ngs 0.4.0

Command line tool for processing next-generation sequencing data.
Documentation
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//! Functionality related to the `ngs qc` command itself.

use std::fs::File;
use std::path::PathBuf;
use std::rc::Rc;

use anyhow::bail;
use anyhow::Context;
use clap::Args;
use noodles::bam;
use noodles::bam::bai;
use noodles::core::Position;
use noodles::core::Region;
use num_format::Locale;
use num_format::ToFormattedString;
use tracing::debug;
use tracing::info;

use crate::qc::get_qc_facets;
use crate::qc::results::Results;
use crate::utils::args::NumberOfRecords;
use crate::utils::display::RecordCounter;
use crate::utils::formats::bam::ParsedBAMFile;
use crate::utils::formats::utils::IndexCheck;
use crate::utils::genome::get_all_sequences;
use crate::utils::genome::get_reference_genome;
use crate::utils::genome::ReferenceGenome;

use super::record_based::features::FeatureNames;

//========================//
// Command line arguments //
//========================//

/// Clap arguments for the `ngs qc` subcommand.
#[derive(Args)]
pub struct QcArgs {
    /// Source BAM file.
    #[arg(value_name = "BAM")]
    src: PathBuf,

    /// Supported reference genome used as the basis for analysis.
    reference_genome: String,

    /// Features GFF file (some metrics only supported if present).
    #[arg(short = 'f', long, value_name = "PATH")]
    features_gff: Option<PathBuf>,

    /// Number of records to process in the first pass. Also caps the number of records
    /// to process per sequence in the second pass.
    ///
    /// This is generally only used for testing purposes.
    #[arg(short = 'n', long, value_name = "USIZE")]
    num_records: Option<usize>,

    /// Directory to output files to. Defaults to current working directory.
    #[arg(short = 'o', long, value_name = "PATH")]
    output_directory: Option<PathBuf>,

    /// Output prefix for the files that will be created. Defaults to the name
    /// of the file.
    #[arg(short = 'p', long, value_name = "STRING")]
    output_prefix: Option<String>,

    /// Reference FASTA file (some metrics only supported if present).
    #[arg(short = 'r', long, value_name = "PATH")]
    reference_fasta: Option<PathBuf>,

    /// Only process one QC facet (specify the name of the facet).
    #[arg(long = "only", value_name = "FACET")]
    only_facet: Option<String>,

    /// If desired, a path to the VAF file to be generated as part of the Edits quality
    /// control facet.
    #[arg(long = "vaf-file", value_name = "PATH")]
    vaf_file_path: Option<PathBuf>,

    /// Name of the feature that represents a five prime UTR region in the GFF
    /// file. Defaults to the respective GENCODE feature name.
    #[arg(long, value_name = "STRING", default_value = "five_prime_UTR")]
    five_prime_utr_feature_name: String,

    /// Name of the feature that represents a three prime UTR region in the GFF
    /// file. Defaults to the respective GENCODE feature name.
    #[arg(long, value_name = "STRING", default_value = "three_prime_UTR")]
    three_prime_utr_feature_name: String,

    /// Name of the feature that represents a coding sequence region in the GFF
    /// file. Defaults to the respective GENCODE feature name.
    #[arg(long, value_name = "STRING", default_value = "CDS")]
    coding_sequence_feature_name: String,

    /// Name of the feature that represents an exonic region in the GFF file.
    /// Defaults to the repective GENCODE feature name.
    #[arg(long, value_name = "STRING", default_value = "exon")]
    exon_feature_name: String,

    /// Name of the feature that represents a gene region in the GFF file.
    /// Defaults to the repective GENCODE feature name.
    #[arg(long, value_name = "STRING", default_value = "gene")]
    gene_feature_name: String,
}

//==============================//
// Prepares the `qc` subcommand //
//==============================//

