Chrome Webstore Reviews Crawler
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Chrome Webstore Reviews Crawler
avemeva/chrome-webstore-reviews-crawler
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Scrape reviews from Chrome Web Store items, and get GPT summary.
.dockerignore
1# configurations
2.idea
3.vscode
4
5# crawlee and apify storage folders
6apify_storage
7crawlee_storage
8storage
9
10# installed files
11node_modules
12
13# git folder
14.git.editorconfig
1root = true
2
3[*]
4indent_style = space
5indent_size = 4
6charset = utf-8
7trim_trailing_whitespace = true
8insert_final_newline = true
9end_of_line = lf.eslintrc
1{
2 "root": true,
3 "env": {
4 "browser": true,
5 "es2020": true,
6 "node": true
7 },
8 "extends": [
9 "@apify/eslint-config-ts"
10 ],
11 "parserOptions": {
12 "project": "./tsconfig.json",
13 "ecmaVersion": 2020
14 },
15 "ignorePatterns": [
16 "node_modules",
17 "dist",
18 "**/*.d.ts"
19 ]
20}.gitignore
1# This file tells Git which files shouldn't be added to source control
2
3.DS_Store
4.idea
5.vscode
6dist
7node_modules
8apify_storage
9storage
10
11# Added by Apify CLI
12.venvpackage.json
1{
2 "name": "chrome-webstore-reviews-v3",
3 "version": "0.0.1",
4 "type": "module",
5 "description": "This is an example of an Apify actor.",
6 "engines": {
7 "node": ">=20.0.0"
8 },
9 "dependencies": {
10 "@apify/log": "^2.5.13",
11 "apify": "^3.2.6",
12 "camoufox-js": "^0.2.1",
13 "crawlee": "^3.11.5",
14 "date-fns": "^4.1.0",
15 "openai": "^4.86.2",
16 "playwright": "1.50.1"
17 },
18 "devDependencies": {
19 "@apify/eslint-config-ts": "^0.3.0",
20 "@apify/tsconfig": "^0.1.0",
21 "@typescript-eslint/eslint-plugin": "^7.18.0",
22 "@typescript-eslint/parser": "^7.18.0",
23 "eslint": "^8.50.0",
24 "tsx": "^4.6.2",
25 "typescript": "^5.3.3"
26 },
27 "scripts": {
28 "start": "npm run start:dev",
29 "start:prod": "node dist/main.js",
30 "start:dev": "tsx src/main.ts",
31 "build": "tsc",
32 "lint": "eslint ./src --ext .ts",
33 "lint:fix": "eslint ./src --ext .ts --fix",
34 "test": "echo \"Error: oops, the actor has no tests yet, sad!\" && exit 1",
35 "postinstall": "npx camoufox-js fetch"
36 },
37 "author": "It's not you it's me",
38 "license": "ISC",
39 "packageManager": "pnpm@9.15.5+sha512.845196026aab1cc3f098a0474b64dfbab2afe7a1b4e91dd86895d8e4aa32a7a6d03049e2d0ad770bbe4de023a7122fb68c1a1d6e0d033c7076085f9d5d4800d4"
40}pnpm-lock.yaml
1lockfileVersion: '9.0'
2
3settings:
4 autoInstallPeers: true
5 excludeLinksFromLockfile: false
6
7importers:
8
9 .:
10 dependencies:
11 '@apify/log':
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13 version: 2.5.13
14 apify:
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16 version: 3.3.2
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19 version: 0.2.1(encoding@0.1.13)
20 crawlee:
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22 version: 3.13.0(playwright@1.50.1)
23 date-fns:
24 specifier: ^4.1.0
25 version: 4.1.0
26 openai:
27 specifier: ^4.86.2
28 version: 4.86.2(encoding@0.1.13)(ws@8.18.1)
29 playwright:
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31 version: 1.50.1
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48 tsx:
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1331 follow-redirects@1.15.9:
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1347 form-data-encoder@4.0.2:
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1381 fsevents@2.3.3:
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1430 glob-parent@5.1.2:
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1440 deprecated: Glob versions prior to v9 are no longer supported
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1442 globals@13.24.0:
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1598 os: [win32]
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1632 deprecated: This module is not supported, and leaks memory. Do not use it. Check out lru-cache if you want a good and tested way to coalesce async requests by a key value, which is much more comprehensive and powerful.
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1634 inherits@2.0.4:
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1654 engines: {node: '>= 12'}
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1656 is-any-array@2.0.1:
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2018 ms@2.1.3:
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3628 aproba@2.0.0:
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3639 aria-query@5.3.2: {}
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3646 array-includes@3.1.8:
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3657 array.prototype.findlast@1.2.5:
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3666 array.prototype.findlastindex@1.2.5:
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3675 array.prototype.flat@1.3.3:
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3682 array.prototype.flatmap@1.3.3:
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3689 array.prototype.tosorted@1.1.4:
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3692 define-properties: 1.2.1
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3697 arraybuffer.prototype.slice@1.0.4:
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3707 ast-types-flow@0.0.8: {}
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3709 async-function@1.0.0: {}
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3711 async-retry@1.3.3:
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3715 asynckit@0.4.0: {}
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3717 available-typed-arrays@1.0.7:
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3723 axios@1.8.2:
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3726 form-data: 4.0.2
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3737 bindings@1.5.0:
