| Name | apsimNGpy JSON |
| Version |
0.39.10.19
JSON |
| download |
| home_page | https://github.com/MAGALA-RICHARD/apsimNGpy.git |
| Summary | APSIM next generation package interface |
| upload_time | 2025-10-25 02:19:35 |
| maintainer | None |
| docs_url | None |
| author | Richard Magala |
| requires_python | None |
| license | Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/
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|
| keywords |
python
apsim next generation
pythonnet
crop modeling
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
apsimNGpy
matplotlib
numpy
pandas
psutil
requests
tqdm
xmltodict
scipy
progressbar
pythonnet
clr
geopandas
tenacity
wrapdisc
shapely
geopy
SQLAlchemy
SALib
setuptools
joblib
Pygments
nh3
defusedxml
ipython
typing_extensions
future
pillow
pathlib
parso
jedi
colorama
pytz
jupyter
rich
panel
attrs
click
aiohttp
yarl
geographiclib
mdurl
pytest
Cython
overrides
cffi
numba
threadpoolctl
dask
mpmath
sympy
platformdirs
importlib_metadata
twine
keyring
id
rfc3986
urllib3
packaging
typer
shellingham
affine
cloudpickle
openpyxl
fsspec
pyarrow
lxml
MarkupSafe
python-dateutil
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
.. image:: https://img.shields.io/badge/License-Apache_2.0-blue.svg
:target: https://opensource.org/licenses/Apache-2.0
:alt: License: Apache-2.0
.. image:: https://img.shields.io/badge/Online-Documentation-magenta.svg
:target: https://magala-richard.github.io/apsimNGpy-documentations/index.html
:alt: Documentation
.. image:: https://img.shields.io/pypi/v/apsimNGpy?logo=pypi
:target: https://pypi.org/project/apsimNGpy/
:alt: PyPI version
.. image:: https://static.pepy.tech/badge/apsimNGpy
:target: https://pepy.tech/project/apsimNGpy
:alt: Total PyPI downloads
.. image:: https://img.shields.io/badge/Join%20Discussions-blue.svg
:target: https://discord.gg/SU9A6nNv
:alt: Join Discussions
.. image:: https://img.shields.io/badge/Ask%20Through%20Teams-purple.svg
:target: https://teams.live.com/l/community/FBAbNOQj7y9dPcoaAI
:alt: Ask Teams
.. image:: https://img.shields.io/badge/Download--APSIM--NG-2025.08.7844-blue?style=flat&logo=apachespark
:target: https://registration.apsim.info/?version=2025.08.7844.0&product=APSIM%20Next%20Generation
:alt: APSIM Next Generation version
===============================================================
apsimNGpy: The Next Generation Agroecosystem Simulation Library
===============================================================
**apsimNGpy** is a cutting-edge, open-source framework for advanced agroecosystem modeling, built entirely in Python.
It enables **object-oriented**, **data-driven** workflows for interacting with APSIM Next Generation models, offering capabilities for:
- Batch file simulation and model evaluation
- APSIMX file editing and parameter inspection
- Weather data retrieval and pre-processing
- Optimization and performance diagnostics
- Efficient soil profile development and validation
`Python <https://www.python.org/>`_ serves as the execution environment, integrating scientific computing, data analysis, and automation for sustainable agricultural systems.
---
Requirements
*************
1. **.NET SDK** — install from https://learn.microsoft.com/en-us/dotnet/core/install/
2. **Python 3.10+**
3. **APSIM Next Generation** — ensure the directory containing ``Models.exe`` is added to your system PATH.
4. (Optional) Use the official APSIM installer for easiest setup.
5. Minimum 8 GB RAM recommended.
---
Installation
************
**Option 1 – Install from PyPI (stable)**
.. code-block:: bash
pip install apsimNGpy
If using the `uv` virtual environment manager:
.. code-block:: bash
uv pip install apsimNGpy
**Option 2 – Clone the development repository**
.. code-block:: bash
git clone https://github.com/MAGALA-RICHARD/apsimNGpy.git
cd apsimNGpy
pip install .