/// Prepares the arguments for running the main `qc` subcommand.
pub fn qc(args: QcArgs) -> anyhow::Result<()> {
    info!("Starting qc command...");
    debug!("Arguments:");

    //=============//
    // Source Path //
    //=============//

    let src: PathBuf = args.src;
    debug!("  [*] Source: {}", src.display());

    //==================//
    // Reference Genome //
    //==================//

    let provided_reference_genome = args.reference_genome;

    let reference_genome = match get_reference_genome(&provided_reference_genome) {
        Some(s) => Rc::new(s),
        None => bail!(
            "reference genome is not supported: {}. \
            Did you set the correct reference genome?. \
            Use the `list genomes` subcommand to see supported reference genomes.",
            provided_reference_genome,
        ),
    };
    debug!("  [*] Reference genome: {}", provided_reference_genome);

    //=================//
    // Reference FASTA //
    //=================//

    let reference_fasta = args.reference_fasta;
    debug!("  [*] Reference FASTA: {:?}", reference_fasta);

    //==============//
    // Features GFF //
    //==============//

    let features_gff = args.features_gff;
    debug!("  [*] Features GFF : {:?}", features_gff);

    //===============//
    // Output Prefix //
    //===============//

    // Default is the name of the file.
    let output_prefix = args.output_prefix.unwrap_or_else(|| {
        src.file_name()
            .unwrap()
            .to_os_string()
            .into_string()
            .unwrap()
    });
    debug!("  [*] Output prefix: {}", output_prefix);

    //==========================//
    // Feature GFF Column Names //
    //==========================//

    let feature_names = FeatureNames::new(
        args.five_prime_utr_feature_name,
        args.three_prime_utr_feature_name,
        args.coding_sequence_feature_name,
        args.exon_feature_name,
        args.gene_feature_name,
    );

    //==================//
    // Output Directory //
    //==================//

    let output_directory = match args.output_directory {
        Some(p) => p,
        None => std::env::current_dir()?,
    };
    debug!("  [*] Output directory: {}", output_directory.display());

    //============//
    // Only Facet //
    //============//

    let only_facet = args.only_facet;
    debug!("  [*] Only facet: {:?}", only_facet);

    //===============//
    // VAF File Path //
    //===============//
    let vaf_file_path = args.vaf_file_path;
    debug!("  [*] VAF filepath: {:?}", vaf_file_path);

    //===================//
    // Number of Records //
    //===================//

    let num_records = NumberOfRecords::from(args.num_records);

    app(
        src,
        reference_fasta,
        features_gff,
        reference_genome,
        output_prefix,
        output_directory,
        num_records,
        feature_names,
        only_facet,
        vaf_file_path,
    )
}

//==============//
// Main program //
//==============//

/// Runs the main program for the `qc` subcommand.
#[allow(clippy::too_many_arguments)]
fn app(
    src: PathBuf,
    reference_fasta: Option<PathBuf>,
    features_gff: Option<PathBuf>,
    reference_genome: Rc<Box<dyn ReferenceGenome>>,
    output_prefix: String,
    output_directory: PathBuf,
    num_records: NumberOfRecords,
    feature_names: FeatureNames,
    only_facet: Option<String>,
    vafs_file_path: Option<PathBuf>,
) -> anyhow::Result<()> {
    //=====================================================//
    // Preprocessing: set up file handles and prepare file //
    //=====================================================//

    let ParsedBAMFile {
        mut reader,
        header,
        reference_sequences,
        ..
    } = crate::utils::formats::bam::open_and_parse(&src, IndexCheck::Full)?;

    if !output_directory.exists() {
        std::fs::create_dir_all(output_directory.clone())
            .expect("Could not create output directory.");
    }

    //=====================================================//
    // Preprocessing: reference sequence concordance check //
    //=====================================================//

    let supported_sequences = get_all_sequences(Rc::clone(&reference_genome));

    for (sequence, _) in reference_sequences {
        if !supported_sequences
            .iter()
            .map(|s| s.name())
            .any(|x| x == *sequence)
        {
            bail!(
                "Sequence \"{}\" not found in specified reference genome. \
                Did you set the correct reference genome?",
                sequence
            );
        }
    }

