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fruits = ["Apple", "Orange", "Banana", "Kiwi", "Lemon", "Mango"] meats = ["Chicken", "Beef", "Pork", "Duck", "Mutton"] vegetables = ["Onion", "Carrot", "Garlic", "Spinach", "Eggplant"] print(zip(fruits, meats, vegetables)) # <zip object at 0x7da5876aaa40> print(zip(fruits, meats, vegetables)[0]) # Error print(list(zip(fruits, meats, vegetables))) # [('Apple', 'Chicken', 'Onion'), # ('Orange', 'Beef', 'Carrot'), # ('Banana', 'Pork', 'Garlic'), # ('Kiwi', 'Duck', 'Spinach'), # ('Lemon', 'Mutton', 'Eggplant')] f, m, v = list(zip(fruits, meats, vegetables))[0] print(f, m, v) # Apple Chicken Onion for f, m, v in zip(fruits, meats, vegetables): print(f, m, v) # Apple Chicken Onion # Orange Beef Carrot # Banana Pork Garlic # Kiwi Duck Spinach # Lemon Mutton Eggplant
fruits = ["Apple", "Orange", "Banana", "Kiwi", "Lemon", "Mango"] meats = ["Chicken", "Beef", "Pork", "Duck", "Mutton"] vegetables = ["Onion", "Carrot", "Garlic", "Spinach", "Eggplant"] print(list(zip(zip(fruits, meats), vegetables))) # [(('Apple', 'Chicken'), 'Onion'), # (('Orange', 'Beef'), 'Carrot'), # (('Banana', 'Pork'), 'Garlic'), # (('Kiwi', 'Duck'), 'Spinach'), # (('Lemon', 'Mutton'), 'Eggplant')] fm, v = list(zip(zip(fruits, meats), vegetables))[0] print(fm, v) # ('Apple', 'Chicken') Onion (f, m), v = list(zip(zip(fruits, meats), vegetables))[0] [f, m], v = list(zip(zip(fruits, meats), vegetables))[0] print(f, m, v) # Apple Chicken Onion for fm, v in zip(zip(fruits, meats), vegetables): print(fm, v) # ('Apple', 'Chicken') Onion # ('Orange', 'Beef') Carrot # ('Banana', 'Pork') Garlic # ('Kiwi', 'Duck') Spinach # ('Lemon', 'Mutton') Eggplant for (f, m), v in zip(zip(fruits, meats), vegetables): for [f, m], v in zip(zip(fruits, meats), vegetables): print(f, m, v) # Apple Chicken Onion # Orange Beef Carrot # Banana Pork Garlic # Kiwi Duck Spinach # Lemon Mutton Eggplant
fruits = ["Apple", "Orange", "Banana", "Kiwi", "Lemon", "Mango"] meats = ["Chicken", "Beef", "Pork", "Duck", "Mutton"] vegetables = ["Onion", "Carrot", "Garlic", "Spinach", "Eggplant"] print(list(zip(zip(fruits, zip(meats)), vegetables))) # [(('Apple', ('Chicken',)), 'Onion'), # (('Orange', ('Beef',)), 'Carrot'), # (('Banana', ('Pork',)), 'Garlic'), # (('Kiwi', ('Duck',)), 'Spinach'), # (('Lemon', ('Mutton',)), 'Eggplant')] fm, v = list(zip(zip(fruits, zip(meats)), vegetables))[0] print(fm, v) # ('Apple', ('Chicken',)) Onion (f, m), v = list(zip(zip(fruits, zip(meats)), vegetables))[0] [f, m], v = list(zip(zip(fruits, zip(meats)), vegetables))[0] print(f, m, v) # Apple ('Chicken',) Onion (f, (m,)), v = list(zip(zip(fruits, zip(meats)), vegetables))[0] [f, [m]], v = list(zip(zip(fruits, zip(meats)), vegetables))[0] print(f, m, v) # Apple Chicken Onion for fm, v in zip(zip(fruits, zip(meats)), vegetables): print(fm, v) # ('Apple', ('Chicken',)) Onion # ('Orange', ('Beef',)) Carrot # ('Banana', ('Pork',)) Garlic # ('Kiwi', ('Duck',)) Spinach # ('Lemon', ('Mutton',)) Eggplant for (f, m), v in zip(zip(fruits, zip(meats)), vegetables): for [f, m], v in zip(zip(fruits, zip(meats)), vegetables): print(f, m, v) # Apple ('Chicken',) Onion # Orange ('Beef',) Carrot # Banana ('Pork',) Garlic # Kiwi ('Duck',) Spinach # Lemon ('Mutton',) Eggplant for (f, (m,)), v in zip(zip(fruits, zip(meats)), vegetables): for [f, [m]], v in zip(zip(fruits, zip(meats)), vegetables): print(f, m, v) # Apple Chicken Onion # Orange Beef Carrot # Banana Pork Garlic # Kiwi Duck Spinach # Lemon Mutton Eggplant
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Python? Unittest ? Pytest? ??? ? ???? ??, ?? ? ??? ????? ? ?? ?? ???? ??? ??? ?????. 1. ??? ??? ?? ??? ???? ??? ??? ??? ?????. UnitTest? ??? ??? ???? ???? Test \ _? ???? ???? ?????. Pytest? ? ?????. Test \ _?? ???? ?? ? ??????. 2. ??? ?? ?? ? ?? ? ??? ??? ????. UnitTest? Assertequal, AssertTrue ? ?? ??? ???? ?? Pytest? ??? Assert ?? ???? ?? ?? ??? ???? ?????. 3. ?? ??? ?? ? ?? ????? ????? ????.

