From 4c490d4fbf88bc7b0e4209c33caee4951e7d017f Mon Sep 17 00:00:00 2001 From: Maxwell Flitton Date: Sat, 24 Feb 2024 16:38:58 +0000 Subject: [PATCH] Python package for data access in rust (#25) * merging bioengineering code for ML pipelines (#24) * adding build using binary downloads (#8) * adding build using binary downloads * sorting out the build.rs * updating build.rs for surrealml package * prepping version for release * now has target tracking (#10) * adding check in build.rs for docs.rs * removing build.rs for main surrealml to ensure that libraries using the core do not need to do anything in their build.rs * Kings college london integration (#23) * adding machine learning pipelines for bioengineering projects at Kings College London * Remove integrated_training_runner/run_env/ from tracking * adding machine learning pipelines for bioengineering projects at Kings College London * adding python bindings to data access for ML training --- modules/pipelines/data_access/Cargo.toml | 22 +++++++++++++ modules/pipelines/data_access/README.md | 25 +++++++++++--- .../pipelines/data_access/basic/Cargo.toml | 11 ------- .../pipelines/data_access/basic/src/lib.rs | 3 -- .../data_access/basic/src/srt_receiver.rs | 31 ------------------ modules/pipelines/data_access/pyproject.toml | 7 ++++ .../data_access/{basic => }/src/bin_pack.rs | 0 .../data_access/{basic => }/src/images.rs | 4 +-- modules/pipelines/data_access/src/lib.rs | 18 ++++++++++ .../pipelines/data_access/src/python_api.rs | 13 ++++++++ .../pipelines/data_access/src/srt_reciever.rs | 0 .../data_access/{basic => }/src/tags.rs | 2 +- .../runners/basic_training_runner/Cargo.toml | 2 +- .../runners/basic_training_runner/src/main.rs | 4 +-- .../integrated_training_runner/README.md | 16 +++++++++ .../assets/test.jpg | Bin 0 -> 171682 bytes .../integrated_training_runner/scripts/run.sh | 17 ++++++++++ .../integrated_training_runner/src/main.py | 12 +++++++ 18 files changed, 132 insertions(+), 55 deletions(-) create mode 100644 modules/pipelines/data_access/Cargo.toml delete mode 100644 modules/pipelines/data_access/basic/Cargo.toml delete mode 100644 modules/pipelines/data_access/basic/src/lib.rs delete mode 100644 modules/pipelines/data_access/basic/src/srt_receiver.rs create mode 100644 modules/pipelines/data_access/pyproject.toml rename modules/pipelines/data_access/{basic => }/src/bin_pack.rs (100%) rename modules/pipelines/data_access/{basic => }/src/images.rs (96%) create mode 100644 modules/pipelines/data_access/src/lib.rs create mode 100644 modules/pipelines/data_access/src/python_api.rs create mode 100644 modules/pipelines/data_access/src/srt_reciever.rs rename modules/pipelines/data_access/{basic => }/src/tags.rs (98%) create mode 100644 modules/pipelines/runners/integrated_training_runner/README.md create mode 100755 modules/pipelines/runners/integrated_training_runner/assets/test.jpg create mode 100644 modules/pipelines/runners/integrated_training_runner/scripts/run.sh create mode 100644 modules/pipelines/runners/integrated_training_runner/src/main.py diff --git a/modules/pipelines/data_access/Cargo.toml b/modules/pipelines/data_access/Cargo.toml new file mode 100644 index 0000000..9ad8747 --- /dev/null +++ b/modules/pipelines/data_access/Cargo.toml @@ -0,0 +1,22 @@ +[package] +name = "data-access-layer" +version = "0.1.0" +edition = "2021" + + +[lib] +name = "data_access_layer" +crate-type = ["cdylib", "rlib"] + + +[features] +default = ["python"] +python = ["pyo3"] + + +[dependencies] +serde = { version = "1.0", features = ["derive"] } +serde_json = "1.0" +image = "0.24.8" +# "abi3-py38" tells pyo3 (and