LibTokaMap

A C++20 library for flexible data mapping and transformation with support for multiple data sources and mapping types.

Overview

LibTokaMap is a flexible mapping library designed to handle complex data transformations through configurable JSON-based mapping definitions. It provides a plugin-based architecture for data sources and supports various mapping types including value mappings, data source mappings, expression mappings, and custom mappings.

Features

Multiple Mapping Types: Support for value, data source, expression, dimension, and custom mappings
Pluggable Data Sources: Extensible architecture for custom data source implementations
JSON Configuration: Human-readable JSON-based mapping definitions
Caching Support: Built-in RAM caching for improved performance
Type Safety: Strong typing with C++20 features
Subset Operations: Advanced data slicing and subsetting capabilities
Scale/Offset Transformations: Built-in support for linear data transformations

Building

Requirements

C++20 compatible compiler
CMake 3.15+
nlohmann/json library
Pantor/Inja templating engine
GSL-lite (Guidelines Support Library)
ExprTk expression parsing library

Build Instructions

mkdir build
cd build
cmake .. -DENABLE_TESTING=ON -DENABLE_EXAMPLES=ON
make

CMake Options

ENABLE_TESTING: Build unit tests (default: OFF)
ENABLE_EXAMPLES: Build example applications (default: OFF)

Usage

Basic Example

#include <libtokamap.hpp>

int main() {
    libtokamap::MappingHandler mapping_handler;

    // Initialize with configuration
    nlohmann::json config = {
        {"mapping_directory", "/path/to/mappings"}
    };
    mapping_handler.init(config);

    // Perform mapping
    std::type_index data_type = std::type_index{typeid(double)};
    int rank = 1;
    nlohmann::json extra_attributes = {{"shot", 12345}};

    auto result = mapping_handler.map(
        "my_mapping",
        "path/to/data",
        data_type,
        rank,
        extra_attributes
    );

    return 0;
}

Custom Data Source

class MyDataSource : public libtokamap::DataSource {
public:
    TypedDataArray get(const DataSourceArgs& map_args,
                      const MapArguments& arguments,
                      RamCache* ram_cache) override {
        // Implement your data retrieval logic
        // Return TypedDataArray with your data
    }
};

// Register the data source
auto data_source = std::make_unique<MyDataSource>();
libtokamap::DataSourceMapping::register_data_source("MY_SOURCE", std::move(data_source));

Mapping Types

Value Mapping

Direct value assignment from JSON configuration.

{
    "map_type": "VALUE",
    "value": 42
}

Data Source Mapping

Retrieves data from registered data sources.

{
    "map_type": "DATA_SOURCE",
    "data_source": "JSON",
    "args": {
        "file": "data.json",
        "path": "measurements.temperature"
    },
    "scale": 1.0,
    "offset": 0.0,
    "slice": "[0:10]"
}

Expression Mapping

Evaluates mathematical expressions.

{
    "map_type": "EXPR",
    "expr": "x * 2 + y",
    "parameters": {
        "x": "path/to/x",
        "y": "path/to/y"
    }
}

Dimension Mapping

Handles array dimension information.

{
    "map_type": "DIMENSION",
    "dim_probe": "array/path"
}

Custom Mapping

User-defined mapping logic.

{
    "map_type": "CUSTOM",
    "custom_type": "my_custom_mapping"
}

Configuration

Mapping Directory Structure

mappings/
├── experiment1/
│   ├── mappings.cfg.json
│   ├── globals.json
│   └── group_name1/
│       └── partition1_0/
│           ├── globals.json
│           └── mappings.json
│       └── partition1_100/
│           ├── globals.json
│           └── mappings.json
│       └── ...
│   └── group_name2/
│       └── ...
└── experiment2/
    └── ...

Configuration File Format

{
    "mapping_directory": "/path/to/mappings",
    "cache_enabled": true,
    "cache_size": 100
}

API Reference

MappingHandler

Main class for handling mapping operations.

Methods

void init(const nlohmann::json& config): Initialize with configuration
TypedDataArray map(...): Perform mapping operation
void reset(): Reset handler state

DataSource

Base class for implementing custom data sources.

