CMGDB

Conley Morse Graph Database

Overview

This project uses combinatorial and topological methods to compute dynamics of discrete dynamical systems.

Installation

Install the latest tagged version:

pip install CMGDB

To uninstall:

pip uninstall CMGDB

Documentation and examples

To get started on how to run the code see the examples in the Jupyter notebooks in the examples folder.

In particular the notebooks Examples.ipynb, Gaussian_Process_Example.ipynb, and Conley_Index_Examples.ipynb present basic examples on how to run the code and are a good starting point.

Here is an old survey and a talk that might be useful.

Performance options and the transition-graph cache

ComputeMorseGraph and ComputeConleyMorseGraph return a pair (morse_graph, map_graph) and accept keyword arguments controlling the transition-graph machinery (the defaults are right for most runs):

cache_transition_graph (default True) — cache the per-level transition graph used internally by the SCC/reachability passes, halving the map evaluations per subdivision level. Set False for a memory-lean run that re-evaluates the map on demand.
batch_chunk_size (default 65536) — rectangles per batched map call when a batch map is attached with model.set_batch_map (0 means one call for the whole grid).
max_cached_edges (default 0 = unlimited) — abandon a cache measured (or confidently projected) to exceed this many edges and fall back to on-demand evaluation.
reserve_edges / reserve_min_edges (defaults 0 / 2**24) — up-front sizing of the flat edge array. By default the final edge count is projected from the first chunk and twice that is reserved, which avoids the reallocation spikes of multi-gigabyte graphs on deep grids; a positive reserve_edges reserves exactly that many instead. Reservation only engages once the projection reaches reserve_min_edges.
cache_map_graph (default False) — eagerly cache the returned map_graph (one extra full batched map pass over the final grid, after which its adjacency queries are O(1) array lookups). The default returns a lazy map_graph that evaluates the map per adjacencies query; map_graph.build_cache() upgrades it to the cached form later. map_graph.has_cache() and map_graph.num_cached_edges() report the state.

A cached map_graph also unlocks the native post-processing queries (all of which release the GIL and refuse a lazy graph):

MorseReachabilityMasks(map_graph, morse_graph, cells) — for each queried cell, a uint64 bitmask of the Morse nodes reachable through the box dynamics (bit i = Morse node i); the basin-of-attraction primitive.
MorseSingletonReachability(map_graph, morse_graph, cells) — per cell, the single reachable Morse node id, -1 for none, -2 for several.
MorseDirectedPathCells(map_graph, morse_graph, sources, targets) — the cells lying on some directed path from the source Morse nodes to the target Morse nodes (candidate connecting-orbit regions).
ComputeConleyIndexForCells(model, morse_graph, cells) — the homological Conley index of an arbitrary cell subset of the final grid (cells of different sizes from adaptive runs are handled exactly, by common refinement).

The C++ core is silent by default; rebuild with the CMG_VERBOSE preprocessor define (uncomment it at the top of src/CMGDB/_cmgdb/CMGDB.cpp) to restore the progress and diagnostic prints.

Installing from source and dependencies

To install from source you need a C++ compiler and Boost installed. Assuming you have Boost installed in your system, you can install from source with the command:

pip install --force-reinstall --no-deps --no-cache-dir git+https://github.com/marciogameiro/CMGDB.git

Alternatively, you can clone the GitHub repository and install with:

git clone https://github.com/marciogameiro/CMGDB.git
cd CMGDB
pip install .

Metadata

Release files for CMGDB 1.5.1

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

Source distribution (sdist)