maturin) to build using the stable ABI with minimum Python version 3.8 +pyo3 = { version = "0.20.0", features = ["abi3-py38"], optional = true} diff --git a/modules/pipelines/data_access/README.md b/modules/pipelines/data_access/README.md index 0f68b96..248d7d6 100644 --- a/modules/pipelines/data_access/README.md +++ b/modules/pipelines/data_access/README.md @@ -3,9 +3,26 @@ Here is where we house libraries that handle the reading and writing of data. For now we are merely just reading from jpeg files. However, we will moved onto support for networking interfaces. -# Basic +# Python Bindings -Basic is a library that handles the reading of jpeg files. It is a simple library that is used to read in the jpeg files and convert them +Although this library is written in Rust we have the ability to use it in Python. This is done by using the `pyo3` crate. We can install +the library using a `pip install` and pointing to the directory of this readme file. Once the library is installed we can use it in the +following way: + +```python +from data_access_layer.data_access_layer import read_rgb_image + + +def main(): + height = 480 + width = 853 + data = read_rgb_image("./assets/test.jpg", width, height) + print(f"\n\nThe image has {len(data)} pixels\n\n") +``` + +# Image Loading + +This library handles the reading of jpeg files. It is a simple library that is used to read in the jpeg files and convert them to a stream of bytes. The loading and conversion of the jpeg files is done in the `data_access/basic/src/images.rs`. For our images we are handling data in the following outline: @@ -68,8 +85,8 @@ can be seen in the file `engines/pytorch_train/tests/test_numpy_quality_control. # Networking -At this point in time we are just handling image files in the `basic` module in rust, and piping this data into the -python pytorch engine as seen in the following example: +If you just want to use the raw rust binary for ML training, you can directly call the rust binary that loads the images, +and pipe this data into the python pytorch engine as seen in the following example: ```bash ./data_access_rust_bin | python pytorch_engine.py diff --git a/modules/pipelines/data_access/basic/Cargo.toml b/modules/pipelines/data_access/basic/Cargo.toml deleted file mode 100644 index 8575787..0000000 --- a/modules/pipelines/data_access/basic/Cargo.toml +++ /dev/null @@ -1,11 +0,0 @@ -[package] -name = "basic" -version = "0.1.0" -edition = "2021" - -# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html - -[dependencies] -serde = { version = "1.0", features = ["derive"] } -serde_json = "1.0" -image = "0.24.8" diff --git a/modules/pipelines/data_access/basic/src/lib.rs b/modules/pipelines/data_access/basic/src/lib.rs deleted file mode 100644 index de40f33..0000000 --- a/modules/pipelines/data_access/basic/src/lib.rs +++ /dev/null @@ -1,3 +0,0 @@ -pub mod tags; -pub mod images; -pub mod bin_pack; diff --git a/modules/pipelines/data_access/basic/src/srt_receiver.rs b/modules/pipelines/data_access/basic/src/srt_receiver.rs deleted file mode 100644 index 58c509d..0000000 --- a/modules/pipelines/data_access/basic/src/srt_receiver.rs +++ /dev/null @@ -1,31 +0,0 @@ -// Pipe frames to model for inference -use std::process::{Command, Stdio}; -use std::io::{self, Read}; - -fn main() -> io::Result<()> { - // Define ffmpeg command to capture video and pipe it - let mut ffmpeg_output = Command::new("ffmpeg") - .args([ - "-i", "srt://127.0.0.1:2000?mode=caller", - "-f", "image2pipe", - "-vcodec", "mjpeg", - "-" - ]) - .stdout(Stdio::piped()) - .spawn()?; - - // Get the output of ffmpeg - let mut frames = ffmpeg_output.stdout.take().unwrap(); - - // Build buffer for the frames - // TO-DO: automatically obtain frame_size from the first frame - let frame_size = 853 * 480; - let mut buffer = vec![Ou8; frame_size]; - - // Put frames into buffer - while let Ok(_) = frames.read_exact(&mut buffer) { - // Process the frame for inference - } - - Ok(()) -} diff --git a/modules/pipelines/data_access/pyproject.toml b/modules/pipelines/data_access/pyproject.toml new file mode 100644 index 0000000..4d60e63 --- /dev/null +++ b/modules/pipelines/data_access/pyproject.toml @@ -0,0 +1,7 @@ +[build-system] +requires = ["maturin>=1.0,<2.0"] +build-backend = "maturin" + +[tool.maturin] +# "extension-module" tells pyo3 we want to build an extension module (skips linking against libpython.so) +features = ["pyo3/extension-module"] diff --git a/modules/pipelines/data_access/basic/src/bin_pack.rs b/modules/pipelines/data_access/src/bin_pack.rs similarity index 100% rename from modules/pipelines/data_access/basic/src/bin_pack.rs rename to modules/pipelines/data_access/src/bin_pack.rs diff --git a/modules/pipelines/data_access/basic/src/images.rs b/modules/pipelines/data_access/src/images.rs similarity index 96% rename from modules/pipelines/data_access/basic/src/images.rs rename to modules/pipelines/data_access/src/images.rs index f8f3bbc..aa70334 100644 --- a/modules/pipelines/data_access/basic/src/images.rs +++ b/modules/pipelines/data_access/src/images.rs @@ -114,7 +114,7 @@ mod tests { #[test] fn test_read_image() { - let _data = read_rgb_image("../data_stash/images/169_6300.jpg".to_string(), 480, 853); + let _data = read_rgb_image("./data_stash/images/169_6300.jpg".to_string(), 480, 853); } #[test] @@ -152,7 +152,7 @@ mod tests { #[test] fn test_test_calculate_rgb_index_quality_control() { - let raw_data = std::fs::read_to_string("../data_stash/images/dummy_rgb_data.json").unwrap(); + let raw_data = std::fs::read_to_string("./data_stash/images/dummy_rgb_data.json").unwrap(); let data: DummyJson = serde_json::from_str(&raw_data).unwrap(); // This will give x y chunks of 50 and an entire rgb image of 150 diff --git a/modules/pipelines/data_access/src/lib.rs b/modules/pipelines/data_access/src/lib.rs new file mode 100644 index 0000000..1114159 --- /dev/null +++ b/modules/pipelines/data_access/src/lib.rs @@ -0,0 +1,18 @@ +pub mod images; +pub mod srt_reciever; +pub mod tags; + +#[cfg(feature = "python")] +pub mod python_api; + +#[cfg(feature = "python")] +use pyo3::prelude::*; + + +#[cfg(feature = "python")] +#[pymodule] +fn data_access_layer(_py: Python, m: &PyModule) -> PyResult<()> { + m.add_function(wrap_pyfunction!(python_api::read_rgb_image, m)?)?; + Ok(()) +} + \ No newline at end of file diff --git a/modules/pipelines/data_access/src/python_api.rs b/modules/pipelines/data_access/src/python_api.rs new file mode 100644 index 0000000..df9d90f --- /dev/null +++ b/modules/pipelines/data_access/src/python_api.rs @@ -0,0 +1,13 @@ +//! Here we define the Python API for data access layer. This is currently just one file, but we will probably +//! expand this module into a directory with multiple files as the project grows as we will also need to define +//! python classes in the future when building out the tags for the surgery steps. +use crate::images::read_rgb_image as read_rgb_image_rust; + +use pyo3::prelude::*; + + +#[pyfunction] +pub fn read_rgb_image(path: String, width: usize, height: usize) -> PyResult> { + let data = read_rgb_image_rust(path, width, height); + Ok(data) +} diff --git a/modules/pipelines/data_access/src/srt_reciever.rs b/modules/pipelines/data_access/src/srt_reciever.rs