[](https://pypi.org/project/pyoxipng/)
Python wrapper for multithreaded .png image file optimizer
[oxipng](https://github.com/shssoichiro/oxipng) (written in Rust). Use
`pyoxipng` to reduce the file size of your PNG images.
Jump to a section
- [Installation](#installation)
- [API](#api)
- [optimize](#oxipngoptimizeinput-outputnone-kwargs)
- [optimize_from_memory](#oxipngoptimize_from_memorydata-kwargs)
- [RawImage](#oxipngrawimage)
- [Options](#options)
- [filter](#filter)
- [interlace](#interlace)
- [strip](#strip)
- [deflate](#deflate)
- [Development](#development)
- [License](#license)
## Installation
Install from PyPI:
```sh
pip install pyoxipng
```
Import in your Python code:
```py
import oxipng
```
## API
### oxipng.optimize(input, output=None, \*\*kwargs)
Optimize a file on disk.
**Parameters**:
- **input** _(str | bytes | PathLike)_ – path to input file to optimize
- **output** _(str | bytes | PathLike, optional)_ – path to optimized output result file. If not specified, overwrites input. Defaults to None
- **\*\*kwargs** – [Options](#options)
**Returns**
- None
**Raises**
- **oxipng.PngError** – optimization could not be completed
**Examples:**
Optimize a file on disk and overwrite
```py
oxipng.optimize("/path/to/image.png")
```
Optimize a file and save to a new location:
```py
oxipng.optimize("/path/to/image.png", "/path/to/image-optimized.png")
```
### oxipng.optimize_from_memory(data, \*\*kwargs)
Optimize raw data from a PNG file loaded in Python as a `bytes` object:
**Parameters**:
- **data** _(bytes)_ – raw PNG data to optimize
- **\*\*kwargs** – [Options](#options)
**Returns**
- _(bytes)_ – optimized raw PNG data
**Raises**
- **oxipng.PngError** – optimization could not be completed
**Examples:**
```py
data = ... # bytes of png data
optimized_data = oxipng.optimize_from_memory(data)
with open("/path/to/image-optimized.png", "wb") as f:
f.write(optimized_data)
```
### oxipng.RawImage
Create an optimized PNG file from raw image data:
```python
raw = oxipng.RawImage(data, width, height)
optimized_data = raw.create_optimized_png()
```
By default, assumes the input data is 8-bit, row-major RGBA, where every 4 bytes represents one pixel with Red-Green-Blue-Alpha channels. To interpret non-RGBA data, specify a `color_type` parameter with the `oxipng.ColorType` class:
| Method | Description |
| ------------------------------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------- |
| `oxipng.ColorType.grayscale(int \| None)` | Grayscale, with one color channel. Specify optional shade of gray that should be rendered as transparent. |
| `oxipng.ColorType.rgb(tuple[int, int, int])` | RGB, with three color channels. Specify optional color value that should be rendered as transparent. |
| `oxipng.ColorType.indexed(list[[tuple[int, int, int, int]])` | Indexed, with one byte per pixel representing a color from the palette. Specify palette containing the colors used, up to 256 entries. |
| `oxipng.ColorType.grayscale_alpha()` | Grayscale + Alpha, with two color channels. |
| `oxipng.ColorType.rgba()` | RGBA, with four color channels. |
**Parameters:**
- **data** _(bytes | bytearray)_ – Raw image data bytes. Format depends on `color_type` and `bit_depth` parameters
- **width** _(int)_ – Width of raw image, in pixels
- **height** _(int)_ – Height of raw image, in pixels
- **color_type** _([oxipng.ColorType, optional)_ – Descriptor for color type used to represent this image. Optional, defaults to `oxipng.ColorType.rgba()`
- **bit_depth** _(int, optional)_ – Bit depth of raw image. Optional, defaults to 8
**Examples:**
Save RGB image data from a JPEG file, interpreting black pixels as transparent.