Source distribution for CMGDB 1.5.1
File	Size	Uploaded
cmgdb-1.5.1.tar.gz	731.1 kB	Aug 28, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for CMGDB 1.5.1
File	Interpreter	ABI	Platform	Reset
cmgdb-1.5.1-cp315-cp315t-win_arm64.whl 799.0 kB Aug 28, 2026	CPython 3.15	CPython 3.15 free-threading	Windows ARM64	Details
cmgdb-1.5.1-cp315-cp315t-win_amd64.whl 646.6 kB Aug 28, 2026	CPython 3.15	CPython 3.15 free-threading	Windows x86-64	Details
cmgdb-1.5.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 701.5 kB Aug 28, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
cmgdb-1.5.1-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 663.6 kB Aug 28, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
cmgdb-1.5.1-cp315-cp315t-macosx_14_0_arm64.whl 519.2 kB Aug 28, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 14.0+ ARM64	Details
cmgdb-1.5.1-cp315-cp315t-macosx_13_0_x86_64.whl 576.0 kB Aug 28, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 13.0+ x86-64	Details
cmgdb-1.5.1-cp315-cp315-win_arm64.whl 792.0 kB Aug 28, 2026	CPython 3.15	CPython 3.15	Windows ARM64	Details
cmgdb-1.5.1-cp315-cp315-win_amd64.whl 641.1 kB Aug 28, 2026	CPython 3.15	CPython 3.15	Windows x86-64	Details
cmgdb-1.5.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 697.0 kB Aug 28, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
cmgdb-1.5.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 659.3 kB Aug 28, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
cmgdb-1.5.1-cp315-cp315-macosx_14_0_arm64.whl 509.2 kB Aug 28, 2026	CPython 3.15	CPython 3.15	macOS 14.0+ ARM64	Details
cmgdb-1.5.1-cp315-cp315-macosx_13_0_x86_64.whl 568.4 kB Aug 28, 2026	CPython 3.15	CPython 3.15	macOS 13.0+ x86-64	Details
cmgdb-1.5.1-cp314-cp314t-win_arm64.whl 798.9 kB Aug 28, 2026	CPython 3.14	CPython 3.14 free-threading	Windows ARM64	Details
cmgdb-1.5.1-cp314-cp314t-win_amd64.whl 646.6 kB Aug 28, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
cmgdb-1.5.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 701.7 kB Aug 28, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
cmgdb-1.5.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 663.8 kB Aug 28, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
cmgdb-1.5.1-cp314-cp314t-macosx_14_0_arm64.whl 519.2 kB Aug 28, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 14.0+ ARM64	Details
cmgdb-1.5.1-cp314-cp314t-macosx_13_0_x86_64.whl 576.1 kB Aug 28, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 13.0+ x86-64	Details
cmgdb-1.5.1-cp314-cp314-win_arm64.whl 792.0 kB Aug 28, 2026	CPython 3.14	CPython 3.14	Windows ARM64	Details
cmgdb-1.5.1-cp314-cp314-win_amd64.whl 641.1 kB Aug 28, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
cmgdb-1.5.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 697.0 kB Aug 28, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
cmgdb-1.5.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 659.3 kB Aug 28, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
cmgdb-1.5.1-cp314-cp314-macosx_14_0_arm64.whl 509.2 kB Aug 28, 2026	CPython 3.14	CPython 3.14	macOS 14.0+ ARM64	Details
cmgdb-1.5.1-cp314-cp314-macosx_13_0_x86_64.whl 568.4 kB Aug 28, 2026	CPython 3.14	CPython 3.14	macOS 13.0+ x86-64	Details
cmgdb-1.5.1-cp313-cp313-win_arm64.whl 766.3 kB Aug 28, 2026	CPython 3.13	CPython 3.13	Windows ARM64	Details
cmgdb-1.5.1-cp313-cp313-win_amd64.whl 622.2 kB Aug 28, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
cmgdb-1.5.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 696.7 kB Aug 28, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
cmgdb-1.5.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 658.7 kB Aug 28, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
cmgdb-1.5.1-cp313-cp313-macosx_14_0_arm64.whl 508.8 kB Aug 28, 2026	CPython 3.13	CPython 3.13	macOS 14.0+ ARM64	Details
cmgdb-1.5.1-cp313-cp313-macosx_13_0_x86_64.whl 568.0 kB Aug 28, 2026	CPython 3.13	CPython 3.13	macOS 13.0+ x86-64	Details
cmgdb-1.5.1-cp312-cp312-win_arm64.whl 766.3 kB Aug 28, 2026	CPython 3.12	CPython 3.12	Windows ARM64	Details
cmgdb-1.5.1-cp312-cp312-win_amd64.whl 622.3 kB Aug 28, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
cmgdb-1.5.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 696.8 kB Aug 28, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
cmgdb-1.5.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 658.7 kB Aug 28, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
cmgdb-1.5.1-cp312-cp312-macosx_14_0_arm64.whl 508.7 kB Aug 28, 2026	CPython 3.12	CPython 3.12	macOS 14.0+ ARM64	Details
cmgdb-1.5.1-cp312-cp312-macosx_13_0_x86_64.whl 567.9 kB Aug 28, 2026	CPython 3.12	CPython 3.12	macOS 13.0+ x86-64	Details
cmgdb-1.5.1-cp311-cp311-win_arm64.whl 764.8 kB Aug 28, 2026	CPython 3.11	CPython 3.11	Windows ARM64	Details
cmgdb-1.5.1-cp311-cp311-win_amd64.whl 619.9 kB Aug 28, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
cmgdb-1.5.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 693.6 kB Aug 28, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
cmgdb-1.5.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 657.4 kB Aug 28, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
cmgdb-1.5.1-cp311-cp311-macosx_14_0_arm64.whl 507.7 kB Aug 28, 2026	CPython 3.11	CPython 3.11	macOS 14.0+ ARM64	Details
cmgdb-1.5.1-cp311-cp311-macosx_13_0_x86_64.whl 565.7 kB Aug 28, 2026	CPython 3.11	CPython 3.11	macOS 13.0+ x86-64	Details
cmgdb-1.5.1-cp310-cp310-win_arm64.whl 763.7 kB Aug 28, 2026	CPython 3.10	CPython 3.10	Windows ARM64	Details
cmgdb-1.5.1-cp310-cp310-win_amd64.whl 618.6 kB Aug 28, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
cmgdb-1.5.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 693.8 kB Aug 28, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
cmgdb-1.5.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 656.9 kB Aug 28, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
cmgdb-1.5.1-cp310-cp310-macosx_14_0_arm64.whl 506.1 kB Aug 28, 2026	CPython 3.10	CPython 3.10	macOS 14.0+ ARM64	Details
cmgdb-1.5.1-cp310-cp310-macosx_13_0_x86_64.whl 564.5 kB Aug 28, 2026	CPython 3.10	CPython 3.10	macOS 13.0+ x86-64	Details

