SIENTIAPDE-1478 Update tests.ipynb to adjust execution counts and enhance plotting limits - Modified execution counts for code cells to ensure consistency. - Updated plotting limits to account for both actual values and predictions, improving data visualization accuracy.
939 lines
476 KiB
Plaintext
939 lines
476 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "b10e5c25",
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"import numpy as np\n",
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"\n",
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"# Set random seed for reproducibility\n",
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"rng = np.random.default_rng(42)\n",
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"\n",
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"# Generate random walks starting at 0\n",
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"counter = np.zeros(300)\n",
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"rollout = np.zeros(300)\n",
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"\n",
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"# Generate random steps between -1 and 1\n",
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"counter_steps = rng.uniform(-1, 1, 299)\n",
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"rollout_steps = rng.uniform(-1, 1, 299)\n",
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"\n",
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"print(counter_steps)\n",
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"print(rollout_steps)\n",
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"\n",
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"# Calculate cumulative sum and scale to -100 to 100 range\n",
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"for i in range(1, 300):\n",
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" counter[i] = counter[i-1] + counter_steps[i-1]\n",
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" rollout[i] = rollout[i-1] + rollout_steps[i-1]\n",
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"\n",
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"# normalize values between -100 and 100, lowest value is -100, highest value is 100\n",
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"counter = (counter - min(counter)) / (max(counter) - min(counter)) * 200 - 100\n",
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"rollout = (rollout - min(rollout)) / (max(rollout) - min(rollout)) * 200 - 100\n",
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"\n",
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"# Create DataFrame\n",
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"df = pd.DataFrame({\n",
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" 'Counter': counter,\n",
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" 'Rollout': rollout,\n",
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" 'CounterPlusRollout': counter + rollout\n",
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"})\n",
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"\n",
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"# add a timestamp column\n",
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"df['Timestamp'] = pd.date_range(start='2025-01-01', periods=300, freq='1s')\n",
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"\n",
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"# Save to CSV\n",
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"df.to_csv('random_walks.csv', index=False)\n",
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"\n",
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"# Display first few rows\n",
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"print(df.head())\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "c61be7ab",
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"import numpy as np\n",
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"\n",
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"# Set random seed for reproducibility\n",
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"rng = np.random.default_rng(42)\n",
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"\n",
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"size = 50\n",
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"\n",
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"# Generate random walks starting at 0\n",
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"counter = np.zeros(size)\n",
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"rollout = np.zeros(size)\n",
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"square = np.zeros(size)\n",
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"\n",
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"# Generate random steps between -1 and 1\n",
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"counter_steps = rng.uniform(-1, 1, size-1)\n",
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"rollout_steps = rng.uniform(-1, 1, size-1)\n",
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"square_steps = rng.uniform(-1, 1, size-1)\n",
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"\n",
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"print(counter_steps)\n",
