An exercise to help build the right mental model for Python data.
- Solution: memory-graph.com#codeurl=http...
- Explanation: github.com/bterwijn/mem...

#PythonDev #memory_graph #ShallowCopy

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How do we turn, say €24.72, into coins? 🪙🪙💰⛀⛁

In this classic beginner-friendly exercise 𝐦𝐞𝐦𝐨𝐫𝐲_𝐠𝐫𝐚𝐩𝐡 visualizes what happens step-by-step at execution for easy understanding and debugging.

Run the demo: memory-graph.com#codeurl=http...

#PythonDev #memory_graph

How do Python for-loops work?

Using the Iterator Protocol:

𝑖𝑡𝑒𝑟𝑎𝑡𝑜𝑟 = 𝑖𝑡𝑒𝑟(𝑐𝑜𝑛𝑡𝑎𝑖𝑛𝑒𝑟)
𝑤ℎ𝑖𝑙𝑒 𝑇𝑟𝑢𝑒:
..𝑡𝑟𝑦:
....𝑣𝑎𝑙𝑢𝑒 = 𝑛𝑒𝑥𝑡(𝑖𝑡𝑒𝑟𝑎𝑡𝑜𝑟)
....𝑝𝑟𝑖𝑛𝑡(𝑣𝑎𝑙𝑢𝑒)
..𝑒𝑥𝑐𝑒𝑝𝑡 𝑆𝑡𝑜𝑝𝐼𝑡𝑒𝑟𝑎𝑡𝑖𝑜𝑛:
....𝑏𝑟𝑒𝑎𝑘

A Linked_List example: memory-graph.com#codeurl=http...

#PythonDev #memory_graph #Iterator #IteratorProtocol

An exercise to help build the right mental model for Python data.
- Solution: memory-graph.com#codeurl=http...
- Explanation: github.com/bterwijn/mem...

The Solution link uses 𝗺𝗲𝗺𝗼𝗿𝘆_𝗴𝗿𝗮𝗽𝗵: github.com/bterwijn/mem...
to visualize code execution.

#PythonDev #memory_graph #ShallowCopy #DeepCopy

Data Structures in Python get easy when you can see the structure of your data using 𝗺𝗲𝗺𝗼𝗿𝘆_𝗴𝗿𝗮𝗽𝗵. A Binary Tree example: memory-graph.com#codeurl=http...

VS Code setup: dai.ly/xb2u52e?star...

memory_graph GitHub: github.com/bterwijn/mem...

#PythonDev #memory_graph #DataStructures #BinaryTree

An exercise to help build the right mental model for Python data.
- Solution: memory-graph.com#codeurl=http...
- Explanation: github.com/bterwijn/mem...

The Solution link uses memory_graph: github.com/bterwijn/mem...
to reveal what’s actually happening.

#PythonDev #memory_graph #Mutability

Programming courses often focus heavily on understanding code, while paying far less attention to understanding the program state.

Package memory_graph: memory-graph.com#codeurl=http...
visualizes the state for easy program understanding and debugging.

#PythonDev #memory_graph #PythonTeaching

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