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Analysis, Comparison, Trends, Rankings of Open Source Software, you can also get insight from more than 7 billion with natural language (powered by OpenAI). Follow us on Twitter: https://twitter.com/ossinsight

Home Page: https://ossinsight.io/

License: Apache License 2.0

JavaScript 2.36% CSS 0.71% TypeScript 60.77% HTML 3.63% Ruby 4.88% Dockerfile 0.12% Shell 0.02% Jupyter Notebook 5.46% MDX 22.01% Mustache 0.03%
insight oss github realtime analytics htap demo openai aisql text2sql

ossinsight's Introduction

Open Source Software Insight!

Introduction

OSS Insight is a powerful tool that provides comprehensive, valuable, and trending insights into the open source world by analyzing 5+ billion rows of GitHub events data.

OSS Insight's Data Explorer provides a new way to explore GitHub data. Simply ask your question in natural language and Data Explorer will generate SQL, query the data, and present the results visually.

OSS Insight also provides in-depth analysis of individual GitHub repositories and developers, as well as the ability to compare two repositories using the same metrics.

🎦 Video - OSS Insight: Easiest New Way to Analyze Open Source Software

Feature 0: Shareable Insight Widgets

Repository Activity Trends Collaborative Productivity - Last 28 days
Repository Performance Stats - Last 28 days Active Contributors - Last 28 days
Star Geographic Distribution Star History

For more charming widgets, please Check it out 👉

Feature 1: GPT-Powered Data Exploration

Data Explorer provides a new way to discover trends and insights into 5+ billion rows of GitHub data.

Simply ask your question in natural language and Data Explorer will generate SQL, query the data, and present the results visually. It's built with Chat2Query, a GPT-powered SQL generator in TiDB Cloud.

Examples:

🎦 Video - Data Explorer: Discover insights in GitHub data with GPT-generated SQL

Feature 2: Technical Fields Analytics 👁️

  • GitHub Collections Analysis

    Find insights about the monthly or historical rankings and trends in technical fields with curated repository lists.

Examples:

Welcome to add collections

👏 We welcome your contributions here! You can add a collection on our website by submitting PRs. Please create a .yml file under the collections file path.

Here is a file template that describes what you need to include. We look forward to your PRs!

Feature 3: Developer Analytics

Insights about developer productivity, work cadence, and collaboration from developers' contribution behavior.

  • Basic:
    • Stars, behavior, most used languages,and contribution trends
    • Code (commits, pull requests, pull request size and code line changes), code reviews, and issues
  • Advanced:
    • Contribution time distribution for all kind of contribution activities
    • Monthly stats about contribution activities in all public repositories
Developer Analytics

Feature 4: Repository Analytics

Insights about the code update frequency & degree of popularity from repositories' status.

  • Basic:
    • Stars, forks, issues, commits, pull requests, contributors, programming languages, and lines of code modified
    • Historical trends of these metrics
    • Time cost of issues, pull requests
  • Advanced:
    • Geographical distribution of stargazers, issue creators, and pull request creators
    • Company distribution of stargazers, issue creators, and pull request creators
Repository Analytics

Examples:

Feature 5: Compare Projects 🔨

Compare two projects using the repo metrics mentioned in Repository Analytics.

Examples:

Contribution

We've released OSS Insight because it can do more insights about GitHub.We hope that others can benefit from the project. You are more than welcome to participate in capacity building. We are thankful for any contributions from the community.

  • GitHub Discussion. Best for: help with building, discussion about OSS Insight best practices.
  • GitHub Issues. Best for: bugs and errors you encounter using OSS Insight.
  • GitHub PR. Best for: pull request the features you wish for OSS Insight.
    • collection You can add a collection on our website.
    • blog You are welcome to share blogs about using OSS Insight.
    • fix You can make fixes to current issues.
    • feat You are welcome to contribute if you have new feature ideas.