```python
from PIL import Image
import numpy as np
# Load an image file with Pillow
jpg = Image.open("/path/to/image.jpg")
# Convert to RGB numpy array
rgb_array = np.array(jpg.convert("RGB"), dtype=np.uint8)
height, width, channels = rgb_array.shape
# Create raw image with sRGB color profile
data = rgb_array.tobytes()
color_type = oxipng.ColorType.rgb((0, 0, 0)) # black is transparent
raw = oxipng.RawImage(data, width, height, color_type=color_type)
raw.add_png_chunk(b"sRGB", b"\0")
# Optimize and save
optimized = raw.create_optimized_png(level=6)
with open("/path/to/image/optimized.png", "wb") as f:
f.write(optimized)
```
Save with data where bytes reference a color palette
```python
data = b"\0\1\2..." # get index data
palette = [[0, 0, 0, 255], [1, 23, 234, 255], ...]
color_type = oxipng.ColorType.indexed(palette)
raw = oxipng.RawImage(data, 100, 100, color_type=color_type)
optimized = raw.create_optimized_png()
```
**Methods:**
#### add_png_chunk(name, data)
Add a png chunk, such as `b"iTXt"`, to be included in the output
**Parameters:**
- **name** _(bytes)_ – PNG chunk identifier
- **data** _(bytes | bytarray)_
**Returns:**
- None
#### add_icc_profile(data)
Add an ICC profile for the image
**Parameters:**
- **data** _(bytes)_ – ICC profile data
**Returns:**
- None
#### create_optimized_png(\*\*kwargs)
Create an optimized png from the raw image data using the options provided
**Parameters:**
- **\*\*kwargs** – [Options](#options)
**Returns:**
- _(bytes)_ optimized PNG image data
## Options
`optimize` , `optimize_from_memory` and `RawImage.create_optimized_png` accept the following options as keyword arguments.
**Example:**
```py
oxipng.optimize("/path/to/image.png", level=6, fix_errors=True, interlace=oxipng.Interlacing.Adam7)
```
| Option | Description | Type | Default |
| ---------------------- | --------------------------------------------------------------------------------------------------------------------------------- | --------------------------------- | ------------------------- |
| `level` | Set the optimization level to an integer between 0 and 6 (inclusive) | int | `2` |
| `fix_errors` | Attempt to fix errors when decoding the input file rather than throwing `PngError` | bool | `False` |
| `force` | Write to output even if there was no improvement in compression | bool | `False` |
| `filter` | Which filters to try on the file. Use Use enum values from `oxipng.RowFilter` | Sequence[[RowFilter](#filter)] | `[RowFilter.NoOp]` |
| `interlace` | Whether to change the interlacing type of the file. `None` will not change current interlacing type | [Interlacing](#interlace) \| None | `None` |
| `optimize_alpha` | Whether to allow transparent pixels to be altered to improve compression | bool | `False` |
| `bit_depth_reduction` | Whether to attempt bit depth reduction | bool | `True` |
| `color_type_reduction` | Whether to attempt color type reduction | bool | `True` |
| `palette_reduction` | Whether to attempt palette reduction | bool | `True` |
| `grayscale_reduction` | Whether to attempt grayscale reduction | bool | `True` |
| `idat_recoding` | If any type of reduction is performed, IDAT recoding will be performed regardless of this setting | bool | `True` |
| `scale_16` | Whether to forcibly reduce 16-bit to 8-bit by scaling | bool | `False` |
| `strip` | Which headers to strip from the PNG file, if any. Specify with `oxipng.StripChunks` | [StripChunks](#strip) | `StripChunks.none()` |
| `deflate` | Which DEFLATE algorithm to use. Specify with `oxipng.Deflaters` | [Deflaters](#deflate) | `Deflaters.libdeflater()` |
| `fast_evaluation` | Whether to use fast evaluation to pick the best filter | bool | `False` |
| `timeout` | Maximum amount of time to spend (in seconds) on optimizations. Further potential optimizations skipped if the timeout is exceeded | float \| None | `None` |
### filter
Initialize a `filter` list or tuple with any of the following `oxipng.RowFilter` enum options:
- `oxipng.RowFilter.NoOp`
- `oxipng.RowFilter.Sub`
- `oxipng.RowFilter.Up`
- `oxipng.RowFilter.Average`
- `oxipng.RowFilter.Paeth`
- `oxipng.RowFilter.Bigrams`
- `oxipng.RowFilter.BigEnt`
- `oxipng.RowFilter.Brute`
### interlace
Set `interlace` to `None` to keep existing interlacing or to one of following `oxipng.Interlacing` enum options:
- `oxipng.Interlacing.Off` (interlace disabled)
- `oxipng.Interlacing.Adam7` (interlace enabled)
### strip
Initialize the `strip` option with one of the following static methods in the
`oxipng.StripChunks` class.