Total release size: 31.5 MB

Release files / cmgdb-1.5.1.tar.gz

Download URL	cmgdb-1.5.1.tar.gz
Size	731.1 kB
Tags	Source
SHA-256 checksum How to use checksums	`23b6e32a2234d7f6adb2ecdabc2b2340924ad0289647cb1cbe9573a137141fb8`
BLAKE2b-256 checksum How to use checksums	`e5251baeb7bb4cae03bd4114ee4eea88a1d1317b3ba6c3d358cad8f00071901f`
Upload date	Aug 28, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1.tar.gz
SHA-256 checksum: 23b6e32a2234d7f6adb2ecdabc2b2340924ad0289647cb1cbe9573a137141fb8 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315t-win_arm64.whl

Download URL	cmgdb-1.5.1-cp315-cp315t-win_arm64.whl
Size	799.0 kB
Tags	CPython 3.15 CPython 3.15 free-threading Windows ARM64
SHA-256 checksum How to use checksums	`ca8bfdf835bed2353ca974e25b72b863b3e332b536f0403388938e9d427f3dfc`
BLAKE2b-256 checksum How to use checksums	`8ee2998a622f3de1890ae581484cb2d539c4321a3b2d4edded8768494f1d4317`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315t-win_arm64.whl
SHA-256 checksum: ca8bfdf835bed2353ca974e25b72b863b3e332b536f0403388938e9d427f3dfc Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315t-win_amd64.whl

Download URL	cmgdb-1.5.1-cp315-cp315t-win_amd64.whl
Size	646.6 kB
Tags	CPython 3.15 CPython 3.15 free-threading Windows x86-64
SHA-256 checksum How to use checksums	`4db28ffc8bfe02b0467bb26a04c1a2c0b7796f0237bf838c245e7217ef3424b7`
BLAKE2b-256 checksum How to use checksums	`d60d224b5d08e295042070ee546b48d30824aa82cbe2cf32fcf41d7ae3c4d22a`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315t-win_amd64.whl
SHA-256 checksum: 4db28ffc8bfe02b0467bb26a04c1a2c0b7796f0237bf838c245e7217ef3424b7 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cmgdb-1.5.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	701.5 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`cead3643df369b15500b8f324efa34796c98437b566e350e9a0b410dcaf79655`
BLAKE2b-256 checksum How to use checksums	`a90ad9ce5bd7ff5ded49cc0e71299cf2a3ce32fae5c21941a4343d24d3e00f81`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: cead3643df369b15500b8f324efa34796c98437b566e350e9a0b410dcaf79655 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cmgdb-1.5.1-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	663.6 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`1b79d615eebd98cfe38eacb70710451f13a668a325c1ec21eb9b6118225c1ed8`
BLAKE2b-256 checksum How to use checksums	`64e9196fbeed95d904ba5d88fd4502069400e1738ec9027cbf03964390c9223e`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 1b79d615eebd98cfe38eacb70710451f13a668a325c1ec21eb9b6118225c1ed8 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315t-macosx_14_0_arm64.whl

Download URL	cmgdb-1.5.1-cp315-cp315t-macosx_14_0_arm64.whl
Size	519.2 kB
Tags	CPython 3.15 CPython 3.15 free-threading macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`1bfd1a1ab702ac19490939058622327d75460241b5e341e544349dae8c8977c9`
BLAKE2b-256 checksum How to use checksums	`78aede31d7e70c57f69e686585d3dc800ee7d47a1f9c9f3594096b92d8b0c9f2`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315t-macosx_14_0_arm64.whl
SHA-256 checksum: 1bfd1a1ab702ac19490939058622327d75460241b5e341e544349dae8c8977c9 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315t-macosx_13_0_x86_64.whl

Download URL	cmgdb-1.5.1-cp315-cp315t-macosx_13_0_x86_64.whl
Size	576.0 kB
Tags	CPython 3.15 CPython 3.15 free-threading macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`58ec4af90f9b003505aefe462f4e001b765273e43c45bb49ec239142404a43b8`
BLAKE2b-256 checksum How to use checksums	`1d391da6475d78200b8fd027e7804a39dc851837873d59bee500ae2a8dae512c`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315t-macosx_13_0_x86_64.whl
SHA-256 checksum: 58ec4af90f9b003505aefe462f4e001b765273e43c45bb49ec239142404a43b8 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315-win_arm64.whl

Download URL	cmgdb-1.5.1-cp315-cp315-win_arm64.whl
Size	792.0 kB
Tags	CPython 3.15 Windows ARM64
SHA-256 checksum How to use checksums	`581e2fb1a68507cc74ab20d418c2e2cf7a743e1312100893e8e85c0574ffc858`
BLAKE2b-256 checksum How to use checksums	`874f14c87c54bfad5d1cfe5ee36bc1c18356908fa0e30e5026e0bc4cd3e80040`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315-win_arm64.whl
SHA-256 checksum: 581e2fb1a68507cc74ab20d418c2e2cf7a743e1312100893e8e85c0574ffc858 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315-win_amd64.whl

