Spaces:
Sleeping
Sleeping
Add interactive notebook for Python error management
Browse files
Python/phase_5/error_management.py
ADDED
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| 1 |
+
# /// script
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| 2 |
+
# requires-python = ">=3.10"
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| 3 |
+
# dependencies = [
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| 4 |
+
# "marimo",
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| 5 |
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# ]
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| 6 |
+
# ///
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| 7 |
+
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| 8 |
+
import marimo
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| 9 |
+
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| 10 |
+
__generated_with = "0.10.16"
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| 11 |
+
app = marimo.App()
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| 12 |
+
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| 13 |
+
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| 14 |
+
@app.cell
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| 15 |
+
def _():
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| 16 |
+
import marimo as mo
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| 17 |
+
return (mo,)
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| 18 |
+
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| 19 |
+
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| 20 |
+
@app.cell(hide_code=True)
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| 21 |
+
def _(mo):
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| 22 |
+
mo.md(
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| 23 |
+
"""
|
| 24 |
+
# π‘οΈ Error Management in Python
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| 25 |
+
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| 26 |
+
Welcome to the world of Python error handling - where bugs become learning opportunities!
|
| 27 |
+
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| 28 |
+
## Why Error Handling Matters
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| 29 |
+
Imagine your code as a superhero navigating through the treacherous landscape of potential problems.
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| 30 |
+
Error handling is like your hero's shield, protecting your program from unexpected challenges.
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| 31 |
+
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| 32 |
+
```python
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| 33 |
+
# Without error handling
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| 34 |
+
result = 10 / 0 # π₯ Boom! Unhandled ZeroDivisionError
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| 35 |
+
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| 36 |
+
# With error handling
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| 37 |
+
try:
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| 38 |
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result = 10 / 0
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| 39 |
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except ZeroDivisionError:
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| 40 |
+
result = "Oops! Can't divide by zero π"
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| 41 |
+
```
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| 42 |
+
"""
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| 43 |
+
)
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| 44 |
+
return
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| 45 |
+
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| 46 |
+
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| 47 |
+
@app.cell
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| 48 |
+
def _(error_types):
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| 49 |
+
error_types
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| 50 |
+
return
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| 51 |
+
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| 52 |
+
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| 53 |
+
@app.cell(hide_code=True)
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| 54 |
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def _(mo):
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| 55 |
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# Choose error type
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| 56 |
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error_types = mo.ui.dropdown(
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| 57 |
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options=[
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| 58 |
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"ZeroDivisionError",
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| 59 |
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"TypeError",
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| 60 |
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"ValueError",
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| 61 |
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"IndexError",
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| 62 |
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"KeyError"
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| 63 |
+
],
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| 64 |
+
label="Select an Error Type to Explore"
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| 65 |
+
)
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| 66 |
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return (error_types,)
|
| 67 |
+
|
| 68 |
+
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| 69 |
+
@app.cell(hide_code=True)
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| 70 |
+
def _(error_types, mo):
|
| 71 |
+
# Error explanation
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| 72 |
+
error_explanations = {
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| 73 |
+
"ZeroDivisionError": """
|
| 74 |
+
### π« ZeroDivisionError
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| 75 |
+
- Occurs when you try to divide by zero
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| 76 |
+
- Mathematical impossibility
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| 77 |
+
- Example:
|
| 78 |
+
```python
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| 79 |
+
x = 10 / 0 # Triggers ZeroDivisionError
|
| 80 |
+
```
|
| 81 |
+
""",
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| 82 |
