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Add Basic data structures chapter and create two notebooks for series…
… and data frames
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,92 @@ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "4a699447-f6c2-4385-a32e-4db8f5202d01", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "<div style=\"text-align:center;font-size:22pt; font-weight:bold;color:white;border:solid black 1.5pt;background-color:#1e7263;\">\n", | ||
| " Basic Data Structures with Polars <br> \n", | ||
| " Series\n", | ||
| "</div>" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 1, | ||
| "id": "c34b1ebb-1849-4b6c-bbd4-a66919a78008", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# ============================================================\n", | ||
| "# =\n", | ||
| "# Title: Basic Data Structures with Polars =\n", | ||
| "# Series =\n", | ||
| "# --------------------------------- =\n", | ||
| "# =\n", | ||
| "# Author: Dr. Saad Laouadi =\n", | ||
| "# =\n", | ||
| "# Copyright: Dr. Saad Laouadi =\n", | ||
| "# ============================================================\n", | ||
| "# =\n", | ||
| "# LICENSE =\n", | ||
| "# ---------------------- =\n", | ||
| "# =\n", | ||
| "# This material is intended for educational =\n", | ||
| "# purposes only and may not be used directly in =\n", | ||
| "# courses, video recordings, or similar =\n", | ||
| "# without prior consent from the author. =\n", | ||
| "# When using or referencing this material, =\n", | ||
| "# proper credit must be attributed to the =\n", | ||
| "# author. =\n", | ||
| "# ============================================================" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 3, | ||
| "id": "7a9be308-bfec-44e1-b2f6-14187eba305e", | ||
| "metadata": { | ||
| "tags": [] | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# Environment Setup\n", | ||
| "import sys\n", | ||
| "sys.path.append('../../scripts/') \n", | ||
| "\n", | ||
| "# import the working libraries\n", | ||
| "from importlibs import *" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "889cdc44-6fd2-4ea6-97a9-e63040f3aca6", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "PolarsEnv", | ||
| "language": "python", | ||
| "name": "plenv" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 3 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython3", | ||
| "version": "3.12.1" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 5 | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,121 @@ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "4a699447-f6c2-4385-a32e-4db8f5202d01", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "<div style=\"text-align:center;font-size:22pt; font-weight:bold;color:white;border:solid black 1.5pt;background-color:#1e7263;\">\n", | ||
| " Basic Data Structures with Polars <br> \n", | ||
| " DataFrames\n", | ||
| "</div>" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 2, | ||
| "id": "c34b1ebb-1849-4b6c-bbd4-a66919a78008", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# ============================================================\n", | ||
| "# =\n", | ||
| "# Title: Basic Data Structures with Polars =\n", | ||
| "# Data Frames =\n", | ||
| "# --------------------------------- =\n", | ||
| "# =\n", | ||
| "# Author: Dr. Saad Laouadi =\n", | ||
| "# =\n", | ||
| "# Copyright: Dr. Saad Laouadi =\n", | ||
| "# ============================================================\n", | ||
| "# =\n", | ||
| "# LICENSE =\n", | ||
| "# ---------------------- =\n", | ||
| "# =\n", | ||
| "# This material is intended for educational =\n", | ||
| "# purposes only and may not be used directly in =\n", | ||
| "# courses, video recordings, or similar =\n", | ||
| "# without prior consent from the author. =\n", | ||
| "# When using or referencing this material, =\n", | ||
| "# proper credit must be attributed to the =\n", | ||
| "# author. =\n", | ||
| "# ============================================================" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 1, | ||
| "id": "7a9be308-bfec-44e1-b2f6-14187eba305e", | ||
| "metadata": { | ||
| "tags": [] | ||
| }, | ||
| "outputs": [ | ||
| { | ||
| "name": "stdout", | ||
| "output_type": "stream", | ||
| "text": [ | ||
| "******************************************\n", | ||
| " The imported libs are: \n", | ||
| "******************************************\n", | ||
| "polars version is : 0.20.2\n", | ||
| "pandas version is : 2.1.4\n", | ||
| "numpy version is : 1.26.2\n", | ||
| "pyarrow version is: 14.0.2\n", | ||
| "******************************************\n", | ||
| "The imported builtin modules are:\n", | ||
| "['os', 'sys', 'pathlib', 'time', 'shutil', 're']\n", | ||
| "**************************************************************\n", | ||
| "The python executable path is:\n", | ||
| " /usr/local/Caskroom/mambaforge/base/envs/plenv/bin/python3.12\n", | ||
| "**************************************************************\n", | ||
| "\n", | ||
| "....................\n", | ||
| "Important Reminder:\n", | ||
| "....................\n", | ||
| "\n", | ||
| "Before proceeding, please ensure that you have activated the appropriate virtual environment for this project.\n", | ||
| "This step is crucial to maintain consistent dependencies and project settings.\n", | ||
| "...............................................................................\n" | ||
| ] | ||
| } | ||
| ], | ||
| "source": [ | ||
| "# Environment Setup\n", | ||
| "import sys\n", | ||
| "sys.path.append('../../scripts/') \n", | ||
| "\n", | ||
| "# import the working libraries\n", | ||
| "from importlibs import *" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "889cdc44-6fd2-4ea6-97a9-e63040f3aca6", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "PolarsEnv", | ||
| "language": "python", | ||
| "name": "plenv" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 3 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython3", | ||
| "version": "3.12.1" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 5 | ||
| } |
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