Download URL	cmgdb-1.5.1-cp315-cp315-win_amd64.whl
Size	641.1 kB
Tags	CPython 3.15 Windows x86-64
SHA-256 checksum How to use checksums	`d37bb1d0ced52b1838708d6ebca2828eadb4e0c357b9290c4c09d39eecb6cbce`
BLAKE2b-256 checksum How to use checksums	`8476f8258b7186f0d710408825ebf0f69b437e931f8025ab6f0bae209f19a548`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315-win_amd64.whl
SHA-256 checksum: d37bb1d0ced52b1838708d6ebca2828eadb4e0c357b9290c4c09d39eecb6cbce Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cmgdb-1.5.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	697.0 kB
Tags	CPython 3.15 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`25db6a168a76a3a0125df8725c2f098c04ebd0e765951ab4c929f2f561ecc7a2`
BLAKE2b-256 checksum How to use checksums	`5920584c96e067f343635ec3dbece45f052f5259579365efe9ca456abb52129d`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 25db6a168a76a3a0125df8725c2f098c04ebd0e765951ab4c929f2f561ecc7a2 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cmgdb-1.5.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	659.3 kB
Tags	CPython 3.15 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`36c8cb402adefd91de751f8b3599336e8e9289099963d84c0e3b17324e96908e`
BLAKE2b-256 checksum How to use checksums	`8169c29620d97da2415fec5540c8205ea4c311b786d988b19d31d30d53503242`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 36c8cb402adefd91de751f8b3599336e8e9289099963d84c0e3b17324e96908e Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315-macosx_14_0_arm64.whl

Download URL	cmgdb-1.5.1-cp315-cp315-macosx_14_0_arm64.whl
Size	509.2 kB
Tags	CPython 3.15 macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`9bd9f38b5dc65a98e3e6e6a701936facb72f103d59d113c0ce8d4b5050374a65`
BLAKE2b-256 checksum How to use checksums	`7c46cd4bc721d48f724fed98e91f1a93372719bb3fe649d198413bb68fb5e12d`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315-macosx_14_0_arm64.whl
SHA-256 checksum: 9bd9f38b5dc65a98e3e6e6a701936facb72f103d59d113c0ce8d4b5050374a65 Verifying attestations

Release files / cmgdb-1.5.1-cp315-cp315-macosx_13_0_x86_64.whl

Download URL	cmgdb-1.5.1-cp315-cp315-macosx_13_0_x86_64.whl
Size	568.4 kB
Tags	CPython 3.15 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`209c805460c11ccecb22e2fbaee43185af3e2a56b47b73ef3fde1f3e047721fe`
BLAKE2b-256 checksum How to use checksums	`a7954a87d9b72de104dd8f0fbdf40da131bb816c50890da29db3b30aec6616af`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp315-cp315-macosx_13_0_x86_64.whl
SHA-256 checksum: 209c805460c11ccecb22e2fbaee43185af3e2a56b47b73ef3fde1f3e047721fe Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314t-win_arm64.whl

Download URL	cmgdb-1.5.1-cp314-cp314t-win_arm64.whl
Size	798.9 kB
Tags	CPython 3.14 CPython 3.14 free-threading Windows ARM64
SHA-256 checksum How to use checksums	`36687d21ef0b1f3ecad5e709bc5ed970d065e70b26ac7c7d3c98dc425cf4154d`
BLAKE2b-256 checksum How to use checksums	`85692f78cef3358d533a35dbda4d2af139fc16f27704cf88ab29f24ff18a6239`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314t-win_arm64.whl
SHA-256 checksum: 36687d21ef0b1f3ecad5e709bc5ed970d065e70b26ac7c7d3c98dc425cf4154d Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314t-win_amd64.whl

Download URL	cmgdb-1.5.1-cp314-cp314t-win_amd64.whl
Size	646.6 kB
Tags	CPython 3.14 CPython 3.14 free-threading Windows x86-64
SHA-256 checksum How to use checksums	`daf51727c6a8f70fd31e88c4b4646652ad7a13cf41e20b23de90276634122335`
BLAKE2b-256 checksum How to use checksums	`26a6fdd2a7ac9563afe3cd8e58fd9027e2ced3800ab411b0310e27aa09bcaa9f`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314t-win_amd64.whl
SHA-256 checksum: daf51727c6a8f70fd31e88c4b4646652ad7a13cf41e20b23de90276634122335 Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cmgdb-1.5.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	701.7 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`3b7f861c978e0aae89e595eb4328eab5d918b678d2d42d3be50be69e70ac6d8a`
BLAKE2b-256 checksum How to use checksums	`1a9ebdd323a820ce534dc867eb034e37eb5319f1ec8bd993682595c33dc3a7be`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 3b7f861c978e0aae89e595eb4328eab5d918b678d2d42d3be50be69e70ac6d8a Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cmgdb-1.5.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	663.8 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`cb2051763fad10f46a8ce50f6ee77c398ab86c2372d81d2906022e921438e089`
BLAKE2b-256 checksum How to use checksums	`1986e9455e5c7de64a78670344bec9ee9ee0654154daa2646ec736209baac9fb`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: cb2051763fad10f46a8ce50f6ee77c398ab86c2372d81d2906022e921438e089 Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314t-macosx_14_0_arm64.whl