Contact

We have a few channels for contact:

Development

Sponsors

ossinsight's People

Contributors

634750802 avatar aantn avatar big1024 avatar caitinchen avatar candicepan avatar chai2010 avatar chenlinglu avatar fatihbaltaci avatar hooopo avatar ic4y avatar icemap avatar jgabarca avatar jsonpr avatar leecalcote avatar luzizhuo avatar maninhill avatar mini256 avatar ngaut avatar omeraplak avatar phantomk avatar schosterbarak avatar septemberfd avatar shanghaikid avatar shczhen avatar snagasawa avatar sunxiaoguang avatar sykp241095 avatar tennyzhuang avatar tidb-cloud-data-service[bot] avatar tk103331 avatar

Stargazers

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Watchers

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ossinsight's Issues

Issues installing npm packages - docusaurus version

When following the steps to start development, I get a hiccup at yarn. See below,

(oss) ~/Documents/git/ossinsight (main) $ yarn
yarn install v1.22.17
warning ../../../package.json: No license field
info No lockfile found.
warning package-lock.json found. Your project contains lock files generated by tools other than Yarn. It is advised not to mix package managers in order to avoid resolution inconsistencies caused by unsynchronized lock files. To clear this warning, remove package-lock.json.
[1/4] 🔍  Resolving packages...
warning octokit > @octokit/oauth-app > aws-lambda > aws-sdk > [email protected]: The querystring API is considered Legacy. new code should use the URLSearchParams API instead.
warning octokit > @octokit/oauth-app > aws-lambda > aws-sdk > url > [email protected]: The querystring API is considered Legacy. new code should use the URLSearchParams API instead.
[2/4] 🚚  Fetching packages...
error @docusaurus/[email protected]: The engine "node" is incompatible with this module. Expected version ">=16.14". Got "16.13.0"
error Found incompatible module.
info Visit https://yarnpkg.com/en/docs/cli/install for documentation about this command.

I tried yarn install --ignore-engines and that worked fine:

(oss) ~/Documents/git/ossinsight (main) $ yarn install --ignore-engines
yarn install v1.22.17
warning ../../../package.json: No license field
info No lockfile found.
warning package-lock.json found. Your project contains lock files generated by tools other than Yarn. It is advised not to mix package managers in order to avoid resolution inconsistencies caused by unsynchronized lock files. To clear this warning, remove package-lock.json.
[1/4] 🔍  Resolving packages...
warning octokit > @octokit/oauth-app > aws-lambda > aws-sdk > [email protected]: The querystring API is considered Legacy. new code should use the URLSearchParams API instead.
warning octokit > @octokit/oauth-app > aws-lambda > aws-sdk > url > [email protected]: The querystring API is considered Legacy. new code should use the URLSearchParams API instead.
[2/4] 🚚  Fetching packages...
[3/4] 🔗  Linking dependencies...
warning "@docusaurus/core > [email protected]" has unmet peer dependency "react-loadable@*".
warning "@docusaurus/core > @docusaurus/utils > @mdx-js/[email protected]" has incorrect peer dependency "react@^16.13.1".
warning "@emotion/react > @emotion/babel-plugin > @babel/[email protected]" has unmet peer dependency "@babel/core@^7.0.0-0".
warning "@docusaurus/theme-search-algolia > @docsearch/[email protected]" has unmet peer dependency "@types/react@>= 16.8.0 < 19.0.0".
warning "@emotion/react > @emotion/[email protected]" has unmet peer dependency "@babel/core@^7.0.0".
warning " > @djagger/[email protected]" has unmet peer dependency "fast-deep-equal@^3.1.3".
warning " > @djagger/[email protected]" has unmet peer dependency "tslib@*".
warning " > @mui/[email protected]" has unmet peer dependency "@mui/system@^5.4.1".
[4/4] 🔨  Building fresh packages...
success Saved lockfile.
$ node prefetch.mjs && node _dirty_mutate.mjs
✨  Done in 63.39s.

I don't have much web development background, so I don't know how you want to tackle this: fixing the docusaurus version, updating the yarn on the documentation, or adding a note for yarn that fails to try this out. So just creating this so that you are aware of it.

use Next.js instead of Docusaurus

Docusaurus is a great framework to generate static website, but it still has some limitations:

  • pages should be statically generated in build time, it's dirty to implement a dynamic page like analyze and collections
  • it's impossible to add SEO info and og meta tags in dynamic pages, which would impact sharing preview on other websites #396
  • it's difficult to use runtime environment to change some config like API base url. #438
  • it's difficult to inject css-in-js generated css codes in built bundle, which will cause styling issue when js was not executed

I think we should use Next.js instead of docusaurus in future.


