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Quanta GenAI Curriculum · Python · Intermediate

Python Intermediate — 064: Partition stream caps while narrating checkpoints centred on `dataclass for succinct record types` [452751]

Lesson 064: dataclass for succinct record types

Focus

Anchor one invariant before you branch mentally: Intermediate drills dataclass for succinct record types; spin token 550806 makes this page unlike its neighbours.

Key ideas

Example (LESSON_UID = "intermediate-064")

# Intermediate drill L064 topic-6 micro-3 pattern-2
LESSON_UID = "intermediate-064"
spin_a, spin_b, spin_c = 474, 933, 407

blob = "384|D"
head, sep, tail = blob.partition("|")
print(tuple(zip(head, reversed(tail))))
filt = [ch for ch in head if ord(ch) % (spin_a % 5 + 2) != 0]
print("filt", filt)

from pathlib import Path
import tempfile

with tempfile.TemporaryDirectory() as scratch:
    target = Path(scratch) / "scratch-64.txt"
    snap = [77, 558, 48, 529, 19, 500]
    target.write_text("\n".join(str(x) for x in snap), encoding="utf-8")
    print("scratch_bytes", target.stat().st_size, "rolling", sum(snap) % (407 + 131))

Practice

Practice 18: Clone twice: expand literals vs shrink loops; compare narrative. Literal nudge 18.

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