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"print(rollout_steps)\n",
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"\n",
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"# Calculate cumulative sum and scale to -100 to 100 range\n",
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"for i in range(1, size):\n",
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" counter[i] = counter[i-1] + counter_steps[i-1]\n",
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" rollout[i] = rollout[i-1] + rollout_steps[i-1]\n",
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" square[i] = square[i-1] + square_steps[i-1]\n",
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"\n",
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"# normalize values between -100 and 100, lowest value is -100, highest value is 100\n",
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"counter = (counter - min(counter)) / (max(counter) - min(counter)) * 200 - 100\n",
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"rollout = (rollout - min(rollout)) / (max(rollout) - min(rollout)) * 200 - 100\n",
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"square = (square - min(square)) / (max(square) - min(square)) * 200 - 100\n",
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"\n",
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"# Create DataFrame\n",
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"df = pd.DataFrame({\n",
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" 'Counter': counter,\n",
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" 'Rollout': rollout,\n",
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" 'Square': square\n",
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"})\n",
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"\n",
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"# add a timestamp column\n",
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"df['Timestamp'] = pd.date_range(start='2025-01-01', periods=size, freq='5s')\n",
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"\n",
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"# Save to CSV\n",
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"df.to_csv('random_walks_demo.csv', index=False)\n",
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"\n",
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"# Display first few rows\n",
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"print(df.head())\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "e7c8eeb1",
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"metadata": {},
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"outputs": [],
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"source": [
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"from pandas import DataFrame\n",
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"\n",
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"a = DataFrame({\n",
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" \"a\": {\"2025-01-01\": 1, \"2025-01-02\": 2, \"2025-01-03\": 3},\n",
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" \"b\": {\"2025-01-01\": 4, \"2025-01-02\": 5, \"2025-01-03\": 6},\n",
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"})\n",
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"\n",
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"a.index.name = \"timestamp\"\n",
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"\n",
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"display(a)\n",
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"\n",
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"print(\"a\" in a.columns)\n",
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"\n",
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"b = a.tail(1)\n",
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"\n",
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"display(b)\n",
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"\n",
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"print(len(a))\n",
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"print(len(b))\n",
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"print(b.size)\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "f3374174",
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"metadata": {},
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"outputs": [],
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"source": [
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"from pandas import DataFrame\n",
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"\n",
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"data = DataFrame({\n",
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" \"a\": {\"2025-01-01\": 1, \"2025-01-02\": 2, \"2025-01-03\": 3},\n",
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" \"b\": {\"2025-01-01\": 4, \"2025-01-02\": 5, \"2025-01-03\": 6},\n",
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"})\n",
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"\n",
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"index = data.index\n",
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"\n",
