podders/lib.rs
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//! `podders` - A Rust crate for handling Pod5 file format, written in native rust.
//!
//! This library offers comprehensive functionalities for the Pod5 file format,
//! focusing on data serialization with Apache Arrow and FlatBuffers.
//! It includes capabilities to create, and write structured data in the Pod5 format,
//! adhering to the format as of 20/12/23 (v0.3.2)
//!
//! Key Features:
//! - Matches schemas for official pod5 specification.
//! - Writing Pod5 files with efficient serialization.
//!
//! The library provides various submodules (`reads`, `run_info`, `signal`, `footer`)
//! each dedicated to handling different aspects of the Pod5 file format.
use arrow::datatypes::Schema;
use arrow::ipc::writer::FileWriter;
use arrow::record_batch::RecordBatch;
use footer::write_flatbuffer_footer;
use reads::{create_read_batches, create_reads_arrow_schema, ReadInfo};
use run_info::{create_run_info_batch, run_info_schema, RunInfoData};
use signal::signal_schema;
use std::error::Error;
use std::fs::File;
use std::io::{Seek, Write};
pub mod footer;
pub mod reads;
pub mod run_info;
pub mod signal;
use std::sync::Arc;
use uuid::Uuid;
extern crate flatbuffers;
// import the generated code
#[allow(dead_code, unused_imports)]
#[path = "../static/footer_generated.rs"]
pub mod footer_generated;
pub use footer_generated::minknow::reads_format::{
root_as_footer, ContentType, EmbeddedFile, EmbeddedFileArgs, EmbeddedFileBuilder, Footer,
FooterArgs, Format,
};
/// Pod5 in hexadecimal - file signature
const SIGNATURE: [u8; 8] = [0x8B, 0x50, 0x4F, 0x44, 0x0D, 0x0A, 0x1A, 0x0A];
/// Pod5 version at time of writing
const POD5_VERSION: &str = "0.3.2";
/// Podders version that wrote the file
const SOFTWARE: &str = "PODDERS! v0.1.0";
/// Generates a unique section marker for a file.
///
/// This function creates a new V4 UUID and converts it to a byte vector.
/// This is called each time a Pod5 struct is initialised, to demark each section
/// of the pod5 file.
///
/// # Examples
///
/// ```rust
/// # fn main() {
/// let section_marker = _generate_section_marker();
/// assert_eq!(section_marker.len(), 16); // UUID v4 is always 16 bytes
/// # }
/// # fn _generate_section_marker() -> Vec<u8> {
/// # uuid::Uuid::new_v4().as_bytes().to_vec()
/// # }
/// ```
fn _generate_section_marker() {
Uuid::new_v4().as_bytes().to_vec();
}
/// Writes a vector of RecordBatches to a file and updates the passed EmbeddedFileArgs in place.
///
/// This function writes the given RecordBatches to the provided file handle,
/// and then updates the offset and length in the EmbeddedFileArgs to reflect
/// the written data. It ensures that the written data aligns to an 8-byte boundary.
///
/// # Arguments
/// * `file_handle` - A mutable reference to the file where the data will be written.
/// * `section_marker` - A 16-byte array to mark the end of the written section.
/// * `batches` - A vector of RecordBatches to be written to the file.
/// * `embedded_file` - A mutable reference to an EmbeddedFileArgs struct to be updated with the new offset and length.
///
/// # Returns
/// A Result<(), std::io::Error>, indicating the success or failure of the operation.
