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8 changed files with 20 additions and 58 deletions

5
.gitignore vendored
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@ -19,8 +19,3 @@ Cargo.lock
# Added by cargo
/target
.vscode
.ipynb_checkpoints
/data

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@ -1,5 +0,0 @@
pipeline:
build:
image: rust:1-buster
commands:
- cargo install --path .

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@ -1,14 +1,7 @@
[package]
name = "dr"
description = "Command-line data file processing in Rust"
version = "0.2.0"
version = "0.1.0"
edition = "2021"
include = [
"**/*.rs",
"Cargo.toml",
]
license-file = "LICENSE"
repository = "https://git.guillemborrell.es/guillem/dr"
# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html

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@ -1,6 +1,6 @@
# dr.rs
A toolkit to process data files (csv and parquet) using the command line, inspired by [csvkit](https://github.com/wireservice/csvkit), with blazing speed, and powered by Rust.
A set of data files (mostly csv and parquet) processing utilities inspired by [csvkit](https://github.com/wireservice/csvkit) with blazing speed, powered by Rust.
You may wonder why I'm implementing this, since there's already [xsv](https://github.com/BurntSushi/xsv). There are two reasons for that:
@ -37,10 +37,6 @@ shape: (3, 2)
└──────┴───────────┘
```
## Performance
## Built standing on the shoulders of giants
None of this would be possible without [Polars](https://github.com/pola-rs/polars)

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@ -1,7 +0,0 @@
#!/usr/bin/env python3
import sys
import pandas as pd
df = pd.read_csv(sys.stdin)
print(df.groupby("Dept", as_index=False).Weekly_Sales.mean())

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@ -1,8 +0,0 @@
select
Dept,
avg(Weekly_Sales)
from
this
group by
Dept

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@ -1,6 +1,5 @@
use polars::frame::DataFrame;
use polars::prelude::*;
use std::fs;
use std::io;
use std::io::Read;
@ -27,10 +26,15 @@ pub fn dump_csv_to_stdout(df: &mut DataFrame) {
};
}
/// Read parquet and return a Polars DataFrame
pub fn read_parquet(path: String) -> DataFrame {
let file = fs::File::open(path).expect("Could not open file");
let df = match ParquetReader::new(file).finish() {
/// Read parquet format from stdin and return a Polars DataFrame
pub fn load_parquet_from_stdin() -> DataFrame {
let mut buffer: String = String::new();
let _res: () = match io::stdin().read_to_string(&mut buffer) {
Ok(_ok) => (),
Err(_e) => (),
};
let cursor = io::Cursor::new(buffer.as_bytes());
let df = match ParquetReader::new(cursor).finish() {
Ok(df) => df,
Err(e) => {
eprintln!("{e}");

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@ -11,11 +11,7 @@ fn main() {
.arg(arg!(-d --delimiter <String> "Column delimiter").required(false)),
)
.subcommand(Command::new("print").about("Pretty prints the table"))
.subcommand(
Command::new("rpq")
.about("Read parquet file")
.arg(arg!([path] "Path to the parquet file")),
)
.subcommand(Command::new("rpq").about("Read parquet file"))
.get_matches();
if let Some(matches) = matches.subcommand_matches("sql") {
@ -30,17 +26,15 @@ fn main() {
let mut df = io::load_csv_from_stdin();
io::dump_csv_to_stdout(&mut df);
}
} else if let Some(_matches) = matches.subcommand_matches("print") {
}
if let Some(_matches) = matches.subcommand_matches("print") {
let df = io::load_csv_from_stdin();
println!("{}", df)
} else if let Some(matches) = matches.subcommand_matches("rpq") {
if let Some(path) = matches.get_one::<String>("path") {
let mut df = io::read_parquet(path.to_string());
}
if let Some(_matches) = matches.subcommand_matches("rpq") {
let mut df = io::load_parquet_from_stdin();
io::dump_csv_to_stdout(&mut df);
} else {
eprintln!("File not found")
}
} else {
println!("No command provided. Please execute dr --help")
}
}