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3741 bl@4.1.0:
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3747 boolbase@1.0.0: {}
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3754 brace-expansion@2.0.1:
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3762 browserslist@4.24.4:
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3800 cacheable-request@12.0.1:
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3810 call-bind-apply-helpers@1.0.2:
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3815 call-bind@1.0.8:
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3822 call-bound@1.0.4:
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3827 callsites@3.1.0: {}
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3829 callsites@4.2.0: {}
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3831 camoufox-js@0.2.1(encoding@0.1.13):
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3860 chalk@4.1.2:
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3865 chardet@0.7.0: {}
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3867 cheerio-select@2.1.0:
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3876 cheerio@1.0.0-rc.12:
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3886 chownr@1.1.4: {}
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3888 chownr@2.0.0: {}
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3890 clean-stack@2.2.0:
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3893 cli-cursor@3.1.0:
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3897 cli-spinners@2.9.2: {}
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3899 cli-width@3.0.0: {}
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3901 cli-width@4.1.0: {}
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3903 cliui@8.0.1:
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3909 clone@1.0.4: {}
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3911 color-convert@2.0.1:
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3915 color-name@1.1.4: {}
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3917 color-support@1.1.3:
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3924 commander@13.1.0: {}
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3926 concat-map@0.0.1: {}
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3928 confusing-browser-globals@1.0.11: {}
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3930 console-control-strings@1.1.0:
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3932
3933 content-type@1.0.5: {}
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3935 crawlee@3.13.0(playwright@1.50.1):
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3938 '@crawlee/browser': 3.13.0(playwright@1.50.1)
3939 '@crawlee/browser-pool': 3.13.0(playwright@1.50.1)
3940 '@crawlee/cheerio': 3.13.0
3941 '@crawlee/cli': 3.13.0
3942 '@crawlee/core': 3.13.0
3943 '@crawlee/http': 3.13.0
3944 '@crawlee/jsdom': 3.13.0
3945 '@crawlee/linkedom': 3.13.0
3946 '@crawlee/playwright': 3.13.0(playwright@1.50.1)
3947 '@crawlee/puppeteer': 3.13.0(playwright@1.50.1)
3948 '@crawlee/utils': 3.13.0
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3950 tslib: 2.8.1
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3953 transitivePeerDependencies:
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3955 - canvas
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3959 cross-spawn@7.0.6:
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3962 shebang-command: 2.0.0
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3965 css-select@5.1.0:
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3969 domhandler: 5.0.3
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3973 css-what@6.1.0: {}
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3975 cssom@0.5.0: {}
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3977 cssstyle@4.3.0:
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3982 csv-stringify@6.5.2: {}
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3984 damerau-levenshtein@1.0.8: {}
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3986 data-urls@5.0.0:
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3989 whatwg-url: 14.1.1
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3991 data-view-buffer@1.0.2:
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3994 es-errors: 1.3.0
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3997 data-view-byte-length@1.0.2:
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4003 data-view-byte-offset@1.0.1:
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4009 date-fns@4.1.0: {}
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4011 debug@3.2.7:
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4014
4015 debug@4.4.0:
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4019 decimal.js@10.5.0: {}
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4021 decompress-response@6.0.0:
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4025 deep-extend@0.6.0: {}
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4027 deep-is@0.1.4: {}
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4029 defaults@1.0.4:
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4033 defer-to-connect@2.0.1: {}
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4035 define-data-property@1.1.4:
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4041 define-properties@1.2.1:
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4047 delayed-stream@1.0.0: {}
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4049 delegates@1.0.0:
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4052 detect-europe-js@0.1.2: {}
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4054 detect-libc@2.0.3: {}