Virtual Methods

TypedDataArray get(...): Retrieve data from source

Mapping Types

Base classes for different mapping implementations:

Mapping: Base mapping interface
ValueMapping: Direct value mappings
DataSourceMapping: Data source mappings
ExprMapping: Expression-based mappings
DimMapping: Dimension mappings
CustomMapping: User-defined mappings

Utilities

Subset Operations

Slice parsing: "[0:10]", "[::2]", "[1:5:2]"
Multi-dimensional slicing support
Range validation and boundary checking

Scale/Offset Transformations

Linear transformations: output = input * scale + offset
Applied after data retrieval and slicing

Caching

RAM-based caching for frequently accessed data
Configurable cache policies
Automatic cache invalidation

Examples

See the examples/ directory for complete working examples:

simple_mapper/: Basic mapping example with JSON data source

Testing

Run the test suite:

cd build
make test

Version Information

Current version: 0.1.0

Contributing

Code Style

Follow C++20 best practices
Use clang-format for code formatting
Enable all compiler warnings (-Wall -Werror -Wpedantic)

TODO Items

Make mapping values case insensitive
~~Remove references to IDSs~~
~~Replace reinterpret_cast with bit_cast~~ (still exist in map_arguments.hpp)
~~Replace boost::split with std::views::split~~
Switch from using std::type_index to DataType enum?
~~Add exception types~~
Add README and docs for library
Tidy up DataSource get(...) arguments
Adding system packaging to CMake
~~Make mapping directory nesting configurable~~
~~Remove SignalType logic~~
Add C++20 template constraints
~~Replace std::string{} with string_literals~~
Fix logging
~~Add tests for parse_slices~~
~~Replace gsl::span with std::span~~
Handle mismatch of request data type and returned data type, i.e. type conversions?
Check returned data against expected rank
~~Add JSON schema files into repo (from IMAS MASTU mapping)~~
~~Validate JSON mappings on read~~
Use std::format instead of string concatenation

License

See the main project LICENSE file for license information.

Dependencies

nlohmann/json: JSON parsing and manipulation
Pantor/Inja: Template engine for dynamic content generation
ExprTk: Mathematical expression parsing and evaluation

Release files for libtokamap 0.3.0

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

Built distributions (wheels)

Table of built distributions (wheels) for libtokamap 0.3.0
File	Interpreter	ABI	Platform	Reset
libtokamap-0.3.0-cp314-cp314t-win_amd64.whl 1.3 MB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
libtokamap-0.3.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.2 MB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
libtokamap-0.3.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 4.1 MB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
libtokamap-0.3.0-cp314-cp314t-macosx_14_0_arm64.whl 1.3 MB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 14.0+ ARM64	Details
libtokamap-0.3.0-cp314-cp314t-macosx_13_0_x86_64.whl 1.5 MB Aug 21, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 13.0+ x86-64	Details
libtokamap-0.3.0-cp314-cp314-win_amd64.whl 1.3 MB Aug 21, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
libtokamap-0.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.2 MB Aug 21, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
libtokamap-0.3.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 4.1 MB Aug 21, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
libtokamap-0.3.0-cp314-cp314-macosx_14_0_arm64.whl 1.3 MB Aug 21, 2026	CPython 3.14	CPython 3.14	macOS 14.0+ ARM64	Details
libtokamap-0.3.0-cp314-cp314-macosx_13_0_x86_64.whl 1.5 MB Aug 21, 2026	CPython 3.14	CPython 3.14	macOS 13.0+ x86-64	Details
libtokamap-0.3.0-cp313-cp313-win_amd64.whl 1.3 MB Aug 21, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
libtokamap-0.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.2 MB Aug 21, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
libtokamap-0.3.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 4.1 MB Aug 21, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
libtokamap-0.3.0-cp313-cp313-macosx_14_0_arm64.whl 1.3 MB Aug 21, 2026	CPython 3.13	CPython 3.13	macOS 14.0+ ARM64	Details
libtokamap-0.3.0-cp313-cp313-macosx_13_0_x86_64.whl 1.5 MB Aug 21, 2026	CPython 3.13	CPython 3.13	macOS 13.0+ x86-64	Details
libtokamap-0.3.0-cp312-cp312-win_amd64.whl 1.3 MB Aug 21, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
libtokamap-0.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.2 MB Aug 21, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
libtokamap-0.3.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 4.1 MB Aug 21, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
libtokamap-0.3.0-cp312-cp312-macosx_14_0_arm64.whl 1.3 MB Aug 21, 2026	CPython 3.12	CPython 3.12	macOS 14.0+ ARM64	Details
libtokamap-0.3.0-cp312-cp312-macosx_13_0_x86_64.whl 1.5 MB Aug 21, 2026	CPython 3.12	CPython 3.12	macOS 13.0+ x86-64	Details
libtokamap-0.3.0-cp311-cp311-win_amd64.whl 1.3 MB Aug 21, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
libtokamap-0.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.2 MB Aug 21, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
libtokamap-0.3.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 4.1 MB Aug 21, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
libtokamap-0.3.0-cp311-cp311-macosx_14_0_arm64.whl 1.3 MB Aug 21, 2026	CPython 3.11	CPython 3.11	macOS 14.0+ ARM64	Details
libtokamap-0.3.0-cp311-cp311-macosx_13_0_x86_64.whl 1.5 MB Aug 21, 2026	CPython 3.11	CPython 3.11	macOS 13.0+ x86-64	Details

