ndarray-csv

Library Listed

Easily read and write homogeneous CSV data to and from 2D ndarrays

Checked · Sources

Downloads
23,808
Dependents
7
Stars
20
Forks
9
Contributors
6
Commits
50
Latest release
0.5.4 ·

About

From the project README ·

Easily read and write homogeneous CSV data to and from 2D ndarrays.

extern crate csv;
extern crate ndarray;
extern crate ndarray_csv;

use csv::{ReaderBuilder, WriterBuilder};
use ndarray::{array, Array2};
use ndarray_csv::{Array2Reader, Array2Writer};
use std::error::Error;
use std::fs::File;

fn main() -> Result<(), Box<dyn Error>> {
    // Our 2x3 test array
    let array = array![[1, 2, 3], [4, 5, 6]];

    // Write the array into the file.
    {
        let file = File::create("test.csv")?;
        let mut writer = WriterBuilder::new().has_headers(false).from_writer(file);
        writer.serialize_array2(&array)?;
    }

    // Read an array back from the file
    let file = File::open("test.csv")?;
    let mut reader = ReaderBuilder::new().has_headers(false).from_reader(file);
    let array_read: Array2<u64> = reader.deserialize_array2((2, 3))?;

    // Ensure that we got the original array back
    assert_eq!(array_read, array);
    Ok(())
}

This project uses cargo-make for builds; to build, run cargo make all.

To prevent denial-of-service attacks, do not read in untrusted CSV streams of unbounded length; this can be implemented with std::io::Read::take.

License: MIT/Apache-2.0

Runs on
GPU support unknown
What shows it
  • no dependency or feature matches a backend row
Native code
None found
  • No native code found
Python bindings
No Python binding crate found
License
Apache-2.0 OR MIT

Compare with similar projects

Order: strongest tier first, then most downloads, then name, with unmeasured values last. A library counts downloads over 30 days. An app counts binary downloads per release. An app with none counts its crate downloads over 30 days. ML Rust runs this catalogue, so its closest project always gets a row.

ndarray-csv beside the projects that share a topic with it
ProjectDownloadsDependentsStarsLatest releaseRuns on (GPU)Native codeLicense
ndarray-csv This page Listed

Easily read and write homogeneous CSV data to and from 2D ndarrays

23,808 downloads over 30 days 7 20 0.5.4 GPU support unknown No native code found Apache-2.0 OR MIT
hdf5-pure Featured

Pure-Rust HDF5 library: read, write, and edit files in place (WASM-compatible, no C dependencies)

64,279 downloads over 30 days 18 42 0.47.0 GPU support unknown No native code found Apache-2.0 OR MIT
vortex Listed

An extensible, state-of-the-art framework for columnar compression, and the fastest FOSS columnar file format. Formerly at @spiraldb, now an Incubation Stage project at LFAI&Data, part of the Linux Foundation.

98,129 downloads over 30 days 32 3,310 0.93.0 GPU support unknown Binds native code: zstd-sys Apache-2.0

Load data from databases to dataframes, the fastest way.

4,951 downloads over 30 days 5 2,659 0.4.6 GPU support unknown Binds native code: libsqlite3-sys (feature src_sqlite), odpic-sys (feature src_oracle), openssl-sys (feature src_postgres) MIT
databend App Listed

Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

48 binary downloads per release Not applicable 9,493 Not measured Not measured Apache-2.0
elusion Listed

Elusion is a modern DataFrame / Data Engineering / Data Analysis library that combines the familiarity of DataFrame operations (like those in PySpark, Pandas, and Polars) with the power of SQL query building.

27 downloads over 30 days 0 144 9.0.0 GPU support unknown Binds native code: ring, openssl-sys MIT
compressr App New

Model conversion and quantization with no Python: reads SafeTensors, GGUF, TCF and PyTorch state dicts, writes SafeTensors, GGUF and TCF, and quantizes to Q2_K through Q8_0 and IQ4 formats, including Q4_K_M mixes. GPTQ, AWQ, NF4, FP8, EXL2 and ONNX input are not implemented.

Python bindings

23 downloads over 30 days Not applicable 0 0.2.1 GPU support unknown No native code found Apache-2.0
Why ListedNo archive, New or Featured rule places it, so it is Listed.

What it lacks for Featured

  • It has 5 active dependents and 1 new dependents in 365 days. Featured needs 11 active dependents or 9 new dependents in 365 days. The repository route reads 20 stars, 9 forks and 6 contributors. It needs 4,539 stars, 434 forks and 79 contributors together.