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"# Get type of first element of index\n",
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"index_type = type(index[0])\n",
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"\n",
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"print(index_type)\n",
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"\n",
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"# Check if all in index are of the same type\n",
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"if all(isinstance(i, index_type) for i in index):\n",
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" print(\"All elements in index are of the same type\")\n",
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"else:\n",
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" print(\"Elements in index are of different types\")\n",
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"\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "40e72c60",
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"metadata": {},
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"outputs": [],
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"source": []
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "1fbb3788",
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"metadata": {},
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"outputs": [],
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"source": [
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"from unittest.mock import MagicMock\n",
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"from asyncua.ua.uaerrors import BadAlreadyExists\n",
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"\n",
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"mock1 = MagicMock(\n",
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" side_effect = Exception(\"test\")\n",
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")\n",
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"\n",
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"mock2 = MagicMock(\n",
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" side_effect = BadAlreadyExists(\"test\")\n",
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")\n",
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"\n",
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"try:\n",
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" mock1()\n",
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"except ValueError as e:\n",
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" try:\n",
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" mock2()\n",
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" except BadAlreadyExists as e:\n",
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" print(e)\n",
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"except Exception as e:\n",
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" print(e)\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "771ab4ee",
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"metadata": {},
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"outputs": [],
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"source": [
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"from pandas import DataFrame, merge\n",
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"\n",
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"retrain_dataset = DataFrame({\n",
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" 'a': {'2025-01-01': 1, '2025-01-02': 2, '2025-01-03': 3},\n",
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" 'b': {'2025-01-01': 4, '2025-01-02': 5, '2025-01-03': 6},\n",
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" 'c': {'2025-01-01': 7, '2025-01-02': 8, '2025-01-03': 9},\n",
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"})\n",
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"\n",
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"prediction_data = DataFrame({\n",
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" 'prediction': {'1': 1, '2': 2, '3': 3},\n",
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"})\n",
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"\n",
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"prediction_data.index = retrain_dataset.index\n",
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"\n",
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"prediction_data = merge(\n",
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" retrain_dataset, prediction_data, left_index=True, right_index=True, how='left')\n",
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"\n",
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"prediction_data.rename(columns={'c': 'target'}, inplace=True)\n",
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"\n",
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"prediction_data['timestamp'] = prediction_data.index\n",
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"\n",
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"prediction_data.reset_index(drop=True, inplace=True)\n",
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"\n",
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"display(prediction_data)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "486b95b3",
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"metadata": {},
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"outputs": [],
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"source": [
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"from pandas import DataFrame\n",
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"\n",
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"data = DataFrame()\n",
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"\n",
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"display(data.to_dict(orient='records'))\n",
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"\n",
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"data = DataFrame({\n",
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" \"a\": {\"2025-01-01\": 1, \"2025-01-02\": 2, \"2025-01-03\": 3},\n",
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" \"b\": {\"2025-01-01\": 4, \"2025-01-02\": 5, \"2025-01-03\": 6},\n",
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"})\n",
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"\n",
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"display(data)\n",
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"\n",
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"data_list = data.to_dict('split')\n",
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"\n",
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"display(data_list)\n",
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"\n",
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"data_rec = DataFrame.from_dict(data_list, orient='index')\n",
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"\n",
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"display(data_rec)\n",
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"\n",
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"data.shape[0]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "d67d551f",
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import shutil\n",
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"import mlflow\n",
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"from mlflow.tracking import MlflowClient\n",
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"from rich.console import Console\n",
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"import sys\n",
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"\n",
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"if \"src\" not in sys.path:\n",
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" sys.path.insert(0, \"src\")\n",
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"\n",
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"console = Console()\n",
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"\n",
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"os.environ[\"MLFLOW_TRACKING_URI\"] = \"http://localhost:35785/\"\n",
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"os.environ[\"MLFLOW_TRACKING_USERNAME\"] = \"aignosi\"\n",
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"os.environ[\"MLFLOW_TRACKING_PASSWORD\"] = \"1L0FP50j3ncp123\"\n",
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"\n",
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"client = MlflowClient()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "98bdd6af",
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"metadata": {},
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"outputs": [],
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"source": [
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"from pandas import DataFrame, read_json\n",
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"\n",
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"# Load from data file (json)\n",
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"data = read_json('data.json')\n",
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"\n",
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"column_order = [\n",
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" 'CI-J3J01S1', 'CI-J3P01T1A', 'CI-J3P03S1', 'CI-W3A05F1',\n",
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" 'CI-W3A50A1', 'CI-W3A50A2', 'CI-W3A50A3', 'CI-W3A50P1', 'CI-W3A50T1',\n",
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" 'CI-W3A55P1', 'CI-W3A55T1', 'CI-W3A65_Cl', 'CI-W3A65_SO3', 'CI-W3A71P1',\n",
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" 'CI-W3A71P2', 'CI-W3A71P3', 'CI-W3E01F1', 'CI-W3K01S1', 'CI-W3K01T1',\n",
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" 'CI-W3K01T2', 'CI-W3K01T4', 'CI-W3K14P1', 'CI-W3P17S1', 'CI-W3V04P1',\n",
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" 'CI-W3V04P3', 'CI-W3V21F1', 'CI-W3V21P1', 'CI-W3V30F1', 'CI-W3V33P1',\n",
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" 'CI-W3W01G1', 'CI-W3W01P1', 'CI-W3W01P2', 'CI-W3W03I1', 'CI-W3W03S1',\n",
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" 'CI-W3_C3S', 'CI-W3_CAO', 'CI-W3_MA', 'CI-W3_MS', 'CI-W3_PL']\n",
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"\n",
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"ordered_data = data[column_order]\n",
