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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n

\n\n[中文](https://github.com/crawlab-team/crawlab/blob/master/README-zh.md) | English\n\n[Installation](#installation) | [Run](#run) | [Screenshot](#screenshot) | [Architecture](#architecture) | [Integration](#integration-with-other-frameworks) | [Compare](#comparison-with-other-frameworks) | [Community & Sponsorship](#community--sponsorship) | [CHANGELOG](https://github.com/crawlab-team/crawlab/blob/master/CHANGELOG.md) | [Disclaimer](https://github.com/crawlab-team/crawlab/blob/master/DISCLAIMER.md)\n\nGolang-based distributed web crawler management platform, supporting various languages including Python, NodeJS, Go, Java, PHP and various web crawler frameworks including Scrapy, Puppeteer, Selenium.\n\n[Demo](http://crawlab.cn/demo) | [Documentation](http://docs.crawlab.cn)\n\n## Installation\n\nTwo methods:\n1. [Docker](http://docs.crawlab.cn/Installation/Docker.html) (Recommended)\n2. [Direct Deploy](http://docs.crawlab.cn/Installation/Direct.html) (Check Internal Kernel)\n3. [Kubernetes](https://juejin.im/post/5e0a02d851882549884c27ad) (Multi-Node Deployment)\n\n### Pre-requisite (Docker)\n- Docker 18.03+\n- Redis 5.x+\n- MongoDB 3.6+\n- Docker Compose 1.24+ (optional but recommended)\n\n### Pre-requisite (Direct Deploy)\n- Go 1.12+\n- Node 8.12+\n- Redis 5.x+\n- MongoDB 3.6+\n\n## Quick Start\n\nPlease open the command line prompt and execute the command below. Make sure you have installed `docker-compose` in advance.\n\n```bash\ngit clone https://github.com/crawlab-team/crawlab\ncd crawlab\ndocker-compose up -d\n```\n\nNext, you can look into the `docker-compose.yml` (with detailed config params) and the [Documentation (Chinese)](http://docs.crawlab.cn) for further information. \n\n## Run\n\n### Docker\n\nPlease use `docker-compose` to one-click to start up. By doing so, you don't even have to configure MongoDB and Redis databases. Create a file named `docker-compose.yml` and input the code below.\n\n\n```yaml\nversion: '3.3'\nservices:\n master: \n image: tikazyq/crawlab:latest\n container_name: master\n environment:\n CRAWLAB_SERVER_MASTER: \"Y\"\n CRAWLAB_MONGO_HOST: \"mongo\"\n CRAWLAB_REDIS_ADDRESS: \"redis\"\n ports: \n - \"8080:8080\"\n depends_on:\n - mongo\n - redis\n mongo:\n image: mongo:latest\n restart: always\n ports:\n - \"27017:27017\"\n redis:\n image: redis:latest\n restart: always\n ports:\n - \"6379:6379\"\n```\n\nThen execute the command below, and Crawlab Master Node + MongoDB + Redis will start up. Open the browser and enter `http://localhost:8080` to see the UI interface.\n\n```bash\ndocker-compose up\n```\n\nFor Docker Deployment details, please refer to [relevant documentation](https://tikazyq.github.io/crawlab-docs/Installation/Docker.html).\n\n\n## Screenshot\n\n#### Login\n\n![](https://raw.githubusercontent.com/tikazyq/crawlab-docs/master/images/login.png)\n\n#### Home Page\n\n![](https://raw.githubusercontent.com/tikazyq/crawlab-docs/master/images/home.png)\n\n#### Node List\n\n![](https://raw.githubusercontent.com/tikazyq/crawlab-docs/master/images/node-list.png)\n\n#### Node Network\n\n![](https://raw.githubusercontent.com/tikazyq/crawlab-docs/master/images/node-network.png)\n\n#### Spider List\n\n![](https://raw.githubusercontent.com/tikazyq/crawlab-docs/master/images/spider-list.png)\n\n#### Spider Overview\n\n![](https://raw.githubusercontent.com/tikazyq/crawlab-docs/master/images/spider-overview.png)\n\n#### Spider Analytics\n\n![](https://raw.githubusercontent.com/tikazyq/crawlab-docs/master/images/spider-analytics.png)\n\n#### Spider File Edit\n\n![](http://static-docs.crawlab.cn/file-edit.png)\n\n#### Task Log\n\n![](http://static-docs.crawlab.cn/task-log2.png)\n\n#### Task Results\n\n![](https://raw.githubusercontent.com/tikazyq/crawlab-docs/master/images/task-results.png)\n\n#### Cron Job\n\n![](http://static-docs.crawlab.cn/schedule-v0.4.4.png)\n\n#### Dependency Installation\n\n![](http://static-docs.crawlab.cn/node-install-dependencies.png)\n\n#### Notifications\n\n