+
"TypeError": """
|
| 83 |
+
### π TypeError
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| 84 |
+
- Happens when an operation is applied to an inappropriate type
|
| 85 |
+
- Mixing incompatible types
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| 86 |
+
- Example:
|
| 87 |
+
```python
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| 88 |
+
"2" + 3 # Can't add string and integer
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| 89 |
+
```
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| 90 |
+
""",
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| 91 |
+
"ValueError": """
|
| 92 |
+
### π ValueError
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| 93 |
+
- Raised when a function receives an argument of correct type
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| 94 |
+
but inappropriate value
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| 95 |
+
- Example:
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| 96 |
+
```python
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| 97 |
+
int("hello") # Can't convert non-numeric string to int
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| 98 |
+
```
|
| 99 |
+
""",
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| 100 |
+
"IndexError": """
|
| 101 |
+
### π IndexError
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| 102 |
+
- Occurs when trying to access a list index that doesn't exist
|
| 103 |
+
- Going beyond list boundaries
|
| 104 |
+
- Example:
|
| 105 |
+
```python
|
| 106 |
+
my_list = [1, 2, 3]
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| 107 |
+
print(my_list[5]) # Only has indices 0, 1, 2
|
| 108 |
+
```
|
| 109 |
+
""",
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| 110 |
+
"KeyError": """
|
| 111 |
+
### ποΈ KeyError
|
| 112 |
+
- Raised when trying to access a dictionary key that doesn't exist
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| 113 |
+
- Example:
|
| 114 |
+
```python
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| 115 |
+
my_dict = {"a": 1, "b": 2}
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| 116 |
+
print(my_dict["c"]) # "c" key doesn't exist
|
| 117 |
+
```
|
| 118 |
+
"""
|
| 119 |
+
}
|
| 120 |
+
|
| 121 |
+
mo.md(error_explanations.get(error_types.value, "Select an error type"))
|
| 122 |
+
return (error_explanations,)
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| 123 |
+
|
| 124 |
+
|
| 125 |
+
@app.cell
|
| 126 |
+
def _(division_input, divisor_input, mo):
|
| 127 |
+
mo.hstack([division_input, divisor_input])
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| 128 |
+
return
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
@app.cell(hide_code=True)
|
| 132 |
+
def _(mo):
|
| 133 |
+
# Try-Except work help
|
| 134 |
+
division_input = mo.ui.number(
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| 135 |
+
value=10,
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| 136 |
+
label="Number to Divide",
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| 137 |
+
start=-100,
|
| 138 |
+
stop=100
|
| 139 |
+
)
|
| 140 |
+
divisor_input = mo.ui.number(
|
| 141 |
+
value=0,
|
| 142 |
+
label="Divisor",
|
| 143 |
+
start=-100,
|
| 144 |
+
stop=100
|
| 145 |
+
)
|
| 146 |
+
return division_input, divisor_input
|
| 147 |
+
|
| 148 |
+
|
| 149 |
+
@app.cell
|
| 150 |
+
def _(division_input, divisor_input, mo):
|
| 151 |
+
# Safe division function with appropriate error handling
|
| 152 |
+
def safe_divide(numerator, denominator):
|
| 153 |
+
try:
|
| 154 |
+
_result = numerator / denominator
|
| 155 |
+
return f"Result: {_result}"
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| 156 |
+
except ZeroDivisionError:
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| 157 |
+
return "π« Cannot divide by zero!"
|
| 158 |
+
except Exception as e:
|
| 159 |
+
return f"Unexpected error: {e}"
|
| 160 |
+
|
| 161 |
+
# Display result with explanation
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| 162 |
+
_result = safe_divide(division_input.value, divisor_input.value)
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| 163 |
+
|
| 164 |
+
mo.hstack([
|
| 165 |
+
mo.md(f"**Division**: {division_input.value} Γ· {divisor_input.value}"),
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| 166 |
+
mo.md(f"**Result**: {_result}")
|
| 167 |
+
])
|
| 168 |
+
return (safe_divide,)
|
| 169 |
+
|
| 170 |
+
|
| 171 |
+
@app.cell
|
| 172 |
+
def _(mo):
|
| 173 |
+
# Multiple Exception Handling
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| 174 |
+
mo.md(
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| 175 |
+
"""
|
| 176 |
+
## Multiple Exception Handling
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| 177 |
+
Catch and handle different types of errors specifically:
|
| 178 |
+
|
| 179 |
+
```python
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| 180 |
+
def complex_function(x, y):
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| 181 |
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try:
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| 182 |
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# Potential errors: TypeError, ZeroDivisionError
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| 183 |
+
result = x / y
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| 184 |
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return int(result)
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| 185 |
+
except TypeError:
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| 186 |
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return "Type mismatch!"
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| 187 |
+
except ZeroDivisionError:
|
| 188 |
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return "No division by zero!"
|
| 189 |
+
except ValueError:
|
| 190 |
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return "Conversion error!"
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| 191 |
+
```
|
| 192 |
+
"""
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| 193 |
+
)
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| 194 |
+
return
|
| 195 |
+
|
| 196 |
+
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| 197 |
+
@app.cell
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| 198 |
+
def _(error_chain_input):
|
| 199 |
+
error_chain_input
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| 200 |
+
return
|
| 201 |
+
|
| 202 |
+
|
| 203 |
+
@app.cell
|
| 204 |
+
def _(mo):
|
| 205 |
+
# Try it out
|
| 206 |
+
error_chain_input = mo.ui.text(
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| 207 |
+
label="Try to break the code",
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| 208 |
+
placeholder="Enter something tricky..."