Download URL	cmgdb-1.5.1-cp314-cp314t-macosx_14_0_arm64.whl
Size	519.2 kB
Tags	CPython 3.14 CPython 3.14 free-threading macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`9cdbcd0a93af1d1fb1e02fa19d66bc313d4d6662457162fb46d2c0e77ac5771f`
BLAKE2b-256 checksum How to use checksums	`1091b4638422ea51339fa6dfed0278907db06114c52ad009e6bacf43710d04b5`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314t-macosx_14_0_arm64.whl
SHA-256 checksum: 9cdbcd0a93af1d1fb1e02fa19d66bc313d4d6662457162fb46d2c0e77ac5771f Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314t-macosx_13_0_x86_64.whl

Download URL	cmgdb-1.5.1-cp314-cp314t-macosx_13_0_x86_64.whl
Size	576.1 kB
Tags	CPython 3.14 CPython 3.14 free-threading macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`4db3aa28d239e0040731e461c290089a27cc331c8acc14fa8a6e8a93b85b510a`
BLAKE2b-256 checksum How to use checksums	`566a794a117d1bb0bb6eff5f7022b1bbc30bc31f4c5e387eaf74693f2074c512`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314t-macosx_13_0_x86_64.whl
SHA-256 checksum: 4db3aa28d239e0040731e461c290089a27cc331c8acc14fa8a6e8a93b85b510a Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314-win_arm64.whl

Download URL	cmgdb-1.5.1-cp314-cp314-win_arm64.whl
Size	792.0 kB
Tags	CPython 3.14 Windows ARM64
SHA-256 checksum How to use checksums	`8a3ef3ad17c845fc95c94030d561496daff44b7730ca4f7bc256d8a8a6efdc5a`
BLAKE2b-256 checksum How to use checksums	`4226149e9699800355110e70a96feb96107cbe42605222bdfcd2c03e8433c494`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314-win_arm64.whl
SHA-256 checksum: 8a3ef3ad17c845fc95c94030d561496daff44b7730ca4f7bc256d8a8a6efdc5a Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314-win_amd64.whl

Download URL	cmgdb-1.5.1-cp314-cp314-win_amd64.whl
Size	641.1 kB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`9826260474261a5f576bbb08a7c295c19432210663e0b34a5aa778e44a03de0f`
BLAKE2b-256 checksum How to use checksums	`e1cd62f95dcd8b8c5a367094124631a81e85aa624c1608a0d033f0766ad3a79a`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314-win_amd64.whl
SHA-256 checksum: 9826260474261a5f576bbb08a7c295c19432210663e0b34a5aa778e44a03de0f Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cmgdb-1.5.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	697.0 kB
Tags	CPython 3.14 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`9398c0bc2a30fa3ae50dcd54bbbd530c528079d79ebf8eddc151cd5cd36d0777`
BLAKE2b-256 checksum How to use checksums	`6eb9ff908b24bd400637fb86c100842083395d4426281cb9f2af829e75256073`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 9398c0bc2a30fa3ae50dcd54bbbd530c528079d79ebf8eddc151cd5cd36d0777 Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cmgdb-1.5.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	659.3 kB
Tags	CPython 3.14 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`0d7836c0d090fae32ed27cd600535aabd508d3092f99bf4647e052f0f02b29b3`
BLAKE2b-256 checksum How to use checksums	`765056aac75c0d42bd27174572e8e9bf4f97ae08f9d91b2c1b02715c51f4953f`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 0d7836c0d090fae32ed27cd600535aabd508d3092f99bf4647e052f0f02b29b3 Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314-macosx_14_0_arm64.whl

Download URL	cmgdb-1.5.1-cp314-cp314-macosx_14_0_arm64.whl
Size	509.2 kB
Tags	CPython 3.14 macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`e5dac0b4071486ac6227e9076e57f2d85cc4a1948a08518ca61db67dbc0ad9fb`
BLAKE2b-256 checksum How to use checksums	`4d87545b1c11e57b73ea989a87414c6c8d57933662b6e9a9a397c5eeaa2a4cc3`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314-macosx_14_0_arm64.whl
SHA-256 checksum: e5dac0b4071486ac6227e9076e57f2d85cc4a1948a08518ca61db67dbc0ad9fb Verifying attestations

Release files / cmgdb-1.5.1-cp314-cp314-macosx_13_0_x86_64.whl

Download URL	cmgdb-1.5.1-cp314-cp314-macosx_13_0_x86_64.whl
Size	568.4 kB
Tags	CPython 3.14 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`cf24c99dd72ccec8f44a046c2680d5419b7185d4eb108116abb77459bb720564`
BLAKE2b-256 checksum How to use checksums	`e53b3f1b5bf5769f5a32045a85d6d747b5bf7c9e09208507f488614ff0863453`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp314-cp314-macosx_13_0_x86_64.whl
SHA-256 checksum: cf24c99dd72ccec8f44a046c2680d5419b7185d4eb108116abb77459bb720564 Verifying attestations

Release files / cmgdb-1.5.1-cp313-cp313-win_arm64.whl

Download URL	cmgdb-1.5.1-cp313-cp313-win_arm64.whl
Size	766.3 kB
Tags	CPython 3.13 Windows ARM64
SHA-256 checksum How to use checksums	`ae0cd3713c1814de09eced08ce8985fb054de25e72cbf17e16f8e279c2409c9b`
BLAKE2b-256 checksum How to use checksums	`4cd927cfd91dd558f1ef4793c0c78f17dd685e5137a0ff63df1f59551030d5d9`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp313-cp313-win_arm64.whl
SHA-256 checksum: ae0cd3713c1814de09eced08ce8985fb054de25e72cbf17e16f8e279c2409c9b Verifying attestations

