use std::{io::Write, sync::Arc};
use bio::data_structures::interval_tree::ArrayBackedIntervalTree;
use prost::Message;
use crate::common::{self, cli::extract_chrom, spdi};
pub const EXAC_CNV_CASES: u32 = 60_706;
#[derive(clap::Args, Debug, Clone, Default)]
#[group(required = true, multiple = false)]
pub struct ArgsQuery {
#[arg(long, group = "query")]
pub accession: Option<String>,
#[arg(long, group = "query")]
pub all: bool,
#[arg(long, group = "query")]
pub range: Option<spdi::Range>,
}
#[derive(clap::Parser, Debug, Clone)]
#[command(about = "query ClinVar SV data stored in RocksDB", long_about = None)]
pub struct Args {
#[arg(long)]
pub path_rocksdb: String,
#[arg(long, default_value = "clinvar_sv")]
pub cf_name: String,
#[arg(long, default_value = "clinvar_sv_by_rcv")]
pub cf_name_by_rcv: String,
#[arg(long, default_value = "-")]
pub out_file: String,
#[arg(long, default_value = "jsonl")]
pub out_format: common::cli::OutputFormat,
#[command(flatten)]
pub query: ArgsQuery,
}
#[derive(Debug)]
pub struct Meta {
pub genome_release: String,
}
pub fn open_rocksdb<P: AsRef<std::path::Path>>(
path_rocksdb: P,
cf_data: &str,
cf_meta: &str,
cf_by_rcv: &str,
) -> Result<(Arc<rocksdb::DBWithThreadMode<rocksdb::MultiThreaded>>, Meta), anyhow::Error> {
tracing::info!("Opening RocksDB database ...");
let before_open = std::time::Instant::now();
let cf_names = &[cf_meta, cf_data, cf_by_rcv];
let db = Arc::new(rocksdb::DB::open_cf_for_read_only(
&rocksdb::Options::default(),
common::readlink_f(&path_rocksdb)?,
cf_names,
true,
)?);
tracing::info!(" reading meta information");
let meta = {
let cf_meta = db.cf_handle(cf_meta).unwrap();
let meta_genome_release = String::from_utf8(
db.get_cf(&cf_meta, "genome-release")?
.ok_or_else(|| anyhow::anyhow!("missing value meta:genome-release"))?,
)?;
Meta {
genome_release: meta_genome_release,
}
};
tracing::info!(" meta:genome-release = {}", &meta.genome_release);
tracing::info!(
"... opening RocksDB database took {:?}",
before_open.elapsed()
);
Ok((db, meta))
}
pub fn open_rocksdb_from_args(
args: &Args,
) -> Result<(Arc<rocksdb::DBWithThreadMode<rocksdb::MultiThreaded>>, Meta), anyhow::Error> {
open_rocksdb(
&args.path_rocksdb,
&args.cf_name,
"meta",
&args.cf_name_by_rcv,
)
}
fn print_record(
out_writer: &mut Box<dyn std::io::Write>,
output_format: common::cli::OutputFormat,
value: &crate::pbs::annonars::clinvar::v1::sv::Record,
) -> Result<(), anyhow::Error> {
match output_format {
common::cli::OutputFormat::Jsonl => {
writeln!(out_writer, "{}", serde_json::to_string(value)?)?;
}
}
Ok(())
}
pub fn query_for_accession(
accession: &str,
db: &rocksdb::DBWithThreadMode<rocksdb::MultiThreaded>,
cf_data: &Arc<rocksdb::BoundColumnFamily>,
cf_by_rcv: &Arc<rocksdb::BoundColumnFamily>,
) -> Result<Option<crate::pbs::annonars::clinvar::v1::sv::Record>, anyhow::Error> {
tracing::debug!("accession = {:?}", &accession);
let vcv = if accession.starts_with("VCV") {
accession.as_bytes().into()
} else if accession.starts_with("RCV") {
db.get_cf(cf_by_rcv, accession.as_bytes())?
.ok_or_else(|| anyhow::anyhow!("no VCV found for RCV {}", accession))?
} else {
anyhow::bail!("Not a valid VCV/RCV accession: {:?}", &accession);
};
tracing::debug!("vcv = {:?}", &vcv);
let raw_value = db
.get_cf(cf_data, vcv.clone())
.map_err(|e| anyhow::anyhow!("error while querying for vcv {:?}: {}", vcv, e))?;
raw_value
.map(|raw_value| {
crate::pbs::annonars::clinvar::v1::sv::Record::decode(&mut std::io::Cursor::new(
&raw_value,
))
.map_err(|e| anyhow::anyhow!("failed to decode record: {}", e))
})
.transpose()
}
fn print_all(
out_writer: &mut Box<dyn std::io::Write>,
out_format: common::cli::OutputFormat,
db: &rocksdb::DBWithThreadMode<rocksdb::MultiThreaded>,
cf_data: &Arc<rocksdb::BoundColumnFamily>,
) -> Result<(), anyhow::Error> {
tracing::info!("dumping all records...");
let mut iter = db.raw_iterator_cf(cf_data);
iter.seek(b"");
while iter.valid() {
if let Some(raw_value) = iter.value() {
let record = crate::pbs::annonars::clinvar::v1::sv::Record::decode(
&mut std::io::Cursor::new(&raw_value),
)
.map_err(|e| anyhow::anyhow!("failed to decode record: {}", e))?;
print_record(out_writer, out_format, &record)?;
iter.next();
} else {
break;
}
}
tracing::info!("... done dumping all records");
Ok(())
}
pub struct IntervalTrees {
trees: rustc_hash::FxHashMap<String, ArrayBackedIntervalTree<u64, String>>,
db: Arc<rocksdb::DBWithThreadMode<rocksdb::MultiThreaded>>,
cf_data_name: String,
meta: Meta,
}
impl IntervalTrees {
pub fn with_db(
db: Arc<rocksdb::DBWithThreadMode<rocksdb::MultiThreaded>>,
cf_data_name: &str,
meta: Meta,
) -> Result<Self, anyhow::Error> {
let cf_data = db.cf_handle(cf_data_name).ok_or_else(|| {
anyhow::anyhow!("no column family with name {:?} found", cf_data_name)
})?;
Ok(Self {
trees: Self::build_trees(db.clone(), cf_data.clone())?,
db: db.clone(),
cf_data_name: cf_data_name.to_string(),
meta,
})
}
fn build_trees(
db: Arc<rocksdb::DBWithThreadMode<rocksdb::MultiThreaded>>,
cf_data: Arc<rocksdb::BoundColumnFamily>,
) -> Result<rustc_hash::FxHashMap<String, ArrayBackedIntervalTree<u64, String>>, anyhow::Error>
{
let mut result: rustc_hash::FxHashMap<String, ArrayBackedIntervalTree<u64, String>> =
rustc_hash::FxHashMap::default();
let mut iter = db.raw_iterator_cf(&cf_data);
iter.seek(b"");
while iter.valid() {
if let Some(raw_value) = iter.value() {
let record = crate::pbs::annonars::clinvar::v1::sv::Record::decode(
&mut std::io::Cursor::new(&raw_value),
)
.map_err(|e| anyhow::anyhow!("failed to decode record: {}", e))?;
tracing::trace!("iterator at {:?} => {:?}", &iter.key(), &record);
let crate::pbs::annonars::clinvar::v1::sv::Record {
chromosome,
start,
stop,
vcv,
..
} = record;
let interval = (start as u64 - 1)..(stop as u64);
tracing::trace!("contig = {} / {:?} / {}", &chromosome, &interval, &vcv);
result
.entry(chromosome.clone())
.or_default()
.insert(interval, vcv);
assert!(result.contains_key(&chromosome));
iter.next();
} else {
break;
}
}
result.values_mut().for_each(|tree| tree.index());
Ok(result)
}
pub fn query(
&self,
range: &spdi::Range,
) -> Result<Vec<crate::pbs::annonars::clinvar::v1::sv::Record>, anyhow::Error> {
let contig = extract_chrom::from_range(range, Some(&self.meta.genome_release))?;
let cf_data = self.db.cf_handle(&self.cf_data_name).ok_or_else(|| {
anyhow::anyhow!("no column family with name {:?} found", &self.cf_data_name)
})?;
let interval = (range.start as u64 - 1)..(range.end as u64);
let mut result = Vec::new();
if let Some(tree) = self.trees.get(&contig) {
for entry in tree.find(&interval) {
if let Some(raw_value) = self.db.get_cf(&cf_data, entry.data().as_bytes())? {
let record = crate::pbs::annonars::clinvar::v1::sv::Record::decode(
&mut std::io::Cursor::new(&raw_value),
)
.map_err(|e| anyhow::anyhow!("failed to decode record: {}", e))?;
result.push(record);
}
}
} else {
tracing::warn!("unknown contig: {:?}", &contig);
}
Ok(result)
}
}
pub fn run(common: &common::cli::Args, args: &Args) -> Result<(), anyhow::Error> {
tracing::info!("Starting 'clinvar-sv query' command");
tracing::info!("common = {:#?}", &common);
tracing::info!("args = {:#?}", &args);
let (db, meta) = open_rocksdb_from_args(args)?;