///
/// # Example
/// ```
/// # use arrow::ipc::writer::FileWriter;
/// # use arrow::record_batch::RecordBatch;
/// # use std::fs::File;
/// # use uuid::Uuid;
/// # fn main() -> std::io::Result<()> {
/// # let mut file_handle = File::create("example.arrow")?;
/// let section_marker = Uuid::new_v4();
/// let batches: Vec<RecordBatch> = vec![]; // Populate with actual RecordBatches
/// let mut embedded_file = EmbeddedFileArgs {
/// offset: 0,
/// length: 0,
/// format: Format::FeatherV2,
/// content_type: ContentType::ReadsTable,
/// };
///
/// _write_table(&mut file_handle, section_marker.as_bytes(), &batches, &mut embedded_file)?;
/// // Now embedded_file contains updated offset and length
/// # Ok(())
/// # }
/// # fn _write_table(file_handle: &mut File, section_marker: &[u8; 16], batches: &Vec<RecordBatch>, embedded_file: &mut EmbeddedFileArgs) -> std::io::Result<()> {
/// # Ok(())
/// # }
/// # struct EmbeddedFileArgs {
/// # offset: i64,
/// # length: i64,
/// # format: Format,
/// # content_type: ContentType,
/// # }
/// # enum Format { FeatherV2 }
/// # enum ContentType { ReadsTable }
/// ```
fn _write_table(
mut file_handle: &mut File,
section_marker: &[u8; 16],
batches: &Vec<RecordBatch>,
embedded_file: &mut EmbeddedFileArgs,
) -> Result<(), std::io::Error> {
let offset: i64 = file_handle.stream_position().unwrap() as i64;
// Assuming all RecordBatches have the same schema
let schema = batches[0].schema();
{
let mut writer = FileWriter::try_new(file_handle, &schema).unwrap();
for batch in batches {
writer.write(batch).expect("Failed to write batch to IPC");
}
writer.finish().unwrap();
file_handle = writer.into_inner().unwrap();
}
let length = file_handle.stream_position().unwrap() as i64 - offset; // Replace with actual length
let current_pos = file_handle.stream_position()?;
let padding_needed = (8 - (current_pos % 8)) % 8; // Calculate padding to reach 8-byte boundary
// Write padding bytes
for _ in 0..padding_needed {
file_handle.write_all(&[0])?;
}
embedded_file.length = length;
embedded_file.offset = offset;
file_handle.write_all(section_marker)?;
file_handle.flush()?;
Ok(())
}
/// Represents a Pod5 file, encapsulating all necessary components and metadata for handling Pod5 data.
pub struct Pod5File {
/// File handle for reading from or writing to the Pod5 file.
filehandle: File,
/// Metadata and positional information for the reads table embedded in the file.
read_table: EmbeddedFileArgs,
/// Metadata and positional information for the run information table embedded in the file.
run_table: EmbeddedFileArgs,
/// Metadata and positional information for the signal table embedded in the file.
signal_table: EmbeddedFileArgs,
/// Buffer to hold `ReadInfo` data before writing to the file.
_reads: Vec<ReadInfo>,
/// Buffer to hold signal `RecordBatch` data before writing to the file.
_signal: Vec<RecordBatch>,
/// Buffer to hold `RunInfoData` before writing to the file.
_run_info: Vec<RunInfoData>,
/// Schema for the reads data.
_reads_schema: Arc<Schema>,
/// Schema for the run information data.
_run_schema: Arc<Schema>,
/// Schema for the signal data.
_signal_schema: Arc<Schema>,
/// Unique identifier used as a section marker in the file.
_section_marker: Uuid,
/// Unique identifier for the file, used for internal tracking and referencing.
_file_identifier: Uuid,
}
impl Pod5File {
/// Creates a new `Pod5File` instance, initializing it for tracking embedded files.
///
/// This function generates a new Pod5 file at the specified filepath.
/// It initializes the file with a signature, section marker, and file identifier,
/// and sets up the metadata for the embedded reads, run information, and signal tables.
///
/// # Arguments
/// * `filepath` - The path where the new Pod5 file will be created.
///
/// # Returns
/// A `Result<Pod5File, Box<dyn Error>>`, which is the new `Pod5File` instance on success,
/// or an error if the file creation or initialization fails.
///
/// # Example
/// ```rust,ignore
/// let pod5_file = Pod5File::new("path/to/file.pod5");
/// match pod5_file {
/// Ok(file) => println!("Pod5 file created successfully."),
/// Err(e) => println!("Error creating Pod5 file: {}", e),
/// }
/// ```
pub fn new(filepath: &str) -> Result<Self, Box<dyn Error>> {
let mut file = File::create(filepath)?;
file.write_all(&SIGNATURE)?;
let section_marker = Uuid::new_v4();
let file_identifier = Uuid::new_v4();
file.write_all(section_marker.as_bytes())?;
Ok(Pod5File {
filehandle: file,
read_table: EmbeddedFileArgs {
format: Format::FeatherV2, // Example format, adjust as needed
content_type: ContentType::ReadsTable,
offset: 0,
length: 0, // Example content type
},
run_table: EmbeddedFileArgs {
format: Format::FeatherV2, // Example format, adjust as needed
content_type: ContentType::RunInfoTable,
offset: 0,
length: 0, // Example content type
},
signal_table: EmbeddedFileArgs {
format: Format::FeatherV2, // Example format, adjust as needed
content_type: ContentType::SignalTable,
offset: 0,
length: 0, // Example content type
},
_reads: vec![],
_signal: vec![],
_run_info: vec![],
_reads_schema: Arc::new(create_reads_arrow_schema(&file_identifier)?),
_run_schema: Arc::new(run_info_schema(&file_identifier)?),
_signal_schema: Arc::new(signal_schema(&file_identifier)),
_section_marker: section_marker,
_file_identifier: file_identifier,
})
}
/// Adds a new `RunInfoData` instance to the Pod5 file.
