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Async By Example
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import asyncio | |
import time | |
async def square_func(n: int) -> int: | |
await asyncio.sleep(2) | |
print(f"square_func sleeping for 2 seconds") | |
return n * n | |
async def double_square_func(n: int) -> int: | |
res_sq = await square_func(n) | |
await asyncio.sleep(2) | |
print(f"double square_func sleeping for 2 seconds") | |
return 2 * res_sq | |
async def main(*args) -> None: | |
return await asyncio.gather(*(double_square_func(n) for n in args)) | |
if __name__ == "__main__": | |
t1 = time.time() | |
res = asyncio.run(main(22, 34, 44)) | |
t2 = time.time() | |
print(res) | |
print(f"{t2-t1} secs") |
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import asyncio | |
import httpx | |
from pathlib import Path | |
import time | |
from typing import List | |
import aiofiles | |
import uvloop | |
def timeit(func): | |
async def process(func, *args, **params): | |
if asyncio.iscoroutinefunction(func): | |
print("This function is a coroutine: {}".format(func.__name__)) | |
return await func(*args, **params) | |
else: | |
print("this is not a coroutine") | |
return func(*args, **params) | |
async def helper(*args, **params): | |
print("{}.time".format(func.__name__)) | |
start = time.time() | |
result = await process(func, *args, **params) | |
print(">>>", time.time() - start) | |
return result | |
return helper | |
async def get_one(url: str) -> None: | |
"""Download and save one pdf file from the url.""" | |
fullpath = Path(url) | |
fname = fullpath.name | |
ext = fullpath.suffix | |
client = httpx.AsyncClient() | |
if not ext: | |
raise RuntimeError("URL does not contain an extension") | |
try: | |
async with client.stream("GET", url) as r: | |
async with aiofiles.open(fname, "wb") as handle: | |
async for chunk in r.aiter_bytes(): | |
await handle.write(chunk) | |
msg = f"Finished downloading {fname}" | |
return msg | |
except httpx._exceptions.ConnectError: | |
print("Connection error") | |
except httpx._exceptions.NetworkError: | |
print("NetworkError") | |
except Exception as e: | |
raise | |
@timeit | |
async def get_all(urls: List[str]) -> List[str]: | |
res = await asyncio.gather(*(get_one(url) for url in urls)) | |
return res | |
if __name__ == "__main__": | |
urls = ( | |
"http://www.irs.gov/pub/irs-pdf/f1040.pdf", | |
"http://www.irs.gov/pub/irs-pdf/f1040a.pdf", | |
"http://www.irs.gov/pub/irs-pdf/f1040ez.pdf", | |
"http://www.irs.gov/pub/irs-pdf/f1040es.pdf", | |
"http://www.irs.gov/pub/irs-pdf/f1040sb.pdf", | |
) | |
uvloop.install() | |
results = asyncio.run(get_all(urls)) | |
for result in results: | |
print(result) |
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