Release files / cmgdb-1.5.1-cp313-cp313-win_amd64.whl

Download URL	cmgdb-1.5.1-cp313-cp313-win_amd64.whl
Size	622.2 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`6d8b8cd0d32a9e8c68839396ed7302d881ac9d8e1102d9c55f34b61d9619dafe`
BLAKE2b-256 checksum How to use checksums	`5d891d388e0068699f670c5f5052d42d2db63c4b7f202e037dcf7e02a293f26c`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp313-cp313-win_amd64.whl
SHA-256 checksum: 6d8b8cd0d32a9e8c68839396ed7302d881ac9d8e1102d9c55f34b61d9619dafe Verifying attestations

Release files / cmgdb-1.5.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cmgdb-1.5.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	696.7 kB
Tags	CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`c3cb0c18fe6e7caa32bc4d0de882f4546924d241b21ded46495f8acde0e457de`
BLAKE2b-256 checksum How to use checksums	`db057a544f00bf4d1ec84f7c784cff6f8509736cce95887d71b2b45c5c1c290c`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: c3cb0c18fe6e7caa32bc4d0de882f4546924d241b21ded46495f8acde0e457de Verifying attestations

Release files / cmgdb-1.5.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cmgdb-1.5.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	658.7 kB
Tags	CPython 3.13 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`8c8e9bb38d15eda9548cab4f5e01389be230d71595e3889a8ad2380ba423e197`
BLAKE2b-256 checksum How to use checksums	`258a9739964c2b5081e4e7f26360bbb1f582e3540685e8ceb84814637fe9fefa`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 8c8e9bb38d15eda9548cab4f5e01389be230d71595e3889a8ad2380ba423e197 Verifying attestations

Release files / cmgdb-1.5.1-cp313-cp313-macosx_14_0_arm64.whl

Download URL	cmgdb-1.5.1-cp313-cp313-macosx_14_0_arm64.whl
Size	508.8 kB
Tags	CPython 3.13 macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`c4e7c76aaf4c85bdbcda4bde5445963fec596f0ba594b3ee42b7a2b3d48a9658`
BLAKE2b-256 checksum How to use checksums	`9ba1ac6897c311fc747b5139f97829161d13ec4e7e9173d118e13588d9310174`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp313-cp313-macosx_14_0_arm64.whl
SHA-256 checksum: c4e7c76aaf4c85bdbcda4bde5445963fec596f0ba594b3ee42b7a2b3d48a9658 Verifying attestations

Release files / cmgdb-1.5.1-cp313-cp313-macosx_13_0_x86_64.whl

Download URL	cmgdb-1.5.1-cp313-cp313-macosx_13_0_x86_64.whl
Size	568.0 kB
Tags	CPython 3.13 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`c0c9d19b82a9bd24ad1919b03d6a9d3b4aac0e36ad19f55fa26392dd21b51630`
BLAKE2b-256 checksum How to use checksums	`222031e1e6124e05fbf91667ad17f8633e4bc03f692d30024de83a917dce91b5`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp313-cp313-macosx_13_0_x86_64.whl
SHA-256 checksum: c0c9d19b82a9bd24ad1919b03d6a9d3b4aac0e36ad19f55fa26392dd21b51630 Verifying attestations

Release files / cmgdb-1.5.1-cp312-cp312-win_arm64.whl

Download URL	cmgdb-1.5.1-cp312-cp312-win_arm64.whl
Size	766.3 kB
Tags	CPython 3.12 Windows ARM64
SHA-256 checksum How to use checksums	`ff47808a9044d49c39742cb5aac742b1a288041f41f98cc8693b2536497c03d0`
BLAKE2b-256 checksum How to use checksums	`af545a36cba87bbf4f9541169a1541b6befcaac1f6f9f2fd045c04fef899aa25`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp312-cp312-win_arm64.whl
SHA-256 checksum: ff47808a9044d49c39742cb5aac742b1a288041f41f98cc8693b2536497c03d0 Verifying attestations

Release files / cmgdb-1.5.1-cp312-cp312-win_amd64.whl

Download URL	cmgdb-1.5.1-cp312-cp312-win_amd64.whl
Size	622.3 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`4bd106022fa976b6b1621578027ec5d3e6e7b74968047ab134b861cb01156414`
BLAKE2b-256 checksum How to use checksums	`646b464a291af72adebd7df161dd5c51cc94b6c1800dd45aac794312225d160a`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp312-cp312-win_amd64.whl
SHA-256 checksum: 4bd106022fa976b6b1621578027ec5d3e6e7b74968047ab134b861cb01156414 Verifying attestations

Release files / cmgdb-1.5.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cmgdb-1.5.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	696.8 kB
Tags	CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`97d1fbd60c00b28f3d1a53fc42801a137def9f0dc4740007083a497fa9a7d983`
BLAKE2b-256 checksum How to use checksums	`e2ce2b6aba56ea7a90462f1830c6476d9f02c2e27869d6d0710f3d60acc712fb`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 97d1fbd60c00b28f3d1a53fc42801a137def9f0dc4740007083a497fa9a7d983 Verifying attestations

