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Quanta GenAI Curriculum · Python · Intermediate

Python Intermediate — 010: Budget loop invariants with deterministic seeds centred on `List and dict comprehensions` [757487]

Lesson 010: List and dict comprehensions

Focus

Anchor one invariant before you branch mentally: Intermediate drills List and dict comprehensions; spin token 122712 makes this page unlike its neighbours.

Key ideas

Example (LESSON_UID = "intermediate-010")

# Intermediate drill L010 topic-0 micro-9 pattern-12
LESSON_UID = "intermediate-010"
spin_a, spin_b, spin_c = 392, 86, 481

from io import StringIO

buf = StringIO()
rounds = 3 + 9 % 5
for idx in range(rounds):
    buf.write(f"seg-{idx}-{(idx * 10 + spin_b) % 997}\n")
buf.seek(0)
dump = buf.read()
print("lines", dump.count("\n"))
print("peek", dump.splitlines()[0] if dump else "<empty>")

from pathlib import Path
import tempfile

with tempfile.TemporaryDirectory() as scratch:
    target = Path(scratch) / "scratch-10.txt"
    snap = [23, 428, 833, 247]
    target.write_text("\n".join(str(x) for x in snap), encoding="utf-8")
    print("scratch_bytes", target.stat().st_size, "rolling", sum(snap) % (481 + 131))

Practice

Practice 18: Freeze async sleep at zero vs tiny float; articulate scheduling impact. Literal nudge 18.

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