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"\n",
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"display(ordered_data.head(3))\n",
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"display(data.head(3))\n",
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"\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "d7e73c30",
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"metadata": {},
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"outputs": [],
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"source": [
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"import mlflow\n",
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"\n",
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"model_name = \"vcm-o2-vanilla-ice\"\n",
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"\n",
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"model = mlflow.pyfunc.load_model(f'models:/{model_name}/production')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "4e5bae06",
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"metadata": {},
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"outputs": [],
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"source": [
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"model.predict(ordered_data)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "cd1bfaa0",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Download pkl file from mlflow\n",
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"model_uri = f'models:/{model_name}/production'\n",
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"model_path = mlflow.artifacts.download_artifacts(model_uri, dst_path='./backup-model')\n",
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"\n",
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"print(model_path)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "0ef9c913",
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"metadata": {},
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"outputs": [],
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"source": [
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"file_path = f'{model_path}/artifacts/xgboost_model.pkl'\n",
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"\n",
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"# Verificar os primeiros bytes do arquivo\n",
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"with open(file_path, 'rb') as f:\n",
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" first_bytes = f.read(10)\n",
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" print(first_bytes)"
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]
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},
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{
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"cell_type": "code",
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||
"execution_count": 4,
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"id": "6bbb8cf7",
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||
"metadata": {},
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||
"outputs": [],
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"source": [
|
||
"from pandas import DataFrame, to_datetime\n",
|
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"from pandas import DataFrame, to_datetime\n",
|
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"from sientia_do.temporal.activities.postgres import Postgres\n",
|
||
"from unittest.mock import MagicMock, AsyncMock\n",
|
||
"import matplotlib.pyplot as plt\n",
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"\n",
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"postgres = Postgres(\n",
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" host=\"localhost\",\n",
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" port=5432,\n",
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" dbname=\"sientia\",\n",
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" user=\"sientia\",\n",
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" password=\"sientia\",\n",
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" min_connections=1,\n",
|
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" max_connections=10,\n",
|
||
" logger=MagicMock(),\n",
|
||
" notification_handler=MagicMock(),\n",
|
||
" metrics_controller=AsyncMock()\n",
|
||
")\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 2,
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||
"id": "74378ac4",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"from pandas import DataFrame, merge\n",
|
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"\n",
|
||
"async def load_data(period_hours, model_id, variable):\n",
|
||
" query = f\"\"\"\n",
|
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" select p.prediction, ld.variable, ld.value, p.\"timestamp\" from sientia_data.predictions p\n",
|
||
" join sientia_data.laborious_data ld on p.\"timestamp\" = ld.\"timestamp\"\n",
|
||
" where p.model_id = '{model_id}' and variable in ('{variable}', 'CI-W3X21IN')\n",
|
||
" and ld.model_id = '4' and p.\"timestamp\" >= NOW() - INTERVAL '{period_hours} HOUR'\n",
|
||
" order by p.created_at;\n",
|
||
" \"\"\"\n",
|
||
"\n",
|
||