Release files / cmgdb-1.5.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cmgdb-1.5.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	658.7 kB
Tags	CPython 3.12 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`61fbb3f0ec99471b8e3da40aea4b9445b3900fc50ca2276f9ad2bfebbcd089dd`
BLAKE2b-256 checksum How to use checksums	`91721e5d8868eaec38826b1aa72ab5509b7d3fceaeab4562982ad34a1c8810fe`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 61fbb3f0ec99471b8e3da40aea4b9445b3900fc50ca2276f9ad2bfebbcd089dd Verifying attestations

Release files / cmgdb-1.5.1-cp312-cp312-macosx_14_0_arm64.whl

Download URL	cmgdb-1.5.1-cp312-cp312-macosx_14_0_arm64.whl
Size	508.7 kB
Tags	CPython 3.12 macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`8392e1a224f95bb2b4903656be7819fefd12b354938decd3bf6581983c185f2a`
BLAKE2b-256 checksum How to use checksums	`1272b927ca6a2149af26a6ed88c32563748137bed686216315a363c809bbde3a`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp312-cp312-macosx_14_0_arm64.whl
SHA-256 checksum: 8392e1a224f95bb2b4903656be7819fefd12b354938decd3bf6581983c185f2a Verifying attestations

Release files / cmgdb-1.5.1-cp312-cp312-macosx_13_0_x86_64.whl

Download URL	cmgdb-1.5.1-cp312-cp312-macosx_13_0_x86_64.whl
Size	567.9 kB
Tags	CPython 3.12 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`0a0d3616966b093f10693f8f1806f11cba0b24b29d8339c00d860bfdb3ef42b6`
BLAKE2b-256 checksum How to use checksums	`ca373ae3f747d87142cd3380e48c8a252726e461da5a967f1b1d29bd55d5f0ea`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp312-cp312-macosx_13_0_x86_64.whl
SHA-256 checksum: 0a0d3616966b093f10693f8f1806f11cba0b24b29d8339c00d860bfdb3ef42b6 Verifying attestations

Release files / cmgdb-1.5.1-cp311-cp311-win_arm64.whl

Download URL	cmgdb-1.5.1-cp311-cp311-win_arm64.whl
Size	764.8 kB
Tags	CPython 3.11 Windows ARM64
SHA-256 checksum How to use checksums	`92e3fddafc9e223d28969fd3292a069d8b39cea48a7b68c8e0878df9a9aad768`
BLAKE2b-256 checksum How to use checksums	`b700b344371c32a98715cf8f2d345d305969c73e0bdc0a6581527fad0b68f31e`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp311-cp311-win_arm64.whl
SHA-256 checksum: 92e3fddafc9e223d28969fd3292a069d8b39cea48a7b68c8e0878df9a9aad768 Verifying attestations

Release files / cmgdb-1.5.1-cp311-cp311-win_amd64.whl

Download URL	cmgdb-1.5.1-cp311-cp311-win_amd64.whl
Size	619.9 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`3c956d6096d3d9a8b0aad6e9c4f1c0ee1010c45ce68fcd136fd071b663f48db9`
BLAKE2b-256 checksum How to use checksums	`6864f658d5b6d801018fdfb92db6ebe08dd83af186bd44685acdc6444215438c`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp311-cp311-win_amd64.whl
SHA-256 checksum: 3c956d6096d3d9a8b0aad6e9c4f1c0ee1010c45ce68fcd136fd071b663f48db9 Verifying attestations

Release files / cmgdb-1.5.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cmgdb-1.5.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	693.6 kB
Tags	CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`c02c52737f93e751f27e5cc2f34c3d562bef97822de0910ca415810f764de7b6`
BLAKE2b-256 checksum How to use checksums	`c695e1c3029b093a2131cd9077e79c786d492e571df59bdf72ce01b8db38a21d`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: c02c52737f93e751f27e5cc2f34c3d562bef97822de0910ca415810f764de7b6 Verifying attestations

Release files / cmgdb-1.5.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cmgdb-1.5.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	657.4 kB
Tags	CPython 3.11 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`190eec50f7e8d7880618d5e95a03f9dd07c2bbbe529b3f775563a3e7c09cb374`
BLAKE2b-256 checksum How to use checksums	`a781c3db5e74bd93a987c137979d927604cfcddc79a51bce5687a84562496863`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 190eec50f7e8d7880618d5e95a03f9dd07c2bbbe529b3f775563a3e7c09cb374 Verifying attestations

Release files / cmgdb-1.5.1-cp311-cp311-macosx_14_0_arm64.whl

Download URL	cmgdb-1.5.1-cp311-cp311-macosx_14_0_arm64.whl
Size	507.7 kB
Tags	CPython 3.11 macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`f80de23c66a65f2e233faf4febe72086601a7b3578d653987db58968c7cc7b96`
BLAKE2b-256 checksum How to use checksums	`ad22fa1d84495b1281937795ad5459851ec81d2ac64e4c1483d2fdc64391dc5a`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp311-cp311-macosx_14_0_arm64.whl
SHA-256 checksum: f80de23c66a65f2e233faf4febe72086601a7b3578d653987db58968c7cc7b96 Verifying attestations