Updated 2023-08-21

We are now start to migrate OSSInsight front end project to Next.js step by step. Before all functions are finished, next.ossinsight.io will be the temporary domain for the Next.js version OSSInsight.

  • (New Feature) Widgets
  • Analyze Repository
  • Analyze Developer
  • (New Feature) Analyze Org
  • Collections
  • Blogs and articles

style: mobile first design

broken style:
image

strange gap and width:
image

the ossinsight.io is noisy, should be at a better place and smaller font size? and should remove the download icon:
image

the gap is so big:
image

and many other thus ui problems.

"Geographical Distribution" graph is very jumpy

Switching between the Stargazers / Issue Creators / PR Creators tabs completely moves around the dots on the map and they fly all over the place for the duration of the animation.

The dots on the map should rather have a stable identity by the country they are associated with, rather than their order in the list of countries. That should avoid movement of the dots, and rather just animate their size.

collection: add 4 collections to /collections

Low Code

+------------------------------+-------+-----------+
| repo_name                    | stars | repo_id   |
+------------------------------+-------+-----------+
| strapi/strapi                | 45786 | 43441403  |
| TryGhost/Ghost               | 45646 | 9852918   |
| supabase/supabase            | 28602 | 214587193 |
| hasura/graphql-engine        | 26689 | 137724480 |
| nocodb/nocodb                | 22361 | 108761645 |
| n8n-io/n8n                   | 21444 | 193215554 |
| parse-community/parse-server | 21361 | 50603846  |
| appwrite/appwrite            | 16699 | 180190854 |
| saleor/saleor                | 16414 | 8162715   |
| artf/grapesjs                | 15732 | 50146229  |
| directus/directus            | 14795 | 7122594   |
| appsmithorg/appsmith         | 12755 | 275993885 |
| cube-js/cube.js              | 12486 | 149026292 |
| graphile/postgraphile        | 11771 | 56271158  |
| Budibase/budibase            | 10688 | 190729906 |
| ToolJet/ToolJet              | 6087  | 352933140 |
| keystonejs/keystone          | 5877  | 128193054 |
| webiny/webiny-js             | 5435  | 116817549 |
| rowyio/rowy                  | 2265  | 206509491 |
+------------------------------+-------+-----------+

Web Framework

+----------------------------------+-------+-----------+
| repo_name                        | stars | repo_id   |
+----------------------------------+-------+-----------+
| laravel/laravel                  | 80421 | 1863329   |
| django/django                    | 70369 | 4164482   |
| spring-projects/spring-boot      | 67575 | 6296790   |
| pallets/flask                    | 65598 | 596892    |
| expressjs/express                | 63102 | 237159    |
| gin-gonic/gin                    | 61132 | 20904437  |
| rails/rails                      | 53968 | 8514      |
| spring-projects/spring-framework | 52707 | 1148753   |
| meteor/meteor                    | 48055 | 3214406   |
| nestjs/nest                      | 47173 | 80945428  |
| strapi/strapi                    | 45761 | 43441403  |
| koajs/koa                        | 36081 | 11551538  |
| beego/beego                      | 32118 | 3577919   |
| dotnet/aspnetcore                | 30301 | 17620347  |
| symfony/symfony                  | 28976 | 458058    |
| balderdashy/sails                | 26040 | 3757512   |
| labstack/echo                    | 23886 | 31504491  |
| fastify/fastify                  | 23537 | 69495170  |
| bcit-ci/CodeIgniter              | 21563 | 2234102   |
| phoenixframework/phoenix         | 19740 | 16072585  |
| valyala/fasthttp                 | 18142 | 44498957  |
| yiisoft/yii2                     | 17894 | 3431193   |
| SergioBenitez/rocket             | 17618 | 54168759  |
| gorilla/mux                      | 17442 | 6051812   |
| hapijs/hapi                      | 15249 | 2163263   |
| strongloop/loopback              | 15082 | 9325315   |
| feathersjs/feathers              | 15063 | 2609642   |
| julienschmidt/httprouter         | 15007 | 14956897  |
| linnovate/mean                   | 14564 | 10219106  |
| actix/actix-web                  | 14181 | 105379569 |
| go-martini/martini               | 14046 | 13975314  |
| playframework/playframework      | 13621 | 2340549   |
| adonisjs/core                    | 13069 | 40772809  |
| slimphp/Slim                     | 12482 | 926544    |
| go-chi/chi                       | 11599 | 44344606  |
| sinatra/sinatra                  | 11463 | 106995    |
| restify/node-restify             | 11230 | 1661758   |
| cakephp/cakephp                  | 9485  | 656494    |
| urfave/negroni                   | 8078  | 19922293  |
| gogf/gf                          | 7321  | 95761244  |
| seanmonstar/warp                 | 6223  | 140609832 |
| lukeed/polka                     | 5164  | 115081766 |
| moleculerjs/moleculer            | 5096  | 82289483  |
| emicklei/go-restful              | 4881  | 6701057   |
| totaljs/framework                | 4812  | 7190749   |
| rustasync/tide                   | 3793  | 144025834 |
| tokio-rs/axum                    | 3535  | 372172254 |
| actionhero/actionhero            | 2488  | 2491877   |
| gotham-rs/gotham                 | 2144  | 98018486  |
| tinyhttp/tinyhttp                | 2115  | 271918885 |
| System-Glitch/goyave             | 992   | 216532683 |
| savsgio/atreugo                  | 906   | 134266604 |
| trezm/Thruster                   | 892   | 108700097 |
| salvo-rs/salvo                   | 407   | 220185454 |
| trillium-rs/trillium             | 208   | 332323752 |
+----------------------------------+-------+-----------+