" data = DataFrame(await postgres.load_custom_query(\n",
|
||
" {\n",
|
||
" \"query\": query,\n",
|
||
" \"metadata\": {},\n",
|
||
" \"datetime_columns\": [\"timestamp\"],\n",
|
||
" }\n",
|
||
" ))\n",
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"\n",
|
||
" data.sort_values(by='timestamp', inplace=True)\n",
|
||
"\n",
|
||
" # print(data.head())\n",
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"\n",
|
||
" data.drop_duplicates(subset=['timestamp', 'prediction', 'variable'], inplace=True, keep='first')\n",
|
||
"\n",
|
||
" data = data.pivot(index=['timestamp', 'prediction'], columns='variable', values='value').reset_index()\n",
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"\n",
|
||
" # print(data.head())\n",
|
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"\n",
|
||
" data.rename(columns={variable: 'value', 'CI-W3X21IN': 'sensor_in'}, inplace=True)\n",
|
||
"\n",
|
||
" data.sort_values(by='timestamp', inplace=True)\n",
|
||
"\n",
|
||
" data['timestamp'] = to_datetime(data['timestamp'])\n",
|
||
"\n",
|
||
" return data\n",
|
||
"\n",
|
||
"async def load_transformed_data(period_hours, model_id, variable):\n",
|
||
" query = f\"\"\"\n",
|
||
" WITH original_data AS (\n",
|
||
" SELECT * \n",
|
||
" FROM sientia_data.laborious_data \n",
|
||
" WHERE model_id = '4' \n",
|
||
" AND \\\"timestamp\\\" >= NOW() - INTERVAL '{period_hours} hours'\n",
|
||
" AND variable in ('{variable}', 'CI-W3X21IN')\n",
|
||
" ),\n",
|
||
" ci1_with_prev AS (\n",
|
||
" SELECT \n",
|
||
" *,\n",
|
||
" (\n",
|
||
" SELECT value\n",
|
||
" FROM sientia_data.laborious_data\n",
|
||
" WHERE model_id = '4' \n",
|
||
" AND variable = '{variable}'\n",
|
||
" AND \\\"timestamp\\\" < od.\\\"timestamp\\\"\n",
|
||
" ORDER BY \\\"timestamp\\\" DESC\n",
|
||
" LIMIT 1\n",
|
||
" ) as prev_value\n",
|
||
" FROM original_data od\n",
|
||
" WHERE variable = '{variable}'\n",
|
||
" ),\n",
|
||
" ci1_with_predictions AS (\n",
|
||
" SELECT \n",
|
||
" ci.*,\n",
|
||
" p.prediction as current_prediction,\n",
|
||
" (\n",
|
||
" SELECT prediction\n",
|
||
" FROM sientia_data.predictions\n",
|
||
" WHERE model_id = '{model_id}'\n",
|
||
" AND \\\"timestamp\\\" < ci.\\\"timestamp\\\"\n",
|
||
" ORDER BY \\\"timestamp\\\" DESC\n",
|
||
" LIMIT 1\n",
|
||
" ) as prev_prediction\n",
|
||
" FROM ci1_with_prev ci\n",
|
||
" LEFT JOIN sientia_data.predictions p \n",
|
||
" ON p.model_id = '{model_id}' \n",
|
||
" AND p.\\\"timestamp\\\" = ci.\\\"timestamp\\\"\n",
|
||
" )\n",
|
||
" SELECT * \n",
|
||
" FROM original_data\n",
|
||
" UNION ALL\n",
|
||
" SELECT\n",
|
||
" model_id,\n",
|
||
" variable || '_AR' as variable,\n",
|
||
" COALESCE(prev_value, 0) as value,\n",
|
||
" \\\"timestamp\\\",\n",
|
||
" created_at\n",
|
||
" FROM ci1_with_prev\n",
|
||
" UNION ALL\n",
|
||
" SELECT\n",
|
||
" model_id,\n",
|
||
" variable || '_PRa' as variable,\n",
|
||
" COALESCE(current_prediction, 0) as value,\n",
|
||
" \\\"timestamp\\\",\n",
|
||
" created_at\n",
|
||
" FROM ci1_with_predictions\n",
|
||
" UNION ALL\n",
|
||
" SELECT\n",
|
||
" model_id,\n",
|
||
" variable || '_PR' as variable,\n",
|
||
" COALESCE(prev_prediction, 0) as value,\n",
|
||
" \\\"timestamp\\\",\n",
|
||
" created_at\n",
|
||
" FROM ci1_with_predictions\n",
|
||
" ORDER BY \\\"timestamp\\\" DESC, variable;\n",
|
||
"\n",
|
||
" \"\"\"\n",
|
||
"\n",
|
||
" data = DataFrame(await postgres.load_custom_query(\n",
|
||
" {\n",
|
||
" \"query\": query,\n",
|
||
" \"metadata\": {},\n",
|
||
" \"datetime_columns\": [\"timestamp\"],\n",
|
||
" }\n",
|
||
" ))\n",
|
||
"\n",
|
||
" data.sort_values(by='timestamp', inplace=True)\n",
|
||
"\n",
|
||
" data.drop_duplicates(subset=['timestamp', 'variable'], inplace=True, keep='first')\n",
|
||
"\n",
|
||
" data = data.pivot(index=['timestamp'], columns='variable', values='value').reset_index()\n",
|
||
"\n",
|
||
" data.rename(columns={\n",
|
||
" 'CI-W3X21IN': 'sensor_in',\n",
|
||
" variable: 'current_value',\n",
|
||
" variable + '_AR': 'previous_value',\n",
|
||
" variable + '_PRa': 'current_prediction',\n",
|
||
" variable + '_PR': 'previous_prediction'\n",
|
||
" }, inplace=True)\n",
|
||
"\n",
|
||
"\n",
|
||
" query_transformed = f\"\"\"\n",
|
||
" select td.\"timestamp\", td.value, td.variable from sientia_data.transformed_data td\n",
|
||
" where\n",
|
||
" td.model_id = '{model_id}' and\n",
|
||
" td.variable = '{variable}_AR' and\n",
|
||
" td.\"timestamp\" >= NOW() - INTERVAL '{period_hours} hours';\n",
|
||
" \"\"\"\n",
|
||
"\n",
|
||
" transformed_data = DataFrame(await postgres.load_custom_query(\n",
|
||
" {\n",
|
||
" \"query\": query_transformed,\n",
|
||
" \"metadata\": {},\n",
|
||
" \"datetime_columns\": [\"timestamp\"],\n",
|
||
" }\n",
|
||
" ))\n",
|
||
"\n",
|
||
" transformed_data.sort_values(by='timestamp', inplace=True)\n",
|
||
"\n",
|
||
" transformed_data.drop_duplicates(subset=['timestamp', 'variable'], inplace=True, keep='first')\n",
|
||
"\n",
|
||
" transformed_data = transformed_data.pivot(index=['timestamp'], columns='variable', values='value').reset_index()\n",
|
||
"\n",
|
||
" transformed_data.rename(columns={variable + '_AR': 'selected_value'}, inplace=True)\n",
|
||
"\n",
|
||
" data = merge(\n",
|
||
" data,\n",
|
||
" transformed_data,\n",
