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Quanta GenAI Curriculum · Python · Advanced

Python Advanced — 029: Calibrate closure capture with thread-safe queues centred on `asyncio tasks, gathers, and backoff` [746233]

Lesson 029: asyncio tasks, gathers, and backoff

Focus

Slow tempo wins; narrate checkpoints aloud: Advanced drills asyncio tasks, gathers, and backoff; spin token 250495 makes this page unlike its neighbours.

Key ideas

Example (LESSON_UID = "advanced-029")

# Advanced drill L029 topic-2 micro-8 pattern-10
LESSON_UID = "advanced-029"
spin_a, spin_b, spin_c = 601, 742, 108

def gate(v):
    if v < spin_a + 8:
        return "low", v ** 2
    if v > spin_b + 29:
        return "high", v // max(1, 8 + 1)
    return "mid", v + spin_c

cand = [24, 29, 248]
for candidate in cand:
    lbl, val = gate(candidate)
    print(candidate, lbl, val)

from pathlib import Path
import tempfile

with tempfile.TemporaryDirectory() as scratch:
    target = Path(scratch) / "scratch-29.txt"
    snap = [42, 655, 277]
    target.write_text("\n".join(str(x) for x in snap), encoding="utf-8")
    print("scratch_bytes", target.stat().st_size, "rolling", sum(snap) % (108 + 131))


import asyncio

async def finalize(seed, spin):
    await asyncio.sleep(0)
    blend = (seed * 131 + 2 * (2 % 997) + 8 * (8 % 853) + spin) % 900001
    return blend

async def harness(loop_seed):
    print("async_result", await finalize(loop_seed, 98754))

asyncio.run(harness(89233))

Practice

Practice 9: Enumerate three pytest markers you'd decorate if this lived in CI. Literal nudge 9.

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