What else the check found

  • The last activity is on 19 Nov 2025, 355 days ago. The rules expect an update within 450 days. Dormancy rule

Exact rules: Listed, Featured library. The check on applied thresholds version 9.

Every rule outcome, as the check records it
  • expected-interval: version 0.5.4 base 450: E = 450 days
  • dormancy: last activity 2025-11-19, 355 days ago, E = 450: active
  • featured: not featured: active_users 5 < 11 and new_adopters 1 < 9 and repository route stars 20 (needs 4539), forks 9 (needs 434), contributors 6 (needs 79)
  • listed: listed: no archive, new or featured rule applies

Measurements and sources

Each signal row shows the raw value, its source and the fetch date. The Sources list gathers every distinct source on this page. Movement needs more history.

Sources6 sources
Adoption5 active dependents, 1 new dependents in 365 days1 not measured
Adoption measurements
SignalValueSourceFetchedCounts
Active dependents5crates.io database dumpYes
New dependents (365 days)1crates.io database dumpYes
Peak active dependents6.5crates.io database dumpYes
Active dependents as a share of the peak0.9875crates.io database dumpYes
Binary downloads per releaseNot measuredYes
MaintenanceLatest human commit: 11 months ago3 not measured
Maintenance measurements
SignalValueSourceFetchedCounts
Latest human commit2025-11-19GitHub repositoryYes
Latest release2025-11-19crates.io database dumpYes
First release2018-08-19crates.io database dumpYes
Latest version0.5.4crates.io database dumpYes
Days the oldest outside issue waits for a reply0GitHub repositoryYes
Maintainer replies over 365 days1GitHub repositoryYes
Repository archivedfalseGitHub repositoryYes
Repository gonefalseGitHub repositoryYes
Release commit or manifest in the repotruecrates.io packageYes
Published docstruecrates.io database dumpYes
Latest release fails cargo checkNot measuredYes
Build check dateNot measuredYes
Build check toolchainNot measuredYes
SecurityUnpatched vulnerabilities: none
Security measurements
SignalValueSourceFetchedCounts
Unpatched vulnerabilities past the grace windownoneRustSec advisory databaseYes
RustSec unmaintained advisorynoneRustSec advisory databaseYes
Deprecation noticenonecrates.io database dumpYes
Deprecated requirementnonecrates.io database dumpYes
Distribution13 releases, 23,808 downloads over 30 days5 not measured
Distribution measurements
SignalValueSourceFetchedCounts
Releases13crates.io database dumpYes
Downloads over 30 days23808crates.io database dumpYes
Binary downloads over the last 3 releasesNot measuredYes
Homebrew installs on request over 365 daysNot measuredYes
Repology repository familiesNot measuredYes
Docker pull growth over 90 daysNot measuredYes
Docker pulls at the growth baselineNot measuredYes
Every version a prereleasefalsecrates.io database dumpYes
Every version 0.0.xfalsecrates.io database dumpYes
Every version yankedfalsecrates.io database dumpYes
Crate deleted from crates.iofalsecrates.io database dumpYes
Repository20 stars, 9 forks, 6 contributors, 50 commits. Stars alone never qualify a project.
Repository measurements
SignalValueSourceFetchedCounts
GitHub stars20GitHub repositoryYes — one part of the repository route
GitHub forks9GitHub repositoryYes — one part of the repository route
Contributors with a GitHub account6GitHub contributorsYes — one part of the repository route
Commits on the default branch50GitHub repositoryNo
Repository's main crate left out of the entrynonecrates.io database dumpYes
Facts that never count
Facts that never count measurements
SignalValueSourceFetchedCounts
LicenseApache-2.0 OR MITcrates.io database dumpNo
Runs on, from listed crates and their direct dependenciesGPU support unknowncrates.io database dumpNo
What shows each backendno dependency or feature matches a backend rowcrates.io database dumpNo
Native code, from listed crates and their dependenciesNo native code foundcrates.io database dumpNo
Python bindings, from direct dependencies of listed cratesNo Python binding crate foundcrates.io database dumpNo
Crates that depend on a listed crate directly7crates.io database dumpNo

Corrections and review history

Report a correction

No correction applies to this entry.

Judgments

A judgment enters only through an approved issue and a merged pull request.

No judgment applies to this entry.