From e60de1775e4c0b44b2a8608704b5196550488202 Mon Sep 17 00:00:00 2001 From: Donne Martin Date: Sat, 4 Mar 2017 21:06:58 -0800 Subject: [PATCH] Add Web Crawler solution --- solutions/system_design/web_crawler/README.md | 353 ++++++++++++++++++ .../system_design/web_crawler/__init__.py | 0 .../system_design/web_crawler/web_crawler.png | Bin 0 -> 198607 bytes .../web_crawler/web_crawler_basic.png | Bin 0 -> 110131 bytes .../web_crawler/web_crawler_mapreduce.py | 25 ++ .../web_crawler/web_crawler_snippets.py | 72 ++++ 6 files changed, 450 insertions(+) create mode 100644 solutions/system_design/web_crawler/README.md create mode 100644 solutions/system_design/web_crawler/__init__.py create mode 100644 solutions/system_design/web_crawler/web_crawler.png create mode 100644 solutions/system_design/web_crawler/web_crawler_basic.png create mode 100644 solutions/system_design/web_crawler/web_crawler_mapreduce.py create mode 100644 solutions/system_design/web_crawler/web_crawler_snippets.py diff --git a/solutions/system_design/web_crawler/README.md b/solutions/system_design/web_crawler/README.md new file mode 100644 index 00000000..6dc9691c --- /dev/null +++ b/solutions/system_design/web_crawler/README.md @@ -0,0 +1,353 @@ +# Design a web crawler + +*Note: This document links directly to relevant areas found in the [system design topics](https://github.com/donnemartin/system-design-primer-interview#index-of-system-design-topics-1) to avoid duplication. Refer to the linked content for general talking points, tradeoffs, and alternatives.* + +## Step 1: Outline use cases and constraints + +> Gather requirements and scope the problem. +> Ask questions to clarify use cases and constraints. +> Discuss assumptions. + +Without an interviewer to address clarifying questions, we'll define some use cases and constraints. + +### Use cases + +#### We'll scope the problem to handle only the following use cases + +* **Service** crawls a list of urls: + * Generates reverse index of words to pages containing the search terms + * Generates titles and snippets for pages + * Title and snippets are static, they do not change based on search query +* **User** inputs a search term and sees a list of relevant pages with titles and snippets the crawler generated + * Only sketch high level components and interactions for this use case, no need to go into depth +* **Service** has high availability + +#### Out of scope + +* Search analytics +* Personalized search results +* Page rank + +### Constraints and assumptions + +#### State assumptions + +* Traffic is not evenly distributed + * Some searches are very popular, while others are only executed once +* Support only anonymous users +* Generating search results should be fast +* The web crawler should not get stuck in an infinite loop + * We get stuck in an infinite loop if the graph contains a cycle +* 1 billion links to crawl + * Pages need to be crawled regularly to ensure freshness + * Average refresh rate of about once per week, more frequent for popular sites + * 4 billion links crawled each month + * Average stored size per web page: 500 KB + * For simplicity, count changes the same as new pages +* 100 billion searches per month + +Exercise the use of more traditional systems - don't use existing systems such as [solr](http://lucene.apache.org/solr/) or [nutch](http://nutch.apache.org/). + +#### Calculate usage + +**Clarify with your interviewer if you should run back-of-the-envelope usage calculations.** + +* 2 PB of stored page content per month + * 500 KB per page * 4 billion links crawled per month + * 72 PB of stored page content in 3 years +* 1,600 write requests per second +* 40,000 search requests per second + +Handy conversion guide: + +* 2.5 million seconds per month +* 1 request per second = 2.5 million requests per month +* 40 requests per second = 100 million requests per month +* 400 requests per second = 1 billion requests per month + +## Step 2: Create a high level design + +> Outline a high level design with all important components. + +![Imgur](http://i.imgur.com/xjdAAUv.png) + +## Step 3: Design core components + +> Dive into details for each core component. + +### Use case: Service crawls a list of urls + +We'll assume we have an initial list of `links_to_crawl` ranked initially based on overall site popularity. If this is not a reasonable