MTPy
Overview
A modular, extensible, and modifiable python based tool for Meltpool Tomography. The aim of this tool is to create a core library of PBF tools that can be applied in the many areas of our research on the topic.
Current Features
- Streaming of larger-than-RAM datasets from HDD for:
- analysis
- plotting
- Data mining
- No need for binning or other data reduction methods
- Distributed computing, allowing for analysis to take place on compute clusters and larger distributed systems
- Extensive type hinting and structurally subtyped composition. This design ensures that:
- New modules can easily be added
- Documentation can be automatically generated
- Users will get LSP tooltips to help them develop quickly
- Static analysis can be used to catch errors quickly
- Modules can easily and seamlessly be implemented in more performant, statically typed languages (e.g: the
read_aconity_layerssubmodule here, written in rust)
- Detailed, togglable user feedback and debug logs, allowing for quick diagnosis of problems when they occur
- Test coverage for core, IO interfaces (as they are most likely parts to error) with plans to expand coverage in the future
Planned Features
- A CLI to avoid the need for scripting when doing common analyses
- A new GUI to allow non-programming researchers to use the tool (previous GUI
Melterwas a good demonstrator but isn't really fit for our current purposes) - Reimplementation of the previouslt removed interactive 3d plot feature
- GPU support to further accelerate analysis of extremely large datasets
- Better sample detection via mathematically driven raster detection
ToDo
- implement a CLI for basic functions
- rewrite experimental GUI using flet
- implement Dask GPU support
- Add raster detection component as processor
- fix interactive 3d tomography visualizations (in-progress project)
- Carve out save/load functionality into a separate module
1 maintainer
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
mtpylib-0.5.10.tar.gz
(243.7 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
mtpylib-0.5.10-py3-none-any.whl
(67.9 kB
view details)
File details
Details for the file mtpylib-0.5.10.tar.gz.
File metadata
- Download URL: mtpylib-0.5.10.tar.gz
- Upload date:
- Size: 243.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
bc0f5b1456f89e4265abe9690fc53542d75bfdb04a30d2c8ce090876d49d0ee6
|
|
| MD5 |
adb32634da56a1e2b0682661020d3034
|
|
| BLAKE2b-256 |
cdf69ee31245e8125183b488f6b5d1ed38829abcc4e4a96eab5569babbbe240f
|
Provenance
The following attestation bundles were made for mtpylib-0.5.10.tar.gz:
Publisher:
release.yaml on Cian-H/MTPy
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
mtpylib-0.5.10.tar.gz -
Subject digest:
bc0f5b1456f89e4265abe9690fc53542d75bfdb04a30d2c8ce090876d49d0ee6 - Sigstore transparency entry: 2420841810
- Sigstore integration time:
-
Permalink:
Cian-H/MTPy@72e682c55d50cefebc9dd940dc484b5a445797a1 -
Branch / Tag:
refs/tags/0.5.10 - Owner: https://github.com/Cian-H
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yaml@72e682c55d50cefebc9dd940dc484b5a445797a1 -
Trigger Event:
push
-
Statement type:
File details
Details for the file mtpylib-0.5.10-py3-none-any.whl.
File metadata
- Download URL: mtpylib-0.5.10-py3-none-any.whl
- Upload date:
- Size: 67.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ae7058bdc6e87d391e38f76d8d318b194622b62bd7605689594bf7c24ee385f2
|
|
| MD5 |
3df61505526fcbf61497e9c9064c8f76
|
|
| BLAKE2b-256 |
8a6806e00a1ae9d0ed63145f456afe8e681edc129f32ab7ea74404c0275c894e
|
Provenance
The following attestation bundles were made for mtpylib-0.5.10-py3-none-any.whl:
Publisher:
release.yaml on Cian-H/MTPy
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
mtpylib-0.5.10-py3-none-any.whl -
Subject digest:
ae7058bdc6e87d391e38f76d8d318b194622b62bd7605689594bf7c24ee385f2 - Sigstore transparency entry: 2420841836
- Sigstore integration time:
-
Permalink:
Cian-H/MTPy@72e682c55d50cefebc9dd940dc484b5a445797a1 -
Branch / Tag:
refs/tags/0.5.10 - Owner: https://github.com/Cian-H
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yaml@72e682c55d50cefebc9dd940dc484b5a445797a1 -
Trigger Event:
push
-
Statement type:
