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Add interactive Python collections tutorial
Browse files- Python/phase_1/collections.py +337 -0
Python/phase_1/collections.py
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| 1 |
+
# /// script
|
| 2 |
+
# requires-python = ">=3.10"
|
| 3 |
+
# dependencies = [
|
| 4 |
+
# "marimo",
|
| 5 |
+
# ]
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| 6 |
+
# ///
|
| 7 |
+
|
| 8 |
+
import marimo
|
| 9 |
+
|
| 10 |
+
__generated_with = "0.10.14"
|
| 11 |
+
app = marimo.App()
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
@app.cell
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| 15 |
+
def _():
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| 16 |
+
import marimo as mo
|
| 17 |
+
return (mo,)
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
@app.cell(hide_code=True)
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| 21 |
+
def _(mo):
|
| 22 |
+
mo.md(
|
| 23 |
+
"""
|
| 24 |
+
# 📦 Collections in Python
|
| 25 |
+
|
| 26 |
+
Explore Python's built-in collection types — the essential data structures!
|
| 27 |
+
|
| 28 |
+
## Lists
|
| 29 |
+
Lists are ordered, mutable sequences. Create them using square brackets:
|
| 30 |
+
|
| 31 |
+
```python
|
| 32 |
+
fruits = ["apple", "banana", "orange"]
|
| 33 |
+
numbers = [1, 2, 3, 4, 5]
|
| 34 |
+
mixed = [1, "hello", 3.14, True] # Can contain different types
|
| 35 |
+
```
|
| 36 |
+
|
| 37 |
+
Below is an example list we'll use to explore operations.
|
| 38 |
+
"""
|
| 39 |
+
)
|
| 40 |
+
return
|
| 41 |
+
|
| 42 |
+
|
| 43 |
+
@app.cell
|
| 44 |
+
def _():
|
| 45 |
+
sample_list = [1, 2, 3, 4, 5]
|
| 46 |
+
return (sample_list,)
|
| 47 |
+
|
| 48 |
+
|
| 49 |
+
@app.cell(hide_code=True)
|
| 50 |
+
def _(mo):
|
| 51 |
+
mo.md(
|
| 52 |
+
"""
|
| 53 |
+
## List Operations
|
| 54 |
+
|
| 55 |
+
Here are common operations you can perform on lists.
|
| 56 |
+
|
| 57 |
+
Try changing the values in `sample_list` above and watch the results change.
|
| 58 |
+
"""
|
| 59 |
+
)
|
| 60 |
+
return
|
| 61 |
+
|
| 62 |
+
|
| 63 |
+
@app.cell
|
| 64 |
+
def _(sample_list):
|
| 65 |
+
len(sample_list) # List length
|
| 66 |
+
return
|
| 67 |
+
|
| 68 |
+
|
| 69 |
+
@app.cell
|
| 70 |
+
def _(sample_list):
|
| 71 |
+
sample_list.append(6) # Add item to end
|
| 72 |
+
sample_list
|
| 73 |
+
return
|
| 74 |
+
|
| 75 |
+
|
| 76 |
+
@app.cell
|
| 77 |
+
def _(sample_list):
|
| 78 |
+
sample_list[0] # Access first element
|
| 79 |
+
return
|
| 80 |
+
|
| 81 |
+
|
| 82 |
+
@app.cell
|
| 83 |
+
def _(sample_list):
|
| 84 |
+
sample_list[-1] # Access last element
|
| 85 |
+
return
|
| 86 |
+
|
| 87 |
+
|
| 88 |
+
@app.cell(hide_code=True)
|
| 89 |
+
def _(mo):
|
| 90 |
+
mo.md(
|
| 91 |
+
"""
|
| 92 |
+
### Try marimo's Array Interface!
|
| 93 |
+
|
| 94 |
+
Explore how marimo handles arrays with this interactive element:
|
| 95 |
+
"""
|
| 96 |
+
)
|
| 97 |
+
return
|
| 98 |
+
|
| 99 |
+
|
| 100 |
+
@app.cell
|
| 101 |
+
def _(mo):
|
| 102 |
+
item = mo.ui.text(placeholder="Enter list item")
|
| 103 |
+
items = mo.ui.array([item] * 3, label="Create a list of 3 items")
|
| 104 |
+
return item, items
|
| 105 |
+
|
| 106 |
+
|
| 107 |
+
@app.cell
|
| 108 |
+
def _(items, mo):
|
| 109 |
+
mo.hstack(
|
| 110 |
+
[
|
| 111 |
+
items,
|
| 112 |
+
mo.md(f"Your list: {items.value}")
|
| 113 |
+
],
|
| 114 |
+
justify="space-between"
|
| 115 |
+
)
|
| 116 |
+
return
|
| 117 |
+
|
| 118 |
+
|
| 119 |
+
@app.cell(hide_code=True)
|
| 120 |
+
def _(mo):
|
| 121 |
+
_text = mo.md("""
|
| 122 |
+
- Try entering different types of items
|
| 123 |
+
- Watch how the list updates in real-time
|
| 124 |
+
|
| 125 |
+
This is a great way to experiment with list creation!