assumption, we can seed the crawler with popular sites that link to outside content such as [Yahoo](https://www.yahoo.com/), [DMOZ](http://www.dmoz.org/), etc + +We'll use a table `crawled_links` to store processed links and their page signatures. + +We could store `links_to_crawl` and `crawled_links` in a key-value **NoSQL Database**. For the ranked links in `links_to_crawl`, we could use [Redis](https://redis.io/) with sorted sets to maintain a ranking of page links. We should discuss the [use cases and tradeoffs between choosing SQL or NoSQL](https://github.com/donnemartin/system-design-primer-interview#sql-or-nosql). + +* The **Crawler Service** processes each page link by doing the following in a loop: + * Takes the top ranked page link to crawl + * Checks `crawled_links` in the **NoSQL Database** for an entry with a similar page signature + * If we have a similar page, reduces the priority of the page link + * This prevents us from getting into a cycle + * Continue + * Else, crawls the link + * Adds a job to the **Reverse Index Service** queue to generate a [reverse index](https://en.wikipedia.org/wiki/Search_engine_indexing) + * Adds a job to the **Document Service** queue to generate a static title and snippet + * Generates the page signature + * Removes the link from `links_to_crawl` in the **NoSQL Database** + * Inserts the page link and signature to `crawled_links` in the **NoSQL Database** + +**Clarify with your interviewer how much code you are expected to write**. + +`PagesDataStore` is an abstraction within the **Crawler Service** that uses the **NoSQL Database**: + +``` +class PagesDataStore(object): + + def __init__(self, db); + self.db = db + ... + + def add_link_to_crawl(self, url): + """Add the given link to `links_to_crawl`.""" + ... + + def remove_link_to_crawl(self, url): + """Remove the given link from `links_to_crawl`.""" + ... + + def reduce_priority_link_to_crawl(self, url) + """Reduce the priority of a link in `links_to_crawl` to avoid cycles.""" + ... + + def extract_max_priority_page(self): + """Return the highest priority link in `links_to_crawl`.""" + ... + + def insert_crawled_link(self, url, signature): + """Add the given link to `crawled_links`.""" + ... + + def crawled_similar(self, signature): + """Determine if we've already crawled a page matching the given signature""" + ... +``` + +`Page` is an abstraction within the **Crawler Service** that encapsulates a page, its contents, child urls, and signature: + +``` +class Page(object): + + def __init__(self, url, contents, child_urls, signature): + self.url = url + self.contents = contents + self.child_urls = child_urls + self.signature = signature +``` + +`Crawler` is the main class within **Crawler Service**, composed of `Page` and `PagesDataStore`. + +``` +class Crawler(object): + + def __init__(self, data_store, reverse_index_queue, doc_index_queue): + self.data_store = data_store + self.reverse_index_queue = reverse_index_queue + self.doc_index_queue = doc_index_queue + + def create_signature(self, page): + """Create signature based on url and contents.""" + ... + + def crawl_page(self, page): + for url in page.child_urls: + self.data_store.add_link_to_crawl(url) + page.signature = self.create_signature(page) + self.data_store.remove_link_to_crawl(page.url) + self.data_store.insert_crawled_link(page.url, page.signature) + + def crawl(self): + while True: + page = self.data_store.extract_max_priority_page() + if page is None: + break + if self.data_store.crawled_similar(page.signature): + self.data_store.reduce_priority_link_to_crawl(page.url) + else: + self.crawl_page(page) +``` + +### Handling duplicates + +We need to be careful the web crawler doesn't get stuck in an infinite loop, which happens when the graph contains a cycle. + +**Clarify with your interviewer how much code you are expected to write**. + +We'll want to remove duplicate urls: + +* For smaller lists we could use something like `sort | unique` +* With 1 billion links to crawl, we could use **MapReduce** to output only entries that have a frequency of 1 + +``` +class RemoveDuplicateUrls(MRJob): + + def mapper(self, _, line): + yield line, 1 + + def reducer(self, key, values): + total = sum(values) + if total == 1: + yield key, total +``` + +Detecting duplicate content is more complex. We could generate a signature based on