CDFpp (CDF++)

A modern, from-scratch C++20 implementation of NASA's CDF (Common Data Format) with full Python bindings.

📖 Documentation: quickstart, guides for reading and for producing ISTP-compliant files, cookbook, and C++ guide. The examples run live in your browser.

Why another CDF library? NASA's official C implementation has no multi-thread support (global shared state), an aging C89 interface, and a license incompatible with most Linux distribution policies. CDFpp solves all three: it is thread-safe, idiomatic C++20, and MIT-licensed.

Highlights

C++20 library, mostly headers — see the C++ guide for the compiler flags
Complete read/write support — CDF versions 2.2 through 3.x, row and column major, compressed files and variables (GZip, RLE)
Python bindings (pycdfpp) via pybind11 — zero-copy NumPy integration, GIL-free I/O
SIMD-accelerated time conversions — AVX512/AVX2/SSE2 runtime dispatch for TT2000, EPOCH, EPOCH16
Lazy loading — variable data is read on first access, not at file open
Fast — 5.6× to several hundred times faster than spacepy and cdflib at reading, 3.7× to 14× at writing compressed files (see below); SIMD time conversions at up to 8 billion epochs/s (TT2000, AVX-512)
Runs everywhere — Linux, Windows, macOS (x86_64 + ARM64), and WebAssembly (Pyodide / emscripten-forge)
In-browser app — CDFpp Explorer inspects, plots, and ISTP-validates CDF files entirely client-side, no install

Packages & CI

	Linux x86_64	Linux aarch64	Windows x86_64	macOS x86_64	macOS ARM64	WASM (Pyodide)
Wheels
Tests

Also available on emscripten-forge for use in JupyterLite and other Emscripten-based environments.

CDFpp Explorer — CDF files in your browser

CDFpp compiles to WebAssembly, so the whole library runs client-side — no install, no server, and your files never leave your machine. CDFpp Explorer is a small web app built on it:

Inspect — browse variables and attributes grouped by ISTP VAR_TYPE, with live search and a value preview
Plot — line plots and spectrograms, ISTP-aware (DEPEND_0 time axis, DISPLAY_TYPE, SCALETYP, fill/valid masking), with CSV / JSON export
Validate — hand the file to AstraLint for ISTP conformance checking

👉 Open CDFpp Explorer

The WebAssembly wrapper lives in wacdfpp/ and ships TypeScript declarations (wacdfpp/cdfpp.d.ts) for embedding CDF read/write — with zero-copy typed arrays — in your own JavaScript app.

Installing

From PyPI

pip install pycdfpp

C++ library

See Adding CDFpp to your project in the C++ guide.

From source (Python wheel)

python -m build .
# wheel is in dist/

Quick start (Python)

Reading a CDF file

import pycdfpp

cdf = pycdfpp.load("my_data.cdf")

# Variables expose numpy arrays (zero-copy when possible)
data = cdf["variable_name"].values

# Global attributes
print(cdf.attributes["Project"][0])

# Variable attributes
print(cdf["variable_name"].attributes["UNITS"].value)

# Iterate over all variables
for name, var in cdf.items():
    print(f"{name}: shape={var.shape}, type={var.type}")

Loading from memory

import pycdfpp

# Load from any bytes-like object (useful with HTTP responses, S3, etc.)
with open("my_data.cdf", "rb") as f:
    cdf = pycdfpp.load(f.read())

Time conversions

CDFpp handles all three CDF time types (EPOCH, EPOCH16, TT2000) and converts them to numpy datetime64[ns] or Python datetime:

import pycdfpp
import numpy as np

cdf = pycdfpp.load("my_data.cdf")

# Convert any CDF time variable to numpy datetime64 (fast, ~2ns/element)
times = pycdfpp.to_datetime64(cdf["Epoch"])

# Or to Python datetime objects
times_dt = pycdfpp.to_datetime(cdf["Epoch"])

# Format as strings (e.g. for PDS4 compliance)
time_strings = pycdfpp.to_time_string(cdf["Epoch"], "%Y-%m-%dT%H:%M:%SZ")
# array([b'2020-02-01T00:00:00.000000000Z', ...])

