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Add modular programming interactive notebook
Browse filesSigned-off-by: Srihari Thyagarajan <hari.leo03@gmail.com>
Python/phase_4/modular_programming.py
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| 1 |
+
# /// script
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| 2 |
+
# requires-python = ">=3.10"
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| 3 |
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# dependencies = [
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# "marimo",
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# ]
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# ///
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| 7 |
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import marimo
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__generated_with = "0.10.16"
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app = marimo.App()
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+
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+
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@app.cell
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def _():
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import marimo as mo
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return (mo,)
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| 20 |
+
@app.cell(hide_code=True)
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| 21 |
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def _(mo):
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mo.md(
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| 23 |
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"""
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| 24 |
+
# 🧩 Modular Programming in Python
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| 25 |
+
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Unlock the power of organized, reusable, and maintainable code!
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| 27 |
+
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| 28 |
+
## Why Modular Programming?
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| 29 |
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- Break complex problems into smaller, manageable pieces
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| 30 |
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- Improve code readability
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| 31 |
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- Enhance code reusability
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- Easier debugging and maintenance
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| 33 |
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"""
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| 34 |
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)
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| 35 |
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return
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+
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| 37 |
+
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| 38 |
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@app.cell(hide_code=True)
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| 39 |
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def _(mo):
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| 40 |
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mo.md(
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| 41 |
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"""
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| 42 |
+
## Custom Modules
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| 43 |
+
Create your own Python modules to organize code:
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| 44 |
+
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| 45 |
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```python
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| 46 |
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# math_utils.py
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| 47 |
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def add(a, b):
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| 48 |
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return a + b
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| 49 |
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| 50 |
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def multiply(a, b):
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| 51 |
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return a * b
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| 52 |
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# main.py
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| 54 |
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import math_utils
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result = math_utils.add(5, 3)
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| 56 |
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```
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"""
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)
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| 59 |
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return
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| 60 |
+
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+
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@app.cell
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def _(module_name):
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module_name
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| 65 |
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return
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+
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| 67 |
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| 68 |
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@app.cell
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| 69 |
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def _(mo):
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| 70 |
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# Module naming approaches
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| 71 |
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module_name = mo.ui.text(
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| 72 |
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value="math_utils",
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| 73 |
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label="Module Name"
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| 74 |
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)
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| 75 |
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return (module_name,)
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| 76 |
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| 77 |
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| 78 |
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@app.cell
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| 79 |
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def _(mo, module_name):
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| 80 |
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def generate_module_content(name):
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| 81 |
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"""Generate a sample module based on the name"""
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| 82 |
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return f"""
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| 83 |
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# {name}.py
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| 84 |
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def add(a, b):
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| 85 |
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'''Add two numbers'''
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| 86 |
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return a + b
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| 87 |
+
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| 88 |
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def multiply(a, b):
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| 89 |
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'''Multiply two numbers'''
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| 90 |
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return a * b
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| 91 |
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| 92 |
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def power(a, b):
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| 93 |
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'''Raise a to the power of b'''
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| 94 |
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return a ** b
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| 95 |
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"""
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| 96 |
+
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| 97 |
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module_content = generate_module_content(module_name.value)
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| 98 |
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| 99 |
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mo.md(f"""
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| 100 |
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## Module: {module_name.value}.py
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| 101 |
+
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| 102 |
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```python
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| 103 |
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{module_content}
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| 104 |
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```
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| 105 |
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""")
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| 106 |
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return generate_module_content, module_content
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| 107 |
+
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| 108 |
+
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| 109 |
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@app.cell(hide_code=True)
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| 110 |
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def _(mo):
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| 111 |
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mo.md(
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| 112 |
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"""
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| 113 |
+
## Import Strategies
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| 114 |
+
Multiple ways to import and use modules:
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| 115 |
+
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| 116 |
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```python
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| 117 |
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# Import entire module
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| 118 |
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import math_utils
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| 119 |
+
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| 120 |
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# Import specific functions
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| 121 |
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from math_utils import add, multiply
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| 122 |
+
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| 123 |
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# Import with alias
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| 124 |
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import math_utils as mu
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| 125 |
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```
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| 126 |
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"""
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| 127 |
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)
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| 128 |
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return
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| 129 |
+
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| 130 |
+
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| 131 |
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@app.cell
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| 132 |
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def _(import_strategy):
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| 133 |
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import_strategy
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| 134 |
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return
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| 135 |
+
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| 136 |
+
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| 137 |
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@app.cell(hide_code=True)
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| 138 |
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def _(mo):
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| 139 |
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# Import strategy selector
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| 140 |
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import_strategy = mo.ui.dropdown(
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| 141 |
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options=[
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| 142 |
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"Import entire module",
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| 143 |
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"Import specific functions",
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| 144 |
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"Import with alias"
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| 145 |
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],
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| 146 |
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label="Choose Import Strategy"