|
||
" left_on='timestamp',\n",
|
||
" right_on='timestamp',\n",
|
||
" how='left'\n",
|
||
" )\n",
|
||
"\n",
|
||
"\n",
|
||
" data['timestamp'] = to_datetime(data['timestamp'])\n",
|
||
"\n",
|
||
" return data\n",
|
||
"\n",
|
||
"# display(await load_transformed_data(1, '4', 'CI-W3W01A3'))\n",
|
||
"\n",
|
||
"def plot_data(data: dict[str, DataFrame]):\n",
|
||
" size = len(data)\n",
|
||
"\n",
|
||
" plt.figure(figsize=(10, size * 5))\n",
|
||
"\n",
|
||
" i = 1\n",
|
||
"\n",
|
||
" print(f\"Plotting {size} plots\")\n",
|
||
"\n",
|
||
" for title, df in data.items():\n",
|
||
" print(f\"Plotting {i}: {title}\")\n",
|
||
"\n",
|
||
" # Eixo principal (esquerdo)\n",
|
||
" ax1 = plt.subplot(size, 1, i)\n",
|
||
"\n",
|
||
" l1, = ax1.plot(df['timestamp'], df['value'], label=\"real\")\n",
|
||
" l2, = ax1.plot(df['timestamp'], df['prediction'], label=\"prediction\")\n",
|
||
" ax1.set_ylabel(\"value / prediction\")\n",
|
||
"\n",
|
||
" ax1.set_title(title)\n",
|
||
" ax1.set_xlim(\n",
|
||
" df['timestamp'].min(),\n",
|
||
" df['timestamp'].max()\n",
|
||
" )\n",
|
||
" ax1.set_ylim(\n",
|
||
" min(df['value'].min(), df['prediction'].min()),\n",
|
||
" max(df['value'].max(), df['prediction'].max())\n",
|
||
" )\n",
|
||
"\n",
|
||
" # Eixo secundário (direito) SOMENTE para sensor_in\n",
|
||
" ax2 = ax1.twinx()\n",
|
||
" l3, = ax2.plot(df['timestamp'], df['sensor_in'], label=\"sensor_in\", color='black')\n",
|
||
" ax2.set_ylabel(\"sensor_in\")\n",
|
||
"\n",
|
||
" # Legenda combinada\n",
|
||
" ax1.legend(\n",
|
||
" handles=[l1, l2, l3],\n",
|
||
" loc=\"upper left\"\n",
|
||
" )\n",
|
||
"\n",
|
||
" i += 1\n",
|
||
"\n",
|
||
" plt.tight_layout()\n",
|
||
" plt.show()\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"id": "46340afd",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"/home/grezewave/Documents/projects/sientia/sientia-dataops-laborious_temporal/venv/lib/python3.11/site-packages/sientia_do/observability/sientia_monitoring.py:80: RuntimeWarning: coroutine 'AsyncMockMixin._execute_mock_call' was never awaited\n",
|
||
" self.metrics_controller.start()\n",
|
||
"RuntimeWarning: Enable tracemalloc to get the object allocation traceback\n",
|
||
"/home/grezewave/Documents/projects/sientia/sientia-dataops-laborious_temporal/venv/lib/python3.11/site-packages/sientia_do/observability/sientia_monitoring.py:80: RuntimeWarning: coroutine 'AsyncMockMixin._execute_mock_call' was never awaited\n",
|
||
" self.metrics_controller.start()\n",
|
||
"RuntimeWarning: Enable tracemalloc to get the object allocation traceback\n",
|
||
"/home/grezewave/Documents/projects/sientia/sientia-dataops-laborious_temporal/venv/lib/python3.11/site-packages/sientia_do/observability/sientia_monitoring.py:80: RuntimeWarning: coroutine 'AsyncMockMixin._execute_mock_call' was never awaited\n",
|
||
" self.metrics_controller.start()\n",
|
||
"RuntimeWarning: Enable tracemalloc to get the object allocation traceback\n"
|
||
]
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Plotting 3 plots\n",
|
||
"Plotting 1: NOx\n",
|
||
"Plotting 2: CO\n",
|
||
"Plotting 3: O2\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 1000x1500 with 6 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"period_hours = 4\n",
|
||
"\n",
|
||
"plot_data({\n",
|
||
" 'NOx': await load_data(period_hours, '4', 'CI-W3W01A3'),\n",
|
||
" 'CO': await load_data(period_hours, '8', 'CI-W3W01A1'),\n",
|
||
" 'O2': await load_data(period_hours, '5', 'CI-W3W01A2')\n",
|
||
"})"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"id": "6137c2f7",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"/home/grezewave/Documents/projects/sientia/sientia-dataops-laborious_temporal/venv/lib/python3.11/site-packages/sientia_do/observability/sientia_monitoring.py:80: RuntimeWarning: coroutine 'AsyncMockMixin._execute_mock_call' was never awaited\n",
|
||
" self.metrics_controller.start()\n",
|
||
"RuntimeWarning: Enable tracemalloc to get the object allocation traceback\n",
|
||
"/home/grezewave/Documents/projects/sientia/sientia-dataops-laborious_temporal/venv/lib/python3.11/site-packages/sientia_do/observability/sientia_monitoring.py:80: RuntimeWarning: coroutine 'AsyncMockMixin._execute_mock_call' was never awaited\n",
|
||
" self.metrics_controller.start()\n",
|
||
"RuntimeWarning: Enable tracemalloc to get the object allocation traceback\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
||
" vertical-align: middle;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe tbody tr th {\n",
|
||
" vertical-align: top;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe thead th {\n",
|
||
" text-align: right;\n",
|
||
" }\n",
|
||
"</style>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th>variable</th>\n",
|
||
" <th>timestamp</th>\n",
|
||
" <th>current_value</th>\n",
|
||
" <th>previous_value</th>\n",
|
||
" <th>previous_prediction</th>\n",
|
||
" <th>current_prediction</th>\n",
|
||
" <th>sensor_in</th>\n",
|
||
" <th>selected_value</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>2026-01-27 07:40:59+00:00</td>\n",
|
||
" <td>529.374900</td>\n",
|
||
" <td>524.902649</td>\n",
|
||
" <td>523.069031</td>\n",
|
||
