lbry-sdk/lbry/scripts/time_to_first_byte.py
2019-10-18 15:59:21 -04:00

174 lines
7 KiB
Python

import os
import sys
import json
import argparse
import asyncio
import time
import aiohttp
from aiohttp import ClientConnectorError
from lbry import __version__
from lbry.blob.blob_file import MAX_BLOB_SIZE
from lbry.conf import Config
from lbry.extras.daemon.client import daemon_rpc
from lbry.extras import system_info
async def report_to_slack(output, webhook):
payload = {
"text": f"lbrynet {__version__} ({system_info.get_platform()['platform']}) time to first byte:\n{output}"
}
async with aiohttp.request('post', webhook, data=json.dumps(payload)):
pass
def confidence(times, z, plus_err=True):
mean = sum(times) / len(times)
standard_dev = (sum(((t - sum(times) / len(times)) ** 2.0 for t in times)) / len(times)) ** 0.5
err = (z * standard_dev) / (len(times) ** 0.5)
return f"{round((mean + err) if plus_err else (mean - err), 3)}"
def variance(times):
mean = sum(times) / len(times)
return round(sum(((i - mean) ** 2.0 for i in times)) / (len(times) - 1), 3)
async def wait_for_done(conf, claim_name, timeout):
blobs_completed, last_completed = 0, time.perf_counter()
while True:
file = (await daemon_rpc(conf, "file_list", claim_name=claim_name))[0]
if file['status'] in ['finished', 'stopped']:
return True, file['blobs_completed'], file['blobs_in_stream']
elif blobs_completed < int(file['blobs_completed']):
blobs_completed, last_completed = int(file['blobs_completed']), time.perf_counter()
elif (time.perf_counter() - last_completed) > timeout:
return False, file['blobs_completed'], file['blobs_in_stream']
await asyncio.sleep(1.0)
async def main(cmd_args=None):
print('Time to first byte started using parameters:')
for key, value in vars(cmd_args).items():
print(f"{key}: {value}")
conf = Config()
url_to_claim = {}
try:
for page in range(1, cmd_args.download_pages + 1):
start = time.perf_counter()
kwargs = {
'page': page,
'claim_type': 'stream',
'any_tags': [
'art',
'automotive',
'blockchain',
'comedy',
'economics',
'education',
'gaming',
'music',
'news',
'science',
'sports',
'technology',
],
'order_by': ['trending_global', 'trending_mixed'],
'no_totals': True
}
if not cmd_args.allow_fees:
kwargs['fee_amount'] = 0
response = await daemon_rpc(
conf, 'claim_search', **kwargs
)
if 'error' in response or not response.get('items'):
print(f'Error getting claim list page {page}:')
print(response)
return 1
else:
url_to_claim.update({
claim['permanent_url']: claim for claim in response['items'] if claim['value_type'] == 'stream'
})
print(f'Claim search page {page} took: {time.perf_counter() - start}')
except (ClientConnectorError, ConnectionError):
print("Could not connect to daemon")
return 1
print("**********************************************")
print(f"Attempting to download {len(url_to_claim)} claim_search streams")
first_byte_times = []
download_speeds = []
download_successes = []
failed_to = {}
await asyncio.gather(*(
daemon_rpc(conf, 'file_delete', delete_from_download_dir=True, claim_name=claim['name'])
for claim in url_to_claim.values() if not cmd_args.keep_files
))
for i, (url, claim) in enumerate(url_to_claim.items()):
start = time.perf_counter()
response = await daemon_rpc(conf, 'get', uri=url, save_file=not cmd_args.head_blob_only)
if 'error' in response:
print(f"{i + 1}/{len(url_to_claim)} - failed to start {url}: {response['error']}")
failed_to[url] = 'start'
if cmd_args.exit_on_error:
return
continue
first_byte = time.perf_counter()
first_byte_times.append(first_byte - start)
print(f"{i + 1}/{len(url_to_claim)} - {first_byte - start} {url}")
if not cmd_args.head_blob_only:
downloaded, amount_downloaded, blobs_in_stream = await wait_for_done(
conf, claim['name'], cmd_args.stall_download_timeout
)
if downloaded:
download_successes.append(url)
else:
failed_to[url] = 'finish'
mbs = round((blobs_in_stream * (MAX_BLOB_SIZE - 1)) / (time.perf_counter() - start) / 1000000, 2)
download_speeds.append(mbs)
print(f"downloaded {amount_downloaded}/{blobs_in_stream} blobs for {url} at "
f"{mbs}mb/s")
if not cmd_args.keep_files:
await daemon_rpc(conf, 'file_delete', delete_from_download_dir=True, claim_name=claim['name'])
await asyncio.sleep(0.1)
print("**********************************************")
result = f"Started {len(first_byte_times)} of {len(url_to_claim)} attempted front page streams\n"
if first_byte_times:
result += f"Worst first byte time: {round(max(first_byte_times), 2)}\n" \
f"Best first byte time: {round(min(first_byte_times), 2)}\n" \
f"*95% confidence time-to-first-byte: {confidence(first_byte_times, 1.984)}s*\n" \
f"99% confidence time-to-first-byte: {confidence(first_byte_times, 2.626)}s\n" \
f"Variance: {variance(first_byte_times)}\n"
if download_successes:
result += f"Downloaded {len(download_successes)}/{len(url_to_claim)}\n" \
f"Best stream download speed: {round(max(download_speeds), 2)}mb/s\n" \
f"Worst stream download speed: {round(min(download_speeds), 2)}mb/s\n" \
f"95% confidence download speed: {confidence(download_speeds, 1.984, False)}mb/s\n" \
f"99% confidence download speed: {confidence(download_speeds, 2.626, False)}mb/s\n"
for reason in ('start', 'finish'):
failures = [url for url, why in failed_to.items() if reason == why]
if failures:
result += f"\nFailed to {reason}:\n" + "\n".join(failures)
print(result)
webhook = os.environ.get('TTFB_SLACK_TOKEN', None)
if webhook:
await report_to_slack(result, webhook)
return 0
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--allow_fees", action='store_true')
parser.add_argument("--exit_on_error", action='store_true')
parser.add_argument("--stall_download_timeout", default=5, type=int)
parser.add_argument("--keep_files", action='store_true')
parser.add_argument("--head_blob_only", action='store_true')
parser.add_argument("--download_pages", type=int, default=10)
sys.exit(asyncio.run(main(cmd_args=parser.parse_args())) or 0)