new file mode 100644 index 0000000..e69de29 diff --git a/modules/pipelines/data_access/basic/src/tags.rs b/modules/pipelines/data_access/src/tags.rs similarity index 98% rename from modules/pipelines/data_access/basic/src/tags.rs rename to modules/pipelines/data_access/src/tags.rs index 26852a0..53eddec 100644 --- a/modules/pipelines/data_access/basic/src/tags.rs +++ b/modules/pipelines/data_access/src/tags.rs @@ -136,7 +136,7 @@ mod tests { #[test] fn test_read_tags() { - let tags = read_tags("../data_stash/cleaned_labels/VID68_processed.json").unwrap(); + let tags = read_tags("./data_stash/cleaned_labels/VID68_processed.json").unwrap(); let data = parse_surgery_steps(tags); assert_eq!(SurgeryStep::ClippingAndCutting, data.get("968").unwrap()[0]); } diff --git a/modules/pipelines/runners/basic_training_runner/Cargo.toml b/modules/pipelines/runners/basic_training_runner/Cargo.toml index 0ba9d24..4d2bce7 100644 --- a/modules/pipelines/runners/basic_training_runner/Cargo.toml +++ b/modules/pipelines/runners/basic_training_runner/Cargo.toml @@ -6,5 +6,5 @@ edition = "2021" # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html [dependencies] -basic = { path = "../../data_access/basic" } +data-access-layer = { path = "../../data_access" } diff --git a/modules/pipelines/runners/basic_training_runner/src/main.rs b/modules/pipelines/runners/basic_training_runner/src/main.rs index 5f08343..8edc92b 100644 --- a/modules/pipelines/runners/basic_training_runner/src/main.rs +++ b/modules/pipelines/runners/basic_training_runner/src/main.rs @@ -1,8 +1,8 @@ -use basic::images::{ +use data_access_layer::images::{ read_rgb_image, write_frame_to_std_out, }; -use basic::tags::SurgeryStep; +use data_access_layer::tags::SurgeryStep; fn main() { diff --git a/modules/pipelines/runners/integrated_training_runner/README.md b/modules/pipelines/runners/integrated_training_runner/README.md new file mode 100644 index 0000000..c8273d9 --- /dev/null +++ b/modules/pipelines/runners/integrated_training_runner/README.md @@ -0,0 +1,16 @@ +# Integrated Runner + +This is where the image loading is still written in Rust, but there a python bindings meaning that the ML engineer +can train the model in pure python importing and using the Rust code as a python library. This is done my merely +pointing to the `data_access` library and performing a pip install. + +# Running the runner + +We can run the runner by running the following command: + +```bash +sh ./scripts/run.sh +``` + +This will import the Rust image loading code which will then load the image giving us the raw resized and flatterned +image data in python. 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b/modules/pipelines/runners/integrated_training_runner/scripts/run.sh @@ -0,0 +1,17 @@ +#!/usr/bin/env bash + +# navigate to directory +SCRIPTPATH="$( cd "$(dirname "$0")" ; pwd -P )" +cd $SCRIPTPATH + +cd .. + +if [ -d run_env ]; then + rm -rf run_env +fi + +python3 -m venv run_env +source run_env/bin/activate + +pip install ../../data_access +python src/main.py \ No newline at end of file diff --git a/modules/pipelines/runners/integrated_training_runner/src/main.py b/modules/pipelines/runners/integrated_training_runner/src/main.py new file mode 100644 index 0000000..e8424d1 --- /dev/null +++ b/modules/pipelines/runners/integrated_training_runner/src/main.py @@ -0,0 +1,12 @@ +from data_access_layer.data_access_layer import read_rgb_image + + +def main(): + height = 480 + width = 853 + data = read_rgb_image("./assets/test.jpg", width, height) + print(f"\n\nThe image has {len(data)} pixels\n\n") + + +if __name__ == "__main__": + main()