# Convert Python/numpy times to CDF types
tt2000_values = pycdfpp.to_tt2000(np.array(['2020-01-01', '2020-06-15'], dtype='datetime64[ns]'))
epoch_values = pycdfpp.to_epoch(np.array(['2020-01-01', '2020-06-15'], dtype='datetime64[ns]'))

Creating and writing CDF files

import pycdfpp
import numpy as np
from datetime import datetime

cdf = pycdfpp.CDF()

# Add global attributes (each entry is a list of values)
cdf.add_attribute("Project", ["MyMission"])
cdf.add_attribute("PI_name", ["Jane Doe"])

# Add a time variable with TT2000 encoding
times = np.arange('2020-01-01', '2020-01-02', dtype='datetime64[h]').astype('datetime64[ns]')
cdf.add_variable("Epoch", values=times, data_type=pycdfpp.DataType.CDF_TIME_TT2000)

# Add a data variable with variable attributes
cdf.add_variable("B_GSM",
    values=np.random.randn(24, 3).astype(np.float32),
    attributes={
        "FIELDNAM": "Magnetic Field",
        "UNITS": "nT",
        "DEPEND_0": "Epoch",
    })

# Save to disk
pycdfpp.save(cdf, "output.cdf")

# Or save to memory (returns bytes)
data = pycdfpp.save(cdf)

Compressed CDF files

import pycdfpp
import numpy as np

cdf = pycdfpp.CDF()
cdf.add_variable("data", values=np.zeros(10000, dtype=np.float64))

# Whole-file GZip compression
cdf.compression = pycdfpp.CompressionType.gzip_compression
pycdfpp.save(cdf, "compressed.cdf")

# Or per-variable compression
cdf2 = pycdfpp.CDF()
cdf2.add_variable("data",
    values=np.zeros(10000, dtype=np.float64),
    compression=pycdfpp.CompressionType.gzip_compression)

Filtering variables

import pycdfpp

cdf = pycdfpp.load("large_file.cdf")

# Keep only specific variables and attributes (returns a new CDF)
filtered = cdf.filter(variables=["Epoch", "B_GSM"], attributes=["Project"])

# Filter with a regex pattern
filtered = cdf.filter(variables="B_.*", attributes=".*")

# Filter with a callable
filtered = cdf.filter(variables=lambda var: var.name.startswith("B_"))

Cloning variables between CDF files

import pycdfpp

src = pycdfpp.load("source.cdf")
dst = pycdfpp.CDF()

# Clone a variable (deep copy, including its attributes)
dst.add_variable(src["Epoch"])
dst.add_variable(src["B_GSM"])

NumPy buffer protocol

Variables implement the Python buffer protocol, so they work directly with NumPy and any library that accepts array-like objects:

import pycdfpp
import numpy as np

cdf = pycdfpp.load("my_data.cdf")

# Direct numpy array construction (zero-copy for numeric types)
arr = np.array(cdf["B_GSM"])

Quick start (C++)

Reading

#include "cdfpp/cdf-io/cdf-io.hpp"
#include <iostream>

int main()
{
    // cdf::io::load returns std::optional<CDF>
    if (auto cdf = cdf::io::load("my_data.cdf"))
    {
        for (const auto& [name, variable] : cdf->variables)
            std::cout << name << " shape: " << variable.shape() << "\n";

        for (const auto& [name, attribute] : cdf->attributes)
            std::cout << name << "\n";
    }
}

Writing

#include "cdfpp/cdf-io/cdf-io.hpp"

int main()
{
    cdf::CDF my_cdf;

    // Save to file (returns bool)
    cdf::io::save(my_cdf, "output.cdf");

    // Or save to memory (returns a vector<char>)
    auto data = cdf::io::save(my_cdf);
}

Loading from memory

#include "cdfpp/cdf-io/cdf-io.hpp"
#include <vector>

void process(const std::vector<char>& buffer)
{
    if (auto cdf = cdf::io::load(buffer.data(), buffer.size()))
    {
        // ...
    }
}

Benchmarks

Compared with spacepy and cdflib

Everyday tasks on real CDAWeb files, with each library used the way its documentation shows, including its fastest time conversion. All three return the same values.