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4056 devtools-protocol@0.0.1429850: {}
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4058 dir-glob@3.0.1:
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4062 doctrine@2.1.0:
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4065
4066 doctrine@3.0.0:
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4068 esutils: 2.0.3
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4070 dom-serializer@2.0.0:
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4076 domelementtype@2.3.0: {}
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4078 domhandler@5.0.3:
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4082 domutils@3.2.2:
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4088 dot-prop@6.0.1:
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4091
4092 dot-prop@7.2.0:
4093 dependencies:
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4096 dunder-proto@1.0.1:
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4099 es-errors: 1.3.0
4100 gopd: 1.2.0
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4102 duplexer@0.1.2: {}
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4104 electron-to-chromium@1.5.114: {}
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4106 emoji-regex@8.0.0: {}
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4108 emoji-regex@9.2.2: {}
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4110 encoding@0.1.13:
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4113 optional: true
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4115 end-of-stream@1.4.4:
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4119 enhanced-resolve@5.18.1:
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4122 tapable: 2.2.1
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4124 entities@4.5.0: {}
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4126 entities@6.0.0: {}
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4128 env-paths@2.2.1:
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4131 err-code@2.0.3:
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4134 es-abstract@1.23.9:
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4137 arraybuffer.prototype.slice: 1.0.4
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4139 call-bind: 1.0.8
4140 call-bound: 1.0.4
4141 data-view-buffer: 1.0.2
4142 data-view-byte-length: 1.0.2
4143 data-view-byte-offset: 1.0.1
4144 es-define-property: 1.0.1
4145 es-errors: 1.3.0
4146 es-object-atoms: 1.1.1
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4148 es-to-primitive: 1.3.0
4149 function.prototype.name: 1.1.8
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4151 get-proto: 1.0.1
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4158 hasown: 2.0.2
4159 internal-slot: 1.1.0
4160 is-array-buffer: 3.0.5
4161 is-callable: 1.2.7
4162 is-data-view: 1.0.2
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4169 object-inspect: 1.13.4
4170 object-keys: 1.1.1
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4188 es-define-property@1.0.1: {}
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4190 es-errors@1.3.0: {}
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4211 es-object-atoms@1.1.1:
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4215 es-set-tostringtag@2.1.0:
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4225
4226 es-to-primitive@1.3.0:
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4230 is-symbol: 1.1.1
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4232 esbuild@0.25.1:
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4260 escalade@3.2.0: {}
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4262 escape-string-regexp@1.0.5: {}
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4264 escape-string-regexp@4.0.0: {}
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4266 eslint-config-airbnb-base@15.0.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.18.0(eslint@8.57.1)(typescript@5.8.2))(eslint-import-resolver-typescript@3.8.3(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.18.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1))(eslint@8.57.1))(eslint@8.57.1))(eslint@8.57.1):
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4271 object.assign: 4.1.7
4272 object.entries: 1.1.8
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5381 ml-array-min@1.2.3:
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5395 ml-matrix@6.12.0:
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5543 ora@5.4.1:
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5555 os-tmpdir@1.0.2: {}
5556
5557 ow@0.28.2:
5558 dependencies:
5559 '@sindresorhus/is': 4.6.0
5560 callsites: 3.1.0
5561 dot-prop: 6.0.1
5562 lodash.isequal: 4.5.0
5563 vali-date: 1.0.0
5564
5565 ow@1.1.1:
5566 dependencies:
5567 '@sindresorhus/is': 5.6.0
5568 callsites: 4.2.0
5569 dot-prop: 7.2.0
5570 lodash.isequal: 4.5.0
5571 vali-date: 1.0.0
5572
5573 own-keys@1.0.1:
5574 dependencies:
5575 get-intrinsic: 1.3.0
5576 object-keys: 1.1.1
5577 safe-push-apply: 1.0.0
5578
5579 p-cancelable@4.0.1: {}
5580
5581 p-limit@2.3.0:
5582 dependencies:
5583 p-try: 2.2.0
5584
5585 p-limit@3.1.0:
5586 dependencies:
5587 yocto-queue: 0.1.0
5588
5589 p-locate@4.1.0:
5590 dependencies:
5591 p-limit: 2.3.0
5592
5593 p-locate@5.0.0:
5594 dependencies:
5595 p-limit: 3.1.0
5596
5597 p-map@4.0.0:
5598 dependencies:
5599 aggregate-error: 3.1.0
5600 optional: true
5601
5602 p-try@2.2.0: {}
5603
5604 parent-module@1.0.1:
5605 dependencies:
5606 callsites: 3.1.0
5607
5608 parent-require@1.0.0: {}
5609
5610 parse5-htmlparser2-tree-adapter@7.1.0:
5611 dependencies:
5612 domhandler: 5.0.3
5613 parse5: 7.2.1
5614
5615 parse5@7.2.1:
5616 dependencies:
5617 entities: 4.5.0
5618
5619 path-exists@4.0.0: {}
5620
5621 path-is-absolute@1.0.1: {}
5622
5623 path-key@3.1.1: {}
