Python tools for the open electricity market model AMIRIS
Project description
AMIRIS-Py
Python tools for the electricity market model AMIRIS.
Installation
pip install amirispy
You may also use pipx. For detailed information please refer to the
official pipx documentation.
pipx install amirispy
Further Requirements
In order to execute all commands provided by amirispy, you also require a Java Development Kit (JDK).
JDK must be installed and accessible via your console in which you run amirispy.
To test, run java --version which should show your JDK version (required: 11 or above).
If java command is not found or relates to a Java Runtime Environment (JRE), please download and install JDK (e.g. from Adoptium)
Usage
Currently, there are three distinct commands available:
amiris download: download the latest versions of AMIRIS and examples filesamiris run: perform a full workflow by compiling the.pbfile from yourscenario.yaml, executing AMIRIS, and extracting the resultsamiris batch: perform multiple runs, each with scenario compilation, AMIRIS execution, and results extractionamiris comparison: compare the results of two different AMIRIS runs to check their equivalence
You may also use the arguments as a list of strings in your script directly, e.g.
from amirispy.scripts import amiris_cli
amiris_cli(["download", "-m", "model"])
amiris download
Downloads and extracts the latest open access AMIRIS instance and accompanying examples.
| Option | Provides |
|---|---|
-u or --url |
URL to download AMIRIS from (default: latest AMIRIS artifact from https://gitlab.com/dlr-ve/esy/amiris/amiris |
-t or --target |
Folder to download amiris-core_<version>-jar-with-dependencies.jar to (default: ./) |
-f or --force |
Force download which may overwrites existing AMIRIS installation of same version and existing examples (default: False) |
-m or --mode |
Option to download model and examples all (default), only model, or only examples |
amiris run
Compile scenario, execute AMIRIS, and extract results.
| Option | Provides |
|---|---|
-s or --scenario |
Path to a scenario yaml-file |
-j or --jar |
Path to amiris-core_<version>-jar-with-dependencies.jar, defaults to a single "amiris*.jar"-file in current working directory |
-o or --output |
Directory to write output to, defaults to "./result" |
-oo or --output-options |
Optional arguments to override default output conversion arguments of fameio |
-nc or --no-checks |
Skip checks for Java installation and correct version to increase speed |
Bug in argparse
:warning: If you provide but a single flag to --output-option, you may get a crash as there is a bug in the argparse library which will not be fixed.
We recommend these workarounds:
- provide additional parameters, e.g. for the log level: change
-oo "-m"to-oo "-m -l critical", or - add a space after the single flag: change
-oo "-m"to-oo "-m "
Calling AMIRIS from your own script using amiris_cli
If you happen to run AMIRIS in your own script by importing amiris_cli, this is an example of how to use it.
from amirispy.scripts import amiris_cli
commands = [
"-l", "critical",
"run",
"-j", "amiris-core_3.4.0-jar-with-dependencies.jar",
"-s", "examples/Germany2019/scenario.yaml",
"-oo", "-m ",
]
amiris_cli(commands)
:warning: Similar to the command-line call you need to work around the argparse bug when using --output-option with a single flag only.
Thus, the extra space in statement "-oo", "-m " is intended - see explanation above.
amiris batch
Perform multiple runs - each with scenario compilation, AMIRIS execution, and results extraction
| Option | Provides |
|---|---|
-s or --scenarios |
Path to single or list of: scenario yaml-files or their enclosing directories |
-j or --jar |
Path to amiris-core_<version>-jar-with-dependencies.jar, defaults to a single "amiris*.jar"-file in current working directory |
-o or --output |
Directory to write output to "./result" |
-r or --recursive |
Option to recursively search in provided Path for scenario (default: False) |
-p or --pattern |
Optional name pattern that scenario files searched for must match |
-oo or --output-options |
Optional arguments to override default output conversion arguments of fameio |
-nc or --no-checks |
Skip checks for Java installation and correct version to increase speed |
See description of amiris run for details on the issues with the -oo option.
amiris compare
Compare if results of two AMIRIS runs and equivalent.
| Option | Provides |
|---|---|
-e or --expected |
Path to folder with expected result .csv files |
-t or --test |
Path to folder with results files (.csv) to test for equivalence |
-i or --ignore |
Optional list of file names not to be compared |
Help
You reach the help menu at any point using -h or --help which gives you a list of all available options, e.g.:
amiris --help
Logging
You may define a logging level or optional log file as first arguments in your workflow using any of the following arguments:
| Option | Provides |
|---|---|
-l or --log |
logging level, defaults to error; options are debug, info, warning, warn, error, critical. |
-lf or --logfile |
path to log file, defaults to None; if None is provided, all logs get only printed to the console. |
Example: amiris --log debug --logfile my/log/file.txt download
Cite AMIRIS-Py
If you use AMIRIS-Py for academic work, please cite:
Christoph Schimeczek, Kristina Nienhaus, Ulrich Frey, Evelyn Sperber, Seyedfarzad Sarfarazi, Felix Nitsch, Johannes Kochems & A. Achraf El Ghazi (2023). AMIRIS: Agent-based Market model for the Investigation of Renewable and Integrated energy Systems. Journal of Open Source Software. doi: 10.21105/joss.05041
Contributing
Please see CONTRIBUTING.
Available Support
This is a purely scientific project by (at the moment) one research group. Thus, there is no paid technical support available.
If you experience any trouble with AMIRIS, you may contact the developers at the openMod-Forum or via amiris@dlr.de. Please report bugs and make feature requests by filing issues following the provided templates (see also CONTRIBUTING). For substantial enhancements, we recommend that you contact us via amiris@dlr.de for working together on the code in common projects or towards common publications and thus further develop AMIRIS.
Acknowledgement
Work on AMIRIS-Py was financed by the Helmholtz Association's Energy System Design research programme.
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