Total release size: 62.1 MB

Release files / libtokamap-0.3.0-cp314-cp314t-win_amd64.whl

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Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

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SHA-256 checksum: 7c515f12dbf6bc49ed8a016d7b0052276a2f61b8281f37ca7186f4a6c25617cc Verifying attestations

Release files / libtokamap-0.3.0-cp314-cp314-macosx_14_0_arm64.whl

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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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Release files / libtokamap-0.3.0-cp314-cp314-macosx_13_0_x86_64.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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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Release files / libtokamap-0.3.0-cp313-cp313-win_amd64.whl

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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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Release files / libtokamap-0.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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SHA-256 checksum: 68be59e2034af62333c6b710ffa6bbfce5551979786dae5024d9713c73e6f371 Verifying attestations

Release files / libtokamap-0.3.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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Release files / libtokamap-0.3.0-cp313-cp313-macosx_14_0_arm64.whl

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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

Publishing configuration: github.com/ukaea/libtokamap/blob/521c35b47f0e1a9270f260663650196f55a48432/.github/workflows/build_wheels.yml
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Artifact

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Release files / libtokamap-0.3.0-cp313-cp313-macosx_13_0_x86_64.whl

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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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Release files / libtokamap-0.3.0-cp312-cp312-win_amd64.whl

Download URL	libtokamap-0.3.0-cp312-cp312-win_amd64.whl
Size	1.3 MB
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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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Release files / libtokamap-0.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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SHA-256 checksum: 3620f69b786b856e075ea594e16068cf16cd301f3d90b2c9556d7a91bf3d1c03 Verifying attestations

Release files / libtokamap-0.3.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	libtokamap-0.3.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Artifact

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SHA-256 checksum: d123f9fefab9e881ab8b8b9ff6d563eae433d9dd443136c28a9950f8113f2418 Verifying attestations

Release files / libtokamap-0.3.0-cp312-cp312-macosx_14_0_arm64.whl

Download URL	libtokamap-0.3.0-cp312-cp312-macosx_14_0_arm64.whl
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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

Publishing configuration: github.com/ukaea/libtokamap/blob/521c35b47f0e1a9270f260663650196f55a48432/.github/workflows/build_wheels.yml
Publishing logs: github.com/ukaea/libtokamap/actions/runs/32493990544/attempts/1

Artifact

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Release files / libtokamap-0.3.0-cp312-cp312-macosx_13_0_x86_64.whl

Download URL	libtokamap-0.3.0-cp312-cp312-macosx_13_0_x86_64.whl
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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

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Publishing logs: github.com/ukaea/libtokamap/actions/runs/32493990544/attempts/1

Artifact

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SHA-256 checksum: c796316e0eec93ca46fc474246b91177b67d3ac6bb0a3959eda862ffc260f3ee Verifying attestations

