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GeezerVison is showing github.com — pattern_in_python/iterator_03_python.py at main · FreePhil/pattern_in_python Expand file tree/ Copy pathiterator_03_python.pyMore file actions 370 lines (289 loc) · 9.84 KB / Copy pathiterator_03_python.pyFile metadata and controls370 lines (289 loc) · 9.84 KB 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 """ ITERATOR PATTERN - Python's Built-in Iterator Protocol Python has built-in support for the Iterator Pattern using: - __iter__() method: returns the iterator object - __next__() method: returns the next item - StopIteration exception: signals end of iteration This allows using 'for' loops and other Python iteration features! """ # ============================================================ # PYTHONIC ITERATOR - Basic Example # ============================================================ class Countdown: """Iterator that counts down from a number""" def __init__(self, start): self.current = start def __iter__(self): """Returns the iterator object (self)""" return self def __next__(self): """Returns the next item""" if self.current <= 0: raise StopIteration self.current -= 1 return self.current + 1 # ============================================================ # SEPARATE ITERATOR AND COLLECTION # ============================================================ class NumberCollection: """Collection that stores numbers""" def __init__(self, numbers): self._numbers = list(numbers) def __iter__(self): """Returns a new iterator""" return NumberIterator(self._numbers) def __len__(self): return len(self._numbers) class NumberIterator: """Iterator for NumberCollection""" def __init__(self, numbers): self._numbers = numbers self._index = 0 def __iter__(self): return self def __next__(self): if self._index >= len(self._numbers): raise StopIteration value = self._numbers[self._index] self._index += 1 return value # ============================================================ # CUSTOM ITERATORS WITH FILTERS # ============================================================ class EvenNumbersIterator: """Iterator that only returns even numbers""" def __init__(self, numbers): self._numbers = numbers self._index = 0 def __iter__(self): return self def __next__(self): while self._index < len(self._numbers): value = self._numbers[self._index] self._index += 1 if value % 2 == 0: return value raise StopIteration class RangeIterator: """Custom range iterator""" def __init__(self, start, end, step=1): self.current = start self.end = end self.step = step def __iter__(self): return self def __next__(self): if (self.step > 0 and self.current >= self.end) or \ (self.step < 0 and self.current <= self.end): raise StopIteration value = self.current self.current += self.step return value # ============================================================ # INFINITE ITERATOR # ============================================================ class FibonacciIterator: """Infinite Fibonacci sequence iterator""" def __init__(self): self.a = 0 self.b = 1 def __iter__(self): return self def __next__(self): result = self.a self.a, self.b = self.b, self.a + self.b return result # ============================================================ # COLLECTION WITH MULTIPLE ITERATION METHODS # ============================================================ class Playlist: """Music playlist with different iteration modes""" def __init__(self): self._songs = [] def add_song(self, song): self._songs.append(song) def __iter__(self): """Default: forward iteration""" return iter(self._songs) def reverse_iter(self): """Iterate in reverse""" return reversed(self._songs) def random_iter(self): """Iterate in random order""" import random shuffled = self._songs.copy() random.shuffle(shuffled) return iter(shuffled) # ============================================================ # USING GENERATORS (Pythonic way!) # ============================================================ def countdown_generator(start): """Generator function - more Pythonic than iterator class""" while start > 0: yield start start -= 1 def fibonacci_generator(limit=None): """Fibonacci generator with optional limit""" a, b = 0, 1 count = 0 while limit is None or count < limit: yield a a, b = b, a + b count += 1 def even_numbers_generator(numbers): """Generator that yields only even numbers""" for num in numbers: if num % 2 == 0: yield num # ============================================================ # CLIENT CODE # ============================================================ if __name__ == "__main__": print("="*60) print(" Iterator Pattern - Python's Built-in Features") print("="*60) # Example 1: Basic iterator print("\n1. BASIC ITERATOR CLASS") print("-" * 60) print("Countdown from 5:") for num in Countdown(5): print(f" {num}...", end=" ") print("Blast off! 