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| 209 |
+
)
|
| 210 |
+
return (error_chain_input,)
|
| 211 |
+
|
| 212 |
+
|
| 213 |
+
@app.cell
|
| 214 |
+
def _(error_chain_input, mo):
|
| 215 |
+
# Error chain demonstration
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| 216 |
+
def tricky_function(input_str):
|
| 217 |
+
try:
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| 218 |
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# Simulating a error scenario
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| 219 |
+
number = int(input_str)
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| 220 |
+
result = 100 / number
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| 221 |
+
return f"Success! Result: {result}"
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| 222 |
+
except ValueError:
|
| 223 |
+
return "β Could not convert to number"
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| 224 |
+
except ZeroDivisionError:
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| 225 |
+
return "β Cannot divide by zero"
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| 226 |
+
except Exception as e:
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| 227 |
+
return f"π€― Unexpected error: {type(e).__name__}"
|
| 228 |
+
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| 229 |
+
result = tricky_function(error_chain_input.value)
|
| 230 |
+
|
| 231 |
+
mo.hstack([
|
| 232 |
+
mo.md(f"**Input**: {error_chain_input.value}"),
|
| 233 |
+
mo.md(f"**Result**: {result}")
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| 234 |
+
])
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| 235 |
+
return result, tricky_function
|
| 236 |
+
|
| 237 |
+
|
| 238 |
+
@app.cell
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| 239 |
+
def _(finally_input):
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| 240 |
+
finally_input
|
| 241 |
+
return
|
| 242 |
+
|
| 243 |
+
|
| 244 |
+
@app.cell
|
| 245 |
+
def _(mo):
|
| 246 |
+
# Finally Block Demonstration
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| 247 |
+
finally_input = mo.ui.switch(
|
| 248 |
+
label="Simulate Resource Management",
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| 249 |
+
value=True
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| 250 |
+
)
|
| 251 |
+
return (finally_input,)
|
| 252 |
+
|
| 253 |
+
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| 254 |
+
@app.cell
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| 255 |
+
def _(finally_input, mo):
|
| 256 |
+
def simulate_resource_management():
|
| 257 |
+
try:
|
| 258 |
+
# Simulating a resource-intensive operation
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| 259 |
+
if finally_input.value:
|
| 260 |
+
return "π’ Resource processing successful"
|
| 261 |
+
else:
|
| 262 |
+
raise Exception("Simulated failure")
|
| 263 |
+
except Exception as e:
|
| 264 |
+
return f"π΄ Error: {e}"
|
| 265 |
+
finally:
|
| 266 |
+
return "π¦ Resource cleanup completed"
|
| 267 |
+
|
| 268 |
+
_result = simulate_resource_management()
|
| 269 |
+
|
| 270 |
+
mo.md(f"""
|
| 271 |
+
### Resource Management Simulation
|
| 272 |
+
|
| 273 |
+
**Scenario**: {'Normal operation' if finally_input.value else 'Error scenario'}
|
| 274 |
+
|
| 275 |
+
**Result**: {_result}
|
| 276 |
+
|
| 277 |
+
Notice how the `finally` block always runs, ensuring cleanup!
|
| 278 |
+
""")
|
| 279 |
+
return (simulate_resource_management,)
|
| 280 |
+
|
| 281 |
+
|
| 282 |
+
@app.cell(hide_code=True)
|
| 283 |
+
def _(mo):
|
| 284 |
+
callout_text = mo.md("""
|
| 285 |
+
## Your Error Handling Journey Continues!
|
| 286 |
+
|
| 287 |
+
Next Steps:
|
| 288 |
+
|
| 289 |
+
- Practice creating custom exceptions
|
| 290 |
+
- Explore context managers
|
| 291 |
+
- Build robust error-handling strategies
|
| 292 |
+
|
| 293 |
+
You're becoming a Python error-handling ninja! π₯·π
|
| 294 |
+
""")
|
| 295 |
+
|
| 296 |
+
mo.callout(callout_text, kind="success")
|
| 297 |
+
return (callout_text,)
|
| 298 |
+
|
| 299 |
+
|
| 300 |
+
if __name__ == "__main__":
|
| 301 |
+
app.run()
|