5624
5625 path-parse@1.0.7: {}
5626
5627 path-type@4.0.0: {}
5628
5629 pause-stream@0.0.11:
5630 dependencies:
5631 through: 2.3.8
5632
5633 peek-readable@7.0.0: {}
5634
5635 picocolors@1.1.1: {}
5636
5637 picomatch@2.3.1: {}
5638
5639 picomatch@4.0.2: {}
5640
5641 pkg-dir@4.2.0:
5642 dependencies:
5643 find-up: 4.1.0
5644
5645 playwright-core@1.50.1: {}
5646
5647 playwright@1.50.1:
5648 dependencies:
5649 playwright-core: 1.50.1
5650 optionalDependencies:
5651 fsevents: 2.3.2
5652
5653 possible-typed-array-names@1.1.0: {}
5654
5655 prebuild-install@7.1.3:
5656 dependencies:
5657 detect-libc: 2.0.3
5658 expand-template: 2.0.3
5659 github-from-package: 0.0.0
5660 minimist: 1.2.8
5661 mkdirp-classic: 0.5.3
5662 napi-build-utils: 2.0.0
5663 node-abi: 3.74.0
5664 pump: 3.0.2
5665 rc: 1.2.8
5666 simple-get: 4.0.1
5667 tar-fs: 2.1.2
5668 tunnel-agent: 0.6.0
5669
5670 prelude-ls@1.2.1: {}
5671
5672 progress@2.0.3: {}
5673
5674 promise-inflight@1.0.1:
5675 optional: true
5676
5677 promise-retry@2.0.1:
5678 dependencies:
5679 err-code: 2.0.3
5680 retry: 0.12.0
5681 optional: true
5682
5683 prop-types@15.8.1:
5684 dependencies:
5685 loose-envify: 1.4.0
5686 object-assign: 4.1.1
5687 react-is: 16.13.1
5688
5689 proper-lockfile@4.1.2:
5690 dependencies:
5691 graceful-fs: 4.2.11
5692 retry: 0.12.0
5693 signal-exit: 3.0.7
5694
5695 proxy-chain@2.5.7:
5696 dependencies:
5697 socks: 2.8.4
5698 socks-proxy-agent: 8.0.5
5699 tslib: 2.8.1
5700 transitivePeerDependencies:
5701 - supports-color
5702
5703 proxy-from-env@1.1.0: {}
5704
5705 pump@3.0.2:
5706 dependencies:
5707 end-of-stream: 1.4.4
5708 once: 1.4.0
5709
5710 punycode@2.3.1: {}
5711
5712 queue-microtask@1.2.3: {}
5713
5714 quick-lru@5.1.1: {}
5715
5716 quick-lru@7.0.0: {}
5717
5718 rc@1.2.8:
5719 dependencies:
5720 deep-extend: 0.6.0
5721 ini: 1.3.8
5722 minimist: 1.2.8
5723 strip-json-comments: 2.0.1
5724
5725 react-is@16.13.1: {}
5726
5727 readable-stream@3.6.2:
5728 dependencies:
5729 inherits: 2.0.4
5730 string_decoder: 1.3.0
5731 util-deprecate: 1.0.2
5732
5733 reflect.getprototypeof@1.0.10:
5734 dependencies:
5735 call-bind: 1.0.8
5736 define-properties: 1.2.1
5737 es-abstract: 1.23.9
5738 es-errors: 1.3.0
5739 es-object-atoms: 1.1.1
5740 get-intrinsic: 1.3.0
5741 get-proto: 1.0.1
5742 which-builtin-type: 1.2.1
5743
5744 regexp.prototype.flags@1.5.4:
5745 dependencies:
5746 call-bind: 1.0.8
5747 define-properties: 1.2.1
5748 es-errors: 1.3.0
5749 get-proto: 1.0.1
5750 gopd: 1.2.0
5751 set-function-name: 2.0.2
5752
5753 require-directory@2.1.1: {}
5754
5755 resolve-alpn@1.2.1: {}
5756
5757 resolve-cwd@3.0.0:
5758 dependencies:
5759 resolve-from: 5.0.0
5760
5761 resolve-from@4.0.0: {}
5762
5763 resolve-from@5.0.0: {}
5764
5765 resolve-pkg-maps@1.0.0: {}
5766
5767 resolve@1.22.10:
5768 dependencies:
5769 is-core-module: 2.16.1
5770 path-parse: 1.0.7
5771 supports-preserve-symlinks-flag: 1.0.0
5772
5773 resolve@2.0.0-next.5:
5774 dependencies:
5775 is-core-module: 2.16.1
5776 path-parse: 1.0.7
5777 supports-preserve-symlinks-flag: 1.0.0
5778
5779 responselike@3.0.0:
5780 dependencies:
5781 lowercase-keys: 3.0.0
5782
5783 restore-cursor@3.1.0:
5784 dependencies:
5785 onetime: 5.1.2
5786 signal-exit: 3.0.7
5787
5788 retry@0.12.0: {}
5789
5790 retry@0.13.1: {}
5791
5792 reusify@1.1.0: {}
5793
5794 rimraf@3.0.2:
5795 dependencies:
5796 glob: 7.2.3
5797
5798 robots-parser@3.0.1: {}
5799
5800 rrweb-cssom@0.8.0: {}
5801
5802 run-async@2.4.1: {}
5803
5804 run-async@3.0.0: {}
5805
5806 run-parallel@1.2.0:
5807 dependencies:
5808 queue-microtask: 1.2.3
5809
5810 rxjs@7.8.2:
5811 dependencies:
5812 tslib: 2.8.1
5813
5814 safe-array-concat@1.1.3:
5815 dependencies:
5816 call-bind: 1.0.8
5817 call-bound: 1.0.4
5818 get-intrinsic: 1.3.0
5819 has-symbols: 1.1.0
5820 isarray: 2.0.5
5821
5822 safe-buffer@5.2.1: {}
5823
5824 safe-push-apply@1.0.0:
5825 dependencies:
5826 es-errors: 1.3.0
5827 isarray: 2.0.5
5828
5829 safe-regex-test@1.1.0:
5830 dependencies:
5831 call-bound: 1.0.4
5832 es-errors: 1.3.0
5833 is-regex: 1.2.1
5834
5835 safer-buffer@2.1.2: {}
5836
5837 sax@1.4.1: {}
5838
5839 saxes@6.0.0:
5840 dependencies:
5841 xmlchars: 2.2.0
5842
5843 semver@6.3.1: {}
5844
5845 semver@7.7.1: {}
5846
5847 set-blocking@2.0.0:
5848 optional: true
5849
5850 set-function-length@1.2.2:
5851 dependencies:
5852 define-data-property: 1.1.4
5853 es-errors: 1.3.0
5854 function-bind: 1.1.2
5855 get-intrinsic: 1.3.0
5856 gopd: 1.2.0
5857 has-property-descriptors: 1.0.2
5858
5859 set-function-name@2.0.2:
5860 dependencies:
5861 define-data-property: 1.1.4
5862 es-errors: 1.3.0
5863 functions-have-names: 1.2.3
5864 has-property-descriptors: 1.0.2
5865
5866 set-proto@1.0.0:
5867 dependencies:
5868 dunder-proto: 1.0.1
5869 es-errors: 1.3.0
5870 es-object-atoms: 1.1.1
5871
5872 shebang-command@2.0.0:
5873 dependencies:
5874 shebang-regex: 3.0.0
5875
5876 shebang-regex@3.0.0: {}
5877
5878 side-channel-list@1.0.0:
5879 dependencies:
5880 es-errors: 1.3.0
5881 object-inspect: 1.13.4
5882
5883 side-channel-map@1.0.1:
5884 dependencies:
5885 call-bound: 1.0.4
5886 es-errors: 1.3.0
5887 get-intrinsic: 1.3.0
5888 object-inspect: 1.13.4
5889
5890 side-channel-weakmap@1.0.2:
5891 dependencies:
5892 call-bound: 1.0.4
5893 es-errors: 1.3.0
5894 get-intrinsic: 1.3.0
5895 object-inspect: 1.13.4
5896 side-channel-map: 1.0.1
5897
5898 side-channel@1.1.0:
5899 dependencies:
5900 es-errors: 1.3.0
5901 object-inspect: 1.13.4
5902 side-channel-list: 1.0.0
5903 side-channel-map: 1.0.1
5904 side-channel-weakmap: 1.0.2
5905
5906 signal-exit@3.0.7: {}
5907
5908 simple-concat@1.0.1: {}
5909
5910 simple-get@4.0.1:
5911 dependencies:
5912 decompress-response: 6.0.0
5913 once: 1.4.0
5914 simple-concat: 1.0.1
5915
5916 slash@3.0.0: {}
5917
5918 smart-buffer@4.2.0: {}
5919
5920 socks-proxy-agent@6.2.1:
5921 dependencies:
5922 agent-base: 6.0.2
5923 debug: 4.4.0
5924 socks: 2.8.4
5925 transitivePeerDependencies:
5926 - supports-color
5927 optional: true
5928
5929 socks-proxy-agent@8.0.5:
5930 dependencies:
5931 agent-base: 7.1.3
5932 debug: 4.4.0
5933 socks: 2.8.4
5934 transitivePeerDependencies:
5935 - supports-color
5936
5937 socks@2.8.4:
5938 dependencies:
5939 ip-address: 9.0.5
5940 smart-buffer: 4.2.0
5941
5942 split@0.3.3:
5943 dependencies:
5944 through: 2.3.8
5945
5946 sprintf-js@1.1.3: {}
5947
5948 sqlite3@5.1.7:
5949 dependencies:
5950 bindings: 1.5.0
5951 node-addon-api: 7.1.1
5952 prebuild-install: 7.1.3
5953 tar: 6.2.1
5954 optionalDependencies:
5955 node-gyp: 8.4.1
5956 transitivePeerDependencies:
5957 - bluebird
5958 - supports-color
5959
5960 ssri@8.0.1:
5961 dependencies:
5962 minipass: 3.3.6
5963 optional: true
5964
5965 stable-hash@0.0.4: {}
5966
5967 stream-chain@2.2.5: {}
5968
5969 stream-combiner@0.0.4:
5970 dependencies:
5971 duplexer: 0.1.2
5972
5973 stream-json@1.9.1:
5974 dependencies:
5975 stream-chain: 2.2.5
5976
5977 string-comparison@1.3.0: {}
5978
5979 string-width@4.2.3:
5980 dependencies:
5981 emoji-regex: 8.0.0
5982 is-fullwidth-code-point: 3.0.0
5983 strip-ansi: 6.0.1
5984
5985 string.prototype.includes@2.0.1:
5986 dependencies:
5987 call-bind: 1.0.8
5988 define-properties: 1.2.1
5989 es-abstract: 1.23.9
5990
5991 string.prototype.matchall@4.0.12:
5992 dependencies:
5993 call-bind: 1.0.8
5994 call-bound: 1.0.4
5995 define-properties: 1.2.1
5996 es-abstract: 1.23.9
5997 es-errors: 1.3.0
5998 es-object-atoms: 1.1.1
5999 get-intrinsic: 1.3.0
6000 gopd: 1.2.0
6001 has-symbols: 1.1.0
6002 internal-slot: 1.1.0
6003 regexp.prototype.flags: 1.5.4
6004 set-function-name: 2.0.2
6005 side-channel: 1.1.0
6006
6007 string.prototype.repeat@1.0.0:
6008 dependencies:
6009 define-properties: 1.2.1
6010 es-abstract: 1.23.9
6011
6012 string.prototype.trim@1.2.10:
6013 dependencies:
6014 call-bind: 1.0.8
6015 call-bound: 1.0.4
6016 define-data-property: 1.1.4
6017 define-properties: 1.2.1
6018 es-abstract: 1.23.9
6019 es-object-atoms: 1.1.1
6020 has-property-descriptors: 1.0.2
6021
6022 string.prototype.trimend@1.0.9:
6023 dependencies:
6024 call-bind: 1.0.8
6025 call-bound: 1.0.4
6026 define-properties: 1.2.1
6027 es-object-atoms: 1.1.1
6028
6029 string.prototype.trimstart@1.0.8:
6030 dependencies:
6031 call-bind: 1.0.8
6032 define-properties: 1.2.1
6033 es-object-atoms: 1.1.1
6034
6035 string_decoder@1.3.0:
6036 dependencies:
6037 safe-buffer: 5.2.1
6038
6039 strip-ansi@3.0.1:
6040 dependencies:
6041 ansi-regex: 2.1.1
6042
6043 strip-ansi@6.0.1:
6044 dependencies:
6045 ansi-regex: 5.0.1
6046
6047 strip-bom@3.0.0: {}
6048
6049 strip-json-comments@2.0.1: {}
6050
6051 strip-json-comments@3.1.1: {}
6052
6053 strtok3@10.2.2:
6054 dependencies:
6055 '@tokenizer/token': 0.3.0
6056 peek-readable: 7.0.0
6057
6058 supports-color@2.0.0: {}
6059
6060 supports-color@7.2.0:
6061 dependencies:
6062 has-flag: 4.0.0
6063
6064 supports-preserve-symlinks-flag@1.0.0: {}
6065
6066 symbol-tree@3.2.4: {}
6067
6068 tapable@2.2.1: {}
6069
6070 tar-fs@2.1.2:
6071 dependencies:
6072 chownr: 1.1.4
6073 mkdirp-classic: 0.5.3
6074 pump: 3.0.2
6075 tar-stream: 2.2.0
6076
6077 tar-stream@2.2.0:
6078 dependencies:
6079 bl: 4.1.0
6080 end-of-stream: 1.4.4
6081 fs-constants: 1.0.0
6082 inherits: 2.0.4
6083 readable-stream: 3.6.2
6084
6085 tar@6.2.1:
6086 dependencies:
6087 chownr: 2.0.0
6088 fs-minipass: 2.1.0
6089 minipass: 5.0.0
6090 minizlib: 2.1.2
6091 mkdirp: 1.0.4
6092 yallist: 4.0.0
6093
6094 text-table@0.2.0: {}
6095
6096 through@2.3.8: {}
6097
6098 tiny-lru@11.2.11: {}
6099
6100 tiny-typed-emitter@2.1.0: {}
6101
6102 tinyglobby@0.2.12:
6103 dependencies:
6104 fdir: 6.4.3(picomatch@4.0.2)
6105 picomatch: 4.0.2
6106
6107 tldts-core@6.1.84: {}
6108
6109 tldts@6.1.84:
6110 dependencies:
6111 tldts-core: 6.1.84
6112
6113 tmp@0.0.33:
6114 dependencies:
6115 os-tmpdir: 1.0.2
6116
6117 to-regex-range@5.0.1:
6118 dependencies:
6119 is-number: 7.0.0
6120
6121 token-types@6.0.0:
6122 dependencies:
6123 '@tokenizer/token': 0.3.0
6124 ieee754: 1.2.1
6125
6126 tough-cookie@5.1.2:
6127 dependencies:
6128 tldts: 6.1.84
6129
6130 tr46@0.0.3: {}
6131
6132 tr46@5.0.0:
6133 dependencies:
6134 punycode: 2.3.1
6135
6136 ts-api-utils@1.4.3(typescript@5.8.2):
6137 dependencies:
6138 typescript: 5.8.2
6139
6140 tsconfig-paths@3.15.0:
6141 dependencies:
6142 '@types/json5': 0.0.29
6143 json5: 1.0.2
6144 minimist: 1.2.8
6145 strip-bom: 3.0.0
6146
6147 tslib@2.8.1: {}
6148
6149 tsx@4.19.3:
6150 dependencies:
6151 esbuild: 0.25.1
6152 get-tsconfig: 4.10.0
6153 optionalDependencies:
6154 fsevents: 2.3.3
6155
6156 tunnel-agent@0.6.0:
6157 dependencies:
6158 safe-buffer: 5.2.1
6159
6160 type-check@0.4.0:
6161 dependencies:
6162 prelude-ls: 1.2.1
6163
6164 type-fest@0.20.2: {}
6165
6166 type-fest@0.21.3: {}
6167
6168 type-fest@2.19.0: {}
6169
6170 type-fest@4.37.0: {}
6171
6172 typed-array-buffer@1.0.3:
6173 dependencies:
6174 call-bound: 1.0.4
6175 es-errors: 1.3.0
6176 is-typed-array: 1.1.15
6177
6178 typed-array-byte-length@1.0.3:
6179 dependencies:
6180 call-bind: 1.0.8
6181 for-each: 0.3.5
6182 gopd: 1.2.0
6183 has-proto: 1.2.0
6184 is-typed-array: 1.1.15
6185
6186 typed-array-byte-offset@1.0.4:
6187 dependencies:
6188 available-typed-arrays: 1.0.7
6189 call-bind: 1.0.8
6190 for-each: 0.3.5
6191 gopd: 1.2.0
6192 has-proto: 1.2.0
6193 is-typed-array: 1.1.15
6194 reflect.getprototypeof: 1.0.10
6195
6196 typed-array-length@1.0.7:
6197 dependencies:
6198 call-bind: 1.0.8
6199 for-each: 0.3.5
6200 gopd: 1.2.0
6201 is-typed-array: 1.1.15
6202 possible-typed-array-names: 1.1.0
6203 reflect.getprototypeof: 1.0.10
6204
6205 typescript@5.8.2: {}
6206
6207 ua-is-frozen@0.1.2: {}
6208
6209 ua-parser-js@2.0.2(encoding@0.1.13):
