Inital version
This commit is contained in:
parent
42cc49eda0
commit
d33ad8a0f6
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[[source]]
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name = "pypi"
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url = "https://pypi.org/simple"
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verify_ssl = true
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[dev-packages]
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[packages]
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jupyterlab = "*"
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aiohttp = "*"
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aiofile = "*"
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[requires]
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python_version = "3.8"
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[scripts]
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jupyter = "python3 -m jupyter lab --ip 0.0.0.0 --NotebookApp.token ''"
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@ -0,0 +1,754 @@
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{
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"_meta": {
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"hash": {
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"sha256": "2c962f0e662676805cfdd3cdf5544dfb595843fd82646825b498008d1a1d4802"
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},
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"pipfile-spec": 6,
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"requires": {
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"python_version": "3.8"
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},
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"sources": [
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{
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"name": "pypi",
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"url": "https://pypi.org/simple",
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"verify_ssl": true
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}
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]
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},
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"default": {
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"aiofile": {
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"hashes": [
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"sha256:50cb8aad220e78b39910101a22540246385f0e011c6064d190d548a7c5d6464b",
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],
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"index": "pypi",
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"version": "==3.3.3"
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},
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"aiohttp": {
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"hashes": [
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"sha256:f411cb22115cb15452d099fec0ee636b06cf81bfb40ed9c02d30c8dc2bc2e3d1"
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],
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"index": "pypi",
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"version": "==3.7.3"
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},
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"argon2-cffi": {
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"hashes": [
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"sha256:05a8ac07c7026542377e38389638a8a1e9b78f1cd8439cd7493b39f08dd75fbf",
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"version": "==20.1.0"
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"async-generator": {
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"hashes": [
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],
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"markers": "python_version >= '3.5'",
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"version": "==1.10"
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},
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"async-timeout": {
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"hashes": [
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],
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"markers": "python_full_version >= '3.5.3'",
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"version": "==3.0.1"
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},
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"attrs": {
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"hashes": [
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|
||||
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
|