JavaScript Framework

+-----------------------+--------+-----------+
| repo_name             | stars  | id        |
+-----------------------+--------+-----------+
| vuejs/vue             | 229206 | 11730342  |
| facebook/react        | 216539 | 10270250  |
| angular/angular       | 94153  | 24195339  |
| angular/angular.js    | 73547  | 460078    |
| sveltejs/svelte       | 64170  | 74293321  |
| jquery/jquery         | 63480  | 167174    |
| preactjs/preact       | 33975  | 42283287  |
| vuejs/core            | 30622  | 137078487 |
| tastejs/todomvc       | 29689  | 1844251   |
| jashkenas/backbone    | 29446  | 952189    |
| Polymer/polymer       | 25335  | 5532320   |
| emberjs/ember.js      | 24833  | 1801829   |
| alpinejs/alpine       | 20649  | 224663696 |
| jorgebucaran/hyperapp | 20367  | 79527893  |
| riot/riot             | 17084  | 13142126  |
| solidjs/solid         | 14907  | 130884470 |
| mithriljs/mithril.js  | 14661  | 17814354  |
| aurelia/framework     | 13704  | 27835638  |
| marko-js/marko        | 11957  | 15720445  |
| hotwired/stimulus     | 11766  | 76694515  |
| knockout/knockout     | 10964  | 757363    |
| ionic-team/stencil    | 10535  | 82095231  |
| polymer/lit-element   | 4755   | 102217920 |
| spine/spine           | 3811   | 1540246   |
| daemonite/material    | 3723   | 31000517  |
| optimizely/nuclear-js | 2504   | 24073130  |
| neomjs/neo            | 2094   | 220867748 |
| dojo/dojo             | 1796   | 10160528  |
| aurelia/aurelia       | 1216   | 121594173 |
| finom/seemple         | 1026   | 13131265  |
+-----------------------+--------+-----------+

