diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index a0f42c3..7d1abb9 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,7 +1,7 @@ repos: - repo: https://github.com/astral-sh/ruff-pre-commit # Ruff version. - rev: v0.5.2 + rev: v0.5.5 hooks: # Run the linter. - id: ruff @@ -10,3 +10,9 @@ repos: # Run the formatter. - id: ruff-format types_or: [python, pyi, jupyter] + + - repo: https://github.com/asottile/pyupgrade + rev: v3.16.0 + hooks: + - id: pyupgrade + args: [--py311-plus] diff --git a/DEVELOPERS.md b/DEVELOPERS.md new file mode 100644 index 0000000..10a97f6 --- /dev/null +++ b/DEVELOPERS.md @@ -0,0 +1,48 @@ +# Development Environment Setup + +This guide outlines the setup process for our development environment, focusing on packaging and dependency management. +## Info on dev setup +### Commit practices (pre-commit) +we use [pre-commit ](https://pre-commit.com/)to run RUFF. +### Poetry for Packaging and Dependency Management + +We use [Poetry](https://python-poetry.org/docs/main/#installation) as our primary tool for packaging and managing dependencies. Poetry provides a simple yet powerful way to manage project dependencies and publish packages. + +For the most detailed and up-to-date information, please refer to the [official Poetry 📚](https://python-poetry.org/docs/main/#installation). + +### Installing Python CLI Applications Globally with pipx + +To ensure that Python CLI applications are installed globally on your system while being isolated in their own virtual environments, we utilize `pipx`. + +## Steps to Install pipx and Poetry + +1. First, [install pipx](https://pipx.pypa.io/stable/installation/) following the instructions on the official website. +2. Once pipx is installed, you can easily install Poetry by running the following command in your terminal: + ```pipx install poetry``` +3. (*optional*) [install](vscode:extension/zeshuaro.vscode-python-poetry) vscode extension for poetry +### Setup with Poetry +```shell +poetry install +``` +### publishing with poetry +https://python-poetry.org/docs/repositories/ +## Remarks for devcontainer + +You can also work inside a docker container(devcontainer). +To make sure you have access/permissions inside the devcontainer. +From inside the devcontainer after launch, check user and take ownership: + +```bash +whoami +sudo chown -R $USER:$USER /workspaces/ -R +``` + +other option is to run as root from within the `devcontainer.json` `"remoteUser": "root"` + +# Useful commands for dev work +## clean up +[vulture](https://github.com/jendrikseipp/vulture) for finding dead python 🐍 +```pipx run vulture . --exclude venv``` + +[deptry](https://github.com/fpgmaas/deptry) for checking dependencies +```pipx run deptry . --ignore-notebooks``` \ No newline at end of file diff --git a/README.md b/README.md index 8e27b34..20e380e 100644 --- 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-{"grossInjection":{"index":["2024-01-01T12:00:00+01:00","2024-01-01T12:15:00+01:00","2024-01-01T12:30:00+01:00","2024-01-01T12:45:00+01:00"],"columns":["P1","P2","P3","P4","P5","P6"],"data":[[70.0,10.0,20.0,0.0,0.0,0.0],[20.0,10.0,30.0,0.0,0.0,0.0],[100.0,10.0,40.0,0.0,0.0,0.0],[0.0,10.0,50.0,0.0,0.0,0.0]]},"grossOfftake":{"index":["2024-01-01T12:00:00+01:00","2024-01-01T12:15:00+01:00","2024-01-01T12:30:00+01:00","2024-01-01T12:45:00+01:00"],"columns":["P1","P2","P3","P4","P5","P6"],"data":[[0.0,30.0,22.0,30.0,18.0,20.0],[0.0,20.0,20.0,25.0,17.0,22.0],[0.0,10.0,30.0,35.0,19.0,24.0],[0.0,0.0,40.0,10.0,25.0,26.0]]},"key":{"index":["2024-01-01T12:00:00+01:00","2024-01-01T12:15:00+01:00","2024-01-01T12:30:00+01:00","2024-01-01T12:45:00+01:00"],"columns":["P1","P2","P3","P4","P5","P6"],"data":[[0.0,0.1,0.225,0.225,0.225,0.225],[0.0,0.1,0.225,0.225,0.225,0.225],[0.0,0.1,0.225,0.225,0.225,0.225],[0.0,0.1,0.225,0.225,0.225,0.225]]}} \ No newline at end of file +{"grossInjection":{"index":["2024-01-01T12:00:00+01:00","2024-01-01T12:15:00+01:00","2024-01-01T12:30:00+01:00","2024-01-01T12:45:00+01:00"],"columns":["P1","P2","P3"],"data":[[70.0,10.0,20.0],[20.0,10.0,30.0],[100.0,10.0,40.0],[0.0,10.0,50.0]]},"grossOfftake":{"index":["2024-01-01T12:00:00+01:00","2024-01-01T12:15:00+01:00","2024-01-01T12:30:00+01:00","2024-01-01T12:45:00+01:00"],"columns":["P2","P3","P4","P5","P6"],"data":[[30.0,22.0,30.0,18.0,20.0],[20.0,20.0,25.0,17.0,22.0],[10.0,30.0,35.0,19.0,24.0],[0.0,40.0,10.0,25.0,26.0]]},"key":{"index":["2024-01-01T12:00:00+01:00","2024-01-01T12:15:00+01:00","2024-01-01T12:30:00+01:00","2024-01-01T12:45:00+01:00"],"columns":["P2","P3","P4","P5","P6"],"data":[[0.1,0.225,0.225,0.225,0.225],[0.1,0.225,0.225,0.225,0.225],[0.1,0.225,0.225,0.225,0.225],[0.1,0.225,0.225,0.225,0.225]]}} \ No newline at end of file diff --git a/demo_capacity_analysis.ipynb b/demo_capacity_analysis.ipynb new file mode 100644 index 0000000..2746dfb --- /dev/null +++ b/demo_capacity_analysis.ipynb @@ -0,0 +1,476 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Capacity analysis\n", + "\n", + "## Introduction\n", + "\n", + "Demo of the Capacity analysis." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "# %autoreload?" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "import datetime as dt\n", + "from openenergyid.capacity import CapacityInput, CapacityAnalysis\n", + "from openenergyid.capacity.models import CapacityOutput, PeakDetail\n", + "from openenergyid.models import TimeSeries\n", + "\n", + "\n", + "# Plotting\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.dates as mdates" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## read in the sample data" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2024-05-31 00:15:00+02:00 0.332\n", + "2024-05-31 00:30:00+02:00 0.292\n", + "2024-05-31 00:45:00+02:00 0.316\n", + "2024-05-31 01:00:00+02:00 0.316\n", + "2024-05-31 01:15:00+02:00 0.328\n", + " ... \n", + "2024-07-02 22:45:00+02:00 1.184\n", + "2024-07-02 23:00:00+02:00 1.112\n", + "2024-07-02 23:15:00+02:00 1.056\n", + "2024-07-02 23:30:00+02:00 0.772\n", + "2024-07-02 23:45:00+02:00 0.732\n", + "Length: 3167, dtype: float64" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "with open(\"data/capacity/power_sample.json\", \"r\") as f:\n", + " # with open('data/capacity/electricity_delivered_sample.json', 'r') as f:\n", + "\n", + " input_data = CapacityInput.model_validate_json(f.read())\n", + "\n", + "input_data.series.to_pandas(input_data.timezone)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Analysis\n", + "\n", + "First we make the analysis object\n", + "then run our functions find_peaks() and peaks_with_surroundings()\n", + "then export it to an output file\n", + "\n", + "we also show an example of visualization for the analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2024-05-31 19:15:00+02:00 2.320\n", + "2024-06-13 17:30:00+02:00 3.596\n", + "2024-07-02 11:00:00+02:00 2.852\n", + "dtype: float64" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "analysis = CapacityAnalysis(\n", + " data=input_data.series.to_pandas(timezone=input_data.timezone), threshold=0\n", + ")\n", + "peaks = analysis.find_peaks()\n", + "display(peaks)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Convert the index to a nicely formatted string representation\n", + "peaks.index = peaks.index.strftime(\"%Y-%m-%d %H:%M:%S\")\n", + "\n", + "# Plot the dataframe\n", + "bars = plt.bar(peaks.index, peaks)\n", + "plt.xlabel(\"Date and Time\")\n", + "plt.ylabel(\"Peak Value\")\n", + "plt.title(\"Peak Values\")\n", + "plt.xticks(rotation=45)\n", + "\n", + "# Adding the values to the top of the bars\n", + "for bar in bars:\n", + " yval = bar.get_height()\n", + " plt.text(bar.get_x() + bar.get_width() / 2, yval, round(yval, 2), ha=\"center\", va=\"bottom\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Peak moments\n" + ] + }, + { + "attachments": { + "Pasted image 20240628161500.png": { + "image/png": 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VKl2pXpOKQa2hocjyp9pQQkfNydMkohPuaxcaioT+8pgpYZ3qTN3I+k24J0OjDUUCUn/84x+rYFRCLa2yTNttt11Py9RJt8uaYb2yrsYyLJogUMKH2Z5ZH1kvrTIMXcJtGUqtFwlK5X6dtjsAAAAAAADASBIc6kMJN2SYslTLSKd7t1IZJR3kCR7BSHv00UerNpkKOx/5yEeqoa86ueeee6pwRYYw61TNJUN4pb1m2KeRMFj1nAzNlbBIgh/NUhEngZpUumony58Qzm233VYNy1ZLQGmwSjV5vsyTCjmDefDBB6tqYdtvv/2QyzQmGZvHybrttD5SHajbZepkJJZ1tC266KLVkIfZZu0Sw6lOle1z6aWXtg0WtZP5EprL/SZSNTcAAAAAAABg4hIc6kOpjrLVVluVu+++u9x0002NqQNL5Y+//OUv1f0SPIKRlnb1H//xH1WIpl1Vn2YJ5yywwAJVSKWTDFuV//da8WUk1cGlDO2XYFEnq6yySvU31YlGQ5bjnHPOqQIp7YbeGk96XdYcx7JuhzMs2lAl3JOAVLvgUJYnx8vrrruu6+pLqY6VoeC22WabOfJ6AAAAAAAAgP4jONSnVl111Wp4pAyh1Dw8Uifp/H7sscfKBhts0JjS2bRp08rZZ59dDj/88LLffvuVffbZp3z6058u3/3ud6vHyZBUrXKfb33rW+W3v/1tFRy44YYbyje+8Y3yqU99qrr/Zz/72fKLX/xi0LEA00F//PHHlwMPPLC6X+6fx8njDWbq1KmzLffBBx9czj333FkqM2XItsMOO6xccskljSmd/frXv65edy+VnXqR0MJXv/rVQcMxWa9Zv1nPtZFc50cffXS1jettndvDHapqIKk2lGBJKvl0kuDFiiuuWP7xj3+M2vpvlv0oz5PAUi2Bu4RBVltttcaU9nKfVNbpNTiU50vIaqBQUmS/y+X1r3/9oFWMBpLhwFJJ54477uh43Mj6zj7evB4iQ8ulbWQIsoEMZVmzrYfzuoYjlYc6hXzWW2+9arsmdNmNVHXLtsyxGQAAAAAAAGAsCA71qYQNXvayl1XDI915552Nqe0lnPDHP/6xqv6xzDLLNKa2l0BBgiyXX3552W677aoQyv77718+9rGPVZ3hJ510UvnhD384YBgl1UZ+9rOflRe/+MVVgCf333nnncuVV15Zjj322CqM0SrBlwR8EnxJuOH9739/db9PfOITZZNNNiknnnhi9biZr50MJ/TFL36xCs8ksJCAQ+7/hje8oZx//vnl5JNPnhmUSBAgr+Wyyy4bMJCSgNHVV19dXvSiF4376iFDWecJh5x11lnlf/7nf8rKK69cbePc70Mf+lC1jjK928BErxKYSoWiwcIiqQjzxBNPdBWOG64MWZXqNxm+qpb2kYDWYMNtZX9MG2m3ngdy6623lvnmm68st9xyjSmzy7Bfp512WrU/DjRfN1Kt7CUveUm1n7cLAOX1/v73v68qLNVVlHoxlGVtDsONpRxLMmReAlI55rSTYNtLX/rSaj9qHoaunRwvsr9k/oECcQAAAAAAAAAjSXCoj62++upV9ZCEgjoFaiIhgVRC2XzzzavgQCd33XVXFTLZbLPNykc/+tFq/uc973lVx3qe59WvfnUVKsnj/epXv2r7nH/961+r8M4HP/jBKqBQ33/TTTcte+65Z1W9JSGfVulw/8Mf/lDe/e53l7e+9a1VkCX3S9DpFa94Rfnwhz9chXiyjO1kWd71rneVvfbaq7zwhS+s7ls/b4bPyvBBqYISWQdbbLFFFRoYqKrO9ddfX/1dd911q7/j1VDXeaYlVPW+972vCltlG+d+Wfe77rpr+Zd/+ZdyxhlnDBqY6FWCInVwaDAJnySMMljVpOFK+0n7yzKtueaajakzAk4JLQ1WESjBk9w3Q7B165FHHqmq+GQ7dVoXee7f/OY31XpIgG0kJBS0ww47lFNPPbUK62Xd5vVnXzjuuOOqyl1vetObZgt1vfKVryyHHnpo2XjjjRtTZjXUZc06vuqqq6pqV7kk+JYQ4C9/+cvqf6Mlx8QMQ5dA5UABtsmTJ1fHjMEqLdXHi8wPAAAAAAAAMFYmTZs2rXNiZALrVAGi32VYqnRQJ+yRaiwJ3GQ4rT322KNthY905qdaT6qhvOUtb6k6yFsfo3m+VHfZbbfdBqywkxBOqg5lvnoIp4RBvve971UVW7IsnYZ2SuWfDIX0nve8Z+ZzpFJHhgNL6GWbbbapprVzzTXXlBNOOKGqZvKqV72qMXVweW25X4bGSmAiUlklIamEKF73utdV05oN9v+h+MEPflD9fec731n9jQQjjjnmmPLmN795wOGw2m2z4azzhIGOOuqoKgyy5ZZbVtNapXpO5kmwJSGiocgQbD/96U/L7rvvXoWSol7uBLIG246p9JLh1hJYq+8/0urQUC4Jn73gBS9o/GfG8n//+9+vpg82XFm77dtJ1u2PfvSjal1ku3SqUJOhr1IV6r3vfe8s1cLatYde5f6pIJagUG2dddYp73jHO6rhu3o11GVtDQc99dRTVRjuvPPOq9bP2972tp7DOHnMb37zm+WNb3xjFQxqlWNOjglZnnbHu9ZtmdeQ4GL2s3brpt5XElqs23Qv7QEAAACYO+WHUanO3M7SSy9d/YAqPwIcTCqn51xGfuxZD5GeH9t9+ctfrs77Ncv5z1Rhbyc/ojriiCPaVs1uXp6ckznyyCOrH3E2P2ero48+utx8881dvw5maG0X+TFsfsTbjXrbbL/99rPdJ9uj9Qekqa7+kY98pO15uW7bQ9TLPFD7SjvNef5eXg+zb4f86DnnIbtV3z8/ym5e7+2OPwMdd+q2ddNNNzWmzKp5u9bbeqBlrZcrbbVTm2F2rcf2XttDtk3O07fu953294H213bHlFrzsaBe5hisfUWnYxKzG257iGzH9Ak2r/ehtId6v2+n+b1Ge2BuMtqFLUaaikN9br311qs6si+55JLGlFmlAsrtt99ehXIGqqqRN43Ml+HPBgoNxaqrrlp9wKwr+DRLtZaBhjjKm0cqfTS/GSVUEBmSbCAJbgw21Fo7ed2potMcUMhr3GCDDapKJwkRtKqrNCU0M94NZZ0n/JUqKgMFMhJmyWPny3/CV3OjvK5UVUpoKMG65tDQaEl7S2WffDBKSKdTaCj7Y77c5YvVUNp9J3nNqTaU0NDLX/7y8slPfrIaoi6VuTJ8XYYqbLdvD2Q4y5pAWPMl989yZZjCtM8Ez+69997G3L157LHHqv0+l3xYTfjnxz/+cTn88MOrIeLe/va3D3q8i1RhS8AqgaZ28iE7z5X5AAAAAGrpVE0nW/Ml52JyPmjrrbfuKmyTcxo5P9Iq53Pzg7g8XvPjd9NBn47B5vvkkvOA6ejL89XSkZfAUvO0WjoQO3Uo01ndqV9vt3pbZHo38iPHdsGOnGtMm0hnfvN23XfffQftkO22PaTdpoJ9u2Xt1E4ZWNZbfpCY86pZ71nnOR+fjv5uZLtnvbd2/kcqzCdk0LxdU+l9sONO631yaddO0x7SFnNeuNVAy0VnaQ9pA9n/6nUf3baHnKfOMbudHB+yzfL49WPnMljIL/1LCZg03yfHrxzHWrd9jjVpz9n+rTJ/p1Aa7Q23PUSn9+qhtofcp/VzR9pHJAjUvO21Bxh7gkN9LgfpHMjTId4agMkXx4suuqissMIKVdhnIPUQSwnYDCYH+xVXXLEK17QGSnL/gQJK+V/CCVm22m233VY93uKLL96Y0l46+gcbMirLkyHIUv0k4Yhvf/vb5fOf/3w5++yzG3M8J6GEzJ/X0Spvpqk2lHU33g1lnSc4tNJKKw26zrNdEphIBaY5ZZ555hlwiL2hyv6SDy3XXntt+cAHPlCF8IZroO0QCeR8/etfr9ZrqjB1GqIsX6jyoTtBlJEMr6UNJCiV5cjwf3XQJ4GdVMvJ0HYJGaaiWMJA3RitZU2gJ0Popfpcp2DkYH72s5+Vgw8+uLoccsghVVW1fNjOUHx5rYMdT2pZR+uvv37505/+NNu+kNsXXnhh1X5GMuAFAAAAzH3qzvScz8t5mW5k/taqQpFOv5wzW2qppRpThicV0SOhhVp+PJplbp4WmXbBBReUDTfcsDGFbmS9pbM0P2itqzjl3H6CGjnvNJCc0/rUpz7VMayVx06b6Ob8fjfatYf0RaRNtFvWBIry3JmH7mW9RX5IGQn1ZN1nvWebD6ZT53vdHtIHMBI6tdP8oDkjReT5mmVapL3Qvbo91Ptf1O1hsHBhztF/6Utf6hjWSgW5vF8MFiTsRo5feQ9r3fbZ3nm/SmitWdpy5k0Iie4Npz1E1nunQOdItoc8RparddtrDzD2BIeoKvUkEJCwTLP777+/Cgh0U0UowZJULlpggQUaUwaWwEMqbLR2oifk0at8kMkH4uGEQ1IqLENaHXTQQdUQRakgkyGP8mE2AY1XvOIVjTmfk07+tddeu/qy1RyASqAkyezcd7AgyHgwlHWe13vFFVdUvzjZZ599Ol5+8pOfVNVaRrIUW7ZzljltbjAZhi1trdt22Y3sKwkLJQWdL04f/OAHOwY+6nXbHLpqJx+Os54yHF472U9OP/30KpCz8847l5122qnjPpltk9BbZFi+kQxN5QNavtxlCK92rzmvN8PXZb1kHxrsdY/mska2fT483nnnnUMKr6U8b6oL1ZdDDz20+nVMTmr1st/kdSVQlYDlDTfc0Jg6Q4KHmZ7/j/TrBwAAAOYu6ShLZ1062Jo761I9oF0FgXQMpoMwlbJb5XFShaCbqkW9yOPW0qmY52gNC9SdgCMVSmBWCQAcdthhMzvk08maqhDZHh/72MfahnMSEkmbyvYaSc3tIV70ohfNFmrJcuZ8en6YyMhrbQ+1rPMEC3J8aG0TmTf9LgmpjaS0s+blyDZvFwzIMSNthd5kPbYe17NfZ9+v98Vs91R8yd9a2kiGpcu57/RrtZPHzvYaiaBIrbU95D0hYZEUOmiWY0ZeQy50r5v2kGNxQqXtgkQJDeX+7drEaLSHtIW0iZr2AGNPcIiqcz3VPv7yl7/MkibOwTgVNTqNQd0qFX2GEkIZCcMJhuQ1H3vssVWloYy5nQpD+bvLLruUF7/4xdUvHVK1pFU6+ZOUTyih+c0sQ6dlebpdbxNVqsNkiKrBLhlfdLDKRL3ItsjjZXsNFkxJiCttuJvhpLqRoEsq7iTAs+OOO1aXgR67ft3N7aOdhNQSpGt3oiav4ZhjjplZ5WejjTbqGDDJ+vjd735X/va3v7X9wjdc+UCW15Rh/zrJ+sgXynzwTLWpTkZ7WWs5vj3xxBOzhPvmhFQfW2eddWYJGmYd5PZEqU4GAAAAzDnpUGutNlPbY489qkuzulJAhjRr7VzLYyWElPMS6SiuL+k8Hqqc/8p51taKNe2CIjnvnNcwkh2O/SDrK1U6sv7qTv909mY7NocsMtxc8xBjOeeYIaYGGnYsj5nzefvtt9/M9tAubNKtTu2hrhCRNlGrQyMjVe2on9SVhurKIvV+3xwWaG0Pke2a+bI92oXFsn3SHlKBpm4PCRc078e9qAMBORY1L0e2eWswIM+ReVUTGVn1fpZjb7Zr8/tIPSxmp2Gmsk3SJupwUX3ppmpNJ1me1vaQ6wmjtFYiEiQbeXV7qN8fWrd9tm32y3bVDUejPdR9aM2fV7QHGHuCQ1QSHHr00UdnfkBLWOHiiy8uL33pS7vq0E9gKBVTuv0iMdKBjnvvvbdxrXd5namI87a3va1jxZcsbzv5YJvXUa+3VDXJm1aqOI1kECKPmy9a7R4z4YPBAjTdVOfpVZ4zQ1QNdknQZKQDZVnvqYjVHHRrlW2acFHmHYnKTwl75INQKnO9//3vLxtvvPGgFWLywSZffAYbtisftBJuWX755RtTZsj0hNoWW2yxsvfeew86lFVecwJG2R/y4b9dFahczjzzzHLrrbeWAw44oLr9rW99q6t9N+s7++xg2zPbfbCwzmgv63iTNpiqQnktCUtFPpwnaJiqbhOhOhkAAAAw56TjLEMKddtZliBBOuDadfrl3ErdMZ+q2ukwTgWKBJOGEh7K4yWEkHOXrSGE+nYdFMm8Cb2MdCWTfpHO3fzoNdstHbUnnHBCte06dfh3K+epsv3yWGkPefw48sgjez4XN1B7SCd1pjVXocq5dUGyocn6/OxnP1sdH9IeEvxKWLA1SNgq8+cY0DyEUbO6GkkeM+0hl2y3VK7KOete1UOitR6/2gUDcqzIsasOPtG9VGjJ+mveRlmvdShjqHL/9A2k8kzdHuq2MZSwSB14bFexJu8NzVWo8lry/K3HEgY31PaQebLP5vNDa1A5Rro9ZPnynpG+vNZKhNoDjC3BISoJJKy//vrVB/aEVNKZHZMnT67+DibhiIRT6g+UA8mbToaQWnXVVUekszyVOu67776qYstA8rwJN7VKqCOBoQy11k69vO3ky08q71x11VXVfBl2KM8x0l98s01SvaU5bRsJruR/A73RJ7zRzXbpxQte8IKu1vloWX311aswV5ahk3yYyCXDyY2E7BsZoux973vfbB9eOkl1pLTzBEXSPjpJmCTtb7nllmtMmbHdTjnllGraW9/61rZVr1plnve85z1tKz81X/7lX/6lqnKTX5rkdu7TzeOnvae9DRZEy2tN1a2B9u/RXtZIuC0fJFN1qNv7jKa0hXz4zZeiLFuqvOXYk/YMAAAAMJCcm0rQJx2tg6mHIGod0qxWVxhorkKSzsF0El5wwQWzdDK2U3cS1pcEWSIBhtbO/jx+zmnWQZEEBNLh2O35NWaVIemOOuqoctBBB1XboQ4RDadaVCRo8vWvf31mJ3G2W9pPzitnmw2kl/YQzZ3ZuaRtCJINTTrps76z72Y7pC1kew1ULSrrPJ302b6dwjntKtDUIaO6ulEnrZXMckkIoVPALedL084SDMgyZ17VRIYm+1GOr9m+tVxPP8lw5LiQ40NzIC3bMsGRbK+B+j4SGEsbbW4P9TEj7axV3i/S71X/WL8OwQqS9W6o7SHbNNoFj2M47SHL01zJLJcEHhMEalcVT3uAsSU4RCUH3lTDSBAjH9rzYT2BmHS4dyOVUtL5feGFF1bBgoEkJJEPpyP1ZSDBkLzR5XEHcuWVVw76pbedPG6dZm0nryOhnny4zYfivGkOVhmmV9kuCcq0BgwS5EjwIB++OpkyZcrMCicjJW/iWZ46YDbW8mUiVW3qAEY7qQyUSj2Zd7hSjevcc8+tKnC1VgUazIYbblhVPurUPvNBKfvbuuuuW1Wvqt1www3VdnvlK1/ZdWWu7McJIDVXfGp3SYgmoZ5Ug8rt3Cf3HUyGKHvkkUcGDKIl8JQPcQn0pX12MtrLGtlvUtUoochu7zOash1TXejGG2+s2kO+xG+11VYjVnkNAAAAmDvlnGbO2barztAqHXbpGMwQRnUIpFs5j5ZzVYNVI6g7fpsv7Tr8ItOy3HnMLFvOg3XzOphdAmE579Yc+Mg27jbw1at0zub83mA/Su2lPUTOp+ecbtpE2nWeQ5Csd3XIJp31dSAn63ywwFeODzm/3y7EM5A8dtrEQH0l0VyFpL40h9JaZVnSBtIe8tg5BqkmMjRZxwnp5DhRhzKyv43WsG/Zb+tjeyfNle2aL53aX45t2f51kCztWJBsaIbSHgYLHg+km/aQfb2ubNd86VQlTXuAsSU4xEzp6M8B+IwzzqiCMBm+rFvp2E/AIRV3fvvb33YcoigH95///OdVZ/lIfRlImCHhjAwjleGr2skXkIsuuqgKH7RKNZNUHWp33wyj9Lvf/a4KHnSSD8srrrhiNd9tt91WfTBuDSkkdJIPx0Op0JN1mUBWQhOtIZgEDrKd/vrXv7Ydri0fsn/1q19VyziSsu3ywe7000/v+EUhVWkS1kpwaaTlw0Uq0eQXFana0iqhjJyESJvMvM3ypenggw8eMGzVKq8hQ28l3NOrtM9U7jr11FNna2P5gpwv9XnsBEqaJTiU9dxchWhOW2WVVapjRIYPa9eW83ouueSS6sPlWAy/lTbWKTiW5cuX4ATrcnwYL7L+EsjMcTYfvNdbb73GfwAAAADaS0dczvN18wO5nKvL+a+cK607CtMpl/vnV/7DrUwzFOmozA8/0+GXZctthqYObzTrNvA1XuScZ0YwSGe2INnwtfazDBT4qkOIzVWBclxI+8lxIhWtxlodDEhbSJtIe1ZNZOgSFklfVB3IqIObI9UfNxYSDEk7zXtG2mbaB0PTa3vIPpj/N1cFyvEi/WkJ/KTvZ6xpDzB2BIeYKZ38qTqUkESGouq1ak4COLvttlsVHEiCOKGOfBDN0F35kHryySeXb33rW1UIJ4GOkaoAkuXeYYcdqg+TGXP5D3/4QxXQqJ/3xz/+cTnppJPKjjvuWH0habXllltW9z3++OOrN57cL/dPWv973/tetawDVZnJ8ycslKBHgkkZjqhZPfRbUrzNFWU6yfwZEitVavJm+L//+7/V7Sx/awgm8kU74ZLvfOc7VTiqXudXXHFFtb7zwWCg4NNQZNu96lWvql7rN77xjSqclOWt110SyRnvOMGieeYZncPMRhttVK33tKs8T543rz1BnGOPPbaqDpR5WmWdphJRLx+UE0JJQCUhrrzGgS4J3TWHWdI+Xvva11aVc1JGOEGnzJf1lbZZp7dbvwxlnvnmm6967ubHb3cZKME9kup9LYGd//7v/56lvSU0eOKJJ5Zf/OIXZdttt50ttZ5g3ac//emqXY6UfIj9yle+UgXr6n0+6/X3v/99NT2BrAzzNp5OPGRZEpzMB+xNNtmk7T4NAAAA0CydeDmH0E1nWWsnYS7p+Mv90+mXoWFyXuJjH/tYdf62Wc6lptN+pDuYE2TI+cSEmbIcE6kDe7zJecB2AaGs16H+eDSPmaGtWkMjeZ6c5xzpoFcdfsp50XRGC5INT6cf9rYLGuYcdIYpbD4+5LiQ9pPjRF31I22hdbizuu2NRrWPHBNyrjdtQjWRoUsw9FOf+lR1zr6W/pCELYazn+W9Iu8ZraGRtL28L4100CvHhyxz3jMEyYZuKO2hHqaw+ZJ+uPT3JEyUzxjaA8y9BIeYRYIgSZwmQDSUYE/eNDIe5cYbb1x+85vflEMPPbSq7pJQS35Vsvvuu1cBmAQQRlI+2OaxX/e615U//vGP1YfaPO8xxxxTfRH5xCc+UVV+aSf3/Y//+I/qjS9Bjtzvq1/9ajXMUT4sp1rMYBKaSigpH2pbhx1KmCGhhm6rniSUkQ/Ihx9+ePUBPV/OshwJc7WT5X/ve99bXvGKV1Rhp0MOOaRa7wlPZF1vt912jTlHVoIw73jHO8rb3/726sNGgiT1usuH/HzA+K//+q9Rq5iTNvTGN76xvOlNb6rCKAkq5UtPfpnwrne9q3rdrW04wZ8EvFqHBetGtmMCcXmNA12OO+64Mn369Ma9ZsgHmfe///3VvpWKW5kvJ3AipSI7bdsE2Vofv93lvPPOa9xj9KVaTtpjSiDnebPOswwJRWX9fvjDH66qQY1UMHAgOd5kqMJzzjmn2v5ZjrTDyy+/vAprffCDHxyXHyJTZShhvgSHAAAAAAaTQE86zkbqx1E5p5JOw1RrrjsU0xGYTrmc8xnpH2Hl/Ew6E/M6VJcZunbbLR23J5xwQtl6662HfB4s2yPbPVUl6jBZHj/n+3LOPM870nIePSGUnFMXJBuadtst4Z5stxwvsq8NVR43+2v6G2KkHreTOsSQc8qqiQxd1mMCFulfiuzHOV5k+nD242zzBDbyWHWYLKGU9AOlrYy0HBPyfGmDgmRDpz0AvZr0z526/TgvE1xCDTBWEvD49a9/Xfbcc88qWNEsoZaEeJLWT8iHOScfjBIm22WXXUblCy8AAAAAjLT8uDAhi4985CNtQzd1pZi6WkirhAoSLskP2JrPieV+CR3U8mOxzTffvHFrdgmp5Id17373uwecLx2JqQyfkEG9TO2WIR2NqR6eH6KqINC9rLeEvGqpEJ4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rtl1llVWqAFe7/dvNN99cvc8E9/J6I20jAAAAoHflWMHRRx9dHZvL8cdu5UdrJ510Utlvv/3KaqutVk3Lcakvf/nL5f77769u117/+teX173udY1bM8pxiK9//evVMZVWOSaYH4nlh1/1cuZYbPNrtsrxwFRSrh/H4IbTbs3qttluu+2qH942S3vkB2rNcnwwPwZtd+6g2/4QOdZ+5plnDric6ac5Tp7jz63LRmdDbbdWdTvmXEjzeq/brFlruzar+1bOkbTT3K51W+d8SKd9Wb1c6avd9G2maW2HgdqsnbRNzsm19p9O2/tA22u7vllr3hfU+7UYrH9Ft32bkfeHSDumeEPzeh9Of6i3+3aa91n6A7OTnIucSFQcomupOjJQhYwEZeacc87qA2Q0zTvvvNXrdgoFJZSUE/7t/kFplco+qQ40WFWShDCGU2UllXRSNSbVTGqLLrpoVVknQ6m1q8ZUV7rJa/a69ddfv21oKPK+E1y4++67Z9gR/vnPf67WecIPneQ5E57p9E9FtxIi+cMf/lAFY3bYYYeyySabNO4ZWIZJS+Ci2/lHQwIkCStlKLsESAYaMmw0dLtuUsGm/odw66237rjdDUcCUM2XbC9bbbVVNXRdAkMJtt1zzz2NubuTgNUll1xSBWuaQ0ODSSAoXziblyfbaUJG+Wc1VcISXMx6G6o8JkO8pU/lkv1TvhQnQJcvs3md/GM02LrNl91Uoso2lOdoldfJP17ZtlZcccXGVAAAAGB2lZO5Qz1+lhNwOebSKsdwc2zhwAMPrE7k1ZduTtDnxGDzY3LJ8Y6c6Mvr1XJsI4Gl5mm1HCvpdEKZzkbSbpEfvLXrQzkJm+fOMavm500V8MFOyHbbH3LsLpX+0/atOvVTBjaSdos8Puu93bmVHL9OsKf5eVM9frDAQetjcqn7SHPbpz+kLyag1Gqg5aKz5jBFQh1Z5+22xU4SBsk+u530s7RZnqu5bQcL+eVcXL0s9SX7r3yetbZ9+mzOmeR9tBrO51+/G2l/iE6f1cPtD3lM6+dXli2yrM1trz/A+BMcomv1SfbxlqGaOoVVIsMTZfis0047re0HSC2hnSlTppRVV111hiGh2slrDjZPvrQm9JNh1FLxIx+QRxxxRBUUaJUPy1TVaQ1FZJmuuuqqKpCTgFGvW3nllRvX2ktwLEM81WGLBIgyLNNg6zyhmQTP8mWlfuxQ5bVS8SrVZ1L1KoGLbkIveb2ET7KMCaGNtbxeAjzf/va3q6GoUmVnNCqkDRQ8Gsq6ufrqq6svXG9605uqL3HjIX0jwZ+sh8svv7wxdXAJ0/zyl78s22+/fdV+oyVfnl/1qldVQcN2gZ3BZH0ff/zx5dBDD60uX/rSl8rpp59e3Zd/klPJaLD9Sy2ViRKeTBWkVvnnPfug9KOxDp4BAAAAs1ZO6OZE2VDl5HtrdZrISb8cHxrouOtQpJp2pIJQLZUNcry2eVpk2u9///sBf6RKe8Nttxx3PeiggzqGtdImee4VVlihMWVk2vWHHGtMn8gPbFslUJTXHq/jkbOLkbZbp5Pv9fMuv/zyjSkjk/MjCRS1tn1+DPmXv/yler1mmRbpL3Qv6y3tts8++0wPjrXbFttJiCfHsTuFtVJBLvudbgJpg0kVulSSam37tHc+r3Lcu1n2X5l3sIIAzGgk/SGy3jsFOkezP+Q5slytba8/wPgTHKJrOdGdYMh4S6AmJ847SdWSDLWWD5BDDjmk/OxnP2sb3kkllQSMRvplM1+kjzrqqPJf//Vf1Ydm/mlPtZwMDfSBD3ygbQAoQ7clGJMgQrMEibLc41npZiSGGk5ISCZBovwDsv/++w94SQArw7Y1VyvqVgJhSSUniPWxj31swOpGrRIMSfgiQ1ONdfgiX4J/8IMflAsuuKAaVmubbbbpuE3V0wcLUmV95YtSKhe1M5R1c8stt1T/ILz2ta/t+HxjJdtNvuhledtV5mqVf2B+/OMfV1WuXvSiFzWmjp5UAMu6T+BvqPJF9yMf+Ug58sgjp1+yb8pwYgk4dRNoqy2yyCJVMChhs2wfzbI/yX7FF2QAAACYveWYUo5DpnJzu+MAGUYkl1apFJCTg/kRU6uc9MuPp4YyXEk38ry1nFTMa7SGBeqTgKMVSugn3bRbju/lB671CfkcO8yPXtMeOT7YLpyTk8s5ppXnHk3N/SFyHC99MstUy3LmGHuOzzI03bRba3+oZZ0nsJX9Q2ufyLw5/pofPI+mLG/zcqTN2wUDss8Yi2O+s7ust9b9Q66nUlRdCSbtnoov+VtLH8koBPnRawJe7aSN0l6jERSptfaHfCbk/F3rj2izz8j+Kxe6101/yL44odJ2leDyvSOPb9cnxqI/pC+kT9T0Bxh/gkPMFhIe+vCHP1z22muvctddd1UffBmSqfXLcHRb6aOdVAdKOdeXv/zl5bDDDiuf/exnqzBA0tHrrrtuVZGpXRAkr5kP4gRUmocxy4n/fPiNR6WbWenVr351Ofjggwe97LnnnkOqvlNX70m5woQrMg5zqkUNRcIyabM11lijMWVs5ItUSi0mvJYxVwcLNyUwkvfXLgTXrO5Pre97qOsmAaoEcV72spfNsiBbwkNZPwn5DST3//znP6+u77zzzmMS+Mq6Sr/oJsQ01jbaaKOqPethDSMhonxhzj/QI9mnAQAAAL0vP8rLybQtt9yyMWVGGXY9l2Y5GZiTfnlM68m1HDPNr/VTfSYniutLTh4PV5YvQYPWyiftgiI5ppGKE6N5wrEfdNtuGbaseaiq+kTxQMNXpU0S8vn0pz89/XnbhU261ak/1MG39IlaHRoZrWpH/aSbdmvtD5H7s39Ie7QLHaV98rypQFM/b8IFzdvxUOT10ieyL2pejrR5azAgr5F5/VhyaOp1nPNN2Sd0arfse9Ou+VtLHxlomKk8Pn2iDhfVl3Zhk25lu2/tD7meMEr2c819WJBs6LrtD61BolraNttlzn22Gov+kGWN5u8r+gOMP8EhxkWqzgwkJ8VzGYmc5M+X3FT92W+//cptt91Wvve9781UWrF1uLBu5UR9/knfcccdOw4NlBBHp6BBvohlWRJUiTxfPvCS1h3N4MPTTz9dLUe7X44Mtp5Hox3aSYWVhKoGuyy00EJdV2PJcqZK0bnnnlsN9zVQ9Z5OEkBJG6RqTV5/rGS4tvTFlF9O0KybcFO+sKVf3H333Y0p7eUXGZHwXG046yb/CGbbOOecc6p/JNtVhcqwW/lSeNJJJ02flmHextujjz5aVf7Kl9PPfe5zMyxj8+XPf/5zdalvZ0jBiShfljfccMOqhHe9P0uIMYGhBBYBAACA2VeOxeSYQIbxaA0ADSSVRDJ/u5N+9QnFnJhPpeqcME4Fihz7HE54KM+XEEKOR7aGEOrbdVAk86bSxWhXMukHo91uzXISP+2X58vz5vkjP4RsPmHbjYH6Q455ZlpO/NYEyYZvuO2WY+LpS/WwRa3qSlEJA+R5c0m7pXJVc+igW+mjOZ7berK/XTAg+4rsu9JX6F69f0iYI0aj3Wp53hyXzrms+nnrvjGcsEgekwBku4o1+WxorkKV5c7rt+5LGNhI+kMem2023x+aA2a10e4PWZZ8ZiRImKBTM/0BxpfgEGOuDj8MFEjJ/cMZoqqTfLi8613vqqqo3HjjjdW0VLLJl82EOAaraJIqL61frPOBlGooGZaskwQvmisKNUuwI1VtcsI/6yLVQzIEW7sP3pHIcufSeiAhwZGs44Eq2OTDPutstORLX9ZXN+t8qPKPRsIxb3/728s666zTmDo0jzzySLVsGZZqKMNHDcXUqVOr6ldJbGcIsG5DYglRZd2lnwy07Vx//fXVF6pUKKoNZ91kvnZVoJovCeQlYPWmN71p+rThrvtWeY/ZxlJ1aLCqU3mvqdrUvGztLvnHI5f69m677dZ4hsGl3dIn2g09OCukClT6aw6sZTtNtbJNN9206icAAADA7Csn03KCrFMliHbqIYgSCmgXxqgrDDRXIckxypwkTEhpoBOKUZ8krC85ZhSf//znZzrZn+fPcco6KJKAQI5ttJ4cZHAjbbeBpGLVUUcdNf1YdZ4//ScBkrTZQIbSHyJtn3BIljeX9A1BsuEZTrtlnWe/kvnatU+0q0BTh4yybxlIa0WsXBJCSLip3X4sx7azvAkG1IEF1USGL2GOtF+t23YbSPpX+llzZbu0ZV4r7dV6Lq1ZzlVkn9DcH+p9RvNy1vJ5kePydRWqOgTbqa8ysOH0h7RptAsex0j6Qz7/myuZ5ZKKafme064qnv4A40twiDG38sorlzvvvLM6Ed9OKvSkKshoS7ggHyAZuizy4bL22muXW2+9dfq0dhJgyJfbgT7c2sn7uPzyyxu3ZpbXzwfnlClTqvWRf4g23njjtpWBRqL+NUDr8Gf5IE1Q6fbbb29MmVmqNA20boYjFVGyzvO+R0vW9QUXXFCFVkaSLE47JNC00korNaaMvgTFEjjL8HZDqYiUgFGqzOSLdZ2mbnXvvfdWwaHMVweShrtuUr2mufpTu0u2qfTjVEyqp43WMFl5LzfccEPVX/IaA8l6zLI0L1u7S5at+X11u61lH5BkfEI5yyyzTGPqrJUDKtl/Zd900003VX0qQ5gBAAAAs68cn0jAoj7R140c00woYKuttpoeJuhWTuDnpF5+zT+Q+sRv86XdCb/ItPywK8+ZZcsx0XZVJhi+btttqHJsPcfT6uPNnQylP0RCQjn+luVN/85rCJKNnsHabThhxEh75rk7Hauu5RxIa39oDje1yrJkedMf8tzpyyM55t/vWrelbtttOPJa9b69k+YKac2XTv0v57HS/nWQLAE4QbLhG2p/GCx4PJBu+kO29bpCWvOldbjVmv4A40twiDGXAENOcrdLuOcfhN/+9rfV0EODVRnpJI/N87RK+bpUz0lwqZaholLF5ec//3n1BbRVHRhIWKP1QzEfUAkhJKjR+noZii1hjTxmoAolee28z1//+td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+ } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Sliding frame analysis\n", + "![Pasted image 20240628161500.png]()" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[Timestamp('2024-06-13 17:30:00+0200', tz='Europe/Brussels'),\n", + " 3.596,\n", + " 2024-06-13 16:30:00+02:00 2.104\n", + " 2024-06-13 16:45:00+02:00 0.900\n", + " 2024-06-13 17:00:00+02:00 2.628\n", + " 2024-06-13 17:15:00+02:00 1.352\n", + " 2024-06-13 17:30:00+02:00 3.596\n", + " 2024-06-13 17:45:00+02:00 3.316\n", + " 2024-06-13 18:00:00+02:00 2.216\n", + " 2024-06-13 18:15:00+02:00 1.412\n", + " 2024-06-13 18:30:00+02:00 0.768\n", + " 2024-06-13 18:45:00+02:00 0.544\n", + " dtype: float64],\n", + " [Timestamp('2024-06-13 17:45:00+0200', tz='Europe/Brussels'),\n", + " 3.316,\n", + " 2024-06-13 16:45:00+02:00 0.900\n", + " 2024-06-13 17:00:00+02:00 2.628\n", + " 2024-06-13 17:15:00+02:00 1.352\n", + " 2024-06-13 17:30:00+02:00 3.596\n", + " 2024-06-13 17:45:00+02:00 3.316\n", + " 2024-06-13 18:00:00+02:00 2.216\n", + " 2024-06-13 18:15:00+02:00 1.412\n", + " 2024-06-13 18:30:00+02:00 0.768\n", + " 2024-06-13 18:45:00+02:00 0.544\n", + " 2024-06-13 19:00:00+02:00 0.564\n", + " dtype: float64],\n", + " [Timestamp('2024-06-24 18:00:00+0200', tz='Europe/Brussels'),\n", + " 3.048,\n", + " 2024-06-24 17:00:00+02:00 0.628\n", + " 2024-06-24 17:15:00+02:00 0.724\n", + " 2024-06-24 17:30:00+02:00 2.492\n", + " 2024-06-24 17:45:00+02:00 1.720\n", + " 2024-06-24 18:00:00+02:00 3.048\n", + " 2024-06-24 18:15:00+02:00 1.208\n", + " 2024-06-24 18:30:00+02:00 0.584\n", + " 2024-06-24 18:45:00+02:00 0.416\n", + " 2024-06-24 19:00:00+02:00 0.472\n", + " 2024-06-24 19:15:00+02:00 0.560\n", + " dtype: float64],\n", + " [Timestamp('2024-06-06 00:15:00+0200', tz='Europe/Brussels'),\n", + " 2.888,\n", + " 2024-06-05 23:15:00+02:00 1.324\n", + " 2024-06-05 23:30:00+02:00 1.384\n", + " 2024-06-05 23:45:00+02:00 1.348\n", + " 2024-06-06 00:00:00+02:00 1.696\n", + " 2024-06-06 00:15:00+02:00 2.888\n", + " 2024-06-06 00:30:00+02:00 2.548\n", + " 2024-06-06 00:45:00+02:00 1.536\n", + " 2024-06-06 01:00:00+02:00 0.512\n", + " 2024-06-06 01:15:00+02:00 0.328\n", + " 2024-06-06 01:30:00+02:00 0.320\n", + " dtype: float64],\n", + " [Timestamp('2024-07-02 11:00:00+0200', tz='Europe/Brussels'),\n", + " 2.852,\n", + " 2024-07-02 10:00:00+02:00 0.508\n", + " 2024-07-02 10:15:00+02:00 0.700\n", + " 2024-07-02 10:30:00+02:00 0.564\n", + " 2024-07-02 10:45:00+02:00 0.824\n", + " 2024-07-02 11:00:00+02:00 2.852\n", + " 2024-07-02 11:15:00+02:00 2.560\n", + " 2024-07-02 11:30:00+02:00 2.216\n", + " 2024-07-02 11:45:00+02:00 1.392\n", + " 2024-07-02 12:00:00+02:00 0.604\n", + " 2024-07-02 12:15:00+02:00 0.672\n", + " dtype: float64],\n", + " [Timestamp('2024-06-13 17:00:00+0200', tz='Europe/Brussels'),\n", + " 2.628,\n", + " 2024-06-13 16:00:00+02:00 0.728\n", + " 2024-06-13 16:15:00+02:00 1.468\n", + " 2024-06-13 16:30:00+02:00 2.104\n", + " 2024-06-13 16:45:00+02:00 0.900\n", + " 2024-06-13 17:00:00+02:00 2.628\n", + " 2024-06-13 17:15:00+02:00 1.352\n", + " 2024-06-13 17:30:00+02:00 3.596\n", + " 2024-06-13 17:45:00+02:00 3.316\n", + " 2024-06-13 18:00:00+02:00 2.216\n", + " 2024-06-13 18:15:00+02:00 1.412\n", + " dtype: float64],\n", + " [Timestamp('2024-06-27 23:00:00+0200', tz='Europe/Brussels'),\n", + " 2.612,\n", + " 2024-06-27 22:00:00+02:00 0.740\n", + " 2024-06-27 22:15:00+02:00 0.724\n", + " 2024-06-27 22:30:00+02:00 0.744\n", + " 2024-06-27 22:45:00+02:00 0.932\n", + " 2024-06-27 23:00:00+02:00 2.612\n", + " 2024-06-27 23:15:00+02:00 2.196\n", + " 2024-06-27 23:30:00+02:00 2.076\n", + " 2024-06-27 23:45:00+02:00 1.252\n", + " 2024-06-28 00:00:00+02:00 1.172\n", + " 2024-06-28 00:15:00+02:00 1.052\n", + " dtype: float64],\n", + " [Timestamp('2024-06-02 19:15:00+0200', tz='Europe/Brussels'),\n", + " 2.584,\n", + " 2024-06-02 18:15:00+02:00 0.872\n", + " 2024-06-02 18:30:00+02:00 0.888\n", + " 2024-06-02 18:45:00+02:00 0.896\n", + " 2024-06-02 19:00:00+02:00 0.944\n", + " 2024-06-02 19:15:00+02:00 2.584\n", + " 2024-06-02 19:30:00+02:00 1.812\n", + " 2024-06-02 19:45:00+02:00 1.632\n", + " 2024-06-02 20:00:00+02:00 1.432\n", + " 2024-06-02 20:15:00+02:00 0.664\n", + " 2024-06-02 20:30:00+02:00 0.824\n", + " dtype: float64],\n", + " [Timestamp('2024-07-02 11:15:00+0200', tz='Europe/Brussels'),\n", + " 2.56,\n", + " 2024-07-02 10:15:00+02:00 0.700\n", + " 2024-07-02 10:30:00+02:00 0.564\n", + " 2024-07-02 10:45:00+02:00 0.824\n", + " 2024-07-02 11:00:00+02:00 2.852\n", + " 2024-07-02 11:15:00+02:00 2.560\n", + " 2024-07-02 11:30:00+02:00 2.216\n", + " 2024-07-02 11:45:00+02:00 1.392\n", + " 2024-07-02 12:00:00+02:00 0.604\n", + " 2024-07-02 12:15:00+02:00 0.672\n", + " 2024-07-02 12:30:00+02:00 0.620\n", + " dtype: float64],\n", + " [Timestamp('2024-06-06 00:30:00+0200', tz='Europe/Brussels'),\n", + " 2.548,\n", + " 2024-06-05 23:30:00+02:00 1.384\n", + " 2024-06-05 23:45:00+02:00 1.348\n", + " 2024-06-06 00:00:00+02:00 1.696\n", + " 2024-06-06 00:15:00+02:00 2.888\n", + " 2024-06-06 00:30:00+02:00 2.548\n", + " 2024-06-06 00:45:00+02:00 1.536\n", + " 2024-06-06 01:00:00+02:00 0.512\n", + " 2024-06-06 01:15:00+02:00 0.328\n", + " 2024-06-06 01:30:00+02:00 0.320\n", + " 2024-06-06 01:45:00+02:00 0.296\n", + " dtype: float64]]" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data = analysis.find_peaks_with_surroundings()\n", + "display(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "# save output as our CapacityOutput object\n", + "output = CapacityOutput(\n", + " peaks=TimeSeries.from_pandas(analysis.find_peaks()),\n", + " peak_details=[\n", + " PeakDetail(\n", + " peak_time=peak_time,\n", + " peak_value=peak_value,\n", + " surrounding_data=TimeSeries.from_pandas(surrounding_data),\n", + " )\n", + " for peak_time, peak_value, surrounding_data in analysis.find_peaks_with_surroundings()\n", + " ],\n", + ")\n", + "\n", + "# save the CapacityOutput object to a file\n", + "with open(\"data/capacity/capacity_output.json\", \"w\") as f:\n", + " f.write(output.model_dump_json(indent=4))" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_peaks(data):\n", + " # Set up the plot style\n", + " plt.style.use(\"seaborn-v0_8-dark\")\n", + "\n", + " fig, axs = plt.subplots(4, 3, figsize=(20, 24))\n", + " # fig.suptitle('Power Consumption Peaks', fontsize=16)\n", + "\n", + " axs = axs.flatten()\n", + "\n", + " for i, (peak_time, peak_value, surrounding_data) in enumerate(data):\n", + " timestamps = surrounding_data.index\n", + " values = surrounding_data.values\n", + "\n", + " ax = axs[i]\n", + " ax.plot(timestamps, values, marker=\"o\", linestyle=\"-\", linewidth=2, markersize=6)\n", + " ax.plot(peak_time, peak_value, marker=\"*\", color=\"red\", markersize=15, label=\"Peak\")\n", + "\n", + " ax.set_title(f\"Peak: {peak_value:.2f} kW at {peak_time.strftime('%Y-%m-%d %H:%M')}\")\n", + " ax.set_ylabel(\"Power (kW)\")\n", + " ax.set_xlabel(\"Time\")\n", + "\n", + " # Set major locator for 15-minute intervals\n", + " ax.xaxis.set_major_locator(mdates.MinuteLocator(byminute=[0, 15, 30, 45]))\n", + " ax.xaxis.set_major_formatter(mdates.DateFormatter(\"%H:%M\"))\n", + "\n", + " # Set minor locator for every minute\n", + " ax.xaxis.set_minor_locator(mdates.MinuteLocator())\n", + "\n", + " # Customize grid\n", + " ax.grid(True, which=\"major\", linestyle=\"--\", alpha=0.5)\n", + " ax.grid(True, which=\"minor\", linestyle=\":\", alpha=0.2)\n", + "\n", + " # Rotate and align the tick labels\n", + " plt.setp(ax.xaxis.get_majorticklabels(), rotation=45, ha=\"right\")\n", + "\n", + " # Add legend\n", + " ax.legend()\n", + "\n", + " # Highlight the padding area\n", + " padding_minutes = 30 # Assuming 2 hours of padding (4 * 15 minutes on each side)\n", + " start_padding = peak_time - dt.timedelta(minutes=padding_minutes)\n", + " end_padding = peak_time + dt.timedelta(minutes=padding_minutes)\n", + " ax.axvspan(start_padding, end_padding, color=\"yellow\", alpha=0.2)\n", + "\n", + " # Add text to indicate padding\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " \"Padding\",\n", + " transform=ax.transAxes,\n", + " verticalalignment=\"top\",\n", + " fontsize=8,\n", + " alpha=0.7,\n", + " )\n", + "\n", + " for j in range(i + 1, len(axs)):\n", + " fig.delaxes(axs[j])\n", + "\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "\n", + "# Assume the data is stored in a variable called 'data'\n", + "\n", + "\n", + "# Call the function to create the plots\n", + "plot_peaks(data)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/demo_dyntar_analysis.ipynb b/demo_dyntar_analysis.ipynb index 1e1c507..46a2385 100644 --- a/demo_dyntar_analysis.ipynb +++ b/demo_dyntar_analysis.ipynb @@ -24,13 +24,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "\n", - "from openenergyid.dyntar import DynamicTariffAnalysisInput, DynamicTariffAnalysisOutput, calculate_dyntar_columns\n", + "from openenergyid.dyntar import (\n", + " DynamicTariffAnalysisInput,\n", + " DynamicTariffAnalysisOutput,\n", + " calculate_dyntar_columns,\n", + ")\n", "\n", "import seaborn as sns\n", "from matplotlib.colors import TwoSlopeNorm\n", @@ -56,11 +60,193 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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electricity_deliveredelectricity_exportedprice_electricity_deliveredprice_electricity_exportedRLPSPP
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0.004102 \n", + "2023-12-31 23:15:00+00:00 0.004102 \n", + "2023-12-31 23:30:00+00:00 0.004102 \n", + "2023-12-31 23:45:00+00:00 0.004102 \n", + "2024-01-01 00:00:00+00:00 0.004010 \n", + "... ... \n", + "2024-04-18 20:00:00+00:00 0.095627 \n", + "2024-04-18 20:15:00+00:00 0.095627 \n", + "2024-04-18 20:30:00+00:00 0.095627 \n", + "2024-04-18 20:45:00+00:00 0.095627 \n", + "2024-04-18 21:00:00+00:00 0.083856 \n", + "\n", + " price_electricity_exported RLP SPP \\\n", + "2023-12-31 23:00:00+00:00 -0.003915 0.000041 0.0 \n", + "2023-12-31 23:15:00+00:00 -0.003915 0.000041 0.0 \n", + "2023-12-31 23:30:00+00:00 -0.003915 0.000040 0.0 \n", + "2023-12-31 23:45:00+00:00 -0.003915 0.000039 0.0 \n", + "2024-01-01 00:00:00+00:00 -0.003992 0.000038 0.0 \n", + "... ... ... ... \n", + "2024-04-18 20:00:00+00:00 0.072355 0.000032 0.0 \n", + "2024-04-18 20:15:00+00:00 0.072355 0.000032 0.0 \n", + "2024-04-18 20:30:00+00:00 0.072355 0.000032 0.0 \n", + "2024-04-18 20:45:00+00:00 0.072355 0.000031 0.0 \n", + "2024-04-18 21:00:00+00:00 0.062547 0.000031 0.0 \n", + "\n", + " electricity_delivered_smr2 \\\n", + "2023-12-31 23:00:00+00:00 0.025193 \n", + "2023-12-31 23:15:00+00:00 0.024818 \n", + "2023-12-31 23:30:00+00:00 0.024259 \n", + "2023-12-31 23:45:00+00:00 0.023730 \n", + "2024-01-01 00:00:00+00:00 0.133335 \n", + "... ... \n", + "2024-04-18 20:00:00+00:00 0.039762 \n", + "2024-04-18 20:15:00+00:00 0.040024 \n", + "2024-04-18 20:30:00+00:00 0.039903 \n", + "2024-04-18 20:45:00+00:00 0.038904 \n", + "2024-04-18 21:00:00+00:00 0.038487 \n", + "\n", + " electricity_exported_smr2 \\\n", + "2023-12-31 23:00:00+00:00 NaN \n", + "2023-12-31 23:15:00+00:00 NaN \n", + "2023-12-31 23:30:00+00:00 NaN \n", + "2023-12-31 23:45:00+00:00 NaN \n", + "2024-01-01 00:00:00+00:00 0.0 \n", + "... ... \n", + "2024-04-18 20:00:00+00:00 0.0 \n", + "2024-04-18 20:15:00+00:00 0.0 \n", + "2024-04-18 20:30:00+00:00 0.0 \n", + "2024-04-18 20:45:00+00:00 0.0 \n", + "2024-04-18 21:00:00+00:00 0.0 \n", + "\n", + " cost_electricity_delivered_smr2 \\\n", + "2023-12-31 23:00:00+00:00 0.000103 \n", + "2023-12-31 23:15:00+00:00 0.000102 \n", + "2023-12-31 23:30:00+00:00 0.000100 \n", + "2023-12-31 23:45:00+00:00 0.000097 \n", + "2024-01-01 00:00:00+00:00 0.000535 \n", + "... ... \n", + "2024-04-18 20:00:00+00:00 0.003802 \n", + "2024-04-18 20:15:00+00:00 0.003827 \n", + "2024-04-18 20:30:00+00:00 0.003816 \n", + "2024-04-18 20:45:00+00:00 0.003720 \n", + "2024-04-18 21:00:00+00:00 0.003227 \n", + "\n", + " cost_electricity_exported_smr2 \\\n", + "2023-12-31 23:00:00+00:00 NaN \n", + "2023-12-31 23:15:00+00:00 NaN \n", + "2023-12-31 23:30:00+00:00 NaN \n", + "2023-12-31 23:45:00+00:00 NaN \n", + "2024-01-01 00:00:00+00:00 -0.0 \n", + "... ... \n", + "2024-04-18 20:00:00+00:00 0.0 \n", + "2024-04-18 20:15:00+00:00 0.0 \n", + "2024-04-18 20:30:00+00:00 0.0 \n", + "2024-04-18 20:45:00+00:00 0.0 \n", + "2024-04-18 21:00:00+00:00 0.0 \n", + "\n", + " cost_electricity_delivered_smr3 \\\n", + "2023-12-31 23:00:00+00:00 0.000094 \n", + "2023-12-31 23:15:00+00:00 0.000107 \n", + "2023-12-31 23:30:00+00:00 0.000082 \n", + "2023-12-31 23:45:00+00:00 0.000119 \n", + "2024-01-01 00:00:00+00:00 0.000080 \n", + "... ... \n", + "2024-04-18 20:00:00+00:00 0.010997 \n", + "2024-04-18 20:15:00+00:00 0.013388 \n", + "2024-04-18 20:30:00+00:00 0.011093 \n", + "2024-04-18 20:45:00+00:00 0.012527 \n", + "2024-04-18 21:00:00+00:00 0.010985 \n", + "\n", + " cost_electricity_exported_smr3 \\\n", + "2023-12-31 23:00:00+00:00 -0.0 \n", + "2023-12-31 23:15:00+00:00 -0.0 \n", + "2023-12-31 23:30:00+00:00 -0.0 \n", + "2023-12-31 23:45:00+00:00 -0.0 \n", + "2024-01-01 00:00:00+00:00 -0.0 \n", + "... ... \n", + "2024-04-18 20:00:00+00:00 0.0 \n", + "2024-04-18 20:15:00+00:00 0.0 \n", + "2024-04-18 20:30:00+00:00 0.0 \n", + "2024-04-18 20:45:00+00:00 0.0 \n", + "2024-04-18 21:00:00+00:00 0.0 \n", + "\n", + " rlp_weighted_price_delivered \\\n", + "2023-12-31 23:00:00+00:00 0.004102 \n", + "2023-12-31 23:15:00+00:00 0.004102 \n", + "2023-12-31 23:30:00+00:00 0.004102 \n", + "2023-12-31 23:45:00+00:00 0.004102 \n", + "2024-01-01 00:00:00+00:00 0.086561 \n", + "... ... \n", + "2024-04-18 20:00:00+00:00 0.046355 \n", + "2024-04-18 20:15:00+00:00 0.046355 \n", + "2024-04-18 20:30:00+00:00 0.046355 \n", + "2024-04-18 20:45:00+00:00 0.046355 \n", + "2024-04-18 21:00:00+00:00 0.046355 \n", + "\n", + " spp_weighted_price_exported heatmap_delivered \\\n", + "2023-12-31 23:00:00+00:00 NaN -0.000000 \n", + "2023-12-31 23:15:00+00:00 NaN 0.000000 \n", + "2023-12-31 23:30:00+00:00 NaN -0.000000 \n", + "2023-12-31 23:45:00+00:00 NaN 0.000000 \n", + "2024-01-01 00:00:00+00:00 0.062453 -0.810623 \n", + "... ... ... \n", + "2024-04-18 20:00:00+00:00 0.019040 -2.011276 \n", + "2024-04-18 20:15:00+00:00 0.019040 -2.655088 \n", + "2024-04-18 20:30:00+00:00 0.019040 -2.027059 \n", + "2024-04-18 20:45:00+00:00 0.019040 -2.516225 \n", + "2024-04-18 21:00:00+00:00 0.019040 -1.944626 \n", + "\n", + " heatmap_exported heatmap_total \n", + "2023-12-31 23:00:00+00:00 -0.0 0.000000 \n", + "2023-12-31 23:15:00+00:00 -0.0 0.000000 \n", + "2023-12-31 23:30:00+00:00 -0.0 0.000000 \n", + "2023-12-31 23:45:00+00:00 -0.0 0.000000 \n", + "2024-01-01 00:00:00+00:00 -0.0 -0.810623 \n", + "... ... ... \n", + "2024-04-18 20:00:00+00:00 -0.0 -2.011276 \n", + "2024-04-18 20:15:00+00:00 -0.0 -2.655088 \n", + "2024-04-18 20:30:00+00:00 -0.0 -2.027059 \n", + "2024-04-18 20:45:00+00:00 -0.0 -2.516225 \n", + "2024-04-18 21:00:00+00:00 -0.0 -1.944626 \n", + "\n", + "[10457 rows x 17 columns]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "output_model = DynamicTariffAnalysisOutput.from_pandas(df)\n", "\n", - "output_model.to_json(path='data/dyntar/sample_output.json')" + "output_model.to_json(path=\"data/dyntar/sample_output.json\", indent=4)" ] }, { @@ -126,11 +756,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "from openenergyid.dyntar.const import *" + "from openenergyid.dyntar.const import (\n", + " ELECTRICITY_DELIVERED_SMR3,\n", + " ELECTRICITY_EXPORTED_SMR3,\n", + " ELECTRICITY_DELIVERED_SMR2,\n", + " ELECTRICITY_EXPORTED_SMR2,\n", + " COST_ELECTRICITY_DELIVERED_SMR2,\n", + " COST_ELECTRICITY_EXPORTED_SMR2,\n", + " COST_ELECTRICITY_DELIVERED_SMR3,\n", + " COST_ELECTRICITY_EXPORTED_SMR3,\n", + " HEATMAP_TOTAL,\n", + ")" ] }, { @@ -144,18 +784,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ - "result_slice = df.truncate(before=pd.Timestamp('2024-03-01', tz='Europe/Brussels'), after=pd.Timestamp('2024-03-31T23:45:00', tz='Europe/Brussels'))" + "result_slice = df.truncate(\n", + " before=pd.Timestamp(\"2024-03-01\", tz=\"Europe/Brussels\"),\n", + " after=pd.Timestamp(\"2024-03-31T23:45:00\", tz=\"Europe/Brussels\"),\n", + ")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Show line graphs of electricty delivered for SMR2 and SMR3\n", "\n", @@ -167,15 +821,14 @@ "result_slice[[ELECTRICITY_DELIVERED_SMR2, ELECTRICITY_DELIVERED_SMR3]].plot(ax=ax, alpha=0.7)\n", "\n", "# Set the labels\n", - "ax.set_ylabel('Elektriciteit [kWh/15 min]')\n", - "ax.set_xlabel('Datum')\n", + "ax.set_ylabel(\"Elektriciteit [kWh/15 min]\")\n", + "ax.set_xlabel(\"Datum\")\n", "\n", "# horizontal ticks\n", "plt.xticks(rotation=45)\n", "\n", "# Title of the graph: \"Afname van elektriciteit in maart 2024\"\n", - "plt.title('Afname van elektriciteit in maart 2024')\n", - "\n", + "plt.title(\"Afname van elektriciteit in maart 2024\")\n", "\n", "\n", "plt.show()" @@ -183,9 +836,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Show line graphs of electricty exported for SMR2 and SMR3\n", "\n", @@ -197,23 +861,34 @@ "result_slice[[ELECTRICITY_EXPORTED_SMR2, ELECTRICITY_EXPORTED_SMR3]].plot(ax=ax, alpha=0.7)\n", "\n", "# Set the labels\n", - "ax.set_ylabel('Elektriciteit [kWh/15 min]')\n", - "ax.set_xlabel('Datum')\n", + "ax.set_ylabel(\"Elektriciteit [kWh/15 min]\")\n", + "ax.set_xlabel(\"Datum\")\n", "\n", "# horizontal ticks\n", "plt.xticks(rotation=45)\n", "\n", "# Title of the graph: \"Teruglevering van elektriciteit in maart 2024\"\n", - "plt.title('Teruglevering van elektriciteit in maart 2024')\n", + "plt.title(\"Teruglevering van elektriciteit in maart 2024\")\n", "\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Show a bar graph of the costs of electricity delivered and exported for SMR2 and SMR3\n", "# Stack the cost for exported electricity under the cost for delivered electricity\n", @@ -225,14 +900,29 @@ "\n", "# Create a stacked bar graph\n", "\n", - "slice = result_slice[[COST_ELECTRICITY_DELIVERED_SMR2, COST_ELECTRICITY_DELIVERED_SMR3, COST_ELECTRICITY_EXPORTED_SMR2, COST_ELECTRICITY_EXPORTED_SMR3]].resample('D').sum()\n", + "slice = (\n", + " result_slice[\n", + " [\n", + " COST_ELECTRICITY_DELIVERED_SMR2,\n", + " COST_ELECTRICITY_DELIVERED_SMR3,\n", + " COST_ELECTRICITY_EXPORTED_SMR2,\n", + " COST_ELECTRICITY_EXPORTED_SMR3,\n", + " ]\n", + " ]\n", + " .resample(\"D\")\n", + " .sum()\n", + ")\n", "# Multiply the exported electricity costs by -1 to make them negative\n", "slice[COST_ELECTRICITY_EXPORTED_SMR2] *= -1\n", "slice[COST_ELECTRICITY_EXPORTED_SMR3] *= -1\n", "\n", "# Offset SMR2 to the left and SMR3 to the right\n", - "slice[[COST_ELECTRICITY_DELIVERED_SMR2, COST_ELECTRICITY_EXPORTED_SMR2]].plot(kind='bar', stacked=True, ax=ax, alpha=0.7, position=0.5, colormap='viridis')\n", - "slice[[COST_ELECTRICITY_DELIVERED_SMR3, COST_ELECTRICITY_EXPORTED_SMR3]].plot(kind='bar', stacked=True, ax=ax, alpha=0.7, position=-0.5)\n", + "slice[[COST_ELECTRICITY_DELIVERED_SMR2, COST_ELECTRICITY_EXPORTED_SMR2]].plot(\n", + " kind=\"bar\", stacked=True, ax=ax, alpha=0.7, position=0.5, colormap=\"viridis\"\n", + ")\n", + "slice[[COST_ELECTRICITY_DELIVERED_SMR3, COST_ELECTRICITY_EXPORTED_SMR3]].plot(\n", + " kind=\"bar\", stacked=True, ax=ax, alpha=0.7, position=-0.5\n", + ")\n", "\n", "# Make the bars thinner to make them more distinguishable\n", "for bar in ax.patches:\n", @@ -240,9 +930,9 @@ "\n", "# Set the labels\n", "\n", - "ax.set_ylabel('Kosten [€/15 min]')\n", + "ax.set_ylabel(\"Kosten [€/15 min]\")\n", "\n", - "ax.set_xlabel('Datum')\n", + "ax.set_xlabel(\"Datum\")\n", "\n", "# horizontal ticks\n", "\n", @@ -250,23 +940,34 @@ "\n", "# Title of the graph: \"Kosten van elektriciteit in maart 2024\"\n", "\n", - "plt.title('Kosten van elektriciteit in maart 2024')\n", + "plt.title(\"Kosten van elektriciteit in maart 2024\")\n", "\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "heatmap_plot = result_slice[HEATMAP_TOTAL].to_frame()\n", "\n", - "heatmap_plot['date'] = heatmap_plot.index.date\n", - "heatmap_plot['time'] = heatmap_plot.index.time\n", + "heatmap_plot[\"date\"] = heatmap_plot.index.date\n", + "heatmap_plot[\"time\"] = heatmap_plot.index.time\n", "\n", - "heatmap_plot = heatmap_plot.pivot(index='date', columns='time', values=HEATMAP_TOTAL)\n", + "heatmap_plot = heatmap_plot.pivot(index=\"date\", columns=\"time\", values=HEATMAP_TOTAL)\n", "\n", "min_ = heatmap_plot.min().min()\n", "max = heatmap_plot.max().max()\n", @@ -283,11 +984,12 @@ "# Choose a colormap that goes from red to green, with 0 in the middle\n", "\n", "rdgn = sns.diverging_palette(h_neg=10, h_pos=130, s=99, l=55, sep=3, as_cmap=True)\n", - "divnorm = TwoSlopeNorm(vmin=abs_max*-1, vcenter=0, vmax=abs_max)\n", - "sns.heatmap(heatmap_plot, cmap=rdgn, norm=divnorm,\n", - " linewidths=.5, linecolor='black', cbar=True, ax=ax)\n", + "divnorm = TwoSlopeNorm(vmin=abs_max * -1, vcenter=0, vmax=abs_max)\n", + "sns.heatmap(\n", + " heatmap_plot, cmap=rdgn, norm=divnorm, linewidths=0.5, linecolor=\"black\", cbar=True, ax=ax\n", + ")\n", "\n", - "plt.title('Heatmap score combined')\n", + "plt.title(\"Heatmap score combined\")\n", "plt.ylabel(None)\n", "plt.xlabel(None)\n", "\n", @@ -324,7 +1026,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.2" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/demo_energiedelen.ipynb b/demo_energiedelen.ipynb index b6f23be..eaa8d11 100644 --- a/demo_energiedelen.ipynb +++ b/demo_energiedelen.ipynb @@ -27,7 +27,13 @@ "outputs": [], "source": [ "from openenergyid import TimeDataFrame\n", - "from openenergyid.energysharing import EnergySharingInput, EnergySharingOutput, calculate, CalculationMethod, KeyInput" + "from openenergyid.energysharing import (\n", + " EnergySharingInput,\n", + " EnergySharingOutput,\n", + " calculate,\n", + " CalculationMethod,\n", + " KeyInput,\n", + ")" ] }, { @@ -50,9 +56,9 @@ "outputs": [], "source": [ "index = pd.date_range(\n", - " start=pd.Timestamp('2024-01-01 12:00:00', tz='Europe/Brussels'),\n", - " end=pd.Timestamp('2024-01-01 12:45:00', tz='Europe/Brussels'),\n", - " freq='15T',\n", + " start=pd.Timestamp(\"2024-01-01 12:00:00\", tz=\"Europe/Brussels\"),\n", + " end=pd.Timestamp(\"2024-01-01 12:45:00\", tz=\"Europe/Brussels\"),\n", + " freq=\"15T\",\n", ")" ] }, @@ -67,16 +73,12 @@ " \"P1\": [70, 20, 100, 0],\n", " \"P2\": [10, 10, 10, 10],\n", " \"P3\": [20, 30, 40, 50],\n", - " \"P4\": [0, 0, 0, 0],\n", - " \"P5\": [0, 0, 0, 0],\n", - " \"P6\": [0, 0, 0, 0],\n", " },\n", " index=index,\n", ")\n", "\n", "gross_offtake = pd.DataFrame(\n", " data={\n", - " \"P1\": [0, 0, 0, 0],\n", " \"P2\": [30, 20, 10, 0],\n", " \"P3\": [22, 20, 30, 40],\n", " \"P4\": [30, 25, 35, 10],\n", @@ -88,7 +90,6 @@ "\n", "key = pd.DataFrame(\n", " data={\n", - " \"P1\": [0, 0, 0, 0],\n", " \"P2\": [10, 10, 10, 10],\n", " \"P3\": [22.5, 22.5, 22.5, 22.5],\n", " \"P4\": [22.5, 22.5, 22.5, 22.5],\n", @@ -129,9 +130,6 @@ " P1\n", " P2\n", " P3\n", - " P4\n", - " P5\n", - " P6\n", " \n", " \n", " \n", @@ -140,47 +138,35 @@ " 70\n", " 10\n", " 20\n", - " 0\n", - " 0\n", - " 0\n", " \n", " \n", " 2024-01-01 12:15:00+01:00\n", " 20\n", " 10\n", " 30\n", - " 0\n", - " 0\n", - " 0\n", " \n", " \n", " 2024-01-01 12:30:00+01:00\n", " 100\n", " 10\n", " 40\n", - " 0\n", - " 0\n", - " 0\n", " \n", " \n", " 2024-01-01 12:45:00+01:00\n", " 0\n", " 10\n", " 50\n", - " 0\n", - " 0\n", - " 0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " P1 P2 P3 P4 P5 P6\n", - "2024-01-01 12:00:00+01:00 70 10 20 0 0 0\n", - "2024-01-01 12:15:00+01:00 20 10 30 0 0 0\n", - "2024-01-01 12:30:00+01:00 100 10 40 0 0 0\n", - "2024-01-01 12:45:00+01:00 0 10 50 0 0 0" + " P1 P2 P3\n", + "2024-01-01 12:00:00+01:00 70 10 20\n", + "2024-01-01 12:15:00+01:00 20 10 30\n", + "2024-01-01 12:30:00+01:00 100 10 40\n", + "2024-01-01 12:45:00+01:00 0 10 50" ] }, "execution_count": 5, @@ -218,7 +204,6 @@ " \n", " \n", " \n", - " P1\n", " P2\n", " P3\n", " P4\n", @@ -229,7 +214,6 @@ " \n", " \n", " 2024-01-01 12:00:00+01:00\n", - " 0\n", " 30\n", " 22\n", " 30\n", @@ -238,7 +222,6 @@ " \n", " \n", " 2024-01-01 12:15:00+01:00\n", - " 0\n", " 20\n", " 20\n", " 25\n", @@ -247,7 +230,6 @@ " \n", " \n", " 2024-01-01 12:30:00+01:00\n", - " 0\n", " 10\n", " 30\n", " 35\n", @@ -257,7 +239,6 @@ " \n", " 2024-01-01 12:45:00+01:00\n", " 0\n", - " 0\n", " 40\n", " 10\n", " 25\n", @@ -268,11 +249,11 @@ "" ], "text/plain": [ - " P1 P2 P3 P4 P5 P6\n", - "2024-01-01 12:00:00+01:00 0 30 22 30 18 20\n", - "2024-01-01 12:15:00+01:00 0 20 20 25 17 22\n", - "2024-01-01 12:30:00+01:00 0 10 30 35 19 24\n", - "2024-01-01 12:45:00+01:00 0 0 40 10 25 26" + " P2 P3 P4 P5 P6\n", + "2024-01-01 12:00:00+01:00 30 22 30 18 20\n", + "2024-01-01 12:15:00+01:00 20 20 25 17 22\n", + "2024-01-01 12:30:00+01:00 10 30 35 19 24\n", + "2024-01-01 12:45:00+01:00 0 40 10 25 26" ] }, "execution_count": 6, @@ -310,7 +291,6 @@ " \n", " \n", " \n", - " P1\n", " P2\n", " P3\n", " P4\n", @@ -321,7 +301,6 @@ " \n", " \n", " 2024-01-01 12:00:00+01:00\n", - " 0.0\n", " 0.1\n", " 0.225\n", " 0.225\n", @@ -330,7 +309,6 @@ " \n", " \n", " 2024-01-01 12:15:00+01:00\n", - " 0.0\n", " 0.1\n", " 0.225\n", " 0.225\n", @@ -339,7 +317,6 @@ " \n", " \n", " 2024-01-01 12:30:00+01:00\n", - " 0.0\n", " 0.1\n", " 0.225\n", " 0.225\n", @@ -348,7 +325,6 @@ " \n", " \n", " 2024-01-01 12:45:00+01:00\n", - " 0.0\n", " 0.1\n", " 0.225\n", " 0.225\n", @@ -360,11 +336,11 @@ "" ], "text/plain": [ - " P1 P2 P3 P4 P5 P6\n", - "2024-01-01 12:00:00+01:00 0.0 0.1 0.225 0.225 0.225 0.225\n", - "2024-01-01 12:15:00+01:00 0.0 0.1 0.225 0.225 0.225 0.225\n", - "2024-01-01 12:30:00+01:00 0.0 0.1 0.225 0.225 0.225 0.225\n", - "2024-01-01 12:45:00+01:00 0.0 0.1 0.225 0.225 0.225 0.225" + " P2 P3 P4 P5 P6\n", + "2024-01-01 12:00:00+01:00 0.1 0.225 0.225 0.225 0.225\n", + "2024-01-01 12:15:00+01:00 0.1 0.225 0.225 0.225 0.225\n", + "2024-01-01 12:30:00+01:00 0.1 0.225 0.225 0.225 0.225\n", + "2024-01-01 12:45:00+01:00 0.1 0.225 0.225 0.225 0.225" ] }, "execution_count": 7, @@ -388,10 +364,10 @@ "input = EnergySharingInput.model_construct(\n", " gross_injection=TimeDataFrame.from_pandas(gross_injection),\n", " gross_offtake=TimeDataFrame.from_pandas(gross_offtake),\n", - " key=KeyInput.from_pandas(key)\n", + " key=KeyInput.from_pandas(key),\n", ")\n", "\n", - "with open('data/energiedelen/sample_input.json', 'w') as f:\n", + "with open(\"data/energiedelen/sample_input.json\", \"w\") as f:\n", " f.write(input.model_dump_json(by_alias=True))\n", "\n", "df = input.to_pandas()" @@ -423,25 +399,20 @@ " \n", " \n", " \n", - " Gross Injection\n", - " Gross Offtake\n", - " Key\n", + " Gross Injection\n", + " Gross Offtake\n", + " Key\n", " \n", " \n", " \n", " P1\n", " P2\n", " P3\n", - " P4\n", - " P5\n", - " P6\n", - " P1\n", " P2\n", " P3\n", " P4\n", " P5\n", " P6\n", - " P1\n", " P2\n", " P3\n", " P4\n", @@ -455,16 +426,11 @@ " 70\n", " 10\n", " 20\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", " 30\n", " 22\n", " 30\n", " 18\n", " 20\n", - " 0.0\n", " 0.1\n", " 0.225\n", " 0.225\n", @@ -476,16 +442,11 @@ " 20\n", " 10\n", " 30\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", " 20\n", " 20\n", " 25\n", " 17\n", " 22\n", - " 0.0\n", " 0.1\n", " 0.225\n", " 0.225\n", @@ -497,16 +458,11 @@ " 100\n", " 10\n", " 40\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", " 10\n", " 30\n", " 35\n", " 19\n", " 24\n", - " 0.0\n", " 0.1\n", " 0.225\n", " 0.225\n", @@ -519,15 +475,10 @@ " 10\n", " 50\n", " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", " 40\n", " 10\n", " 25\n", " 26\n", - " 0.0\n", " 0.1\n", " 0.225\n", " 0.225\n", @@ -539,26 +490,19 @@ "" ], "text/plain": [ - " Gross Injection Gross Offtake \\\n", - " P1 P2 P3 P4 P5 P6 P1 P2 \n", - "2024-01-01 11:00:00+00:00 70 10 20 0 0 0 0 30 \n", - "2024-01-01 11:15:00+00:00 20 10 30 0 0 0 0 20 \n", - "2024-01-01 11:30:00+00:00 100 10 40 0 0 0 0 10 \n", - "2024-01-01 11:45:00+00:00 0 10 50 0 0 0 0 0 \n", - "\n", - " Key \\\n", - " P3 P4 P5 P6 P1 P2 P3 P4 P5 \n", - "2024-01-01 11:00:00+00:00 22 30 18 20 0.0 0.1 0.225 0.225 0.225 \n", - "2024-01-01 11:15:00+00:00 20 25 17 22 0.0 0.1 0.225 0.225 0.225 \n", - "2024-01-01 11:30:00+00:00 30 35 19 24 0.0 0.1 0.225 0.225 0.225 \n", - "2024-01-01 11:45:00+00:00 40 10 25 26 0.0 0.1 0.225 0.225 0.225 \n", + " Gross Injection Gross Offtake \\\n", + " P1 P2 P3 P2 P3 P4 P5 \n", + "2024-01-01 11:00:00+00:00 70 10 20 30 22 30 18 \n", + "2024-01-01 11:15:00+00:00 20 10 30 20 20 25 17 \n", + "2024-01-01 11:30:00+00:00 100 10 40 10 30 35 19 \n", + "2024-01-01 11:45:00+00:00 0 10 50 0 40 10 25 \n", "\n", - " \n", - " P6 \n", - "2024-01-01 11:00:00+00:00 0.225 \n", - "2024-01-01 11:15:00+00:00 0.225 \n", - "2024-01-01 11:30:00+00:00 0.225 \n", - "2024-01-01 11:45:00+00:00 0.225 " + " Key \n", + " P6 P2 P3 P4 P5 P6 \n", + "2024-01-01 11:00:00+00:00 20 0.1 0.225 0.225 0.225 0.225 \n", + "2024-01-01 11:15:00+00:00 22 0.1 0.225 0.225 0.225 0.225 \n", + "2024-01-01 11:30:00+00:00 24 0.1 0.225 0.225 0.225 0.225 \n", + "2024-01-01 11:45:00+00:00 26 0.1 0.225 0.225 0.225 0.225 " ] }, "execution_count": 9, @@ -605,25 +549,20 @@ " \n", " \n", " \n", - " Net Injection\n", - " Net Offtake\n", - " Shared Energy\n", + " Net Injection\n", + " Net Offtake\n", + " Shared Energy\n", " \n", " \n", " \n", " P1\n", " P2\n", " P3\n", - " P4\n", - " P5\n", - " P6\n", - " P1\n", " P2\n", " P3\n", " P4\n", " P5\n", " P6\n", - " P1\n", " P2\n", " P3\n", " P4\n", @@ -637,16 +576,11 @@ " 4.9\n", " 1.70\n", " 5.90\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 21.0\n", " 4.00\n", " 7.50\n", " 0.0\n", " 0.0\n", - " 0.0\n", " 9.0\n", " 18.00\n", " 22.50\n", @@ -658,16 +592,11 @@ " 0.0\n", " 1.00\n", " 6.75\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 15.0\n", " 13.25\n", " 11.50\n", " 3.5\n", " 8.5\n", - " 0.0\n", " 5.0\n", " 6.75\n", " 13.50\n", @@ -680,15 +609,10 @@ " 2.90\n", " 16.60\n", " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 5.25\n", " 1.25\n", " 0.0\n", " 0.0\n", - " 0.0\n", " 10.0\n", " 24.75\n", " 33.75\n", @@ -701,16 +625,11 @@ " 2.42\n", " 18.33\n", " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 37.75\n", " 0.00\n", " 11.5\n", " 12.5\n", " 0.0\n", - " 0.0\n", " 2.25\n", " 10.00\n", " 13.5\n", @@ -721,26 +640,26 @@ "" ], "text/plain": [ - " Net Injection \\\n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 4.9 1.70 5.90 0.0 0.0 0.0 \n", - "2024-01-01 11:15:00+00:00 0.0 1.00 6.75 0.0 0.0 0.0 \n", - "2024-01-01 11:30:00+00:00 19.0 2.90 16.60 0.0 0.0 0.0 \n", - "2024-01-01 11:45:00+00:00 0.0 2.42 18.33 0.0 0.0 0.0 \n", + " Net Injection Net Offtake \\\n", + " P1 P2 P3 P2 P3 \n", + "2024-01-01 11:00:00+00:00 4.9 1.70 5.90 21.0 4.00 \n", + "2024-01-01 11:15:00+00:00 0.0 1.00 6.75 15.0 13.25 \n", + "2024-01-01 11:30:00+00:00 19.0 2.90 16.60 0.0 5.25 \n", + "2024-01-01 11:45:00+00:00 0.0 2.42 18.33 0.0 37.75 \n", "\n", - " Net Offtake \\\n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 0.0 21.0 4.00 7.50 0.0 0.0 \n", - "2024-01-01 11:15:00+00:00 0.0 15.0 13.25 11.50 3.5 8.5 \n", - "2024-01-01 11:30:00+00:00 0.0 0.0 5.25 1.25 0.0 0.0 \n", - "2024-01-01 11:45:00+00:00 0.0 0.0 37.75 0.00 11.5 12.5 \n", + " Shared Energy \\\n", + " P4 P5 P6 P2 P3 P4 \n", + "2024-01-01 11:00:00+00:00 7.50 0.0 0.0 9.0 18.00 22.50 \n", + "2024-01-01 11:15:00+00:00 11.50 3.5 8.5 5.0 6.75 13.50 \n", + "2024-01-01 11:30:00+00:00 1.25 0.0 0.0 10.0 24.75 33.75 \n", + "2024-01-01 11:45:00+00:00 0.00 11.5 12.5 0.0 2.25 10.00 \n", "\n", - " Shared Energy \n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 0.0 9.0 18.00 22.50 18.0 20.0 \n", - "2024-01-01 11:15:00+00:00 0.0 5.0 6.75 13.50 13.5 13.5 \n", - "2024-01-01 11:30:00+00:00 0.0 10.0 24.75 33.75 19.0 24.0 \n", - "2024-01-01 11:45:00+00:00 0.0 0.0 2.25 10.00 13.5 13.5 " + " \n", + " P5 P6 \n", + "2024-01-01 11:00:00+00:00 18.0 20.0 \n", + "2024-01-01 11:15:00+00:00 