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"version": "==20.3.0"
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},
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"backcall": {
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"hashes": [
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"bleach": {
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|
||||
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|
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||||
"caio": {
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||||
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"sha256:4953fb0b4fdb7e08b2f3b3be80a00d28c5c8a2056bb066169de00e6501b986b6",
|
||||
"sha256:4c5bcfc3ed226bf6419f7a33982fb4b8ec2e45785a0561eb99274ebbf09fdd6a",
|
||||
"sha256:547f7665ad50fa8563150ed079f8e805e63dd85def6674c97efd78eed6c224a6",
|
||||
"sha256:5b883e458058f8d6099e4420f0cc2567989032b5f34b271c0827de9f1079a424",
|
||||
"sha256:63f90b20ca654b3ecc7a8d62c03ffa46999595f0167d6450fa8383bab252987e",
|
||||
"sha256:68dc568889b1c13f1e4745c96b931cc94fdd0defe92a72c2b8ce01091b22e35f",
|
||||
"sha256:69ee97c71fee1f63d04c945f56d5d726483c4762845400a6795a3b75d56b6c50",
|
||||
"sha256:6d6283d8e0631b617edf0fd726353cb76630b83a089a40933043894e7f6721e2",
|
||||
"sha256:72a660bdd24497e3e84f5519e57a9ee9220b6f3ac4d45056961bf22838ce20cc",
|
||||
"sha256:73494d5b71099ae8cb8754f1df131c11d433b387efab7b51849e7e1e851f07a4",
|
||||
"sha256:7356644cbed76119d0b6bd32ffba704d30d747e0c217109d7979a7bc36c4d970",
|
||||
"sha256:8a9066529240171b68893d60dca86a763eae2139dd42f42106b03cf4b426bf10",
|
||||
"sha256:8aa3decd5e0e852dc68335abf5478a518b41bf2ab2f330fe44916399efedfae0",
|
||||
"sha256:97b5bdc450d63c3ba30a127d018b866ea94e65655efaf889ebeabc20f7d12406",
|
||||
"sha256:9ede61b0854e267fd565e7527e2f2eb3ef8858b301319be0604177690e1a3896",
|
||||
"sha256:b2e9a456c121e26d13c29251f8267541bd75e6a1ccf9e859179701c36a078643",
|
||||
"sha256:b5dfc9a40c198334f4f3f55880ecf910adebdcb2a0b9a9c23c9345faa9185721",
|
||||
"sha256:bafb450deef6861815ed579c7a6113a879a6ef58aed4c3a4be54400ae8871478",
|
||||
"sha256:c49ff66d479d38ab863c50f7bb27dee97c6627c5fe60697de15529da9c3de724",
|
||||
"sha256:ce3beb46a72d9f2190f9e1027886bfc513702d748047b548b05dab7dfb584d2e",
|
||||
"sha256:d26608cf178efb8faa5ff0f2d2e77c208f471c5a3709e577a7b3fd0445703ac8",
|
||||
"sha256:d597767fcd2c3dc49d6eea360c458b65643d1e4dbed91361cf5e36e53c1f8c96",
|
||||
"sha256:d5c32c82990e4ac4d8150fd7652b972216b204de4e83a122546dce571c1bdf25",
|
||||
"sha256:d8d07d102f17b68966e2de0e07bfd6e139c7c02ef06d3a0f8d2f0f055e13bb76",
|
||||
"sha256:e46fba844f4895b36f4c398c5af062a9808d1f26b2999c58909517384d5deda2",
|
||||
"sha256:e6b5460dc5ad42ad2b36cca524491dfcaffbfd9c8df50508bddc354e787b8dc2",
|
||||
"sha256:f040bcc6725c821a4c0665f3aa96a4d0805a7aaf2caf266d256b8ed71b9f041c",
|
||||
"sha256:f0b059678fd549c66b89bed03efcabb009075bd131c248ecdf087bdb6faba24a",
|
||||
"sha256:fcbb48a93e8699eae920f8d92f7160c03567b421bc17362a9ffbbd706a816f71"
|
||||
],
|
||||
"markers": "python_version >= '3.6'",
|
||||
"version": "==1.6.3"
|
||||
}
|
||||
},
|
||||
"develop": {}
|
||||
}
|
||||
|
|
@ -0,0 +1,317 @@
|
|||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Asyncio"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"Asyncio is an asynchronous IO library for Python that utilises the async/await syntax . I was added to the standard library in Python 3.5. \n",
|
||||
"\n",
|
||||
"This is a simple over view. Asyncio and async/await isn't the the simplest, this is my take on it.\n",
|
||||
"\n",
|
||||
"There is more in-depth content in the Further Reading section bellow"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Synchronous vs Asynchronous"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"There are two ways of running code, synchronously; multiple tasks sequentially and asynchronously; multiple tasks concurrently."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Sync delay"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import time\n",
|
||||
"\n",
|
||||
"def syncsleep(delay):\n",
|
||||
" print(\"Sleeping for {} seconds\".format(str(delay)))\n",
|
||||
" time.sleep(delay)\n",
|
||||
" print(\"Finished sleeping for {} seconds\".format(str(delay)))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"syncsleep(2)\n",
|
||||
"syncsleep(1)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Async delay"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import asyncio\n",
|
||||
"\n",
|
||||
"async def asyncsleep(delay):\n",
|
||||
" print(\"Sleeping for {} seconds\".format(str(delay)))\n",
|
||||
" await asyncio.sleep(delay)\n",
|
||||
" print(\"Finished sleeping for {} seconds\".format(str(delay)))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"loop = asyncio.get_event_loop() \n",
