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Step-by-Step Guide to Reading Different Files in Python

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 In the world of data science, automation, and general programming, working with files is unavoidable. Whether you’re dealing with CSV reports, JSON APIs, Excel sheets, or text logs, Python provides rich and easy-to-use libraries for reading different file formats. In this guide, we’ll explore how to read different files in Python , with code examples and best practices. 1. Reading Text Files ( .txt ) Text files are the simplest form of files. Python’s built-in open() function handles them effortlessly. Example: # Open and read a text file with open ( "sample.txt" , "r" ) as file: content = file.read() print (content) Explanation: "r" mode means read . with open() automatically closes the file when done. Best Practice: Always use with to handle files to avoid memory leaks. 2. Reading CSV Files ( .csv ) CSV files are widely used for storing tabular data. Python has a built-in csv module and a powerful pandas library. Using cs...

Python: Built-in Functions vs. For & If Loops – 5 Programs Explained

Python’s built-in functions make coding fast and efficient. But understanding how they work under the hood is crucial to mastering Python. This post shows five Python tasks, each implemented in two ways:

  • Using built-in functions
  • Using for loops and if statements
Illustration comparing Python built-in functions with manual logic using loops and conditions


✅ 1. Sum of a List

✅ Using Built-in Function:

numbers = [10, 20, 30, 40] total = sum(numbers) print("Sum:", total)

🔁 Using For Loop:

numbers = [10, 20, 30, 40]
total = 0 for num in numbers: total += num print("Sum:", total)

✅ 2. Find Maximum Value

✅ Using Built-in Function:

values = [3, 18, 7, 24, 11]
maximum = max(values) print("Max:", maximum)

🔁 Using For and If:

values = [3, 18, 7, 24, 11]
maximum = values[0] for val in values: if val > maximum: maximum = val print("Max:", maximum)

✅ 3. Count Vowels in a String

✅ Using Built-ins:

text = "hello world"
vowel_count = sum(1 for ch in text if ch in "aeiouAEIOU") print("Vowel Count:", vowel_count)

🔁 Using For and If:

text = "hello world"
vowel_count = 0 for ch in text: if ch in "aeiouAEIOU": vowel_count += 1 print("Vowel Count:", vowel_count)

✅ 4. Reverse a String

✅ Using Built-in:

text = "Python"
reversed_text = text[::-1] print("Reversed:", reversed_text)

🔁 Using For Loop:

text = "Python"
reversed_text = "" for ch in text: reversed_text = ch + reversed_text print("Reversed:", reversed_text)

✅ 5. Check for a Prime Number

✅ Using Built-in with any():

n = 29
is_prime = n > 1 and not any(n % i == 0 for i in range(2, int(n**0.5)+1)) print(f"{n} is Prime:", is_prime)

🔁 Using For and If:

n = 29
is_prime = True if n <= 1: is_prime = False else: for i in range(2, int(n**0.5) + 1): if n % i == 0: is_prime = False break print(f"{n} is Prime:", is_prime)

🎯 Conclusion

Python’s built-in functions are fast and readable — ideal for writing cleaner code. But understanding how to manually replicate their behavior using for and if gives you a solid grasp of Python’s inner workings.

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