Release files / cmgdb-1.5.1-cp311-cp311-macosx_13_0_x86_64.whl

Download URL	cmgdb-1.5.1-cp311-cp311-macosx_13_0_x86_64.whl
Size	565.7 kB
Tags	CPython 3.11 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`0d05609139ad45fda1f2bf98e64f0a7cc802fec2d7edc633aca929ff8263126e`
BLAKE2b-256 checksum How to use checksums	`6a023585ed0d86d0e9f4a252dafbd6838949533ab66ecbf20b83b1af3a1ae009`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp311-cp311-macosx_13_0_x86_64.whl
SHA-256 checksum: 0d05609139ad45fda1f2bf98e64f0a7cc802fec2d7edc633aca929ff8263126e Verifying attestations

Release files / cmgdb-1.5.1-cp310-cp310-win_arm64.whl

Download URL	cmgdb-1.5.1-cp310-cp310-win_arm64.whl
Size	763.7 kB
Tags	CPython 3.10 Windows ARM64
SHA-256 checksum How to use checksums	`b401a0868526d0706cfe1f411a7bb65da540854859dea7002452d4c72bbee215`
BLAKE2b-256 checksum How to use checksums	`99d57fdfa97f247987eb587329acfaf4282c124fb45c41fef69d50eec5cf78c1`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp310-cp310-win_arm64.whl
SHA-256 checksum: b401a0868526d0706cfe1f411a7bb65da540854859dea7002452d4c72bbee215 Verifying attestations

Release files / cmgdb-1.5.1-cp310-cp310-win_amd64.whl

Download URL	cmgdb-1.5.1-cp310-cp310-win_amd64.whl
Size	618.6 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`eab9a01248d1860097eb0191e89f66796a67a07fa93e4926bfedf39da9693e5e`
BLAKE2b-256 checksum How to use checksums	`9bf44708042e79edc0a101129ffce6577a41a747273a4f8510808249b357bf97`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp310-cp310-win_amd64.whl
SHA-256 checksum: eab9a01248d1860097eb0191e89f66796a67a07fa93e4926bfedf39da9693e5e Verifying attestations

Release files / cmgdb-1.5.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cmgdb-1.5.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	693.8 kB
Tags	CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`d0c7ef5d3d657d840737214a157c4d445cbc8bd6533bc556aceb80bdf7d16d82`
BLAKE2b-256 checksum How to use checksums	`026b0ba3fcf9e00bda95f77bc5ecddc14793ece146e30cfebf69261ce6522056`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: d0c7ef5d3d657d840737214a157c4d445cbc8bd6533bc556aceb80bdf7d16d82 Verifying attestations

Release files / cmgdb-1.5.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cmgdb-1.5.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	656.9 kB
Tags	CPython 3.10 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`7a4428d33762b03f5ac7cc3d7ffb0041a5552acdd2d7ca7a3e6b2cc97b853b55`
BLAKE2b-256 checksum How to use checksums	`c42e14fe19f218cacdb7b9faed595cbbb618ac93547cea8e5ff1e6f10745cc9b`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 7a4428d33762b03f5ac7cc3d7ffb0041a5552acdd2d7ca7a3e6b2cc97b853b55 Verifying attestations

Release files / cmgdb-1.5.1-cp310-cp310-macosx_14_0_arm64.whl

Download URL	cmgdb-1.5.1-cp310-cp310-macosx_14_0_arm64.whl
Size	506.1 kB
Tags	CPython 3.10 macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`91b0b292b6ad2dcd20e9c6c9bbcf7675e94f28471f011ba4b55108243e141a2e`
BLAKE2b-256 checksum How to use checksums	`47cb6668872b528b927af73e0706de4cd1fae1147cd84569ed0a8902ef5f9ecb`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp310-cp310-macosx_14_0_arm64.whl
SHA-256 checksum: 91b0b292b6ad2dcd20e9c6c9bbcf7675e94f28471f011ba4b55108243e141a2e Verifying attestations

Release files / cmgdb-1.5.1-cp310-cp310-macosx_13_0_x86_64.whl

Download URL	cmgdb-1.5.1-cp310-cp310-macosx_13_0_x86_64.whl
Size	564.5 kB
Tags	CPython 3.10 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`6c3d0a42f7770283b43fec04bdcd51d1c0f0a452155e660bf1995041aafa5f7f`
BLAKE2b-256 checksum How to use checksums	`43a22996fc31f061d84ec0277be6cdb1146e6c37db9df544384ec1857bf3af65`
Upload date	Aug 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/marciogameiro/CMGDB
Publishing commit: github.com/marciogameiro/CMGDB/tree/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c

Workflow

Publishing configuration: github.com/marciogameiro/CMGDB/blob/5cb70c24ed2d2bdcdd08eb67b2ef2a0a12eee10c/.github/workflows/publish_wheels.yml
Publishing logs: github.com/marciogameiro/CMGDB/actions/runs/33127162803/attempts/1

Artifact

Subject: cmgdb-1.5.1-cp310-cp310-macosx_13_0_x86_64.whl
SHA-256 checksum: 6c3d0a42f7770283b43fec04bdcd51d1c0f0a452155e660bf1995041aafa5f7f Verifying attestations