13.5 13.5 \n", + "2024-01-01 11:30:00+00:00 19.0 24.0 \n", + "2024-01-01 11:45:00+00:00 13.5 13.5 " ] }, "execution_count": 10, @@ -787,25 +706,20 @@ " \n", " \n", " \n", - " Net Injection\n", - " Net Offtake\n", - " Shared Energy\n", + " Net Injection\n", + " Net Offtake\n", + " Shared Energy\n", " \n", " \n", " \n", " P1\n", " P2\n", " P3\n", - " P4\n", - " P5\n", - " P6\n", - " P1\n", " P2\n", " P3\n", " P4\n", " P5\n", " P6\n", - " P1\n", " P2\n", " P3\n", " P4\n", @@ -819,16 +733,11 @@ " 7.08\n", " 1.01\n", " 2.02\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 20.42\n", " 3.75\n", " 5.94\n", " 0.00\n", " 0.00\n", - " 0.0\n", " 9.58\n", " 18.25\n", " 24.06\n", @@ -840,16 +749,11 @@ " 0.00\n", " 0.00\n", " -0.00\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 14.13\n", " 13.00\n", " 9.29\n", " 1.29\n", " 6.29\n", - " 0.0\n", " 5.87\n", " 7.00\n", " 15.71\n", @@ -861,16 +765,11 @@ " 24.67\n", " 2.47\n", " 9.87\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 0.00\n", " 5.00\n", " 0.00\n", " 0.00\n", " 0.00\n", - " 0.0\n", " 10.00\n", " 25.00\n", " 35.00\n", @@ -882,16 +781,11 @@ " 0.00\n", " 2.24\n", " 11.22\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 0.00\n", " 37.50\n", " 0.00\n", " 7.98\n", " 8.98\n", - " 0.0\n", " 0.00\n", " 2.50\n", " 10.00\n", @@ -903,26 +797,26 @@ "" ], "text/plain": [ - " Net Injection \\\n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 7.08 1.01 2.02 0.0 0.0 0.0 \n", - "2024-01-01 11:15:00+00:00 0.00 0.00 -0.00 0.0 0.0 0.0 \n", - "2024-01-01 11:30:00+00:00 24.67 2.47 9.87 0.0 0.0 0.0 \n", - "2024-01-01 11:45:00+00:00 0.00 2.24 11.22 0.0 0.0 0.0 \n", + " Net Injection Net Offtake \\\n", + " P1 P2 P3 P2 P3 P4 \n", + "2024-01-01 11:00:00+00:00 7.08 1.01 2.02 20.42 3.75 5.94 \n", + "2024-01-01 11:15:00+00:00 0.00 0.00 -0.00 14.13 13.00 9.29 \n", + "2024-01-01 11:30:00+00:00 24.67 2.47 9.87 0.00 5.00 0.00 \n", + "2024-01-01 11:45:00+00:00 0.00 2.24 11.22 0.00 37.50 0.00 \n", "\n", - " Net Offtake \\\n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 0.0 20.42 3.75 5.94 0.00 0.00 \n", - "2024-01-01 11:15:00+00:00 0.0 14.13 13.00 9.29 1.29 6.29 \n", - "2024-01-01 11:30:00+00:00 0.0 0.00 5.00 0.00 0.00 0.00 \n", - "2024-01-01 11:45:00+00:00 0.0 0.00 37.50 0.00 7.98 8.98 \n", + " Shared Energy \\\n", + " P5 P6 P2 P3 P4 P5 \n", + "2024-01-01 11:00:00+00:00 0.00 0.00 9.58 18.25 24.06 18.00 \n", + "2024-01-01 11:15:00+00:00 1.29 6.29 5.87 7.00 15.71 15.71 \n", + "2024-01-01 11:30:00+00:00 0.00 0.00 10.00 25.00 35.00 19.00 \n", + "2024-01-01 11:45:00+00:00 7.98 8.98 0.00 2.50 10.00 17.02 \n", "\n", - " Shared Energy \n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 0.0 9.58 18.25 24.06 18.00 20.00 \n", - "2024-01-01 11:15:00+00:00 0.0 5.87 7.00 15.71 15.71 15.71 \n", - "2024-01-01 11:30:00+00:00 0.0 10.00 25.00 35.00 19.00 24.00 \n", - "2024-01-01 11:45:00+00:00 0.0 0.00 2.50 10.00 17.02 17.02 " + " \n", + " P6 \n", + "2024-01-01 11:00:00+00:00 20.00 \n", + "2024-01-01 11:15:00+00:00 15.71 \n", + "2024-01-01 11:30:00+00:00 24.00 \n", + "2024-01-01 11:45:00+00:00 17.02 " ] }, "execution_count": 11, @@ -975,25 +869,20 @@ " \n", " \n", " \n", - " Net Injection\n", - " Net Offtake\n", - " Shared Energy\n", + " Net Injection\n", + " Net Offtake\n", + " Shared Energy\n", " \n", " \n", " \n", " P1\n", " P2\n", " P3\n", - " P4\n", - " P5\n", - " P6\n", - " P1\n", " P2\n", " P3\n", " P4\n", " P5\n", " P6\n", - " P1\n", " P2\n", " P3\n", " P4\n", @@ -1007,16 +896,11 @@ " 0.00\n", " 0.00\n", " 0.00\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 18.51\n", " 0.35\n", " 1.14\n", " 0.00\n", " 0.00\n", - " 0.0\n", " 11.49\n", " 21.65\n", " 28.86\n", @@ -1028,16 +912,11 @@ " 0.00\n", " 0.00\n", " 0.00\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 14.13\n", " 13.00\n", " 9.29\n", " 1.29\n", " 6.29\n", - " 0.0\n", " 5.87\n", " 7.00\n", " 15.71\n", @@ -1049,16 +928,11 @@ " 14.76\n", " 1.48\n", " 15.77\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 0.00\n", " 0.00\n", " 0.00\n", " 0.00\n", " 0.00\n", - " 0.0\n", " 10.00\n", " 30.00\n", " 35.00\n", @@ -1070,16 +944,11 @@ " 0.00\n", " 0.00\n", " 0.00\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", - " 0.0\n", " 0.00\n", " 36.75\n", " 0.00\n", " 1.62\n", " 2.62\n", - " 0.0\n", " 0.00\n", " 3.25\n", " 10.00\n", @@ -1091,26 +960,26 @@ "" ], "text/plain": [ - " Net Injection \\\n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 0.00 0.00 0.00 0.0 0.0 0.0 \n", - "2024-01-01 11:15:00+00:00 0.00 0.00 0.00 0.0 0.0 0.0 \n", - "2024-01-01 11:30:00+00:00 14.76 1.48 15.77 0.0 0.0 0.0 \n", - "2024-01-01 11:45:00+00:00 0.00 0.00 0.00 0.0 0.0 0.0 \n", + " Net Injection Net Offtake \\\n", + " P1 P2 P3 P2 P3 P4 \n", + "2024-01-01 11:00:00+00:00 0.00 0.00 0.00 18.51 0.35 1.14 \n", + "2024-01-01 11:15:00+00:00 0.00 0.00 0.00 14.13 13.00 9.29 \n", + "2024-01-01 11:30:00+00:00 14.76 1.48 15.77 0.00 0.00 0.00 \n", + "2024-01-01 11:45:00+00:00 0.00 0.00 0.00 0.00 36.75 0.00 \n", "\n", - " Net Offtake \\\n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 0.0 18.51 0.35 1.14 0.00 0.00 \n", - "2024-01-01 11:15:00+00:00 0.0 14.13 13.00 9.29 1.29 6.29 \n", - "2024-01-01 11:30:00+00:00 0.0 0.00 0.00 0.00 0.00 0.00 \n", - "2024-01-01 11:45:00+00:00 0.0 0.00 36.75 0.00 1.62 2.62 \n", + " Shared Energy \\\n", + " P5 P6 P2 P3 P4 P5 \n", + "2024-01-01 11:00:00+00:00 0.00 0.00 11.49 21.65 28.86 18.00 \n", + "2024-01-01 11:15:00+00:00 1.29 6.29 5.87 7.00 15.71 15.71 \n", + "2024-01-01 11:30:00+00:00 0.00 0.00 10.00 30.00 35.00 19.00 \n", + "2024-01-01 11:45:00+00:00 1.62 2.62 0.00 3.25 10.00 23.38 \n", "\n", - " Shared Energy \n", - " P1 P2 P3 P4 P5 P6 \n", - "2024-01-01 11:00:00+00:00 0.0 11.49 21.65 28.86 18.00 20.00 \n", - "2024-01-01 11:15:00+00:00 0.0 5.87 7.00 15.71 15.71 15.71 \n", - "2024-01-01 11:30:00+00:00 0.0 10.00 30.00 35.00 19.00 24.00 \n", - "2024-01-01 11:45:00+00:00 0.0 0.00 3.25 10.00 23.38 23.38 " + " \n", + " P6 \n", + "2024-01-01 11:00:00+00:00 20.00 \n", + "2024-01-01 11:15:00+00:00 15.71 \n", + "2024-01-01 11:30:00+00:00 24.00 \n", + "2024-01-01 11:45:00+00:00 23.38 " ] }, "execution_count": 12, @@ -1167,42 +1036,27 @@ " \"columns\": [\n", " \"P1\",\n", " \"P2\",\n", - " \"P3\",\n", - " \"P4\",\n", - " \"P5\",\n", - " \"P6\"\n", + " \"P3\"\n", " ],\n", " \"data\": [\n", " [\n", " 0.0,\n", " 0.0,\n", - " 0.0,\n", - " 0.0,\n", - " 0.0,\n", " 0.0\n", " ],\n", " [\n", " 0.0,\n", " 0.0,\n", - " 0.0,\n", - " 0.0,\n", - " 0.0,\n", " 0.0\n", " ],\n", " [\n", " 14.76,\n", " 1.48,\n", - " 15.77,\n", - " 0.0,\n", - " 0.0,\n", - " 0.0\n", + " 15.77\n", " ],\n", " [\n", " 0.0,\n", " 0.0,\n", - " 0.0,\n", - " 0.0,\n", - " 0.0,\n", " 0.0\n", " ]\n", " ]\n", @@ -1215,7 +1069,6 @@ " \"2024-01-01T11:45:00Z\"\n", " ],\n", " \"columns\": [\n", - " \"P1\",\n", " \"P2\",\n", " \"P3\",\n", " \"P4\",\n", @@ -1224,7 +1077,6 @@ " ],\n", " \"data\": [\n", " [\n", - " 0.0,\n", " 18.51,\n", " 0.35,\n", " 1.14,\n", @@ -1232,7 +1084,6 @@ " 0.0\n", " ],\n", " [\n", - " 0.0,\n", " 14.13,\n", " 13.0,\n", " 9.29,\n", @@ -1244,12 +1095,10 @@ " 0.0,\n", " 0.0,\n", " 0.0,\n", - " 0.0,\n", " 0.0\n", " ],\n", " [\n", " 0.0,\n", - " 0.0,\n", " 36.75,\n", " 0.0,\n", " 1.62,\n", @@ -1265,7 +1114,6 @@ " \"2024-01-01T11:45:00Z\"\n", " ],\n", " \"columns\": [\n", - " \"P1\",\n", " \"P2\",\n", " \"P3\",\n", " \"P4\",\n", @@ -1274,7 +1122,6 @@ " ],\n", " \"data\": [\n", " [\n", - " 0.0,\n", " 11.49,\n", " 21.65,\n", " 28.86,\n", @@ -1282,7 +1129,6 @@ " 20.0\n", " ],\n", " [\n", - " 0.0,\n", " 5.87,\n", " 7.0,\n", " 15.71,\n", @@ -1290,7 +1136,6 @@ " 15.71\n", " ],\n", " [\n", - " 0.0,\n", " 10.0,\n", " 30.0,\n", " 35.0,\n", @@ -1299,7 +1144,6 @@ " ],\n", " [\n", " 0.0,\n", - " 0.0,\n", " 3.25,\n", " 10.0,\n", " 23.38,\n", diff --git a/demo_energyid_download.ipynb b/demo_energyid_download.ipynb index 61bb451..14a3f1f 100644 --- a/demo_energyid_download.ipynb +++ b/demo_energyid_download.ipynb @@ -42,7 +42,7 @@ "metadata": {}, "outputs": [], "source": [ - "with open('secrets.json') as f:\n", + "with open(\"secrets.json\") as f:\n", " secrets = json.load(f)" ] }, @@ -53,13 +53,9 @@ "outputs": [], "source": [ "client = energyid.PandasClient(\n", - " client_id=secrets['EnergyID_CLIENTID'],\n", - " client_secret=secrets['EnergyID_CLIENTSECRET']\n", + " client_id=secrets[\"EnergyID_CLIENTID\"], client_secret=secrets[\"EnergyID_CLIENTSECRET\"]\n", ")\n", - "client.authenticate(\n", - " username=secrets['EnergyID_USERNAME'],\n", - " password=secrets['EnergyID_PASSWORD']\n", - ")" + "client.authenticate(username=secrets[\"EnergyID_USERNAME\"], password=secrets[\"EnergyID_PASSWORD\"])" ] }, { @@ -85,10 +81,7 @@ "outputs": [], "source": [ "energy_balance = record.get_data(\n", - " name='energyBalanceByCarrier',\n", - " start='2023-01-01',\n", - " end='2024-01-01',\n", - " interval='PT15M'\n", + " name=\"energyBalanceByCarrier\", start=\"2023-01-01\", end=\"2024-01-01\", interval=\"PT15M\"\n", ")" ] }, @@ -109,7 +102,11 @@ "source": [ "# Rename to standard metric names used in the Open Energy Library\n", "\n", - "energy_balance.columns = [const.ELECTRICITY_DELIVERED, const.ELECTRICITY_PRODUCED, const.ELECTRICITY_EXPORTED]" + "energy_balance.columns = [\n", + " const.ELECTRICITY_DELIVERED,\n", + " const.ELECTRICITY_PRODUCED,\n", + " const.ELECTRICITY_EXPORTED,\n", + "]" ] }, { @@ -127,7 +124,7 @@ "metadata": {}, "outputs": [], "source": [ - "data.to_json(path='data/energy_balance_PT15M.json', indent=2)" + "data.to_json(path=\"data/energy_balance_PT15M.json\", indent=2)" ] } ], @@ -147,7 +144,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.2" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/demo_mvlr.ipynb b/demo_mvlr.ipynb index 8215be3..06c4c69 100644 --- a/demo_mvlr.ipynb +++ b/demo_mvlr.ipynb @@ -46,7 +46,7 @@ "metadata": {}, "outputs": [], "source": [ - "with open('data/mvlr/sample_gas.json', 'r') as f:\n", + "with open(\"data/mvlr/sample_gas.json\", \"r\") as f:\n", " input_data = MultiVariableRegressionInput.model_validate_json(f.read())" ] }, diff --git a/download_prices.ipynb b/download_prices.ipynb index ca56a1c..e0862ea 100644 --- a/download_prices.ipynb +++ b/download_prices.ipynb @@ -19,7 +19,7 @@ "metadata": {}, "outputs": [], "source": [ - "with open('secrets.json') as f:\n", + "with open(\"secrets.json\") as f:\n", " secrets = json.load(f)" ] }, @@ -29,9 +29,7 @@ "metadata": {}, "outputs": [], "source": [ - "client = entsoe.EntsoePandasClient(\n", - " api_key=secrets['ENTSOE_APIKEY']\n", - ")" + "client = entsoe.EntsoePandasClient(api_key=secrets[\"ENTSOE_APIKEY\"])" ] }, { @@ -41,9 +39,9 @@ "outputs": [], "source": [ "da_prices = client.query_day_ahead_prices(\n", - " country_code='BE',\n", - " start=pd.Timestamp('2020-01-01', tz='Europe/Brussels'),\n", - " end=pd.Timestamp('2023-12-21', tz='Europe/Brussels'),\n", + " country_code=\"BE\",\n", + " start=pd.Timestamp(\"2020-01-01\", tz=\"Europe/Brussels\"),\n", + " end=pd.Timestamp(\"2023-12-21\", tz=\"Europe/Brussels\"),\n", ")" ] }, @@ -71,7 +69,7 @@ "metadata": {}, "outputs": [], "source": [ - "series.to_json(path='data/da_prices_be.json', indent=2)" + "series.to_json(path=\"data/da_prices_be.json\", indent=2)" ] }, { @@ -81,9 +79,9 @@ "outputs": [], "source": [ "imbalance_prices = client.query_imbalance_prices(\n", - " country_code='BE',\n", - " start=pd.Timestamp('2020-01-01', tz='Europe/Brussels'),\n", - " end=pd.Timestamp('2023-12-21', tz='Europe/Brussels'),\n", + " country_code=\"BE\",\n", + " start=pd.Timestamp(\"2020-01-01\", tz=\"Europe/Brussels\"),\n", + " end=pd.Timestamp(\"2023-12-21\", tz=\"Europe/Brussels\"),\n", ")" ] } @@ -104,7 +102,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.2" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/openenergyid/__init__.py b/openenergyid/__init__.py index 7be25ed..cfd175e 100644 --- a/openenergyid/__init__.py +++ b/openenergyid/__init__.py @@ -1,6 +1,6 @@ """Open Energy ID Python SDK.""" -__version__ = "0.1.13" +__version__ = "0.1.14" from .enums import Granularity from .models import TimeDataFrame, TimeSeries diff --git a/openenergyid/capacity/PowerAnalysis.py b/openenergyid/capacity/PowerAnalysis.py new file mode 100644 index 0000000..d9ff0f6 --- /dev/null +++ b/openenergyid/capacity/PowerAnalysis.py @@ -0,0 +1,34 @@ +import datetime + +from openenergyid.capacity.models import CapacityInput + + +class PowerPeakAnalysis: + """analysis + This class is used to analyze the power peaks of a given time series. + The analysis is based on the following parameters: + - min_peak_value: The minimum value of a peak to be considered a peak. + - num_peaks: The number of peaks to be returned. + - from_date: The start date of the analysis. + - to_date: The end date of the analysis. + - x_padding: The number of days to be added to the start and end date to + ensure that the peaks are not cut off. + - capacity_input: The input data for the analysis. + """ + + def __init__( + self, + min_peak_value: float, + num_peaks: int, + from_date: datetime, + to_date: datetime, + x_padding: int = 2, + capacity_input=CapacityInput, + ): + self.data = input.get_series() + self.timezone = capacity_input.timezone + self.min_peak_value = min_peak_value + self.num_peaks = num_peaks + self.from_date = from_date + self.to_date = to_date + self.x_padding = x_padding diff --git a/openenergyid/capacity/__init__.py b/openenergyid/capacity/__init__.py new file mode 100644 index 0000000..d50f9cf --- /dev/null +++ b/openenergyid/capacity/__init__.py @@ -0,0 +1,6 @@ +"""Power Offtake peak analysis module.""" + +from .models import CapacityInput, CapacityOutput, PeakDetail +from .main import CapacityAnalysis + +__all__ = ["CapacityInput", "CapacityAnalysis", "CapacityOutput", "PeakDetail"] diff --git a/openenergyid/capacity/main.py b/openenergyid/capacity/main.py new file mode 100644 index 0000000..64070b3 --- /dev/null +++ b/openenergyid/capacity/main.py @@ -0,0 +1,90 @@ +"""Main module for capacity analysis.""" + +import datetime as dt +import pandas as pd + + +class CapacityAnalysis: + """ + A class for performing capacity analysis on a given dataset. + + Attributes: + data (CapacityInput): The input data for capacity analysis. + threshold (float): The value above which a peak is considered significant. + window (str): The window size for grouping data before finding peaks. Defaults to "MS" (month start). + x_padding (int): The padding to apply on the x-axis for visualization purposes. + + Methods: + find_peaks(): Identifies peaks in the data based on the specified threshold and window. + find_peaks_with_surroundings(num_peaks=10): Finds peaks along with their surrounding data points. + """ + + def __init__( + self, + data: pd.Series, + threshold: float = 2.5, + window: str = "MS", # Default to month start + x_padding: int = 4, + ): + """ + Constructs all the necessary attributes for the CapacityAnalysis object. + + Parameters: + data (CapacityInput): Localized Pandas Series containing power measurements. + threshold (float): The value above which a peak is considered significant. Defaults to 2.5. + window (str): The window size for grouping data before finding peaks. Defaults to "MS" (month start). + x_padding (int): The padding to apply on the x-axis for visualization purposes. Defaults to 4. + """ + + self.data = data + self.threshold = threshold + self.window = window + self.x_padding = x_padding + + def find_peaks(self) -> pd.Series: + """ + Identifies peaks in the data based on the specified threshold and window. + + Returns: + pd.Series: A Pandas Series containing the peaks + """ + # Group by the specified window (default is month start) + grouped = self.data.groupby(pd.Grouper(freq=self.window)) + # Find the index (timestamp) of the maximum value in each group + peak_indices = grouped.idxmax() + # Get the corresponding peak values + peaks = self.data.loc[peak_indices][self.data > self.threshold] + + return peaks + + def find_peaks_with_surroundings( + self, num_peaks: int = 10 + ) -> list[tuple[dt.datetime, float, pd.Series]]: + """ + Finds peaks along with their surrounding data points. + + Parameters: + num_peaks (int): The number of peaks to find. Defaults to 10. + + Returns: + List[tuple[dt.datetime,float,pd.Series]]: A list of tuples containing peak time, peak value, and surrounding data. + """ + peaks = self.data.sort_values(ascending=False).head(num_peaks) + peaks = peaks[peaks > self.threshold] + if peaks.empty: + return [] + result = [] + for peak_time, peak_value in peaks.items(): + start_time = peak_time - dt.timedelta(minutes=15 * self.x_padding) + end_time = peak_time + dt.timedelta(minutes=15 * (self.x_padding + 1)) + surrounding_data = self.data[start_time:end_time] + + result.append( + [ + peak_time, + peak_value, + surrounding_data, + ] + ) + + return result diff --git a/openenergyid/capacity/models.py b/openenergyid/capacity/models.py new file mode 100644 index 0000000..8f2fe4e --- /dev/null +++ b/openenergyid/capacity/models.py @@ -0,0 +1,29 @@ +"""Model for Capacity Analysis.""" + +import datetime as dt +from pydantic import BaseModel, ConfigDict, Field +from openenergyid.models import TimeSeries + + +class CapacityInput(BaseModel): + """Model for capacity input""" + + timezone: str = Field(alias="timeZone") + series: TimeSeries + + +class PeakDetail(BaseModel): + """Model for peak detail""" + + peak_time: dt.datetime = Field(alias="peakTime") + peak_value: float = Field(alias="peakValue") + surrounding_data: TimeSeries = Field(alias="surroundingData") + model_config = ConfigDict(populate_by_name=True) + + +class CapacityOutput(BaseModel): + """Model for capacity output""" + + peaks: TimeSeries + peak_details: list[PeakDetail] = Field(alias="peakDetails") + model_config = ConfigDict(populate_by_name=True) diff --git a/openenergyid/dyntar/main.py b/openenergyid/dyntar/main.py index 61b5f50..36bd3c8 100644 --- a/openenergyid/dyntar/main.py +++ b/openenergyid/dyntar/main.py @@ -1,6 +1,5 @@ """Main module of the DynTar package.""" -from typing import Optional import pandas as pd from openenergyid.const import ( @@ -40,7 +39,7 @@ def weigh_by_monthly_profile(series: pd.Series, profile: pd.Series) -> pd.Series return pd.concat(results)["weighted"] -def extend_dataframe_with_smr2(df: pd.DataFrame, inplace: bool = False) -> Optional[pd.DataFrame]: +def extend_dataframe_with_smr2(df: pd.DataFrame, inplace: bool = False) -> pd.DataFrame | None: """Extend a DataFrame with the SMR2 columns.""" if not inplace: result_df = df.copy() @@ -67,7 +66,7 @@ def extend_dataframe_with_smr2(df: pd.DataFrame, inplace: bool = False) -> Optio return None -def extend_dataframe_with_costs(df: pd.DataFrame, inplace: bool = False) -> Optional[pd.DataFrame]: +def extend_dataframe_with_costs(df: pd.DataFrame, inplace: bool = False) -> pd.DataFrame | None: """Extend a DataFrame with the cost columns.""" if not inplace: result_df = df.copy() @@ -95,7 +94,7 @@ def extend_dataframe_with_costs(df: pd.DataFrame, inplace: bool = False) -> Opti def extend_dataframe_with_weighted_prices( df: pd.DataFrame, inplace: bool = False -) -> Optional[pd.DataFrame]: +) -> pd.DataFrame | None: """Extend a DataFrame with the weighted price columns.""" if not inplace: df = df.copy() @@ -118,9 +117,7 @@ def extend_dataframe_with_weighted_prices( return None -def extend_dataframe_with_heatmap( - df: pd.DataFrame, inplace: bool = False -) -> Optional[pd.DataFrame]: +def extend_dataframe_with_heatmap(df: pd.DataFrame, inplace: bool = False) -> pd.DataFrame | None: """Extend a DataFrame with the heatmap columns.""" if not inplace: df = df.copy() @@ -154,7 +151,7 @@ def extend_dataframe_with_heatmap( return None -def calculate_dyntar_columns(df: pd.DataFrame, inplace: bool = False) -> Optional[pd.DataFrame]: +def calculate_dyntar_columns(df: pd.DataFrame, inplace: bool = False) -> pd.DataFrame | None: """Calculate all columns required for the dynamic tariff analysis.""" if not inplace: df = df.copy() diff --git a/openenergyid/energysharing/data_formatting.py b/openenergyid/energysharing/data_formatting.py index c294c8d..5d75981 100644 --- a/openenergyid/energysharing/data_formatting.py +++ b/openenergyid/energysharing/data_formatting.py @@ -41,7 +41,6 @@ def create_multi_index_output_frame( df = pd.concat([net_injection, net_offtake, shared_energy], axis=1) - df = df.round(2) return df diff --git a/openenergyid/energysharing/main.py b/openenergyid/energysharing/main.py index e7d5e73..cabafd1 100644 --- a/openenergyid/energysharing/main.py +++ b/openenergyid/energysharing/main.py @@ -16,23 +16,24 @@ def _calculate(df: pd.DataFrame, method: CalculationMethod) -> pd.DataFrame: injections_to_share = [] rest = {} - for participant in df.columns.levels[1]: + for participant in df[GROSS_INJECTION].columns: injection_to_share = df[GROSS_INJECTION][participant].copy() + key = df[KEY].copy() if method == CalculationMethod.RELATIVE or method == CalculationMethod.OPTIMAL: # Set the key of the current participant to 0 # Re-normalize the keys for the other participants - key = df[KEY].copy() - key.loc[:, participant] = 0 - key = key.div(key.sum(axis=1), axis=0) - elif method == CalculationMethod.FIXED: - key = df[KEY].copy() + if participant in df[KEY].columns: + key.loc[:, participant] = 0 + key = key.div(key.sum(axis=1), axis=0) # Multiply injection_to_share with the key of each participant shared_by_participant = (injection_to_share * key.T).T shared_by_participant.fillna(0, inplace=True) + # Set the value for the current participant to 0 - shared_by_participant.loc[:, participant] = 0 + if participant in shared_by_participant.columns: + shared_by_participant.loc[:, participant] = 0 # Put the not shared injection in the rest rest[participant] = injection_to_share - shared_by_participant.sum(axis=1) @@ -51,7 +52,7 @@ def _calculate(df: pd.DataFrame, method: CalculationMethod) -> pd.DataFrame: net_offtake = df[GROSS_OFFTAKE] - max_allocated_injection # Sum all negative values into a column "Not