**Option 3 – Install directly from GitHub**
.. code-block:: bash
pip install git+https://github.com/MAGALA-RICHARD/apsimNGpy.git
---
APSIM Next Generation (NG) Installation Tip
===========================================
Use the **pinned APSIM release** indicated on the documentation homepage to avoid forward-compatibility issues.
The pinned version represents the latest APSIM NG build verified against apsimNGpy’s API and unit tests.
---
v0.39.10.18 (2025-10-24)
=========================
Added
------
- ``preview_simulation(watch=True)`` now supports **interactive edit syncing**:
- Opens the ``.apsimx`` file in the APSIM NG GUI and *watches* for saved edits.
- When a user saves in the GUI, changes are automatically reloaded into the active ``ApsimModel`` instance.
- Console messages guide users during the live session (e.g., *“Watching for GUI edits... Save in APSIM to sync back.”*).
- Graceful shutdown supported via ``Ctrl+C``; after termination, the Python model reflects the most recent GUI state.
- Users should close the GUI after completing edits before continuing with the Python model instance.
Notes
------
- This feature is **experimental** but stable in tests.
- Synchronization assumes that both APSIM GUI and Python edit the same ``.apsimx`` file path.
- If ``watch=False`` (default), ``preview_simulation`` behaves as before — no live syncing.
- GUI edits must be **saved** before synchronization occurs. Unsaved edits are ignored.
Developer impact
----------------
- New function signature: ``preview_simulation(self, watch=False)``
- Existing scripts calling ``preview_simulation()`` remain fully compatible.
- File-watching currently uses file modification times; future releases may support event-based detection.
---
v0.39.10.17
===========
Release Notes
-------------
This build is stable for day-to-day work, with incremental API refinements.
Highlights
----------
- Updated ``save`` method on ``ApsimModel`` to include a ``reload`` parameter.
- Improved documentation navigation and linked related APIs.
Full Documentation
------------------
`Read the docs → <https://magala-richard.github.io/apsimNGpy-documentations/index.html>`_
Raw data
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"keywords": "python, APSIM Next Generation, pythonnet, crop modeling",
"author": "Richard Magala",
"author_email": "Richard Magala <magalarich20@gmail.com>",
"download_url": "https://files.pythonhosted.org/packages/57/ca/64e980ccaf7b9b84109221d3202c1dea0b05a2afafc9b1d86fbf2125068a/apsimngpy-0.39.10.19.tar.gz",
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"description": ".. image:: https://img.shields.io/badge/License-Apache_2.0-blue.svg\r\n :target: https://opensource.org/licenses/Apache-2.0\r\n :alt: License: Apache-2.0\r\n\r\n.. image:: https://img.shields.io/badge/Online-Documentation-magenta.svg\r\n :target: https://magala-richard.github.io/apsimNGpy-documentations/index.html\r\n :alt: Documentation\r\n\r\n.. image:: https://img.shields.io/pypi/v/apsimNGpy?logo=pypi\r\n :target: https://pypi.org/project/apsimNGpy/\r\n :alt: PyPI version\r\n\r\n.. image:: https://static.pepy.tech/badge/apsimNGpy\r\n :target: https://pepy.tech/project/apsimNGpy\r\n :alt: Total PyPI downloads\r\n\r\n.. image:: https://img.shields.io/badge/Join%20Discussions-blue.svg\r\n :target: https://discord.gg/SU9A6nNv\r\n :alt: Join Discussions\r\n\r\n.. image:: https://img.shields.io/badge/Ask%20Through%20Teams-purple.svg\r\n :target: https://teams.live.com/l/community/FBAbNOQj7y9dPcoaAI\r\n :alt: Ask Teams\r\n\r\n.. image:: https://img.shields.io/badge/Download--APSIM--NG-2025.08.7844-blue?style=flat&logo=apachespark\r\n :target: https://registration.apsim.info/?version=2025.08.7844.0&product=APSIM%20Next%20Generation\r\n :alt: APSIM Next Generation version\r\n\r\n===============================================================\r\napsimNGpy: The Next Generation Agroecosystem Simulation Library\r\n===============================================================\r\n\r\n**apsimNGpy** is a cutting-edge, open-source framework for advanced agroecosystem modeling, built entirely in Python.