pythonisidealfordataanalysisduetonumpyandpandas.1) numpyexcelsatnumericalcomputationsfast, multi-dimensionalArraysandectorizedOferationsLikenp.sqrt ()

?? ????? (DP)? ??? ??? ? ??? ?? ??? ??? ??? ? ??? ??? ?? ??? ???? ??? ????? ??????. ? ?? ?? ??? ????. 1. ??? (??) : ??? ?? ??? ???? ??? ???? ?? ??? ??????. 2. ??? (?) : ?? ???? ???? ????? ?????. ???? ???, ?? ?? ?? ?? ??/?? ?, ??? ??? ?? ?? ?? ??? ??? ????? ?????. ?????? ????? ?? ???? ?? ??? ? ???, ?? ??? ???? ?? ?? ??? ???? ??? ???? ????? ???? ???????.

??? ?? ???? ????? ????? __iter_ ? __next__ ???? ???????. ① __iter__ ???? ??? ? ?? ??? ???? ??? ?? ?? ??? ?????. ② __next__ ???? ? ??? ?? ????, ?? ??? ??? ????, ? ?? ??? ??? stopiteration ??? ??????. status ??? ???? ??????? ?? ??? ??? ?? ?? ??? ???????. pile ?? ?? ???? ?? ??? ?? ? ??? ?? ? ??? ?????? ?????. simple ??? ??? ?? ?? ??? ?? ???? ???? ?? ??? ? ??? ?? ????? ???? ??? ??? ???????.

Python? ?? ???? ?? ???, ?? ?? ????, ?? ???? ?? ? AI/ML ??? ???? ??? ?????. ??, Cpython? ???? ????? ?? ??, ?? ?? ??? ? ?? ? ?? ??? ?? ??? ??????. ??, ??? ????? ?? ?? ? ?? ??? ????? ?? ?? ? ? ??? ?? ?????. ??, Pyscript ? Nuitka? ?? ?? ???? ??? ??? ?? ??? ?????. ?????, AI ? ??? ?? ??? ?? ???? ??? ?? ???????? ???? ?? ? ??? ?????. ??? ??? Python? ??? ??? ????? ???? ?? ??? ???? ??? ?????.

Python? ?? ??? ???? ?????? ????, ????? ? ?? ??????? ???? ? ??? ??? ???? ?? ??? ?????. ?? TCP ??? ????? Socket.Socket ()? ???? ??? ??? ?? ? ??? ????? .listen ()? ???? ??? ?? .accept ()? ?? ????? ??? ???????. TCP ?????? ????? ?? ??? ??? ??? ????? .connect ()? ?? ? ?? .sendall ()? ???? ???? ??? .recv ()? ?? ??? ??????. ?? ?????? ????? 1. ??? : ??? ??? ? ???? ??? ? ????. 2. ??? I/O : ?? ??, Asyncio ?????? ? ??? ??? ?? ? ? ????. ???? ? ?

???? Python ?? ?? ?????? ?? ????, "??? ?????, ?? ??"? ???? ??? ??? ??? ?? ??? ?????. 1. ???? ?? ? ??? ?? ?????. ?? ???? ?? ??? ???? ??? ? ? ????. ?? ??, Spoke () ?? ???? ??? ??? ?? ??? ?? ????? ?? ??? ??? ????. 2. ???? ?? ???? ??? ??? ?????? Draw () ???? ???? ????? ?? ???? ?? ??? ???? ??? ???? ?? ?? ?? ??? ????? ?? ?? ????? ?? ?????. 3. Python ?? ???? ???????. ?? ???? ??? ???? ?? ???? ??? ????? ??? ?? ???? ??? ???? ????. ??? ??? ??? ???? ? ??? "?? ??"??????. 4. ???? ? ???? ?? ??? ?????

Python List ????? ?? ?? ??? [Start : End : Step] ??? ????? ??? ???? ????. 1. ?? ????? ?? ??? ?? [start : end : step]???. ??? ?? ??? (??), ?? ? ??? (???? ??)?? ??? ?? ?????. 2. ????? ???? 0?? ????? ???? ????? ??? ??? ???? ????? ??? 1? ??????. 3. my_list [: n]? ???? ? ?? n ??? ?? my_list [-n :]? ???? ??? n ??? ????. 4. My_List [:: 2]? ?? ??? ?? ?? ??? ???? ??? ??? ?? ?? ?? ??? ???? ? ????. 5. ???? ???? ? ???? ???? ????