6210 dependencies:
6211 '@types/node-fetch': 2.6.12
6212 detect-europe-js: 0.1.2
6213 is-standalone-pwa: 0.1.1
6214 node-fetch: 2.7.0(encoding@0.1.13)
6215 ua-is-frozen: 0.1.2
6216 transitivePeerDependencies:
6217 - encoding
6218
6219 uhyphen@0.2.0: {}
6220
6221 uint8array-extras@1.4.0: {}
6222
6223 unbox-primitive@1.1.0:
6224 dependencies:
6225 call-bound: 1.0.4
6226 has-bigints: 1.1.0
6227 has-symbols: 1.1.0
6228 which-boxed-primitive: 1.1.1
6229
6230 undici-types@5.26.5: {}
6231
6232 undici-types@6.20.0: {}
6233
6234 unique-filename@1.1.1:
6235 dependencies:
6236 unique-slug: 2.0.2
6237 optional: true
6238
6239 unique-slug@2.0.2:
6240 dependencies:
6241 imurmurhash: 0.1.4
6242 optional: true
6243
6244 universalify@2.0.1: {}
6245
6246 update-browserslist-db@1.1.3(browserslist@4.24.4):
6247 dependencies:
6248 browserslist: 4.24.4
6249 escalade: 3.2.0
6250 picocolors: 1.1.1
6251
6252 uri-js@4.4.1:
6253 dependencies:
6254 punycode: 2.3.1
6255
6256 util-deprecate@1.0.2: {}
6257
6258 vali-date@1.0.0: {}
6259
6260 w3c-xmlserializer@5.0.0:
6261 dependencies:
6262 xml-name-validator: 5.0.0
6263
6264 wcwidth@1.0.1:
6265 dependencies:
6266 defaults: 1.0.4
6267
6268 web-streams-polyfill@4.0.0-beta.3: {}
6269
6270 webidl-conversions@3.0.1: {}
6271
6272 webidl-conversions@7.0.0: {}
6273
6274 whatwg-encoding@3.1.1:
6275 dependencies:
6276 iconv-lite: 0.6.3
6277
6278 whatwg-mimetype@4.0.0: {}
6279
6280 whatwg-url@14.1.1:
6281 dependencies:
6282 tr46: 5.0.0
6283 webidl-conversions: 7.0.0
6284
6285 whatwg-url@5.0.0:
6286 dependencies:
6287 tr46: 0.0.3
6288 webidl-conversions: 3.0.1
6289
6290 which-boxed-primitive@1.1.1:
6291 dependencies:
6292 is-bigint: 1.1.0
6293 is-boolean-object: 1.2.2
6294 is-number-object: 1.1.1
6295 is-string: 1.1.1
6296 is-symbol: 1.1.1
6297
6298 which-builtin-type@1.2.1:
6299 dependencies:
6300 call-bound: 1.0.4
6301 function.prototype.name: 1.1.8
6302 has-tostringtag: 1.0.2
6303 is-async-function: 2.1.1
6304 is-date-object: 1.1.0
6305 is-finalizationregistry: 1.1.1
6306 is-generator-function: 1.1.0
6307 is-regex: 1.2.1
6308 is-weakref: 1.1.1
6309 isarray: 2.0.5
6310 which-boxed-primitive: 1.1.1
6311 which-collection: 1.0.2
6312 which-typed-array: 1.1.19
6313
6314 which-collection@1.0.2:
6315 dependencies:
6316 is-map: 2.0.3
6317 is-set: 2.0.3
6318 is-weakmap: 2.0.2
6319 is-weakset: 2.0.4
6320
6321 which-typed-array@1.1.19:
6322 dependencies:
6323 available-typed-arrays: 1.0.7
6324 call-bind: 1.0.8
6325 call-bound: 1.0.4
6326 for-each: 0.3.5
6327 get-proto: 1.0.1
6328 gopd: 1.2.0
6329 has-tostringtag: 1.0.2
6330
6331 which@2.0.2:
6332 dependencies:
6333 isexe: 2.0.0
6334
6335 wide-align@1.1.5:
6336 dependencies:
6337 string-width: 4.2.3
6338 optional: true
6339
6340 word-wrap@1.2.5: {}
6341
6342 wrap-ansi@6.2.0:
6343 dependencies:
6344 ansi-styles: 4.3.0
6345 string-width: 4.2.3
6346 strip-ansi: 6.0.1
6347
6348 wrap-ansi@7.0.0:
6349 dependencies:
6350 ansi-styles: 4.3.0
6351 string-width: 4.2.3
6352 strip-ansi: 6.0.1
6353
6354 wrappy@1.0.2: {}
6355
6356 ws@8.18.1: {}
6357
6358 xml-name-validator@5.0.0: {}
6359
6360 xml2js@0.6.2:
6361 dependencies:
6362 sax: 1.4.1
6363 xmlbuilder: 11.0.1
6364
6365 xmlbuilder@11.0.1: {}
6366
6367 xmlchars@2.2.0: {}
6368
6369 y18n@5.0.8: {}
6370
6371 yallist@4.0.0: {}
6372
6373 yargonaut@1.1.4:
6374 dependencies:
6375 chalk: 1.1.3
6376 figlet: 1.8.0
6377 parent-require: 1.0.0
6378
6379 yargs-parser@21.1.1: {}
6380
6381 yargs@17.7.2:
6382 dependencies:
6383 cliui: 8.0.1
6384 escalade: 3.2.0
6385 get-caller-file: 2.0.5
6386 require-directory: 2.1.1
6387 string-width: 4.2.3
6388 y18n: 5.0.8
6389 yargs-parser: 21.1.1
6390
6391 yocto-queue@0.1.0: {}
6392
6393 yoctocolors-cjs@2.1.2: {}tsconfig.json
1{
2 "extends": "@apify/tsconfig",
3 "compilerOptions": {
4 "module": "NodeNext",
5 "moduleResolution": "NodeNext",
6 "target": "ES2022",
7 "outDir": "dist",
8 "noUnusedLocals": false,
9 "skipLibCheck": true,
10 "lib": ["DOM"]
11 },
12 "include": [
13 "./src/**/*"
14 ]
15}.actor/Dockerfile
1# Specify the base Docker image. You can read more about
2# the available images at https://crawlee.dev/docs/guides/docker-images
3# You can also use any other image from Docker Hub.
4FROM apify/actor-node-playwright-chrome:20-1.50.1 AS builder
5
6# Check preinstalled packages
7RUN npm ls crawlee apify puppeteer playwright
8
9# Copy just package.json and package-lock.json
10# to speed up the build using Docker layer cache.
11COPY package*.json ./
12
13# Install all dependencies. Don't audit to speed up the installation.
14RUN npm install --include=dev --audit=false
15
16# Next, copy the source files using the user set
17# in the base image.
18COPY . ./
19
20# Install all dependencies and build the project.
21# Don't audit to speed up the installation.
22RUN npm run build
23
24# Create final image
25FROM apify/actor-node-playwright-chrome:20-1.50.1
26
27# Check preinstalled packages
28RUN npm ls crawlee apify puppeteer playwright
29
30# Copy just package.json and package-lock.json
31# to speed up the build using Docker layer cache.
32COPY package*.json ./
33
34# Ensure we'll install Camoufox using the npm postinstall script
35ENV PLAYWRIGHT_SKIP_BROWSER_DOWNLOAD=0
36# Install NPM packages, skip optional and development dependencies to
37# keep the image small. Avoid logging too much and print the dependency
38# tree for debugging
39RUN npm --quiet set progress=false \
40 && npm install --omit=dev \
41 && echo "Installed NPM packages:" \
42 && (npm list --omit=dev --all || true) \
43 && echo "Node.js version:" \
44 && node --version \
45 && echo "NPM version:" \
46 && npm --version \
47 && rm -r ~/.npm
48
49# Copy built JS files from builder image
50COPY /home/myuser/dist ./dist
51
52# Next, copy the remaining files and directories with the source code.