|
||||
"loop.create_task(asyncsleep(3))\n",
|
||||
"loop.create_task(asyncsleep(2))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## What is it good for?\n",
|
||||
"\n",
|
||||
"Asyncio is good for IO bound code, including file and network IO.\n",
|
||||
"\n",
|
||||
"It is not good for CPU bound tasks, like mathematical computations or tightly bound loops.\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Async Await"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"Async and await are basicly fancy generators that we call coroutines. Coroutines are functions that can be paused, like generators. ```await``` is basicly the same as ```yeild from```"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Generators"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"def fib(limit): \n",
|
||||
" a, b = 0, 1\n",
|
||||
" \n",
|
||||
" while a < limit: \n",
|
||||
" yield a \n",
|
||||
" a, b = b, a + b \n",
|
||||
" return \"Done\""
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"f = fib(10)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"f.__next__()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"for i in fib(5): \n",
|
||||
" print(i) "
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Event loop\n",
|
||||
"\n",
|
||||
"A coroutine can only called and awited by another coroutine. This causes a chicken and egg problem. \n",
|
||||
"\n",
|
||||
"To solve this problem an event loop is needed. Asyncio is an implemetation of an event loop. "
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## How it works\n",
|
||||
"\n",
|
||||
"Asyncio runs in a single thread, it uses cooperative mulitasking.\n",
|
||||
"\n",
|
||||
"A coroutine will pause while it waits for a result, giving controll back to the event loop. This allows other coroutines to run. \n",
|
||||
"\n",
|
||||
"When a result is received the event loop will pick it up and continue execution of the coroutine. \n",
|
||||
"\n",
|
||||
"Because a coroutine pauses and releases controll, data corruption isn't a problem like it is with threading."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Async Libraries\n",
|
||||
"Functions used with asyncio need to be coroutines, awaitable, non-blocking. This causes a problem as most libraries aren't. Aiolibs is a collection of libraries that are. \n",
|
||||
"\n",
|
||||
"https://github.com/aio-libs\n",
|
||||
"\n",
|
||||
"There is a collection of libraries including, aiohttp; http client and server, aio{database}"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Aiohttp\n",
|
||||
"https://github.com/aio-libs/aiohttp"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import aiohttp\n",
|
||||
"import asyncio\n",
|
||||
"\n",
|
||||
"async def main():\n",
|
||||
" async with aiohttp.ClientSession() as session:\n",
|
||||
" async with session.get('http://localhost:8080') as resp:\n",
|
||||
" print(resp.status)\n",
|
||||
" print(await resp.text())\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"await main()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import asyncio\n",
|
||||
"from aiofile import async_open\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"async def main():\n",
|
||||
" async with async_open(\"hello.txt\", 'w+') as afp:\n",
|
||||
" await afp.write(\"Hello \")\n",
|
||||
" await afp.write(\"world\")\n",
|
||||
" afp.seek(0)\n",
|
||||
"\n",
|
||||
" print(await afp.read())\n",
|
||||
"\n",
|
||||
" \n",
|
||||
"loop = asyncio.get_event_loop()\n",
|
||||
"loop.create_task(main())"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Curio\n",
|
||||
"https://curio.readthedocs.io/en/latest/"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Sources and Further Reading\n",
|
||||
"\n",
|
||||
"https://stackoverflow.com/questions/49005651/how-does-asyncio-actually-work/51116910#51116910\n",
|
||||
"\n",
|
||||
"https://realpython.com/async-io-python/\n",
|
||||
"\n",
|
||||
"https://realpython.com/python-concurrency/\n",
|
||||
"\n",
|
||||
"https://github.com/MagicStack/uvloop\n",
|
||||
"\n",
|
||||
"https://snarky.ca/how-the-heck-does-async-await-work-in-python-3-5/\n",
|
||||
"\n",
|
||||
"https://www.geeksforgeeks.org/generators-in-python/\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
"language": "python",
|
||||
"name": "python3"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 3
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.8.5"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 4
|
||||
}
|
||||
|
|
@ -0,0 +1,8 @@
|
|||
from aiohttp import web
|
||||
|
||||
async def hello(request):
|
||||
return web.Response(text="Hello, world")
|
||||
|
||||
app = web.Application()
|
||||
app.add_routes([web.get('/', hello)])
|
||||
web.run_app(app)
|
||||
Loading…
Reference in New Issue