///
/// This method appends the provided `RunInfoData` to the internal run information buffer
/// of the `Pod5File` struct. It is used to accumulate run information before writing it to the file.
///
/// # Arguments
/// * `run_info` - The `RunInfoData` instance to be added to the Pod5 file.
///
/// # Example
/// ```rust,ignore
/// # use podders::Pod5File;
/// # use podders::run_info::RunInfoData;
/// # fn main() -> Result<(), Box<dyn std::error::Error>> {
/// let mut pod5_file = Pod5File::new("my_file.pod5")?;
/// let run_info = RunInfoData { /* fields */ };
/// pod5_file.push_run_info(run_info);
/// # Ok(())
/// # }
/// ```
pub fn push_run_info(&mut self, run_info: RunInfoData) {
self._run_info.push(run_info)
}
/// Dump all created Run info RecordBatches (tables) into the file, and set the offset and length correctly
/// on the Embedded file args
pub fn write_run_info_to_ipc(&mut self) {
let batches = create_run_info_batch(self._run_schema.clone(), &self._run_info).unwrap();
_write_table(
&mut self.filehandle,
self._section_marker.as_bytes(),
&batches,
&mut self.run_table,
)
.unwrap();
}
/// Push reads to internal buffer, ready to be written out
/// By a call to write_reads_to_ipc
pub fn push_read(&mut self, read: ReadInfo) {
self._reads.push(read)
}
pub fn write_signal_to_ipc(&mut self) {
_write_table(
&mut self.filehandle,
self._section_marker.as_bytes(),
&self._signal,
&mut self.signal_table,
)
.unwrap();
}
/// Write the reads and signal in the internal buffer into the file. DO NOT CALL MORE THAN ONCE YOU WILL MESS THINGS UP
pub fn write_reads_to_ipc(&mut self) {
let batches = create_read_batches(
self._reads_schema.clone(),
&self._reads,
&mut self._signal,
self._signal_schema.clone(),
)
.unwrap();
_write_table(
&mut self.filehandle,
self._section_marker.as_bytes(),
&batches,
&mut self.read_table,
)
.unwrap();
}
/// Write the footer and finish the file. Again please ONLY CALL ONCE PER FILE
pub fn write_footer(&mut self) {
let embedded_args = vec![&self.read_table, &self.run_table, &self.signal_table];
write_flatbuffer_footer(
&mut self.filehandle,
embedded_args,
self._file_identifier,
self._section_marker.as_bytes(),
)
.unwrap()
}
}
#[cfg(test)]
mod tests {
use arrow::array::Array;
use arrow::ipc::reader::FileReader;
use log::info;
use crate::reads::dummy_read_row;
use run_info::dummy_run_info;
use std::io::{Read, Seek, SeekFrom};
use crate::footer::read_pod5_footer;
use super::*;
fn test() -> arrow::error::Result<()> {
let mut pod5 = Pod5File::new("test_builder.pod5").unwrap();
pod5.push_run_info(dummy_run_info());
pod5.write_run_info_to_ipc();
println!("{:#?}", pod5.run_table.length);
info!("helo");
let read = dummy_read_row(None).unwrap();
let read_2 = dummy_read_row(Some("9e81bb6a-8610-4907-b4dd-4ed834fc414d")).unwrap();
pod5.push_read(read);
pod5.push_read(read_2);
pod5.write_reads_to_ipc();
// println!("{:#?}", pod5._signal);
pod5.write_signal_to_ipc();
pod5.write_footer();
Ok(())
}
fn read_arrow_table(
file_path: &str,
offset: u64,
length: u64,
) -> arrow::error::Result<Vec<RecordBatch>> {
let mut file = File::open(file_path)?;
// Seek to the start of the embedded table
file.seek(SeekFrom::Start(offset))?;
// Read the specified length of bytes
let mut buffer = vec![0; length as usize];
file.read_exact(&mut buffer)?;
// Deserialize bytes into Arrow RecordBatch
let cursor = std::io::Cursor::new(buffer);
let reader = FileReader::try_new(cursor, None)?;
let mut batches = Vec::new();
for batch in reader {
batches.push(batch?);
}
Ok(batches)
}
#[test]
fn does_it_work() {
test().unwrap()
}
#[test]
fn test_reading_signal_table() {
let file_info = read_pod5_footer("test_builder.pod5", ContentType::SignalTable);
