ndarray-csv
Library Listed
Easily read and write homogeneous CSV data to and from 2D ndarrays
- Downloads
- 23,808
- Dependents
- 7
- Stars
- 20
- Forks
- 9
- Contributors
- 6
- Commits
- 50
- Latest release
- 0.5.4 ·
About
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
Compatibility
- 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.
| Project | Downloads | Dependents | Stars | Latest release | Runs on (GPU) | Native code | License |
|---|---|---|---|---|---|---|---|
|
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 |
|
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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. |
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connector-x Listed
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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 |
|
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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 |
|
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 daysdormancy: last activity 2025-11-19, 355 days ago, E = 450: activefeatured: 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
- Description: the crates.io description
- crates.io database dump, fetched
- RustSec advisory database, fetched
- GitHub repository, fetched
- crates.io package, fetched
- GitHub contributors, fetched
Adoption5 active dependents, 1 new dependents in 365 days1 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Active dependents | 5 | crates.io database dump | Yes | |
| New dependents (365 days) | 1 | crates.io database dump | Yes | |
| Peak active dependents | 6.5 | crates.io database dump | Yes | |
| Active dependents as a share of the peak | 0.9875 | crates.io database dump | Yes | |
| Binary downloads per release | Not measured | Yes |
MaintenanceLatest human commit: 11 months ago3 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Latest human commit | 2025-11-19 | GitHub repository | Yes | |
| Latest release | 2025-11-19 | crates.io database dump | Yes | |
| First release | 2018-08-19 | crates.io database dump | Yes | |
| Latest version | 0.5.4 | crates.io database dump | Yes | |
| Days the oldest outside issue waits for a reply | 0 | GitHub repository | Yes | |
| Maintainer replies over 365 days | 1 | GitHub repository | Yes | |
| Repository archived | false | GitHub repository | Yes | |
| Repository gone | false | GitHub repository | Yes | |
| Release commit or manifest in the repo | true | crates.io package | Yes | |
| Published docs | true | crates.io database dump | Yes | |
| Latest release fails cargo check | Not measured | Yes | ||
| Build check date | Not measured | Yes | ||
| Build check toolchain | Not measured | Yes |
SecurityUnpatched vulnerabilities: none
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Unpatched vulnerabilities past the grace window | none | RustSec advisory database | Yes | |
| RustSec unmaintained advisory | none | RustSec advisory database | Yes | |
| Deprecation notice | none | crates.io database dump | Yes | |
| Deprecated requirement | none | crates.io database dump | Yes |
Distribution13 releases, 23,808 downloads over 30 days5 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Releases | 13 | crates.io database dump | Yes | |
| Downloads over 30 days | 23808 | crates.io database dump | Yes | |
| Binary downloads over the last 3 releases | Not measured | Yes | ||
| Homebrew installs on request over 365 days | Not measured | Yes | ||
| Repology repository families | Not measured | Yes | ||
| Docker pull growth over 90 days | Not measured | Yes | ||
| Docker pulls at the growth baseline | Not measured | Yes | ||
| Every version a prerelease | false | crates.io database dump | Yes | |
| Every version 0.0.x | false | crates.io database dump | Yes | |
| Every version yanked | false | crates.io database dump | Yes | |
| Crate deleted from crates.io | false | crates.io database dump | Yes |
Repository20 stars, 9 forks, 6 contributors, 50 commits. Stars alone never qualify a project.
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| GitHub stars | 20 | GitHub repository | Yes — one part of the repository route | |
| GitHub forks | 9 | GitHub repository | Yes — one part of the repository route | |
| Contributors with a GitHub account | 6 | GitHub contributors | Yes — one part of the repository route | |
| Commits on the default branch | 50 | GitHub repository | No | |
| Repository's main crate left out of the entry | none | crates.io database dump | Yes |
Facts that never count
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| License | Apache-2.0 OR MIT | crates.io database dump | No | |
| Runs on, from listed crates and their direct dependencies | GPU support unknown | crates.io database dump | No | |
| What shows each backend | no dependency or feature matches a backend row | crates.io database dump | No | |
| Native code, from listed crates and their dependencies | No native code found | crates.io database dump | No | |
| Python bindings, from direct dependencies of listed crates | No Python binding crate found | crates.io database dump | No | |
| Crates that depend on a listed crate directly | 7 | crates.io database dump | No |
Corrections and review history
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.