?? ??? Python ???? ?? ??? ?? ? ?????. ??? ??? ???, ??? ?????, CSV ??? ?????, ???? ???? ?? ?? ?? ??? ???? ?? ?????. ?????? Python?? ?? ??? ??? ??? ???, ??, ??, ??, ??? ? ?? ?? ??? ?? ?? ??? ? ????.
? ????? ?? ???? CSV ? JSON? ?? ???? ?? ?? ??? ????? ?? ??? ???? Python? ?? ??? ?? ?? ??? ??? ???????. ?? ??? ??? ????? ???? ??? ???? ???? ??? ?? ?? ??? ????. ???? Python? ???? ????? ??? ???? ? ???? ?? ? ????.
?? ??:
- ?? ?? ? ??
- ???? ??
- ??? ??
- ???? ?? ??
- ?? ??
- ?? ??? os ? pathlib ??
- CSV ? JSON ?? ??
- ???? ?? ?? ??
- ?? ??? ? ?? ??? ?? ??
1. ?? ?? ? ??
?? ??? ? ? ?? ?? ?? ? ?? ??? ?? ????. Python??? ?? ??? ??? ? ??(?: "r" ??, "w" ?? ?? "a" ??)?? ? ?? ?? ??? ???? open() ??? ???? ? ??? ?????. ). ??? ??? ??? ?? ???? ???? ?? ?????.
?:
# Open a file in write mode file = open("example.txt", "w") # Write some content to the file file.write("Hello, World!") # Always close the file after you're done to free up system resources file.close()
??:
open("example.txt", "w"): ?? ???? example.txt ??? ???. ??? ???? ??? Python? ??? ?????. ???? ?? ???? ???.
file.write("Hello, World!"): "Hello, World!" ???? ???. ???.
file.close(): ??? ????. ?? ?? ?? ??? ???? ???? ????? ???? ? ?????.
? ?? ??: with ? ??
with ?? ??? ???? ???? ??? ???? ????? close()? ??? ??? ????.
with open("example.txt", "w") as file: file.write("Hello, World!") # The file is automatically closed here, even if an error occurs
??:
with ?? ?? ???? ??? ?????? ?? ??? ??? ? ??? ???? ???? ?????. ?? ?? ???? ??? ???? ??? ??? ??? ? ????.
2. ???? ??
Python??? ?? ??? ? ?? ??? ??? ? ?? ????? ?? ?? ?? ???? ??? ?? ? ????.
?(?? ?? ??):
with open("example.txt", "r") as file: content = file.read() # Read the entire file at once print(content)
??:
open("example.txt", "r"): ??? ?? ??("r")? ???.
file.read(): ??? ?? ??? ?? ???? ?????. ?? ?? ???? ????? ? ???? ????? ? ????.
print(content): ???? ??? ?????.
?(? ?? ????? ??):
# Open a file in write mode file = open("example.txt", "w") # Write some content to the file file.write("Hello, World!") # Always close the file after you're done to free up system resources file.close()
??:
??? for ?? ??? ??? ? ?? ???? ??? ??? ?? ??? ??????.
line.strip(): ???? ?? ? ??? ??/?? ?? ?? ?? ??? ?????.
3. ??? ??
??? ???? ??? "w" ?? "a" ??? ?????. "w" ??? ??? ???? "a" ??? ?? ???? ?????.
?(??? ??):
with open("example.txt", "w") as file: file.write("Hello, World!") # The file is automatically closed here, even if an error occurs
??:
open("example.txt", "w"): ?? ??? ??? ???. ??? ??? ??? ???, ??? ??? ????.
file.write(): ???? ??? ???. ??? ?? ? ?? n? ??? ? ????.
?(??? ??):
with open("example.txt", "r") as file: content = file.read() # Read the entire file at once print(content)
??:
open("example.txt", "a"): ??? ?? ??("a")? ???. ?, ?? ???? ???? ?? ?? ?? ? ???? ?????.
file.write("nThis will be added at the end."): ?? ?? ? ?? ??, ? ?? ????? n? ?????.
4. ???? ?? ??
???, ??? ?? ?? ???? ???? ?? ???? ?? ??? ??? ?? ???? ??(??? ?? "rb", ??? ?? "wb")? ???? ???.
?(???? ?? ??):
with open("example.txt", "r") as file: for line in file: # Loop through each line in the file print(line.strip()) # Remove trailing newline characters and print the line
??:
open("image.jpg", "rb"): ???? ???? ??? ??-???? ??("rb")? ??? ???.
