Crate netcdf[−][src]
Rust bindings for Unidata’s libnetcdf
This crate allows one to store and retrieve multi-dimensional arrays from a
netCDF
supported format, which can be a netCDF
file, a subset of hdf5
files,
or from a DAP url.
netCDF
files are self-contained, they contain metadata about the data contained in them.
See the CF Conventions
for conventions used for climate and
forecast models.
To explore the documentation, see the Functions
section, in particular
open()
, create(), and
append()`.
For more information see:
Examples
How to read a variable from a file:
// Open the file `simple_xy.nc`: let file = netcdf::open("simple_xy.nc")?; // Get the variable in this file with the name "data" let var = &file.variable("data").expect("Could not find variable 'data'"); // Read a single datapoint from the variable as a numeric type let data_i32 = var.value::<i32>(None)?; let data_f32 : f32 = var.value(None)?; // If your variable is multi-dimensional you might want to get a certain index let data_i32 = var.value::<i32>(Some(&[40, 0, 0]))?; // You can use `values()` to get all the data from the variable. // Passing `None` as both arguments will give you the entire slice let data = var.values::<i32>(None, None)?; // A subset can also be selected, the following will extract the slice at // `(40, 0, 0)` and get a dataset of size `100, 100` from this let data = var.values::<i32>(Some(&[40, 0 ,0]), Some(&[1, 100, 100]))?;
How to create a new file and write to it:
// Create a new file with default settings let mut file = netcdf::create("crabs.nc")?; // We must create a dimension which corresponds to our data file.add_dimension("ncrabs", 10)?; // These dimensions can also be unlimited and will be resized when writing file.add_unlimited_dimension("time")?; // A variable can now be declared, and must be created from the dimension names. let mut var = file.add_variable::<i32>( "crab_coolness_level", &["time", "ncrabs"], )?; // Metadata can be added to the variable var.add_attribute("units", "Kelvin"); var.add_attribute("add_offset", 273.15_f32); // Data can then be created and added to the variable let data : Vec<i32> = vec![42; 10]; var.put_values(&data, Some(&[0, 0]), None); // (This puts data at offset (0, 0) until all the data has been consumed) // Values can be added along the unlimited dimension, which // resizes along the `time` axis var.put_values(&data, Some(&[1, 0]), None);
Re-exports
pub use attribute::*; |
pub use dimension::*; |
pub use file::*; |
pub use group::*; |
pub use variable::*; |
Modules
attribute | Add and read attributes from netcdf groups and variables |
dimension | Interact with netcdf dimensions |
error | Errors that can appear when interacting with netcdf files. This module contains conversion traits and the result type used in this crate. |
file | Open, create, and append netcdf files |
group | All netcdf items belong in the root group, which can be interacted with to get the underlying data |
types | Contains functions and enums describing variable types |
variable | Variables in the netcdf file |
Functions
append | Open a |
append_with | Open a |
create | Open a netcdf file in create mode |
create_with | Open a |
open | Open a |
open_with | Open a |