|
| 126 |
+
""")
|
| 127 |
+
mo.accordion({"💡 Interactive List Builder Tips": _text})
|
| 128 |
+
return
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
@app.cell(hide_code=True)
|
| 132 |
+
def _(mo):
|
| 133 |
+
mo.md(
|
| 134 |
+
"""
|
| 135 |
+
## Tuples
|
| 136 |
+
|
| 137 |
+
Tuples are immutable sequences. They're like lists that can't be changed after creation:
|
| 138 |
+
"""
|
| 139 |
+
)
|
| 140 |
+
return
|
| 141 |
+
|
| 142 |
+
|
| 143 |
+
@app.cell
|
| 144 |
+
def _():
|
| 145 |
+
coordinates = (10, 20)
|
| 146 |
+
return (coordinates,)
|
| 147 |
+
|
| 148 |
+
|
| 149 |
+
@app.cell
|
| 150 |
+
def _(coordinates):
|
| 151 |
+
x, y = coordinates # Tuple unpacking
|
| 152 |
+
x
|
| 153 |
+
return x, y
|
| 154 |
+
|
| 155 |
+
|
| 156 |
+
@app.cell(hide_code=True)
|
| 157 |
+
def _(mo):
|
| 158 |
+
mo.md(
|
| 159 |
+
"""
|
| 160 |
+
## Dictionaries
|
| 161 |
+
|
| 162 |
+
Dictionaries store key-value pairs. They're perfect for mapping relationships:
|
| 163 |
+
"""
|
| 164 |
+
)
|
| 165 |
+
return
|
| 166 |
+
|
| 167 |
+
|
| 168 |
+
@app.cell
|
| 169 |
+
def _():
|
| 170 |
+
person = {
|
| 171 |
+
"name": "John Doe",
|
| 172 |
+
"age": 25,
|
| 173 |
+
"city": "New York"
|
| 174 |
+
}
|
| 175 |
+
return (person,)
|
| 176 |
+
|
| 177 |
+
|
| 178 |
+
@app.cell
|
| 179 |
+
def _(person):
|
| 180 |
+
person["name"] # Access value by key
|
| 181 |
+
return
|
| 182 |
+
|
| 183 |
+
|
| 184 |
+
@app.cell
|
| 185 |
+
def _(person):
|
| 186 |
+
person.keys() # Get all keys
|
| 187 |
+
return
|
| 188 |
+
|
| 189 |
+
|
| 190 |
+
@app.cell
|
| 191 |
+
def _(person):
|
| 192 |
+
person.values() # Get all values
|
| 193 |
+
return
|
| 194 |
+
|
| 195 |
+
|
| 196 |
+
@app.cell(hide_code=True)
|
| 197 |
+
def _(mo):
|
| 198 |
+
mo.md(
|
| 199 |
+
"""
|
| 200 |
+
### Try marimo's Dictionary Interface!
|
| 201 |
+
|
| 202 |
+
Create your own dictionary using marimo's interactive elements:
|
| 203 |
+
"""
|
| 204 |
+
)
|
| 205 |
+
return
|
| 206 |
+
|
| 207 |
+
|
| 208 |
+
@app.cell
|
| 209 |
+
def _(mo):
|
| 210 |
+
key1 = mo.ui.text(placeholder="Key 1")
|
| 211 |
+
value1 = mo.ui.text(placeholder="Value 1")
|
| 212 |
+
key2 = mo.ui.text(placeholder="Key 2")
|
| 213 |
+
value2 = mo.ui.text(placeholder="Value 2")
|
| 214 |
+
|
| 215 |
+
dictionary = mo.ui.dictionary(
|
| 216 |
+
{
|
| 217 |
+
"First key": key1,
|
| 218 |
+
"First value": value1,
|
| 219 |
+
"Second key": key2,
|
| 220 |
+
"Second value": value2,
|
| 221 |
+
}
|
| 222 |
+
)
|
| 223 |
+
|
| 224 |
+
return dictionary, key1, key2, value1, value2
|
| 225 |
+
|
| 226 |
+
|
| 227 |
+
@app.cell
|
| 228 |
+
def _(dictionary, mo):
|
| 229 |
+
mo.hstack(
|
| 230 |
+
[
|
| 231 |
+
dictionary,
|
| 232 |
+
mo.md(f"Your dictionary: {dictionary.value}")
|
| 233 |
+
],
|
| 234 |
+
justify="space-between"
|
| 235 |
+
)
|
| 236 |
+
return
|
| 237 |
+
|
| 238 |
+
|
| 239 |
+
@app.cell(hide_code=True)
|
| 240 |
+
def _(mo):
|
| 241 |
+
_text = mo.md("""Enter key-value pairs to build your dictionary
|
| 242 |
+
|
| 243 |
+
- Watch how the dictionary updates as you type
|
| 244 |
+
|
| 245 |
+
- Try different types of values
|
| 246 |
+
|
| 247 |
+
This interactive builder helps understand dictionary structure!