Task	Data	pycdfpp	spacepy.pycdf	cdflib
Open a file, list variables, read all attributes	MMS FPI electron distribution, 178 MB	0.6 ms	264 ms (407×)	9.9 ms (15×)
Read B and its time axis as `datetime64`	MMS FGM survey, 1.2 M points, gzip, TT2000	7.8 ms	3.77 s (483×)	306 ms (39×)
Read B and its time axis as `datetime64`	Wind MFI, 0.9 M points, CDF_EPOCH	3.6 ms	40.2 ms (11×)	13.3 s (3718×)
Read every variable of a file	MMS FPI electron distribution, 178 MB, gzip	110 ms	960 ms (8.7×)	620 ms (5.6×)
Read every variable of a folder	23 CDAWeb files, 11 missions, 528 MB	391 ms	2.37 s (6.1×)	2.81 s (7.2×)
Same folder, 8 threads	23 CDAWeb files, 11 missions, 528 MB	161 ms	not thread-safe	2.41 s (15×)
Write B and its time axis, gzip	MMS FGM survey, 1.2 M points, 29 MB	46.0 ms	458 ms (10×)	172 ms (3.7×)
Write B and its time axis, uncompressed	MMS FGM survey, 1.2 M points, 29 MB	14.1 ms	12.3 ms (0.9×)	17.4 ms (1.2×)
Write a particle distribution file, gzip	MMS FPI electron distribution, 210 MB	275 ms	3.93 s (14×)	1.87 s (6.8×)

(N×) = N times longer than pycdfpp. Median of 5 runs, files in the page cache. AMD Ryzen 7 5800X (AVX2, no AVX-512), Python 3.13, pycdfpp 0.15.0, spacepy 0.7.0 (NASA CDF 3.9.0), cdflib 1.3.14.

Why is pycdfpp faster?

Opening a file only parses the headers, in C++. NASA's library, used by spacepy, hashes the whole file to check its MD5 checksum on every open. pycdfpp skips that check.
Time conversion runs in C++ with SIMD, straight to datetime64[ns]. For TT2000, spacepy creates one Python datetime per value. cdflib converts CDF_EPOCH in a Python loop.
Gzip blocks are decompressed on all cores at once (an MMS FPI distribution variable has 640 of them), with libdeflate, itself 1.5–1.7× faster than zlib on these files. Big buffers use 2 MB huge pages.
Threads work: pycdfpp releases the GIL while reading and decompressing. cdflib is mostly Python, so it holds the GIL. NASA's library keeps global state.
Writing compresses 256 KB blocks on all cores, with libdeflate. The other two compress with zlib, on one thread. Without compression there is little to gain. With copy=False, pycdfpp writes straight from the arrays, like spacepy. The rest of the gap is the time axis: pycdfpp converts it from datetime64 (1.3 ms), spacepy is given TT2000 integers.

Reading scales to about 2× with threads, and to 3.5 GB/s on big files; writing reaches 710 MB/s with gzip, where spacepy stays at 42 MB/s. See the scaling results.

Details and caveats in the performance page. Reproduce with benchmarks/python_libs/compare.py.

C++ micro-benchmarks

Release builds (-O3). Source code in benchmarks/.

SIMD time conversions

Converting CDF time types to nanoseconds since 1970 (epochs/s, higher is better, one thread). CDFpp picks the best instruction set the CPU has at run time (AVX-512, AVX2 or SSE2).

AMD Ryzen 7 7840U/HS laptop CPU (Zen 4, 5.1 GHz boost, 16 MB L3), AVX-512, measured with pycdfpp 0.13, before CDF_EPOCH conversions became exact (see below):

Conversion	64	1K	64K	1M	64M
TT2000 scalar	7.8e+08	8.7e+08	8.8e+08	8.6e+08	5.9e+08
TT2000 SIMD	2.5e+09	8.1e+09	5.3e+09	3.4e+09	1.5e+09
EPOCH scalar	2.2e+09	2.3e+09	2.2e+09	2.1e+09	1.1e+09
EPOCH SIMD	9.6e+09	1.4e+10	6.7e+09	3.8e+09	1.5e+09

AMD Ryzen 7 5800X desktop CPU (Zen 3, 32 MB L3), AVX2 (median of 3 runs):

Conversion	64	1K	64K	1M	64M
TT2000 scalar	8.4e+08	9.7e+08	1.0e+09	1.0e+09	9.2e+08
TT2000 SIMD	2.6e+09	2.9e+09	2.8e+09	2.8e+09	1.3e+09
EPOCH scalar	9.7e+08	1.1e+09	1.1e+09	1.1e+09	9.5e+08
EPOCH SIMD	2.6e+09	2.6e+09	2.7e+09	2.7e+09	1.4e+09

With AVX-512, TT2000 conversion peaked at ~8 billion epochs/s and EPOCH at ~14 billion epochs/s for L1/L2-resident data. With AVX2, SIMD runs 2.5–3× faster than scalar code. CDF_EPOCH conversions are exact since 0.14.0: they used to round to 256 ns. That made scalar EPOCH conversion about 2× slower (it was 2.3e+09 epochs/s on the 5800X), while the SIMD version, reworked to need no 64-bit integer conversions, is faster than the old scalar one. At 64M values (1 GB of data), every SIMD row drops to 1.2–1.5 billion epochs/s: the data no longer fits in cache.

Leap-second lookup

Epochs/s, one row per CPU:

Method	CPU	1K	64K	1M	64M
Branchless	7840U/HS	9.1e+07	9.4e+07	9.5e+07	1.0e+08
Branchless	5800X	1.2e+08	1.1e+08	1.2e+08	1.2e+08
Baseline	7840U/HS	2.4e+08	2.4e+08	2.4e+08	2.4e+08
Baseline	5800X	3.1e+08	3.2e+08	3.2e+08	3.2e+08

RLE compression (bytes/s)

Operation	CPU	1 KB	16 KB	64 KB	1 MB
Deflate	7840U/HS	7.4e+08	6.9e+08	3.3e+08	2.7e+08
Deflate	5800X	6.2e+08	3.8e+08	2.7e+08	2.6e+08
Inflate	7840U/HS	1.8e+09	1.7e+09	1.8e+09	4.5e+08
Inflate	5800X	1.3e+09	6.4e+08	4.4e+08	4.2e+08
Roundtrip	7840U/HS	5.1e+08	5.0e+08	1.9e+08	1.7e+08
Roundtrip	5800X	4.5e+08	2.0e+08	1.7e+08	1.7e+08

RLE inflate sustains ~1.8 GB/s on the 7840U/HS for data that fits in cache; on the 5800X it drops from 1.3 GB/s at 1 KB to 0.4 GB/s at 64 KB. At 1 MB both CPUs run at the same speed.

Features & roadmap

Reading
- CDF versions 2.2 through 3.x
- Compressed files and variables (GZip, RLE)
- Row and column major
- Nested VXRs
- Lazy variable loading
- UTF-8 and ISO 8859-1 (Latin-1, auto-converted to UTF-8)
- In-memory loading (std::vector<char>, char*, Python bytes)
- DEC floating-point encoding (VAX, Alpha, Itanium)
- Pad values and sparse records
Writing
- Uncompressed and compressed files/variables
- All numeric types, strings, datetime types
- Pad values
General
- libdeflate for faster GZip
- SIMD time conversions (AVX512/AVX2/SSE2 with runtime dispatch)
- Leap-second handling
- Python bindings with GIL-free I/O
- Documentation

Caveats

NRV variables shape: PyCDFpp exposes the record count as the first dimension, so NRV variables will have shape (0, ...) or (1, ...).

Reference invalidation: Python wrappers hold references into C++ containers. Adding or removing variables/attributes can invalidate them. Always re-fetch after mutation:

# UNSAFE - ref may dangle after add_variable
var = cdf["B_GSM"]
cdf.add_variable("new_var", values=np.zeros(10))
var.values  # potential segfault

# SAFE - re-fetch
cdf.add_variable("new_var", values=np.zeros(10))
var = cdf["B_GSM"]

See the full documentation for more details.

Metadata

Release files for pycdfpp 0.15.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pycdfpp 0.15.1
File	Size	Uploaded
pycdfpp-0.15.1.tar.gz	2.8 MB	Sep 28, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for pycdfpp 0.15.1
File	Interpreter	ABI	Platform	Reset
pycdfpp-0.15.1-cp315-cp315t-win_arm64.whl 928.4 kB Oct 1, 2026	CPython 3.15	CPython 3.15 free-threading	Windows ARM64	Details
pycdfpp-0.15.1-cp315-cp315t-win_amd64.whl 954.5 kB Sep 28, 2026	CPython 3.15	CPython 3.15 free-threading	Windows x86-64	Details
pycdfpp-0.15.1-cp315-cp315t-musllinux_1_2_x86_64.whl 2.9 MB Sep 28, 2026	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ x86-64	Details
pycdfpp-0.15.1-cp315-cp315t-musllinux_1_2_aarch64.whl 2.8 MB Sep 28, 2026	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ ARM64	Details
pycdfpp-0.15.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 1.9 MB Sep 28, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
pycdfpp-0.15.1-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.8 MB Sep 28, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
pycdfpp-0.15.1-cp315-cp315t-macosx_13_0_x86_64.whl 1.7 MB Sep 28, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 13.0+ x86-64	Details
pycdfpp-0.15.1-cp315-cp315t-macosx_13_0_arm64.whl 1.5 MB Sep 28, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 13.0+ ARM64	Details
pycdfpp-0.15.1-cp315-cp315-win_arm64.whl 908.7 kB Oct 1, 2026	CPython 3.15	CPython 3.15	Windows ARM64	Details
pycdfpp-0.15.1-cp315-cp315-win_amd64.whl 938.7 kB Sep 28, 2026	CPython 3.15	CPython 3.15	Windows x86-64	Details
pycdfpp-0.15.1-cp315-cp315-pyemscripten_2026_5_wasm32.whl 491.4 kB Sep 28, 2026	CPython 3.15	CPython 3.15	PyEmscripten 2026.5+ WebAssembly	Details
pycdfpp-0.15.1-cp315-cp315-musllinux_1_2_x86_64.whl 2.9 MB Sep 28, 2026	CPython 3.15	CPython 3.15	Linux musl 1.2+ x86-64	Details
pycdfpp-0.15.1-cp315-cp315-musllinux_1_2_aarch64.whl 2.8 MB Sep 28, 2026	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARM64	Details
pycdfpp-0.15.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 1.9 MB Sep 28, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
pycdfpp-0.15.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.8 MB Sep 28, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
pycdfpp-0.15.1-cp315-cp315-macosx_13_0_x86_64.whl 1.7 MB Sep 28, 2026	CPython 3.15	CPython 3.15	macOS 13.0+ x86-64	Details
pycdfpp-0.15.1-cp315-cp315-macosx_13_0_arm64.whl 1.5 MB Sep 28, 2026	CPython 3.15	CPython 3.15	macOS 13.0+ ARM64	Details
pycdfpp-0.15.1-cp314-cp314t-win_arm64.whl 928.6 kB Oct 1, 2026	CPython 3.14	CPython 3.14 free-threading	Windows ARM64	Details
pycdfpp-0.15.1-cp314-cp314t-win_amd64.whl 954.5 kB Sep 28, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
pycdfpp-0.15.1-cp314-cp314t-musllinux_1_2_x86_64.whl 2.9 MB Sep 28, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
pycdfpp-0.15.1-cp314-cp314t-musllinux_1_2_aarch64.whl 2.8 MB Sep 28, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
pycdfpp-0.15.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 1.9 MB Sep 28, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
pycdfpp-0.15.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.8 MB Sep 28, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
pycdfpp-0.15.1-cp314-cp314t-macosx_13_0_x86_64.whl 1.7 MB Sep 28, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 13.0+ x86-64	Details
pycdfpp-0.15.1-cp314-cp314t-macosx_13_0_arm64.whl 1.5 MB Sep 28, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 13.0+ ARM64	Details
pycdfpp-0.15.1-cp314-cp314-win_arm64.whl 908.9 kB Oct 1, 2026	CPython 3.14	CPython 3.14	Windows ARM64	Details
pycdfpp-0.15.1-cp314-cp314-win_amd64.whl 938.9 kB Sep 28, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
pycdfpp-0.15.1-cp314-cp314-pyemscripten_2026_0_wasm32.whl 492.0 kB Sep 28, 2026	CPython 3.14	CPython 3.14	PyEmscripten 2026.0+ WebAssembly	Details
pycdfpp-0.15.1-cp314-cp314-musllinux_1_2_x86_64.whl 2.9 MB Sep 28, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
pycdfpp-0.15.1-cp314-cp314-musllinux_1_2_aarch64.whl 2.8 MB Sep 28, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
pycdfpp-0.15.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 1.9 MB Sep 28, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
pycdfpp-0.15.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.8 MB Sep 28, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
pycdfpp-0.15.1-cp314-cp314-macosx_13_0_x86_64.whl 1.7 MB Sep 28, 2026	CPython 3.14	CPython 3.14	macOS 13.0+ x86-64	Details
pycdfpp-0.15.1-cp314-cp314-macosx_13_0_arm64.whl 1.5 MB Sep 28, 2026	CPython 3.14	CPython 3.14	macOS 13.0+ ARM64	Details
pycdfpp-0.15.1-cp313-cp313-win_arm64.whl 882.1 kB Oct 1, 2026	CPython 3.13	CPython 3.13	Windows ARM64	Details
pycdfpp-0.15.1-cp313-cp313-win_amd64.whl 912.8 kB Sep 28, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
pycdfpp-0.15.1-cp313-cp313-pyemscripten_2025_0_wasm32.whl 489.2 kB Sep 28, 2026	CPython 3.13	CPython 3.13	PyEmscripten 2025.0+ WebAssembly	Details
pycdfpp-0.15.1-cp313-cp313-musllinux_1_2_x86_64.whl 2.9 MB Sep 28, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
pycdfpp-0.15.1-cp313-cp313-musllinux_1_2_aarch64.whl 2.8 MB Sep 28, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
pycdfpp-0.15.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 1.9 MB Sep 28, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
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pycdfpp-0.15.1-cp310-cp310-musllinux_1_2_aarch64.whl 2.7 MB Sep 28, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
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pycdfpp-0.15.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.8 MB Sep 28, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
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pycdfpp-0.15.1-cp310-cp310-macosx_13_0_arm64.whl 1.5 MB Sep 28, 2026	CPython 3.10	CPython 3.10	macOS 13.0+ ARM64	Details
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pycdfpp-0.15.1-cp39-cp39-musllinux_1_2_aarch64.whl 2.7 MB Sep 28, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARM64	Details
pycdfpp-0.15.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 1.9 MB Sep 28, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
pycdfpp-0.15.1-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.8 MB Sep 28, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
pycdfpp-0.15.1-cp39-cp39-macosx_13_0_x86_64.whl 1.7 MB Sep 28, 2026	CPython 3.9	CPython 3.9	macOS 13.0+ x86-64	Details
pycdfpp-0.15.1-cp39-cp39-macosx_13_0_arm64.whl 1.5 MB Sep 28, 2026	CPython 3.9	CPython 3.9	macOS 13.0+ ARM64	Details