Shared" - not_shared_after_assignment = net_offtake.clip(upper=0).sum(axis=1) * -1 + not_shared_after_assignment = net_offtake.clip(upper=0).sum(axis=1).abs() # Clip the values to 0 net_offtake = net_offtake.clip(lower=0) diff --git a/openenergyid/energysharing/models.py b/openenergyid/energysharing/models.py index d869d13..fa28457 100644 --- a/openenergyid/energysharing/models.py +++ b/openenergyid/energysharing/models.py @@ -34,7 +34,7 @@ class KeyInput(TimeDataFrame): def model_post_init(self, __context: Any) -> None: """Post-initialization validation.""" for row in self.data: - if round(sum(row), 6) != 1: + if round(sum(row), 3) != 1.0: raise ValueError("Each row must sum to 1.") return super().model_post_init(__context) diff --git a/openenergyid/models.py b/openenergyid/models.py index b343324..1486f5a 100644 --- a/openenergyid/models.py +++ b/openenergyid/models.py @@ -1,12 +1,9 @@ """Data models for the Open Energy ID.""" import datetime as dt -from typing import Optional, overload, Union +from typing import overload -try: - from typing import Self -except ImportError: - from typing_extensions import Self +from typing import Self import pandas as pd from pydantic import BaseModel @@ -18,11 +15,11 @@ class TimeSeriesBase(BaseModel): index: list[dt.datetime] @classmethod - def from_pandas(cls, data: Union[pd.Series, pd.DataFrame]) -> Self: + def from_pandas(cls, data: pd.Series | pd.DataFrame) -> Self: """Create from a Pandas Object.""" raise NotImplementedError - def to_pandas(self, timezone: str = "UTC") -> Union[pd.Series, pd.DataFrame]: + def to_pandas(self, timezone: str = "UTC") -> pd.Series | pd.DataFrame: """Convert to a Pandas Object.""" raise NotImplementedError @@ -34,7 +31,7 @@ def to_json(self, path: None = None, **kwargs) -> str: def to_json(self, path: str, **kwargs) -> None: """Dump to a JSON file.""" - def to_json(self, path: Optional[str] = None, **kwargs) -> Optional[str]: + def to_json(self, path: str | None = None, **kwargs) -> str | None: """Dump to a JSON string or file.""" if path is None: return self.model_dump_json(**kwargs) @@ -54,13 +51,13 @@ def from_json(cls, path: str, **kwargs) -> Self: """Load from a JSON file.""" @classmethod - def from_json(cls, string: Optional[str] = None, path: Optional[str] = None, **kwargs) -> Self: + def from_json(cls, string: str | None = None, path: str | None = None, **kwargs) -> Self: """Load from a JSON file or string.""" if string: return cls.model_validate_json(string, **kwargs) if path: encoding = kwargs.pop("encoding", "UTF-8") - with open(path, "r", encoding=encoding) as file: + with open(path, encoding=encoding) as file: return cls.model_validate_json(file.read(), **kwargs) raise ValueError("Either string or path must be provided.") @@ -68,7 +65,7 @@ def from_json(cls, string: Optional[str] = None, path: Optional[str] = None, **k class TimeSeries(TimeSeriesBase): """Time series data with a single column.""" - name: Union[str, None] = None + name: str | None = None data: list[float] @classmethod diff --git a/openenergyid/mvlr/models.py b/openenergyid/mvlr/models.py index bd067c7..2c7d370 100644 --- a/openenergyid/mvlr/models.py +++ b/openenergyid/mvlr/models.py @@ -1,5 +1,6 @@ """Models for multivariable linear regression.""" -from typing import Any, List, Optional + +from typing import Any import pandas as pd from pydantic import BaseModel, Field, ConfigDict @@ -45,7 +46,7 @@ class IndependentVariableInput(BaseModel): "If the name is `temperatureEquivalent`, " "it will be unpacked into columns according to the variants." ) - variants: Optional[list[str]] = Field( + variants: list[str] | None = Field( default=None, description="Variants of the `temperatureEquivalent` independent variable. " "Eg. `HDD_16.5` will be Heating Degree Days with a base temperature of 16.5°C, " @@ -62,7 +63,7 @@ class MultiVariableRegressionInput(BaseModel): """Multi-variable regression input.""" timezone: str = Field(alias="timeZone") - independent_variables: List[IndependentVariableInput] = Field( + independent_variables: list[IndependentVariableInput] = Field( alias="independentVariables", min_length=1 ) dependent_variable: str = Field(alias="dependentVariable") @@ -72,7 +73,7 @@ class MultiVariableRegressionInput(BaseModel): validation_parameters: ValidationParameters = Field( alias="validationParameters", default=ValidationParameters() ) - single_use_exog_prefixes: Optional[List[str]] = Field( + single_use_exog_prefixes: list[str] | None = Field( # default=["HDD", "CDD", "FDD"], default=None, alias="singleUseExogPrefixes", @@ -128,7 +129,7 @@ def data_frame(self) -> pd.DataFrame: return frame - def get_disallowed_negative_coefficients(self) -> List[str]: + def get_disallowed_negative_coefficients(self) -> list[str]: """Get independent variables that are not allowed to have a negative coefficient.""" result = [] for iv in self.independent_variables: # pylint: disable=not-an-iterable @@ -158,12 +159,10 @@ class IndependentVariableResult(BaseModel): name: str coef: float - t_stat: Optional[float] = Field(default=None, alias="tStat") - p_value: Optional[float] = Field(ge=0, le=1, default=None, alias="pValue") - std_err: Optional[float] = Field(default=None, alias="stdErr") - confidence_interval: Optional[ConfidenceInterval] = Field( - default=None, alias="confidenceInterval" - ) + t_stat: float | None = Field(default=None, alias="tStat") + p_value: float | None = Field(ge=0, le=1, default=None, alias="pValue") + std_err: float | None = Field(default=None, alias="stdErr") + confidence_interval: ConfidenceInterval | None = Field(default=None, alias="confidenceInterval") model_config = ConfigDict(populate_by_name=True) diff --git a/poetry.lock 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for energy analytics and simulations" readme = "README.md" -license = {file = "LICENSE"} +license = { file = "LICENSE" } keywords = ["energy", "analytics", "simulation"] classifiers = [ "Development Status :: 3 - Alpha", @@ -39,4 +37,29 @@ Repository = "https://github.com/EnergieID/OpenEnergyID" path = "openenergyid/__init__.py" [tool.ruff] -line-length = 100 \ No newline at end of file +line-length = 100 + +[tool.poetry] +name = "openenergyid" +version = "0.1.2" # You'll need to set this manually or use a different method for dynamic versioning +description = "Open Source Python library for energy analytics and simulations" +authors = [ + "Jan Pecinovsky ", + "Max Helskens ", + "Oscar Swyns ", +] +dependencies.python = "^3.10" +dependencies.numpy = "^2.0.0" +dependencies.patsy = "^0.5.6" +dependencies.statsmodels = "^0.14.2" +dependencies.pydantic = "^2.8.2" +dependencies.pandas = "^2.2.2" + +[tool.poetry.group.dev.dependencies] +matplotlib = "^3.9.1" +jupyter = "^1.0.0" +ipykernel = "^6.29.5" +seaborn = "^0.13.2" +pytest = "^8.3.2" +entsoe-py = "^0.6.8" +energyid = "^0.0.17" diff --git a/requirements-dev.txt b/requirements-dev.txt index 426ec75..7017ef5 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -1,3 +1,122 @@ -jupyter -ipykernel -matplotlib \ No newline at end of file +anyio==4.4.0 +appnope==0.1.4 +argon2-cffi-bindings==21.2.0 +argon2-cffi==23.1.0 +arrow==1.3.0 +asttokens==2.4.1 +async-lru==2.0.4 +attrs==23.2.0 +babel==2.15.0 +beautifulsoup4==4.12.3 +bleach==6.1.0 +certifi==2024.7.4 +cffi==1.16.0 +charset-normalizer==3.3.2 +colorama==0.4.6 +comm==0.2.2 +contourpy==1.2.1 +cycler==0.12.1 +debugpy==1.8.2 +decorator==5.1.1 +defusedxml==0.7.1 +energyid==0.0.17 +entsoe-py==0.6.8 +exceptiongroup==1.2.2 +executing==2.0.1 +fastjsonschema==2.20.0 +fonttools==4.53.1 +fqdn==1.5.1 +h11==0.14.0 +httpcore==1.0.5 +httpx==0.27.0 +idna==3.7 +iniconfig==2.0.0 +ipykernel==6.29.5 +ipython==8.26.0 +ipywidgets==8.1.3 +isoduration==20.11.0 +jedi==0.19.1 +jinja2==3.1.4 +json5==0.9.25 +jsonpointer==3.0.0 +jsonschema-specifications==2023.12.1 +jsonschema==4.23.0 +jsonschema[format-nongpl]==4.23.0 +jupyter-client==8.6.2 +jupyter-console==6.6.3 +jupyter-core==5.7.2 +jupyter-events==0.10.0 +jupyter-lsp==2.2.5 +jupyter-server-terminals==0.5.3 +jupyter-server==2.14.2 +jupyter==1.0.0 +jupyterlab-pygments==0.3.0 +jupyterlab-server==2.27.3 +jupyterlab-widgets==3.0.11 +jupyterlab==4.2.4 +kiwisolver==1.4.5 +markupsafe==2.1.5 +matplotlib-inline==0.1.7 +matplotlib==3.9.1 +mistune==3.0.2 +nbclient==0.10.0 +nbconvert==7.16.4 +nbformat==5.10.4 +nest-asyncio==1.6.0 +notebook-shim==0.2.4 +notebook==7.2.1 +numpy==2.0.0 +overrides==7.7.0 +packaging==24.1 +pandas==2.2.2 +pandocfilters==1.5.1 +parso==0.8.4 +pexpect==4.9.0 +pillow==10.4.0 +platformdirs==4.2.2 +pluggy==1.5.0 +prometheus-client==0.20.0 +prompt-toolkit==3.0.47 +psutil==6.0.0 +ptyprocess==0.7.0 +pure-eval==0.2.2 +pycparser==2.22 +pygments==2.18.0 +pyparsing==3.1.2 +pytest==8.3.2 +python-dateutil==2.9.0.post0 +python-json-logger==2.0.7 +pytz==2024.1 +pywin32==306 +pywinpty==2.0.13 +pyyaml==6.0.1 +pyzmq==26.0.3 +qtconsole==5.5.2 +qtpy==2.4.1 +referencing==0.35.1 +requests==2.32.3 +rfc3339-validator==0.1.4 +rfc3986-validator==0.1.1 +rpds-py==0.19.0 +seaborn==0.13.2 +send2trash==1.8.3 +setuptools==71.0.3 +six==1.16.0 +sniffio==1.3.1 +soupsieve==2.5 +stack-data==0.6.3 +terminado==0.18.1 +tinycss2==1.3.0 +tomli==2.0.1 +tornado==6.4.1 +traitlets==5.14.3 +types-python-dateutil==2.9.0.20240316 +typing-extensions==4.12.2 +tzdata==2024.1 +uri-template==1.3.0 +urllib3==2.2.2 +wcwidth==0.2.13 +webcolors==24.6.0 +webencodings==0.5.1 +websocket-client==1.8.0 +widgetsnbextension==4.0.11 diff --git a/requirements.txt b/requirements.txt index d714e3b..06b0cb0 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,14 @@ -pandas -statsmodels -pydantic \ No newline at end of file +annotated-types==0.7.0 +numpy==2.0.0 +packaging==24.1 +pandas==2.2.2 +patsy==0.5.6 +pydantic-core==2.20.1 +pydantic==2.8.2 +python-dateutil==2.9.0.post0 +pytz==2024.1 +scipy==1.14.0 +six==1.16.0 +statsmodels==0.14.2 +typing-extensions==4.12.2 +tzdata==2024.1 diff --git a/tests/nb.py b/tests/nb.py new file mode 100644 index 0000000..8d7ab74 --- /dev/null +++ b/tests/nb.py @@ -0,0 +1,38 @@ +import pytest +import nbformat +from nbconvert.preprocessors import ExecutePreprocessor +import os + + +def run_notebook(notebook_path): + with open(notebook_path) as f: + nb = nbformat.read(f, as_version=4) + + ep = ExecutePreprocessor(timeout=600, kernel_name="python3") + + try: + ep.preprocess(nb, {"metadata": {"path": os.path.dirname(notebook_path)}}) + return True + except Exception as e: + print(f"Error executing notebook {notebook_path}: {str(e)}") + return False + + +@pytest.mark.parametrize( + "notebook", + [ + "demo_capacity_analysis.ipynb", + "demo_dyntar_analysis.ipynb", + "demo_energiedelen.ipynb", + "demo_energyid_download.ipynb", + "demo_mvlr.ipynb", + "download_prices.ipynb", + ], +) +def test_notebooks(notebook): + notebook_path = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", notebook)) + assert run_notebook(notebook_path), f"Notebook {notebook} failed to execute" + + +if __name__ == "__main__": + pytest.main([__file__])