\r\nIt enables **object-oriented**, **data-driven** workflows for interacting with APSIM Next Generation models, offering capabilities for:\r\n\r\n- Batch file simulation and model evaluation\r\n- APSIMX file editing and parameter inspection\r\n- Weather data retrieval and pre-processing\r\n- Optimization and performance diagnostics\r\n- Efficient soil profile development and validation\r\n\r\n`Python <https://www.python.org/>`_ serves as the execution environment, integrating scientific computing, data analysis, and automation for sustainable agricultural systems.\r\n\r\n---\r\n\r\nRequirements\r\n*************\r\n\r\n1. **.NET SDK** \u2014 install from https://learn.microsoft.com/en-us/dotnet/core/install/\r\n2. **Python 3.10+**\r\n3. **APSIM Next Generation** \u2014 ensure the directory containing ``Models.exe`` is added to your system PATH.\r\n4. (Optional) Use the official APSIM installer for easiest setup.\r\n5. Minimum 8 GB RAM recommended.\r\n\r\n---\r\n\r\nInstallation\r\n************\r\n\r\n**Option 1 \u2013 Install from PyPI (stable)**\r\n\r\n.. code-block:: bash\r\n\r\n pip install apsimNGpy\r\n\r\nIf using the `uv` virtual environment manager:\r\n\r\n.. code-block:: bash\r\n\r\n uv pip install apsimNGpy\r\n\r\n**Option 2 \u2013 Clone the development repository**\r\n\r\n.. code-block:: bash\r\n\r\n git clone https://github.com/MAGALA-RICHARD/apsimNGpy.git\r\n cd apsimNGpy\r\n pip install .\r\n\r\n**Option 3 \u2013 Install directly from GitHub**\r\n\r\n.. code-block:: bash\r\n\r\n pip install git+https://github.com/MAGALA-RICHARD/apsimNGpy.git\r\n\r\n---\r\n\r\nAPSIM Next Generation (NG) Installation Tip\r\n===========================================\r\n\r\nUse the **pinned APSIM release** indicated on the documentation homepage to avoid forward-compatibility issues.\r\nThe pinned version represents the latest APSIM NG build verified against apsimNGpy\u2019s API and unit tests.\r\n\r\n---\r\n\r\nv0.39.10.18 (2025-10-24)\r\n=========================\r\n\r\nAdded\r\n------\r\n\r\n- ``preview_simulation(watch=True)`` now supports **interactive edit syncing**:\r\n - Opens the ``.apsimx`` file in the APSIM NG GUI and *watches* for saved edits.\r\n - When a user saves in the GUI, changes are automatically reloaded into the active ``ApsimModel`` instance.\r\n - Console messages guide users during the live session (e.g., *\u201cWatching for GUI edits... Save in APSIM to sync back.\u201d*).\r\n - Graceful shutdown supported via ``Ctrl+C``; after termination, the Python model reflects the most recent GUI state.\r\n - Users should close the GUI after completing edits before continuing with the Python model instance.\r\n\r\nNotes\r\n------\r\n\r\n- This feature is **experimental** but stable in tests.\r\n- Synchronization assumes that both APSIM GUI and Python edit the same ``.apsimx`` file path.\r\n- If ``watch=False`` (default), ``preview_simulation`` behaves as before \u2014 no live syncing.\r\n- GUI edits must be **saved** before synchronization occurs. Unsaved edits are ignored.\r\n\r\nDeveloper impact\r\n----------------\r\n\r\n- New function signature: ``preview_simulation(self, watch=False)``\r\n- Existing scripts calling ``preview_simulation()`` remain fully compatible.\r\n- File-watching currently uses file modification times; future releases may support event-based detection.\r\n\r\n---\r\n\r\nv0.39.10.17\r\n===========\r\n\r\nRelease Notes\r\n-------------\r\n\r\nThis build is stable for day-to-day work, with incremental API refinements.\r\n\r\nHighlights\r\n----------\r\n\r\n- Updated ``save`` method on ``ApsimModel`` to include a ``reload`` parameter.\r\n- Improved documentation navigation and linked related APIs.\r\n\r\nFull Documentation\r\n------------------\r\n\r\n`Read the docs \u2192 <https://magala-richard.github.io/apsimNGpy-documentations/index.html>`_\r\n\r\n",
"bugtrack_url": null,