Total release size: 131.4 MB

Release files / pycdfpp-0.15.1.tar.gz

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Size	2.8 MB
Tags	Source
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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

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SHA-256 checksum: 687f05698421a6c3a996609d28ce74b4aa26811a9de21ed9be4ad7177a0be5c4 Verifying attestations

Release files / pycdfpp-0.15.1-cp315-cp315t-win_arm64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/4fcb207074c4633308b82f910ccc4104d329b157

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Release files / pycdfpp-0.15.1-cp315-cp315t-win_amd64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

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Release files / pycdfpp-0.15.1-cp315-cp315t-musllinux_1_2_x86_64.whl

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Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

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SHA-256 checksum: 8ede97514a406e474a2425cdd6fa0b5c13a25e75fac884ff1e6581dd002f1fef Verifying attestations

Release files / pycdfpp-0.15.1-cp315-cp315t-musllinux_1_2_aarch64.whl

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Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

Workflow

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Release files / pycdfpp-0.15.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

Workflow

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Artifact

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SHA-256 checksum: 720568ec34b85c12420d897c529f6bb4a4b0621f0f5d009637365438eeb53199 Verifying attestations

Release files / pycdfpp-0.15.1-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

Workflow

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SHA-256 checksum: 229ce30c9268735394c0728592394941e4afc21df5ad7c8d0849651125854e0f Verifying attestations

Release files / pycdfpp-0.15.1-cp315-cp315t-macosx_13_0_x86_64.whl

Download URL	pycdfpp-0.15.1-cp315-cp315t-macosx_13_0_x86_64.whl
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Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

Workflow

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Publishing logs: github.com/SciQLop/CDFpp/actions/runs/36459830658/attempts/1

Artifact

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Release files / pycdfpp-0.15.1-cp315-cp315t-macosx_13_0_arm64.whl

Download URL	pycdfpp-0.15.1-cp315-cp315t-macosx_13_0_arm64.whl
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Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

Workflow

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Artifact

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Release files / pycdfpp-0.15.1-cp315-cp315-win_arm64.whl

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Upload date	Oct 1, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/4fcb207074c4633308b82f910ccc4104d329b157

Workflow

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Release files / pycdfpp-0.15.1-cp315-cp315-win_amd64.whl

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Release files / pycdfpp-0.15.1-cp312-cp312-macosx_13_0_x86_64.whl