53# Since we do this after NPM install, quick build will be really fast
54# for most source file changes.
55COPY . ./
56
57
58# Run the image. If you know you won't need headful browsers,
59# you can remove the XVFB start script for a micro perf gain.
60CMD ./start_xvfb_and_run_cmd.sh && npm run start:prod --silent.actor/actor.json
1{
2 "actorSpecification": 1,
3 "name": "chrome-webstore-reviews-crawler",
4 "title": "Chrome Web Store Reviews Crawler + GPT Summary",
5 "description": "Scrape reviews from Chrome Web Store items and get GPT summary",
6 "minMemoryMbytes": 4096,
7 "maxMemoryMbytes": 8192,
8 "version": "1.0",
9 "input": "./input_schema.json",
10 "storages": {
11 "dataset": "./dataset_schema.json"
12 },
13 "dockerfile": "./Dockerfile",
14 "environmentVariables": {
15 "OPENAI_API_KEY": "@OPENAI_API_KEY"
16 }
17}.actor/dataset_schema.json
1{
2 "actorSpecification": 1,
3 "views": {
4 "Reviews": {
5 "title": "Reviews",
6 "transformation": {
7 "omit": [
8 "gpt"
9 ],
10 "unwind": [
11 "reviews"
12 ]
13 },
14 "display": {
15 "component": "table",
16 "properties": {
17 "date": {
18 "label": "Date",
19 "format": "date"
20 },
21 "text": {
22 "label": "Text",
23 "format": "text"
24 },
25 "person": {
26 "label": "Reviewer",
27 "format": "text"
28 },
29 "rating": {
30 "label": "Rating",
31 "format": "number"
32 }
33 }
34 }
35 },
36 "GPT": {
37 "title": "GPT",
38 "transformation": {
39 "omit": [
40 "reviews"
41 ],
42 "unwind": [
43 "gpt"
44 ]
45 },
46 "display": {
47 "component": "table",
48 "properties": {
49 "summary": {
50 "label": "Summary",
51 "format": "text"
52 },
53 "category": {
54 "label": "Category",
55 "format": "text"
56 }
57 }
58 }
59 }
60 }
61}.actor/input_schema.json
1{
2 "title": "Chrome Web Store Reviews Crawler + GPT Summary",
3 "type": "object",
4 "schemaVersion": 1,
5 "properties": {
6 "extensionIDs": {
7 "title": "Chrome Webstore Item IDs",
8 "type": "array",
9 "description": "Extract ID from the link https://chromewebstore.google.com/detail/math-ai/[EXTENSION-ID], and put it in the input field.",
10 "editor": "stringList",
11 "prefill": [
12 "aomkpefnllinimbhddlfhelelngakbbn"
13 ]
14 }
15 },
16 "required": [
17 "extensionIDs"
18 ]
19}images/time.png
src/main.ts
1// For more information, see https://docs.apify.com/sdk/js
2import { Actor } from 'apify';
3// For more information, see https://crawlee.dev
4import { PlaywrightCrawler } from 'crawlee';
5// this is ESM project, and as such, it requires you to specify extensions in your relative imports
6// read more about this here: https://nodejs.org/docs/latest-v18.x/api/esm.html#mandatory-file-extensions
7// note that we need to use `.js` even when inside TS files
8import { firefox } from 'playwright';
9import { launchOptions as camoufoxLaunchOptions } from 'camoufox-js';
10import log from '@apify/log';
11import { router } from './router.js';
12import { summarise } from './summarise.js';
13
14interface Input {
15 extensionIDs: string[];
16}
17
18function convertIdsToUrls(ids: string[]): string[] {
19 return ids.map((id) => `https://chromewebstore.google.com/detail/${id}/reviews?hl=en`);
20}
21
22await Actor.main(async () => {
23 // Structure of input is defined in input_schema.json
24 const {
25 extensionIDs = [],
26 } = await Actor.getInput<Input>() ?? {} as Input;
27
28 const proxyConfiguration = await Actor.createProxyConfiguration();
29
30 const crawler = new PlaywrightCrawler({
31 proxyConfiguration,
32 maxRequestsPerCrawl: 5,
33 requestHandler: router,
34 requestHandlerTimeoutSecs: 10000,
35 launchContext: {
36 launcher: firefox,
37 launchOptions: await camoufoxLaunchOptions({
38 headless: true,
39 }),
40 },
41 });
42
43 const crawlUrls = convertIdsToUrls(extensionIDs);
44 log.info('Input Chrome Extensions URLs:');
45 crawlUrls.forEach((url, index) => {
46 log.info(`${index + 1}: ${url}`);
47 });
48
49 await crawler.run(crawlUrls);
50
51 const dataset = await Actor.openDataset();
52 const data = await dataset.getData();
53
54 log.info('Creating summary with GPT...');
55 // @ts-expect-error we put [{"reviews: ...."}] but it doesn't matter, since it will be stringified
56 const response = await summarise(data.items);
57
58 await Actor.pushData({
59 gpt: response.summaries,
60 });
61 log.info('Finished creating GPT Summary.');
62});src/router.ts
1import { createPlaywrightRouter, Dataset } from 'crawlee';
2import { parse } from 'date-fns';
3import { Review } from './types.js';
4
5export const router = createPlaywrightRouter();
6
7const SELECTORS = {
8 reviewSection: 'section.T7rvce',
9 dateSpan: 'span.ydlbEf',
10 textParagraph: 'p.fzDEpf',
11 personSpan: 'span.LfYwpe',
12 ratingDiv: 'div.B1UG8d',
13 loadMoreButton: 'button:has-text("Load More")',
14 reviewsLanguage: 'span:has-text("English")',
15 allReviewsOptions: 'li[role="option"]:has-text("All languages")',
16};
17
18function convertToDate(dateString: string): Date {
19 // Define the date format and parse the string
20 const format = 'MMM d, yyyy';
21 return parse(dateString, format, new Date());
22}
23
24// Function to open the dropdown menu and select "All languages" option
25// @ts-expect-error lazy
26const selectAllReviews = async (page, log) => {
27 try {
28 // Wait for and click the "English" dropdown
29 const dropdownMenu = await page.waitForSelector(SELECTORS.reviewsLanguage, {
30 timeout: 8000,
31 });
32 if (dropdownMenu) {
33 await dropdownMenu.click();
34 log.info('Dropdown menu clicked.');
35
36 // Add a short delay to allow the dropdown to open
37 await page.waitForTimeout(500);
38
39 // Now find and click the "All languages" option
40 const allLanguagesItem = await page.waitForSelector(
41 SELECTORS.allReviewsOptions,
42 { timeout: 8000 },
43 );
44 if (allLanguagesItem) {
45 await allLanguagesItem.click();