Programming Language

+-------------------------------+--------+-----------+
| repo_name                     | stars  | repo_id   |
+-------------------------------+--------+-----------+
| golang/go                     | 110669 | 23096959  |
| nodejs/node                   | 99969  | 27193779  |
| Microsoft/TypeScript          | 86278  | 20929025  |
| rust-lang/rust                | 73242  | 724712    |
| apple/swift                   | 71855  | 44838949  |
| python/cpython                | 48521  | 81598961  |
| JetBrains/kotlin              | 45617  | 3432266   |
| JuliaLang/julia               | 42691  | 1644196   |
| PowerShell/PowerShell         | 36109  | 49609581  |
| php/php-src                   | 35542  | 1903522   |
| vlang/v                       | 31048  | 169677297 |
| elixir-lang/elixir            | 22351  | 1234714   |
| ruby/ruby                     | 21530  | 538746    |
| crystal-lang/crystal          | 19730  | 6887813   |
| dotnet/roslyn                 | 17688  | 29078997  |
| jashkenas/coffeescript        | 17531  | 441269    |
| scala/scala                   | 15960  | 2888818   |
| micropython/micropython       | 14923  | 15337142  |
| nim-lang/Nim                  | 14483  | 842037    |
| AssemblyScript/assemblyscript | 13962  | 105138356 |
| ziglang/zig                   | 13497  | 40276274  |
| openjdk/jdk                   | 12877  | 149121954 |
| erlang/otp                    | 10320  | 374927    |
| clojure/clojure               | 10107  | 747512    |
| dotnet/csharplang             | 9080   | 75990888  |
| dart-lang/sdk                 | 8804   | 35726310  |
| purescript/purescript         | 8475   | 13206906  |
| elm/compiler                  | 7766   | 4072305   |
| red/red                       | 5669   | 1449773   |
| ponylang/ponyc                | 5501   | 6667084   |
| HaxeFoundation/haxe           | 5434   | 10282042  |
| racket/racket                 | 4988   | 615969    |
| ocaml/ocaml                   | 4299   | 6786166   |
| Frege/frege                   | 4039   | 5987163   |
| coq/coq                       | 3970   | 1377159   |
| idris-lang/Idris-dev          | 3786   | 2386778   |
| goby-lang/goby                | 3640   | 81311270  |
| dotnet/fsharp                 | 3488   | 29048891  |
| dlang/dmd                     | 2957   | 1257070   |
| typelead/eta                  | 2814   | 55689010  |
| terralang/terra               | 2736   | 5939005   |
| gkz/LiveScript                | 2495   | 3322086   |
| IoLanguage/io                 | 2454   | 966       |
| beefytech/Beef                | 2114   | 203406425 |
| programming-nu/nu             | 1925   | 2667      |
| skiplang/skip                 | 1792   | 146020034 |
| chapel-lang/chapel            | 1630   | 21663285  |
| cue-lang/cue                  | 1538   | 382379200 |
| rakudo/rakudo                 | 1463   | 117358    |
| ring-lang/ring                | 1068   | 54633811  |
| pharo-project/pharo           | 876    | 64123480  |
| lucee/Lucee                   | 827    | 42313780  |
| DennisMitchell/jellylanguage  | 742    | 47382110  |
| cqfn/eo                       | 717    | 73056727  |
| eclipse/golo-lang             | 538    | 8340103   |
| livecode/livecode             | 484    | 9334445   |
| gosu-lang/gosu-lang           | 440    | 21134995  |
| ChavaScript/chavascript       | 204    | 178471618 |
| SenegalLang/Senegal           | 91     | 305214632 |
+-------------------------------+--------+-----------+

bug: /collections/x/trends/ will crash in dev mode

Uncaught RangeError: Invalid time value
    at formatTime (history-sort.tsx?8418:1:1)
    at SortingBarChart (SortingBarChart.js?55bc:32:1)
    at renderWithHooks (react-dom.development.js?ac89:14985:1)
    at updateForwardRef (react-dom.development.js?ac89:17044:1)
    at beginWork (react-dom.development.js?ac89:19098:1)
    at HTMLUnknownElement.callCallback (react-dom.development.js?ac89:3945:1)
    at Object.invokeGuardedCallbackDev (react-dom.development.js?ac89:3994:1)
    at invokeGuardedCallback (react-dom.development.js?ac89:4056:1)
    at beginWork$1 (react-dom.development.js?ac89:23964:1)
    at performUnitOfWork (react-dom.development.js?ac89:22776:1)
react-dom.development.js?ac89:20085 The above error occurred in the <ForwardRef(SortingBarChart)> component:

    at SortingBarChart (webpack-internal:///./node_modules/@djagger/echartsx/dist/charts/sort-bar/SortingBarChart.js:25:28)
    at section
    at HistorySortSection (webpack-internal:///./src/dynamic-pages/collections/sections/history-sort.tsx:19:582)
    at div
    at InViewContainer (webpack-internal:///./src/components/InViewContainer/index.tsx:10:36)
    at Sections (webpack-internal:///./src/dynamic-pages/collections/sections/index.tsx:11:29)
    at div
    at main
    at div
    at div
    at main
    at div
    at ErrorBoundary (webpack-internal:///./node_modules/@docusaurus/core/lib/client/exports/ErrorBoundary.js:13:96)
    at div
    at InnerThemeProvider (webpack-internal:///./node_modules/@mui/system/esm/ThemeProvider/ThemeProvider.js:22:70)
    at ThemeProvider (webpack-internal:///./node_modules/@mui/private-theming/ThemeProvider/ThemeProvider.js:48:5)
    at ThemeProvider (webpack-internal:///./node_modules/@mui/system/esm/ThemeProvider/ThemeProvider.js:42:5)
    at ThemeAdaptor (webpack-internal:///./src/components/ThemeAdaptor/index.tsx:10:31)
    at MobileSecondaryMenuProvider (webpack-internal:///./node_modules/@docusaurus/theme-common/lib/utils/mobileSecondaryMenu.js:13:226)
    at DocsPreferredVersionContextProviderUnsafe (webpack-internal:///./node_modules/@docusaurus/theme-common/lib/utils/docsPreferredVersion/DocsPreferredVersionProvider.js:26:804)
    at DocsPreferredVersionContextProvider (webpack-internal:///./node_modules/@docusaurus/theme-common/lib/utils/docsPreferredVersion/DocsPreferredVersionProvider.js:26:513)
    at ScrollControllerProvider (webpack-internal:///./node_modules/@docusaurus/theme-common/lib/utils/scrollUtils.js:16:492)
    at UserPreferencesProvider (webpack-internal:///./node_modules/@docusaurus/theme-classic/lib-next/theme/UserPreferencesProvider/index.js:13:160)
    at AnnouncementBarProvider (webpack-internal:///./node_modules/@docusaurus/theme-common/lib/utils/announcementBarUtils.js:21:561)
    at ThemeProvider (webpack-internal:///./node_modules/@docusaurus/theme-classic/lib-next/theme/ThemeProvider/index.js:13:145)
    at LayoutProviders (webpack-internal:///./node_modules/@docusaurus/theme-classic/lib-next/theme/LayoutProviders/index.js:14:39)
    at Layout (webpack-internal:///./src/theme/Layout/index.js:25:33)
    at CustomPage (webpack-internal:///./src/theme/CustomPage/index.tsx:10:31)
    at CollectionsPageLayout (webpack-internal:///./src/dynamic-pages/collections/layout.tsx:22:48)
    at CollectionsTrendsPage
    at LoadableComponent (webpack-internal:///./node_modules/react-loadable/lib/index.js:138:32)
    at Route (webpack-internal:///./node_modules/react-router/esm/react-router.js:460:29)
    at Switch (webpack-internal:///./node_modules/react-router/esm/react-router.js:662:29)
    at Route (webpack-internal:///./node_modules/react-router/esm/react-router.js:460:29)
    at PendingNavigation (webpack-internal:///./node_modules/@docusaurus/core/lib/client/PendingNavigation.js:18:180)
    at C (webpack-internal:///./node_modules/react-router/esm/react-router.js:717:37)
    at Root (webpack-internal:///./node_modules/@docusaurus/core/lib/client/theme-fallback/Root/index.js:17:25)
    at BrowserContextProvider (webpack-internal:///./node_modules/@docusaurus/core/lib/client/exports/browserContext.js:18:126)
    at DocusaurusContextProvider (webpack-internal:///./node_modules/@docusaurus/core/lib/client/exports/docusaurusContext.js:19:495)
    at ErrorBoundary (webpack-internal:///./node_modules/@docusaurus/core/lib/client/exports/ErrorBoundary.js:13:96)
    at App
    at Router (webpack-internal:///./node_modules/react-router/esm/react-router.js:79:30)
    at BrowserRouter (webpack-internal:///./node_modules/react-router-dom/esm/react-router-dom.js:57:35)

React will try to recreate this component tree from scratch using the error boundary you provided, ErrorBoundary.
logCapturedError @ react-dom.development.js?ac89:20085
DevTools failed to load source map: Could not load content for http://localhost:3000/index.css.map: HTTP error: status code 404, net::ERR_HTTP_RESPONSE_CODE_FAILURE

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