mirror of
https://git.mirrors.martin98.com/https://github.com/mendableai/firecrawl
synced 2025-08-16 18:45:54 +08:00
map benchmarks
This commit is contained in:
rafaelmmiller
parent
8b864345e3
commit
014a99ef91
@ -2,23 +2,21 @@
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"cells": [
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{
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"cell_type": "markdown",
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"id": "74281828",
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"id": "51331c01",
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"metadata": {},
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"source": [
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"# Index Benchmark"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "6d152695",
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"cell_type": "markdown",
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"id": "9cb10752",
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"metadata": {},
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"outputs": [],
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"source": []
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},
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{
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"cell_type": "markdown",
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"id": "099ea204",
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"id": "7928e2c9",
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"metadata": {},
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"source": [
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"---"
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@ -26,8 +24,8 @@
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},
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{
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"cell_type": "code",
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"execution_count": 70,
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"id": "4eae0ba5",
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"execution_count": 104,
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"id": "a64ec8a0",
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"metadata": {},
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"outputs": [
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{
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@ -36,7 +34,7 @@
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"True"
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]
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},
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"execution_count": 70,
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"execution_count": 104,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -47,18 +45,19 @@
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"from dotenv import load_dotenv\n",
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"from datetime import datetime\n",
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"import statistics\n",
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"import requests\n",
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"\n",
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"load_dotenv()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 73,
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"id": "cb1f50fe",
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"execution_count": 82,
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"id": "bc7ce797",
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"metadata": {},
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"outputs": [],
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"source": [
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"STAGING_API_URL = os.getenv(\"STAGING_API_URL\") or None\n",
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"STAGING_API_URL = 'http://default-firecrawl-app-staging-service:3002/' # os.getenv(\"STAGING_API_URL\") or None\n",
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"\n",
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"if STAGING_API_URL is None:\n",
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" raise ValueError(\"STAGING_API_URL is not set\")\n",
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@ -68,8 +67,29 @@
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},
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{
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"cell_type": "code",
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"execution_count": 66,
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"id": "038c04b8",
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"execution_count": 83,
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"id": "a3db6548",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'http://default-firecrawl-app-staging-service:3002/'"
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]
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},
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"execution_count": 83,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"STAGING_API_URL"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 141,
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"id": "440f7c2d",
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"metadata": {},
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"outputs": [],
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"source": [
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@ -88,25 +108,27 @@
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"\n",
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"\n",
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"crawl_urls = [\n",
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" [\"docs.python.org/3/tutorial/*\"],\n",
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" [\"httpbin.org/*\"],\n",
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" [\"example.com/*\"],\n",
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" [\"jsonplaceholder.typicode.com/*\"],\n",
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" [\"httpstat.us/*\"],\n",
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" [\"postman-echo.com/*\"],\n",
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" [\"docs.github.com/*\"],\n",
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" [\"news.ycombinator.com/*\"],\n",
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" [\"dev.to/*\"],\n",
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" [\"reqres.in/*\"]\n",
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" \"https://www.pcbgogo.com/*\", # 7825\n",
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" \"https://github.com/Uniswap/v4-core/*\", # 7353\n",
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" \"http://arcep.fr/actualites/*\", # 9764\n",
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" \"https://www.synapticure.com/*\", # 7746\n",
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" \"https://www.elecrow.com/*\", # 8025\n",
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" \"https://idfcfirstbank.com/*\", # 9912\n",
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" \"https://www.todaytix.com/*\", # 7532\n",
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" \"https://www.wheel-size.com/size/*\", # 7102\n",
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" \"http://www.drymerge.com/*\", # 8422\n",
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" \"https://telegramindex.org/*\" # 5335\n",
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"]\n",
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"\n",
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"\n",
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"map_urls=crawl_urls"
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"map_urls = []\n",
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"for i in crawl_urls:\n",
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" map_urls.append(i.replace('*',''))"
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]
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},
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{
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"cell_type": "markdown",
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"id": "d83baad5",
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"id": "e54e6677",
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"metadata": {},
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"source": [
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"## Scrape"
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@ -114,7 +136,7 @@
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},
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{
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"cell_type": "markdown",
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"id": "b83fa3c0",
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"id": "3fed4cb6",
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"metadata": {},
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"source": [
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"Hypothesis: Indexed scrapes are faster"
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@ -122,8 +144,8 @@
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},
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{
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"cell_type": "code",
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"execution_count": 67,
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"id": "d846b0f1",
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"execution_count": 85,
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"id": "fb052d01",
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"metadata": {},
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"outputs": [
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{
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@ -131,35 +153,35 @@
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"output_type": "stream",
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"text": [
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"Testing 1/10: https://news.ycombinator.com\n",
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" No cache: 2.15s\n",
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" Cached: 0.98s\n",
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" No cache: 2.39s\n",
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" Cached: 0.93s\n",
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"Testing 2/10: https://httpbin.org\n",
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" No cache: 11.61s\n",
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" Cached: 0.59s\n",
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" No cache: FAILED - Request Timeout: Failed to scrape URL as the request timed out. Request timed out - No additional error details provided.\n",
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" Cached: 4.79s\n",
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"Testing 3/10: https://example.com\n",
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" No cache: FAILED - Request Timeout: Failed to scrape URL as the request timed out. Request timed out - No additional error details provided.\n",
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" Cached: FAILED - Request Timeout: Failed to scrape URL as the request timed out. Request timed out - No additional error details provided.\n",
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" Cached: 17.33s\n",
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"Testing 4/10: https://github.com/microsoft/vscode\n",
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" No cache: 15.73s\n",
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" Cached: 1.12s\n",
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" No cache: 2.81s\n",
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" Cached: 1.06s\n",
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"Testing 5/10: https://stackoverflow.com/questions\n",
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" No cache: 2.74s\n",
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" Cached: 0.98s\n",
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" No cache: 2.92s\n",
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" Cached: 1.16s\n",
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"Testing 6/10: https://www.wikipedia.org\n",
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" No cache: 3.84s\n",
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" Cached: 0.58s\n",
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" No cache: 3.53s\n",
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" Cached: 0.78s\n",
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"Testing 7/10: https://jsonplaceholder.typicode.com\n",
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" No cache: 4.09s\n",
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" Cached: 0.81s\n",
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" No cache: 3.54s\n",
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" Cached: 0.80s\n",
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"Testing 8/10: https://httpstat.us/200\n",
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" No cache: 10.84s\n",
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" Cached: 0.56s\n",
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" No cache: 10.79s\n",
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" Cached: 0.54s\n",
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"Testing 9/10: https://www.reddit.com/r/programming\n",
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" No cache: 3.63s\n",
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" Cached: 0.92s\n",
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" No cache: 4.53s\n",
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" Cached: 0.79s\n",
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"Testing 10/10: https://docs.python.org/3/\n",
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" No cache: 1.60s\n",
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" Cached: 0.62s\n"
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" No cache: 3.95s\n",
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" Cached: 0.53s\n"
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]
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}
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],
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@ -195,8 +217,8 @@
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},
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{
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"cell_type": "code",
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"execution_count": 71,
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"id": "ef9cf1cb",
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"execution_count": 86,
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"id": "7dce8a83",
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"metadata": {},
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"outputs": [
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{
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"output_type": "stream",
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"text": [
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"SCRAPE RESULTS:\n",
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"Average no cache: 6.25s\n",
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"Average cached: 0.80s\n",
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"Speedup: 7.8x faster with cache\n",
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"Time saved: 5.45s per request\n"
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"Average no cache: 4.31s\n",
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"Average cached: 2.87s\n",
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"Speedup: 1.5x faster with cache\n",
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"Time saved: 1.44s per request\n"
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]
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}
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],
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@ -230,7 +252,7 @@
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},
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{
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"cell_type": "markdown",
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"id": "f7d75182",
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"id": "cc682ba4",
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"metadata": {},
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"source": [
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"---"
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@ -238,7 +260,7 @@
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},
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{
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"cell_type": "markdown",
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"id": "195d0b0b",
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"id": "df801504",
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"metadata": {},
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"source": [
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"## Crawl"
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},
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{
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"cell_type": "markdown",
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"id": "520b9c80",
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"id": "658374d7",
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"metadata": {},
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"source": [
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"--- for now used to improve map "
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@ -254,7 +276,7 @@
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},
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{
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"cell_type": "markdown",
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"id": "9a1961ef",
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"id": "5628c39d",
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"metadata": {},
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"source": [
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"Hypothesis: Indexed crawls are faster"
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@ -262,76 +284,43 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "a9877e32",
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"execution_count": 142,
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"id": "1482e163",
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"metadata": {},
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"outputs": [],
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"source": [
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"# I think this one only improves /map for now..."
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]
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},
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"outputs": [
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "f2a6c751",
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"metadata": {},
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"outputs": [],
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Crawling 1/10: https://www.pcbgogo.com/*\n",
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"Crawling 2/10: https://github.com/Uniswap/v4-core/*\n",
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"Crawling 3/10: http://arcep.fr/actualites/*\n",
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"Crawling 4/10: https://www.synapticure.com/*\n",
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"Crawling 5/10: https://www.elecrow.com/*\n",
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"Crawling 6/10: https://idfcfirstbank.com/*\n",
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"Crawling 7/10: https://www.todaytix.com/*\n",
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"Crawling 8/10: https://www.wheel-size.com/size/*\n",
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"Crawling 9/10: http://www.drymerge.com/*\n",
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"h - Crawl FAILED - HTTPConnectionPool(host='default-firecrawl-app-staging-service', port=3002): Max retries exceeded with url: /v1/crawl/31485d6f-ceeb-458b-b010-f5efc3286a0e (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x1195ac0d0>: Failed to establish a new connection: [Errno 65] No route to host'))\n",
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"Crawling 10/10: https://telegramindex.org/*\n"
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]
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}
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],
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"source": [
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"crawl_times_no_cache = []\n",
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"crawl_times_cached = []\n",
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"\n",
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"for i, url in enumerate(crawl_urls):\n",
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" print(f\"Testing {i+1}/{len(crawl_urls)}: {url}\")\n",
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" \n",
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" # No cache\n",
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" try:\n",
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" start = datetime.now()\n",
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" result = app.crawl_url(url, scrape_options=ScrapeOptions(maxAge=1), limit=5)\n",
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" no_cache_time = (datetime.now() - start).total_seconds()\n",
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" crawl_times_no_cache.append(no_cache_time)\n",
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" print(f\" No cache: {no_cache_time:.2f}s\")\n",
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" print(f\"Crawling {i+1}/{len(crawl_urls)}: {url}\")\n",
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" result = app.crawl_url(url)\n",
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" except Exception as e:\n",
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" print(f\" No cache: FAILED - {e}\")\n",
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" crawl_times_no_cache.append(None)\n",
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" \n",
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" # Cached\n",
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" try:\n",
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" start = datetime.now()\n",
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" result = app.crawl_url(url, scrape_options=ScrapeOptions(maxAge=100000), limit=5)\n",
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" cached_time = (datetime.now() - start).total_seconds()\n",
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" crawl_times_cached.append(cached_time)\n",
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" print(f\" Cached: {cached_time:.2f}s\")\n",
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" except Exception as e:\n",
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" print(f\" Cached: FAILED - {e}\")\n",
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" crawl_times_cached.append(None)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "c96dddc6",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Calculate averages\n",
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"valid_no_cache = [t for t in crawl_times_no_cache if t is not None]\n",
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"valid_cached = [t for t in crawl_times_cached if t is not None]\n",
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"\n",
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"if valid_no_cache and valid_cached:\n",
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" avg_no_cache = statistics.mean(valid_no_cache)\n",
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" avg_cached = statistics.mean(valid_cached)\n",
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" speedup = avg_no_cache / avg_cached if avg_cached > 0 else 0\n",
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" \n",
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" print(\"CRAWL RESULTS:\")\n",
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" print(f\"Average no cache: {avg_no_cache:.2f}s\")\n",
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" print(f\"Average cached: {avg_cached:.2f}s\")\n",
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" print(f\"Speedup: {speedup:.1f}x faster with cache\")\n",
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" print(f\"Time saved: {avg_no_cache - avg_cached:.2f}s per crawl\")"
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" print(f\"{url[0]} - Crawl FAILED - {e}\")"
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]
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},
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{
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"cell_type": "markdown",
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"id": "c9c5d28f",
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"id": "7eb27685",
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"metadata": {},
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"source": [
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"---"
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@ -339,7 +328,7 @@
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},
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{
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"cell_type": "markdown",
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"id": "290752bb",
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"id": "abe3f30e",
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"metadata": {},
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"source": [
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"## Map"
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@ -347,76 +336,179 @@
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},
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{
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"cell_type": "markdown",
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"id": "efe67e8e",
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"id": "683c74da",
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"metadata": {},
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"source": [
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"Hypothesis: Indexed Map should get more urls"
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"Hypothesis: Indexed Map should get more urls after crawl"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 72,
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"id": "eb9ac2cb",
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"execution_count": 143,
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"id": "1450bf4c",
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'http://default-firecrawl-app-staging-service:3002/'"
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]
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},
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"execution_count": 143,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# TODO: use crawl urls, compare with prod"
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"STAGING_API_URL"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "c9211270",
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"execution_count": 144,
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"id": "f8d79207",
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"metadata": {},
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"outputs": [],
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"source": [
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"map_times = []\n",
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"map_url_counts = []\n",
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"def map_request(url, ignore_index):\n",
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" \"\"\"\n",
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" Make a map request and return the links\n",
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" \"\"\"\n",
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" payload = {\"url\": url, \"ignoreIndex\": ignore_index, \"limit\": 10000}\n",
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" headers = {'Content-Type': 'application/json', \"Authorization\": \"Bearer no-auth\"}\n",
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" response = requests.post(STAGING_API_URL + \"v1/map\", headers=headers, json=payload)\n",
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" \n",
|
||||
" if response.status_code == 200:\n",
|
||||
" data = response.json()\n",
|
||||
" return data.get('links', [])\n",
|
||||
" else:\n",
|
||||
" return []"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 147,
|
||||
"id": "a74da0a5",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Testing 1/10: https://www.pcbgogo.com/\n",
|
||||
" No index: 1.44s, 664 URLs\n",
|
||||
" With index: 1.70s, 664 URLs\n",
|
||||
"Testing 2/10: https://github.com/Uniswap/v4-core/\n",
|
||||
" No index: 0.72s, 235 URLs\n",
|
||||
" With index: 0.75s, 235 URLs\n",
|
||||
"Testing 3/10: http://arcep.fr/actualites/\n",
|
||||
" No index: 6.23s, 8059 URLs\n",
|
||||
" With index: 6.71s, 9048 URLs\n",
|
||||
"Testing 4/10: https://www.synapticure.com/\n",
|
||||
" No index: 0.72s, 365 URLs\n",
|
||||
" With index: 0.94s, 365 URLs\n",
|
||||
"Testing 5/10: https://www.elecrow.com/\n",
|
||||
" No index: 4.03s, 2747 URLs\n",
|
||||
" With index: 4.13s, 2747 URLs\n",
|
||||
"Testing 6/10: https://idfcfirstbank.com/\n",
|
||||
" No index: 2.62s, 279 URLs\n",
|
||||
" With index: 4.02s, 279 URLs\n",
|
||||
"Testing 7/10: https://www.todaytix.com/\n",
|
||||
" No index: 4.53s, 8933 URLs\n",
|
||||
" With index: 3.63s, 8933 URLs\n",
|
||||
"Testing 8/10: https://www.wheel-size.com/size/\n",
|
||||
" No index: 10.89s, 10000 URLs\n",
|
||||
" With index: 10.73s, 10000 URLs\n",
|
||||
"Testing 9/10: http://www.drymerge.com/\n",
|
||||
" No index: 32.94s, 3602 URLs\n",
|
||||
" With index: 37.07s, 3602 URLs\n",
|
||||
"Testing 10/10: https://telegramindex.org/\n",
|
||||
" No index: 0.98s, 2 URLs\n",
|
||||
" With index: 1.19s, 2 URLs\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"map_times_no_cache = []\n",
|
||||
"map_times_cached = []\n",
|
||||
"map_url_counts_no_cache = []\n",
|
||||
"map_url_counts_cached = []\n",
|
||||
"\n",
|
||||
"for i, url in enumerate(map_urls):\n",
|
||||
" print(f\"Testing {i+1}/{len(map_urls)}: {url}\")\n",
|
||||
" \n",
|
||||
" try:\n",
|
||||
" # No index (ignoreIndex=True)\n",
|
||||
" start = datetime.now()\n",
|
||||
" result = app.map_url(url)\n",
|
||||
" map_time = (datetime.now() - start).total_seconds()\n",
|
||||
" url_count = len(result.links) if hasattr(result, 'links') else 0\n",
|
||||
" links_no_index = map_request(url, True)\n",
|
||||
" time_no_index = (datetime.now() - start).total_seconds()\n",
|
||||
" \n",
|
||||
" map_times.append(map_time)\n",
|
||||
" map_url_counts.append(url_count)\n",
|
||||
" map_times_no_cache.append(time_no_index)\n",
|
||||
" map_url_counts_no_cache.append(len(links_no_index))\n",
|
||||
" print(f\" No index: {time_no_index:.2f}s, {len(links_no_index)} URLs\")\n",
|
||||
" \n",
|
||||
" print(f\" Time: {map_time:.2f}s\")\n",
|
||||
" print(f\" URLs found: {url_count}\")\n",
|
||||
" except Exception as e:\n",
|
||||
" print(f\" FAILED - {e}\")\n",
|
||||
" map_times.append(None)\n",
|
||||
" map_url_counts.append(0)"
|
||||
" # With index (ignoreIndex=False)\n",
|
||||
" start = datetime.now()\n",
|
||||
" links_indexed = map_request(url, False)\n",
|
||||
" time_indexed = (datetime.now() - start).total_seconds()\n",
|
||||
" \n",
|
||||
" map_times_cached.append(time_indexed)\n",
|
||||
" map_url_counts_cached.append(len(links_indexed))\n",
|
||||
" print(f\" With index: {time_indexed:.2f}s, {len(links_indexed)} URLs\")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"id": "b782e07b",
|
||||
"execution_count": 149,
|
||||
"id": "2fa88f5d",
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"MAP RESULTS:\n",
|
||||
"Average time (no cache): 6.51s\n",
|
||||
"Average time (cached): 7.09s\n",
|
||||
"Time speedup: 0.92x faster with cache\n",
|
||||
"Average URLs found (no cache): 3488.6\n",
|
||||
"Average URLs found (cached): 3587.5\n",
|
||||
"URL difference: +98.9 URLs with cache\n",
|
||||
"URL percentage: 102.8% of no-cache results\n",
|
||||
"✅ Cache finds MORE URLs\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# Calculate averages\n",
|
||||
"valid_times = [t for t in map_times if t is not None]\n",
|
||||
"valid_counts = [c for c in map_url_counts if c > 0]\n",
|
||||
"avg_time_no_cache = statistics.mean(map_times_no_cache)\n",
|
||||
"avg_time_cached = statistics.mean(map_times_cached)\n",
|
||||
"avg_urls_no_cache = statistics.mean(map_url_counts_no_cache)\n",
|
||||
"avg_urls_cached = statistics.mean(map_url_counts_cached)\n",
|
||||
"\n",
|
||||
"if valid_times:\n",
|
||||
" avg_time = statistics.mean(valid_times)\n",
|
||||
" avg_urls = statistics.mean(valid_counts) if valid_counts else 0\n",
|
||||
" \n",
|
||||
" print(\"MAP RESULTS:\")\n",
|
||||
" print(f\"Average time: {avg_time:.2f}s\")\n",
|
||||
" print(f\"Average URLs found: {avg_urls:.1f}\")\n",
|
||||
" print(f\"URLs per second: {avg_urls/avg_time:.1f}\")"
|
||||
"time_speedup = avg_time_no_cache / avg_time_cached if avg_time_cached > 0 else 0\n",
|
||||
"url_difference = avg_urls_cached - avg_urls_no_cache\n",
|
||||
"url_percentage = (avg_urls_cached / avg_urls_no_cache * 100) if avg_urls_no_cache > 0 else 0\n",
|
||||
"\n",
|
||||
"print(\"MAP RESULTS:\")\n",
|
||||
"print(f\"Average time (no cache): {avg_time_no_cache:.2f}s\")\n",
|
||||
"print(f\"Average time (cached): {avg_time_cached:.2f}s\")\n",
|
||||
"print(f\"Time speedup: {time_speedup:.2f}x faster with cache\")\n",
|
||||
"print(f\"Average URLs found (no cache): {avg_urls_no_cache:.1f}\")\n",
|
||||
"print(f\"Average URLs found (cached): {avg_urls_cached:.1f}\")\n",
|
||||
"print(f\"URL difference: {url_difference:+.1f} URLs with cache\")\n",
|
||||
"print(f\"URL percentage: {url_percentage:.1f}% of no-cache results\")\n",
|
||||
"\n",
|
||||
"if url_difference > 0:\n",
|
||||
" print(\"✅ Cache finds MORE URLs\")\n",
|
||||
"elif url_difference < 0:\n",
|
||||
" print(\"⚠️ Cache finds FEWER URLs\")\n",
|
||||
"else:\n",
|
||||
" print(\"➡️ Cache finds SAME number of URLs\")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "e3cf02db",
|
||||
"id": "e5ee2116",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"---"
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user