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| 147 |
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)
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| 148 |
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return (import_strategy,)
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| 149 |
+
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| 150 |
+
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| 151 |
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@app.cell
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| 152 |
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def _(import_strategy, mo):
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| 153 |
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def demonstrate_import(strategy):
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| 154 |
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if strategy == "Import entire module":
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| 155 |
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return "import math_utils\nresult = math_utils.add(5, 3)"
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| 156 |
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elif strategy == "Import specific functions":
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| 157 |
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return "from math_utils import add, multiply\nresult = add(5, 3)"
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| 158 |
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else:
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| 159 |
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return "import math_utils as mu\nresult = mu.add(5, 3)"
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| 160 |
+
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| 161 |
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import_example = demonstrate_import(import_strategy.value)
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| 162 |
+
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| 163 |
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mo.md(f"""
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| 164 |
+
## Import examples with code
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| 165 |
+
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| 166 |
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```python
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| 167 |
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{import_example}
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| 168 |
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```
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| 169 |
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""")
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| 170 |
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return demonstrate_import, import_example
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| 171 |
+
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| 172 |
+
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| 173 |
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@app.cell(hide_code=True)
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| 174 |
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def _(mo):
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| 175 |
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mo.md(
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| 176 |
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"""
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| 177 |
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## Code Reusability
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| 178 |
+
Create functions that can be used across different parts of your project
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| 179 |
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"""
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| 180 |
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)
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| 181 |
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return
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| 182 |
+
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| 183 |
+
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| 184 |
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@app.cell
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| 185 |
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def _(input_type):
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| 186 |
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input_type
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| 187 |
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return
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| 188 |
+
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| 189 |
+
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| 190 |
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@app.cell(hide_code=True)
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| 191 |
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def _(mo):
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| 192 |
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# demo of reusability types
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| 193 |
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input_type = mo.ui.dropdown(
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| 194 |
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options=[
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| 195 |
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"String Processing",
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| 196 |
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"Number Manipulation",
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| 197 |
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"Data Validation"
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| 198 |
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],
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| 199 |
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label="Choose Reusability Scenario"
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| 200 |
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)
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| 201 |
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return (input_type,)
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| 202 |
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| 203 |
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| 204 |
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@app.cell
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| 205 |
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def _(input_type, mo):
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| 206 |
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def generate_reusable_function(func_type):
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| 207 |
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if func_type == "String Processing":
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| 208 |
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return """
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| 209 |
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def process_text(text):
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| 210 |
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'''Reusable text processing function'''
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| 211 |
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return text.strip().lower()
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| 212 |
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| 213 |
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# Can be used in multiple contexts
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| 214 |
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username = process_text(" John Doe ")
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| 215 |
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email = process_text(" Example@Email.com ")
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| 216 |
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"""
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| 217 |
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elif func_type == "Number Manipulation":
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| 218 |
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return """
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| 219 |
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def normalize_number(value, min_val=0, max_val=100):
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| 220 |
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'''Normalize a number to a specific range'''
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| 221 |
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return max(min_val, min(max_val, value))
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| 222 |
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| 223 |
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# Consistent number handling across the application
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| 224 |
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age = normalize_number(150) # Returns 100
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| 225 |
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temperature = normalize_number(-10, min_val=-20, max_val=50)
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| 226 |
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"""
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| 227 |
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else:
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| 228 |
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return """
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| 229 |
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def validate_input(value, type_check=str, min_length=1):
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| 230 |
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'''Validate input based on type and minimum length'''
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| 231 |
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if not isinstance(value, type_check):
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| 232 |
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return False
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| 233 |
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return len(str(value)) >= min_length
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| 234 |
+
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| 235 |
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# Reusable validation across different input types
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| 236 |
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valid_username = validate_input("john")
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| 237 |
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valid_age = validate_input(25, type_check=int)
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| 238 |
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"""
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| 239 |
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| 240 |
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reusable_code = generate_reusable_function(input_type.value)
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| 241 |
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| 242 |
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mo.md(f"""
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| 243 |
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## Reusability Example: {input_type.value}
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| 244 |
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| 245 |
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```python
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| 246 |
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{reusable_code}
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| 247 |
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```
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| 248 |
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""")
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| 249 |
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return generate_reusable_function, reusable_code
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| 250 |
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| 251 |
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| 252 |
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@app.cell(hide_code=True)
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| 253 |
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def _(mo):
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| 254 |
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callout_text = mo.md("""
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| 255 |
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## Your Modular Programming Journey!
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| 256 |
+
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| 257 |
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Next Steps:
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| 258 |
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| 259 |
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- Create your own custom modules
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| 260 |
+
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| 261 |
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- Experiment with different import strategies
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| 262 |
+
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| 263 |
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- Design reusable functions
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| 264 |
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| 265 |
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""")
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| 266 |
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mo.callout(callout_text, kind="success")
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| 267 |
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return (callout_text,)
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| 268 |
+
|
| 269 |
+
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| 270 |
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if __name__ == "__main__":
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| 271 |
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app.run()
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