let cf_data = db.cf_handle(&args.cf_name).unwrap();
let cf_by_rcv = db.cf_handle(&args.cf_name_by_rcv).unwrap();
let mut out_writer = match args.out_file.as_ref() {
"-" => Box::new(std::io::stdout()) as Box<dyn std::io::Write>,
out_file => {
let path = std::path::Path::new(out_file);
Box::new(std::fs::File::create(path).unwrap()) as Box<dyn std::io::Write>
}
};
tracing::info!("Running query...");
let before_query = std::time::Instant::now();
if let Some(accession) = args.query.accession.as_ref() {
tracing::info!("for accession {}", &accession);
if let Some(record) = query_for_accession(accession, &db, &cf_data, &cf_by_rcv)? {
print_record(&mut out_writer, args.out_format, &record)?;
} else {
tracing::info!("no record found for accession {:?}", &accession);
}
} else if let Some(range) = args.query.range.as_ref() {
tracing::info!("for range {:?}", &range);
tracing::info!("Building interval trees...");
let trees = IntervalTrees::with_db(db.clone(), &args.cf_name, meta)
.map_err(|e| anyhow::anyhow!("failed to build interval trees: {}", e))?;
tracing::info!("... done building interval trees");
tracing::info!("Running query...");
let records = trees
.query(range)
.map_err(|e| anyhow::anyhow!("failed to query interval trees: {}", e))?;
for record in &records {
print_record(&mut out_writer, args.out_format, record)?;
}
tracing::info!("... done running query");
} else if args.query.all {
tracing::info!("for all");
print_all(&mut out_writer, args.out_format, &db, &cf_data)?;
} else {
unreachable!();
}
tracing::info!("... done querying in {:?}", before_query.elapsed());
tracing::info!("All done. Have a nice day!");
Ok(())
}
#[cfg(test)]
mod test {
use std::str::FromStr as _;
use super::*;
use temp_testdir::TempDir;
fn args(query: ArgsQuery) -> (common::cli::Args, Args, TempDir) {
let temp = TempDir::default();
let common = common::cli::Args {
verbose: clap_verbosity_flag::Verbosity::new(1, 0),
};
let args = Args {
path_rocksdb: String::from("tests/clinvar-sv/clinvar-sv-grch37.tsv.db"),
cf_name: String::from("clinvar_sv"),
cf_name_by_rcv: String::from("clinvar_sv_by_rcv"),
out_file: temp.join("out").to_string_lossy().to_string(),
out_format: common::cli::OutputFormat::Jsonl,
query,
};
(common, args, temp)
}
#[test]
fn smoke_query_var_vcv() -> Result<(), anyhow::Error> {
let (common, args, _temp) = args(ArgsQuery {
accession: Some("VCV000057688".into()),
..Default::default()
});
run(&common, &args)?;
let out_data = std::fs::read_to_string(&args.out_file)?;
insta::assert_snapshot!(&out_data);
Ok(())
}
#[test]
fn smoke_query_var_rcv() -> Result<(), anyhow::Error> {
let (common, args, _temp) = args(ArgsQuery {
accession: Some("RCV000051426".into()),
..Default::default()
});
run(&common, &args)?;
let out_data = std::fs::read_to_string(&args.out_file)?;
insta::assert_snapshot!(&out_data);
Ok(())
}
#[test]
fn smoke_query_var_all() -> Result<(), anyhow::Error> {
let (common, args, _temp) = args(ArgsQuery {
all: true,
..Default::default()
});
run(&common, &args)?;
let out_data = std::fs::read_to_string(&args.out_file)?;
insta::assert_snapshot!(&out_data);
Ok(())
}
#[test]
fn smoke_query_var_range_exact() -> Result<(), anyhow::Error> {
let (common, args, _temp) = args(ArgsQuery {
range: Some(spdi::Range::from_str("GRCh37:22:34150132:34182300")?),
..Default::default()
});
run(&common, &args)?;
let out_data = std::fs::read_to_string(&args.out_file)?;
insta::assert_snapshot!(&out_data);
Ok(())
}
#[test]
fn smoke_query_var_range_overlap() -> Result<(), anyhow::Error> {
let (common, args, _temp) = args(ArgsQuery {
range: Some(spdi::Range::from_str("GRCh37:22:34150132:34150200")?),
..Default::default()
});
run(&common, &args)?;
let out_data = std::fs::read_to_string(&args.out_file)?;
insta::assert_snapshot!(&out_data);
Ok(())
}
#[test]
fn smoke_query_var_range_no_overlap() -> Result<(), anyhow::Error> {
let (common, args, _temp) = args(ArgsQuery {
range: Some(spdi::Range::from_str("GRCh37:22:34182000:34182300")?),
..Default::default()
});
run(&common, &args)?;
let out_data = std::fs::read_to_string(&args.out_file)?;
insta::assert_snapshot!(&out_data);
Ok(())
}
}