🧠 What is a Generator in Python?
A generator is a special type of iterator that produces values lazily—one at a time, and only when needed—without storing them all in memory.
---
❓ How do you create a generator?
✅ Correct answer:
Option 1: Use the
🔥 Simple example:
When you call this function:
Each time you call
---
⛔ Why are the other options incorrect?
- Option 2 (class with
It works, but it’s more complex. Using
- Options 3 & 4 (
Loops are not generators themselves. They just iterate over iterables.
---
💡 Pro Tip:
Generators are perfect when working with large or infinite datasets. They’re memory-efficient, fast, and clean to write.
---
📌 #Python #Generator #yield #AdvancedPython #PythonTips #Coding
🔍By: https://t.iss.one/DataScienceQ
A generator is a special type of iterator that produces values lazily—one at a time, and only when needed—without storing them all in memory.
---
❓ How do you create a generator?
✅ Correct answer:
Option 1: Use the
yield keyword inside a function.🔥 Simple example:
def countdown(n):
while n > 0:
yield n
n -= 1
When you call this function:
gen = countdown(3)
print(next(gen)) # 3
print(next(gen)) # 2
print(next(gen)) # 1
Each time you call
next(), the function resumes from where it left off, runs until it hits yield, returns a value, and pauses again.---
⛔ Why are the other options incorrect?
- Option 2 (class with
__iter__ and __next__): It works, but it’s more complex. Using
yield is simpler and more Pythonic.- Options 3 & 4 (
for or while loops): Loops are not generators themselves. They just iterate over iterables.
---
💡 Pro Tip:
Generators are perfect when working with large or infinite datasets. They’re memory-efficient, fast, and clean to write.
---
📌 #Python #Generator #yield #AdvancedPython #PythonTips #Coding
🔍By: https://t.iss.one/DataScienceQ
👍6❤2🔥2❤🔥1
❓ Interview question
What is a generator in Python?
Answer:A generator is a special type of function that returns an iterator using the `yield` keyword instead of `return`. It allows you to generate a sequence of values lazily, meaning values are produced on-demand rather than all at once. This saves memory and improves performance when dealing with large datasets.
tags: #python #interview #generator #iterator #programming
By: t.iss.one/DataScienceQ 🚀
What is a generator in Python?
Answer:
tags: #python #interview #generator #iterator #programming
By: t.iss.one/DataScienceQ 🚀
Telegram
Python Data Science Jobs & Interviews
Your go-to hub for Python and Data Science—featuring questions, answers, quizzes, and interview tips to sharpen your skills and boost your career in the data-driven world.
Admin: @Hussein_Sheikho
Admin: @Hussein_Sheikho