    //=================================================================//
    // Preprocessing: calculate which quality check facets we will run //
    //=================================================================//

    let (mut record_facets, mut sequence_facets) = get_qc_facets(
        features_gff,
        Some(&feature_names),
        Some(&header.parsed),
        reference_fasta,
        Rc::clone(&reference_genome),
        only_facet,
        vafs_file_path,
    )?;

    if !record_facets.is_empty() {
        //===========================================================//
        // First pass: print out which facets we're going to analyze //
        //===========================================================//

        info!("First pass with the following facets enabled:");
        for facet in &record_facets {
            info!("  [*] {}, {:?}", facet.name(), facet.computational_load());
        }

        //====================================================================//
        // First pass: processes every record, accumulating QC stats as we go //
        //====================================================================//

        info!("Starting first pass for QC stats.");
        let mut counter = RecordCounter::new();

        for result in reader.records(&header.parsed) {
            let record = result?;

            for facet in &mut record_facets {
                facet.process(&record)?;
            }

            counter.inc();
            if counter.time_to_break(&num_records) {
                break;
            }
        }

        info!(
            "Processed {} records in the first pass.",
            counter.get().to_formatted_string(&Locale::en)
        );

        //================================//
        // First pass: summarize qc stats //
        //================================//

        info!("Summarizing quality control facets for the first pass.");
        for facet in &mut record_facets {
            facet.summarize()?;
        }
    } else {
        info!("No facets specified that require first pass. Skipping...");
    }

    if !sequence_facets.is_empty() {
        //============================================================//
        // Second pass: print out which facets we're going to analyze //
        //============================================================//

        info!("Second pass with the following facets enabled:");
        for facet in &sequence_facets {
            info!("  [*] {}, {:?}", facet.name(), facet.computational_load());
        }

        //===================================================//
        // Second pass: set up file handles and prepare file //
        //===================================================//

        info!("Starting second pass for QC stats.");
        let mut reader = File::open(&src).map(bam::Reader::new)?;
        let index = bai::read(&src.with_extension("bam.bai")).with_context(|| "bam index")?;

        let mut counter = RecordCounter::new();

        for (name, seq) in header.parsed.reference_sequences() {
            let start = Position::MIN;
            let end = Position::try_from(usize::from(seq.length()))?;

            info!("  [*] Starting sequence {} ", name);

            debug!("    [*] Setting up sequence.");
            for facet in &mut sequence_facets {
                if facet.supports_sequence_name(name) {
                    facet.setup(name, seq)?;
                }
            }

            let query = reader.query(
                &header.parsed,
                &index,
                &Region::new(name.to_string(), start..=end),
            )?;

            debug!("    [*] Processing records from sequence.");
            for result in query {
                let record = result?;
                for facet in &mut sequence_facets {
                    if facet.supports_sequence_name(name) {
                        facet.process(name, seq, &record)?;
                    }
                }

                counter.inc();

                if counter.time_to_break(&num_records) {
                    break;
                }
            }

            debug!("    [*] Tearing down sequence.");
            for facet in &mut sequence_facets {
                if facet.supports_sequence_name(name) {
                    facet.teardown(name, seq)?;
                }
            }
        }
    } else {
        info!("No facets specified that require second pass. Skipping...");
    }

    //=====================================//
    // Finalize: write all results to file //
    //=====================================//

    info!("Aggregating results.");
    let mut results = Results::default();

    for facet in &record_facets {
        facet.aggregate(&mut results);
    }

    for facet in &mut sequence_facets {
        facet.aggregate(&mut results);
    }

    info!("Writing output.");
    results.write(output_prefix, &output_directory)?;

    Ok(())
}