Binary_file.read(): ??? ?? ???? ??? ????.
????_???[:10]: ??? ?? 10???? ?????. ?? ???? ???? ??? ?? ??? ???? ? ?????.
5. ?? ??
?? ?? ? ?? ??, ?? ?? ?? ??? ??? ? ????. Try-Exception ??? ???? ??? ??? ???? ??? ? ????.
?:
with open("example.txt", "w") as file: file.write("Writing a new line of text.")
??:
try ??? ???? ?? ? ?? ??? ?? ???? ?????.
??? ?? ? ?? ??, FileNotFoundError ?? ??? ??? ???? ????? ????? ?? ????? ??? ???? ?????.
6. ?? ??? os ? pathlib ??
os ? pathlib ??? ??? ??? ?? ?? ? ???? ?? ???? ?? ???? ??? ?????. ?? ?? ??? ?????, ??? ????, ??? ? ????.
?(os ??):
# Open a file in write mode file = open("example.txt", "w") # Write some content to the file file.write("Hello, World!") # Always close the file after you're done to free up system resources file.close()
??:
with open("example.txt", "w") as file: file.write("Hello, World!") # The file is automatically closed here, even if an error occurs
?(pathlib ??):
with open("example.txt", "r") as file: content = file.read() # Read the entire file at once print(content)
??:
Path("new_example.txt"): ??? ???? Path ??? ?????.
file_path.exists(): ??? ????? ?????.
file_path.unlink(): ??? ?????.
7. CSV ? JSON ?? ??
Python? csv ? json ??? ???? CSV(??? ??? ?) ? JSON(JavaScript Object Notation)? ?? ???? ??? ???? ?? ??? ? ????.
CSV ??
csv ??? ???? ?? ?? ??? ???? ??? ? ????.
?(CSV ??):
with open("example.txt", "r") as file: for line in file: # Loop through each line in the file print(line.strip()) # Remove trailing newline characters and print the line
??:
csv.writer(file): CSV ??? ?? ?? ?? ??? ??? ?????.
writer.writerow(): ? ??? ?? ??? ???.
?(CSV ??):
with open("example.txt", "w") as file: file.write("Writing a new line of text.")
??:
? ?? ???? csv.reader(file): CSV ??? ? ?? ???? ??? ??? ?????.
for row in reader ??? ? ?? ?? ?????.
JSON ??
json ??? ?-? ??? ???? ???? ?? ?? ? ?????.
?(JSON ??):
with open("example.txt", "a") as file: file.write("\nThis will be appended at the end.")
??:
json.dump(data, file): ?? ???? JSON?? ??? ???.
?(JSON ??):
with open("image.jpg", "rb") as binary_file: binary_data = binary_file.read() # Read the entire file in binary mode print(binary_data[:10]) # Print first 10 bytes for preview
??:
json.load(file): JSON ??? ?? ?? Python ???? ?????.
8. ???? ?? ?? ??
??? ??? ??? ?? ?? ??? ???? ???? ??? ??? ???? ???? ?? ? ??????.
?(??? ??):
try: with open("nonexistentfile.txt", "r") as file: content = file.read() except FileNotFoundError: print("The file does not exist!")
??
Python?? ?? ??? ?????? ?????. ??? ??? ????, ???? ????, ??? ??? ??? ???? ?? ??? ????? ?? ??? ? ?????. ? ???? ??? ?? ??? ???? ?? ????? ????? ?? ??? Python ????? ???? ? ??? ? ????.
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???? Python ?? ?? ?????? ?? ????, "??? ?????, ?? ??"? ???? ??? ??? ??? ?? ??? ?????. 1. ???? ?? ? ??? ?? ?????. ?? ???? ?? ??? ???? ??? ? ? ????. ?? ??, Spoke () ?? ???? ??? ??? ?? ??? ?? ????? ?? ??? ??? ????. 2. ???? ?? ???? ??? ??? ?????? Draw () ???? ???? ????? ?? ???? ?? ??? ???? ??? ???? ?? ?? ?? ??? ????? ?? ?? ????? ?? ?????. 3. Python ?? ???? ???????. ?? ???? ??? ???? ?? ???? ??? ????? ??? ?? ???? ??? ???? ????. ??? ??? ??? ???? ? ??? "?? ??"??????. 4. ???? ? ???? ?? ??? ?????