"license": "Apache License\r\n Version 2.0, January 2004\r\n http://www.apache.org/licenses/\r\n \r\n TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\r\n \r\n 1. Definitions.\r\n \r\n \"License\" shall mean the terms and conditions for use, reproduction,\r\n and distribution as defined by Sections 1 through 9 of this document.\r\n \r\n \"Licensor\" shall mean the copyright owner or entity authorized by\r\n the copyright owner that is granting the License.\r\n \r\n \"Legal Entity\" shall mean the union of the acting entity and all\r\n other entities that control, are controlled by, or are under common\r\n control with that entity. For the purposes of this definition,\r\n \"control\" means (i) the power, direct or indirect, to cause the\r\n direction or management of such entity, whether by contract or\r\n otherwise, or (ii) ownership of fifty percent (50%) or more of the\r\n outstanding shares, or (iii) beneficial ownership of such entity.\r\n \r\n \"You\" (or \"Your\") shall mean an individual or Legal Entity\r\n exercising permissions granted by this License.\r\n \r\n \"Source\" form shall mean the preferred form for making modifications,\r\n including but not limited to software source code, documentation\r\n source, and configuration files.\r\n \r\n \"Object\" form shall mean any form resulting from mechanical\r\n transformation or translation of a Source form, including but\r\n not limited to compiled object code, generated documentation,\r\n and conversions to other media types.\r\n \r\n \"Work\" shall mean the work of authorship, whether in Source or\r\n Object form, made available under the License, as indicated by a\r\n copyright notice that is included in or attached to the work\r\n (an example is provided in the Appendix below).\r\n \r\n \"Derivative Works\" shall mean any work, whether in Source or Object\r\n form, that is based on (or derived from) the Work and for which the\r\n editorial revisions, annotations, elaborations, or other modifications\r\n represent, as a whole, an original work of authorship. For the purposes\r\n of this License, Derivative Works shall not include works that remain\r\n separable from, or merely link (or bind by name) to the interfaces of,\r\n the Work and Derivative Works thereof.\r\n \r\n \"Contribution\" shall mean any work of authorship, including\r\n the original version of the Work and any modifications or additions\r\n to that Work or Derivative Works thereof, that is intentionally\r\n submitted to Licensor for inclusion in the Work by the copyright owner\r\n or by an individual or Legal Entity authorized to submit on behalf of\r\n the copyright owner. For the purposes of this definition, \"submitted\"\r\n means any form of electronic, verbal, or written communication sent\r\n to the Licensor or its representatives, including but not limited to\r\n communication on electronic mailing lists, source code control systems,\r\n and issue tracking systems that are managed by, or on behalf of, the\r\n Licensor for the purpose of discussing and improving the Work, but\r\n excluding communication that is conspicuously marked or otherwise\r\n designated in writing by the copyright owner as \"Not a Contribution.\"\r\n \r\n \"Contributor\" shall mean Licensor and any individual or Legal Entity\r\n on behalf of whom a Contribution has been received by Licensor and\r\n subsequently incorporated within the Work.\r\n \r\n 2. Grant of Copyright License. Subject to the terms and conditions of\r\n this License, each Contributor hereby grants to You a perpetual,\r\n worldwide, non-exclusive, no-charge, royalty-free, irrevocable\r\n copyright license to reproduce, prepare Derivative Works of,\r\n publicly display, publicly perform, sublicense, and distribute the\r\n Work and such Derivative Works in Source or Object form.\r\n \r\n 3. Grant of Patent License. Subject to the terms and conditions of\r\n this License, each Contributor hereby grants to You a perpetual,\r\n worldwide, non-exclusive, no-charge, royalty-free, irrevocable\r\n (except as stated in this section) patent license to make, have made,\r\n use, offer to sell, sell, import, and otherwise transfer the Work,\r\n where such license applies only to those patent claims licensable\r\n by such Contributor that are necessarily infringed by their\r\n Contribution(s) alone or by combination of their Contribution(s)\r\n with the Work to which such Contribution(s) was submitted. 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