" <td>508.560547</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>524.902649</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>2026-01-27 07:41:29+00:00</td>\n",
|
||
" <td>585.815900</td>\n",
|
||
" <td>529.374900</td>\n",
|
||
" <td>508.560547</td>\n",
|
||
" <td>513.411316</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>529.374900</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>2026-01-27 07:41:59+00:00</td>\n",
|
||
" <td>624.189453</td>\n",
|
||
" <td>585.815900</td>\n",
|
||
" <td>513.411316</td>\n",
|
||
" <td>560.666199</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>585.815900</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>2026-01-27 07:42:29+00:00</td>\n",
|
||
" <td>617.834000</td>\n",
|
||
" <td>624.189453</td>\n",
|
||
" <td>560.666199</td>\n",
|
||
" <td>599.810730</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>624.189453</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>2026-01-27 07:42:59+00:00</td>\n",
|
||
" <td>575.486450</td>\n",
|
||
" <td>617.834000</td>\n",
|
||
" <td>599.810730</td>\n",
|
||
" <td>591.314636</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>617.834000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>307</th>\n",
|
||
" <td>2026-01-27 10:33:59+00:00</td>\n",
|
||
" <td>710.051900</td>\n",
|
||
" <td>793.385254</td>\n",
|
||
" <td>688.647400</td>\n",
|
||
" <td>744.022705</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>793.385254</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>308</th>\n",
|
||
" <td>2026-01-27 10:35:29+00:00</td>\n",
|
||
" <td>763.943000</td>\n",
|
||
" <td>710.051900</td>\n",
|
||
" <td>744.022705</td>\n",
|
||
" <td>0.000000</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>309</th>\n",
|
||
" <td>2026-01-27 10:35:59+00:00</td>\n",
|
||
" <td>710.051900</td>\n",
|
||
" <td>763.943000</td>\n",
|
||
" <td>744.022705</td>\n",
|
||
" <td>716.596924</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>763.943000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>310</th>\n",
|
||
" <td>2026-01-27 10:36:29+00:00</td>\n",
|
||
" <td>705.572100</td>\n",
|
||
" <td>710.051900</td>\n",
|
||
" <td>716.596924</td>\n",
|
||
" <td>672.262878</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>710.051900</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>311</th>\n",
|
||
" <td>2026-01-27 10:37:59+00:00</td>\n",
|
||
" <td>766.472168</td>\n",
|
||
" <td>705.572100</td>\n",
|
||
" <td>672.262878</td>\n",
|
||
" <td>672.257629</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>705.572100</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>312 rows × 7 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
"variable timestamp current_value previous_value \\\n",
|
||
"0 2026-01-27 07:40:59+00:00 529.374900 524.902649 \n",
|
||
"1 2026-01-27 07:41:29+00:00 585.815900 529.374900 \n",
|
||
"2 2026-01-27 07:41:59+00:00 624.189453 585.815900 \n",
|
||
"3 2026-01-27 07:42:29+00:00 617.834000 624.189453 \n",
|
||
"4 2026-01-27 07:42:59+00:00 575.486450 617.834000 \n",
|
||
".. ... ... ... \n",
|
||
"307 2026-01-27 10:33:59+00:00 710.051900 793.385254 \n",
|
||
"308 2026-01-27 10:35:29+00:00 763.943000 710.051900 \n",
|
||
"309 2026-01-27 10:35:59+00:00 710.051900 763.943000 \n",
|
||
"310 2026-01-27 10:36:29+00:00 705.572100 710.051900 \n",
|
||
"311 2026-01-27 10:37:59+00:00 766.472168 705.572100 \n",
|
||
"\n",
|
||
"variable previous_prediction current_prediction sensor_in selected_value \n",
|
||
"0 523.069031 508.560547 1.0 524.902649 \n",
|
||
"1 508.560547 513.411316 1.0 529.374900 \n",
|
||
"2 513.411316 560.666199 1.0 585.815900 \n",
|
||
"3 560.666199 599.810730 1.0 624.189453 \n",
|
||
"4 599.810730 591.314636 1.0 617.834000 \n",
|
||
".. ... ... ... ... \n",
|
||
"307 688.647400 744.022705 1.0 793.385254 \n",
|
||
"308 744.022705 0.000000 1.0 NaN \n",
|
||
"309 744.022705 716.596924 1.0 763.943000 \n",
|
||
"310 716.596924 672.262878 1.0 710.051900 \n",
|
||
"311 672.262878 672.257629 1.0 705.572100 \n",
|
||
"\n",
|
||
"[312 rows x 7 columns]"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"transformed_data = await load_transformed_data(4, '4', 'CI-W3W01A3')\n",
|
||
"\n",
|
||
"display(transformed_data)\n",
|
||
"\n",
|
||
"ax1 = plt.subplot(1, 1, 1)\n",
|
||
"l1, = ax1.plot(transformed_data['timestamp'], transformed_data['previous_value'])\n",
|
||
"l2, = ax1.plot(transformed_data['timestamp'], transformed_data['previous_prediction'])\n",
|
||
"l3, = ax1.plot(transformed_data['timestamp'], transformed_data['selected_value'])\n",
|
||
"\n",
|
||
"ax1.set_xlim(\n",
|
||
" transformed_data['timestamp'].min(),\n",
|
||
" transformed_data['timestamp'].max()\n",
|
||
")\n",
|
||
"\n",
|
||
"ax1.set_ylim(\n",
|
||
" transformed_data['previous_value'].min(),\n",
|
||
" transformed_data['previous_value'].max()\n",
|
||
")\n",
|
||
"\n",
|
||
"ax2 = ax1.twinx()\n",
|
||
"l3, = ax2.plot(transformed_data['timestamp'], transformed_data['sensor_in'])\n",
|
||
"ax2.set_ylabel(\"sensor_in\")\n",
|
||
"\n",
|
||
"ax1.legend([l1, l2, l3], ['previous_value', 'previous_prediction', 'sensor_in'])\n",
|
||
"\n",
|
||
"plt.show()\n"
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "venv",
|
||
"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": "3.11.14"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|