|
| 248 |
+
""")
|
| 249 |
+
mo.accordion({"💡 Dictionary Builder Tips": _text})
|
| 250 |
+
return
|
| 251 |
+
|
| 252 |
+
|
| 253 |
+
@app.cell(hide_code=True)
|
| 254 |
+
def _(mo):
|
| 255 |
+
mo.md(
|
| 256 |
+
"""
|
| 257 |
+
## Sets
|
| 258 |
+
|
| 259 |
+
Sets are unordered collections of unique elements:
|
| 260 |
+
"""
|
| 261 |
+
)
|
| 262 |
+
return
|
| 263 |
+
|
| 264 |
+
|
| 265 |
+
@app.cell
|
| 266 |
+
def _():
|
| 267 |
+
numbers_set = {1, 2, 3, 3, 2, 1} # Duplicates are removed
|
| 268 |
+
return (numbers_set,)
|
| 269 |
+
|
| 270 |
+
|
| 271 |
+
@app.cell
|
| 272 |
+
def _(numbers_set):
|
| 273 |
+
numbers_set.add(4) # Add new element
|
| 274 |
+
numbers_set
|
| 275 |
+
return
|
| 276 |
+
|
| 277 |
+
|
| 278 |
+
@app.cell
|
| 279 |
+
def _():
|
| 280 |
+
set1 = {1, 2, 3}
|
| 281 |
+
set2 = {3, 4, 5}
|
| 282 |
+
set1.intersection(set2) # Find common elements
|
| 283 |
+
return set1, set2
|
| 284 |
+
|
| 285 |
+
|
| 286 |
+
@app.cell(hide_code=True)
|
| 287 |
+
def _(mo):
|
| 288 |
+
mo.md(
|
| 289 |
+
"""
|
| 290 |
+
## Collection Methods and Operations
|
| 291 |
+
|
| 292 |
+
Here are some common operations across collections:
|
| 293 |
+
|
| 294 |
+
```python
|
| 295 |
+
# Lists
|
| 296 |
+
my_list = [1, 2, 3]
|
| 297 |
+
my_list.insert(0, 0) # Insert at position
|
| 298 |
+
my_list.remove(2) # Remove first occurrence
|
| 299 |
+
my_list.sort() # Sort in place
|
| 300 |
+
sorted_list = sorted(my_list) # Return new sorted list
|
| 301 |
+
|
| 302 |
+
# Dictionaries
|
| 303 |
+
my_dict = {"a": 1}
|
| 304 |
+
my_dict.update({"b": 2}) # Add new key-value pairs
|
| 305 |
+
my_dict.get("c", "Not found") # Safe access with default
|
| 306 |
+
|
| 307 |
+
# Sets
|
| 308 |
+
set_a = {1, 2, 3}
|
| 309 |
+
set_b = {3, 4, 5}
|
| 310 |
+
set_a.union(set_b) # Combine sets
|
| 311 |
+
set_a.difference(set_b) # Elements in A but not in B
|
| 312 |
+
```
|
| 313 |
+
"""
|
| 314 |
+
)
|
| 315 |
+
return
|
| 316 |
+
|
| 317 |
+
|
| 318 |
+
@app.cell(hide_code=True)
|
| 319 |
+
def _(mo):
|
| 320 |
+
callout_text = mo.md("""
|
| 321 |
+
## Collection Mastery Awaits!
|
| 322 |
+
|
| 323 |
+
Next Steps:
|
| 324 |
+
|
| 325 |
+
- Practice list and dictionary comprehensions
|
| 326 |
+
- Experiment with nested collections
|
| 327 |
+
- Try combining different collection types
|
| 328 |
+
|
| 329 |
+
Keep organizing data! 🗃️✨
|
| 330 |
+
""")
|
| 331 |
+
|
| 332 |
+
mo.callout(callout_text, kind="success")
|
| 333 |
+
return (callout_text,)
|
| 334 |
+
|
| 335 |
+
|
| 336 |
+
if __name__ == "__main__":
|
| 337 |
+
app.run()
|