Release files / libtokamap-0.3.0-cp311-cp311-win_amd64.whl

Download URL	libtokamap-0.3.0-cp311-cp311-win_amd64.whl
Size	1.3 MB
Tags	CPython 3.11 Windows x86-64
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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

Publishing configuration: github.com/ukaea/libtokamap/blob/521c35b47f0e1a9270f260663650196f55a48432/.github/workflows/build_wheels.yml
Publishing logs: github.com/ukaea/libtokamap/actions/runs/32493990544/attempts/1

Artifact

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SHA-256 checksum: b781918b47a86c2758bfd94f780440615189f07825a9e5711107b0977e7e7131 Verifying attestations

Release files / libtokamap-0.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	libtokamap-0.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Tags	CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

Publishing configuration: github.com/ukaea/libtokamap/blob/521c35b47f0e1a9270f260663650196f55a48432/.github/workflows/build_wheels.yml
Publishing logs: github.com/ukaea/libtokamap/actions/runs/32493990544/attempts/1

Artifact

Subject: libtokamap-0.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 93ebef86293fbe7ae6bf5fc6b0e06731e7674e78a75e44cc62699946ab21f417 Verifying attestations

Release files / libtokamap-0.3.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	libtokamap-0.3.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	4.1 MB
Tags	CPython 3.11 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

Publishing configuration: github.com/ukaea/libtokamap/blob/521c35b47f0e1a9270f260663650196f55a48432/.github/workflows/build_wheels.yml
Publishing logs: github.com/ukaea/libtokamap/actions/runs/32493990544/attempts/1

Artifact

Subject: libtokamap-0.3.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 905457f03a4f747fcabb8b392865650e4aa4f59fb4dcb9f9dca139779ded2fde Verifying attestations

Release files / libtokamap-0.3.0-cp311-cp311-macosx_14_0_arm64.whl

Download URL	libtokamap-0.3.0-cp311-cp311-macosx_14_0_arm64.whl
Size	1.3 MB
Tags	CPython 3.11 macOS 14.0+ ARM64
SHA-256 checksum How to use checksums	`e4ffa87938e7609b40b105f32500d2fde8934c28b675629beb9e9dba2f85a6ec`
BLAKE2b-256 checksum How to use checksums	`6ec97634462683e7124b26f104a508d5cc3d565634798fa5343795ea54b84920`
Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

Publishing configuration: github.com/ukaea/libtokamap/blob/521c35b47f0e1a9270f260663650196f55a48432/.github/workflows/build_wheels.yml
Publishing logs: github.com/ukaea/libtokamap/actions/runs/32493990544/attempts/1

Artifact

Subject: libtokamap-0.3.0-cp311-cp311-macosx_14_0_arm64.whl
SHA-256 checksum: e4ffa87938e7609b40b105f32500d2fde8934c28b675629beb9e9dba2f85a6ec Verifying attestations

Release files / libtokamap-0.3.0-cp311-cp311-macosx_13_0_x86_64.whl

Download URL	libtokamap-0.3.0-cp311-cp311-macosx_13_0_x86_64.whl
Size	1.5 MB
Tags	CPython 3.11 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`6b972ebe9d48be17df1a7d663717243c7f56666c2c966a43525a8e5c31884f9d`
BLAKE2b-256 checksum How to use checksums	`153c19355505f0f5d31de4734893638cb847828db18e47e2734e3378042f6d1d`
Upload date	Aug 21, 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/ukaea/libtokamap
Publishing commit: github.com/ukaea/libtokamap/tree/521c35b47f0e1a9270f260663650196f55a48432

Workflow

Publishing configuration: github.com/ukaea/libtokamap/blob/521c35b47f0e1a9270f260663650196f55a48432/.github/workflows/build_wheels.yml
Publishing logs: github.com/ukaea/libtokamap/actions/runs/32493990544/attempts/1

Artifact

Subject: libtokamap-0.3.0-cp311-cp311-macosx_13_0_x86_64.whl
SHA-256 checksum: 6b972ebe9d48be17df1a7d663717243c7f56666c2c966a43525a8e5c31884f9d Verifying attestations