???? __iter __ () ? __next __ () ???? ???? ?????. ???? ??? ? ??? ????, ?? ???? ?? ??? ??? ???? ?????. 1. ???? ?? () ?? ? ??? ??? ???? ? ?? ??? ?? ? ?? ???? ??? ????. 2. ???? ?? ??? ???? ??? ???? ???? ???? ???? ?? ???? ?????. 3. ???? ???? ?? ??? ?? ? ? ? ??? ?? ? ???????? ? ? ??? ?? ??? ??? ???? ?? ? ? ???? ??????. ?? : ??? ?? ???? ??? ???? ????. ???? ?? ?? ? ??? ?????? ???? ? ?? ?? ? ? ????.

API ??? ??? ??? ?? ??? ???? ???? ???? ????. 1. Apikey? ?? ??? ?? ????, ????? ?? ?? ?? URL ?? ??? ?????. 2. Basicauth? ?? ???? ??? Base64 ??? ??? ??? ??? ????? ?????. 3. OAUTH2? ?? Client_ID ? Client_Secret? ?? ??? ?? ?? ?? ??? BearEtroken? ???????. 4. ?? ??? ???? ?? ?? ?? ???? ????? ???? ?? ?? ? ????. ???, ??? ?? ??? ??? ???? ?? ??? ???? ???? ?? ?????.

????? ??? ? ??? ??? ?? ??? ???? ??? zip () ??? ???? ????.? ??? ?? ??? ???? ?? ??? ?? ????. ?? ??? ???? ?? ?? itertools.zip_longest ()? ???? ?? ?? ? ??? ?? ? ????. enumerate ()? ???? ??? ???? ?? ? ????. 1.zip ()? ???? ????? ?? ??? ??? ??? ?????. 2.zip_longest ()? ???? ?? ??? ?? ? ? ???? ?? ? ????. 3. Enumental (Zip ())? ??? ??? ????? ??? ???? ???? ?? ???? ?? ? ????.

typehintsinpythonsolvetheproblemombiguityandpotentialbugsindynamicallytypedcodebyallowingdevelopscifyexpectiontypes. theyenhancereadability, enablearylybugdetection ? improvetoomingsupport.typehintsareaddedusingaColon (:) forvariblesAndAramete

inpython, iteratorsareobjectsthatlowloppingthroughcollections __ () ? __next __ ()

Assert? ????? ???? ???? ?? ? ???? ??? ???? ??? ?? ?? ????. ??? ??? ??? ?? ??? ?????, ?? ?? ?? ??, ?? ?? ?? ?? ?? ?? ??? ????? ?? ?? ??? ?? ???? ??? ? ??? ??? ??? ??? ?? ???????. ?? ??? ???? ?? ?? ???? ?? ????? ??? ? ????.

API? ?????? Python? ?? ?????? ???????. ??? ?????? ????, ??? ???, ??? ????, ?? ??? ???? ? ???? ????. ?? PipinstallRequests? ?? ?????? ??????. ?? ?? requests.get () ?? requests.post () ? ?? ???? ???? ?? ?? ?? ??? ?????. ?? ?? response.status_code ? response.json ()? ???? ?? ??? ???? ????? ??????. ?????, ?? ?? ?? ??? ???? ?? ?? ??? ???? ? ?? ?????? ???? ?? ???? ???? ???? ??????.