46 log.info('"All languages" item clicked.');
47 } else {
48 log.error(
49 'The "All languages" item was not found or not interactable.',
50 );
51 }
52 } else {
53 log.error('Dropdown menu was not found.');
54 }
55 } catch (error) {
56 log.warning(`An error occurred while selecting "All languages"`);
57 }
58};
59
60// Function to click the "Load More" button if it exists
61// @ts-expect-error lazy
62const clickLoadButton = async (page): Promise<boolean> => {
63 try {
64 // Use a locator to locate the button and click on it directly
65 const loadMoreButton = page.locator(SELECTORS.loadMoreButton);
66
67 // Click the button, Playwright will auto-wait for the button to be ready
68 await loadMoreButton.click();
69
70 // Return true if the click was successful
71 return true;
72 } catch (error) {
73 // Return false if any error occurs
74 return false;
75 }
76};
77
78// Function to scrape all reviews from the fully expanded page
79// @ts-expect-error lazy
80const scrapeReviews = async (page, log): Promise<Review[]> => {
81 const reviewElements = await page.$$(SELECTORS.reviewSection);
82 const reviews: Review[] = [];
83 const reviewKeys = new Set();
84
85 let index = 1;
86 for (const reviewElement of reviewElements) {
87 const dateElement = await reviewElement.$(SELECTORS.dateSpan);
88 const textElement = await reviewElement.$(SELECTORS.textParagraph);
89 const personElement = await reviewElement.$(SELECTORS.personSpan);
90 const ratingElement = await reviewElement.$(SELECTORS.ratingDiv);
91
92 const date = dateElement ? convertToDate(await dateElement.innerText()) : null;
93 const text = textElement ? await textElement.innerText() : null;
94 const person = personElement ? await personElement.innerText() : null;
95
96 let rating = null;
97 if (ratingElement) {
98 const title = await ratingElement.getAttribute('title') || '';
99 const match = title.match(/(\d+) out of 5 stars/);
100 if (match) {
101 rating = match[1];
102 }
103 }
104
105 // Create a unique key for deduplication
106 const reviewKey = `Person: ${person} Date:${date}`;
107
108 if (!reviewKeys.has(reviewKey)) {
109 log.info(`[Added] ${index}: ${reviewKey}`);
110 reviewKeys.add(reviewKey);
111 reviews.push({ date, text, person, rating });
112 index++;
113 } else {
114 log.debug(`[Duplicate] ${reviewKey}`);
115 }
116 }
117
118 return reviews;
119};
120
121router.addDefaultHandler(async ({ page, log }) => {
122 log.info(`Starting to scrape on: ${page.url()}`);
123 log.info(`Title: ${await page.title()}`);
124
125 await selectAllReviews(page, log);
126
127 // Load all reviews by clicking "Load More"
128 let hasMoreContent = true;
129 while (hasMoreContent) {
130 const successfulClick = await clickLoadButton(page);
131 if (successfulClick) {
132 log.info('Loaded more reviews.');
133 } else {
134 log.info('No more reviews to load.');
135 await page.waitForSelector(SELECTORS.reviewSection, { timeout: 5000 });
136 hasMoreContent = false;
137 }
138 }
139
140 log.info('Scraping reviews...');
141 const reviews = await scrapeReviews(page, log);
142 log.info(`Scraped ${reviews.length} unique reviews...`);
143
144 // Store the results in the default dataset
145 await Dataset.pushData({ reviews });
146});src/schema.ts
1export const reviewSchema = {
2 name: 'review_summary_list',
3 schema: {
4 type: 'object',
5 properties: {
6 summaries: {
7 type: 'array',
8 items: {
9 type: 'object',
10 properties: {
11 category: {
12 type: 'string',
13 enum: [
14 'pain_anger',
15 'ideas',
16 'money_talk',
17 ],
18 description: 'The category of the review summary.',
19 },
20 summary: {
21 type: 'string',
22 description: 'A summary of the reviews.',
23 },
24 supporting_reviews: {
25 type: 'array',
26 items: {
27 $ref: '#/$defs/review',
28 },
29 },
30 },
31 required: [
32 'category',
33 'summary',
34 'supporting_reviews',
35 ],
36 additionalProperties: false,
37 },
38 },
39 },
40 required: [
41 'summaries',
42 ],
43 additionalProperties: false,
44 $defs: {
45 review: {
46 type: 'object',
47 properties: {
48 date: {
49 type: 'string',
50 description: 'The date when the review was written.',
51 },
52 text: {
53 type: 'string',
54 description: 'The text content of the review.',
55 },
56 person: {
57 type: 'string',
58 description: 'The name of the person who wrote the review.',
59 },
60 rating: {
61 type: 'string',
62 description: 'The rating given by the reviewer.',
63 },
64 },
65 required: [
66 'date',
67 'text',
68 'person',
69 'rating',
70 ],
71 additionalProperties: false,
72 },
73 },
74 },
75 strict: true,
76};src/summarise.ts
1import OpenAI from 'openai';
2import { reviewSchema } from './schema.js';
3import { Review } from './types.js';
4
5const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY || '' });
6
7export async function summarise(reviews: Array<Review>) {
8 const completion = await openai.chat.completions.create({
9 model: 'gpt-4o',
10 max_tokens: 5000,
11 response_format: {
12 type: 'json_schema',
13 json_schema: reviewSchema,
14 },
15 messages: [
16 {
17 role: 'system',
18 content: `
19 You are product review summariser.\n
20 Please check provided reviews and summarise them according to the provided JSON schema.\n
21 IMPORTANT: Provide more than one summary per category if available.\n
22 `,
23 },
24 {
25 role: 'user',
26 content: `Here are the reviews: ${JSON.stringify(reviews, null, 0)}`,
27 },
28 ],
29 });
30
31 return JSON.parse(completion.choices[0].message?.content || '');
32}src/types.ts
1export interface Review {
2 date: Date | null;
3 text: string | null;
4 person: string | null;
5 rating: string | null;
6}Developer
Andrew KalitaMaintained by Community
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Created in Mar 2025
Modified 3 days ago
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