From 37a33406ce420bf88b34ebec35789779d9b1cb7e Mon Sep 17 00:00:00 2001 From: Vivek Verma Date: Thu, 29 Aug 2024 14:15:20 -0500 Subject: [PATCH] Add notebook to convert excel data dictionary to word --- ...-document-from-excel-data-dictionary.ipynb | 158 ++++++++++++++++++ reports/data_dictionary.docx | Bin 0 -> 62697 bytes 2 files changed, 158 insertions(+) create mode 100644 notebooks/make-word-document-from-excel-data-dictionary.ipynb create mode 100644 reports/data_dictionary.docx diff --git a/notebooks/make-word-document-from-excel-data-dictionary.ipynb b/notebooks/make-word-document-from-excel-data-dictionary.ipynb new file mode 100644 index 0000000..1812a20 --- /dev/null +++ b/notebooks/make-word-document-from-excel-data-dictionary.ipynb @@ -0,0 +1,158 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### This code converts the excel data dictionary into word document" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from docx import Document\n", + "from docx.shared import Pt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Inputs/Outputs" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "#Input filename\n", + "input_data_dictionary_excel = '../reports/data_dictionary.xlsx'\n", + "#Output filename\n", + "output_data_dicitionary_word = '../reports/data_dictionary.docx'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Data Loading" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load the Excel sheets into \n", + "df_fields = pd.read_excel(input_data_dictionary_excel, sheet_name='Pydantic Class Documentation')\n", + "df_enums = pd.read_excel(input_data_dictionary_excel, sheet_name='Enum Mappings')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Script/Method" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a new Word document\n", + "doc = Document()\n", + "doc.add_heading('Data Dictionary', 0)\n", + "\n", + "\n", + "# Loop through each row in the fields DataFrame\n", + "for index, row in df_fields.iterrows():\n", + " field_name = row['Field']\n", + " data_type = row['Data Type']\n", + " description = row['Description']\n", + " \n", + " # Skip rows where the Field (variable name) is blank\n", + " if pd.isna(field_name):\n", + " continue\n", + "\n", + " # Handle 'Data Model' differently\n", + " if data_type == 'Data Model':\n", + " doc.add_heading(f'Data Model: {field_name}', level=2)\n", + " doc.add_paragraph(f'Description: {description}')\n", + " else:\n", + " doc.add_heading(f'{field_name}', level=3)\n", + " doc.add_paragraph(f'Description: {description}')\n", + " doc.add_paragraph(f'Response Type: {data_type}')\n", + " \n", + " # Check if the data type is not int, str, bool, or float, and handle enums\n", + " if data_type not in ['int', 'str', 'bool', 'float']:\n", + " doc.add_paragraph('Response Options:')\n", + " \n", + " # Filter the enums for the specific Data Type\n", + " enum_rows = df_enums[df_enums['Enum'] == data_type]\n", + "\n", + " # Create a table for enum mappings/ response options if there are any\n", + " if not enum_rows.empty:\n", + " table = doc.add_table(rows=1, cols=2)\n", + " table.style = 'Table Grid'\n", + "\n", + " # Add header row\n", + " hdr_cells = table.rows[0].cells\n", + " hdr_cells[0].text = 'Code'\n", + " hdr_cells[1].text = 'Label'\n", + "\n", + " # Add enum mappings to the table\n", + " for _, enum_row in enum_rows.iterrows():\n", + " row_cells = table.add_row().cells\n", + " row_cells[0].text = str(enum_row['Codes'])\n", + " row_cells[1].text = str(enum_row['Labels'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Saving the document" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Save the document\n", + "doc.save(output_data_dicitionary_word)" + ] + } + ], + "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": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/reports/data_dictionary.docx b/reports/data_dictionary.docx new file mode 100644 index 0000000000000000000000000000000000000000..78d61ebdef0440a6fb5496d0bf22addb57c93afc GIT binary patch literal 62697 zcmcfoRajeH)W?e^xD?kyaf-W3km3}VqQ#3A_n?8|v}n;laCdiWp*X>%XmO_{NU^f> ze*4+-otyKVn{%_~KV!_fRx;*TYfbq@TMZSB6aWBV0VX_XjB9jDlGA_yz!(MqK!UWI 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