🚀\n") # Example 2: Collection with iterator print("\n2. COLLECTION WITH ITERATOR") print("-" * 60) numbers = NumberCollection([1, 2, 3, 4, 5]) print(f"Collection has {len(numbers)} numbers:") for num in numbers: print(f" {num}", end=" ") print() # Multiple iterations print("\nMultiple iterations (creates new iterator each time):") iter1 = iter(numbers) iter2 = iter(numbers) print(f" Iterator 1 - first: {next(iter1)}, second: {next(iter1)}") print(f" Iterator 2 - first: {next(iter2)}, second: {next(iter2)}") # Example 3: Filtered iterator print("\n\n3. FILTERED ITERATOR (Even numbers only)") print("-" * 60) data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] print(f"Original: {data}") print("Even numbers:", end=" ") for num in EvenNumbersIterator(data): print(num, end=" ") print() # Example 4: Custom range print("\n\n4. CUSTOM RANGE ITERATOR") print("-" * 60) print("Range(0, 10, 2):", end=" ") for num in RangeIterator(0, 10, 2): print(num, end=" ") print() print("Range(10, 0, -1):", end=" ") for num in RangeIterator(10, 0, -1): print(num, end=" ") print() # Example 5: Infinite iterator (with limit) print("\n\n5. INFINITE ITERATOR (Fibonacci)") print("-" * 60) print("First 10 Fibonacci numbers:") fib = FibonacciIterator() for i in range(10): print(f" F({i}) = {next(fib)}") # Example 6: Multiple iteration modes print("\n\n6. MULTIPLE ITERATION MODES (Playlist)") print("-" * 60) playlist = Playlist() for song in ["Song A", "Song B", "Song C", "Song D"]: playlist.add_song(song) print("Forward:") print(" " + " → ".join(playlist)) print("\nReverse:") print(" " + " → ".join(playlist.reverse_iter())) print("\nRandom (shuffle):") print(" " + " → ".join(playlist.random_iter())) # Example 7: Generators (Pythonic way!) print("\n\n7. GENERATORS (More Pythonic)") print("-" * 60) print("Countdown generator:") for num in countdown_generator(5): print(f" {num}...", end=" ") print("Done!") print("\n\nFibonacci generator (first 10):") for num in fibonacci_generator(10): print(f" {num}", end=" ") print() print("\n\nEven numbers generator:") numbers = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] evens = list(even_numbers_generator(numbers)) print(f" {evens}") # Example 8: Built-in Python iteration tools print("\n\n8. PYTHON'S BUILT-IN ITERATION TOOLS") print("-" * 60) data = [1, 2, 3, 4, 5] print(f"Original: {data}") print(f"Reversed: {list(reversed(data))}") print(f"Enumerate: {list(enumerate(data))}") print(f"Zip: {list(zip(data, ['a', 'b', 'c', 'd', 'e']))}") # Example 9: Iterator protocol in action print("\n\n9. ITERATOR PROTOCOL IN ACTION") print("-" * 60) print("Manual iteration (what 'for' loop does internally):") collection = NumberCollection([10, 20, 30]) iterator = iter(collection) # Calls __iter__() try: while True: item = next(iterator) # Calls __next__() print(f" Got: {item}") except StopIteration: print(" Iteration complete!") print("\n" + "="*60) print("🔑 PYTHON'S ITERATOR FEATURES:") print("="*60) print(""" 1. PROTOCOL METHODS: __iter__(): Returns iterator object __next__(): Returns next item or raises StopIteration 2. FOR LOOP SUPPORT: for item in collection: # Automatically uses __iter__() and __next__() 3. BUILT-IN FUNCTIONS: iter() - Get iterator from iterable next() - Get next item from iterator reversed() - Reverse iteration enumerate() - Add index to iteration zip() - Parallel iteration 4. GENERATORS (Recommended): def my_gen(): yield item # Simpler than creating iterator classes! 5. COMPREHENSIONS: [x for x in collection] # List comprehension (x for x in collection) # Generator expression {x for x in collection} # Set comprehension {k:v for k,v in items} # Dict comprehension """) print("\n" + "="*60) print("💡 BEST PRACTICE:") print("="*60) print(""" In Python, prefer GENERATORS over ITERATOR CLASSES: ❌ Old way (verbose): class MyIterator: def __init__(self, data): self.data = data self.index = 0 def __iter__(self): return self def __next__(self): if self.index >= len(self.data): raise StopIteration result = self.data[self.index] self.index += 1 return result ✅ New way (Pythonic): def my_generator(data): for item in data: yield item Generators are simpler, more readable, and memory-efficient! """) |
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