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use anyhow::{anyhow, ensure};
use csv::{ReaderBuilder, StringRecord, Writer};
use std::cmp;
use std::convert::TryFrom;
use teaclave_types::{FunctionArguments, FunctionRuntime};
const IN_DATA1: &str = "input_data1";
const IN_DATA2: &str = "input_data2";
const OUT_RESULT: &str = "output_result";
#[derive(Default)]
pub struct OrderedSetJoin;
#[derive(serde::Deserialize)]
pub struct OrderedSetJoinArguments {
left_column: usize,
right_column: usize,
ascending: bool,
drop: bool,
}
impl TryFrom<FunctionArguments> for OrderedSetJoinArguments {
type Error = anyhow::Error;
fn try_from(arguments: FunctionArguments) -> Result<Self, Self::Error> {
use anyhow::Context;
serde_json::from_str(&arguments.into_string()).context("Cannot deserialize arguments")
}
}
impl OrderedSetJoin {
pub const NAME: &'static str = "builtin-ordered-set-join";
pub fn new() -> Self {
Default::default()
}
pub fn run(
&self,
arguments: FunctionArguments,
runtime: FunctionRuntime,
) -> anyhow::Result<String> {
let args = OrderedSetJoinArguments::try_from(arguments)?;
let mut rdr1 = ReaderBuilder::new()
.has_headers(false)
.from_reader(runtime.open_input(IN_DATA1)?);
let mut rdr2 = ReaderBuilder::new()
.has_headers(false)
.from_reader(runtime.open_input(IN_DATA2)?);
let mut wtr = Writer::from_writer(runtime.create_output(OUT_RESULT)?);
let mut record1 = StringRecord::new();
let mut record2 = StringRecord::new();
let mut count = 0;
ensure!(rdr1.read_record(&mut record1)?, "input1 is empty");
ensure!(rdr2.read_record(&mut record2)?, "input2 is empty");
loop {
let fields1 = record1
.get(args.left_column)
.ok_or_else(|| anyhow!("invalid index"))?;
let fields2 = record2
.get(args.right_column)
.ok_or_else(|| anyhow!("invalid index"))?;
let order = &fields1.cmp(fields2);
match order {
cmp::Ordering::Equal => {
let new_record1 = if args.drop {
drop_column(&record1, args.left_column)
} else {
record1.clone()
};
let new_record2 = drop_column(&record2, args.right_column);
wtr.write_record(new_record1.iter().chain(&new_record2))?;
count += 1;
if !rdr1.read_record(&mut record1)? || !rdr2.read_record(&mut record2)? {
break;
}
}
cmp::Ordering::Less => {
if args.ascending {
if !rdr1.read_record(&mut record1)? {
break;
}
} else if !rdr2.read_record(&mut record2)? {
break;
}
}
cmp::Ordering::Greater => {
if args.ascending {
if !rdr2.read_record(&mut record2)? {
break;
}
} else if !rdr1.read_record(&mut record1)? {
break;
}
}
}
}
Ok(format!("{} records", count))
}
}
pub fn drop_column(column: &StringRecord, index: usize) -> StringRecord {
StringRecord::from(
column
.iter()
.enumerate()
.filter_map(|(i, e)| if i != index { Some(e) } else { None })
.collect::<Vec<_>>(),
)
}
#[cfg(feature = "enclave_unit_test")]
pub mod tests {
use super::*;
use serde_json::json;
use std::path::Path;
use std::untrusted::fs;
use teaclave_crypto::*;
use teaclave_runtime::*;
use teaclave_test_utils::*;
use teaclave_types::*;
pub fn run_tests() -> bool {
run_tests!(test_ordered_set_join)
}
fn test_ordered_set_join() {
let arguments = FunctionArguments::from_json(json!({
"left_column": 0,
"right_column": 0,
"ascending":true,
"drop":true
}))
.unwrap();
let base = Path::new("fixtures/functions/ordered_set_join");
let user1_input = base.join("join0.csv");
let output = base.join("output_join.csv");
let user2_input = base.join("join1.csv");
let input_files = StagedFiles::new(hashmap!(
IN_DATA1 =>
StagedFileInfo::new(&user1_input, TeaclaveFile128Key::random(), FileAuthTag::mock()),
IN_DATA2 =>
StagedFileInfo::new(&user2_input, TeaclaveFile128Key::random(), FileAuthTag::mock()),
));
let output_files = StagedFiles::new(hashmap!(
OUT_RESULT =>
StagedFileInfo::new(&output, TeaclaveFile128Key::random(), FileAuthTag::mock()),
));
let runtime = Box::new(RawIoRuntime::new(input_files, output_files));
let summary = OrderedSetJoin::new().run(arguments, runtime).unwrap();
assert_eq!("120 records".to_string(), summary);
let expected_output = "fixtures/functions/gbdt_training/train.txt";
let result = fs::read_to_string(&output).unwrap();
let expected = fs::read_to_string(expected_output).unwrap();
assert_eq!(result.trim(), expected.trim());
}
}