99 lines
1.9 KiB
Plaintext
99 lines
1.9 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "b9144326",
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"metadata": {},
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"source": [
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"### Calculate replacement values for live deployment"
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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": "2a7b60d6",
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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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"from pathlib import Path\n",
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"import yaml"
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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": "197cb8a6",
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"metadata": {},
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"outputs": [],
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"source": [
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"# TODO: insert path to database\n",
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"dataset_path = Path(r\"\")"
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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": "6cf26eb2",
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"metadata": {},
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"outputs": [],
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"source": [
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"df=pd.read_parquet(dataset_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": "f2c5679e",
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"metadata": {},
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"outputs": [],
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"source": [
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"pd.set_option(\"display.max_rows\", None)"
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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": "e88981b2",
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"metadata": {},
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"outputs": [],
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"source": [
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"\n",
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"# optional: your dataframe filtering code ...\n",
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"\n",
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"medians = df.median()\n",
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"median_dict = medians.to_dict()\n",
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"\n",
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"# Wrap in fallback key\n",
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"output = {'fallback': median_dict}\n",
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"\n",
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"# Save to YAML\n",
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"with open('config.yaml', 'w') as f:\n",
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" yaml.dump(output, f, default_flow_style=False, sort_keys=False)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "310",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.19"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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