{ "cells": [ { "cell_type": "markdown", "id": "02e68cf1", "metadata": {}, "source": [ "# More Decorator Examples\n", "\n", "Some additional examples beyond what is in 08.decorators." ] }, { "cell_type": "markdown", "id": "b985a33b", "metadata": {}, "source": [ "## Modifying Arguments within newfunc" ] }, { "cell_type": "code", "execution_count": 1, "id": "31c291f2", "metadata": {}, "outputs": [], "source": [ "def reverse_args(func):\n", " def newfunc(*args):\n", " # within newfunc we are able to write whatever we'd like\n", " # we could decide that we want to reverse the arguments\n", " reversed_args = reversed(args)\n", " return func(*reversed_args)\n", " return newfunc\n", "\n", "\n", "@reverse_args\n", "def print_args(*args):\n", " for arg in args:\n", " print(arg)" ] }, { "cell_type": "code", "execution_count": 2, "id": "413cfac8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3\n", "2\n", "1\n" ] } ], "source": [ "print_args(1, 2, 3)" ] }, { "cell_type": "code", "execution_count": 3, "id": "95e01cf9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.2" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "@reverse_args\n", "def divide(a, b):\n", " return a / b\n", "\n", "divide(10, 2)" ] }, { "cell_type": "markdown", "id": "d055880d", "metadata": {}, "source": [ "## Example: Authorization" ] }, { "cell_type": "code", "execution_count": 4, "id": "1590c5de", "metadata": {}, "outputs": [], "source": [ "# perhaps we want a function that checks if a user can perform an action\n", "def auth_required(func):\n", " \n", " # list of allowed users. in practice, we'd look this up in a database\n", " allowed_users = (\"lauren\", \"mitch\")\n", " \n", " def newfunc(*args, **kwargs):\n", " # here, we're actually using an argument within newfunc\n", " # by checking if it is in the kwargs dictionary\n", " if kwargs.get(\"auth_user\") in allowed_users:\n", " func(*args, **kwargs)\n", " else:\n", " print(\"ACCESS DENIED\")\n", " return newfunc\n", "\n", "# these functions must also accept auth_user so that the above call to func(*args, **kwargs)\n", "# doesn't send an invalid parameter through\n", "@auth_required\n", "def withdraw_funds(account, amount, auth_user):\n", " print(f\"withdrew {amount} funds from account={account}\")\n", "\n", "@auth_required\n", "def delete_account(account, auth_user):\n", " print(\"deleted\", account)" ] }, { "cell_type": "code", "execution_count": 5, "id": "f9e8bcd0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "withdrew 100 funds from account=jim\n" ] } ], "source": [ "withdraw_funds(\"jim\", 100, auth_user=\"lauren\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "77a82ae4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ACCESS DENIED\n" ] } ], "source": [ "delete_account(\"kevin\", auth_user=\"jim\")" ] }, { "cell_type": "markdown", "id": "cf9a611a", "metadata": {}, "source": [ "## Modifying Keyword Parameters" ] }, { "cell_type": "code", "execution_count": 7, "id": "90161162", "metadata": {}, "outputs": [], "source": [ "# if we didn't want auth_user to be passed through, we'd make a small modification to newfunc\n", "\n", "def auth_required(func): \n", " allowed_users = (\"lauren\", \"mitch\")\n", " \n", " def newfunc(*args, auth_user, **kwargs):\n", " # newfunc now requires auth_user, and passes through all *other* parameters\n", " if auth_user in allowed_users:\n", " func(*args, **kwargs)\n", " else:\n", " print(\"ACCESS DENIED\")\n", " return newfunc\n", "\n", "# auth_user is no longer seen in the definition of these functions \n", "# but it can be passed in since the newfunc returned from auth_required accepts it\n", "@auth_required\n", "def withdraw_funds(account, amount):\n", " print(f\"withdrew {amount} funds from account={account}\")\n", "\n", "@auth_required\n", "def delete_account(account):\n", " print(\"deleted\", account)" ] }, { "cell_type": "code", "execution_count": 8, "id": "ee4cabe7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "withdrew 100 funds from account=jim\n" ] } ], "source": [ "withdraw_funds(\"jim\", 100, auth_user=\"lauren\")" ] }, { "cell_type": "code", "execution_count": 9, "id": "a22a86d9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ACCESS DENIED\n" ] } ], "source": [ "delete_account(\"kevin\", auth_user=\"jim\")" ] }, { "cell_type": "code", "execution_count": null, "id": "dca4b1ec", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.15" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }