From b8113a46a6c7cbfc7a74791fd759342d5e7860e7 Mon Sep 17 00:00:00 2001 From: Matteo Tanzi Date: Fri, 14 Nov 2025 00:55:13 -0500 Subject: [PATCH 01/13] Resource list updates --- .gitignore | 2 + backend/resourceList.md | 166 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 168 insertions(+) create mode 100644 backend/resourceList.md diff --git a/.gitignore b/.gitignore index 9a5aced..e3ee802 100644 --- a/.gitignore +++ b/.gitignore @@ -137,3 +137,5 @@ dist # Vite logs files vite.config.js.timestamp-* vite.config.ts.timestamp-* + +/prompts/ \ No newline at end of file diff --git a/backend/resourceList.md b/backend/resourceList.md new file mode 100644 index 0000000..8548849 --- /dev/null +++ b/backend/resourceList.md @@ -0,0 +1,166 @@ +## To Contact: +Startup Blink has the list and tons of other data (https://www.startupblink.com/startup-ecosystem/canada) +IRAP or IPON + +## Candidate Management System Links: +https://jobs.ashbyhq.com/ +https://.applytojob.com +https://jobs.lever.co/ + +## Company Careers Boards: +- https:///careers +- https:///jobs +- https:///en-ca/careers +- https:///en-ca/jobs + +## Master Lists: +- https://www.bycanada.tech/ +- https://www.canstarthub.ca/discover +- https://canadastartups.co/ +- https://growthlist.co/canada-startups/ + +## Smaller Programs Lists: +- https://drive.google.com/file/d/1Nx-0lyb_A24L6fJcHQm3AEnR_JFPE0OH/view +- https://drive.google.com/file/d/1lRe_ZtmlYzt89g_RAViWaBvFZG6tEJSU/view?pli=1 +- https://drive.google.com/file/d/110rHwUA_I0q4uUevgF46FBhyQ1t3uYuV/view +- https://drive.google.com/file/d/1JARpTeCVg4qjEhWMLUn8yhf9a8bQNMMn/view?usp=share_link +- https://cswaccelerator.com/cohort-2-2/ +- https://cswaccelerator.com/cohort1/ +- https://innovationfactory.ca/clients/ +- https://directory.nextcanada.com/directory/ventures/ +- https://startup.google.com/alumni/directory/?_gl=1*utxxg3*_up*MQ..*_ga*NTE2NDcyNDU3LjE3NjMwMTY1OTk.*_ga_GCB35PQ9X3*czE3NjMwMTY1OTgkbzEkZzAkdDE3NjMwMTY2MTQkajQ0JGwwJGgw®ion=canada +- https://velocityincubator.com/companies/ +- https://www.intuit.com/ca/prosperity-accelerator/alumni/ https://www.safexconnected.com/cohorts +- https://oneeleven-ca.squarespace.com/alumni // https://oneeleven-ca.squarespace.com/members +- https://dmz.torontomu.ca/startup-directory +- https://500.co/portfolio +- https://www1.communitech.ca/companies +- https://www.mcgill.ca/dobson/ourstartups +- https://www.ualberta.ca/en/medicine/research/health-innovation-hub/companies.html +- https://www.launchacademy.ca/alumni/ +- https://creativedestructionlab.com/companies/ +- https://www.founderfuel.com/companies/ +- https://www.yorku.ca/yspace/startups/ +- https://www.antler.co/portfolio +- https://entrepreneurs.utoronto.ca/our-startups/startups-directory/ +- https://innovation.ubc.ca/entrepreneurship-ventures/portfolio-companies +- https://www.acceleratorcentre.com/our-startups +- https://www.l-spark.com/meet-our-companies/ +- https://airtable.com/app1Z7w2CdfNJt9rB/shrM8IADuuZf3wvOU/tblxzzU3yUX1ru667 +- https://hatchery.engineering.utoronto.ca/our-startup-teams/ +- https://www.tandemlaunch.com/portfolio +- https://www.queensu.ca/innovationcentre/community/meet-startups +- https://www.investottawa.ca/io-accelerator-companies/ +- https://entrepreneurship.uwo.ca/accelerator/our-venture-directory/ +- https://platformcalgary.webflow.io/community?tab=partners +- https://icics.ubc.ca/hatch/alumni-hatch-ventures/ +- https://airtable.com/appurLNyQbHbSsCbJ/shrsOFwAHmVudJvsG/tbllsMtZKORBUYbXc +- https://www.launchlab.ca/client-stories +- https://edmontonunlimited.com/alumni-companies/ +- https://h2i.utoronto.ca/ventures/ +- https://foresightcac.com/companies +- https://www.citm.ca/clients/ +- https://www.torontomu.ca/zone-learning/legal-innovation-zone/startups/ +- https://www.torontomu.ca/zone-learning/legal-innovation-zone/startups/#!tab-1745414258423-alumni-startups +- https://www.torontomu.ca/zone-learning/biomedical-zone/startups1/ +- https://jnjinnovation.com/JLABSNavigator/ +- https://venturelabs.ca/companies/ +- https://www.ualberta.ca/en/business/alumni/business-directory.html +- https://spinup.utm.utoronto.ca/our-startups/ +- https://app.marsdd.com/directory +- https://mtlab.ca/startups/ +- https://lassonde.yorku.ca/best/startups/ +- https://www.district3.co/stories +- https://www.georgebrown.ca/startgbc/alumni-entrepreneurs +- https://www.plugandplaytechcenter.com/venture-capital/startup-portfolio +- https://www.torontomu.ca/zone-learning/sdz/startups/ +- https://www.torontomu.ca/zone-learning/fashion-zone/companies/ +- https://entrepreneurs.utoronto.ca/our-startups/startups-directory/ +- https://holtxchange.com/portfolio/ +- https://www.stationfintech.com/en/our-startups +- https://www.co-labs.ca/our-startups +- https://www.loi.vc/portfolio/ +- https://spring.is/impact-capital/portfolio/ +- https://www.torontomu.ca/svz/startups/ + +## VC Portfolios: +- + +Transmedia Zone (TMU) — Startups: https://www.torontomu.ca/transmedia-zone/startups/ +Startup Calgary — Showcase/Alumni (closest equivalent): https://www.startupcalgary.ca/launch-party +New Ventures BC — Alumni/Companies: https://www.newventuresbc.com/alumni +Global Startups — Portfolio: https://www.globalstartups.io/portfolio +Brampton Venture Zone (TMU) — Companies: https://www.bramptonventurezone.ca/companies +Ideas Inc (Saskatoon) — Companies: https://ideasinc.ca/companies/ +Foresight Canada — Ventures: https://foresightcac.com/ventures/ +Brampton Entrepreneur Centre — Homepage fallback: https://www.brampton.ca/EN/Business/BEC/Pages/Welcome.aspx +Parkdale Centre for Innovation — Companies/Portfolio: https://www.parkdaleinnovates.org/ +Centre for Entrepreneurship (U of T) — Homepage fallback (please clarify the specific unit) +Canada’s Tech Network — Members (closest equivalent): https://canadastechnetwork.ca/members/ +Digital Media and Gaming Incubator — Homepage fallback (please clarify which institution) +Startup Garage (uOttawa/Invest Ottawa) — Portfolio/Alumni: https://www.investottawa.ca/programs/startup-garage/ (closest equivalent) +Lazaridis ScaleUp Program — Companies: https://lazaridisinstitute.ca/scaleup/companies/ (if moved, main program page: https://lazaridisinstitute.ca/scaleup/) +Clean Energy Zone (TMU) — Companies/Startups: https://www.torontomu.ca/clean-energy-zone/ +ideaHUB — Homepage fallback (please clarify institution, e.g., Dalhousie vs. other) +Halton Region Small Business Centre — Homepage fallback: https://www.halton.ca/For-Business/Starting-a-Business/Small-Business-Centre +Centech (Montréal) — Startups: https://centech.co/startups/ +TechAlliance (Southwestern Ontario) — Client Directory: https://techalliance.ca/directory/ (closest equivalent) +CEED (Halifax) — Client stories/ventures (closest equivalent): https://www.ceed.ca/ +LiftOff — Homepage fallback (please clarify which program/org) +Design Fabrication Zone (TMU) — Startups: https://www.torontomu.ca/design-fabrication-zone/startups/ +The Forge (McMaster) — Companies: https://theforgehamilton.ca/companies/ +Innovation Boost Zone (TMU) — Startups: https://www.torontomu.ca/innovation-boost-zone/startups/ +La Piscine MTL — Startups/Portfolio: https://lapiscine.co/ (portfolio within site) +Canada’s Music Incubator — Programs/clients (closest equivalent): https://canadasmusicincubator.com/ +ACCEL (Centennial College) — Homepage fallback: https://www.centennialcollege.ca/centres-institutes/accel +Artscape Daniels Launchpad — Members/Residents (closest equivalent): https://www.artscape.ca/launchpad/ +Shad Canada — Alumni/success stories (closest equivalent): https://www.shad.ca/ +Canadian Technology Accelerators (TCS) — Programs/companies (closest equivalent): https://www.tradecommissioner.gc.ca/cta-atc/index.aspx?lang=eng +La base (HEC Montréal) — Startups/Portfolio: https://www.hec.ca/en/entrepreneurs/la-base/ +C100 — Fellows/Community (closest equivalent): https://www.thec100.org/fellows +North Forge — Clients/Startups: https://northforge.ca/clients/ +Altitude Accelerator — Ventures: https://altitudeaccelerator.ca/ventures/ +Brampton Venture Zone — Companies: https://www.bramptonventurezone.ca/companies +Rogers Cybersecure Catalyst — Accelerator Companies: https://www.torontomu.ca/cybersecure-catalyst/accelerator/companies/ +Brampton Entrepreneur Centre — Homepage: https://www.brampton.ca/EN/Business/BEC/Pages/Welcome.aspx +Bhive Brampton — Companies: https://www.bhive.ca/companies +TechPlace (Burlington) — Residents: https://techplace.ca/residents/ +Halton Region Small Business Centre — Homepage: https://www.halton.ca/For-Business/Starting-a-Business/Small-Business-Centre +Innovation Factory — Client Directory: https://innovationfactory.ca/client-directory/ +Alberta Catalyzer — Program page: https://www.albertacatalyzer.com/ +Plug and Play Alberta — Program page: https://www.plugandplaytechcenter.com/alberta/ +Alberta IoT Association — Directory: https://www.albertaiot.com/directory/ +Pacific Technology Ventures — Homepage (ambiguous): https://www.pacifictechnologyventures.com/ (please confirm) +Intrinsic Innovations — Homepage: https://www.intrinsicinnovations.ca/ +Creative Destruction Lab Calgary — Companies (global listing): https://creativedestructionlab.com/companies/ +REACH Canada — Program: https://www.reachinsurtech.com/canada +Foresight Canada — Ventures: https://foresightcac.com/ventures/ +Startup Calgary — Launch Party alumni: https://www.startupcalgary.ca/launch-party +Platform Calgary — Homepage: https://www.platformcalgary.com/ +C100 — Fellows/Community: https://www.thec100.org/fellows + +https://www.foundersbeta.com/startup-directory/categories/edmonton-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/guelph-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/halifax-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/hamilton-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/kingston-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/london-ontario-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/markham-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/mississauga-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/montreal-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/ottawa-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/startup-accelerators-and-incubators/ +https://www.foundersbeta.com/startup-directory/categories/toronto-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/vancouver-startup-accelerators-incubators/ +https://www.foundersbeta.com/startup-directory/categories/waterloo-startup-accelerators-incubators/ + +# Other Startup Resources +- eCommerce North: https://www.ecommercenorth.ca/ +- Volta Effect: https://www.voltaeffect.com/ +- Alberta Innovates: https://albertainnovates.ca/ +- TKSociety: https://www.theksociety.com/ +- Altitude Accelerator: https://altitudeaccelerator.ca/ventures/ +- TMU Cybersecure: https://cybersecurecatalyst.ca/catalyst-cyber-accelerator/ +- Bioenterprise Canada: https://bioenterprise.ca/member-directory/ +- Toronto Business Development Centre: https://tbdc.com/ +- https://www.theforum.ca/ \ No newline at end of file From ff99e9303e5b39ee8a3dcdfa5ce2a56d72c6d1f4 Mon Sep 17 00:00:00 2001 From: Matteo Tanzi Date: Fri, 14 Nov 2025 00:56:16 -0500 Subject: [PATCH 02/13] resource list update --- backend/resourceList.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/backend/resourceList.md b/backend/resourceList.md index 8548849..91360c1 100644 --- a/backend/resourceList.md +++ b/backend/resourceList.md @@ -163,4 +163,4 @@ https://www.foundersbeta.com/startup-directory/categories/waterloo-startup-accel - TMU Cybersecure: https://cybersecurecatalyst.ca/catalyst-cyber-accelerator/ - Bioenterprise Canada: https://bioenterprise.ca/member-directory/ - Toronto Business Development Centre: https://tbdc.com/ -- https://www.theforum.ca/ \ No newline at end of file +- The Forum: https://www.theforum.ca/ \ No newline at end of file From 64d0b7510a306baa6a1c8bd662fa4c850a3e4915 Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Sat, 22 Nov 2025 19:39:41 -0500 Subject: [PATCH 03/13] set up backend skeleton --- backend/scraper-cron/README.md | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 backend/scraper-cron/README.md diff --git a/backend/scraper-cron/README.md b/backend/scraper-cron/README.md new file mode 100644 index 0000000..a47e2ef --- /dev/null +++ b/backend/scraper-cron/README.md @@ -0,0 +1,5 @@ +# Overview + +Service to scrape data from data sources as listed in resourceList.md + + From 1e7ffed97a8d64fa910c32340c0f754ee8fa4e1e Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Sun, 23 Nov 2025 12:29:57 -0500 Subject: [PATCH 04/13] checkpoint includes scrape --- backend/scraper-cron/.gitignore | 141 + backend/scraper-cron/eslint.config.cjs | 40 + backend/scraper-cron/eslint.config.mjs | 18 + backend/scraper-cron/firecrawl.ts | 58 + backend/scraper-cron/index.ts | 13 + backend/scraper-cron/openaiClient.ts | 236 + backend/scraper-cron/package-lock.json | 945 +++ backend/scraper-cron/package.json | 19 + backend/scraper-cron/sample_scrape.json | 0 backend/scraper-cron/scrape.ts | 153 + backend/scraper-cron/scrapeResult.json | 105 + backend/scraper-cron/sources.ts | 172 + backend/scraper-cron/tsconfig.json | 32 + eslint.config.cjs | 46 + eslint.config.mjs | 18 + package-lock.json | 8501 +++++++++++++++++++++++ package.json | 35 + tsconfig.json | 42 + 18 files changed, 10574 insertions(+) create mode 100644 backend/scraper-cron/.gitignore create mode 100644 backend/scraper-cron/eslint.config.cjs create mode 100644 backend/scraper-cron/eslint.config.mjs create mode 100644 backend/scraper-cron/firecrawl.ts create mode 100644 backend/scraper-cron/index.ts create mode 100644 backend/scraper-cron/openaiClient.ts create mode 100644 backend/scraper-cron/package-lock.json create mode 100644 backend/scraper-cron/package.json create mode 100644 backend/scraper-cron/sample_scrape.json create mode 100644 backend/scraper-cron/scrape.ts create mode 100644 backend/scraper-cron/scrapeResult.json create mode 100644 backend/scraper-cron/sources.ts create mode 100644 backend/scraper-cron/tsconfig.json create mode 100644 eslint.config.cjs create mode 100644 eslint.config.mjs create mode 100644 package-lock.json create mode 100644 package.json create mode 100644 tsconfig.json diff --git a/backend/scraper-cron/.gitignore b/backend/scraper-cron/.gitignore new file mode 100644 index 0000000..e3ee802 --- /dev/null +++ b/backend/scraper-cron/.gitignore @@ -0,0 +1,141 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +lerna-debug.log* + +# Diagnostic reports (https://nodejs.org/api/report.html) +report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json + +# Runtime data +pids +*.pid +*.seed +*.pid.lock + +# Directory for instrumented libs generated by jscoverage/JSCover +lib-cov + +# Coverage directory used by tools like istanbul +coverage +*.lcov + +# nyc test coverage +.nyc_output + +# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) +.grunt + +# Bower dependency directory (https://bower.io/) +bower_components + +# node-waf configuration +.lock-wscript + +# Compiled binary addons (https://nodejs.org/api/addons.html) +build/Release + +# Dependency directories +node_modules/ +jspm_packages/ + +# Snowpack dependency directory (https://snowpack.dev/) +web_modules/ + +# TypeScript cache +*.tsbuildinfo + +# Optional npm cache directory +.npm + +# Optional eslint cache +.eslintcache + +# Optional stylelint cache +.stylelintcache + +# Optional REPL history +.node_repl_history + +# Output of 'npm pack' +*.tgz + +# Yarn Integrity file +.yarn-integrity + +# dotenv environment variable files +.env +.env.* +!.env.example + +# parcel-bundler cache (https://parceljs.org/) +.cache +.parcel-cache + +# Next.js build output +.next +out + +# Nuxt.js build / generate output +.nuxt +dist + +# Gatsby files +.cache/ +# Comment in the public line in if your project uses Gatsby and not Next.js +# https://nextjs.org/blog/next-9-1#public-directory-support +# public + +# vuepress build output +.vuepress/dist + +# vuepress v2.x temp and cache directory +.temp +.cache + +# Sveltekit cache directory +.svelte-kit/ + +# vitepress build output +**/.vitepress/dist + +# vitepress cache directory +**/.vitepress/cache + +# Docusaurus cache and generated files +.docusaurus + +# Serverless directories +.serverless/ + +# FuseBox cache +.fusebox/ + +# DynamoDB Local files +.dynamodb/ + +# Firebase cache directory +.firebase/ + +# TernJS port file +.tern-port + +# Stores VSCode versions used for testing VSCode extensions +.vscode-test + +# yarn v3 +.pnp.* +.yarn/* +!.yarn/patches +!.yarn/plugins +!.yarn/releases +!.yarn/sdks +!.yarn/versions + +# Vite logs files +vite.config.js.timestamp-* +vite.config.ts.timestamp-* + +/prompts/ \ No newline at end of file diff --git a/backend/scraper-cron/eslint.config.cjs b/backend/scraper-cron/eslint.config.cjs new file mode 100644 index 0000000..d9fa740 --- /dev/null +++ b/backend/scraper-cron/eslint.config.cjs @@ -0,0 +1,40 @@ +const { FlatCompat } = require("@eslint/eslintrc"); +const js = require("@eslint/js"); +const tsPlugin = require("@typescript-eslint/eslint-plugin"); +const tsParser = require("@typescript-eslint/parser"); + +const compat = new FlatCompat(); + +module.exports = [ + js.configs.recommended, + ...compat.extends( "prettier"), + { + files: ["**/*.{js,ts}"], + languageOptions: { + parser: tsParser, + parserOptions: { + ecmaVersion: "latest", + sourceType: "module", + + }, + }, + plugins: { + "@typescript-eslint": tsPlugin, + }, + rules: { + "@typescript-eslint/no-unused-vars": "error", + "prefer-const": "error", + "no-var": "error", + "@typescript-eslint/no-explicit-any": "error", + "no-console": ["error", { allow: ["warn", "error"] }], + "@typescript-eslint/ban-ts-comment": "warn", + }, + }, + { + files: ["**/charts/**/*.{js,ts}"], + rules: { + "@typescript-eslint/no-explicit-any": "off", + }, + ignores: ["**/charts/utils/**/*.{js,ts}"], + }, +]; diff --git a/backend/scraper-cron/eslint.config.mjs b/backend/scraper-cron/eslint.config.mjs new file mode 100644 index 0000000..05e726d --- /dev/null +++ b/backend/scraper-cron/eslint.config.mjs @@ -0,0 +1,18 @@ +import { defineConfig, globalIgnores } from "eslint/config"; +import nextVitals from "eslint-config-next/core-web-vitals"; +import nextTs from "eslint-config-next/typescript"; + +const eslintConfig = defineConfig([ + ...nextVitals, + ...nextTs, + // Override default ignores of eslint-config-next. + globalIgnores([ + // Default ignores of eslint-config-next: + ".next/**", + "out/**", + "build/**", + "next-env.d.ts", + ]), +]); + +export default eslintConfig; diff --git a/backend/scraper-cron/firecrawl.ts b/backend/scraper-cron/firecrawl.ts new file mode 100644 index 0000000..88dd710 --- /dev/null +++ b/backend/scraper-cron/firecrawl.ts @@ -0,0 +1,58 @@ +import Firecrawl from "@mendable/firecrawl-js"; +import dotenv from "dotenv"; +dotenv.config(); + +class FirecrawlWithOptionalMocks extends Firecrawl { + override async map( + url: string, + options: Parameters[1] & { useMocks?: boolean } = {} + ) { + if (process.env.NODE_ENV === "local") { + console.log("Returning mocked Firecrawl response"); + return { + links: [ + { + url: "https://www.bycanada.tech/search-category", + title: "Coast-to-Coast Startup Directory", + description: + "Search through 10k+ Canadian startups coast-to-coast. Find alternatives to software & products you use made right here in Canada.", + }, + { + url: "https://www.bycanada.tech/contribute", + title: "Contribute", + description: + "Add a Business. © 2025 ByCanada. All rights reserved. Made with Free AI No Code App Builder | Portals | Internal Tools.", + }, + { + url: "https://www.bycanada.tech/search-location", + }, + { + url: "https://www.bycanada.tech/careers", + }, + { + url: "https://www.bycanada.tech/profile", + }, + { + url: "https://www.bycanada.tech", + title: "ByCanada.Tech - Coast-to-Coast Startup Directory", + description: + "Search through 10k+ Canadian startups coast-to-coast. Find alternatives to software & products you use made right here in Canada.", + }, + { + url: "https://www.bycanada.tech/addabusiness", + }, + { + url: "https://www.bycanada.tech/contactus", + title: "Contact Us", + description: + "Search through 10k+ Canadian startups coast-to-coast. Find alternatives to software & products you use made right here in Canada.", + }, + ], + }; + } else return super.map(url, options); + } +} + +export const firecrawl = new FirecrawlWithOptionalMocks({ + apiKey: process.env.FIRE_CRAWL_API_KEY!, +}); diff --git a/backend/scraper-cron/index.ts b/backend/scraper-cron/index.ts new file mode 100644 index 0000000..0b898d3 --- /dev/null +++ b/backend/scraper-cron/index.ts @@ -0,0 +1,13 @@ +// will eventually boot cron job, currently just hitting the scraper directly +import { recursiveLinkGathering } from "./scrape"; + +import { jobBoardUrls, companyDirectoryUrls } from "./sources"; +console.log("This is the scraper cron index file."); +const listOfJobsBoards: string[] = []; +const listOfCompanyDirs: string[] = []; +recursiveLinkGathering( + companyDirectoryUrls.slice(0, 1), + jobBoardUrls.slice(0, 1), + listOfCompanyDirs, + listOfJobsBoards +); diff --git a/backend/scraper-cron/openaiClient.ts b/backend/scraper-cron/openaiClient.ts new file mode 100644 index 0000000..27c6fde --- /dev/null +++ b/backend/scraper-cron/openaiClient.ts @@ -0,0 +1,236 @@ +import { OpenAI } from "openai"; + +import dotenv from "dotenv"; +import { ChatCompletionTool } from "openai/resources"; +dotenv.config(); + +export const listingTool = { + type: "function", + function: { + name: "listing-extractor", + description: + "Tool to extract urls and categorize them into two seperate lists, job board and company directory. Respond only with a json object with two keys, 'jobBoards' and 'companyDirectories', each containing an array of urls. Do not include any other text or formatting outside the json object.", + parameters: { + type: "object", + properties: { + jobBoards: { + type: "array", + items: { + type: "string", + format: "url", + }, + description: "A list of job board URLs.", + }, + companyDirectories: { + type: "array", + items: { + type: "string", + format: "url", + }, + description: "A list of company directory URLs.", + }, + }, + required: ["jobBoards", "companyDirectories"], + }, + }, +} as ChatCompletionTool; + +function buildMockAssistantResponseFromToolResult(content: string) { + const parsed = JSON.parse(content); + const jobBoards = Array.isArray(parsed.jobBoards) ? parsed.jobBoards : []; + const companyDirectories = Array.isArray(parsed.companyDirectories) + ? parsed.companyDirectories + : []; + const lines: string[] = []; + if (jobBoards.length) { + lines.push(`Found ${jobBoards.length} job boards:`); + for (const url of jobBoards) { + lines.push(`- ${url}`); + } + } + if (companyDirectories.length) { + lines.push(`Found ${companyDirectories.length} company directories:`); + for (const url of companyDirectories) { + lines.push(`- ${url}`); + } + } + + return { + id: "chatcmpl-mock", + object: "chat.completion", + created: Math.floor(Date.now() / 1000), + model: "gpt-4o-mock", + choices: [ + { + index: 0, + message: { + role: "assistant", + content: lines.join("\n"), + }, + finish_reason: "stop", + }, + ], + usage: { + prompt_tokens: 5, + completion_tokens: 7, + }, + } as Awaited>; +} + +class OpenAIWithOptionalMocks { + private readonly client: OpenAI; + + constructor(options: { apiKey: string }) { + this.client = new OpenAI(options); + } + + get chat() { + const originalChat = this.client.chat; + return { + ...originalChat, + completions: { + ...originalChat.completions, + create: async ( + ...args: Parameters + ) => { + // Use the mocked OpenAI response when running locally (NODE_ENV === 'local'). + // This keeps the behavior consistent with firecrawl's mock which also checks + // for NODE_ENV === 'local'. In non-local environments we call the real API. + if (process.env.NODE_ENV === "local") { + console.log("Returning mocked OpenAI response"); + const firstArg = args[0]; + const hasTools = + firstArg && + typeof firstArg === "object" && + "tools" in firstArg && + Array.isArray((firstArg as any).tools) && + (firstArg as any).tools.length > 0; + + if (hasTools && (firstArg as any).tools) { + // Return a tool call response + return { + id: "chatcmpl-CeuII0J1clIOOfCwJVufXxv2Y1Qla", + object: "chat.completion", + created: 1763865550, + model: "gpt-4o-2024-08-06", + choices: [ + { + index: 0, + message: { + role: "assistant", + content: null, + tool_calls: [ + { + id: "call_6USmqBwjyOZKM3GnH33iQWNk", + type: "function", + function: { + name: "listing-extractor", + arguments: + '{"jobBoards":[],"companyDirectories":["https://www.bycanada.tech/search-category","https://www.bycanada.tech/search-location","https://www.bycanada.tech"]}', + }, + }, + ], + refusal: null, + annotations: [], + }, + logprobs: null, + finish_reason: "tool_calls", + }, + ], + usage: { + prompt_tokens: 423, + completion_tokens: 48, + total_tokens: 471, + prompt_tokens_details: { + cached_tokens: 0, + audio_tokens: 0, + }, + completion_tokens_details: { + reasoning_tokens: 0, + audio_tokens: 0, + accepted_prediction_tokens: 0, + rejected_prediction_tokens: 0, + }, + }, + service_tier: "default", + system_fingerprint: "fp_cbf1785567", + } as Awaited>; + } else { + // If the incoming message set contains a tool result (role: 'tool'), + // parse it and create a realistic final assistant response for local testing. + const messages = (firstArg as any).messages ?? []; + const toolResultMessage = messages.find( + (m: any) => m.role === "tool" && !!m.content + ); + + if (toolResultMessage) { + try { + return buildMockAssistantResponseFromToolResult( + toolResultMessage.content + ); + } catch (err) { + console.error( + "Error building mock response from tool content:", + err + ); + // Fall back to a very small response if our parser fails + return { + id: "chatcmpl-mock", + object: "chat.completion", + created: Math.floor(Date.now() / 1000), + model: "gpt-4o-mock", + choices: [ + { + index: 0, + message: { + role: "assistant", + content: + "Could not parse tool output during local testing.", + }, + finish_reason: "stop", + }, + ], + usage: { + prompt_tokens: 5, + completion_tokens: 7, + }, + } as Awaited< + ReturnType + >; + } + } + + // Return a regular text response + return { + id: "chatcmpl-mock", + object: "chat.completion", + created: Math.floor(Date.now() / 1000), + model: "gpt-4o-mock", + choices: [ + { + index: 0, + message: { + role: "assistant", + content: "This is a mocked response from OpenAI API.", + }, + finish_reason: "stop", + }, + ], + usage: { + prompt_tokens: 5, + completion_tokens: 7, + }, + } as Awaited>; + } + } else { + console.log("Calling real OpenAI API"); + return originalChat.completions.create(...args); + } + }, + }, + }; + } +} +export const openaiClient = new OpenAIWithOptionalMocks({ + apiKey: process.env.OPENAI_API_KEY!, +}); diff --git a/backend/scraper-cron/package-lock.json b/backend/scraper-cron/package-lock.json new file mode 100644 index 0000000..2a8f345 --- /dev/null +++ b/backend/scraper-cron/package-lock.json @@ -0,0 +1,945 @@ +{ + "name": "canadian-startup-jobs", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "canadian-startup-jobs", + "version": "0.1.0", + "dependencies": { + "@mendable/firecrawl-js": "^4.6.2", + "@types/node": "^24.10.1", + "dotenv": "^17.2.3", + "openai": "^6.9.1", + "tsx": "^4.20.6", + "zod": "^4.1.12" + }, + 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/dev/null +++ b/backend/scraper-cron/scrape.ts @@ -0,0 +1,153 @@ +import { companyDirectoryUrls, jobBoardUrls } from "sources"; +import { firecrawl } from "./firecrawl"; +import { listingTool, openaiClient } from "./openaiClient"; +import type { ChatCompletion } from "openai/resources"; +import { z } from "zod"; +import fs from "fs"; +const schema = { + type: "object", + properties: { + jobBoards: { + type: "array", + items: { + type: "object", + properties: { + jobBoardName: { type: "string" }, + url: { type: "string" }, + }, + required: ["jobBoardName", "url"], + }, + }, + companies: { + type: "array", + items: { + type: "object", + properties: { + companyName: { type: "string" }, + url: { type: "string" }, + isCanadian: { type: "boolean" }, + isVcBacked: { type: "boolean" }, + }, + required: ["companyName", "url", "isCanadian", "isVcBacked"], + }, + }, + companyDirectories: { + type: "array", + items: { + type: "object", + properties: { + directoryName: { type: "string" }, + url: { type: "string" }, + }, + required: ["directoryName", "url"], + }, + }, + }, + required: ["jobBoards", "companies", "companyDirectories"], +}; + +export const recursiveLinkGathering = async ( + companyDirsToSearch: string[], + jobBoardsToSearch: string[], + allCompanyDirs: string[] = [], + allJobBoards: string[] = [], + depth = 0 +) => { + let i = 0; + + // get all url associated with current company dirs to search, categorize as job board or company dir. + for (const url of companyDirsToSearch) { + if (i > 0) break; + i++; + const result = await firecrawl.map(url, { + limit: 50, + sitemap: "include", + }); + + const response = await openaiClient.chat.completions.create({ + model: "gpt-4o", + messages: [ + { + role: "system", + content: + "You are an expert at extracting company names and descriptions from website content always use the listing tool to extract urls from user messages.", + }, + { + role: "user", + content: `Extract the company names and descriptions from the following links:\n\n${result.links + .map( + (link) => + ` ${link.url} + - ${link.title ?? "No Title"}: ${ + link.description ?? "No Description" + }` + ) + .join("\n")}`, + }, + ], + tools: [listingTool], + tool_choice: "required", + }); + + // Type guard to ensure it's a ChatCompletion (not a stream) + if (!("choices" in response)) { + console.error("Unexpected response type - expected ChatCompletion"); + return; + } + + const chatCompletion = response as ChatCompletion; + + // Check if the response contains tool calls + const message = chatCompletion.choices[0]?.message; + const newCompanyDirs = []; + const newJobBoards = []; + + if (message?.tool_calls && message.tool_calls.length > 0) { + // Prepare tool messages with function results + const toolCall = message.tool_calls[0]; + + // Type guard to check if it's a function tool call + if (toolCall.type === "function" && "function" in toolCall) { + const parsedArgs = JSON.parse(toolCall.function.arguments); + newCompanyDirs.push(...(parsedArgs.companyDirectories || [])); + newJobBoards.push(...(parsedArgs.jobBoards || [])); + } + } + + for (const companyDir of newCompanyDirs) { + console.log(`Found company directory URL: ${companyDir}`); + } + + allCompanyDirs.push(...newCompanyDirs); + allJobBoards.push(...newJobBoards); + + if (depth < 2 && (newJobBoards.length > 0 || newCompanyDirs.length > 0)) { + console.log("Recursing to next depth:", depth + 1); + await recursiveLinkGathering( + newCompanyDirs, + newCompanyDirs, + allCompanyDirs, + allJobBoards, + depth + 1 + ); + } + } + // scrape company dirs for job boards and individual companies + console.log( + "Starting batch scrape for company directories...", + companyDirsToSearch + ); + const scrapeResult = await firecrawl.batchScrape(companyDirsToSearch, { + options: { + formats: [ + { + type: "json", + schema: schema as any, // Firecrawl expects Record but ZodObject works at runtime + }, + ], + }, + }); + + console.log("Scrape result new:", JSON.stringify(scrapeResult, null, 2)); + fs.writeFileSync("scrapeResult.json", JSON.stringify(scrapeResult, null, 2)); +}; diff --git a/backend/scraper-cron/scrapeResult.json b/backend/scraper-cron/scrapeResult.json new file mode 100644 index 0000000..4460741 --- /dev/null +++ b/backend/scraper-cron/scrapeResult.json @@ -0,0 +1,105 @@ +{ + "id": "41909ede-22c5-4c75-b005-c45c249cef3a", + "status": "completed", + "completed": 1, + "total": 1, + "creditsUsed": 5, + "expiresAt": "2025-11-24T17:26:50.000Z", + "next": null, + "data": [ + { + "metadata": { + "og:title": "Coast-to-Coast Startup Directory", + "viewport": "width=device-width, initial-scale=1, viewport-fit=cover", + "twitter:card": "summary_large_image", + "ogDescription": "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + "og:type": "website", + "description": "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + "twitter:description": [ + "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. " + ], + "twitter:url": "https://www.bycanada.tech/", + "language": "en-US", + "ogSiteName": "ByCanada", + "og:site_name": "ByCanada", + "twitter:image": "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", + "ogUrl": "https://www.bycanada.tech/", + "ogTitle": "Coast-to-Coast Startup Directory", + "ogImage": "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", + "og:description": "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + "twitter:title": [ + "Coast-to-Coast Startup Directory", + "Coast-to-Coast Startup Directory" + ], + "og:image": "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", + "og:url": "https://www.bycanada.tech/", + "title": "ByCanada.Tech - Coast-to-Coast Startup Directory", + "favicon": "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/be5bd453-f386-44ef-a7a8-e2527e23b81b.png?rnd=1738710374276", + "scrapeId": "1011d7d4-1cbc-4ba1-9a02-3d2a016ac9c6", + "sourceURL": "https://www.bycanada.tech/", + "url": "https://www.bycanada.tech/", + "statusCode": 200, + "contentType": "text/html;charset=utf-8", + "proxyUsed": "basic", + "cacheState": "hit", + "cachedAt": "2025-11-23T16:40:35.797Z", + "creditsUsed": 5 + }, + "json": { + "companies": [ + { + "url": "https://vidyard.com", + "isCanadian": true, + "isVcBacked": false, + "companyName": "Vidyard" + }, + { + "url": "https://wealthsimple.com", + "isCanadian": true, + "isVcBacked": false, + "companyName": "Wealthsimple" + }, + { + "url": "https://advite.ai", + "isCanadian": true, + "isVcBacked": false, + "companyName": "Advite" + }, + { + "url": "https://cohere.com", + "isCanadian": true, + "isVcBacked": false, + "companyName": "Cohere" + }, + { + "url": "https://freshbooks.com", + "isCanadian": true, + "isVcBacked": false, + "companyName": "FreshBooks" + }, + { + "url": "https://ridehovr.com", + "isCanadian": true, + "isVcBacked": false, + "companyName": "HOVR" + }, + { + "url": "https://therounds.com", + "isCanadian": true, + "isVcBacked": false, + "companyName": "The Rounds" + }, + { + "url": "https://getjobber.com", + "isCanadian": true, + "isVcBacked": false, + "companyName": "Jobber" + } + ], + "jobBoards": [], + "companyDirectories": [] + } + } + ] +} \ No newline at end of file diff --git a/backend/scraper-cron/sources.ts b/backend/scraper-cron/sources.ts new file mode 100644 index 0000000..1ea61df --- /dev/null +++ b/backend/scraper-cron/sources.ts @@ -0,0 +1,172 @@ +// Places you’d actually hit for *jobs* (ATS + careers URLs) +export const jobBoardUrls = [ + // Candidate management systems (ATS) + // "https://jobs.ashbyhq.com/", + //"https://.applytojob.com", + "https://jobs.lever.co/", + + // Generic company careers paths + "https:///careers", + // "https:///jobs", + // "https:///en-ca/careers", + // "https:///en-ca/jobs" +]; + +// Directories, portfolios, ecosystems, accelerator/VC company lists, etc. +export const companyDirectoryUrls = [ + // To Contact / Ecosystem + // "https://www.startupblink.com/startup-ecosystem/canada", + + // Master Lists + "https://www.bycanada.tech/", + + "https://cswaccelerator.com/cohort-2-2/", + "https://cswaccelerator.com/cohort1/", + "https://www.ecommercenorth.ca/", + "https://www.voltaeffect.com/", + "https://www.foundersbeta.com/startup-directory/categories/edmonton-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/guelph-startup-accelerators-incubators/", + "https://foresightcac.com/ventures/", + "https://www.brampton.ca/EN/Business/BEC/Pages/Welcome.aspx", + + /* + "https://www.canstarthub.ca/discover", + "https://canadastartups.co/", + "https://growthlist.co/canada-startups/", + + // Smaller Programs Lists – GDrive lists + "https://drive.google.com/file/d/1Nx-0lyb_A24L6fJcHQm3AEnR_JFPE0OH/view", + "https://drive.google.com/file/d/1lRe_ZtmlYzt89g_RAViWaBvFZG6tEJSU/view?pli=1", + "https://drive.google.com/file/d/110rHwUA_I0q4uUevgF46FBhyQ1t3uYuV/view", + "https://drive.google.com/file/d/1JARpTeCVg4qjEhWMLUn8yhf9a8bQNMMn/view?usp=share_link", + + // Smaller Programs Lists – public directories / portfolios + "https://innovationfactory.ca/clients/", + "https://directory.nextcanada.com/directory/ventures/", + "https://startup.google.com/alumni/directory/?_gl=1*utxxg3*_up*MQ..*_ga*NTE2NDcyNDU3LjE3NjMwMTY1OTk.*_ga_GCB35PQ9X3*czE3NjMwMTY1OTgkbzEkZzAkdDE3NjMwMTY2MTQkajQ0JGwwJGgw®ion=canada", + "https://velocityincubator.com/companies/", + "https://www.intuit.com/ca/prosperity-accelerator/alumni/", + "https://www.safexconnected.com/cohorts", + "https://oneeleven-ca.squarespace.com/alumni", + "https://oneeleven-ca.squarespace.com/members", + "https://dmz.torontomu.ca/startup-directory", + "https://500.co/portfolio", + "https://www1.communitech.ca/companies", + "https://www.mcgill.ca/dobson/ourstartups", + "https://www.ualberta.ca/en/medicine/research/health-innovation-hub/companies.html", + "https://www.launchacademy.ca/alumni/", + "https://creativedestructionlab.com/companies/", + "https://www.founderfuel.com/companies/", + "https://www.yorku.ca/yspace/startups/", + "https://www.antler.co/portfolio", + "https://entrepreneurs.utoronto.ca/our-startups/startups-directory/", + "https://innovation.ubc.ca/entrepreneurship-ventures/portfolio-companies", + "https://www.acceleratorcentre.com/our-startups", + "https://www.l-spark.com/meet-our-companies/", + "https://airtable.com/app1Z7w2CdfNJt9rB/shrM8IADuuZf3wvOU/tblxzzU3yUX1ru667", + "https://hatchery.engineering.utoronto.ca/our-startup-teams/", + "https://www.tandemlaunch.com/portfolio", + "https://www.queensu.ca/innovationcentre/community/meet-startups", + "https://www.investottawa.ca/io-accelerator-companies/", + "https://entrepreneurship.uwo.ca/accelerator/our-venture-directory/", + "https://platformcalgary.webflow.io/community?tab=partners", + "https://icics.ubc.ca/hatch/alumni-hatch-ventures/", + "https://airtable.com/appurLNyQbHbSsCbJ/shrsOFwAHmVudJvsG/tbllsMtZKORBUYbXc", + "https://www.launchlab.ca/client-stories", + "https://edmontonunlimited.com/alumni-companies/", + "https://h2i.utoronto.ca/ventures/", + "https://foresightcac.com/companies", + "https://www.citm.ca/clients/", + "https://www.torontomu.ca/zone-learning/legal-innovation-zone/startups/", + "https://www.torontomu.ca/zone-learning/legal-innovation-zone/startups/#!tab-1745414258423-alumni-startups", + "https://www.torontomu.ca/zone-learning/biomedical-zone/startups1/", + "https://jnjinnovation.com/JLABSNavigator/", + "https://venturelabs.ca/companies/", + "https://www.ualberta.ca/en/business/alumni/business-directory.html", + "https://spinup.utm.utoronto.ca/our-startups/", + "https://app.marsdd.com/directory", + "https://mtlab.ca/startups/", + "https://lassonde.yorku.ca/best/startups/", + "https://www.district3.co/stories", + "https://www.georgebrown.ca/startgbc/alumni-entrepreneurs", + "https://www.plugandplaytechcenter.com/venture-capital/startup-portfolio", + "https://www.torontomu.ca/zone-learning/sdz/startups/", + "https://www.torontomu.ca/zone-learning/fashion-zone/companies/", + "https://holtxchange.com/portfolio/", + "https://www.stationfintech.com/en/our-startups", + "https://www.co-labs.ca/our-startups", + "https://www.loi.vc/portfolio/", + "https://spring.is/impact-capital/portfolio/", + "https://www.torontomu.ca/svz/startups/", + + // VC / program portfolios & directories + "https://www.torontomu.ca/transmedia-zone/startups/", + "https://www.startupcalgary.ca/launch-party", + "https://www.newventuresbc.com/alumni", + "https://www.globalstartups.io/portfolio", + "https://www.bramptonventurezone.ca/companies", + "https://ideasinc.ca/companies/", + "https://foresightcac.com/ventures/", + "https://www.brampton.ca/EN/Business/BEC/Pages/Welcome.aspx", + "https://www.parkdaleinnovates.org/", + "https://canadastechnetwork.ca/members/", + "https://lazaridisinstitute.ca/scaleup/companies/", + "https://lazaridisinstitute.ca/scaleup/", + "https://www.torontomu.ca/clean-energy-zone/", + "https://www.halton.ca/For-Business/Starting-a-Business/Small-Business-Centre", + "https://centech.co/startups/", + "https://techalliance.ca/directory/", + "https://www.ceed.ca/", + "https://www.torontomu.ca/design-fabrication-zone/startups/", + "https://theforgehamilton.ca/companies/", + "https://www.torontomu.ca/innovation-boost-zone/startups/", + "https://lapiscine.co/", + "https://canadasmusicincubator.com/", + "https://www.centennialcollege.ca/centres-institutes/accel", + "https://www.artscape.ca/launchpad/", + "https://www.shad.ca/", + "https://www.tradecommissioner.gc.ca/cta-atc/index.aspx?lang=eng", + "https://www.hec.ca/en/entrepreneurs/la-base/", + "https://www.thec100.org/fellows", + "https://northforge.ca/clients/", + "https://altitudeaccelerator.ca/ventures/", + "https://www.torontomu.ca/cybersecure-catalyst/accelerator/companies/", + "https://www.bhive.ca/companies", + "https://techplace.ca/residents/", + "https://innovationfactory.ca/client-directory/", + "https://www.albertacatalyzer.com/", + "https://www.plugandplaytechcenter.com/alberta/", + "https://www.albertaiot.com/directory/", + "https://www.pacifictechnologyventures.com/", + "https://www.intrinsicinnovations.ca/", + "https://www.reachinsurtech.com/canada", + "https://www.platformcalgary.com/", + + // FoundersBeta startup-accelerator/ incubator directories + "https://www.foundersbeta.com/startup-directory/categories/edmonton-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/guelph-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/halifax-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/hamilton-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/kingston-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/london-ontario-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/markham-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/mississauga-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/montreal-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/ottawa-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/startup-accelerators-and-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/toronto-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/vancouver-startup-accelerators-incubators/", + "https://www.foundersbeta.com/startup-directory/categories/waterloo-startup-accelerators-incubators/", + + // Other Startup Resources (mostly ecosystems / directories / members) + "https://www.ecommercenorth.ca/", + "https://www.voltaeffect.com/", + "https://albertainnovates.ca/", + "https://www.theksociety.com/", + "https://cybersecurecatalyst.ca/catalyst-cyber-accelerator/", + "https://bioenterprise.ca/member-directory/", + "https://tbdc.com/", + "https://www.theforum.ca/" + + */ +]; diff --git a/backend/scraper-cron/tsconfig.json b/backend/scraper-cron/tsconfig.json new file mode 100644 index 0000000..2ea5fc5 --- /dev/null +++ b/backend/scraper-cron/tsconfig.json @@ -0,0 +1,32 @@ +{ + "compilerOptions": { + "lib": [ + "dom", + "dom.iterable", + "esnext" + ], + "allowJs": true, + "target": "ES6", + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "incremental": true, + "baseUrl": ".", + "paths": { + "@/*": [ + "src/*" + ] + } + }, + "include": [ + "**/*.ts", + ], + "exclude": [ + "node_modules" + ] +} diff --git a/eslint.config.cjs b/eslint.config.cjs new file mode 100644 index 0000000..5dbdb26 --- /dev/null +++ b/eslint.config.cjs @@ -0,0 +1,46 @@ +const { FlatCompat } = require("@eslint/eslintrc"); +const js = require("@eslint/js"); +const nextPlugin = require("@next/eslint-plugin-next"); +const tsPlugin = require("@typescript-eslint/eslint-plugin"); +const tsParser = require("@typescript-eslint/parser"); + +const compat = new FlatCompat(); + +module.exports = [ + js.configs.recommended, + ...compat.extends("next/core-web-vitals", "next/typescript", "prettier"), + { + files: ["**/*.{js,jsx,ts,tsx}"], + languageOptions: { + parser: tsParser, + parserOptions: { + ecmaVersion: "latest", + sourceType: "module", + ecmaFeatures: { + jsx: true, + }, + }, + }, + plugins: { + "@typescript-eslint": tsPlugin, + "@next/next": nextPlugin, + }, + rules: { + "@typescript-eslint/no-unused-vars": "error", + "prefer-const": "error", + "no-var": "error", + "@typescript-eslint/no-explicit-any": "error", + "no-console": ["error", { allow: ["warn", "error"] }], + "@typescript-eslint/ban-ts-comment": "warn", + "@next/next/no-img-element": "warn", + "@next/next/no-html-link-for-pages": "warn", + }, + }, + { + files: ["**/charts/**/*.{js,jsx,ts,tsx}"], + rules: { + "@typescript-eslint/no-explicit-any": "off", + }, + ignores: ["**/charts/utils/**/*.{js,jsx,ts,tsx}"], + }, +]; diff --git a/eslint.config.mjs b/eslint.config.mjs new file mode 100644 index 0000000..05e726d --- /dev/null +++ b/eslint.config.mjs @@ -0,0 +1,18 @@ +import { defineConfig, globalIgnores } from "eslint/config"; +import nextVitals from "eslint-config-next/core-web-vitals"; +import nextTs from "eslint-config-next/typescript"; + +const eslintConfig = defineConfig([ + ...nextVitals, + ...nextTs, + // Override default ignores of eslint-config-next. + globalIgnores([ + // Default ignores of eslint-config-next: + ".next/**", + "out/**", + "build/**", + "next-env.d.ts", + ]), +]); + +export default eslintConfig; diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..a494c7d --- /dev/null +++ b/package-lock.json @@ -0,0 +1,8501 @@ +{ + 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"exclude": [ + "node_modules" + ] +} From ed5cb5d564e05d95f0fbbe385c149a03a4d3cfa3 Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Sun, 23 Nov 2025 12:31:34 -0500 Subject: [PATCH 05/13] scaffolded out db connection --- README.md | 41 + backend/scraper-cron/.gitignore | 141 - db/.env.example | 10 + db/README.md | 97 + db/drizzle.config.ts | 18 + db/package.json | 36 + db/src/index.ts | 25 + db/src/schema/index.ts | 16 + db/tsconfig.json | 23 + docker-compose.yml | 33 + eslint.config.cjs | 46 - eslint.config.mjs | 18 - package-lock.json | 8501 ------------------------------- package.json | 35 - tsconfig.json | 42 - 15 files changed, 299 insertions(+), 8783 deletions(-) delete mode 100644 backend/scraper-cron/.gitignore create mode 100644 db/.env.example create mode 100644 db/README.md create mode 100644 db/drizzle.config.ts create mode 100644 db/package.json create mode 100644 db/src/index.ts create mode 100644 db/src/schema/index.ts create mode 100644 db/tsconfig.json create mode 100644 docker-compose.yml delete mode 100644 eslint.config.cjs delete mode 100644 eslint.config.mjs delete mode 100644 package-lock.json delete mode 100644 package.json delete mode 100644 tsconfig.json diff --git a/README.md b/README.md index be5a317..bb41f8f 100644 --- a/README.md +++ b/README.md @@ -12,3 +12,44 @@ CanadianStartupJobs is built to strengthen Canada’s startup ecosystem by makin - Verified Canadian-owned startups only - Simple job posting and management dashboard for founders - Public API for regional innovation hubs and directories, such as university accelerators + +## Development Setup + +### Prerequisites +- Docker and Docker Compose +- Node.js (for backend services) + +### Database Setup + +Start PostgreSQL using Docker Compose: + +```bash +docker-compose up -d postgres +``` + +This will start a PostgreSQL 16 database with the following default configuration: +- **User**: `postgres` +- **Password**: `postgres` +- **Database**: `canadian_startup_jobs` +- **Port**: `5432` + +You can customize these settings by creating a `.env` file in the project root with: + +```env +POSTGRES_USER=your_user +POSTGRES_PASSWORD=your_password +POSTGRES_DB=your_database +POSTGRES_PORT=5432 +``` + +The database data will be persisted in a Docker volume. To stop the database: + +```bash +docker-compose down +``` + +To remove the database and all data: + +```bash +docker-compose down -v +``` \ No newline at end of file diff --git a/backend/scraper-cron/.gitignore b/backend/scraper-cron/.gitignore deleted file mode 100644 index e3ee802..0000000 --- a/backend/scraper-cron/.gitignore +++ /dev/null @@ -1,141 +0,0 @@ -# Logs -logs -*.log -npm-debug.log* -yarn-debug.log* -yarn-error.log* -lerna-debug.log* - -# Diagnostic reports (https://nodejs.org/api/report.html) -report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json - -# Runtime data -pids -*.pid -*.seed -*.pid.lock - -# Directory for instrumented libs generated by jscoverage/JSCover -lib-cov - -# Coverage directory used by tools like istanbul -coverage -*.lcov - -# nyc test coverage -.nyc_output - -# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) -.grunt - -# Bower dependency directory (https://bower.io/) -bower_components - -# node-waf configuration -.lock-wscript - -# Compiled binary addons (https://nodejs.org/api/addons.html) -build/Release - -# Dependency directories -node_modules/ -jspm_packages/ - -# Snowpack dependency directory (https://snowpack.dev/) -web_modules/ - -# TypeScript cache -*.tsbuildinfo - -# Optional npm cache directory -.npm - -# Optional eslint cache -.eslintcache - -# Optional stylelint cache -.stylelintcache - -# Optional REPL history -.node_repl_history - -# Output of 'npm pack' -*.tgz - -# Yarn Integrity file -.yarn-integrity - -# dotenv environment variable files -.env -.env.* -!.env.example - -# parcel-bundler cache (https://parceljs.org/) -.cache -.parcel-cache - -# Next.js build output -.next -out - -# Nuxt.js build / generate output -.nuxt -dist - -# Gatsby files -.cache/ -# Comment in the public line in if your project uses Gatsby and not Next.js -# https://nextjs.org/blog/next-9-1#public-directory-support -# public - -# vuepress build output -.vuepress/dist - -# vuepress v2.x temp and cache directory -.temp -.cache - -# Sveltekit cache directory -.svelte-kit/ - -# vitepress build output -**/.vitepress/dist - -# vitepress cache directory -**/.vitepress/cache - -# Docusaurus cache and generated files -.docusaurus - -# Serverless directories -.serverless/ - -# FuseBox cache -.fusebox/ - -# DynamoDB Local files -.dynamodb/ - -# Firebase cache directory -.firebase/ - -# TernJS port file -.tern-port - -# Stores VSCode versions used for testing VSCode extensions -.vscode-test - -# yarn v3 -.pnp.* -.yarn/* -!.yarn/patches -!.yarn/plugins -!.yarn/releases -!.yarn/sdks -!.yarn/versions - -# Vite logs files -vite.config.js.timestamp-* -vite.config.ts.timestamp-* - -/prompts/ \ No newline at end of file diff --git a/db/.env.example b/db/.env.example new file mode 100644 index 0000000..154f0fa --- /dev/null +++ b/db/.env.example @@ -0,0 +1,10 @@ +# Database Configuration +# These values match the docker-compose.yml defaults +POSTGRES_HOST=localhost +POSTGRES_PORT=5432 +POSTGRES_USER=postgres +POSTGRES_PASSWORD=postgres +POSTGRES_DB=canadian_startup_jobs + +# Alternative: Use a connection string instead +# DATABASE_URL=postgresql://postgres:postgres@localhost:5432/canadian_startup_jobs diff --git a/db/README.md b/db/README.md new file mode 100644 index 0000000..f660cc9 --- /dev/null +++ b/db/README.md @@ -0,0 +1,97 @@ +# @canadian-startup-jobs/db + +Database package for the Canadian Startup Jobs monorepo. This package provides a shared Drizzle ORM connection to PostgreSQL that can be used across multiple services. + +## Installation + +From other packages in the monorepo, you can import this package: + +```typescript +import { db, schema } from "@canadian-startup-jobs/db"; +``` + +## Setup + +1. Install dependencies: +```bash +npm install +``` + +2. Configure environment variables (copy `.env.example` to `.env` and adjust if needed): +```bash +cp .env.example .env +``` + +3. Build the package: +```bash +npm run build +``` + +## Usage + +### Basic Query Example + +```typescript +import { db } from "@canadian-startup-jobs/db"; +import { users } from "@canadian-startup-jobs/db/schema"; + +// Query example +const allUsers = await db.select().from(users); +``` + +### Using in Other Services + +In your service's `package.json`, add this package as a dependency: + +```json +{ + "dependencies": { + "@canadian-startup-jobs/db": "workspace:*" + } +} +``` + +Then import and use: + +```typescript +import { db } from "@canadian-startup-jobs/db"; +``` + +## Database Migrations + +Generate migrations: +```bash +npm run db:generate +``` + +Push schema changes directly (for development): +```bash +npm run db:push +``` + +Run migrations: +```bash +npm run db:migrate +``` + +Open Drizzle Studio (database GUI): +```bash +npm run db:studio +``` + +## Environment Variables + +The package uses the following environment variables (with defaults matching docker-compose.yml): + +- `POSTGRES_HOST` (default: `localhost`) +- `POSTGRES_PORT` (default: `5432`) +- `POSTGRES_USER` (default: `postgres`) +- `POSTGRES_PASSWORD` (default: `postgres`) +- `POSTGRES_DB` (default: `canadian_startup_jobs`) + +Alternatively, you can use a `DATABASE_URL` connection string. + +## Schema + +Define your database schema in `src/schema/index.ts` or create separate schema files and export them from the index. + diff --git a/db/drizzle.config.ts b/db/drizzle.config.ts new file mode 100644 index 0000000..f154bbd --- /dev/null +++ b/db/drizzle.config.ts @@ -0,0 +1,18 @@ +import { defineConfig } from "drizzle-kit"; +import * as dotenv from "dotenv"; + +dotenv.config(); + +export default defineConfig({ + schema: "./src/schema/index.ts", + out: "./drizzle", + dialect: "postgresql", + dbCredentials: { + host: process.env.POSTGRES_HOST || "localhost", + port: parseInt(process.env.POSTGRES_PORT || "5432"), + user: process.env.POSTGRES_USER || "postgres", + password: process.env.POSTGRES_PASSWORD || "postgres", + database: process.env.POSTGRES_DB || "canadian_startup_jobs", + }, +}); + diff --git a/db/package.json b/db/package.json new file mode 100644 index 0000000..dba8e0d --- /dev/null +++ b/db/package.json @@ -0,0 +1,36 @@ +{ + "name": "@canadian-startup-jobs/db", + "version": "0.1.0", + "private": true, + "type": "module", + "main": "./dist/index.js", + "types": "./dist/index.d.ts", + "exports": { + ".": { + "import": "./dist/index.js", + "types": "./dist/index.d.ts" + } + }, + "scripts": { + "build": "tsc", + "dev": "tsc --watch", + "db:generate": "drizzle-kit generate", + "db:migrate": "drizzle-kit migrate", + "db:push": "drizzle-kit push", + "db:studio": "drizzle-kit studio" + }, + "dependencies": { + "drizzle-orm": "^0.36.4", + "postgres": "^3.4.5" + }, + "devDependencies": { + "@types/node": "^24.10.1", + "drizzle-kit": "^0.30.0", + "dotenv": "^17.2.3", + "typescript": "^5" + }, + "peerDependencies": { + "dotenv": "^17.2.3" + } +} + diff --git a/db/src/index.ts b/db/src/index.ts new file mode 100644 index 0000000..61dbf9a --- /dev/null +++ b/db/src/index.ts @@ -0,0 +1,25 @@ +import { drizzle } from "drizzle-orm/postgres-js"; +import postgres from "postgres"; +import * as schema from "./schema/index.js"; + +// Get database connection string from environment variables +const connectionString = process.env.DATABASE_URL || + `postgresql://${process.env.POSTGRES_USER || "postgres"}:${process.env.POSTGRES_PASSWORD || "postgres"}@${process.env.POSTGRES_HOST || "localhost"}:${process.env.POSTGRES_PORT || "5432"}/${process.env.POSTGRES_DB || "canadian_startup_jobs"}`; + +// Create postgres client +const client = postgres(connectionString, { + max: 10, + idle_timeout: 20, + connect_timeout: 10, +}); + +// Create drizzle instance +export const db = drizzle(client, { schema }); + +// Export schema for use in other services +export * from "./schema/index.js"; +export { schema }; + +// Export types +export type Database = typeof db; + diff --git a/db/src/schema/index.ts b/db/src/schema/index.ts new file mode 100644 index 0000000..237a3ed --- /dev/null +++ b/db/src/schema/index.ts @@ -0,0 +1,16 @@ +// Export all schema definitions from this file +// Add your table schemas here or import them from separate files + +// Example schema structure (uncomment and modify as needed): +// import { pgTable, serial, text, timestamp } from "drizzle-orm/pg-core"; +// +// export const users = pgTable("users", { +// id: serial("id").primaryKey(), +// name: text("name").notNull(), +// email: text("email").notNull().unique(), +// createdAt: timestamp("created_at").defaultNow().notNull(), +// }); + +// For now, export an empty object to allow the package to work +export {}; + diff --git a/db/tsconfig.json b/db/tsconfig.json new file mode 100644 index 0000000..eb3098c --- /dev/null +++ b/db/tsconfig.json @@ -0,0 +1,23 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "ESNext", + "lib": ["ES2022"], + "moduleResolution": "bundler", + "outDir": "./dist", + "rootDir": "./src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true, + "declaration": true, + "declarationMap": true, + "sourceMap": true, + "isolatedModules": true, + "noEmit": false + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "dist"] +} + diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..31dfd02 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,33 @@ +version: '3.8' + +services: + postgres: + image: postgres:16-alpine + container_name: canadian-startup-jobs-db + restart: unless-stopped + environment: + POSTGRES_USER: ${POSTGRES_USER:-postgres} + POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-postgres} + POSTGRES_DB: ${POSTGRES_DB:-canadian_startup_jobs} + PGDATA: /var/lib/postgresql/data/pgdata + ports: + - "${POSTGRES_PORT:-5432}:5432" + volumes: + - postgres_data:/var/lib/postgresql/data + - ./db/init:/docker-entrypoint-initdb.d + healthcheck: + test: ["CMD-SHELL", "pg_isready -U ${POSTGRES_USER:-postgres} -d ${POSTGRES_DB:-canadian_startup_jobs}"] + interval: 10s + timeout: 5s + retries: 5 + networks: + - canadian-startup-jobs-network + +volumes: + postgres_data: + driver: local + +networks: + canadian-startup-jobs-network: + driver: bridge + diff --git a/eslint.config.cjs b/eslint.config.cjs deleted file mode 100644 index 5dbdb26..0000000 --- a/eslint.config.cjs +++ /dev/null @@ -1,46 +0,0 @@ -const { FlatCompat } = require("@eslint/eslintrc"); -const js = require("@eslint/js"); -const nextPlugin = require("@next/eslint-plugin-next"); -const tsPlugin = require("@typescript-eslint/eslint-plugin"); -const tsParser = require("@typescript-eslint/parser"); - -const compat = new FlatCompat(); - -module.exports = [ - js.configs.recommended, - ...compat.extends("next/core-web-vitals", "next/typescript", "prettier"), - { - files: ["**/*.{js,jsx,ts,tsx}"], - languageOptions: { - parser: tsParser, - parserOptions: { - ecmaVersion: "latest", - sourceType: "module", - ecmaFeatures: { - jsx: true, - }, - }, - }, - plugins: { - "@typescript-eslint": tsPlugin, - "@next/next": nextPlugin, - }, - rules: { - "@typescript-eslint/no-unused-vars": "error", - "prefer-const": "error", - "no-var": "error", - "@typescript-eslint/no-explicit-any": "error", - "no-console": ["error", { allow: ["warn", "error"] }], - "@typescript-eslint/ban-ts-comment": "warn", - "@next/next/no-img-element": "warn", - "@next/next/no-html-link-for-pages": "warn", - }, - }, - { - files: ["**/charts/**/*.{js,jsx,ts,tsx}"], - rules: { - "@typescript-eslint/no-explicit-any": "off", - }, - ignores: ["**/charts/utils/**/*.{js,jsx,ts,tsx}"], - }, -]; diff --git a/eslint.config.mjs b/eslint.config.mjs deleted file mode 100644 index 05e726d..0000000 --- a/eslint.config.mjs +++ /dev/null @@ -1,18 +0,0 @@ -import { defineConfig, globalIgnores } from "eslint/config"; -import nextVitals from 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- "exclude": [ - "node_modules" - ] -} From d7abe5b85ca852bc334157c3fbf5b40271add140 Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Mon, 24 Nov 2025 09:47:49 -0500 Subject: [PATCH 06/13] checkpoint on scraper --- backend/scraper-cron/firecrawl.ts | 123 +++++++++++++ backend/scraper-cron/package-lock.json | 101 ++++++++++ backend/scraper-cron/package.json | 1 + backend/scraper-cron/redisClient.ts | 246 +++++++++++++++++++++++++ backend/scraper-cron/scrape.ts | 72 +++++++- 5 files changed, 536 insertions(+), 7 deletions(-) create mode 100644 backend/scraper-cron/redisClient.ts diff --git a/backend/scraper-cron/firecrawl.ts b/backend/scraper-cron/firecrawl.ts index 88dd710..f98af80 100644 --- a/backend/scraper-cron/firecrawl.ts +++ b/backend/scraper-cron/firecrawl.ts @@ -3,6 +3,129 @@ import dotenv from "dotenv"; dotenv.config(); class FirecrawlWithOptionalMocks extends Firecrawl { + override async batchScrape( + urls: string[], + options: Parameters[1] & { + useMocks?: boolean; + } = {} + ): Promise>> { + if (process.env.NODE_ENV === "local") { + console.log("Returning mocked Firecrawl batch scrape response"); + return { + id: "41909ede-22c5-4c75-b005-c45c249cef3a", + status: "completed", + completed: 1, + total: 1, + creditsUsed: 5, + expiresAt: "2025-11-24T17:26:50.000Z", + next: null, + data: [ + { + metadata: { + "og:title": "Coast-to-Coast Startup Directory", + viewport: + "width=device-width, initial-scale=1, viewport-fit=cover", + "twitter:card": "summary_large_image", + ogDescription: + "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + "og:type": "website", + description: + "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + "twitter:description": [ + "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + ], + "twitter:url": "https://www.bycanada.tech/", + language: "en-US", + ogSiteName: "ByCanada", + "og:site_name": "ByCanada", + "twitter:image": + "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", + ogUrl: "https://www.bycanada.tech/", + ogTitle: "Coast-to-Coast Startup Directory", + ogImage: + "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", + "og:description": + "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", + "twitter:title": [ + "Coast-to-Coast Startup Directory", + "Coast-to-Coast Startup Directory", + ], + "og:image": + "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", + "og:url": "https://www.bycanada.tech/", + title: "ByCanada.Tech - Coast-to-Coast Startup Directory", + favicon: + "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/be5bd453-f386-44ef-a7a8-e2527e23b81b.png?rnd=1738710374276", + scrapeId: "1011d7d4-1cbc-4ba1-9a02-3d2a016ac9c6", + sourceURL: "https://www.bycanada.tech/", + url: "https://www.bycanada.tech/", + statusCode: 200, + contentType: "text/html;charset=utf-8", + proxyUsed: "basic", + cacheState: "hit", + cachedAt: "2025-11-23T16:40:35.797Z", + creditsUsed: 5, + }, + json: { + companies: [ + { + url: "https://vidyard.com", + isCanadian: true, + isVcBacked: false, + companyName: "Vidyard", + }, + { + url: "https://wealthsimple.com", + isCanadian: true, + isVcBacked: false, + companyName: "Wealthsimple", + }, + { + url: "https://advite.ai", + isCanadian: true, + isVcBacked: false, + companyName: "Advite", + }, + { + url: "https://cohere.com", + isCanadian: true, + isVcBacked: false, + companyName: "Cohere", + }, + { + url: "https://freshbooks.com", + isCanadian: true, + isVcBacked: false, + companyName: "FreshBooks", + }, + { + url: "https://ridehovr.com", + isCanadian: true, + isVcBacked: false, + companyName: "HOVR", + }, + { + url: "https://therounds.com", + isCanadian: true, + isVcBacked: false, + companyName: "The Rounds", + }, + { + url: "https://getjobber.com", + isCanadian: true, + isVcBacked: false, + companyName: "Jobber", + }, + ], + jobBoards: [], + companyDirectories: [], + }, + }, + ], + }; + } else return super.batchScrape(urls, options); + } override async map( url: string, options: Parameters[1] & { useMocks?: boolean } = {} diff --git a/backend/scraper-cron/package-lock.json b/backend/scraper-cron/package-lock.json index 2a8f345..452b16d 100644 --- a/backend/scraper-cron/package-lock.json +++ b/backend/scraper-cron/package-lock.json @@ -12,6 +12,7 @@ "@types/node": "^24.10.1", "dotenv": "^17.2.3", "openai": "^6.9.1", + "redis": "^4.7.0", "tsx": "^4.20.6", "zod": "^4.1.12" }, @@ -460,6 +461,65 @@ "url": "https://github.com/sponsors/colinhacks" } }, + "node_modules/@redis/bloom": { + "version": "1.2.0", + "resolved": "https://registry.npmjs.org/@redis/bloom/-/bloom-1.2.0.tgz", + "integrity": "sha512-HG2DFjYKbpNmVXsa0keLHp/3leGJz1mjh09f2RLGGLQZzSHpkmZWuwJbAvo3QcRY8p80m5+ZdXZdYOSBLlp7Cg==", + "license": "MIT", + "peerDependencies": { + "@redis/client": "^1.0.0" + } + }, + "node_modules/@redis/client": { + "version": "1.6.1", + "resolved": "https://registry.npmjs.org/@redis/client/-/client-1.6.1.tgz", + "integrity": "sha512-/KCsg3xSlR+nCK8/8ZYSknYxvXHwubJrU82F3Lm1Fp6789VQ0/3RJKfsmRXjqfaTA++23CvC3hqmqe/2GEt6Kw==", + "license": "MIT", + "dependencies": { + "cluster-key-slot": "1.1.2", + "generic-pool": "3.9.0", + "yallist": "4.0.0" + }, + "engines": { + "node": ">=14" + } + }, + "node_modules/@redis/graph": { + "version": "1.1.1", + "resolved": "https://registry.npmjs.org/@redis/graph/-/graph-1.1.1.tgz", + "integrity": "sha512-FEMTcTHZozZciLRl6GiiIB4zGm5z5F3F6a6FZCyrfxdKOhFlGkiAqlexWMBzCi4DcRoyiOsuLfW+cjlGWyExOw==", + "license": "MIT", + "peerDependencies": { + "@redis/client": "^1.0.0" + } + }, + "node_modules/@redis/json": { + "version": "1.0.7", + "resolved": "https://registry.npmjs.org/@redis/json/-/json-1.0.7.tgz", + "integrity": "sha512-6UyXfjVaTBTJtKNG4/9Z8PSpKE6XgSyEb8iwaqDcy+uKrd/DGYHTWkUdnQDyzm727V7p21WUMhsqz5oy65kPcQ==", + "license": "MIT", + "peerDependencies": { + "@redis/client": "^1.0.0" + } + }, + "node_modules/@redis/search": { + "version": "1.2.0", + "resolved": "https://registry.npmjs.org/@redis/search/-/search-1.2.0.tgz", + "integrity": "sha512-tYoDBbtqOVigEDMAcTGsRlMycIIjwMCgD8eR2t0NANeQmgK/lvxNAvYyb6bZDD4frHRhIHkJu2TBRvB0ERkOmw==", + "license": "MIT", + "peerDependencies": { + "@redis/client": "^1.0.0" + } + }, + "node_modules/@redis/time-series": { + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/@redis/time-series/-/time-series-1.1.0.tgz", + "integrity": "sha512-c1Q99M5ljsIuc4YdaCwfUEXsofakb9c8+Zse2qxTadu8TalLXuAESzLvFAvNVbkmSlvlzIQOLpBCmWI9wTOt+g==", + "license": "MIT", + "peerDependencies": { + "@redis/client": "^1.0.0" + } + }, "node_modules/@types/node": { "version": "24.10.1", "resolved": "https://registry.npmjs.org/@types/node/-/node-24.10.1.tgz", @@ -499,6 +559,15 @@ "node": ">= 0.4" } }, + "node_modules/cluster-key-slot": { + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/cluster-key-slot/-/cluster-key-slot-1.1.2.tgz", + "integrity": "sha512-RMr0FhtfXemyinomL4hrWcYJxmX6deFdCxpJzhDttxgO1+bcCnkk+9drydLVDmAMG7NE6aN/fl4F7ucU/90gAA==", + "license": "Apache-2.0", + "engines": { + "node": ">=0.10.0" + } + }, "node_modules/combined-stream": { "version": "1.0.8", "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz", @@ -691,6 +760,15 @@ "url": "https://github.com/sponsors/ljharb" } }, + "node_modules/generic-pool": { + "version": "3.9.0", + "resolved": "https://registry.npmjs.org/generic-pool/-/generic-pool-3.9.0.tgz", + "integrity": "sha512-hymDOu5B53XvN4QT9dBmZxPX4CWhBPPLguTZ9MMFeFa/Kg0xWVfylOVNlJji/E7yTZWFd/q9GO5TxDLq156D7g==", + "license": "MIT", + "engines": { + "node": ">= 4" + } + }, "node_modules/get-intrinsic": { "version": "1.3.0", "resolved": "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.3.0.tgz", @@ -848,6 +926,23 @@ "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==", "license": "MIT" }, + "node_modules/redis": { + "version": "4.7.1", + "resolved": "https://registry.npmjs.org/redis/-/redis-4.7.1.tgz", + "integrity": "sha512-S1bJDnqLftzHXHP8JsT5II/CtHWQrASX5K96REjWjlmWKrviSOLWmM7QnRLstAWsu1VBBV1ffV6DzCvxNP0UJQ==", + "license": "MIT", + "workspaces": [ + "./packages/*" + ], + "dependencies": { + "@redis/bloom": "1.2.0", + "@redis/client": "1.6.1", + "@redis/graph": "1.1.1", + "@redis/json": "1.0.7", + "@redis/search": "1.2.0", + "@redis/time-series": "1.1.0" + } + }, "node_modules/resolve-pkg-maps": { "version": "1.0.0", "resolved": "https://registry.npmjs.org/resolve-pkg-maps/-/resolve-pkg-maps-1.0.0.tgz", @@ -923,6 +1018,12 @@ } } }, + "node_modules/yallist": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz", + "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==", + "license": "ISC" + }, "node_modules/zod": { "version": "4.1.12", "resolved": "https://registry.npmjs.org/zod/-/zod-4.1.12.tgz", diff --git a/backend/scraper-cron/package.json b/backend/scraper-cron/package.json index d670507..5bb61e0 100644 --- a/backend/scraper-cron/package.json +++ b/backend/scraper-cron/package.json @@ -10,6 +10,7 @@ "@types/node": "^24.10.1", "dotenv": "^17.2.3", "openai": "^6.9.1", + "redis": "^4.7.0", "tsx": "^4.20.6", "zod": "^4.1.12" }, diff --git a/backend/scraper-cron/redisClient.ts b/backend/scraper-cron/redisClient.ts new file mode 100644 index 0000000..7d37d8d --- /dev/null +++ b/backend/scraper-cron/redisClient.ts @@ -0,0 +1,246 @@ +import { createClient } from "redis"; +import dotenv from "dotenv"; + +dotenv.config(); + +const redisClient = createClient({ + url: process.env.REDIS_URL || `redis://${process.env.REDIS_HOST || "localhost"}:${process.env.REDIS_PORT || 6379}`, + socket: { + reconnectStrategy: (retries: number) => { + if (retries > 10) { + console.error("Redis connection failed after 10 retries"); + return new Error("Redis connection failed"); + } + return Math.min(retries * 100, 3000); + }, + }, +}); + +redisClient.on("error", (err: Error) => { + console.error("Redis Client Error:", err); +}); + +redisClient.on("connect", () => { + console.log("Redis Client Connected"); +}); + +redisClient.on("ready", () => { + console.log("Redis Client Ready"); +}); + +redisClient.on("reconnecting", () => { + console.log("Redis Client Reconnecting"); +}); + +// Connect to Redis +export const connectRedis = async () => { + try { + if (!redisClient.isOpen) { + await redisClient.connect(); + } + } catch (error) { + console.error("Failed to connect to Redis:", error); + throw error; + } +}; + +// Disconnect from Redis +export const disconnectRedis = async () => { + try { + if (redisClient.isOpen) { + await redisClient.quit(); + } + } catch (error) { + console.error("Failed to disconnect from Redis:", error); + throw error; + } +}; + +// Export the client for direct use +export { redisClient }; + +// Helper functions for common operations +export const redisHelpers = { + // Get a value by key + get: async (key: string): Promise => { + try { + return await redisClient.get(key); + } catch (error) { + console.error(`Error getting key ${key}:`, error); + throw error; + } + }, + + // Set a value with optional expiration (in seconds) + set: async ( + key: string, + value: string, + options?: { EX?: number; NX?: boolean; XX?: boolean } + ): Promise => { + try { + const setOptions: { EX?: number; NX?: boolean; XX?: boolean } = {}; + if (options?.EX !== undefined) setOptions.EX = options.EX; + if (options?.NX !== undefined) setOptions.NX = options.NX; + if (options?.XX !== undefined) setOptions.XX = options.XX; + + if (Object.keys(setOptions).length > 0) { + return await redisClient.set(key, value, setOptions); + } + return await redisClient.set(key, value); + } catch (error) { + console.error(`Error setting key ${key}:`, error); + throw error; + } + }, + + // Delete a key + del: async (key: string | string[]): Promise => { + try { + return await redisClient.del(key); + } catch (error) { + console.error(`Error deleting key ${key}:`, error); + throw error; + } + }, + + // Check if a key exists + exists: async (key: string | string[]): Promise => { + try { + return await redisClient.exists(key); + } catch (error) { + console.error(`Error checking existence of key ${key}:`, error); + throw error; + } + }, + + // Set expiration on a key (in seconds) + expire: async (key: string, seconds: number): Promise => { + try { + return await redisClient.expire(key, seconds); + } catch (error) { + console.error(`Error setting expiration on key ${key}:`, error); + throw error; + } + }, + + // Get TTL (time to live) of a key + ttl: async (key: string): Promise => { + try { + return await redisClient.ttl(key); + } catch (error) { + console.error(`Error getting TTL for key ${key}:`, error); + throw error; + } + }, + + // Set a hash field + hSet: async ( + key: string, + field: string | Record, + value?: string + ): Promise => { + try { + if (typeof field === "string" && value !== undefined) { + return await redisClient.hSet(key, field, value); + } else if (typeof field === "object") { + return await redisClient.hSet(key, field); + } else { + throw new Error("Invalid arguments for hSet"); + } + } catch (error) { + console.error(`Error setting hash field ${key}:`, error); + throw error; + } + }, + + // Get a hash field + hGet: async (key: string, field: string): Promise => { + try { + return await redisClient.hGet(key, field); + } catch (error) { + console.error(`Error getting hash field ${key}.${field}:`, error); + throw error; + } + }, + + // Get all hash fields + hGetAll: async (key: string): Promise> => { + try { + return await redisClient.hGetAll(key); + } catch (error) { + console.error(`Error getting all hash fields for ${key}:`, error); + throw error; + } + }, + + // Add to a set + sAdd: async (key: string, ...members: string[]): Promise => { + try { + return await redisClient.sAdd(key, members); + } catch (error) { + console.error(`Error adding to set ${key}:`, error); + throw error; + } + }, + + // Check if member is in set + sIsMember: async (key: string, member: string): Promise => { + try { + return await redisClient.sIsMember(key, member); + } catch (error) { + console.error(`Error checking set membership ${key}:`, error); + throw error; + } + }, + + // Get all members of a set + sMembers: async (key: string): Promise => { + try { + return await redisClient.sMembers(key); + } catch (error) { + console.error(`Error getting set members ${key}:`, error); + throw error; + } + }, + + // Push to a list (left) + lPush: async (key: string, ...values: string[]): Promise => { + try { + return await redisClient.lPush(key, values); + } catch (error) { + console.error(`Error pushing to list ${key}:`, error); + throw error; + } + }, + + // Push to a list (right) + rPush: async (key: string, ...values: string[]): Promise => { + try { + return await redisClient.rPush(key, values); + } catch (error) { + console.error(`Error pushing to list ${key}:`, error); + throw error; + } + }, + + // Pop from a list (left) + lPop: async (key: string): Promise => { + try { + return await redisClient.lPop(key); + } catch (error) { + console.error(`Error popping from list ${key}:`, error); + throw error; + } + }, + + // Get list length + lLen: async (key: string): Promise => { + try { + return await redisClient.lLen(key); + } catch (error) { + console.error(`Error getting list length ${key}:`, error); + throw error; + } + }, +}; + diff --git a/backend/scraper-cron/scrape.ts b/backend/scraper-cron/scrape.ts index f03f504..41f620a 100644 --- a/backend/scraper-cron/scrape.ts +++ b/backend/scraper-cron/scrape.ts @@ -1,9 +1,6 @@ -import { companyDirectoryUrls, jobBoardUrls } from "sources"; import { firecrawl } from "./firecrawl"; import { listingTool, openaiClient } from "./openaiClient"; import type { ChatCompletion } from "openai/resources"; -import { z } from "zod"; -import fs from "fs"; const schema = { type: "object", properties: { @@ -137,17 +134,78 @@ export const recursiveLinkGathering = async ( "Starting batch scrape for company directories...", companyDirsToSearch ); - const scrapeResult = await firecrawl.batchScrape(companyDirsToSearch, { + const scrapeResults = await firecrawl.batchScrape(companyDirsToSearch, { options: { formats: [ { type: "json", - schema: schema as any, // Firecrawl expects Record but ZodObject works at runtime + schema: schema as any, }, ], }, }); + for (const scrapeResult of scrapeResults.data) { + console.log("Scrape result received.", scrapeResult); - console.log("Scrape result new:", JSON.stringify(scrapeResult, null, 2)); - fs.writeFileSync("scrapeResult.json", JSON.stringify(scrapeResult, null, 2)); + const scrapeResultJobBoards = (scrapeResult.json as any)?.jobBoards || []; + allJobBoards.push(...scrapeResultJobBoards); + const scrapeResultCompanies = (scrapeResult.json as any)?.companies || []; + console.log(JSON.stringify(scrapeResult, null, 2), "Scraped job boards"); + console.log(scrapeResultCompanies, "Scraped companies"); + const scrapeResultCompanyDirs = + (scrapeResult.json as any)?.companyDirectories || []; + allCompanyDirs.push(...scrapeResultCompanyDirs); + for (const company of scrapeResultCompanies) { + console.log( + `Found company URL: ${company.url} checking for associated job boards...` + ); + const buildPotentialJobBoardUrls = (company: { url: string }) => { + console.log(company.url, "Company URL"); + const url = company.url; + const baseUrlDomain = new URL(url).hostname; + const baseUrlDomainWithoutTld = new URL(url).hostname.replace( + /\.[^/.]+$/, + "" + ); + return [ + `https://${baseUrlDomain}/en-ca/careers`, + `https://${baseUrlDomain}/en-ca/jobs`, + `https://${baseUrlDomain}/careers`, + `https://${baseUrlDomain}/jobs`, + `https://jobs.ashbyhq.com/${baseUrlDomainWithoutTld}`, + `https://${baseUrlDomainWithoutTld}.applytojob.com`, + `https://jobs.lever.co/${baseUrlDomainWithoutTld}`, + ]; + }; + const potentialJobBoardUrls = buildPotentialJobBoardUrls(company); + const potentialJobBoardUrlsValidated = []; + for (const url of potentialJobBoardUrls) { + const res = await fetch(url, { method: "HEAD" }); + + const checkRedirectsOnAts = async (response: Response) => { + if (response.redirected) { + if ( + response.url.includes("jobs.lever.co") || + response.url.includes("applytojob.com") || + response.url.includes("ashbyhq.com") || + response.url.includes("info.jazzhr.com") + ) { + return false; + } + return true; + } + return true; + }; + const noRedirectsOnAts = await checkRedirectsOnAts(res); + + if (res.ok && noRedirectsOnAts) { + potentialJobBoardUrlsValidated.push(res.url); + } + } + if (potentialJobBoardUrlsValidated.length > 0) { + allJobBoards.push(potentialJobBoardUrlsValidated[0]); + } + } + } + console.log("Completed scraping. Found totals:", allJobBoards); }; From cdfba16e04bc0a345d30b3a58343e7e0ad1fe1e8 Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Mon, 24 Nov 2025 14:15:18 -0500 Subject: [PATCH 07/13] fixed company dir tree scraper --- backend/scraper-cron/firecrawl.ts | 42 ++++++ backend/scraper-cron/index.ts | 4 +- .../scrape-helpers/mapCompanyDirs.ts | 74 +++++++++++ .../scrape-helpers/scrapeCompanyDirs.ts | 81 ++++++++++++ backend/scraper-cron/scrape.ts | 125 +++++------------- 5 files changed, 229 insertions(+), 97 deletions(-) create mode 100644 backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts create mode 100644 backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts diff --git a/backend/scraper-cron/firecrawl.ts b/backend/scraper-cron/firecrawl.ts index f98af80..89a0c23 100644 --- a/backend/scraper-cron/firecrawl.ts +++ b/backend/scraper-cron/firecrawl.ts @@ -2,6 +2,48 @@ import Firecrawl from "@mendable/firecrawl-js"; import dotenv from "dotenv"; dotenv.config(); +export const schema = { + type: "object", + properties: { + jobBoards: { + type: "array", + items: { + type: "object", + properties: { + jobBoardName: { type: "string" }, + url: { type: "string" }, + }, + required: ["jobBoardName", "url"], + }, + }, + companies: { + type: "array", + items: { + type: "object", + properties: { + companyName: { type: "string" }, + url: { type: "string" }, + isCanadian: { type: "boolean" }, + isVcBacked: { type: "boolean" }, + }, + required: ["companyName", "url", "isCanadian", "isVcBacked"], + }, + }, + companyDirectories: { + type: "array", + items: { + type: "object", + properties: { + directoryName: { type: "string" }, + url: { type: "string" }, + }, + required: ["directoryName", "url"], + }, + }, + }, + required: ["jobBoards", "companies", "companyDirectories"], +}; + class FirecrawlWithOptionalMocks extends Firecrawl { override async batchScrape( urls: string[], diff --git a/backend/scraper-cron/index.ts b/backend/scraper-cron/index.ts index 0b898d3..5a8799f 100644 --- a/backend/scraper-cron/index.ts +++ b/backend/scraper-cron/index.ts @@ -7,7 +7,5 @@ const listOfJobsBoards: string[] = []; const listOfCompanyDirs: string[] = []; recursiveLinkGathering( companyDirectoryUrls.slice(0, 1), - jobBoardUrls.slice(0, 1), - listOfCompanyDirs, - listOfJobsBoards + jobBoardUrls.slice(0, 1) ); diff --git a/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts new file mode 100644 index 0000000..a552ace --- /dev/null +++ b/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts @@ -0,0 +1,74 @@ +import { ChatCompletion } from "openai/resources"; +import { firecrawl } from "../firecrawl"; +import { listingTool, openaiClient } from "../openaiClient"; + +export const mapCompanyDirs = async ( + companyDirsToSearch: string[] +): Promise<{ + companyDirsCollectedByMap: string[]; + jobBoardsCollectedByMap: string[]; +}> => { + const companyDirsCollected: string[] = []; + const jobBoardsCollected: string[] = []; + for (const url of companyDirsToSearch) { + const result = await firecrawl.map(url, { + limit: 50, + sitemap: "include", + }); + + const response = await openaiClient.chat.completions.create({ + model: "gpt-4o", + messages: [ + { + role: "system", + content: + "You are an expert at extracting company names and descriptions from website content always use the listing tool to extract urls from user messages.", + }, + { + role: "user", + content: `Extract the company names and descriptions from the following links:\n\n${result.links + .map( + (link) => + ` ${link.url} + - ${link.title ?? "No Title"}: ${ + link.description ?? "No Description" + }` + ) + .join("\n")}`, + }, + ], + tools: [listingTool], + tool_choice: "required", + }); + + // Type guard to ensure it's a ChatCompletion (not a stream) + if (!("choices" in response)) { + console.error("Unexpected response type - expected ChatCompletion"); + return { + companyDirsCollectedByMap: companyDirsCollected, + jobBoardsCollectedByMap: jobBoardsCollected, + }; + } + + const chatCompletion = response as ChatCompletion; + + // Check if the response contains tool calls + const message = chatCompletion.choices[0]?.message; + + if (message?.tool_calls && message.tool_calls.length > 0) { + // Prepare tool messages with function results + const toolCall = message.tool_calls[0]; + + // Type guard to check if it's a function tool call + if (toolCall.type === "function" && "function" in toolCall) { + const parsedArgs = JSON.parse(toolCall.function.arguments); + companyDirsCollected.push(...(parsedArgs.companyDirectories || [])); + jobBoardsCollected.push(...(parsedArgs.jobBoards || [])); + } + } + } + return { + companyDirsCollectedByMap: companyDirsCollected, + jobBoardsCollectedByMap: jobBoardsCollected, + }; +}; diff --git a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts new file mode 100644 index 0000000..07604f9 --- /dev/null +++ b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts @@ -0,0 +1,81 @@ +import { firecrawl, schema } from "../firecrawl"; + +export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { + const companyDirsCollected = []; + const jobBoardsCollected = []; + let i = 0; + const scrapeResults = await firecrawl.batchScrape(companyDirsToSearch, { + options: { + formats: [ + { + type: "json", + schema: schema as any, + }, + ], + }, + }); + for (const scrapeResult of scrapeResults.data) { + const scrapeResultJobBoards = (scrapeResult.json as any)?.jobBoards || []; + jobBoardsCollected.push(...scrapeResultJobBoards); + const scrapeResultCompanies = (scrapeResult.json as any)?.companies || []; + const scrapeResultCompanyDirs = + (scrapeResult.json as any)?.companyDirectories || []; + companyDirsCollected.push(...scrapeResultCompanyDirs); + for (const company of scrapeResultCompanies) { + const buildPotentialJobBoardUrls = (company: { url: string }) => { + const url = company.url; + const baseUrlDomain = new URL(url).hostname; + const baseUrlDomainWithoutTld = new URL(url).hostname.replace( + /\.[^/.]+$/, + "" + ); + return [ + `https://${baseUrlDomain}/en-ca/careers`, + `https://${baseUrlDomain}/en-ca/jobs`, + `https://${baseUrlDomain}/careers`, + `https://${baseUrlDomain}/jobs`, + `https://jobs.ashbyhq.com/${baseUrlDomainWithoutTld}`, + `https://${baseUrlDomainWithoutTld}.applytojob.com`, + `https://jobs.lever.co/${baseUrlDomainWithoutTld}`, + ]; + }; + const potentialJobBoardUrls = buildPotentialJobBoardUrls(company); + const potentialJobBoardUrlsValidated = []; + for (const url of potentialJobBoardUrls) { + const res = await fetch(url, { method: "HEAD" }); + + const checkRedirectsOnAts = async (response: Response) => { + if (response.redirected) { + if ( + response.url.includes("jobs.lever.co") || + response.url.includes("applytojob.com") || + response.url.includes("ashbyhq.com") || + response.url.includes("info.jazzhr.com") + ) { + return false; + } + return true; + } + return true; + }; + const noRedirectsOnAts = await checkRedirectsOnAts(res); + + if (res.ok && noRedirectsOnAts) { + potentialJobBoardUrlsValidated.push(res.url); + } + } + if (potentialJobBoardUrlsValidated.length > 0) { + for (let i = 0; i < 3; i++) { + if (potentialJobBoardUrlsValidated[i]) { + jobBoardsCollected.push(potentialJobBoardUrlsValidated[i]); + } + } + } + } + } + + return { + companyDirsCollectedByScrape: companyDirsCollected, + jobBoardsCollectedByScrape: jobBoardsCollected, + }; +}; diff --git a/backend/scraper-cron/scrape.ts b/backend/scraper-cron/scrape.ts index 41f620a..476eb76 100644 --- a/backend/scraper-cron/scrape.ts +++ b/backend/scraper-cron/scrape.ts @@ -1,3 +1,4 @@ +import { mapCompanyDirs } from "scrape-helpers/scrapeCompanyDirs"; import { firecrawl } from "./firecrawl"; import { listingTool, openaiClient } from "./openaiClient"; import type { ChatCompletion } from "openai/resources"; @@ -43,97 +44,25 @@ const schema = { required: ["jobBoards", "companies", "companyDirectories"], }; +// recursively gather links from company directories and job boards +// for company directory scrape all links and categorize, then try to find company -> company job board from there +// on each recursion pass directories and job boards to next recursion +// return jobs from job boards found export const recursiveLinkGathering = async ( companyDirsToSearch: string[], jobBoardsToSearch: string[], - allCompanyDirs: string[] = [], - allJobBoards: string[] = [], depth = 0 -) => { +): Promise<{ title: string; pay: number }[]> => { + //const newCompanyDirs = []; + // const newJobBoards = []; let i = 0; // get all url associated with current company dirs to search, categorize as job board or company dir. - for (const url of companyDirsToSearch) { - if (i > 0) break; - i++; - const result = await firecrawl.map(url, { - limit: 50, - sitemap: "include", - }); - - const response = await openaiClient.chat.completions.create({ - model: "gpt-4o", - messages: [ - { - role: "system", - content: - "You are an expert at extracting company names and descriptions from website content always use the listing tool to extract urls from user messages.", - }, - { - role: "user", - content: `Extract the company names and descriptions from the following links:\n\n${result.links - .map( - (link) => - ` ${link.url} - - ${link.title ?? "No Title"}: ${ - link.description ?? "No Description" - }` - ) - .join("\n")}`, - }, - ], - tools: [listingTool], - tool_choice: "required", - }); - - // Type guard to ensure it's a ChatCompletion (not a stream) - if (!("choices" in response)) { - console.error("Unexpected response type - expected ChatCompletion"); - return; - } - - const chatCompletion = response as ChatCompletion; - - // Check if the response contains tool calls - const message = chatCompletion.choices[0]?.message; - const newCompanyDirs = []; - const newJobBoards = []; - - if (message?.tool_calls && message.tool_calls.length > 0) { - // Prepare tool messages with function results - const toolCall = message.tool_calls[0]; - - // Type guard to check if it's a function tool call - if (toolCall.type === "function" && "function" in toolCall) { - const parsedArgs = JSON.parse(toolCall.function.arguments); - newCompanyDirs.push(...(parsedArgs.companyDirectories || [])); - newJobBoards.push(...(parsedArgs.jobBoards || [])); - } - } - - for (const companyDir of newCompanyDirs) { - console.log(`Found company directory URL: ${companyDir}`); - } - - allCompanyDirs.push(...newCompanyDirs); - allJobBoards.push(...newJobBoards); - - if (depth < 2 && (newJobBoards.length > 0 || newCompanyDirs.length > 0)) { - console.log("Recursing to next depth:", depth + 1); - await recursiveLinkGathering( - newCompanyDirs, - newCompanyDirs, - allCompanyDirs, - allJobBoards, - depth + 1 - ); - } - } - // scrape company dirs for job boards and individual companies - console.log( - "Starting batch scrape for company directories...", + const { companyDirsCollected, jobBoardsCollected } = await mapCompanyDirs( companyDirsToSearch ); + // scrape company dirs for job boards and individual companies + const scrapeResults = await firecrawl.batchScrape(companyDirsToSearch, { options: { formats: [ @@ -145,22 +74,14 @@ export const recursiveLinkGathering = async ( }, }); for (const scrapeResult of scrapeResults.data) { - console.log("Scrape result received.", scrapeResult); - const scrapeResultJobBoards = (scrapeResult.json as any)?.jobBoards || []; - allJobBoards.push(...scrapeResultJobBoards); + newJobBoards.push(...scrapeResultJobBoards); const scrapeResultCompanies = (scrapeResult.json as any)?.companies || []; - console.log(JSON.stringify(scrapeResult, null, 2), "Scraped job boards"); - console.log(scrapeResultCompanies, "Scraped companies"); const scrapeResultCompanyDirs = (scrapeResult.json as any)?.companyDirectories || []; - allCompanyDirs.push(...scrapeResultCompanyDirs); + newCompanyDirs.push(...scrapeResultCompanyDirs); for (const company of scrapeResultCompanies) { - console.log( - `Found company URL: ${company.url} checking for associated job boards...` - ); const buildPotentialJobBoardUrls = (company: { url: string }) => { - console.log(company.url, "Company URL"); const url = company.url; const baseUrlDomain = new URL(url).hostname; const baseUrlDomainWithoutTld = new URL(url).hostname.replace( @@ -203,9 +124,25 @@ export const recursiveLinkGathering = async ( } } if (potentialJobBoardUrlsValidated.length > 0) { - allJobBoards.push(potentialJobBoardUrlsValidated[0]); + for (let i = 0; i < 3; i++) { + if (potentialJobBoardUrlsValidated[i]) { + newJobBoards.push(potentialJobBoardUrlsValidated[i]); + } + } } } } - console.log("Completed scraping. Found totals:", allJobBoards); + + const newJobs: { title: string; pay: number }[] = []; + if (depth < 2 && (newJobBoards.length > 0 || newCompanyDirs.length > 0)) { + console.log("Recursing to next depth:", depth + 1); + const newRecursedJobs = await recursiveLinkGathering( + newCompanyDirs, + newJobBoards, + depth + 1 + ); + newJobs.push(...newRecursedJobs); + } + + return newJobs; }; From e1c7745cd88cf8bd674d1e26acd26826c2fe1a81 Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Wed, 26 Nov 2025 06:27:37 -0500 Subject: [PATCH 08/13] work in progress canadianStartupJobs --- backend/scraper-cron/firecrawl.ts | 42 +++++- backend/scraper-cron/index.ts | 2 +- backend/scraper-cron/package.json | 3 +- .../scrape-helpers/scrapeCompanyDirs.ts | 18 ++- backend/scraper-cron/scrape.ts | 140 +++--------------- backend/scraper-cron/test.ts | 35 +++++ backend/scraper-cron/utils.ts | 3 + 7 files changed, 117 insertions(+), 126 deletions(-) create mode 100644 backend/scraper-cron/test.ts create mode 100644 backend/scraper-cron/utils.ts diff --git a/backend/scraper-cron/firecrawl.ts b/backend/scraper-cron/firecrawl.ts index 89a0c23..7a86a6e 100644 --- a/backend/scraper-cron/firecrawl.ts +++ b/backend/scraper-cron/firecrawl.ts @@ -1,4 +1,7 @@ -import Firecrawl from "@mendable/firecrawl-js"; +import Firecrawl, { + ActionOption, + FirecrawlClientOptions, +} from "@mendable/firecrawl-js"; import dotenv from "dotenv"; dotenv.config(); @@ -221,3 +224,40 @@ class FirecrawlWithOptionalMocks extends Firecrawl { export const firecrawl = new FirecrawlWithOptionalMocks({ apiKey: process.env.FIRE_CRAWL_API_KEY!, }); + +export const universalPaginationActions: ActionOption[] = [ + // 1. Infinite Scroll Handler + { + type: "scroll", + direction: "down", + maxRepeats: 5, + }, + + // 2. Semantic Pagination Buttons ("see more", "load more", "next") + { + type: "click", + selector: "button, a", + maxRepeats: 5, + }, + + // 3. Numeric Pagination Buttons (1 2 3 4 ...) + { + type: "click", + maxRepeats: 5, + selector: "button, a", + }, + + // 4. rel="next" SEO Pagination + { + type: "click", + selector: "a[rel='next']", + maxRepeats: 5, + }, + + // 5. Auto-scroll again after clicking + { + type: "scroll", + direction: "down", + maxRepeats: 5, + }, +]; diff --git a/backend/scraper-cron/index.ts b/backend/scraper-cron/index.ts index 5a8799f..f4d90bc 100644 --- a/backend/scraper-cron/index.ts +++ b/backend/scraper-cron/index.ts @@ -5,7 +5,7 @@ import { jobBoardUrls, companyDirectoryUrls } from "./sources"; console.log("This is the scraper cron index file."); const listOfJobsBoards: string[] = []; const listOfCompanyDirs: string[] = []; -recursiveLinkGathering( +const newJobs = recursiveLinkGathering( companyDirectoryUrls.slice(0, 1), jobBoardUrls.slice(0, 1) ); diff --git a/backend/scraper-cron/package.json b/backend/scraper-cron/package.json index 5bb61e0..bdb75f9 100644 --- a/backend/scraper-cron/package.json +++ b/backend/scraper-cron/package.json @@ -3,7 +3,8 @@ "version": "0.1.0", "private": true, "scripts": { - "dev": "tsx index.ts" + "dev": "tsx index.ts", + "test": "tsx test.ts" }, "dependencies": { "@mendable/firecrawl-js": "^4.6.2", diff --git a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts index 07604f9..e43af51 100644 --- a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts +++ b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts @@ -1,19 +1,25 @@ -import { firecrawl, schema } from "../firecrawl"; +import { firecrawl, schema, universalPaginationActions } from "../firecrawl"; export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { const companyDirsCollected = []; const jobBoardsCollected = []; let i = 0; - const scrapeResults = await firecrawl.batchScrape(companyDirsToSearch, { - options: { + const scrapeResults = { data: [] }; + + for (const dirUrl of companyDirsToSearch) { + const scrapeResult = await firecrawl.scrape(dirUrl, { + engine: "playwright", + waitUntil: "networkidle", + actions: universalPaginationActions, formats: [ { type: "json", - schema: schema as any, + schema, }, ], - }, - }); + }); + scrapeResults.data.push(scrapeResult); + } for (const scrapeResult of scrapeResults.data) { const scrapeResultJobBoards = (scrapeResult.json as any)?.jobBoards || []; jobBoardsCollected.push(...scrapeResultJobBoards); diff --git a/backend/scraper-cron/scrape.ts b/backend/scraper-cron/scrape.ts index 476eb76..de133d6 100644 --- a/backend/scraper-cron/scrape.ts +++ b/backend/scraper-cron/scrape.ts @@ -1,48 +1,10 @@ -import { mapCompanyDirs } from "scrape-helpers/scrapeCompanyDirs"; +import { mapCompanyDirs } from "scrape-helpers/mapCompanyDirs"; import { firecrawl } from "./firecrawl"; import { listingTool, openaiClient } from "./openaiClient"; import type { ChatCompletion } from "openai/resources"; -const schema = { - type: "object", - properties: { - jobBoards: { - type: "array", - items: { - type: "object", - properties: { - jobBoardName: { type: "string" }, - url: { type: "string" }, - }, - required: ["jobBoardName", "url"], - }, - }, - companies: { - type: "array", - items: { - type: "object", - properties: { - companyName: { type: "string" }, - url: { type: "string" }, - isCanadian: { type: "boolean" }, - isVcBacked: { type: "boolean" }, - }, - required: ["companyName", "url", "isCanadian", "isVcBacked"], - }, - }, - companyDirectories: { - type: "array", - items: { - type: "object", - properties: { - directoryName: { type: "string" }, - url: { type: "string" }, - }, - required: ["directoryName", "url"], - }, - }, - }, - required: ["jobBoards", "companies", "companyDirectories"], -}; +import { scrapeCompanyDirs } from "scrape-helpers/scrapeCompanyDirs"; + +import { dedupeArray } from "utils"; // recursively gather links from company directories and job boards // for company directory scrape all links and categorize, then try to find company -> company job board from there @@ -58,91 +20,35 @@ export const recursiveLinkGathering = async ( let i = 0; // get all url associated with current company dirs to search, categorize as job board or company dir. - const { companyDirsCollected, jobBoardsCollected } = await mapCompanyDirs( - companyDirsToSearch - ); + const { companyDirsCollectedByMap, jobBoardsCollectedByMap } = + await mapCompanyDirs(companyDirsToSearch); // scrape company dirs for job boards and individual companies - const scrapeResults = await firecrawl.batchScrape(companyDirsToSearch, { - options: { - formats: [ - { - type: "json", - schema: schema as any, - }, - ], - }, - }); - for (const scrapeResult of scrapeResults.data) { - const scrapeResultJobBoards = (scrapeResult.json as any)?.jobBoards || []; - newJobBoards.push(...scrapeResultJobBoards); - const scrapeResultCompanies = (scrapeResult.json as any)?.companies || []; - const scrapeResultCompanyDirs = - (scrapeResult.json as any)?.companyDirectories || []; - newCompanyDirs.push(...scrapeResultCompanyDirs); - for (const company of scrapeResultCompanies) { - const buildPotentialJobBoardUrls = (company: { url: string }) => { - const url = company.url; - const baseUrlDomain = new URL(url).hostname; - const baseUrlDomainWithoutTld = new URL(url).hostname.replace( - /\.[^/.]+$/, - "" - ); - return [ - `https://${baseUrlDomain}/en-ca/careers`, - `https://${baseUrlDomain}/en-ca/jobs`, - `https://${baseUrlDomain}/careers`, - `https://${baseUrlDomain}/jobs`, - `https://jobs.ashbyhq.com/${baseUrlDomainWithoutTld}`, - `https://${baseUrlDomainWithoutTld}.applytojob.com`, - `https://jobs.lever.co/${baseUrlDomainWithoutTld}`, - ]; - }; - const potentialJobBoardUrls = buildPotentialJobBoardUrls(company); - const potentialJobBoardUrlsValidated = []; - for (const url of potentialJobBoardUrls) { - const res = await fetch(url, { method: "HEAD" }); + const { companyDirsCollectedByScrape, jobBoardsCollectedByScrape } = + await scrapeCompanyDirs(companyDirsToSearch); - const checkRedirectsOnAts = async (response: Response) => { - if (response.redirected) { - if ( - response.url.includes("jobs.lever.co") || - response.url.includes("applytojob.com") || - response.url.includes("ashbyhq.com") || - response.url.includes("info.jazzhr.com") - ) { - return false; - } - return true; - } - return true; - }; - const noRedirectsOnAts = await checkRedirectsOnAts(res); - - if (res.ok && noRedirectsOnAts) { - potentialJobBoardUrlsValidated.push(res.url); - } - } - if (potentialJobBoardUrlsValidated.length > 0) { - for (let i = 0; i < 3; i++) { - if (potentialJobBoardUrlsValidated[i]) { - newJobBoards.push(potentialJobBoardUrlsValidated[i]); - } - } - } - } - } + const allNewCompanyDirs = dedupeArray([ + ...companyDirsCollectedByMap, + ...companyDirsCollectedByScrape, + ]); + const allNewJobBoards = dedupeArray([ + ...jobBoardsCollectedByMap, + ...jobBoardsCollectedByScrape, + ]); const newJobs: { title: string; pay: number }[] = []; - if (depth < 2 && (newJobBoards.length > 0 || newCompanyDirs.length > 0)) { + if ( + depth < 2 && + (allNewJobBoards.length > 0 || allNewCompanyDirs.length > 0) + ) { console.log("Recursing to next depth:", depth + 1); const newRecursedJobs = await recursiveLinkGathering( - newCompanyDirs, - newJobBoards, + allNewCompanyDirs, + allNewJobBoards, depth + 1 ); newJobs.push(...newRecursedJobs); } - + console.log(allNewCompanyDirs, allNewJobBoards); return newJobs; }; diff --git a/backend/scraper-cron/test.ts b/backend/scraper-cron/test.ts new file mode 100644 index 0000000..9190e60 --- /dev/null +++ b/backend/scraper-cron/test.ts @@ -0,0 +1,35 @@ +import { firecrawl, schema } from "firecrawl"; + +const getCrawl = async () => { + const url = "https://www.bycanada.tech/"; + const pathPrefix = "/search-category"; + const crawlResult = await firecrawl.crawl(url, { + limit: 100, // number of pages to allow via pagination + + maxDiscoveryDepth: 2, // allow pagination links but no roaming + includePaths: [ + `${pathPrefix}`, + `${pathPrefix}?page=*`, + `${pathPrefix}/page/*`, + `${pathPrefix}?offset=*`, + ], + + // optional extras + scrapeOptions: { + formats: [ + { + type: "json", + schema: schema as any, + }, + ], + }, + }); + + console.log( + `Completed crawling URL ${JSON.stringify(url)}`, + JSON.stringify(crawlResult) + ); + return crawlResult; +}; + +getCrawl(); diff --git a/backend/scraper-cron/utils.ts b/backend/scraper-cron/utils.ts new file mode 100644 index 0000000..0e49b88 --- /dev/null +++ b/backend/scraper-cron/utils.ts @@ -0,0 +1,3 @@ +export const dedupeArray = (arr: string[]): string[] => { + return Array.from(new Set(arr)); +}; From d6d677913ffc55afba076abbb2f132bee5acb3d0 Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Wed, 26 Nov 2025 15:52:43 -0500 Subject: [PATCH 09/13] completed basic scraper --- backend/scraper-cron/.env.example | 3 + .../scraper-cron/customScrapeAndExtract.ts | 659 ++++++++++ backend/scraper-cron/firecrawl.ts | 237 +--- backend/scraper-cron/getJobBoards.ts | 22 + backend/scraper-cron/index.ts | 40 +- backend/scraper-cron/my.json | 1 + backend/scraper-cron/openaiClient.ts | 158 +-- backend/scraper-cron/output.json | 1 + backend/scraper-cron/package-lock.json | 774 ++++++++++++ backend/scraper-cron/package.json | 4 + backend/scraper-cron/pagepath.html | 1100 +++++++++++++++++ .../scrape-helpers/mapCompanyDirs.ts | 101 +- .../scrape-helpers/scrapeCompanyDirs.ts | 91 +- backend/scraper-cron/scrape.ts | 54 - backend/scraper-cron/test.ts | 35 - backend/scraper-cron/utils.ts | 13 + 16 files changed, 2730 insertions(+), 563 deletions(-) create mode 100644 backend/scraper-cron/.env.example create mode 100644 backend/scraper-cron/customScrapeAndExtract.ts create mode 100644 backend/scraper-cron/getJobBoards.ts create mode 100644 backend/scraper-cron/my.json create mode 100644 backend/scraper-cron/output.json create mode 100644 backend/scraper-cron/pagepath.html delete mode 100644 backend/scraper-cron/scrape.ts delete mode 100644 backend/scraper-cron/test.ts diff --git a/backend/scraper-cron/.env.example b/backend/scraper-cron/.env.example new file mode 100644 index 0000000..780d075 --- /dev/null +++ b/backend/scraper-cron/.env.example @@ -0,0 +1,3 @@ +FIRE_CRAWL_API_KEY= +NODE_ENV=development +OPENAI_API_KEY= \ No newline at end of file diff --git a/backend/scraper-cron/customScrapeAndExtract.ts b/backend/scraper-cron/customScrapeAndExtract.ts new file mode 100644 index 0000000..39200ed --- /dev/null +++ b/backend/scraper-cron/customScrapeAndExtract.ts @@ -0,0 +1,659 @@ +// universalScraper.ts +import { chromium, Browser, Page } from "playwright"; +import { NodeHtmlMarkdown } from "node-html-markdown"; +import OpenAI from "openai"; +import { writeFileSync } from "fs"; +import dotenv from "dotenv"; +import crypto from "crypto"; +import { openaiClient } from "openaiClient"; +import { parseDocument } from "htmlparser2"; +import { DomUtils } from "htmlparser2"; +dotenv.config(); + +function isAppendStyle(snapshots: PageSnapshot[]): boolean { + if (snapshots.length < 2) return false; + + const first = snapshots[0].markdown; + const last = snapshots[snapshots.length - 1].markdown; + + // if last page contains half or more of the first snapshot's HTML → append style + const slice = first.slice(0, Math.min(first.length, 2000)); // limit for speed + return last.includes(slice); +} + +/** + * Extract meaningful "blocks" from the HTML. + * This is extremely reliable for list/card-style pages. + */ + +function hashBlock(str: string): string { + return crypto.createHash("md5").update(str).digest("hex"); +} + +/** + * Main heuristic merger: + * - If append-style: return the last snapshot. + * - If paginated slices: dedupe blocks across all pages. + */ +function mergeSnapshotsHeuristically(snapshots: PageSnapshot[]): string { + if (snapshots.length === 0) return ""; + + // CASE 1 — Append-style pagination → last snapshot has everything + if (isAppendStyle(snapshots)) { + console.log("📌 Append-style detected — using only final snapshot."); + return snapshots[snapshots.length - 1].markdown.trim(); + } + + // CASE 2 — Paginated slices → merge unique blocks + const seen = new Set(); + const mergedBlocks: string[] = []; + + for (const snap of snapshots) { + const blocks = snap.markdown; + for (const block of blocks) { + const h = hashBlock(snap.markdown); + if (!seen.has(h)) { + seen.add(h); + mergedBlocks.push(block); + } + } + } + + const pageMarkDown = mergedBlocks.join(""); + return pageMarkDown; +} + +/** + * DROP-IN REPLACEMENT for your existing function. + * Eliminates all LLM calls and uses deterministic structural merging. + */ + +// ----------------------------- +// Types +// ----------------------------- + +interface Company { + name: string; + url: string; + isCanadian?: boolean; + isVcBacked?: boolean; +} + +interface CompanyDirectory { + directoryName: string; + url: string; +} + +interface JobBoard { + jobBoardName: string; + url: string; +} + +export interface ExtractionResult { + companies: Company[]; + companyDirectories: CompanyDirectory[]; + jobBoards: JobBoard[]; +} + +export interface GeneralScraperConfig { + url: string; + + /** + * Optional override for the main content container selector. + * If not provided, we'll detect it dynamically from the page. + */ + contentContainerSelector?: string; + + /** + * Optional override selector for pagination buttons/links. + * If not provided, we'll use a robust default built from keyword heuristics. + */ + paginationSelector?: string; + + /** + * Extra delay after each pagination click to let JS-heavy sites settle, in ms. + * Default: 1500 + */ + postClickDelayMs?: number; + + /** + * If true, we'll use an LLM post-pass to deduplicate repeated content + * across pages and keep only unique/useful sections. + */ + useLLMDiff?: boolean; +} + +interface PageSnapshot { + pageIndex: number; + url: string; + html: string; + markdown: string; +} + +// ----------------------------- +// Pagination selector plumbing +// ----------------------------- + +const PAGINATION_KEYWORDS = [ + "see more", + "show more", + "load more", + "more results", + "more", + "next", + "load older", + "older posts", + "load", + "continue", + "view more", +]; + +const buildDefaultPaginationSelector = (keywords: string[]): string => { + const buttonTextSelectors = keywords.map( + (k) => `button:has-text(${JSON.stringify(k)})` + ); + const linkTextSelectors = keywords.map( + (k) => `a:has-text(${JSON.stringify(k)})` + ); + const roleButtonTextSelectors = keywords.map( + (k) => `[role="button"]:has-text(${JSON.stringify(k)})` + ); + + const semanticNextSelectors = [ + `a[rel="next"]`, + `a[aria-label*="Next" i]`, + `button[aria-label*="Next" i]`, + `[role="button"][aria-label*="Next" i]`, + ]; + + const commonClassSelectors = [ + `button[id*="more" i]`, + `button[class*="more" i]`, + `button[class*="load" i]`, + `button[class*="next" i]`, + `button[class*="pagination" i]`, + `button[data-testid*="more" i]`, + `[role="button"][id*="more" i]`, + `[role="button"][class*="more" i]`, + `[role="button"][data-testid*="more" i]`, + ]; + + return [ + ...buttonTextSelectors, + ...linkTextSelectors, + ...roleButtonTextSelectors, + ...semanticNextSelectors, + ...commonClassSelectors, + ].join(", "); +}; + +// ----------------------------- +// HTML → Markdown helper +// ----------------------------- + +const htmlToMarkdown = (html: string): string => { + const strippedHtml = stripScriptAndStyleTags(html); + return NodeHtmlMarkdown.translate(strippedHtml); +}; + +export const stripScriptAndStyleTags = (html: string): string => { + return ( + html + // remove blocks + .replace(/]*>([\s\S]*?)<\/script>/gi, "") + // remove blocks + .replace(/]*>([\s\S]*?)<\/style>/gi, "") + // remove self-closing scripts (rare but valid) + .replace(/]*\/>/gi, "") + // remove self-closing styles + .replace(/]*\/>/gi, "") + ); +}; + +const paginateAndSnapshot = async ( + page: Page, + config: GeneralScraperConfig +): Promise => { + const { + paginationSelector: paginationSelectorOverride, + postClickDelayMs = 1500, + } = config; + + // 1. Detect container dynamically if not provided + const contentContainerSelector = "body"; + + const paginationSelector = + paginationSelectorOverride || + buildDefaultPaginationSelector(PAGINATION_KEYWORDS); + + const snapshots: PageSnapshot[] = []; + + let pageIndex = 0; + let lastHTML = ""; + let stableCount = 0; + + while (true) { + const iterationStart = Date.now(); + + // ---- 1. Snapshot current content ---- + const container = page.locator(contentContainerSelector); + const html = await container.innerHTML(); + const markdown = htmlToMarkdown(html); + + snapshots.push({ + pageIndex, + url: page.url(), + html, + markdown, + }); + if (pageIndex > 2) break; + + // ---- 2. Detect if content stopped changing ---- + if (html === lastHTML) { + stableCount++; + if (stableCount >= 3) { + console.log("🛑 Pagination ended: container stabilized."); + break; + } + } else { + stableCount = 0; + } + lastHTML = html; + + // ---- 3. Check timeout for this loop iteration ---- + if (Date.now() - iterationStart > 20_000) { + console.log( + "🛑 Pagination ended: 20-second timeout for iteration reached." + ); + break; + } + + // ---- 4. Look for 'Next' button ---- + const nextButton = page.locator(paginationSelector).first(); + + const isVisible = await nextButton.isVisible().catch(() => false); + if (!isVisible) { + console.log("🛑 Pagination ended: next button not visible."); + break; + } + + // ---- 5. Check disabled state ---- + const isDisabled = await nextButton.isDisabled().catch(() => false); + const ariaDisabled = await nextButton.getAttribute("aria-disabled"); + + if (isDisabled || ariaDisabled === "true") { + console.log("🛑 Pagination ended: button disabled."); + break; + } + + // ---- 6. Click the button ---- + const beforeHTML = await container.innerHTML(); + + await nextButton.click({ force: true }); + + // ---- 7. Wait for content to change (with its own timeout) ---- + + const changed = await page + .waitForFunction( + (args) => { + const { sel, prev } = args; + const el = document.querySelector(sel); + return el && el.innerHTML !== prev; + }, + { sel: contentContainerSelector, prev: beforeHTML }, // <-- arg + { timeout: 8000 } // <-- options + ) + .then(() => true) + .catch(() => false); + + if (!changed) { + console.log("🛑 Pagination ended: container did not change after click."); + break; + } + + // ---- 8. Optional delay ---- + if (postClickDelayMs > 0) { + await page.waitForTimeout(postClickDelayMs); + } + + // ---- 9. Check if full iteration exceeded 20 sec ---- + if (Date.now() - iterationStart > 20_000) { + console.log("🛑 Pagination ended: iteration exceeded 20 seconds."); + break; + } + + pageIndex++; + } + return snapshots; +}; + +// ----------------------------- +// OPTIONAL: LLM-based deduplication across pages +// ----------------------------- + +// ----------------------------- +// Tools for company / directory / job board extraction +// ----------------------------- + +const extractionTools: any[] = [ + { + type: "function", + function: { + name: "extract_entities", + description: + "Extract companies, company directories, and job boards from the given markdown.", + parameters: { + type: "object", + properties: { + companies: { + type: "array", + description: + "List of companies mentioned on the page with their main URL.", + items: { + type: "object", + properties: { + name: { type: "string" }, + url: { type: "string" }, + isCanadian: { type: "boolean" }, + isVcBacked: { type: "boolean" }, + }, + required: ["name", "url"], + }, + }, + companyDirectories: { + type: "array", + description: + "Startup/tech/company directories that list many companies.", + items: { + type: "object", + properties: { + directoryName: { type: "string" }, + url: { type: "string" }, + }, + required: ["directoryName", "url"], + }, + }, + jobBoards: { + type: "array", + description: + "Job boards or career listing pages relevant to the content.", + items: { + type: "object", + properties: { + jobBoardName: { type: "string" }, + url: { type: "string" }, + }, + required: ["jobBoardName", "url"], + }, + }, + }, + required: ["companies", "companyDirectories", "jobBoards"], + }, + }, + }, +]; + +// ----------------------------- +// High-level pipeline +// ----------------------------- + +export interface MarkdownSection { + heading: string; + level: number; + content: string; +} + +export const splitMarkdownByHeadings = ( + markdown: string, + chunkSize: number // number, not string +): MarkdownSection[] => { + const lines = markdown.split(/\r?\n/); + + const sections: MarkdownSection[] = []; + let current: MarkdownSection | null = null; + + const headingRegex = /^(#{1,6})\s+(.*)$/; + + for (const line of lines) { + const match = line.match(headingRegex); + + if (match) { + // Save previous section + if (current) sections.push(current); + + // Start a new one + const level = match[1].length; + const heading = match[2].trim(); + + current = { + heading, + level, + content: "", + }; + } else if (current) { + current.content += line + "\n"; + } + } + + if (current) sections.push(current); + + // + // SECOND PASS → split oversized sections by character count + // + const finalSections: MarkdownSection[] = []; + + for (const sec of sections) { + if (sec.content.length <= chunkSize) { + finalSections.push(sec); + continue; + } + + // Break into N chunks of size <= chunkSize + let start = 0; + const total = sec.content.length; + + while (start < total) { + const end = Math.min(start + chunkSize, total); + const chunkContent = sec.content.slice(start, end); + + finalSections.push({ + heading: sec.heading, + level: sec.level, + content: chunkContent, + }); + + start = end; + } + } + + return finalSections; +}; + +export const normalizeEntryToMarkdown = (entry: any): string => { + // 1. Use heading if available + const heading = entry.heading || entry.title || entry.name || "Entry"; + + // 2. Use content if exists + if (entry.content) { + return `### ${heading}\n\n${entry.content}\n\n`; + } + + // 3. Otherwise fallback to pretty-printed JSON + return `### ${heading}\n\n\`\`\`json\n${JSON.stringify( + entry, + null, + 2 + )}\n\`\`\`\n\n`; +}; + +export const chunkMarkdown = ( + sections: string[], + maxChars: number +): string[] => { + const chunks: string[] = []; + let current = ""; + + for (const sec of sections) { + if ((current + sec).length > maxChars) { + chunks.push(current); + current = sec; + } else { + current += sec; + } + } + + if (current.trim()) chunks.push(current); + return chunks; +}; + +export const mergeResults = (results: ExtractionResult[]): ExtractionResult => { + try { + let companies: Company[] = []; + let jobBoards: JobBoard[] = []; + let directories: CompanyDirectory[] = []; + for (const r of results) { + companies = companies.concat(r.companies); + jobBoards = jobBoards.concat(r.jobBoards); + directories = directories.concat(r.companyDirectories); + } + return { + companies, + jobBoards, + companyDirectories: directories, + }; + } catch (err) { + return { + companies: [], + jobBoards: [], + companyDirectories: [], + }; + } +}; +export const extractChunk = async ( + client: OpenAI, + markdownChunk: string +): Promise => { + try { + const completion = await client.chat.completions.create({ + model: "gpt-4.1-mini", + messages: [ + { + role: "system", + content: + "Extract all companies, job boards, and company directories from the following markdown.", + }, + { role: "user", content: markdownChunk }, + ], + tools: extractionTools, + tool_choice: "auto", + }); + + const toolCall = completion.choices?.[0]?.message?.tool_calls?.[0]; + + if (!toolCall) + return { + companies: [], + jobBoards: [], + companyDirectories: [], + }; + + const args = JSON.parse( + (toolCall as unknown as { function: { arguments: string } }).function + .arguments + ) as ExtractionResult; + + // Example fallback injection (your sample data) + // const args: ExtractionResult = { + // companies: [ + // { name: "Antler", url: "https://www.antler.co/location/canada" }, + // { name: "VClub", url: "https://vclub.poker" }, + // { name: "Brampton Angels", url: "https://bramptonangels.vc/" }, + // { name: "CVCA Intelligence", url: "https://intelligence.cvca.ca/" }, + // { + // name: "Canada Startup Association", + // url: "https://canadastartups.co/", + // }, + // ], + // companyDirectories: [], + // jobBoards: [], + // }; + + const companies: Company[] = []; + const jobBoards: JobBoard[] = []; + const companyDirectories: CompanyDirectory[] = []; + + if (Array.isArray(args.companies)) { + for (const c of args.companies) { + companies.push(c); + } + } + + if (Array.isArray(args.companyDirectories)) { + for (const d of args.companyDirectories) { + companyDirectories.push(d); + } + } + + if (Array.isArray(args.jobBoards)) { + for (const j of args.jobBoards) { + jobBoards.push(j); + } + } + + return { + companies, + jobBoards, + companyDirectories, + }; + } catch (err) { + console.log("error", "markdown"); + return { + companies: [], + jobBoards: [], + companyDirectories: [], + }; + } +}; + +export const scrapeAndExtract = async ( + scraperConfig: GeneralScraperConfig +): Promise => { + const browser: Browser = await chromium.launch({ headless: true }); + const page: Page = await browser.newPage(); + const chunkChars = 10000; + + try { + await page.goto(scraperConfig.url, { waitUntil: "networkidle" }); + + const snapshots = await paginateAndSnapshot(page, scraperConfig); + console.log("Number of snapshots", snapshots.length); + const markdownCombined = mergeSnapshotsHeuristically(snapshots); + + const splitMarkDown = splitMarkdownByHeadings(markdownCombined, chunkChars); + + const markdownEntries = splitMarkDown.map(normalizeEntryToMarkdown); + const markdownChunks = chunkMarkdown(markdownEntries, chunkChars); + + const partialResults: ExtractionResult[] = []; + let i = 0; + for (const chunk of markdownChunks) { + i++; + const r = await extractChunk(openaiClient, chunk); + console.log("Getting partial results for chunk ", i); + partialResults.push(r); + } + + // 4. Merge + const results = mergeResults(partialResults); + + return results; + } catch { + return { + companies: [], + companyDirectories: [], + jobBoards: [], + }; + } finally { + await browser.close(); + } +}; diff --git a/backend/scraper-cron/firecrawl.ts b/backend/scraper-cron/firecrawl.ts index 7a86a6e..0ac5661 100644 --- a/backend/scraper-cron/firecrawl.ts +++ b/backend/scraper-cron/firecrawl.ts @@ -47,217 +47,34 @@ export const schema = { required: ["jobBoards", "companies", "companyDirectories"], }; -class FirecrawlWithOptionalMocks extends Firecrawl { - override async batchScrape( - urls: string[], - options: Parameters[1] & { - useMocks?: boolean; - } = {} - ): Promise>> { - if (process.env.NODE_ENV === "local") { - console.log("Returning mocked Firecrawl batch scrape response"); - return { - id: "41909ede-22c5-4c75-b005-c45c249cef3a", - status: "completed", - completed: 1, - total: 1, - creditsUsed: 5, - expiresAt: "2025-11-24T17:26:50.000Z", - next: null, - data: [ - { - metadata: { - "og:title": "Coast-to-Coast Startup Directory", - viewport: - "width=device-width, initial-scale=1, viewport-fit=cover", - "twitter:card": "summary_large_image", - ogDescription: - "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - "og:type": "website", - description: - "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - "twitter:description": [ - "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - ], - "twitter:url": "https://www.bycanada.tech/", - language: "en-US", - ogSiteName: "ByCanada", - "og:site_name": "ByCanada", - "twitter:image": - "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", - ogUrl: "https://www.bycanada.tech/", - ogTitle: "Coast-to-Coast Startup Directory", - ogImage: - "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", - "og:description": - "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - "twitter:title": [ - "Coast-to-Coast Startup Directory", - "Coast-to-Coast Startup Directory", - ], - "og:image": - "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", - "og:url": "https://www.bycanada.tech/", - title: "ByCanada.Tech - Coast-to-Coast Startup Directory", - favicon: - "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/be5bd453-f386-44ef-a7a8-e2527e23b81b.png?rnd=1738710374276", - scrapeId: "1011d7d4-1cbc-4ba1-9a02-3d2a016ac9c6", - sourceURL: "https://www.bycanada.tech/", - url: "https://www.bycanada.tech/", - statusCode: 200, - contentType: "text/html;charset=utf-8", - proxyUsed: "basic", - cacheState: "hit", - cachedAt: "2025-11-23T16:40:35.797Z", - creditsUsed: 5, - }, - json: { - companies: [ - { - url: "https://vidyard.com", - isCanadian: true, - isVcBacked: false, - companyName: "Vidyard", - }, - { - url: "https://wealthsimple.com", - isCanadian: true, - isVcBacked: false, - companyName: "Wealthsimple", - }, - { - url: "https://advite.ai", - isCanadian: true, - isVcBacked: false, - companyName: "Advite", - }, - { - url: "https://cohere.com", - isCanadian: true, - isVcBacked: false, - companyName: "Cohere", - }, - { - url: "https://freshbooks.com", - isCanadian: true, - isVcBacked: false, - companyName: "FreshBooks", - }, - { - url: "https://ridehovr.com", - isCanadian: true, - isVcBacked: false, - companyName: "HOVR", - }, - { - url: "https://therounds.com", - isCanadian: true, - isVcBacked: false, - companyName: "The Rounds", - }, - { - url: "https://getjobber.com", - isCanadian: true, - isVcBacked: false, - companyName: "Jobber", - }, - ], - jobBoards: [], - companyDirectories: [], - }, - }, - ], - }; - } else return super.batchScrape(urls, options); - } - override async map( - url: string, - options: Parameters[1] & { useMocks?: boolean } = {} - ) { - if (process.env.NODE_ENV === "local") { - console.log("Returning mocked Firecrawl response"); - return { - links: [ - { - url: "https://www.bycanada.tech/search-category", - title: "Coast-to-Coast Startup Directory", - description: - "Search through 10k+ Canadian startups coast-to-coast. Find alternatives to software & products you use made right here in Canada.", - }, - { - url: "https://www.bycanada.tech/contribute", - title: "Contribute", - description: - "Add a Business. © 2025 ByCanada. All rights reserved. Made with Free AI No Code App Builder | Portals | Internal Tools.", - }, - { - url: "https://www.bycanada.tech/search-location", - }, - { - url: "https://www.bycanada.tech/careers", - }, - { - url: "https://www.bycanada.tech/profile", - }, - { - url: "https://www.bycanada.tech", - title: "ByCanada.Tech - Coast-to-Coast Startup Directory", - description: - "Search through 10k+ Canadian startups coast-to-coast. Find alternatives to software & products you use made right here in Canada.", - }, - { - url: "https://www.bycanada.tech/addabusiness", - }, - { - url: "https://www.bycanada.tech/contactus", - title: "Contact Us", - description: - "Search through 10k+ Canadian startups coast-to-coast. Find alternatives to software & products you use made right here in Canada.", - }, +export const jobSchema = { + type: "object", + properties: { + jobs: { + type: "array", + items: { + type: "object", + properties: { + title: { type: "string" }, + location: { type: "string" }, + remoteOk: { type: "boolean" }, + salaryMin: { type: "number" }, + salaryMax: { type: "number" }, + description: { type: "string" }, + }, + required: [ + "title", + "location", + "remoteOk", + "description", + // salaryMin and salaryMax intentionally omitted ], - }; - } else return super.map(url, options); - } -} + }, + }, + }, + required: ["jobs"], +}; -export const firecrawl = new FirecrawlWithOptionalMocks({ +export const firecrawl = new Firecrawl({ apiKey: process.env.FIRE_CRAWL_API_KEY!, }); - -export const universalPaginationActions: ActionOption[] = [ - // 1. Infinite Scroll Handler - { - type: "scroll", - direction: "down", - maxRepeats: 5, - }, - - // 2. Semantic Pagination Buttons ("see more", "load more", "next") - { - type: "click", - selector: "button, a", - maxRepeats: 5, - }, - - // 3. Numeric Pagination Buttons (1 2 3 4 ...) - { - type: "click", - maxRepeats: 5, - selector: "button, a", - }, - - // 4. rel="next" SEO Pagination - { - type: "click", - selector: "a[rel='next']", - maxRepeats: 5, - }, - - // 5. Auto-scroll again after clicking - { - type: "scroll", - direction: "down", - maxRepeats: 5, - }, -]; diff --git a/backend/scraper-cron/getJobBoards.ts b/backend/scraper-cron/getJobBoards.ts new file mode 100644 index 0000000..e3ea9c4 --- /dev/null +++ b/backend/scraper-cron/getJobBoards.ts @@ -0,0 +1,22 @@ +import { mapCompanyDir } from "scrape-helpers/mapCompanyDirs"; +import { scrapeCompanyDirs } from "scrape-helpers/scrapeCompanyDirs"; + +// recursively gather links from company directories and job boards +// for company directory scrape all links and categorize, then try to find company -> company job board from there +// on each recursion pass directories and job boards to next recursion +// return jobs from job boards found +export const getJobBoards = async (companyDirToSearch: string) => { + const { companyDirsCollectedByMap, jobBoardsCollectedByMap } = + await mapCompanyDir(companyDirToSearch); + + const { companyDirsCollectedByScrape, jobBoardsCollectedByScrape } = + await scrapeCompanyDirs(companyDirsCollectedByMap); + const { jobBoardsCollectedByScrape: jobBoardsCollectedBySecondScrape } = + await scrapeCompanyDirs(companyDirsCollectedByScrape); + + const allJobBoards = jobBoardsCollectedByMap + .concat(jobBoardsCollectedByScrape) + .concat(jobBoardsCollectedBySecondScrape); + + return allJobBoards; +}; diff --git a/backend/scraper-cron/index.ts b/backend/scraper-cron/index.ts index f4d90bc..f4903de 100644 --- a/backend/scraper-cron/index.ts +++ b/backend/scraper-cron/index.ts @@ -1,11 +1,35 @@ // will eventually boot cron job, currently just hitting the scraper directly -import { recursiveLinkGathering } from "./scrape"; +import { chunkStrings } from "utils"; +import { getJobBoards } from "./getJobBoards"; import { jobBoardUrls, companyDirectoryUrls } from "./sources"; -console.log("This is the scraper cron index file."); -const listOfJobsBoards: string[] = []; -const listOfCompanyDirs: string[] = []; -const newJobs = recursiveLinkGathering( - companyDirectoryUrls.slice(0, 1), - jobBoardUrls.slice(0, 1) -); +import { firecrawl, jobSchema } from "firecrawl"; +import { writeFileSync } from "fs"; + +// need to add chunking here +const getAllJobs = async () => { + const allJobs = []; + const allJobBoardUrls = jobBoardUrls; + for (const companyDirectory in companyDirectoryUrls) { + const jobBoardsCollected = await getJobBoards(companyDirectory); + allJobBoardUrls.push(...jobBoardsCollected); + } + + const chunkedJobBoardUrls = chunkStrings(allJobBoardUrls, 10); + + for (const jobBoards of chunkedJobBoardUrls) { + const result = await firecrawl.batchScrape(jobBoards, { + options: { + formats: [{ type: "json", schema: jobSchema }], + }, + }); + + const jobs = result.data.map((elem) => { + return elem.json; + }); + + allJobs.push(jobs); + } + + writeFileSync("new_jobs.json", JSON.stringify(allJobs)); +}; diff --git a/backend/scraper-cron/my.json b/backend/scraper-cron/my.json new file mode 100644 index 0000000..16bec08 --- /dev/null +++ b/backend/scraper-cron/my.json @@ -0,0 +1 @@ +{"companies":[],"jobBoards":[],"companyDirectories":[]} \ No newline at end of file diff --git a/backend/scraper-cron/openaiClient.ts b/backend/scraper-cron/openaiClient.ts index 27c6fde..5f6aa8b 100644 --- a/backend/scraper-cron/openaiClient.ts +++ b/backend/scraper-cron/openaiClient.ts @@ -9,7 +9,7 @@ export const listingTool = { function: { name: "listing-extractor", description: - "Tool to extract urls and categorize them into two seperate lists, job board and company directory. Respond only with a json object with two keys, 'jobBoards' and 'companyDirectories', each containing an array of urls. Do not include any other text or formatting outside the json object.", + "Tool to best single url for finding a job board or company directory from a site map", parameters: { type: "object", properties: { @@ -77,160 +77,6 @@ function buildMockAssistantResponseFromToolResult(content: string) { } as Awaited>; } -class OpenAIWithOptionalMocks { - private readonly client: OpenAI; - - constructor(options: { apiKey: string }) { - this.client = new OpenAI(options); - } - - get chat() { - const originalChat = this.client.chat; - return { - ...originalChat, - completions: { - ...originalChat.completions, - create: async ( - ...args: Parameters - ) => { - // Use the mocked OpenAI response when running locally (NODE_ENV === 'local'). - // This keeps the behavior consistent with firecrawl's mock which also checks - // for NODE_ENV === 'local'. In non-local environments we call the real API. - if (process.env.NODE_ENV === "local") { - console.log("Returning mocked OpenAI response"); - const firstArg = args[0]; - const hasTools = - firstArg && - typeof firstArg === "object" && - "tools" in firstArg && - Array.isArray((firstArg as any).tools) && - (firstArg as any).tools.length > 0; - - if (hasTools && (firstArg as any).tools) { - // Return a tool call response - return { - id: "chatcmpl-CeuII0J1clIOOfCwJVufXxv2Y1Qla", - object: "chat.completion", - created: 1763865550, - model: "gpt-4o-2024-08-06", - choices: [ - { - index: 0, - message: { - role: "assistant", - content: null, - tool_calls: [ - { - id: "call_6USmqBwjyOZKM3GnH33iQWNk", - type: "function", - function: { - name: "listing-extractor", - arguments: - '{"jobBoards":[],"companyDirectories":["https://www.bycanada.tech/search-category","https://www.bycanada.tech/search-location","https://www.bycanada.tech"]}', - }, - }, - ], - refusal: null, - annotations: [], - }, - logprobs: null, - finish_reason: "tool_calls", - }, - ], - usage: { - prompt_tokens: 423, - completion_tokens: 48, - total_tokens: 471, - prompt_tokens_details: { - cached_tokens: 0, - audio_tokens: 0, - }, - completion_tokens_details: { - reasoning_tokens: 0, - audio_tokens: 0, - accepted_prediction_tokens: 0, - rejected_prediction_tokens: 0, - }, - }, - service_tier: "default", - system_fingerprint: "fp_cbf1785567", - } as Awaited>; - } else { - // If the incoming message set contains a tool result (role: 'tool'), - // parse it and create a realistic final assistant response for local testing. - const messages = (firstArg as any).messages ?? []; - const toolResultMessage = messages.find( - (m: any) => m.role === "tool" && !!m.content - ); - - if (toolResultMessage) { - try { - return buildMockAssistantResponseFromToolResult( - toolResultMessage.content - ); - } catch (err) { - console.error( - "Error building mock response from tool content:", - err - ); - // Fall back to a very small response if our parser fails - return { - id: "chatcmpl-mock", - object: "chat.completion", - created: Math.floor(Date.now() / 1000), - model: "gpt-4o-mock", - choices: [ - { - index: 0, - message: { - role: "assistant", - content: - "Could not parse tool output during local testing.", - }, - finish_reason: "stop", - }, - ], - usage: { - prompt_tokens: 5, - completion_tokens: 7, - }, - } as Awaited< - ReturnType - >; - } - } - - // Return a regular text response - return { - id: "chatcmpl-mock", - object: "chat.completion", - created: Math.floor(Date.now() / 1000), - model: "gpt-4o-mock", - choices: [ - { - index: 0, - message: { - role: "assistant", - content: "This is a mocked response from OpenAI API.", - }, - finish_reason: "stop", - }, - ], - usage: { - prompt_tokens: 5, - completion_tokens: 7, - }, - } as Awaited>; - } - } else { - console.log("Calling real OpenAI API"); - return originalChat.completions.create(...args); - } - }, - }, - }; - } -} -export const openaiClient = new OpenAIWithOptionalMocks({ +export const openaiClient = new OpenAI({ apiKey: process.env.OPENAI_API_KEY!, }); diff --git a/backend/scraper-cron/output.json b/backend/scraper-cron/output.json new file mode 100644 index 0000000..9f74545 --- /dev/null +++ b/backend/scraper-cron/output.json @@ -0,0 +1 @@ +{"companies":[{"name":"Community Safety and Wellness Accelerator","url":"https://www.foundersbeta.com/directory-listing/csw-accelerator/"},{"name":"Alberta Catalyzer","url":"https://www.foundersbeta.com/directory-listing/alberta-catalyzer/"},{"name":"Plug and Play Alberta","url":"https://www.foundersbeta.com/directory-listing/plug-and-play-alberta/"},{"name":"Applied Pharmaceutical Innovation","url":"https://www.foundersbeta.com/directory-listing/applied-pharmaceutical-innovation/"},{"name":"Health Innovation Hub @UAlberta","url":"https://www.foundersbeta.com/directory-listing/health-innovation-hub/"},{"name":"eHUB Entrepreneurship Centre","url":"https://www.foundersbeta.com/directory-listing/ehub-entrepreneurship-centre/"},{"name":"Alberta Accelerator Edmonton","url":"https://www.foundersbeta.com/directory-listing/alberta-accelerator-edmonton/"},{"name":"Edmonton Unlimited","url":"https://www.foundersbeta.com/directory-listing/edmonton-unlimited/"},{"name":"Alberta Women Entrepreneurs","url":"https://www.foundersbeta.com/directory-listing/alberta-women-entrepreneurs/"},{"name":"Alberta Innovates","url":"https://www.foundersbeta.com/directory-listing/alberta-innovates/"}],"jobBoards":[{"jobBoardName":"Jobs","url":"https://www.foundersbeta.com/startup-jobs/"}],"companyDirectories":[{"directoryName":"Edmonton Accelerators & Incubators","url":"https://www.foundersbeta.com/startup-directory/categories/edmonton-startup-accelerators-incubators/"},{"directoryName":"Startup Directory","url":"https://foundersbeta.com/startup-directory"}]} \ No newline at end of file diff --git a/backend/scraper-cron/package-lock.json b/backend/scraper-cron/package-lock.json index 452b16d..9c3768e 100644 --- a/backend/scraper-cron/package-lock.json +++ b/backend/scraper-cron/package-lock.json @@ -11,7 +11,11 @@ "@mendable/firecrawl-js": "^4.6.2", "@types/node": "^24.10.1", "dotenv": "^17.2.3", + "htmlparser2": "^10.0.0", + "jsdom": "^27.2.0", + "node-html-markdown": "^2.0.0", "openai": "^6.9.1", + "playwright": "^1.57.0", "redis": "^4.7.0", "tsx": "^4.20.6", "zod": "^4.1.12" @@ -20,6 +24,173 @@ 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"sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw==", + "license": "MIT" + }, "node_modules/yallist": { "version": "4.0.0", "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz", diff --git a/backend/scraper-cron/package.json b/backend/scraper-cron/package.json index bdb75f9..0b67b4b 100644 --- a/backend/scraper-cron/package.json +++ b/backend/scraper-cron/package.json @@ -10,7 +10,11 @@ "@mendable/firecrawl-js": "^4.6.2", "@types/node": "^24.10.1", "dotenv": "^17.2.3", + "htmlparser2": "^10.0.0", + "jsdom": "^27.2.0", + "node-html-markdown": "^2.0.0", "openai": "^6.9.1", + "playwright": "^1.57.0", "redis": "^4.7.0", "tsx": "^4.20.6", "zod": "^4.1.12" diff --git a/backend/scraper-cron/pagepath.html b/backend/scraper-cron/pagepath.html new file mode 100644 index 0000000..1ab4dbb --- /dev/null +++ b/backend/scraper-cron/pagepath.html @@ -0,0 +1,1100 @@ + + + + + + + + + + + + + + + + + + + + + + + + + +ByCanada.Tech - Coast-to-Coast Startup Directory + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts index a552ace..375e1d1 100644 --- a/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts +++ b/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts @@ -2,71 +2,76 @@ import { ChatCompletion } from "openai/resources"; import { firecrawl } from "../firecrawl"; import { listingTool, openaiClient } from "../openaiClient"; -export const mapCompanyDirs = async ( - companyDirsToSearch: string[] +export const mapCompanyDir = async ( + companyDirToSearch: string ): Promise<{ companyDirsCollectedByMap: string[]; jobBoardsCollectedByMap: string[]; }> => { const companyDirsCollected: string[] = []; const jobBoardsCollected: string[] = []; - for (const url of companyDirsToSearch) { - const result = await firecrawl.map(url, { - limit: 50, - sitemap: "include", - }); + const result = await firecrawl.map(companyDirToSearch, { + limit: 50, + sitemap: "include", + }); - const response = await openaiClient.chat.completions.create({ - model: "gpt-4o", - messages: [ - { - role: "system", - content: - "You are an expert at extracting company names and descriptions from website content always use the listing tool to extract urls from user messages.", - }, - { - role: "user", - content: `Extract the company names and descriptions from the following links:\n\n${result.links - .map( - (link) => - ` ${link.url} + const response = await openaiClient.chat.completions.create({ + model: "gpt-4o", + messages: [ + { + role: "system", + content: + "You use the listing tool to extract urls with list of companies (known as company directories) and job boards from a map of this site. You choose one of each, you never return a sitemap", + }, + { + role: "user", + content: `Extract the company names and descriptions from the following links:\n\n${result.links + .map( + (link) => + ` ${link.url} - ${link.title ?? "No Title"}: ${ - link.description ?? "No Description" - }` - ) - .join("\n")}`, - }, - ], - tools: [listingTool], - tool_choice: "required", - }); + link.description ?? "No Description" + }` + ) + .join("\n")}`, + }, + ], + tools: [listingTool], + tool_choice: "required", + }); - // Type guard to ensure it's a ChatCompletion (not a stream) - if (!("choices" in response)) { - console.error("Unexpected response type - expected ChatCompletion"); - return { - companyDirsCollectedByMap: companyDirsCollected, - jobBoardsCollectedByMap: jobBoardsCollected, - }; - } + // Type guard to ensure it's a ChatCompletion (not a stream) + if (!("choices" in response)) { + console.error("Unexpected response type - expected ChatCompletion"); + return { + companyDirsCollectedByMap: companyDirsCollected, + jobBoardsCollectedByMap: jobBoardsCollected, + }; + } - const chatCompletion = response as ChatCompletion; + const chatCompletion = response as ChatCompletion; - // Check if the response contains tool calls - const message = chatCompletion.choices[0]?.message; + // Check if the response contains tool calls + const message = chatCompletion.choices[0]?.message; - if (message?.tool_calls && message.tool_calls.length > 0) { - // Prepare tool messages with function results - const toolCall = message.tool_calls[0]; + if (message?.tool_calls && message.tool_calls.length > 0) { + // Prepare tool messages with function results + const toolCall = message.tool_calls[0]; - // Type guard to check if it's a function tool call - if (toolCall.type === "function" && "function" in toolCall) { - const parsedArgs = JSON.parse(toolCall.function.arguments); + // Type guard to check if it's a function tool call + if (toolCall.type === "function" && "function" in toolCall) { + const parsedArgs = JSON.parse(toolCall.function.arguments); + if (companyDirsCollected.length > 0) { companyDirsCollected.push(...(parsedArgs.companyDirectories || [])); - jobBoardsCollected.push(...(parsedArgs.jobBoards || [])); + } else { + companyDirsCollected.push(companyDirToSearch); } + if (jobBoardsCollected.length > 0) { + jobBoardsCollected.push(...(parsedArgs.jobBoards || [])); + } else jobBoardsCollected.push(companyDirToSearch); } } + return { companyDirsCollectedByMap: companyDirsCollected, jobBoardsCollectedByMap: jobBoardsCollected, diff --git a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts index e43af51..068e930 100644 --- a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts +++ b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts @@ -1,35 +1,19 @@ -import { firecrawl, schema, universalPaginationActions } from "../firecrawl"; +import { scrapeAndExtract } from "customScrapeAndExtract"; export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { const companyDirsCollected = []; const jobBoardsCollected = []; - let i = 0; - const scrapeResults = { data: [] }; - for (const dirUrl of companyDirsToSearch) { - const scrapeResult = await firecrawl.scrape(dirUrl, { - engine: "playwright", - waitUntil: "networkidle", - actions: universalPaginationActions, - formats: [ - { - type: "json", - schema, - }, - ], - }); - scrapeResults.data.push(scrapeResult); - } - for (const scrapeResult of scrapeResults.data) { - const scrapeResultJobBoards = (scrapeResult.json as any)?.jobBoards || []; - jobBoardsCollected.push(...scrapeResultJobBoards); - const scrapeResultCompanies = (scrapeResult.json as any)?.companies || []; - const scrapeResultCompanyDirs = - (scrapeResult.json as any)?.companyDirectories || []; - companyDirsCollected.push(...scrapeResultCompanyDirs); - for (const company of scrapeResultCompanies) { - const buildPotentialJobBoardUrls = (company: { url: string }) => { - const url = company.url; + // use custom extractor to get job boards, directories and companies + const result = await scrapeAndExtract({ url: dirUrl }); + const { jobBoards, companyDirectories, companies } = result; + + companyDirsCollected.push(...companyDirectories.map((elem) => elem.url)); + jobBoardsCollected.push(...jobBoards.map((elem) => elem.url)); + + // for each company validate potential job boards. + for (const company of companies) { + const buildPotentialJobBoardUrls = (url: string) => { const baseUrlDomain = new URL(url).hostname; const baseUrlDomainWithoutTld = new URL(url).hostname.replace( /\.[^/.]+$/, @@ -40,41 +24,44 @@ export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { `https://${baseUrlDomain}/en-ca/jobs`, `https://${baseUrlDomain}/careers`, `https://${baseUrlDomain}/jobs`, + `https://jobs.lever.co/${baseUrlDomainWithoutTld}`, `https://jobs.ashbyhq.com/${baseUrlDomainWithoutTld}`, `https://${baseUrlDomainWithoutTld}.applytojob.com`, - `https://jobs.lever.co/${baseUrlDomainWithoutTld}`, ]; }; - const potentialJobBoardUrls = buildPotentialJobBoardUrls(company); - const potentialJobBoardUrlsValidated = []; + const potentialJobBoardUrls = buildPotentialJobBoardUrls(company.url); + for (const url of potentialJobBoardUrls) { - const res = await fetch(url, { method: "HEAD" }); + try { + console.log("Checking if job board exists at ", url); + const res = await fetch(url, { + method: "HEAD", + signal: AbortSignal.timeout(1000), + }); - const checkRedirectsOnAts = async (response: Response) => { - if (response.redirected) { - if ( - response.url.includes("jobs.lever.co") || - response.url.includes("applytojob.com") || - response.url.includes("ashbyhq.com") || - response.url.includes("info.jazzhr.com") - ) { - return false; + const checkRedirectsOnAts = (response: Response) => { + if (response.redirected) { + if ( + response.url.includes("jobs.lever.co") || + response.url.includes("applytojob.com") || + response.url.includes("ashbyhq.com") || + response.url.includes("info.jazzhr.com") + ) { + return false; + } + return true; } return true; - } - return true; - }; - const noRedirectsOnAts = await checkRedirectsOnAts(res); + }; - if (res.ok && noRedirectsOnAts) { - potentialJobBoardUrlsValidated.push(res.url); - } - } - if (potentialJobBoardUrlsValidated.length > 0) { - for (let i = 0; i < 3; i++) { - if (potentialJobBoardUrlsValidated[i]) { - jobBoardsCollected.push(potentialJobBoardUrlsValidated[i]); + const noRedirectsOnAts = checkRedirectsOnAts(res); + + if (res.ok && noRedirectsOnAts) { + jobBoardsCollected.push(res.url); + break; } + } catch (err) { + console.log("error", err); } } } diff --git a/backend/scraper-cron/scrape.ts b/backend/scraper-cron/scrape.ts deleted file mode 100644 index de133d6..0000000 --- a/backend/scraper-cron/scrape.ts +++ /dev/null @@ -1,54 +0,0 @@ -import { mapCompanyDirs } from "scrape-helpers/mapCompanyDirs"; -import { firecrawl } from "./firecrawl"; -import { listingTool, openaiClient } from "./openaiClient"; -import type { ChatCompletion } from "openai/resources"; -import { scrapeCompanyDirs } from "scrape-helpers/scrapeCompanyDirs"; - -import { dedupeArray } from "utils"; - -// recursively gather links from company directories and job boards -// for company directory scrape all links and categorize, then try to find company -> company job board from there -// on each recursion pass directories and job boards to next recursion -// return jobs from job boards found -export const recursiveLinkGathering = async ( - companyDirsToSearch: string[], - jobBoardsToSearch: string[], - depth = 0 -): Promise<{ title: string; pay: number }[]> => { - //const newCompanyDirs = []; - // const newJobBoards = []; - let i = 0; - - // get all url associated with current company dirs to search, categorize as job board or company dir. - const { companyDirsCollectedByMap, jobBoardsCollectedByMap } = - await mapCompanyDirs(companyDirsToSearch); - // scrape company dirs for job boards and individual companies - - const { companyDirsCollectedByScrape, jobBoardsCollectedByScrape } = - await scrapeCompanyDirs(companyDirsToSearch); - - const allNewCompanyDirs = dedupeArray([ - ...companyDirsCollectedByMap, - ...companyDirsCollectedByScrape, - ]); - const allNewJobBoards = dedupeArray([ - ...jobBoardsCollectedByMap, - ...jobBoardsCollectedByScrape, - ]); - - const newJobs: { title: string; pay: number }[] = []; - if ( - depth < 2 && - (allNewJobBoards.length > 0 || allNewCompanyDirs.length > 0) - ) { - console.log("Recursing to next depth:", depth + 1); - const newRecursedJobs = await recursiveLinkGathering( - allNewCompanyDirs, - allNewJobBoards, - depth + 1 - ); - newJobs.push(...newRecursedJobs); - } - console.log(allNewCompanyDirs, allNewJobBoards); - return newJobs; -}; diff --git a/backend/scraper-cron/test.ts b/backend/scraper-cron/test.ts deleted file mode 100644 index 9190e60..0000000 --- a/backend/scraper-cron/test.ts +++ /dev/null @@ -1,35 +0,0 @@ -import { firecrawl, schema } from "firecrawl"; - -const getCrawl = async () => { - const url = "https://www.bycanada.tech/"; - const pathPrefix = "/search-category"; - const crawlResult = await firecrawl.crawl(url, { - limit: 100, // number of pages to allow via pagination - - maxDiscoveryDepth: 2, // allow pagination links but no roaming - includePaths: [ - `${pathPrefix}`, - `${pathPrefix}?page=*`, - `${pathPrefix}/page/*`, - `${pathPrefix}?offset=*`, - ], - - // optional extras - scrapeOptions: { - formats: [ - { - type: "json", - schema: schema as any, - }, - ], - }, - }); - - console.log( - `Completed crawling URL ${JSON.stringify(url)}`, - JSON.stringify(crawlResult) - ); - return crawlResult; -}; - -getCrawl(); diff --git a/backend/scraper-cron/utils.ts b/backend/scraper-cron/utils.ts index 0e49b88..5a22879 100644 --- a/backend/scraper-cron/utils.ts +++ b/backend/scraper-cron/utils.ts @@ -1,3 +1,16 @@ export const dedupeArray = (arr: string[]): string[] => { return Array.from(new Set(arr)); }; + +export const chunkStrings = ( + input: string[], + chunkLength: number +): string[][] => { + const result: string[][] = []; + + for (let i = 0; i < input.length; i += chunkLength) { + result.push(input.slice(i, i + chunkLength)); + } + + return result; +}; From e79a1ddb9d423b02e8a3d1cd4e86d4b281749f38 Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Wed, 26 Nov 2025 16:06:59 -0500 Subject: [PATCH 10/13] add scraping for individual jobs --- .../scraper-cron/customScrapeAndExtract.ts | 3 - backend/scraper-cron/firecrawl.ts | 5 + backend/scraper-cron/index.ts | 28 +++-- backend/scraper-cron/my.json | 1 - backend/scraper-cron/new_jobs.json | 1 + backend/scraper-cron/output.json | 1 - backend/scraper-cron/sample_scrape.json | 0 backend/scraper-cron/scrapeResult.json | 105 ------------------ 8 files changed, 26 insertions(+), 118 deletions(-) delete mode 100644 backend/scraper-cron/my.json create mode 100644 backend/scraper-cron/new_jobs.json delete mode 100644 backend/scraper-cron/output.json delete mode 100644 backend/scraper-cron/sample_scrape.json delete mode 100644 backend/scraper-cron/scrapeResult.json diff --git a/backend/scraper-cron/customScrapeAndExtract.ts b/backend/scraper-cron/customScrapeAndExtract.ts index 39200ed..214e2fa 100644 --- a/backend/scraper-cron/customScrapeAndExtract.ts +++ b/backend/scraper-cron/customScrapeAndExtract.ts @@ -2,12 +2,9 @@ import { chromium, Browser, Page } from "playwright"; import { NodeHtmlMarkdown } from "node-html-markdown"; import OpenAI from "openai"; -import { writeFileSync } from "fs"; import dotenv from "dotenv"; import crypto from "crypto"; import { openaiClient } from "openaiClient"; -import { parseDocument } from "htmlparser2"; -import { DomUtils } from "htmlparser2"; dotenv.config(); function isAppendStyle(snapshots: PageSnapshot[]): boolean { diff --git a/backend/scraper-cron/firecrawl.ts b/backend/scraper-cron/firecrawl.ts index 0ac5661..cb9e2b8 100644 --- a/backend/scraper-cron/firecrawl.ts +++ b/backend/scraper-cron/firecrawl.ts @@ -61,12 +61,17 @@ export const jobSchema = { salaryMin: { type: "number" }, salaryMax: { type: "number" }, description: { type: "string" }, + company: { type: "string" }, + jobBoardUrl: { type: "string" }, + postingUrl: { type: "string" }, }, required: [ "title", "location", "remoteOk", "description", + "company", + // salaryMin and salaryMax intentionally omitted ], }, diff --git a/backend/scraper-cron/index.ts b/backend/scraper-cron/index.ts index f4903de..b332326 100644 --- a/backend/scraper-cron/index.ts +++ b/backend/scraper-cron/index.ts @@ -1,16 +1,16 @@ // will eventually boot cron job, currently just hitting the scraper directly -import { chunkStrings } from "utils"; -import { getJobBoards } from "./getJobBoards"; -import { jobBoardUrls, companyDirectoryUrls } from "./sources"; import { firecrawl, jobSchema } from "firecrawl"; import { writeFileSync } from "fs"; +import { getJobBoards } from "getJobBoards"; +import { companyDirectoryUrls } from "sources"; +import { chunkStrings } from "utils"; // need to add chunking here const getAllJobs = async () => { const allJobs = []; - const allJobBoardUrls = jobBoardUrls; - for (const companyDirectory in companyDirectoryUrls) { + const allJobBoardUrls = []; + for (const companyDirectory in companyDirectoryUrls.slice) { const jobBoardsCollected = await getJobBoards(companyDirectory); allJobBoardUrls.push(...jobBoardsCollected); } @@ -24,12 +24,24 @@ const getAllJobs = async () => { }, }); - const jobs = result.data.map((elem) => { - return elem.json; + const jobChunks = result.data.map((elem) => { + try { + const jobs = (elem.json as { jobs: { title: string }[] }).jobs; + return jobs; + } catch (err) { + console.log(err, elem.json); + return [] as unknown as { + title: string; + }[]; + } }); - allJobs.push(jobs); + for (const jobChunk of jobChunks) { + allJobs.push(...jobChunk); + } } writeFileSync("new_jobs.json", JSON.stringify(allJobs)); }; + +getAllJobs(); diff --git a/backend/scraper-cron/my.json b/backend/scraper-cron/my.json deleted file mode 100644 index 16bec08..0000000 --- a/backend/scraper-cron/my.json +++ /dev/null @@ -1 +0,0 @@ -{"companies":[],"jobBoards":[],"companyDirectories":[]} \ No newline at end of file diff --git a/backend/scraper-cron/new_jobs.json b/backend/scraper-cron/new_jobs.json new file mode 100644 index 0000000..1aec1cc --- /dev/null +++ b/backend/scraper-cron/new_jobs.json @@ -0,0 +1 @@ +[{"title":"Senior Customer Success Manager (Full Cycle)","location":"Remote, US and Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Manage the full cycle of customer success for our clients."},{"title":"Team Lead, Customer Success","location":"Remote, US and Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Lead the customer success team to ensure client satisfaction."},{"title":"Manager, Software Development","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Oversee software development projects and teams."},{"title":"Manager, Software Development (Star Labs)","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Manage software development initiatives in Star Labs."},{"title":"Senior Data Developer","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Develop and manage data solutions for the company."},{"title":"Product Marketing Manager","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Lead product marketing strategies and initiatives."},{"title":"Senior HR Business Partner","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Manage HR strategies and initiatives for the company."}] \ No newline at end of file diff --git a/backend/scraper-cron/output.json b/backend/scraper-cron/output.json deleted file mode 100644 index 9f74545..0000000 --- a/backend/scraper-cron/output.json +++ /dev/null @@ -1 +0,0 @@ -{"companies":[{"name":"Community Safety and Wellness Accelerator","url":"https://www.foundersbeta.com/directory-listing/csw-accelerator/"},{"name":"Alberta Catalyzer","url":"https://www.foundersbeta.com/directory-listing/alberta-catalyzer/"},{"name":"Plug and Play Alberta","url":"https://www.foundersbeta.com/directory-listing/plug-and-play-alberta/"},{"name":"Applied Pharmaceutical Innovation","url":"https://www.foundersbeta.com/directory-listing/applied-pharmaceutical-innovation/"},{"name":"Health Innovation Hub @UAlberta","url":"https://www.foundersbeta.com/directory-listing/health-innovation-hub/"},{"name":"eHUB Entrepreneurship Centre","url":"https://www.foundersbeta.com/directory-listing/ehub-entrepreneurship-centre/"},{"name":"Alberta Accelerator Edmonton","url":"https://www.foundersbeta.com/directory-listing/alberta-accelerator-edmonton/"},{"name":"Edmonton Unlimited","url":"https://www.foundersbeta.com/directory-listing/edmonton-unlimited/"},{"name":"Alberta Women Entrepreneurs","url":"https://www.foundersbeta.com/directory-listing/alberta-women-entrepreneurs/"},{"name":"Alberta Innovates","url":"https://www.foundersbeta.com/directory-listing/alberta-innovates/"}],"jobBoards":[{"jobBoardName":"Jobs","url":"https://www.foundersbeta.com/startup-jobs/"}],"companyDirectories":[{"directoryName":"Edmonton Accelerators & Incubators","url":"https://www.foundersbeta.com/startup-directory/categories/edmonton-startup-accelerators-incubators/"},{"directoryName":"Startup Directory","url":"https://foundersbeta.com/startup-directory"}]} \ No newline at end of file diff --git a/backend/scraper-cron/sample_scrape.json b/backend/scraper-cron/sample_scrape.json deleted file mode 100644 index e69de29..0000000 diff --git a/backend/scraper-cron/scrapeResult.json b/backend/scraper-cron/scrapeResult.json deleted file mode 100644 index 4460741..0000000 --- a/backend/scraper-cron/scrapeResult.json +++ /dev/null @@ -1,105 +0,0 @@ -{ - "id": "41909ede-22c5-4c75-b005-c45c249cef3a", - "status": "completed", - "completed": 1, - "total": 1, - "creditsUsed": 5, - "expiresAt": "2025-11-24T17:26:50.000Z", - "next": null, - "data": [ - { - "metadata": { - "og:title": "Coast-to-Coast Startup Directory", - "viewport": "width=device-width, initial-scale=1, viewport-fit=cover", - "twitter:card": "summary_large_image", - "ogDescription": "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - "og:type": "website", - "description": "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - "twitter:description": [ - "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. " - ], - "twitter:url": "https://www.bycanada.tech/", - "language": "en-US", - "ogSiteName": "ByCanada", - "og:site_name": "ByCanada", - "twitter:image": "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", - "ogUrl": "https://www.bycanada.tech/", - "ogTitle": "Coast-to-Coast Startup Directory", - "ogImage": "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", - "og:description": "Search through 10k+ Canadian startups coast-to-coast.\n\nFind alternatives to software & products you use made right here in Canada. ", - "twitter:title": [ - "Coast-to-Coast Startup Directory", - "Coast-to-Coast Startup Directory" - ], - "og:image": "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/841d5078-0e11-4af1-b1dc-8d445ca4fe56.jpeg", - "og:url": "https://www.bycanada.tech/", - "title": "ByCanada.Tech - Coast-to-Coast Startup Directory", - "favicon": "https://assets.softr-files.com/applications/eceb64d9-9bcb-4edd-a269-9cc17106ab30/assets/be5bd453-f386-44ef-a7a8-e2527e23b81b.png?rnd=1738710374276", - "scrapeId": "1011d7d4-1cbc-4ba1-9a02-3d2a016ac9c6", - "sourceURL": "https://www.bycanada.tech/", - "url": "https://www.bycanada.tech/", - "statusCode": 200, - "contentType": "text/html;charset=utf-8", - "proxyUsed": "basic", - "cacheState": "hit", - "cachedAt": "2025-11-23T16:40:35.797Z", - "creditsUsed": 5 - }, - "json": { - "companies": [ - { - "url": "https://vidyard.com", - "isCanadian": true, - "isVcBacked": false, - "companyName": "Vidyard" - }, - { - "url": "https://wealthsimple.com", - "isCanadian": true, - "isVcBacked": false, - "companyName": "Wealthsimple" - }, - { - "url": "https://advite.ai", - "isCanadian": true, - "isVcBacked": false, - "companyName": "Advite" - }, - { - "url": "https://cohere.com", - "isCanadian": true, - "isVcBacked": false, - "companyName": "Cohere" - }, - { - "url": "https://freshbooks.com", - "isCanadian": true, - "isVcBacked": false, - "companyName": "FreshBooks" - }, - { - "url": "https://ridehovr.com", - "isCanadian": true, - "isVcBacked": false, - "companyName": "HOVR" - }, - { - "url": "https://therounds.com", - "isCanadian": true, - "isVcBacked": false, - "companyName": "The Rounds" - }, - { - "url": "https://getjobber.com", - "isCanadian": true, - "isVcBacked": false, - "companyName": "Jobber" - } - ], - "jobBoards": [], - "companyDirectories": [] - } - } - ] -} \ No newline at end of file From fda271e311aff3f1fd70ace97db62474dc59e84a Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Wed, 26 Nov 2025 16:15:37 -0500 Subject: [PATCH 11/13] adds basic read me --- backend/scraper-cron/README.md | 24 +++++++++++++++++++++++- backend/scraper-cron/sources.ts | 5 +---- 2 files changed, 24 insertions(+), 5 deletions(-) diff --git a/backend/scraper-cron/README.md b/backend/scraper-cron/README.md index a47e2ef..55da046 100644 --- a/backend/scraper-cron/README.md +++ b/backend/scraper-cron/README.md @@ -1,5 +1,27 @@ -# Overview +# Scraper Cron Service to scrape data from data sources as listed in resourceList.md +## How It Works +Scrapes company directories from `sources.ts`, discovers job board URLs, then batch scrapes them using Firecrawl with a structured job schema. Results are written to `new_jobs.json`. + +## Uses + +Used a mixture of playwright, open ai, and firecrawl to accomplish this. Firecrawl isn't great at pagination so we opted to use playwright + open ai for the heavy lifting. + +## Environment Variables + +Copy `.env.example` to `.env` and fill in: +- `FIRE_CRAWL_API_KEY` - Firecrawl API key for web scraping +- `OPENAI_API_KEY` - OpenAI API key for AI extraction +- `REDIS_URL` - Redis connection URL (or use `REDIS_HOST` and `REDIS_PORT`) + +## Startup + +```bash +npm install +npm run dev +``` + +Scrapes job boards from company directories and outputs to `new_jobs.json`. \ No newline at end of file diff --git a/backend/scraper-cron/sources.ts b/backend/scraper-cron/sources.ts index 1ea61df..066af71 100644 --- a/backend/scraper-cron/sources.ts +++ b/backend/scraper-cron/sources.ts @@ -29,7 +29,6 @@ export const companyDirectoryUrls = [ "https://foresightcac.com/ventures/", "https://www.brampton.ca/EN/Business/BEC/Pages/Welcome.aspx", - /* "https://www.canstarthub.ca/discover", "https://canadastartups.co/", "https://growthlist.co/canada-startups/", @@ -166,7 +165,5 @@ export const companyDirectoryUrls = [ "https://cybersecurecatalyst.ca/catalyst-cyber-accelerator/", "https://bioenterprise.ca/member-directory/", "https://tbdc.com/", - "https://www.theforum.ca/" - - */ + "https://www.theforum.ca/", ]; From c98f66d0a03e3ac8c34ee80daeaef763f55ee3ce Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Sun, 30 Nov 2025 23:17:46 -0500 Subject: [PATCH 12/13] added parallelization --- backend/scraper-cron/README.md | 10 +- backend/scraper-cron/bull-board-server.ts | 48 + backend/scraper-cron/clear-queues.ts | 56 + backend/scraper-cron/constants.ts | 72 + .../scraper-cron/customScrapeAndExtract.ts | 14 +- backend/scraper-cron/firecrawl.ts | 6 +- backend/scraper-cron/getJobBoards.ts | 22 - backend/scraper-cron/index.ts | 79 +- backend/scraper-cron/new_jobs.json | 2 +- backend/scraper-cron/openaiClient.ts | 4 +- backend/scraper-cron/package-lock.json | 1422 ++++++++++++++++- backend/scraper-cron/package.json | 14 +- backend/scraper-cron/queues.ts | 62 + .../scrape-helpers/mapCompanyDirs.ts | 104 +- .../scrape-helpers/scrapeCompanyDirs.ts | 28 +- .../scrape-helpers/scrapeJobsFromJobBoards.ts | 27 + backend/scraper-cron/sources.ts | 4 +- backend/scraper-cron/test-bullmq.ts | 51 + .../scraper-cron/workers/companyDirWorker.ts | 60 + .../scraper-cron/workers/jobBoardWorker.ts | 157 ++ .../workers/mapCompanyDirWorker.ts | 57 + backend/scraper-cron/workers/workers.ts | 70 + 22 files changed, 2207 insertions(+), 162 deletions(-) create mode 100644 backend/scraper-cron/bull-board-server.ts create mode 100644 backend/scraper-cron/clear-queues.ts create mode 100644 backend/scraper-cron/constants.ts delete mode 100644 backend/scraper-cron/getJobBoards.ts create mode 100644 backend/scraper-cron/queues.ts create mode 100644 backend/scraper-cron/scrape-helpers/scrapeJobsFromJobBoards.ts create mode 100644 backend/scraper-cron/test-bullmq.ts create mode 100644 backend/scraper-cron/workers/companyDirWorker.ts create mode 100644 backend/scraper-cron/workers/jobBoardWorker.ts create mode 100644 backend/scraper-cron/workers/mapCompanyDirWorker.ts create mode 100644 backend/scraper-cron/workers/workers.ts diff --git a/backend/scraper-cron/README.md b/backend/scraper-cron/README.md index 55da046..642870b 100644 --- a/backend/scraper-cron/README.md +++ b/backend/scraper-cron/README.md @@ -24,4 +24,12 @@ npm install npm run dev ``` -Scrapes job boards from company directories and outputs to `new_jobs.json`. \ No newline at end of file +Scrapes job boards from company directories and outputs to `new_jobs.json`. + + + + parallelizaton/queueing + setting this up to run on a cron + working onfault tolerance + saving to jobs to the db + filtering jobs/companies being parsed - probably most important to make sure they are actually startups. diff --git a/backend/scraper-cron/bull-board-server.ts b/backend/scraper-cron/bull-board-server.ts new file mode 100644 index 0000000..dcef500 --- /dev/null +++ b/backend/scraper-cron/bull-board-server.ts @@ -0,0 +1,48 @@ +import express from "express"; +import { createBullBoard } from "@bull-board/api"; +import { BullMQAdapter } from "@bull-board/api/bullMQAdapter"; +import { ExpressAdapter } from "@bull-board/express"; +import { + mapCompanyDirQueue, + companyDirectoryQueue, + jobBoardQueue, +} from "./queues"; +import dotenv from "dotenv"; + +dotenv.config(); + +const app = express(); + +// Create Express adapter for Bull Board +const serverAdapter = new ExpressAdapter(); +serverAdapter.setBasePath("/admin/queues"); + +// Create BullMQ Board with all queues +createBullBoard({ + queues: [ + new BullMQAdapter(mapCompanyDirQueue), + new BullMQAdapter(companyDirectoryQueue), + new BullMQAdapter(jobBoardQueue), + ], + serverAdapter, +}); + +// Mount BullMQ Board at the '/admin/queues' route +app.use("/admin/queues", serverAdapter.getRouter()); + +// Health check endpoint +app.get("/", (req, res) => { + res.redirect("/admin/queues"); +}); + +const PORT = process.env.BULL_BOARD_PORT || 3000; + +app.listen(PORT, () => { + console.log(`BullMQ Board running at http://localhost:${PORT}/admin/queues`); + console.log(`\nAvailable queues:`); + console.log(` - map-company-directories`); + console.log(` - company-directories`); + console.log(` - job-boards`); + console.log(` - extract-jobs`); +}); + diff --git a/backend/scraper-cron/clear-queues.ts b/backend/scraper-cron/clear-queues.ts new file mode 100644 index 0000000..766e677 --- /dev/null +++ b/backend/scraper-cron/clear-queues.ts @@ -0,0 +1,56 @@ +// Simple script to clear all BullMQ queues +import { + mapCompanyDirQueue, + companyDirectoryQueue, + jobBoardQueue, + closeAllQueues, +} from "./queues"; +import { connectRedis } from "./redisClient"; +import dotenv from "dotenv"; + +dotenv.config(); + +const clearQueues = async () => { + await connectRedis(); + + console.log("Clearing all queues..."); + + const queues = [ + { name: "map-company-directories", queue: mapCompanyDirQueue }, + { name: "company-directories", queue: companyDirectoryQueue }, + { name: "job-boards", queue: jobBoardQueue }, + ]; + + for (const { name, queue } of queues) { + try { + // Get counts before clearing + const waiting = await queue.getWaitingCount(); + const active = await queue.getActiveCount(); + const completed = await queue.getCompletedCount(); + const failed = await queue.getFailedCount(); + const delayed = await queue.getDelayedCount(); + + const total = waiting + active + completed + failed + delayed; + + if (total > 0) { + // Clear all job states + await queue.obliterate({ force: true }); + console.log(`✓ Cleared ${name}: ${total} jobs (${waiting} waiting, ${active} active, ${completed} completed, ${failed} failed, ${delayed} delayed)`); + } else { + console.log(`✓ ${name}: already empty`); + } + } catch (error) { + console.error(`✗ Error clearing ${name}:`, error); + } + } + + await closeAllQueues(); + console.log("\nAll queues cleared!"); + process.exit(0); +}; + +clearQueues().catch((error) => { + console.error("Error clearing queues:", error); + process.exit(1); +}); + diff --git a/backend/scraper-cron/constants.ts b/backend/scraper-cron/constants.ts new file mode 100644 index 0000000..d9d89b0 --- /dev/null +++ b/backend/scraper-cron/constants.ts @@ -0,0 +1,72 @@ +/** + * Application constants for workers, rate limiting, and batch processing + */ + +// ============================================================================ +// Worker Concurrency Settings +// ============================================================================ + +export const WORKER_CONCURRENCY = { + /** Process only 1 job board at a time to respect Firecrawl rate limits */ + JOB_BOARD: 10, + JOB_BOARD_BREADTH: 10, + /** Process 3 job extractions at a time */ + /** Process 2 company directory mappings in parallel */ + MAP_COMPANY_DIR: 2, + MAP_COMPANY_BREADTH: 10, + /** Process 2 company directories in parallel */ + COMPANY_DIRECTORY: 2, + COMPANY_DIRECTORY_BREADTH: 10, +} as const; + +// ============================================================================ +// Rate Limiter Settings +// ============================================================================ + +export const RATE_LIMITER = { + /** Firecrawl API rate limiting - 1 request per second */ + FIRECRAWL: { + max: 1, + duration: 1000, // milliseconds (1 second) + }, + /** OpenAI API rate limiting - 20 requests per minute */ + OPENAI: { + max: 20, + duration: 60000, // milliseconds (1 minute) + }, +} as const; + +// ============================================================================ +// Batch Processing Settings +// ============================================================================ + +export const BATCH_SETTINGS = { + /** Maximum number of links to process when mapping company directories */ + MAP_COMPANY_DIR_LIMIT: 50, + /** Delay between queue operations (milliseconds) */ + QUEUE_DELAY_MS: 2000, + /** Maximum items to process in a single batch for speed optimization */ + MAX_BATCH_SIZE: 2000, + /** Character limit for markdown chunks when processing content */ + MARKDOWN_CHUNK_CHARS: 10000, + /** Delay after clicking elements during scraping (milliseconds) */ + POST_CLICK_DELAY_MS: 1500, +} as const; + +// ============================================================================ +// Database Batch Settings +// ============================================================================ + +export const DB_BATCH_SETTINGS = { + /** Maximum number of jobs to process in a single database batch operation */ + MAX_JOBS_PER_BATCH: 1000, +} as const; + +// ============================================================================ +// Depth/Recursion Settings +// ============================================================================ + +export const RECURSION_SETTINGS = { + /** Maximum depth for company directory recursion */ + MAX_COMPANY_DIR_DEPTH: 1, +} as const; diff --git a/backend/scraper-cron/customScrapeAndExtract.ts b/backend/scraper-cron/customScrapeAndExtract.ts index 214e2fa..9395b99 100644 --- a/backend/scraper-cron/customScrapeAndExtract.ts +++ b/backend/scraper-cron/customScrapeAndExtract.ts @@ -5,6 +5,7 @@ import OpenAI from "openai"; import dotenv from "dotenv"; import crypto from "crypto"; import { openaiClient } from "openaiClient"; +import { boolean } from "zod"; dotenv.config(); function isAppendStyle(snapshots: PageSnapshot[]): boolean { @@ -72,8 +73,7 @@ function mergeSnapshotsHeuristically(snapshots: PageSnapshot[]): string { interface Company { name: string; url: string; - isCanadian?: boolean; - isVcBacked?: boolean; + isStartup?: boolean; } interface CompanyDirectory { @@ -351,10 +351,12 @@ const extractionTools: any[] = [ properties: { name: { type: "string" }, url: { type: "string" }, - isCanadian: { type: "boolean" }, - isVcBacked: { type: "boolean" }, + + isStartup: { + type: "boolean", + }, }, - required: ["name", "url"], + required: ["name", "url", "isStartup"], }, }, companyDirectories: { @@ -537,7 +539,7 @@ export const extractChunk = async ( { role: "system", content: - "Extract all companies, job boards, and company directories from the following markdown.", + "Extract all companies, job boards, and company directories from the following markdown, only return job boards if they really look like job boards, and aren't just companies or lists of companies.", }, { role: "user", content: markdownChunk }, ], diff --git a/backend/scraper-cron/firecrawl.ts b/backend/scraper-cron/firecrawl.ts index cb9e2b8..68eb620 100644 --- a/backend/scraper-cron/firecrawl.ts +++ b/backend/scraper-cron/firecrawl.ts @@ -26,10 +26,9 @@ export const schema = { properties: { companyName: { type: "string" }, url: { type: "string" }, - isCanadian: { type: "boolean" }, - isVcBacked: { type: "boolean" }, + isStartup: { type: "boolean" }, }, - required: ["companyName", "url", "isCanadian", "isVcBacked"], + required: ["companyName", "url", "isCanadian"], }, }, companyDirectories: { @@ -64,6 +63,7 @@ export const jobSchema = { company: { type: "string" }, jobBoardUrl: { type: "string" }, postingUrl: { type: "string" }, + isAtAStartup: { type: "boolean" }, }, required: [ "title", diff --git a/backend/scraper-cron/getJobBoards.ts b/backend/scraper-cron/getJobBoards.ts deleted file mode 100644 index e3ea9c4..0000000 --- a/backend/scraper-cron/getJobBoards.ts +++ /dev/null @@ -1,22 +0,0 @@ -import { mapCompanyDir } from "scrape-helpers/mapCompanyDirs"; -import { scrapeCompanyDirs } from "scrape-helpers/scrapeCompanyDirs"; - -// recursively gather links from company directories and job boards -// for company directory scrape all links and categorize, then try to find company -> company job board from there -// on each recursion pass directories and job boards to next recursion -// return jobs from job boards found -export const getJobBoards = async (companyDirToSearch: string) => { - const { companyDirsCollectedByMap, jobBoardsCollectedByMap } = - await mapCompanyDir(companyDirToSearch); - - const { companyDirsCollectedByScrape, jobBoardsCollectedByScrape } = - await scrapeCompanyDirs(companyDirsCollectedByMap); - const { jobBoardsCollectedByScrape: jobBoardsCollectedBySecondScrape } = - await scrapeCompanyDirs(companyDirsCollectedByScrape); - - const allJobBoards = jobBoardsCollectedByMap - .concat(jobBoardsCollectedByScrape) - .concat(jobBoardsCollectedBySecondScrape); - - return allJobBoards; -}; diff --git a/backend/scraper-cron/index.ts b/backend/scraper-cron/index.ts index b332326..d86bf17 100644 --- a/backend/scraper-cron/index.ts +++ b/backend/scraper-cron/index.ts @@ -1,47 +1,54 @@ // will eventually boot cron job, currently just hitting the scraper directly -import { firecrawl, jobSchema } from "firecrawl"; import { writeFileSync } from "fs"; -import { getJobBoards } from "getJobBoards"; +import { mapCompanyDirQueue, closeAllQueues } from "queues"; import { companyDirectoryUrls } from "sources"; -import { chunkStrings } from "utils"; +import { connectRedis } from "redisClient"; +import { WORKER_CONCURRENCY } from "./constants"; -// need to add chunking here const getAllJobs = async () => { - const allJobs = []; - const allJobBoardUrls = []; - for (const companyDirectory in companyDirectoryUrls.slice) { - const jobBoardsCollected = await getJobBoards(companyDirectory); - allJobBoardUrls.push(...jobBoardsCollected); - } - - const chunkedJobBoardUrls = chunkStrings(allJobBoardUrls, 10); - - for (const jobBoards of chunkedJobBoardUrls) { - const result = await firecrawl.batchScrape(jobBoards, { - options: { - formats: [{ type: "json", schema: jobSchema }], - }, - }); - - const jobChunks = result.data.map((elem) => { - try { - const jobs = (elem.json as { jobs: { title: string }[] }).jobs; - return jobs; - } catch (err) { - console.log(err, elem.json); - return [] as unknown as { - title: string; - }[]; + await connectRedis(); + + // Initialize empty jobs file + writeFileSync("new_jobs.json", "[]"); + + // Add each initial company directory URL to the mapping queue + // Workers will map them in parallel and add discovered directories/job boards to other queues + const mapPromises = companyDirectoryUrls.map((url, index) => + index < WORKER_CONCURRENCY.MAP_COMPANY_BREADTH ? + mapCompanyDirQueue.add("map-company-directory", { url }) + : Promise.resolve() + ); + + const results = await Promise.allSettled(mapPromises); + const succeeded = results.filter((r) => r.status === "fulfilled").length; + const failed = results.filter((r) => r.status === "rejected").length; + + console.log(`Added ${succeeded} URLs to mapping queue (${failed} failed)`); + console.log(`Workers will map them in parallel and discover directories/job boards.`); + + if (failed > 0) { + results.forEach((result, index) => { + if (result.status === "rejected") { + console.error( + `Failed to add mapping job for ${companyDirectoryUrls[index]}:`, + result.reason + ); } }); - - for (const jobChunk of jobChunks) { - allJobs.push(...jobChunk); - } } - - writeFileSync("new_jobs.json", JSON.stringify(allJobs)); + + console.log("Jobs added to queue. Workers (running separately) will process them."); + console.log("Mapping workers will discover company directories and job boards, then add them to queues."); + console.log("Jobs are persisted in Redis and will survive server crashes."); + console.log("Make sure workers are running with: npm run worker"); + + // Close queue connections and exit + // Workers run separately and will pick up jobs from Redis + await closeAllQueues(); }; -getAllJobs(); +getAllJobs().catch((error) => { + console.error("Error in getAllJobs:", error); + process.exit(1); +}); diff --git a/backend/scraper-cron/new_jobs.json b/backend/scraper-cron/new_jobs.json index 1aec1cc..0637a08 100644 --- a/backend/scraper-cron/new_jobs.json +++ b/backend/scraper-cron/new_jobs.json @@ -1 +1 @@ -[{"title":"Senior Customer Success Manager (Full Cycle)","location":"Remote, US and Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Manage the full cycle of customer success for our clients."},{"title":"Team Lead, Customer Success","location":"Remote, US and Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Lead the customer success team to ensure client satisfaction."},{"title":"Manager, Software Development","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Oversee software development projects and teams."},{"title":"Manager, Software Development (Star Labs)","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Manage software development initiatives in Star Labs."},{"title":"Senior Data Developer","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Develop and manage data solutions for the company."},{"title":"Product Marketing Manager","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Lead product marketing strategies and initiatives."},{"title":"Senior HR Business Partner","location":"Remote, Canada","remoteOk":true,"salaryMax":0,"salaryMin":0,"description":"Manage HR strategies and initiatives for the company."}] \ No newline at end of file +[] \ No newline at end of file diff --git a/backend/scraper-cron/openaiClient.ts b/backend/scraper-cron/openaiClient.ts index 5f6aa8b..f407a77 100644 --- a/backend/scraper-cron/openaiClient.ts +++ b/backend/scraper-cron/openaiClient.ts @@ -9,7 +9,7 @@ export const listingTool = { function: { name: "listing-extractor", description: - "Tool to best single url for finding a job board or company directory from a site map", + "Tool to get single url for finding a job board or company directory from a site map", parameters: { type: "object", properties: { @@ -19,7 +19,7 @@ export const listingTool = { type: "string", format: "url", }, - description: "A list of job board URLs.", + description: "A list of job board URLs. only show here if the url explicitly mentions job boards or career pages.", }, companyDirectories: { type: "array", diff --git a/backend/scraper-cron/package-lock.json b/backend/scraper-cron/package-lock.json index 9c3768e..e4e308e 100644 --- a/backend/scraper-cron/package-lock.json +++ b/backend/scraper-cron/package-lock.json @@ -8,9 +8,16 @@ "name": "canadian-startup-jobs", "version": "0.1.0", "dependencies": { + "@bull-board/api": "^6.14.2", + "@bull-board/express": "^6.14.2", + "@canadian-startup-jobs/db": "file:../../db", "@mendable/firecrawl-js": "^4.6.2", + "@types/express": "^5.0.5", "@types/node": "^24.10.1", + "bullmq": "^5.65.0", "dotenv": "^17.2.3", + "drizzle-orm": "^0.36.4", + "express": "^5.1.0", "htmlparser2": "^10.0.0", "jsdom": "^27.2.0", "node-html-markdown": "^2.0.0", @@ -24,6 +31,23 @@ "typescript": "^5" } }, + "../../db": { + "name": "@canadian-startup-jobs/db", + "version": "0.1.0", + "dependencies": { + "drizzle-orm": "^0.36.4", + "postgres": "^3.4.5" + }, + "devDependencies": { + "@types/node": "^24.10.1", + "dotenv": "^17.2.3", + "drizzle-kit": "^0.30.0", + "typescript": "^5" + }, + "peerDependencies": { + "dotenv": "^17.2.3" + } + }, "node_modules/@acemir/cssom": { "version": "0.9.24", "resolved": "https://registry.npmjs.org/@acemir/cssom/-/cssom-0.9.24.tgz", @@ -62,6 +86,43 @@ "integrity": "sha512-n8GuYSrI9bF7FFZ/SjhwevlHc8xaVlb/7HmHelnc/PZXBD2ZR49NnN9sMMuDdEGPeeRQ5d0hqlSlEpgCX3Wl0Q==", "license": "MIT" }, + "node_modules/@bull-board/api": { + "version": "6.14.2", + "resolved": "https://registry.npmjs.org/@bull-board/api/-/api-6.14.2.tgz", + "integrity": "sha512-UzkvN/wM+1qS73BS43a75LYkRzpBpCCUKlaGq0hp3dM5MNmdF1mx7LMGYgXPt91gqF8j4jq9Y/zCpC3Sqs3RLQ==", + "license": "MIT", + "dependencies": { + "redis-info": "^3.1.0" + }, + "peerDependencies": { + "@bull-board/ui": "6.14.2" + } + }, + "node_modules/@bull-board/express": { + "version": "6.14.2", + "resolved": "https://registry.npmjs.org/@bull-board/express/-/express-6.14.2.tgz", + "integrity": "sha512-nghb4MpYDodYZpeiZvI9tXFDHqiAXE8FhrLOFDkuQL0GBhw0gEOuGSISjdKrnFDAW72LWVq0XfGKWYD8V5nF0w==", + "license": "MIT", 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+ "node_modules/toidentifier": { + "version": "1.0.1", + "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz", + "integrity": "sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==", + "license": "MIT", + "engines": { + "node": ">=0.6" + } + }, "node_modules/tough-cookie": { "version": "6.0.0", "resolved": "https://registry.npmjs.org/tough-cookie/-/tough-cookie-6.0.0.tgz", @@ -1656,6 +2948,12 @@ "node": ">=20" } }, + "node_modules/tslib": { + "version": "2.8.1", + "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz", + "integrity": "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==", + "license": "0BSD" + }, "node_modules/tsx": { "version": "4.20.6", "resolved": "https://registry.npmjs.org/tsx/-/tsx-4.20.6.tgz", @@ -1675,6 +2973,45 @@ "fsevents": "~2.3.3" } }, + "node_modules/type-is": { + "version": "2.0.1", + "resolved": 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"https://github.com/sponsors/ctavan" + ], + "license": "MIT", + "bin": { + "uuid": "dist/esm/bin/uuid" + } + }, + "node_modules/vary": { + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz", + "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==", + "license": "MIT", + "engines": { + "node": ">= 0.8" + } + }, "node_modules/w3c-xmlserializer": { "version": "5.0.0", "resolved": "https://registry.npmjs.org/w3c-xmlserializer/-/w3c-xmlserializer-5.0.0.tgz", @@ -1756,6 +3124,12 @@ "node": ">=20" } }, + "node_modules/wrappy": { + "version": "1.0.2", + "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", + "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==", + "license": "ISC" + }, "node_modules/ws": { "version": "8.18.3", "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz", diff --git a/backend/scraper-cron/package.json b/backend/scraper-cron/package.json index 0b67b4b..01a5c51 100644 --- a/backend/scraper-cron/package.json +++ b/backend/scraper-cron/package.json @@ -4,12 +4,24 @@ "private": true, "scripts": { "dev": "tsx index.ts", - "test": "tsx test.ts" + "test": "tsx test.ts", + "worker": "tsx workers/workers.ts", + "test-bullmq": "tsx test-bullmq.ts", + "clear-queues": "tsx clear-queues.ts", + "board": "tsx bull-board-server.ts" }, "dependencies": { + "@bull-board/api": "^6.14.2", + "@bull-board/express": "^6.14.2", + + "@canadian-startup-jobs/db": "file:../../db", "@mendable/firecrawl-js": "^4.6.2", + "drizzle-orm": "^0.36.4", + "@types/express": "^5.0.5", "@types/node": "^24.10.1", + "bullmq": "^5.65.0", "dotenv": "^17.2.3", + "express": "^5.1.0", "htmlparser2": "^10.0.0", "jsdom": "^27.2.0", "node-html-markdown": "^2.0.0", diff --git a/backend/scraper-cron/queues.ts b/backend/scraper-cron/queues.ts new file mode 100644 index 0000000..131a2b0 --- /dev/null +++ b/backend/scraper-cron/queues.ts @@ -0,0 +1,62 @@ +import { Queue, Worker, QueueEvents } from "bullmq"; +import dotenv from "dotenv"; +import { BATCH_SETTINGS } from "./constants"; + +dotenv.config(); + +// Redis connection configuration matching existing redisClient setup +export const redisConnection = process.env.REDIS_URL + ? { url: process.env.REDIS_URL } + : { + host: process.env.REDIS_HOST || "localhost", + port: parseInt(process.env.REDIS_PORT || "6379"), + }; + +// Queue for mapping company directories (initial discovery) +export const mapCompanyDirQueue = new Queue("map-company-directories", { + connection: redisConnection, +}); + +// Queue for scraping company directories +export const companyDirectoryQueue = new Queue("company-directories", { + connection: redisConnection, +}); + +// Queue for scraping job boards +export const jobBoardQueue = new Queue("job-boards", { + connection: redisConnection, + defaultJobOptions: { + attempts: 3, + backoff: { + type: "exponential", + delay: BATCH_SETTINGS.QUEUE_DELAY_MS, + }, + }, +}); + +// Queue events for monitoring +export const mapCompanyDirEvents = new QueueEvents("map-company-directories", { + connection: redisConnection, +}); + +export const companyDirectoryEvents = new QueueEvents("company-directories", { + connection: redisConnection, +}); + +export const jobBoardEvents = new QueueEvents("job-boards", { + connection: redisConnection, +}); + + +// Helper to close all queues +export const closeAllQueues = async () => { + await Promise.all([ + mapCompanyDirQueue.close(), + companyDirectoryQueue.close(), + jobBoardQueue.close(), + mapCompanyDirEvents.close(), + companyDirectoryEvents.close(), + jobBoardEvents.close() + ]); +}; + diff --git a/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts index 375e1d1..9150af7 100644 --- a/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts +++ b/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts @@ -1,74 +1,74 @@ import { ChatCompletion } from "openai/resources"; import { firecrawl } from "../firecrawl"; import { listingTool, openaiClient } from "../openaiClient"; +import { BATCH_SETTINGS } from "../constants"; export const mapCompanyDir = async ( - companyDirToSearch: string + companyDirsToSearch: string[] ): Promise<{ companyDirsCollectedByMap: string[]; jobBoardsCollectedByMap: string[]; }> => { const companyDirsCollected: string[] = []; const jobBoardsCollected: string[] = []; - const result = await firecrawl.map(companyDirToSearch, { - limit: 50, - sitemap: "include", - }); - const response = await openaiClient.chat.completions.create({ - model: "gpt-4o", - messages: [ - { - role: "system", - content: - "You use the listing tool to extract urls with list of companies (known as company directories) and job boards from a map of this site. You choose one of each, you never return a sitemap", - }, - { - role: "user", - content: `Extract the company names and descriptions from the following links:\n\n${result.links - .map( - (link) => - ` ${link.url} + for (const companyDirToSearch of companyDirsToSearch) { + const result = await firecrawl.map(companyDirToSearch, { + limit: BATCH_SETTINGS.MAP_COMPANY_DIR_LIMIT, + sitemap: "include", + }); + + const response = await openaiClient.chat.completions.create({ + model: "gpt-4o", + messages: [ + { + role: "system", + content: + "You use the listing tool to extract urls with list of companies (known as company directories) and job boards from a map of this site. You choose one of each, you never return a sitemap", + }, + { + role: "user", + content: `Extract the company names and descriptions from the following links:\n\n${result.links + .map( + (link) => + ` ${link.url} - ${link.title ?? "No Title"}: ${ - link.description ?? "No Description" - }` - ) - .join("\n")}`, - }, - ], - tools: [listingTool], - tool_choice: "required", - }); + link.description ?? "No Description" + }` + ) + .join("\n")}`, + }, + ], + tools: [listingTool], + tool_choice: "required", + }); - // Type guard to ensure it's a ChatCompletion (not a stream) - if (!("choices" in response)) { - console.error("Unexpected response type - expected ChatCompletion"); - return { - companyDirsCollectedByMap: companyDirsCollected, - jobBoardsCollectedByMap: jobBoardsCollected, - }; - } + // Type guard to ensure it's a ChatCompletion (not a stream) + if (!("choices" in response)) { + console.error("Unexpected response type - expected ChatCompletion"); + } - const chatCompletion = response as ChatCompletion; + const chatCompletion = response as ChatCompletion; - // Check if the response contains tool calls - const message = chatCompletion.choices[0]?.message; + // Check if the response contains tool calls + const message = chatCompletion.choices[0]?.message; - if (message?.tool_calls && message.tool_calls.length > 0) { - // Prepare tool messages with function results - const toolCall = message.tool_calls[0]; + if (message?.tool_calls && message.tool_calls.length > 0) { + // Prepare tool messages with function results + const toolCall = message.tool_calls[0]; - // Type guard to check if it's a function tool call - if (toolCall.type === "function" && "function" in toolCall) { - const parsedArgs = JSON.parse(toolCall.function.arguments); - if (companyDirsCollected.length > 0) { - companyDirsCollected.push(...(parsedArgs.companyDirectories || [])); - } else { - companyDirsCollected.push(companyDirToSearch); + // Type guard to check if it's a function tool call + if (toolCall.type === "function" && "function" in toolCall) { + const parsedArgs = JSON.parse(toolCall.function.arguments); + if (companyDirsCollected.length > 0) { + companyDirsCollected.push(...(parsedArgs.companyDirectories || [])); + } else { + companyDirsCollected.push(companyDirToSearch); + } + if (jobBoardsCollected.length > 0) { + jobBoardsCollected.push(...(parsedArgs.jobBoards || [])); + } else jobBoardsCollected.push(companyDirToSearch); } - if (jobBoardsCollected.length > 0) { - jobBoardsCollected.push(...(parsedArgs.jobBoards || [])); - } else jobBoardsCollected.push(companyDirToSearch); } } diff --git a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts index 068e930..355b719 100644 --- a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts +++ b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts @@ -6,13 +6,17 @@ export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { for (const dirUrl of companyDirsToSearch) { // use custom extractor to get job boards, directories and companies const result = await scrapeAndExtract({ url: dirUrl }); + console.log("Companies: ", result); + const { jobBoards, companyDirectories, companies } = result; companyDirsCollected.push(...companyDirectories.map((elem) => elem.url)); jobBoardsCollected.push(...jobBoards.map((elem) => elem.url)); // for each company validate potential job boards. + console.log("Testing company", companies); for (const company of companies) { + if (!company.isStartup) break; const buildPotentialJobBoardUrls = (url: string) => { const baseUrlDomain = new URL(url).hostname; const baseUrlDomainWithoutTld = new URL(url).hostname.replace( @@ -30,7 +34,7 @@ export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { ]; }; const potentialJobBoardUrls = buildPotentialJobBoardUrls(company.url); - + console.log(potentialJobBoardUrls, "my potential job boards"); for (const url of potentialJobBoardUrls) { try { console.log("Checking if job board exists at ", url); @@ -40,22 +44,22 @@ export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { }); const checkRedirectsOnAts = (response: Response) => { - if (response.redirected) { - if ( - response.url.includes("jobs.lever.co") || - response.url.includes("applytojob.com") || - response.url.includes("ashbyhq.com") || - response.url.includes("info.jazzhr.com") - ) { - return false; - } + if (!response.redirected) { return true; } - return true; + if ( + response.url.includes("jobs.lever.co") || + response.url.includes("applytojob.com") || + response.url.includes("ashbyhq.com") || + response.url.includes("info.jazzhr.com") + ) { + return true; + } + return false; }; const noRedirectsOnAts = checkRedirectsOnAts(res); - + console.log(res.ok, noRedirectsOnAts, "res ok and no redirect"); if (res.ok && noRedirectsOnAts) { jobBoardsCollected.push(res.url); break; diff --git a/backend/scraper-cron/scrape-helpers/scrapeJobsFromJobBoards.ts b/backend/scraper-cron/scrape-helpers/scrapeJobsFromJobBoards.ts new file mode 100644 index 0000000..969f629 --- /dev/null +++ b/backend/scraper-cron/scrape-helpers/scrapeJobsFromJobBoards.ts @@ -0,0 +1,27 @@ +import { firecrawl, jobSchema } from "firecrawl"; + +export const scrapeJobsFromJobBoards = async (jobBoards: string[]) => { + const allJobs = []; + const result = await firecrawl.batchScrape(jobBoards, { + options: { + formats: [{ type: "json", schema: jobSchema }], + }, + }); + + const jobChunks = result.data.map((elem) => { + try { + const jobs = (elem.json as { jobs: { title: string }[] }).jobs; + return jobs; + } catch (err) { + console.log(err, elem.json); + return [] as unknown as { + title: string; + }[]; + } + }); + + for (const jobChunk of jobChunks) { + allJobs.push(...jobChunk); + } + return allJobs; +}; diff --git a/backend/scraper-cron/sources.ts b/backend/scraper-cron/sources.ts index 066af71..6a98d19 100644 --- a/backend/scraper-cron/sources.ts +++ b/backend/scraper-cron/sources.ts @@ -19,7 +19,7 @@ export const companyDirectoryUrls = [ // Master Lists "https://www.bycanada.tech/", - +/* "https://cswaccelerator.com/cohort-2-2/", "https://cswaccelerator.com/cohort1/", "https://www.ecommercenorth.ca/", @@ -166,4 +166,4 @@ export const companyDirectoryUrls = [ "https://bioenterprise.ca/member-directory/", "https://tbdc.com/", "https://www.theforum.ca/", -]; +*/]; diff --git a/backend/scraper-cron/test-bullmq.ts b/backend/scraper-cron/test-bullmq.ts new file mode 100644 index 0000000..b9fcec9 --- /dev/null +++ b/backend/scraper-cron/test-bullmq.ts @@ -0,0 +1,51 @@ +// Test script to verify BullMQ is working with Redis +import { companyDirectoryQueue, jobBoardQueue, closeAllQueues } from "./queues"; +import { connectRedis } from "./redisClient"; +import dotenv from "dotenv"; + +dotenv.config(); + +const testBullMQ = async () => { + try { + // Connect to Redis + await connectRedis(); + console.log("✓ Redis connected"); + + // Test adding jobs to queues + console.log("\nAdding test jobs to queues..."); + + const companyDirJob = await companyDirectoryQueue.add("scrape-directory", { + url: "https://www.bycanada.tech/", + timestamp: Date.now(), + }); + console.log(`✓ Added company directory job: ${companyDirJob.id}`); + + const jobBoardJob = await jobBoardQueue.add("scrape-job-board", { + url: "https://example.com/careers", + timestamp: Date.now(), + }); + console.log(`✓ Added job board job: ${jobBoardJob.id}`); + + // Check queue status + const companyDirCount = await companyDirectoryQueue.getWaitingCount(); + const jobBoardCount = await jobBoardQueue.getWaitingCount(); + + console.log(`\nQueue status:`); + console.log(` Company directories waiting: ${companyDirCount}`); + console.log(` Job boards waiting: ${jobBoardCount}`); + + console.log("\n✓ BullMQ is working correctly!"); + console.log("\nNote: Jobs will be processed when workers are running."); + console.log("Run 'npm run worker' in another terminal to process jobs."); + + await closeAllQueues(); + process.exit(0); + } catch (error) { + console.error("Error testing BullMQ:", error); + await closeAllQueues(); + process.exit(1); + } +}; + +testBullMQ(); + diff --git a/backend/scraper-cron/workers/companyDirWorker.ts b/backend/scraper-cron/workers/companyDirWorker.ts new file mode 100644 index 0000000..ad52bdc --- /dev/null +++ b/backend/scraper-cron/workers/companyDirWorker.ts @@ -0,0 +1,60 @@ +import { companyDirectoryQueue, jobBoardQueue, redisConnection } from "queues"; +import { scrapeCompanyDirs } from "scrape-helpers/scrapeCompanyDirs"; +import { Worker } from "bullmq"; +import { WORKER_CONCURRENCY } from "../constants"; + +export const companyDirectoryWorker = new Worker( + "company-directories", + async (job) => { + const depth = job.data.depth ?? 0; + console.log(`Processing company directory (depth ${depth}): ${job.data.url}`); + try { + // Scrape the company directory to discover job boards and more directories + const { companyDirsCollectedByScrape, jobBoardsCollectedByScrape } = + await scrapeCompanyDirs([job.data.url]); + console.log("Collected company directories: ", companyDirsCollectedByScrape); + console.log("Collected job boards: ", jobBoardsCollectedByScrape); + + + // Add discovered job boards to the job board queue + const jobBoardPromises = jobBoardsCollectedByScrape.map((jobBoardUrl, index) => + index < WORKER_CONCURRENCY.JOB_BOARD_BREADTH ? + jobBoardQueue.add("scrape-job-board", { url: jobBoardUrl }) + : Promise.resolve() + ); + await Promise.allSettled(jobBoardPromises); + console.log(`Added ${jobBoardsCollectedByScrape.length} job boards from ${job.data.url}`); + + // Recurse once: if depth is 0, add discovered directories with depth 1 + // If depth is already 1, don't recurse further + if (depth === 0 && companyDirsCollectedByScrape.length > 0) { + const dirPromises = companyDirsCollectedByScrape.map((dirUrl, index) => + index < WORKER_CONCURRENCY.COMPANY_DIRECTORY_BREADTH ? + companyDirectoryQueue.add("scrape-company-directory", { url: dirUrl, depth: 1 }) + : Promise.resolve() + ); + await Promise.allSettled(dirPromises); + console.log( + `Added ${companyDirsCollectedByScrape.length} company directories (depth 1) from ${job.data.url}` + ); + } + + return { + success: true, + url: job.data.url, + depth, + jobBoardsFound: jobBoardsCollectedByScrape.length, + directoriesFound: companyDirsCollectedByScrape.length, + recursed: depth === 0 && companyDirsCollectedByScrape.length > 0, + }; + } catch (error) { + console.error(`Error scraping company directory ${job.data.url}:`, error); + throw error; + } + }, + { + connection: redisConnection, + concurrency: WORKER_CONCURRENCY.COMPANY_DIRECTORY, + } + ); + \ No newline at end of file diff --git a/backend/scraper-cron/workers/jobBoardWorker.ts b/backend/scraper-cron/workers/jobBoardWorker.ts new file mode 100644 index 0000000..c1b6440 --- /dev/null +++ b/backend/scraper-cron/workers/jobBoardWorker.ts @@ -0,0 +1,157 @@ +import { scrapeJobsFromJobBoards } from "scrape-helpers/scrapeJobsFromJobBoards"; +import { Worker } from "bullmq"; +import { redisConnection } from "../queues"; +import { db, jobs } from "@canadian-startup-jobs/db"; +import { eq } from "drizzle-orm"; +import { + WORKER_CONCURRENCY, + RATE_LIMITER, +} from "../constants"; + +// Type for scraped job data +type ScrapedJob = { + title: string; + location: string; + remoteOk?: boolean; + salaryMin?: number; + salaryMax?: number; + description: string; + company: string; + jobBoardUrl?: string; + postingUrl?: string; + isAtAStartup?: boolean; +}; + +export const jobBoardWorker = new Worker( + "job-boards", + async (job) => { + console.log(`Processing job board: ${job.data.url}`); + try { + // Scrape one job board at a time + const scrapedJobs = (await scrapeJobsFromJobBoards([ + job.data.url, + ])) as ScrapedJob[]; + console.log(`Found ${scrapedJobs.length} jobs from ${job.data.url}`); + console.log(JSON.stringify(scrapedJobs, null, 2)); + + if (scrapedJobs.length === 0) { + return { success: true, url: job.data.url, jobsInserted: 0 }; + } + + // Transform scraped jobs to match database schema + const jobsToUpsert = scrapedJobs.map((jobData) => ({ + title: jobData.title, + location: jobData.location, + remoteOk: jobData.remoteOk ?? false, + salaryMin: jobData.salaryMin ?? null, + salaryMax: jobData.salaryMax ?? null, + description: jobData.description, + company: jobData.company, + jobBoardUrl: jobData.jobBoardUrl ?? job.data.url, + postingUrl: jobData.postingUrl ?? null, + isAtAStartup: jobData.isAtAStartup ?? null, + })); + + // Bulk upsert jobs using postingUrl as unique identifier + // Separate jobs with and without postingUrl + const jobsWithUrl = jobsToUpsert.filter((j) => j.postingUrl); + const jobsWithoutUrl = jobsToUpsert.filter((j) => !j.postingUrl); + + let insertedCount = 0; + let updatedCount = 0; + + // Handle jobs with postingUrl (check for existing) + if (jobsWithUrl.length > 0) { + // Check each job individually to see if it exists + // Using individual queries to work around drizzle-orm version type conflicts + const existingUrls = new Set(); + + for (const jobData of jobsWithUrl) { + if (!jobData.postingUrl) continue; + + try { + // Use Drizzle ORM to check if job exists + // Type assertion needed due to drizzle-orm version mismatch between packages + const existing = await db + .select({ postingUrl: jobs.postingUrl }) + .from(jobs) + // @ts-expect-error - Type mismatch between drizzle-orm versions, but works at runtime + .where(eq(jobs.postingUrl, jobData.postingUrl)) + .limit(1); + + if (existing.length > 0 && existing[0].postingUrl) { + existingUrls.add(existing[0].postingUrl); + } + } catch (error) { + // If query fails, assume job doesn't exist and will be inserted + console.warn( + `Error checking for existing job with URL ${jobData.postingUrl}:`, + error + ); + } + } + + const toInsert = jobsWithUrl.filter( + (j) => j.postingUrl && !existingUrls.has(j.postingUrl) + ); + const toUpdate = jobsWithUrl.filter( + (j) => j.postingUrl && existingUrls.has(j.postingUrl) + ); + + // Batch insert new jobs + if (toInsert.length > 0) { + await db.insert(jobs).values(toInsert); + insertedCount += toInsert.length; + } + + // Update existing jobs one by one using Drizzle ORM + for (const jobData of toUpdate) { + if (!jobData.postingUrl) continue; + + try { + await db + .update(jobs) + .set({ + ...jobData, + updatedAt: new Date(), + }) + // @ts-expect-error - Type mismatch between drizzle-orm versions, but works at runtime + .where(eq(jobs.postingUrl, jobData.postingUrl)); + updatedCount++; + } catch (error) { + console.warn( + `Error updating job with URL ${jobData.postingUrl}:`, + error + ); + } + } + } + + // Insert jobs without postingUrl (always new) + if (jobsWithoutUrl.length > 0) { + await db.insert(jobs).values(jobsWithoutUrl); + insertedCount += jobsWithoutUrl.length; + } + + console.log( + `Upserted ${scrapedJobs.length} jobs: ${insertedCount} inserted, ${updatedCount} updated` + ); + + return { + success: true, + url: job.data.url, + jobsInserted: insertedCount, + jobsUpdated: updatedCount, + totalJobs: scrapedJobs.length, + }; + } catch (error) { + console.error(`Error scraping job board ${job.data.url}:`, error); + throw error; + } + }, + { + connection: redisConnection, + concurrency: WORKER_CONCURRENCY.JOB_BOARD, + limiter: RATE_LIMITER.FIRECRAWL, + } +); diff --git a/backend/scraper-cron/workers/mapCompanyDirWorker.ts b/backend/scraper-cron/workers/mapCompanyDirWorker.ts new file mode 100644 index 0000000..e0b6672 --- /dev/null +++ b/backend/scraper-cron/workers/mapCompanyDirWorker.ts @@ -0,0 +1,57 @@ +import { Worker } from "bullmq"; +import { mapCompanyDir } from "../scrape-helpers/mapCompanyDirs"; +import { companyDirectoryQueue, jobBoardQueue } from "../queues"; +import { redisConnection } from "../queues"; +import { WORKER_CONCURRENCY } from "../constants"; + +export const mapCompanyDirWorker = new Worker( + "map-company-directories", + async (job) => { + console.log(`Mapping company directory: ${job.data.url}`); + try { + // Call mapCompanyDir with a single URL array + const { companyDirsCollectedByMap, jobBoardsCollectedByMap } = + await mapCompanyDir([job.data.url]); + console.log("Found", companyDirsCollectedByMap, jobBoardsCollectedByMap); + // Add discovered company directories to the scrape queue (depth 0) + const dirPromises = companyDirsCollectedByMap.map((dirUrl, index) => + index < WORKER_CONCURRENCY.COMPANY_DIRECTORY_BREADTH + ? companyDirectoryQueue.add("scrape-company-directory", { + url: dirUrl, + depth: 0, + }) + : Promise.resolve() + ); + await Promise.allSettled(dirPromises); + console.log( + `Added ${companyDirsCollectedByMap.length} company directories from ${job.data.url}` + ); + + // Add discovered job boards to the job board queue + const jobBoardPromises = jobBoardsCollectedByMap.map( + (jobBoardUrl, index) => + index < WORKER_CONCURRENCY.JOB_BOARD_BREADTH + ? jobBoardQueue.add("scrape-job-board", { url: jobBoardUrl }) + : Promise.resolve() + ); + await Promise.allSettled(jobBoardPromises); + console.log( + `Added ${jobBoardsCollectedByMap.length} job boards from ${job.data.url}` + ); + + return { + success: true, + url: job.data.url, + directoriesFound: companyDirsCollectedByMap.length, + jobBoardsFound: jobBoardsCollectedByMap.length, + }; + } catch (error) { + console.error(`Error mapping company directory ${job.data.url}:`, error); + throw error; + } + }, + { + connection: redisConnection, + concurrency: WORKER_CONCURRENCY.MAP_COMPANY_DIR, + } +); diff --git a/backend/scraper-cron/workers/workers.ts b/backend/scraper-cron/workers/workers.ts new file mode 100644 index 0000000..ee653b1 --- /dev/null +++ b/backend/scraper-cron/workers/workers.ts @@ -0,0 +1,70 @@ +import { Worker } from "bullmq"; +import dotenv from "dotenv"; +import { connectRedis } from "../redisClient"; +import { jobBoardWorker } from "./jobBoardWorker"; +import { redisConnection } from "../queues"; +import { companyDirectoryWorker } from "./companyDirWorker"; +import { mapCompanyDirWorker } from "./mapCompanyDirWorker"; +import { + WORKER_CONCURRENCY, + RATE_LIMITER, +} from "../constants"; + +dotenv.config(); + + + +// Set up event listeners +mapCompanyDirWorker.on("completed", (job) => { + console.log(`Map company directory job ${job.id} completed`); +}); + +mapCompanyDirWorker.on("failed", (job, err) => { + console.error(`Map company directory job ${job?.id} failed:`, err); +}); + +companyDirectoryWorker.on("completed", (job) => { + console.log(`Company directory job ${job.id} completed`); +}); + +companyDirectoryWorker.on("failed", (job, err) => { + console.error(`Company directory job ${job?.id} failed:`, err); +}); + +jobBoardWorker.on("completed", (job) => { + console.log(`Job board job ${job.id} completed`); +}); + +jobBoardWorker.on("failed", (job, err) => { + console.error(`Job board job ${job?.id} failed:`, err); +}); + +// Initialize Redis connection when workers start +mapCompanyDirWorker.on("ready", async () => { + console.log("Map company directory worker ready"); + await connectRedis(); +}); + +companyDirectoryWorker.on("ready", async () => { + console.log("Company directory worker ready"); +}); + +jobBoardWorker.on("ready", async () => { + console.log("Job board worker ready"); +}); + + +// Graceful shutdown +const shutdown = async () => { + console.log("Shutting down workers..."); + await Promise.all([ + mapCompanyDirWorker.close(), + companyDirectoryWorker.close(), + jobBoardWorker.close() + ]); + process.exit(0); +}; + +process.on("SIGTERM", shutdown); +process.on("SIGINT", shutdown); + From 73cc8b183e02054904ef9d788cd616e06b9e4410 Mon Sep 17 00:00:00 2001 From: Christopher-Stevers Date: Mon, 1 Dec 2025 01:03:26 -0500 Subject: [PATCH 13/13] remove unecessary logs and scrapes --- backend/scraper-cron/bull-board-server.ts | 7 +- backend/scraper-cron/clear-queues.ts | 9 +- backend/scraper-cron/constants.ts | 6 +- .../scraper-cron/customScrapeAndExtract.ts | 12 - backend/scraper-cron/index.ts | 24 +- backend/scraper-cron/openaiClient.ts | 45 +- backend/scraper-cron/package.json | 4 +- backend/scraper-cron/pagepath.html | 2 +- backend/scraper-cron/redisClient.ts | 27 +- .../scrape-helpers/mapCompanyDirs.ts | 5 +- .../scrape-helpers/scrapeCompanyDirs.ts | 28 +- .../scrape-helpers/scrapeJobsFromJobBoards.ts | 41 +- backend/scraper-cron/test-bullmq.ts | 14 - .../scraper-cron/workers/companyDirWorker.ts | 101 +- .../scraper-cron/workers/jobBoardWorker.ts | 21 +- .../workers/mapCompanyDirWorker.ts | 10 +- backend/scraper-cron/workers/workers.ts | 23 +- db/README.md | 2 + db/drizzle.config.ts | 16 +- db/package-lock.json | 1279 +++++++++++++++++ db/package.json | 1 + db/src/index.ts | 2 +- db/src/schema/index.ts | 34 +- docker-compose.yml | 32 +- test-db-connection.ps1 | 34 + 25 files changed, 1475 insertions(+), 304 deletions(-) create mode 100644 db/package-lock.json create mode 100644 test-db-connection.ps1 diff --git a/backend/scraper-cron/bull-board-server.ts b/backend/scraper-cron/bull-board-server.ts index dcef500..d6e2f23 100644 --- a/backend/scraper-cron/bull-board-server.ts +++ b/backend/scraper-cron/bull-board-server.ts @@ -38,11 +38,6 @@ app.get("/", (req, res) => { const PORT = process.env.BULL_BOARD_PORT || 3000; app.listen(PORT, () => { - console.log(`BullMQ Board running at http://localhost:${PORT}/admin/queues`); - console.log(`\nAvailable queues:`); - console.log(` - map-company-directories`); - console.log(` - company-directories`); - console.log(` - job-boards`); - console.log(` - extract-jobs`); + // BullMQ Board running }); diff --git a/backend/scraper-cron/clear-queues.ts b/backend/scraper-cron/clear-queues.ts index 766e677..223e59e 100644 --- a/backend/scraper-cron/clear-queues.ts +++ b/backend/scraper-cron/clear-queues.ts @@ -13,8 +13,6 @@ dotenv.config(); const clearQueues = async () => { await connectRedis(); - console.log("Clearing all queues..."); - const queues = [ { name: "map-company-directories", queue: mapCompanyDirQueue }, { name: "company-directories", queue: companyDirectoryQueue }, @@ -35,22 +33,17 @@ const clearQueues = async () => { if (total > 0) { // Clear all job states await queue.obliterate({ force: true }); - console.log(`✓ Cleared ${name}: ${total} jobs (${waiting} waiting, ${active} active, ${completed} completed, ${failed} failed, ${delayed} delayed)`); - } else { - console.log(`✓ ${name}: already empty`); } } catch (error) { - console.error(`✗ Error clearing ${name}:`, error); + // Error clearing queue } } await closeAllQueues(); - console.log("\nAll queues cleared!"); process.exit(0); }; clearQueues().catch((error) => { - console.error("Error clearing queues:", error); process.exit(1); }); diff --git a/backend/scraper-cron/constants.ts b/backend/scraper-cron/constants.ts index d9d89b0..b7610dd 100644 --- a/backend/scraper-cron/constants.ts +++ b/backend/scraper-cron/constants.ts @@ -9,14 +9,14 @@ export const WORKER_CONCURRENCY = { /** Process only 1 job board at a time to respect Firecrawl rate limits */ JOB_BOARD: 10, - JOB_BOARD_BREADTH: 10, + JOB_BOARD_BREADTH: 2, /** Process 3 job extractions at a time */ /** Process 2 company directory mappings in parallel */ MAP_COMPANY_DIR: 2, - MAP_COMPANY_BREADTH: 10, + MAP_COMPANY_BREADTH: 2, /** Process 2 company directories in parallel */ COMPANY_DIRECTORY: 2, - COMPANY_DIRECTORY_BREADTH: 10, + COMPANY_DIRECTORY_BREADTH: 2, } as const; // ============================================================================ diff --git a/backend/scraper-cron/customScrapeAndExtract.ts b/backend/scraper-cron/customScrapeAndExtract.ts index 9395b99..d1e031d 100644 --- a/backend/scraper-cron/customScrapeAndExtract.ts +++ b/backend/scraper-cron/customScrapeAndExtract.ts @@ -38,7 +38,6 @@ function mergeSnapshotsHeuristically(snapshots: PageSnapshot[]): string { // CASE 1 — Append-style pagination → last snapshot has everything if (isAppendStyle(snapshots)) { - console.log("📌 Append-style detected — using only final snapshot."); return snapshots[snapshots.length - 1].markdown.trim(); } @@ -249,7 +248,6 @@ const paginateAndSnapshot = async ( if (html === lastHTML) { stableCount++; if (stableCount >= 3) { - console.log("🛑 Pagination ended: container stabilized."); break; } } else { @@ -259,9 +257,6 @@ const paginateAndSnapshot = async ( // ---- 3. Check timeout for this loop iteration ---- if (Date.now() - iterationStart > 20_000) { - console.log( - "🛑 Pagination ended: 20-second timeout for iteration reached." - ); break; } @@ -270,7 +265,6 @@ const paginateAndSnapshot = async ( const isVisible = await nextButton.isVisible().catch(() => false); if (!isVisible) { - console.log("🛑 Pagination ended: next button not visible."); break; } @@ -279,7 +273,6 @@ const paginateAndSnapshot = async ( const ariaDisabled = await nextButton.getAttribute("aria-disabled"); if (isDisabled || ariaDisabled === "true") { - console.log("🛑 Pagination ended: button disabled."); break; } @@ -304,7 +297,6 @@ const paginateAndSnapshot = async ( .catch(() => false); if (!changed) { - console.log("🛑 Pagination ended: container did not change after click."); break; } @@ -315,7 +307,6 @@ const paginateAndSnapshot = async ( // ---- 9. Check if full iteration exceeded 20 sec ---- if (Date.now() - iterationStart > 20_000) { - console.log("🛑 Pagination ended: iteration exceeded 20 seconds."); break; } @@ -605,7 +596,6 @@ export const extractChunk = async ( companyDirectories, }; } catch (err) { - console.log("error", "markdown"); return { companies: [], jobBoards: [], @@ -625,7 +615,6 @@ export const scrapeAndExtract = async ( await page.goto(scraperConfig.url, { waitUntil: "networkidle" }); const snapshots = await paginateAndSnapshot(page, scraperConfig); - console.log("Number of snapshots", snapshots.length); const markdownCombined = mergeSnapshotsHeuristically(snapshots); const splitMarkDown = splitMarkdownByHeadings(markdownCombined, chunkChars); @@ -638,7 +627,6 @@ export const scrapeAndExtract = async ( for (const chunk of markdownChunks) { i++; const r = await extractChunk(openaiClient, chunk); - console.log("Getting partial results for chunk ", i); partialResults.push(r); } diff --git a/backend/scraper-cron/index.ts b/backend/scraper-cron/index.ts index d86bf17..001c75f 100644 --- a/backend/scraper-cron/index.ts +++ b/backend/scraper-cron/index.ts @@ -15,40 +15,24 @@ const getAllJobs = async () => { // Add each initial company directory URL to the mapping queue // Workers will map them in parallel and add discovered directories/job boards to other queues const mapPromises = companyDirectoryUrls.map((url, index) => - index < WORKER_CONCURRENCY.MAP_COMPANY_BREADTH ? - mapCompanyDirQueue.add("map-company-directory", { url }) - : Promise.resolve() + index < WORKER_CONCURRENCY.MAP_COMPANY_BREADTH + ? mapCompanyDirQueue.add("map-company-directory", { url }) + : Promise.resolve() ); const results = await Promise.allSettled(mapPromises); const succeeded = results.filter((r) => r.status === "fulfilled").length; const failed = results.filter((r) => r.status === "rejected").length; - console.log(`Added ${succeeded} URLs to mapping queue (${failed} failed)`); - console.log(`Workers will map them in parallel and discover directories/job boards.`); - if (failed > 0) { results.forEach((result, index) => { if (result.status === "rejected") { - console.error( - `Failed to add mapping job for ${companyDirectoryUrls[index]}:`, - result.reason - ); + // Failed to add mapping job } }); } - - console.log("Jobs added to queue. Workers (running separately) will process them."); - console.log("Mapping workers will discover company directories and job boards, then add them to queues."); - console.log("Jobs are persisted in Redis and will survive server crashes."); - console.log("Make sure workers are running with: npm run worker"); - - // Close queue connections and exit - // Workers run separately and will pick up jobs from Redis - await closeAllQueues(); }; getAllJobs().catch((error) => { - console.error("Error in getAllJobs:", error); process.exit(1); }); diff --git a/backend/scraper-cron/openaiClient.ts b/backend/scraper-cron/openaiClient.ts index f407a77..26966da 100644 --- a/backend/scraper-cron/openaiClient.ts +++ b/backend/scraper-cron/openaiClient.ts @@ -19,7 +19,8 @@ export const listingTool = { type: "string", format: "url", }, - description: "A list of job board URLs. only show here if the url explicitly mentions job boards or career pages.", + description: + "A list of job board URLs. only show here if the url explicitly mentions job boards or career pages.", }, companyDirectories: { type: "array", @@ -35,48 +36,6 @@ export const listingTool = { }, } as ChatCompletionTool; -function buildMockAssistantResponseFromToolResult(content: string) { - const parsed = JSON.parse(content); - const jobBoards = Array.isArray(parsed.jobBoards) ? parsed.jobBoards : []; - const companyDirectories = Array.isArray(parsed.companyDirectories) - ? parsed.companyDirectories - : []; - const lines: string[] = []; - if (jobBoards.length) { - lines.push(`Found ${jobBoards.length} job boards:`); - for (const url of jobBoards) { - lines.push(`- ${url}`); - } - } - if (companyDirectories.length) { - lines.push(`Found ${companyDirectories.length} company directories:`); - for (const url of companyDirectories) { - lines.push(`- ${url}`); - } - } - - return { - id: "chatcmpl-mock", - object: "chat.completion", - created: Math.floor(Date.now() / 1000), - model: "gpt-4o-mock", - choices: [ - { - index: 0, - message: { - role: "assistant", - content: lines.join("\n"), - }, - finish_reason: "stop", - }, - ], - usage: { - prompt_tokens: 5, - completion_tokens: 7, - }, - } as Awaited>; -} - export const openaiClient = new OpenAI({ apiKey: process.env.OPENAI_API_KEY!, }); diff --git a/backend/scraper-cron/package.json b/backend/scraper-cron/package.json index 01a5c51..756ed98 100644 --- a/backend/scraper-cron/package.json +++ b/backend/scraper-cron/package.json @@ -13,7 +13,6 @@ "dependencies": { "@bull-board/api": "^6.14.2", "@bull-board/express": "^6.14.2", - "@canadian-startup-jobs/db": "file:../../db", "@mendable/firecrawl-js": "^4.6.2", "drizzle-orm": "^0.36.4", @@ -33,5 +32,6 @@ }, "devDependencies": { "typescript": "^5" - } + }, + "packageManager": "pnpm@10.11.1+sha512.e519b9f7639869dc8d5c3c5dfef73b3f091094b0a006d7317353c72b124e80e1afd429732e28705ad6bfa1ee879c1fce46c128ccebd3192101f43dd67c667912" } diff --git a/backend/scraper-cron/pagepath.html b/backend/scraper-cron/pagepath.html index 1ab4dbb..241685b 100644 --- a/backend/scraper-cron/pagepath.html +++ b/backend/scraper-cron/pagepath.html @@ -746,7 +746,7 @@ currentUrl.search = currentParams.toString(); window.top.history.pushState(null, '', currentUrl.toString()); } catch (error) { - console.error("An error occurred while updating query parameters:", error); + // Error updating query parameters } }); diff --git a/backend/scraper-cron/redisClient.ts b/backend/scraper-cron/redisClient.ts index 7d37d8d..cbdf450 100644 --- a/backend/scraper-cron/redisClient.ts +++ b/backend/scraper-cron/redisClient.ts @@ -8,7 +8,6 @@ const redisClient = createClient({ socket: { reconnectStrategy: (retries: number) => { if (retries > 10) { - console.error("Redis connection failed after 10 retries"); return new Error("Redis connection failed"); } return Math.min(retries * 100, 3000); @@ -17,19 +16,19 @@ const redisClient = createClient({ }); redisClient.on("error", (err: Error) => { - console.error("Redis Client Error:", err); + // Redis Client Error }); redisClient.on("connect", () => { - console.log("Redis Client Connected"); + // Redis Client Connected }); redisClient.on("ready", () => { - console.log("Redis Client Ready"); + // Redis Client Ready }); redisClient.on("reconnecting", () => { - console.log("Redis Client Reconnecting"); + // Redis Client Reconnecting }); // Connect to Redis @@ -39,7 +38,6 @@ export const connectRedis = async () => { await redisClient.connect(); } } catch (error) { - console.error("Failed to connect to Redis:", error); throw error; } }; @@ -51,7 +49,6 @@ export const disconnectRedis = async () => { await redisClient.quit(); } } catch (error) { - console.error("Failed to disconnect from Redis:", error); throw error; } }; @@ -66,7 +63,6 @@ export const redisHelpers = { try { return await redisClient.get(key); } catch (error) { - console.error(`Error getting key ${key}:`, error); throw error; } }, @@ -88,7 +84,6 @@ export const redisHelpers = { } return await redisClient.set(key, value); } catch (error) { - console.error(`Error setting key ${key}:`, error); throw error; } }, @@ -98,7 +93,6 @@ export const redisHelpers = { try { return await redisClient.del(key); } catch (error) { - console.error(`Error deleting key ${key}:`, error); throw error; } }, @@ -108,7 +102,6 @@ export const redisHelpers = { try { return await redisClient.exists(key); } catch (error) { - console.error(`Error checking existence of key ${key}:`, error); throw error; } }, @@ -118,7 +111,6 @@ export const redisHelpers = { try { return await redisClient.expire(key, seconds); } catch (error) { - console.error(`Error setting expiration on key ${key}:`, error); throw error; } }, @@ -128,7 +120,6 @@ export const redisHelpers = { try { return await redisClient.ttl(key); } catch (error) { - console.error(`Error getting TTL for key ${key}:`, error); throw error; } }, @@ -148,7 +139,6 @@ export const redisHelpers = { throw new Error("Invalid arguments for hSet"); } } catch (error) { - console.error(`Error setting hash field ${key}:`, error); throw error; } }, @@ -158,7 +148,6 @@ export const redisHelpers = { try { return await redisClient.hGet(key, field); } catch (error) { - console.error(`Error getting hash field ${key}.${field}:`, error); throw error; } }, @@ -168,7 +157,6 @@ export const redisHelpers = { try { return await redisClient.hGetAll(key); } catch (error) { - console.error(`Error getting all hash fields for ${key}:`, error); throw error; } }, @@ -178,7 +166,6 @@ export const redisHelpers = { try { return await redisClient.sAdd(key, members); } catch (error) { - console.error(`Error adding to set ${key}:`, error); throw error; } }, @@ -188,7 +175,6 @@ export const redisHelpers = { try { return await redisClient.sIsMember(key, member); } catch (error) { - console.error(`Error checking set membership ${key}:`, error); throw error; } }, @@ -198,7 +184,6 @@ export const redisHelpers = { try { return await redisClient.sMembers(key); } catch (error) { - console.error(`Error getting set members ${key}:`, error); throw error; } }, @@ -208,7 +193,6 @@ export const redisHelpers = { try { return await redisClient.lPush(key, values); } catch (error) { - console.error(`Error pushing to list ${key}:`, error); throw error; } }, @@ -218,7 +202,6 @@ export const redisHelpers = { try { return await redisClient.rPush(key, values); } catch (error) { - console.error(`Error pushing to list ${key}:`, error); throw error; } }, @@ -228,7 +211,6 @@ export const redisHelpers = { try { return await redisClient.lPop(key); } catch (error) { - console.error(`Error popping from list ${key}:`, error); throw error; } }, @@ -238,7 +220,6 @@ export const redisHelpers = { try { return await redisClient.lLen(key); } catch (error) { - console.error(`Error getting list length ${key}:`, error); throw error; } }, diff --git a/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts index 9150af7..6b5d131 100644 --- a/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts +++ b/backend/scraper-cron/scrape-helpers/mapCompanyDirs.ts @@ -45,7 +45,7 @@ export const mapCompanyDir = async ( // Type guard to ensure it's a ChatCompletion (not a stream) if (!("choices" in response)) { - console.error("Unexpected response type - expected ChatCompletion"); + // Unexpected response type } const chatCompletion = response as ChatCompletion; @@ -67,11 +67,10 @@ export const mapCompanyDir = async ( } if (jobBoardsCollected.length > 0) { jobBoardsCollected.push(...(parsedArgs.jobBoards || [])); - } else jobBoardsCollected.push(companyDirToSearch); + } } } } - return { companyDirsCollectedByMap: companyDirsCollected, jobBoardsCollectedByMap: jobBoardsCollected, diff --git a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts index 355b719..3a9fb53 100644 --- a/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts +++ b/backend/scraper-cron/scrape-helpers/scrapeCompanyDirs.ts @@ -6,7 +6,6 @@ export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { for (const dirUrl of companyDirsToSearch) { // use custom extractor to get job boards, directories and companies const result = await scrapeAndExtract({ url: dirUrl }); - console.log("Companies: ", result); const { jobBoards, companyDirectories, companies } = result; @@ -14,7 +13,6 @@ export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { jobBoardsCollected.push(...jobBoards.map((elem) => elem.url)); // for each company validate potential job boards. - console.log("Testing company", companies); for (const company of companies) { if (!company.isStartup) break; const buildPotentialJobBoardUrls = (url: string) => { @@ -34,39 +32,19 @@ export const scrapeCompanyDirs = async (companyDirsToSearch: string[]) => { ]; }; const potentialJobBoardUrls = buildPotentialJobBoardUrls(company.url); - console.log(potentialJobBoardUrls, "my potential job boards"); for (const url of potentialJobBoardUrls) { + console.log("Checking job boards"); try { - console.log("Checking if job board exists at ", url); const res = await fetch(url, { method: "HEAD", signal: AbortSignal.timeout(1000), }); - const checkRedirectsOnAts = (response: Response) => { - if (!response.redirected) { - return true; - } - if ( - response.url.includes("jobs.lever.co") || - response.url.includes("applytojob.com") || - response.url.includes("ashbyhq.com") || - response.url.includes("info.jazzhr.com") - ) { - return true; - } - return false; - }; - - const noRedirectsOnAts = checkRedirectsOnAts(res); - console.log(res.ok, noRedirectsOnAts, "res ok and no redirect"); - if (res.ok && noRedirectsOnAts) { + if (res.ok) { jobBoardsCollected.push(res.url); break; } - } catch (err) { - console.log("error", err); - } + } catch (err) {} } } } diff --git a/backend/scraper-cron/scrape-helpers/scrapeJobsFromJobBoards.ts b/backend/scraper-cron/scrape-helpers/scrapeJobsFromJobBoards.ts index 969f629..04e3b48 100644 --- a/backend/scraper-cron/scrape-helpers/scrapeJobsFromJobBoards.ts +++ b/backend/scraper-cron/scrape-helpers/scrapeJobsFromJobBoards.ts @@ -1,27 +1,28 @@ import { firecrawl, jobSchema } from "firecrawl"; -export const scrapeJobsFromJobBoards = async (jobBoards: string[]) => { - const allJobs = []; - const result = await firecrawl.batchScrape(jobBoards, { - options: { - formats: [{ type: "json", schema: jobSchema }], - }, - }); +export const scrapeJobsFromJobBoards = async (jobBoard: string) => { + try { + const result = await firecrawl.scrape(jobBoard, { + formats: [ + { + type: "json", + schema: jobSchema, + prompt: + "If this is actually a job board with jobs on it for a startup company, return the jobs in the json format, otherwise return an empty array.", + }, + ], + }); - const jobChunks = result.data.map((elem) => { - try { - const jobs = (elem.json as { jobs: { title: string }[] }).jobs; - return jobs; - } catch (err) { - console.log(err, elem.json); - return [] as unknown as { - title: string; - }[]; + // Firecrawl returns result with json property containing the parsed schema + if (result.json && typeof result.json === "object" && "jobs" in result.json) { + const jobs = (result.json as { jobs: any[] }).jobs; + // Return the jobs array directly, ensuring it's an array + return Array.isArray(jobs) ? jobs : []; } - }); - for (const jobChunk of jobChunks) { - allJobs.push(...jobChunk); + return []; + } catch (error) { + // If scraping fails, return empty array + return []; } - return allJobs; }; diff --git a/backend/scraper-cron/test-bullmq.ts b/backend/scraper-cron/test-bullmq.ts index b9fcec9..009afdf 100644 --- a/backend/scraper-cron/test-bullmq.ts +++ b/backend/scraper-cron/test-bullmq.ts @@ -9,39 +9,25 @@ const testBullMQ = async () => { try { // Connect to Redis await connectRedis(); - console.log("✓ Redis connected"); // Test adding jobs to queues - console.log("\nAdding test jobs to queues..."); - const companyDirJob = await companyDirectoryQueue.add("scrape-directory", { url: "https://www.bycanada.tech/", timestamp: Date.now(), }); - console.log(`✓ Added company directory job: ${companyDirJob.id}`); const jobBoardJob = await jobBoardQueue.add("scrape-job-board", { url: "https://example.com/careers", timestamp: Date.now(), }); - console.log(`✓ Added job board job: ${jobBoardJob.id}`); // Check queue status const companyDirCount = await companyDirectoryQueue.getWaitingCount(); const jobBoardCount = await jobBoardQueue.getWaitingCount(); - console.log(`\nQueue status:`); - console.log(` Company directories waiting: ${companyDirCount}`); - console.log(` Job boards waiting: ${jobBoardCount}`); - - console.log("\n✓ BullMQ is working correctly!"); - console.log("\nNote: Jobs will be processed when workers are running."); - console.log("Run 'npm run worker' in another terminal to process jobs."); - await closeAllQueues(); process.exit(0); } catch (error) { - console.error("Error testing BullMQ:", error); await closeAllQueues(); process.exit(1); } diff --git a/backend/scraper-cron/workers/companyDirWorker.ts b/backend/scraper-cron/workers/companyDirWorker.ts index ad52bdc..e3016d9 100644 --- a/backend/scraper-cron/workers/companyDirWorker.ts +++ b/backend/scraper-cron/workers/companyDirWorker.ts @@ -4,57 +4,56 @@ import { Worker } from "bullmq"; import { WORKER_CONCURRENCY } from "../constants"; export const companyDirectoryWorker = new Worker( - "company-directories", - async (job) => { - const depth = job.data.depth ?? 0; - console.log(`Processing company directory (depth ${depth}): ${job.data.url}`); - try { - // Scrape the company directory to discover job boards and more directories - const { companyDirsCollectedByScrape, jobBoardsCollectedByScrape } = - await scrapeCompanyDirs([job.data.url]); - console.log("Collected company directories: ", companyDirsCollectedByScrape); - console.log("Collected job boards: ", jobBoardsCollectedByScrape); - - - // Add discovered job boards to the job board queue - const jobBoardPromises = jobBoardsCollectedByScrape.map((jobBoardUrl, index) => - index < WORKER_CONCURRENCY.JOB_BOARD_BREADTH ? - jobBoardQueue.add("scrape-job-board", { url: jobBoardUrl }) - : Promise.resolve() - ); - await Promise.allSettled(jobBoardPromises); - console.log(`Added ${jobBoardsCollectedByScrape.length} job boards from ${job.data.url}`); - - // Recurse once: if depth is 0, add discovered directories with depth 1 - // If depth is already 1, don't recurse further - if (depth === 0 && companyDirsCollectedByScrape.length > 0) { - const dirPromises = companyDirsCollectedByScrape.map((dirUrl, index) => - index < WORKER_CONCURRENCY.COMPANY_DIRECTORY_BREADTH ? - companyDirectoryQueue.add("scrape-company-directory", { url: dirUrl, depth: 1 }) + "company-directories", + async (job) => { + const depth = job.data.depth ?? 0; + try { + console.log("Scraping company dir", job.data.url); + // Scrape the company directory to discover job boards and more directories + const { companyDirsCollectedByScrape, jobBoardsCollectedByScrape } = + await scrapeCompanyDirs([job.data.url]); + console.log( + "Job boards from scrape", + jobBoardsCollectedByScrape, + job.data.url + ); + // Add discovered job boards to the job board queue + const jobBoardPromises = jobBoardsCollectedByScrape.map( + (jobBoardUrl, index) => + index < WORKER_CONCURRENCY.JOB_BOARD_BREADTH + ? jobBoardQueue.add("scrape-job-board", { url: jobBoardUrl }) + : Promise.resolve() + ); + await Promise.allSettled(jobBoardPromises); + + // Recurse once: if depth is 0, add discovered directories with depth 1 + // If depth is already 1, don't recurse further + if (depth === 0 && companyDirsCollectedByScrape.length > 0) { + const dirPromises = companyDirsCollectedByScrape.map((dirUrl, index) => + index < WORKER_CONCURRENCY.COMPANY_DIRECTORY_BREADTH + ? companyDirectoryQueue.add("scrape-company-directory", { + url: dirUrl, + depth: 1, + }) : Promise.resolve() - ); - await Promise.allSettled(dirPromises); - console.log( - `Added ${companyDirsCollectedByScrape.length} company directories (depth 1) from ${job.data.url}` - ); - } - - return { - success: true, - url: job.data.url, - depth, - jobBoardsFound: jobBoardsCollectedByScrape.length, - directoriesFound: companyDirsCollectedByScrape.length, - recursed: depth === 0 && companyDirsCollectedByScrape.length > 0, - }; - } catch (error) { - console.error(`Error scraping company directory ${job.data.url}:`, error); - throw error; + ); + await Promise.allSettled(dirPromises); } - }, - { - connection: redisConnection, - concurrency: WORKER_CONCURRENCY.COMPANY_DIRECTORY, + + return { + success: true, + url: job.data.url, + depth, + jobBoardsFound: jobBoardsCollectedByScrape.length, + directoriesFound: companyDirsCollectedByScrape.length, + recursed: depth === 0 && companyDirsCollectedByScrape.length > 0, + }; + } catch (error) { + throw error; } - ); - \ No newline at end of file + }, + { + connection: redisConnection, + concurrency: WORKER_CONCURRENCY.COMPANY_DIRECTORY, + } +); diff --git a/backend/scraper-cron/workers/jobBoardWorker.ts b/backend/scraper-cron/workers/jobBoardWorker.ts index c1b6440..16901e4 100644 --- a/backend/scraper-cron/workers/jobBoardWorker.ts +++ b/backend/scraper-cron/workers/jobBoardWorker.ts @@ -25,14 +25,11 @@ type ScrapedJob = { export const jobBoardWorker = new Worker( "job-boards", async (job) => { - console.log(`Processing job board: ${job.data.url}`); try { // Scrape one job board at a time - const scrapedJobs = (await scrapeJobsFromJobBoards([ + const scrapedJobs = (await scrapeJobsFromJobBoards( job.data.url, - ])) as ScrapedJob[]; - console.log(`Found ${scrapedJobs.length} jobs from ${job.data.url}`); - console.log(JSON.stringify(scrapedJobs, null, 2)); + )) as ScrapedJob[]; if (scrapedJobs.length === 0) { return { success: true, url: job.data.url, jobsInserted: 0 }; @@ -84,10 +81,6 @@ export const jobBoardWorker = new Worker( } } catch (error) { // If query fails, assume job doesn't exist and will be inserted - console.warn( - `Error checking for existing job with URL ${jobData.postingUrl}:`, - error - ); } } @@ -119,10 +112,7 @@ export const jobBoardWorker = new Worker( .where(eq(jobs.postingUrl, jobData.postingUrl)); updatedCount++; } catch (error) { - console.warn( - `Error updating job with URL ${jobData.postingUrl}:`, - error - ); + // Error updating job } } } @@ -133,10 +123,6 @@ export const jobBoardWorker = new Worker( insertedCount += jobsWithoutUrl.length; } - console.log( - `Upserted ${scrapedJobs.length} jobs: ${insertedCount} inserted, ${updatedCount} updated` - ); - return { success: true, url: job.data.url, @@ -145,7 +131,6 @@ export const jobBoardWorker = new Worker( totalJobs: scrapedJobs.length, }; } catch (error) { - console.error(`Error scraping job board ${job.data.url}:`, error); throw error; } }, diff --git a/backend/scraper-cron/workers/mapCompanyDirWorker.ts b/backend/scraper-cron/workers/mapCompanyDirWorker.ts index e0b6672..d46a387 100644 --- a/backend/scraper-cron/workers/mapCompanyDirWorker.ts +++ b/backend/scraper-cron/workers/mapCompanyDirWorker.ts @@ -7,12 +7,11 @@ import { WORKER_CONCURRENCY } from "../constants"; export const mapCompanyDirWorker = new Worker( "map-company-directories", async (job) => { - console.log(`Mapping company directory: ${job.data.url}`); try { // Call mapCompanyDir with a single URL array const { companyDirsCollectedByMap, jobBoardsCollectedByMap } = await mapCompanyDir([job.data.url]); - console.log("Found", companyDirsCollectedByMap, jobBoardsCollectedByMap); + console.log("Job boards from map", jobBoardsCollectedByMap, job.data.url); // Add discovered company directories to the scrape queue (depth 0) const dirPromises = companyDirsCollectedByMap.map((dirUrl, index) => index < WORKER_CONCURRENCY.COMPANY_DIRECTORY_BREADTH @@ -23,9 +22,6 @@ export const mapCompanyDirWorker = new Worker( : Promise.resolve() ); await Promise.allSettled(dirPromises); - console.log( - `Added ${companyDirsCollectedByMap.length} company directories from ${job.data.url}` - ); // Add discovered job boards to the job board queue const jobBoardPromises = jobBoardsCollectedByMap.map( @@ -35,9 +31,6 @@ export const mapCompanyDirWorker = new Worker( : Promise.resolve() ); await Promise.allSettled(jobBoardPromises); - console.log( - `Added ${jobBoardsCollectedByMap.length} job boards from ${job.data.url}` - ); return { success: true, @@ -46,7 +39,6 @@ export const mapCompanyDirWorker = new Worker( jobBoardsFound: jobBoardsCollectedByMap.length, }; } catch (error) { - console.error(`Error mapping company directory ${job.data.url}:`, error); throw error; } }, diff --git a/backend/scraper-cron/workers/workers.ts b/backend/scraper-cron/workers/workers.ts index ee653b1..8e574ad 100644 --- a/backend/scraper-cron/workers/workers.ts +++ b/backend/scraper-cron/workers/workers.ts @@ -2,13 +2,8 @@ import { Worker } from "bullmq"; import dotenv from "dotenv"; import { connectRedis } from "../redisClient"; import { jobBoardWorker } from "./jobBoardWorker"; -import { redisConnection } from "../queues"; import { companyDirectoryWorker } from "./companyDirWorker"; import { mapCompanyDirWorker } from "./mapCompanyDirWorker"; -import { - WORKER_CONCURRENCY, - RATE_LIMITER, -} from "../constants"; dotenv.config(); @@ -16,47 +11,45 @@ dotenv.config(); // Set up event listeners mapCompanyDirWorker.on("completed", (job) => { - console.log(`Map company directory job ${job.id} completed`); + // Job completed }); mapCompanyDirWorker.on("failed", (job, err) => { - console.error(`Map company directory job ${job?.id} failed:`, err); + // Job failed }); companyDirectoryWorker.on("completed", (job) => { - console.log(`Company directory job ${job.id} completed`); + // Job completed }); companyDirectoryWorker.on("failed", (job, err) => { - console.error(`Company directory job ${job?.id} failed:`, err); + // Job failed }); jobBoardWorker.on("completed", (job) => { - console.log(`Job board job ${job.id} completed`); + // Job completed }); jobBoardWorker.on("failed", (job, err) => { - console.error(`Job board job ${job?.id} failed:`, err); + // Job failed }); // Initialize Redis connection when workers start mapCompanyDirWorker.on("ready", async () => { - console.log("Map company directory worker ready"); await connectRedis(); }); companyDirectoryWorker.on("ready", async () => { - console.log("Company directory worker ready"); + // Worker ready }); jobBoardWorker.on("ready", async () => { - console.log("Job board worker ready"); + // Worker ready }); // Graceful shutdown const shutdown = async () => { - console.log("Shutting down workers..."); await Promise.all([ mapCompanyDirWorker.close(), companyDirectoryWorker.close(), diff --git a/db/README.md b/db/README.md index f660cc9..9e0cfa8 100644 --- a/db/README.md +++ b/db/README.md @@ -1,5 +1,7 @@ # @canadian-startup-jobs/db + +Currently skeleton - feel free to throw this out and create a new one. Database package for the Canadian Startup Jobs monorepo. This package provides a shared Drizzle ORM connection to PostgreSQL that can be used across multiple services. ## Installation diff --git a/db/drizzle.config.ts b/db/drizzle.config.ts index f154bbd..38f386c 100644 --- a/db/drizzle.config.ts +++ b/db/drizzle.config.ts @@ -7,12 +7,14 @@ export default defineConfig({ schema: "./src/schema/index.ts", out: "./drizzle", dialect: "postgresql", - dbCredentials: { - host: process.env.POSTGRES_HOST || "localhost", - port: parseInt(process.env.POSTGRES_PORT || "5432"), - user: process.env.POSTGRES_USER || "postgres", - password: process.env.POSTGRES_PASSWORD || "postgres", - database: process.env.POSTGRES_DB || "canadian_startup_jobs", - }, + dbCredentials: process.env.DATABASE_URL + ? { url: process.env.DATABASE_URL } + : { + host: process.env.POSTGRES_HOST || "localhost", + port: parseInt(process.env.POSTGRES_PORT || "5433"), + user: process.env.POSTGRES_USER || "postgres", + password: process.env.POSTGRES_PASSWORD || "postgres", + database: process.env.POSTGRES_DB || "canadian_startup_db", + }, }); diff --git a/db/package-lock.json b/db/package-lock.json new file mode 100644 index 0000000..440ba34 --- /dev/null +++ b/db/package-lock.json @@ -0,0 +1,1279 @@ +{ + "name": "@canadian-startup-jobs/db", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "@canadian-startup-jobs/db", + "version": "0.1.0", + "dependencies": { + "drizzle-orm": "^0.36.4", + "postgres": "^3.4.5" + }, + "devDependencies": { + "@types/node": "^24.10.1", + "dotenv": "^17.2.3", + "drizzle-kit": "^0.30.0", + "typescript": "^5" + }, + "peerDependencies": { + "dotenv": "^17.2.3" + } + }, + "node_modules/@drizzle-team/brocli": { + "version": "0.10.2", + "resolved": "https://registry.npmjs.org/@drizzle-team/brocli/-/brocli-0.10.2.tgz", + "integrity": "sha512-z33Il7l5dKjUgGULTqBsQBQwckHh5AbIuxhdsIxDDiZAzBOrZO6q9ogcWC65kU382AfynTfgNumVcNIjuIua6w==", + "dev": true, + "license": "Apache-2.0" + }, + 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"postgres"}@${process.env.POSTGRES_HOST || "localhost"}:${process.env.POSTGRES_PORT || "5432"}/${process.env.POSTGRES_DB || "canadian_startup_jobs"}`; + `postgresql://${process.env.POSTGRES_USER || "postgres"}:${process.env.POSTGRES_PASSWORD || "postgres"}@${process.env.POSTGRES_HOST || "localhost"}:${process.env.POSTGRES_PORT || "5433"}/${process.env.POSTGRES_DB || "canadian_startup_db"}`; // Create postgres client const client = postgres(connectionString, { diff --git a/db/src/schema/index.ts b/db/src/schema/index.ts index 237a3ed..7438b29 100644 --- a/db/src/schema/index.ts +++ b/db/src/schema/index.ts @@ -1,16 +1,28 @@ // Export all schema definitions from this file // Add your table schemas here or import them from separate files -// Example schema structure (uncomment and modify as needed): -// import { pgTable, serial, text, timestamp } from "drizzle-orm/pg-core"; -// -// export const users = pgTable("users", { -// id: serial("id").primaryKey(), -// name: text("name").notNull(), -// email: text("email").notNull().unique(), -// createdAt: timestamp("created_at").defaultNow().notNull(), -// }); +import { + pgTable, + serial, + text, + boolean, + integer, + timestamp, +} from "drizzle-orm/pg-core"; -// For now, export an empty object to allow the package to work -export {}; +export const jobs = pgTable("jobs", { + id: serial("id").primaryKey(), + title: text("title").notNull(), + location: text("location").notNull(), + remoteOk: boolean("remote_ok").notNull(), + salaryMin: integer("salary_min"), + salaryMax: integer("salary_max"), + description: text("description").notNull(), + company: text("company").notNull(), + jobBoardUrl: text("job_board_url"), + postingUrl: text("posting_url"), + isAtAStartup: boolean("is_at_a_startup"), + createdAt: timestamp("created_at").defaultNow().notNull(), + updatedAt: timestamp("updated_at").defaultNow().notNull(), +}); diff --git a/docker-compose.yml b/docker-compose.yml index 31dfd02..0c15b98 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -2,21 +2,28 @@ version: '3.8' services: postgres: - image: postgres:16-alpine - container_name: canadian-startup-jobs-db - restart: unless-stopped + image: postgres:16 + container_name: postgres_local + restart: always environment: - POSTGRES_USER: ${POSTGRES_USER:-postgres} - POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-postgres} - POSTGRES_DB: ${POSTGRES_DB:-canadian_startup_jobs} - PGDATA: /var/lib/postgresql/data/pgdata + POSTGRES_USER: postgres + POSTGRES_PASSWORD: postgres + POSTGRES_DB: canadian_startup_db + ports: + - "5433:5432" + volumes: + - pgdata:/var/lib/postgresql/data + + redis: + image: redis:7-alpine + container_name: canadian-startup-jobs-redis + restart: unless-stopped ports: - - "${POSTGRES_PORT:-5432}:5432" + - "${REDIS_PORT:-6379}:6379" volumes: - - postgres_data:/var/lib/postgresql/data - - ./db/init:/docker-entrypoint-initdb.d + - redis_data:/data healthcheck: - test: ["CMD-SHELL", "pg_isready -U ${POSTGRES_USER:-postgres} -d ${POSTGRES_DB:-canadian_startup_jobs}"] + test: ["CMD", "redis-cli", "ping"] interval: 10s timeout: 5s retries: 5 @@ -24,7 +31,8 @@ services: - canadian-startup-jobs-network volumes: - postgres_data: + pgdata: + redis_data: driver: local networks: diff --git a/test-db-connection.ps1 b/test-db-connection.ps1 new file mode 100644 index 0000000..3d70229 --- /dev/null +++ b/test-db-connection.ps1 @@ -0,0 +1,34 @@ +# Test PostgreSQL Connection Script +Write-Host "Testing PostgreSQL connection..." -ForegroundColor Cyan + +# Test 1: Check if port is accessible +Write-Host "`n1. Testing port accessibility..." -ForegroundColor Yellow +$portTest = Test-NetConnection -ComputerName localhost -Port 5432 -InformationLevel Quiet +if ($portTest) { + Write-Host " Port 5432 is accessible" -ForegroundColor Green +} else { + Write-Host " Port 5432 is NOT accessible" -ForegroundColor Red + exit 1 +} + +# Test 2: Test connection using docker exec +Write-Host "`n2. Testing connection from inside container..." -ForegroundColor Yellow +$testResult = docker exec canadian-startup-jobs-db sh -c "PGPASSWORD=password psql -h 127.0.0.1 -U postgres -d postgres -c 'SELECT version();' 2>&1" +if ($LASTEXITCODE -eq 0) { + Write-Host " Connection from inside container works" -ForegroundColor Green + $version = $testResult | Select-String 'PostgreSQL' + Write-Host " Database version: $version" -ForegroundColor Gray +} else { + Write-Host " Connection failed" -ForegroundColor Red + Write-Host " Error: $testResult" -ForegroundColor Red +} + +# Display connection information +Write-Host "`n3. Connection Information for pgAdmin:" -ForegroundColor Yellow +Write-Host " Host: 127.0.0.1" -ForegroundColor White +Write-Host " Port: 5432" -ForegroundColor White +Write-Host " Maintenance DB: postgres" -ForegroundColor White +Write-Host " Username: postgres" -ForegroundColor White +Write-Host " Password: password" -ForegroundColor White + +Write-Host "`nAll tests completed!" -ForegroundColor Green