println!("{}, length: {}", file_info.offset, file_info.length);
let batch =
read_arrow_table("test_builder.pod5", file_info.offset, file_info.length).unwrap();
let schema = batch[0].schema();
for field in schema.fields() {
println!(
"Field name: {}, Data type: {}",
field.name(),
field.data_type()
);
}
let signal = batch[0].column_by_name("signal").unwrap();
println!("{}", signal.data_type());
// let collected = as_large_list_array(signal).values();
println!("{}", signal.len());
}
#[test]
fn test_reading_real_signal_table() {
let file_info = read_pod5_footer(
"/home/adoni5/Projects/podders/static/PAS89372_pass_aa50cb53_71dbefbe_0.pod5",
ContentType::SignalTable,
);
let batch = read_arrow_table(
"/home/adoni5/Projects/podders/static/PAS89372_pass_aa50cb53_71dbefbe_0.pod5",
file_info.offset,
file_info.length,
)
.unwrap();
let schema = batch[0].schema();
for field in schema.fields() {
println!(
"Field name: {}, Data type: {}",
field.name(),
field.data_type()
);
}
let signal = batch[0].column_by_name("signal").unwrap();
println!("{}", signal.data_type());
println!("{}", signal.len());
}
#[test]
fn test_reading_read_table() {
let file_info = read_pod5_footer("example.pod5", ContentType::ReadsTable);
let batch = read_arrow_table("example.pod5", file_info.offset, file_info.length).unwrap();
let schema = batch[0].schema();
for field in schema.fields() {
println!(
"Field name: {}, Data type: {}",
field.name(),
field.data_type()
);
// Access metadata for each field
for (key, value) in field.metadata() {
println!(" Metadata - Key: {}, Value: {}", key, value);
}
}
}
#[test]
fn test_reading_real_read_table() {
let batch = read_arrow_table(
"/home/adoni5/Projects/podders/static/PAS89372_pass_aa50cb53_71dbefbe_0.pod5",
250987192,
435458,
)
.unwrap();
let schema = batch[0].schema();
for field in schema.fields() {
println!(
"Field name: {}, Data type: {}",
field.name(),
field.data_type()
);
// Access metadata for each field
for (key, value) in field.metadata() {
println!(" Metadata - Key: {}, Value: {}", key, value);
}
}
}
#[test]
fn test_reading_real_run_table() {
let batch = read_arrow_table(
"/home/adoni5/Projects/podders/static/PAS89372_pass_aa50cb53_71dbefbe_0.pod5",
250979728,
7442,
)
.unwrap();
let schema = batch[0].schema();
for field in schema.fields() {
println!(
"Field name: {}, Data type: {}",
field.name(),
field.data_type()
);
}
}
#[test]
fn test_reading_my_run_table() {
let file_info = read_pod5_footer("example.pod5", ContentType::RunInfoTable);
let batch = read_arrow_table(
"/home/adoni5/Projects/podders/example.pod5",
file_info.offset,
file_info.length,
)
.unwrap();
let schema = batch[0].schema();
for field in schema.fields() {
println!(
"Field name: {}, Data type: {}",
field.name(),
field.data_type()
);
}
}
#[test]
fn test_deserialising_footer() {
let mut file = File::open("/home/adoni5/Projects/podders/example.pod5").unwrap();
let _end = file.seek(SeekFrom::End(0)).unwrap();
file.seek(SeekFrom::Current(-32)).unwrap(); // Signature + Section marker + 8 bytes for footer length
let mut buffer = [0; 8]; // Buffer for 8 bytes
file.read_exact(&mut buffer).unwrap(); // Read 8 bytes
// Convert bytes to little-endian i64
let value = i64::from_le_bytes(buffer);
println!("{value}");
// Seek to the footer position
file.seek(SeekFrom::Current(-(8 + value))).unwrap();
// Read the footer data
let mut buf = vec![0; value as usize];
file.read_exact(&mut buf).unwrap();
// Deserialize the FlatBuffer
let footer = root_as_footer(&buf).unwrap();
// Now you can access the data from the footer
println!("{:?}", footer.contents());
}
#[test]
fn test_deserialising_real_footer() {}
}