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Release files / pycdfpp-0.15.1-cp311-cp311-musllinux_1_2_aarch64.whl

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Release files / pycdfpp-0.15.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Release files / pycdfpp-0.15.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

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Release files / pycdfpp-0.15.1-cp311-cp311-macosx_13_0_x86_64.whl

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Release files / pycdfpp-0.15.1-cp311-cp311-macosx_13_0_arm64.whl

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Release files / pycdfpp-0.15.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Release files / pycdfpp-0.15.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

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Release files / pycdfpp-0.15.1-cp310-cp310-macosx_13_0_x86_64.whl

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Release files / pycdfpp-0.15.1-cp310-cp310-macosx_13_0_arm64.whl

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Release files / pycdfpp-0.15.1-cp39-cp39-win_amd64.whl

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Release files / pycdfpp-0.15.1-cp39-cp39-musllinux_1_2_x86_64.whl

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Release files / pycdfpp-0.15.1-cp39-cp39-musllinux_1_2_aarch64.whl

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Release files / pycdfpp-0.15.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Identity

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Publishing repository: github.com/SciQLop/CDFpp
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SHA-256 checksum: c8d2c79de3915a56fa5be8391ba36776ad1034ce97ba48bb3859f61d37579cea Verifying attestations

Release files / pycdfpp-0.15.1-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	pycdfpp-0.15.1-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	1.8 MB
Tags	CPython 3.9 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`4d60cecfbc5873cac84f4abee239f4a664054153f72dcfbc6bb98fd6c83c86e3`
BLAKE2b-256 checksum How to use checksums	`436a598381ca29155a1b5fc031285590b059d33bee6f0786d67a4fb0b76ba6e1`
Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

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Publishing configuration: github.com/SciQLop/CDFpp/blob/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6/.github/workflows/CI.yml
Publishing logs: github.com/SciQLop/CDFpp/actions/runs/36459830658/attempts/1

Artifact

Subject: pycdfpp-0.15.1-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 4d60cecfbc5873cac84f4abee239f4a664054153f72dcfbc6bb98fd6c83c86e3 Verifying attestations

Release files / pycdfpp-0.15.1-cp39-cp39-macosx_13_0_x86_64.whl

Download URL	pycdfpp-0.15.1-cp39-cp39-macosx_13_0_x86_64.whl
Size	1.7 MB
Tags	CPython 3.9 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`5235d22ce91bd7312db6d9c60bd96415836aaf65f60ebb2bf4fcc2365e66f6ca`
BLAKE2b-256 checksum How to use checksums	`23613df5c79b9315625ad752506feb69308725626dd6e7fc9d8a5e2f255f5f43`
Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

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Publishing configuration: github.com/SciQLop/CDFpp/blob/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6/.github/workflows/CI.yml
Publishing logs: github.com/SciQLop/CDFpp/actions/runs/36459830658/attempts/1

Artifact

Subject: pycdfpp-0.15.1-cp39-cp39-macosx_13_0_x86_64.whl
SHA-256 checksum: 5235d22ce91bd7312db6d9c60bd96415836aaf65f60ebb2bf4fcc2365e66f6ca Verifying attestations

Release files / pycdfpp-0.15.1-cp39-cp39-macosx_13_0_arm64.whl

Download URL	pycdfpp-0.15.1-cp39-cp39-macosx_13_0_arm64.whl
Size	1.5 MB
Tags	CPython 3.9 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`0bfad85dfc2620b83ae3032f5020193d7de153a636b5aee3aa15990e101c17bf`
BLAKE2b-256 checksum How to use checksums	`49ef1837a421d872d4b6b0075fb334467560b20a532020f6154124b2c4be1321`
Upload date	Sep 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CDFpp
Publishing commit: github.com/SciQLop/CDFpp/tree/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6

Workflow

Publishing configuration: github.com/SciQLop/CDFpp/blob/c93c9b979596aeeb2c6ce96dc52aa6340e385ca6/.github/workflows/CI.yml
Publishing logs: github.com/SciQLop/CDFpp/actions/runs/36459830658/attempts/1

Artifact

Subject: pycdfpp-0.15.1-cp39-cp39-macosx_13_0_arm64.whl
SHA-256 checksum: 0bfad85dfc2620b83ae3032f5020193d7de153a636b5aee3aa15990e101c17bf Verifying attestations