| Method | Description |
| ------------------------------------------- | ------------------------------------------------------------------------------------------- |
| `oxipng.StripChunks.none()` | None |
| `oxipng.StripChunks.strip(Sequence[bytes])` | Strip chunks specified in the given list |
| `oxipng.StripChunks.safe()` | Strip chunks that won't affect rendering (all but cICP, iCCP, sRGB, pHYs, acTL, fcTL, fdAT) |
| `oxipng.StripChunks.keep(Sequence[bytes])` | Strip all non-critical chunks except those in the given list |
| `oxipng.StripChunks.all()` | Strip all non-critical chunks |
### deflate
Initialize the `deflate` option with one of the following static methods in the
`oxipng.Deflaters` class.
| Method | Description |
| ----------------------------------- | ---------------------------------------------------------- |
| `oxipng.Deflaters.libdeflater(int)` | Libdeflater with compression level [0-12] |
| `oxipng.Deflaters.zopfli(int)` | Zopfli with number of compression iterations to do [1-255] |
## Development
1. Install [Rust](https://www.rust-lang.org/tools/install)
1. Install [Python 3.8+](https://www.python.org/downloads/)
1. Install [Pipenv](https://pipenv.pypa.io/en/latest/)
1. Clone this repository and navigate to it via command line
```sh
git clone https://github.com/nfrasser/pyoxipng.git
cd pyoxipng
```
1. Install dependencies
```sh
pipenv install --dev
```
1. Activate the dev environment
```
pipenv shell
```
1. Build
```sh
maturin develop
```
1. Run tests
```
pytest
```
1. Format code
```
ruff check .
ruff format .
```
## License
MIT
Raw data
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"description": "# pyoxipng\n\n[](https://github.com/nfrasser/pyoxipng/actions/workflows/CI.yml)\n[](https://pypi.org/project/pyoxipng/)\n\nPython wrapper for multithreaded .png image file optimizer\n[oxipng](https://github.com/shssoichiro/oxipng) (written in Rust). Use\n`pyoxipng` to reduce the file size of your PNG images.\n\nJump to a section\n\n- [Installation](#installation)\n- [API](#api)\n\n - [optimize](#oxipngoptimizeinput-outputnone-kwargs)\n - [optimize_from_memory](#oxipngoptimize_from_memorydata-kwargs)\n - [RawImage](#oxipngrawimage)\n\n- [Options](#options)\n - [filter](#filter)\n - [interlace](#interlace)\n - [strip](#strip)\n - [deflate](#deflate)\n- [Development](#development)\n- [License](#license)\n\n## Installation\n\nInstall from PyPI:\n\n```sh\npip install pyoxipng\n```\n\nImport in your Python code:\n\n```py\nimport oxipng\n```\n\n## API\n\n### oxipng.optimize(input, output=None, \\*\\*kwargs)\n\nOptimize a file on disk.\n\n**Parameters**:\n\n- **input** _(str | bytes | PathLike)_ \u2013 path to input file to optimize\n- **output** _(str | bytes | PathLike, optional)_ \u2013 path to optimized output result file. If not specified, overwrites input. Defaults to None\n- **\\*\\*kwargs** \u2013 [Options](#options)\n\n**Returns**\n\n- None\n\n**Raises**\n\n- **oxipng.PngError** \u2013 optimization could not be completed\n\n**Examples:**\n\nOptimize a file on disk and overwrite\n\n```py\noxipng.optimize(\"/path/to/image.png\")\n```\n\nOptimize a file and save to a new location:\n\n```py\noxipng.optimize(\"/path/to/image.png\", \"/path/to/image-optimized.png\")\n```\n\n### oxipng.optimize_from_memory(data, \\*\\*kwargs)\n\nOptimize raw data from a PNG file loaded in Python as a `bytes` object:\n\n**Parameters**:\n\n- **data** _(bytes)_ \u2013 raw PNG data to optimize\n- **\\*\\*kwargs** \u2013 [Options](#options)\n\n**Returns**\n\n- _(bytes)_ \u2013\u00a0optimized raw PNG data\n\n**Raises**\n\n- **oxipng.PngError** \u2013 optimization could not be completed\n\n**Examples:**\n\n```py\ndata = ... # bytes of png data\noptimized_data = oxipng.optimize_from_memory(data)\nwith open(\"/path/to/image-optimized.png\", \"wb\") as f:\n f.write(optimized_data)\n```\n\n### oxipng.RawImage\n\nCreate an optimized PNG file from raw image data:\n\n```python\nraw = oxipng.RawImage(data, width, height)\noptimized_data = raw.create_optimized_png()\n```\n\nBy