Simulation evaluation (#25)

* remove check-added-large-files hook from pre-commit configuration

* Sample file for simulation eval

* Basic framework for simulation evaluation.

* Add self-consumption metrics and cost calculations to energy evaluation

- Introduced new constants for self-consumed electricity, costs, and earnings in `const.py`.
- Updated the `evaluate` method in `main.py` to calculate electricity consumed, self-consumed, costs of delivered electricity, earnings from exported electricity, and net costs.
- Added calculations for self-consumption ratios in the evaluation results.
- Removed the obsolete Jupyter notebook `simeval.ipynb`.

* Enhance energy simulation evaluation and modeling

- Added methods to retrieve the first and last timestamps in TimeSeriesBase.
- Implemented a new function `apply_simulation` to apply simulation results to input data in the PV simulation module.
- Updated the PVSimulator class to include a method for converting simulation results to a DataFrame.
- Enhanced the evaluation module with a new function `compare_results` to compare two evaluation results and return differences.
- Modified the `evaluate` method to handle missing columns for electricity delivered and exported.
- Updated imports in various modules to include new functions and classes as needed.
- Adjusted execution counts in the demo notebook to reflect the new evaluation and simulation processes.

* Add PVSimulationSummary class and update simulation functions

- Introduced PVSimulationSummary class to encapsulate simulation results, ex-ante, ex-post data, and comparisons.
- Implemented from_simulation class method for creating a summary from simulation data.
- Updated apply_simulation function to use constants for electricity produced, delivered, and exported.
- Enhanced input validation and data handling within the simulation functions.

* Refactor simulation classes and add full simulation analysis module

* Making abstractions of simulations

* Move abstract definitions to separate module

* Update notebooks

* Output annotations

* improved annotations

* Refactor frequency handling in simulation models and update type annotations

* Enhance QuickPVSystemModel validation and propagate settings to arrays

---------

Co-authored-by: Jan Pecinovsky <=>

Author: JrtPec

.devcontainer/devcontainer.json

@@ -17,8 +17,7 @@
         "visualstudioexptteam.vscodeintellicode",
         "esbenp.prettier-vscode",
         "GitHub.vscode-pull-request-github",
-        "mhutchie.git-graph",
-        "ms-toolsai.jupyter"
+        "mhutchie.git-graph"
       ],
       "settings": {
         "python.pythonPath": "/usr/local/bin/python",

.pre-commit-config.yaml

@@ -25,7 +25,6 @@ repos:
       - id: check-yaml
       - id: end-of-file-fixer
       - id: trailing-whitespace
-      - id: check-added-large-files
 
   - repo: https://github.com/astral-sh/uv-pre-commit
     # uv version.