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View Code? Open in Web Editor NEWARFF file format serializer and deserializer
Home Page: https://docs.rs/arff/
License: Apache License 2.0
ARFF file format serializer and deserializer
Home Page: https://docs.rs/arff/
License: Apache License 2.0
Example:
@ATTRIBUTE pixel10 real
is parsed as "@ATTRIBUTE"
, "pixel1"
, "0 real"
.
Thanks for this crate!
I'm trying to load the MNIST dataset from OpenML in Arff format, and so far
extern crate serde;
extern crate arff;
use std::fs;
use serde::Deserialize;
fn main() {
let contents = fs::read_to_string("/tmp/mnist_784.arff").expect("Error!");
let unnamed_data: Vec<(f32,)> = arff::from_str(&contents).unwrap();
println!("{:?}", unnamed_data);
}
panics due to column dtype validation,
Compiling arff-rust-parser v0.1.0 (/home/rth/projects/scikit-learn/arff-rust-parser)
Finished dev [unoptimized + debuginfo] target(s) in 0.54s
Running `target/debug/arff-rust-parser`
thread 'main' panicked at 'called `Result::unwrap()` on an `Err` value: InvalidColumnType(TextPos { line: 11, column: 18 }, "\tREAL")', src/libcore/result.rs:999:5
note: Run with `RUST_BACKTRACE=1` environment variable to display a backtrace.
possibly because the metadata says that colums are real, while they are integers.
@ATTRIBUTE pixel1 real
@ATTRIBUTE pixel2 real
@ATTRIBUTE pixel3 real
@DATA
0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 [..] 0,0,5
It would be nice if there was an example of loading a dataset from OpenML. A am aware of openml-rust but I'm looking for just a fast ARFF parser that I could use as a replacement for liac-arff.
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