default, assumes the input data is 8-bit, row-major RGBA, where every 4 bytes represents one pixel with Red-Green-Blue-Alpha channels. To interpret non-RGBA data, specify a `color_type` parameter with the `oxipng.ColorType` class:\n\n| Method | Description |\n| ------------------------------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------- |\n| `oxipng.ColorType.grayscale(int \\| None)` | Grayscale, with one color channel. Specify optional shade of gray that should be rendered as transparent. |\n| `oxipng.ColorType.rgb(tuple[int, int, int])` | RGB, with three color channels. Specify optional color value that should be rendered as transparent. |\n| `oxipng.ColorType.indexed(list[[tuple[int, int, int, int]])` | Indexed, with one byte per pixel representing a color from the palette. Specify palette containing the colors used, up to 256 entries. |\n| `oxipng.ColorType.grayscale_alpha()` | Grayscale + Alpha, with two color channels. |\n| `oxipng.ColorType.rgba()` | RGBA, with four color channels. |\n\n**Parameters:**\n\n- **data** _(bytes | bytearray)_ \u2013 Raw image data bytes. Format depends on `color_type` and `bit_depth` parameters\n- **width** _(int)_ \u2013\u00a0Width of raw image, in pixels\n- **height** _(int)_ \u2013 Height of raw image, in pixels\n- **color_type** _([oxipng.ColorType, optional)_ \u2013 Descriptor for color type used to represent this image. Optional, defaults to `oxipng.ColorType.rgba()`\n- **bit_depth** _(int, optional)_ \u2013\u00a0Bit depth of raw image. Optional, defaults to 8\n\n**Examples:**\n\nSave RGB image data from a JPEG file, interpreting black pixels as transparent.\n\n```python\nfrom PIL import Image\nimport numpy as np\n\n# Load an image file with Pillow\njpg = Image.open(\"/path/to/image.jpg\")\n\n# Convert to RGB numpy array\nrgb_array = np.array(jpg.convert(\"RGB\"), dtype=np.uint8)\nheight, width, channels = rgb_array.shape\n\n# Create raw image with sRGB color profile\ndata = rgb_array.tobytes()\ncolor_type = oxipng.ColorType.rgb((0, 0, 0)) # black is transparent\nraw = oxipng.RawImage(data, width, height, color_type=color_type)\nraw.add_png_chunk(b\"sRGB\", b\"\\0\")\n\n# Optimize and save\noptimized = raw.create_optimized_png(level=6)\nwith open(\"/path/to/image/optimized.png\", \"wb\") as f:\n f.write(optimized)\n```\n\nSave with data where bytes reference a color palette\n\n```python\ndata = b\"\\0\\1\\2...\" # get index data\npalette = [[0, 0, 0, 255], [1, 23, 234, 255], ...]\ncolor_type = oxipng.ColorType.indexed(palette)\nraw = oxipng.RawImage(data, 100, 100, color_type=color_type)\noptimized = raw.create_optimized_png()\n```\n\n**Methods:**\n\n#### add_png_chunk(name, data)\n\nAdd a png chunk, such as `b\"iTXt\"`, to be included in the output\n\n**Parameters:**\n\n- **name** _(bytes)_ \u2013 PNG chunk identifier\n- **data** _(bytes | bytarray)_\n\n**Returns:**\n\n- None\n\n#### add_icc_profile(data)\n\nAdd an ICC profile for the image\n\n**Parameters:**\n\n- **data** _(bytes)_ \u2013 ICC profile data\n\n**Returns:**\n\n- None\n\n#### create_optimized_png(\\*\\*kwargs)\n\nCreate an optimized png from the raw image data using the options provided\n\n**Parameters:**\n\n- **\\*\\*kwargs** \u2013\u00a0[Options](#options)\n\n**Returns:**\n\n- _(bytes)_ optimized PNG image data\n\n## Options\n\n`optimize` , `optimize_from_memory` and `RawImage.create_optimized_png` accept the following options as keyword arguments.\n\n**Example:**\n\n```py\noxipng.optimize(\"/path/to/image.png\", level=6, fix_errors=True, interlace=oxipng.Interlacing.Adam7)\n```\n\n| Option | Description | Type | Default |\n| ---------------------- | --------------------------------------------------------------------------------------------------------------------------------- | --------------------------------- | ------------------------- |\n| `level` | Set the optimization level to an integer between 0 and 6 (inclusive) | int | `2` |\n| `fix_errors` | Attempt to fix errors when decoding the input file rather than throwing `PngError` | bool | `False` |\n| `force` | Write to output even if there was no improvement in compression | bool | `False` |\n| `filter` | Which filters to try on the file. Use Use enum values from `oxipng.RowFilter` | Sequence[[RowFilter](#filter)] | `[RowFilter.NoOp]` |\n| `interlace` | Whether to change the interlacing type of the file. `None` will not change current interlacing type | [Interlacing](#interlace) \\| None | `None` |\n| `optimize_alpha` | Whether to allow transparent pixels to be altered to improve compression | bool | `False` |\n| `bit_depth_reduction` | Whether to attempt bit depth reduction | bool | `True` |\n| `color_type_reduction` | Whether to attempt color type reduction | bool | `True` |\n| `palette_reduction` | Whether to attempt palette reduction | bool | `True` |\n| `grayscale_reduction` | Whether to attempt grayscale reduction | bool | `True` |\n| `idat_recoding` | If any type of reduction is performed, IDAT recoding will be performed regardless of this setting | bool | `True` |\n| `scale_16` | Whether to forcibly reduce 16-bit to 8-bit by scaling | bool | `False` |\n| `strip` | Which headers to strip from the PNG file, if any. Specify with `oxipng.StripChunks` | [StripChunks](#strip) | `StripChunks.none()` |\n| `deflate` | Which DEFLATE algorithm to use. Specify with `oxipng.Deflaters` | [Deflaters](#deflate) | `Deflaters.libdeflater()` |\n| `fast_evaluation` | Whether to use fast evaluation to pick the best filter | bool | `False` |\n| `timeout` | Maximum amount of time to spend (in seconds) on optimizations. Further potential optimizations skipped if the timeout is exceeded | float \\| None | `None` |\n\n### filter\n\nInitialize a `filter` list or tuple with any of the following `oxipng.RowFilter` enum options:\n\n- `oxipng.RowFilter.NoOp`\n- `oxipng.RowFilter.Sub`\n- `oxipng.RowFilter.Up`\n- `oxipng.RowFilter.Average`\n- `oxipng.RowFilter.Paeth`\n- `oxipng.RowFilter.Bigrams`\n- `oxipng.RowFilter.BigEnt`\n- `oxipng.RowFilter.Brute`\n\n### interlace\n\nSet `interlace` to `None` to keep existing interlacing or to one of following `oxipng.Interlacing` enum options:\n\n- `oxipng.Interlacing.Off` (interlace disabled)\n- `oxipng.Interlacing.Adam7` (interlace enabled)\n\n### strip\n\nInitialize the `strip` option with one of the following static methods in the\n`oxipng.StripChunks` class.\n\n| Method | Description |\n| ------------------------------------------- | ------------------------------------------------------------------------------------------- |\n| `oxipng.StripChunks.none()` | None |\n| `oxipng.StripChunks.strip(Sequence[bytes])` | Strip chunks specified in the given list |\n| `oxipng.StripChunks.safe()` | Strip chunks that won't affect rendering (all but cICP, iCCP, sRGB, pHYs, acTL, fcTL, fdAT) |\n| `oxipng.StripChunks.keep(Sequence[bytes])` | Strip all non-critical chunks except those in the given list |\n| `oxipng.StripChunks.all()` | Strip all non-critical chunks |\n\n### deflate\n\nInitialize the `deflate` option with one of the following static methods in the\n`oxipng.Deflaters` class.\n\n| Method | Description |\n| ----------------------------------- | ---------------------------------------------------------- |\n| `oxipng.Deflaters.libdeflater(int)` | Libdeflater with compression level [0-12] |\n| `oxipng.Deflaters.zopfli(int)` | Zopfli with number of compression iterations to do [1-255] |\n\n## Development\n\n1. Install [Rust](https://www.rust-lang.org/tools/install)\n1. Install [Python 3.8+](https://www.python.org/downloads/)\n1. Install [Pipenv](https://pipenv.pypa.io/en/latest/)\n1. Clone this repository and navigate to it via command line\n ```sh\n git clone https://github.com/nfrasser/pyoxipng.git\n cd pyoxipng\n ```\n1. Install dependencies\n ```sh\n pipenv install --dev\n ```\n1. Activate the dev environment\n ```\n pipenv shell\n ```\n1. Build\n ```sh\n maturin develop\n ```\n1. Run tests\n ```\n pytest\n ```\n1. Format code\n ```\n ruff check .\n ruff format .\n ```\n\n## License\n\nMIT\n\n",
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