Numpy format (*.npy) serialization and deserialization.
NPY is a simple binary data format. It stores the type, shape and endianness information in a header, which is followed by a flat binary data field. This crate offers a simple, mostly type-safe way to read and write *.npy files. Files are handled using iterators, so they don't need to fit in memory.
To use npy-rs, two dependencies must be specified in Cargo.toml
:
toml
npy = "0.4"
npy-derive = "0.4"
A typical way to import everything needed is:
```rust
extern crate npy_derive; extern crate npy; ```
The npy-derive
dependency is only needed for
structured array
serialization.
Data can now be imported from a *.npy
file:
```rust use npy::NpyData;
std::fs::File::open("data.npy").unwrap().readtoend(&mut buf).unwrap();
let data: Vec
```
and exported to a *.npy
file:
npy::to_file("data.npy", data).unwrap();
See the documentation for more information.
Several usage examples are available in the examples directory; the simple example shows how to load a file, roundtrip shows both reading and writing. Large files can be memory-mapped as illustrated in the large example.