\n\n## Architecture\n\nThe architecture of Crawlab is consisted of the Master Node and multiple Worker Nodes, and Redis and MongoDB databases which are mainly for nodes communication and data storage.\n\n![](http://static-docs.crawlab.cn/architecture.png)\n\nThe frontend app makes requests to the Master Node, which assigns tasks and deploys spiders through MongoDB and Redis. When a Worker Node receives a task, it begins to execute the crawling task, and stores the results to MongoDB. The architecture is much more concise compared with versions before `v0.3.0`. It has removed unnecessary Flower module which offers node monitoring services. They are now done by Redis.\n\n### Master Node\n\nThe Master Node is the core of the Crawlab architecture. It is the center control system of Crawlab.\n\nThe Master Node offers below services:\n1. Crawling Task Coordination;\n2. Worker Node Management and Communication;\n3. Spider Deployment;\n4. Frontend and API Services;\n5. Task Execution (one can regard the Master Node as a Worker Node)\n\nThe Master Node communicates with the frontend app, and send crawling tasks to Worker Nodes. In the mean time, the Master Node synchronizes (deploys) spiders to Worker Nodes, via Redis and MongoDB GridFS.\n\n### Worker Node\n\nThe main functionality of the Worker Nodes is to execute crawling tasks and store results and logs, and communicate with the Master Node through Redis `PubSub`. By increasing the number of Worker Nodes, Crawlab can scale horizontally, and different crawling tasks can be assigned to different nodes to execute.\n\n### MongoDB\n\nMongoDB is the operational database of Crawlab. It stores data of nodes, spiders, tasks, schedules, etc. The MongoDB GridFS file system is the medium for the Master Node to store spider files and synchronize to the Worker Nodes.\n\n### Redis\n\nRedis is a very popular Key-Value database. It offers node communication services in Crawlab. For example, nodes will execute `HSET` to set their info into a hash list named `nodes` in Redis, and the Master Node will identify online nodes according to the hash list.\n\n### Frontend\n\nFrontend is a SPA based on \n[Vue-Element-Admin](https://github.com/PanJiaChen/vue-element-admin). It has re-used many Element-UI components to support corresponding display. \n\n## Integration with Other Frameworks\n\n[Crawlab SDK](https://github.com/crawlab-team/crawlab-sdk) provides some `helper` methods to make it easier for you to integrate your spiders into Crawlab, e.g. saving results.\n\n⚠️Note: make sure you have already installed `crawlab-sdk` using pip.\n\n### Scrapy\n\nIn `settings.py` in your Scrapy project, find the variable named `ITEM_PIPELINES` (a `dict` variable). Add content below.\n\n```python\nITEM_PIPELINES = {\n 'crawlab.pipelines.CrawlabMongoPipeline': 888,\n}\n```\n\nThen, start the Scrapy spider. After it's done, you should be able to see scraped results in **Task Detail -> Result**\n\n### General Python Spider\n\nPlease add below content to your spider files to save results.\n\n```python\n# import result saving method\nfrom crawlab import save_item\n\n# this is a result record, must be dict type\nresult = {'name': 'crawlab'}\n\n# call result saving method\nsave_item(result)\n```\n\nThen, start the spider. After it's done, you should be able to see scraped results in **Task Detail -> Result**\n\n### Other Frameworks / Languages\n\nA crawling task is actually executed through a shell command. The Task ID will be passed to the crawling task process in the form of environment variable named `CRAWLAB_TASK_ID`. By doing so, the data can be related to a task. Also, another environment variable `CRAWLAB_COLLECTION` is passed by Crawlab as the name of the collection to store results data.\n\n## Comparison with Other Frameworks\n\nThere are existing spider management frameworks. So why use Crawlab? \n\nThe reason is that most of the existing platforms are depending on Scrapyd, which limits the choice only within python and scrapy. Surely scrapy is a great web crawl framework, but it cannot do everything. \n\nCrawlab is easy to use, general enough to adapt spiders in any language and any framework. It has also a beautiful frontend interface for users to manage spiders much more easily. \n\n|Framework | Technology | Pros | Cons | Github Stats |\n|:---|:---|:---|-----| :---- |\n| [Crawlab](https://github.com/crawlab-team/crawlab) | Golang + Vue|Not limited to Scrapy, available for all programming languages and frameworks. Beautiful UI interface. Naturally support distributed spiders. Support spider management, task management, cron job, result export, analytics, notifications, configurable spiders, online code editor, etc.|Not yet support spider versioning| ![](https://img.shields.io/github/stars/crawlab-team/crawlab) ![](https://img.shields.io/github/forks/crawlab-team/crawlab) |\n| [ScrapydWeb](https://github.com/my8100/scrapydweb) | Python Flask + Vue|Beautiful UI interface, built-in Scrapy log parser, stats and graphs for task execution, support node management, cron job, mail notification, mobile. Full-feature spider management platform.|Not support spiders other than Scrapy. Limited performance because of Python Flask backend.| ![](https://img.shields.io/github/stars/my8100/scrapydweb) ![](https://img.shields.io/github/forks/my8100/scrapydweb) |\n| [Gerapy](https://github.com/Gerapy/Gerapy) | Python Django + Vue|Gerapy is built by web crawler guru [Germey Cui](https://github.com/Germey). Simple installation and deployment. Beautiful UI interface. Support node management, code edit, configurable crawl rules, etc.|Again not support spiders other than Scrapy. A lot of bugs based on user feedback in v1.0. Look forward to improvement in v2.0| ![](https://img.shields.io/github/stars/Gerapy/Gerapy) ![](https://img.shields.io/github/forks/Gerapy/Gerapy) |\n| [SpiderKeeper](https://github.com/DormyMo/SpiderKeeper) | Python Flask|Open-source Scrapyhub. Concise and simple UI interface. Support cron job.|Perhaps too simplified, not support pagination, not support node management, not support spiders other than Scrapy.| ![](https://img.shields.io/github/stars/DormyMo/SpiderKeeper) ![](https://img.shields.io/github/forks/DormyMo/SpiderKeeper) |\n\n## Contributors\n\n

\n\n\n

\n\n\n## Community & Sponsorship\n\nIf you feel Crawlab could benefit your daily work or your company, please add the author's Wechat account noting \"Crawlab\" to enter the discussion group. Or you scan the Alipay QR code below to give us a reward to upgrade our teamwork software or buy a coffee.\n\n

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