the contents of the page and compare those two signatures for similarity. Some potential algorithms are [Jaccard index](https://en.wikipedia.org/wiki/Jaccard_index) and [cosine similarity](https://en.wikipedia.org/wiki/Cosine_similarity). + +### Determining when to update the crawl results + +Pages need to be crawled regularly to ensure freshness. Crawl results could have a `timestamp` field that indicates the last time a page was crawled. After a default time period, say one week, all pages should be refreshed. Frequently updated or more popular sites could be refreshed in shorter intervals. + +Although we won't dive into details on analytics, we could do some data mining to determine the mean time before a particular page is updated, and use that statistic to determine how often to re-crawl the page. + +We might also choose to support a `Robots.txt` file that gives webmasters control of crawl frequency. + +### Use case: User inputs a search term and sees a list of relevant pages with titles and snippets + +* The **Client** sends a request to the **Web Server**, running as a [reverse proxy](https://github.com/donnemartin/system-design-primer-interview#reverse-proxy-web-server) +* The **Web Server** forwards the request to the **Query API** server +* The **Query API** server does does the following: + * Parses the query + * Removes markup + * Breaks up the text into terms + * Fixes typos + * Normalizes capitalization + * Converts the query to use boolean operations + * Uses the **Reverse Index Service** to find documents matching the query + * The **Reverse Index Service** ranks the matching results and returns the top ones + * Uses the **Document Service** to return titles and snippets + +We'll use a public [**REST API**](https://github.com/donnemartin/system-design-primer-interview##representational-state-transfer-rest): + +``` +$ curl https://search.com/api/v1/search?query=hello+world +``` + +Response: + +``` +{ + "title": "foo's title", + "snippet": "foo's snippet", + "link": "https://foo.com", +}, +{ + "title": "bar's title", + "snippet": "bar's snippet", + "link": "https://bar.com", +}, +{ + "title": "baz's title", + "snippet": "baz's snippet", + "link": "https://baz.com", +}, +``` + +For internal communications, we could use [Remote Procedure Calls](https://github.com/donnemartin/system-design-primer-interview#remote-procedure-call-rpc). + +## Step 4: Scale the design + +> Identify and address bottlenecks, given the constraints. + +![Imgur](http://i.imgur.com/bWxPtQA.png) + +**Important: Do not simply jump right into the final design from the initial design!** + +State you would 1) **Benchmark/Load Test**, 2) **Profile** for bottlenecks 3) address bottlenecks while evaluating alternatives and trade-offs, and 4) repeat. See [Design a system that scales to millions of users on AWS]() as a sample on how to iteratively scale the initial design. + +It's important to discuss what bottlenecks you might encounter with the initial design and how you might address each of them. For example, what issues are addressed by adding a **Load Balancer** with multiple **Web Servers**? **CDN**? **Master-Slave Replicas**? What are the alternatives and **Trade-Offs** for each? + +We'll introduce some components to complete the design and to address scalability issues. Internal load balancers are not shown to reduce clutter. + +*To avoid repeating discussions*, refer to the following [system design topics](https://github.com/donnemartin/system-design-primer-interview#) for main talking points, tradeoffs, and alternatives: + +* [DNS](https://github.com/donnemartin/system-design-primer-interview#domain-name-system) +* [Load balancer](https://github.com/donnemartin/system-design-primer-interview#load-balancer) +* [Horizontal scaling](https://github.com/donnemartin/system-design-primer-interview#horizontal-scaling) +* [Web server (reverse proxy)](https://github.com/donnemartin/system-design-primer-interview#reverse-proxy-web-server) +* [API server (application layer)](https://github.com/donnemartin/system-design-primer-interview#application-layer) +* [Cache](https://github.com/donnemartin/system-design-primer-interview#cache) +* [NoSQL](https://github.com/donnemartin/system-design-primer-interview#nosql) +* [Consistency patterns](https://github.com/donnemartin/system-design-primer-interview#consistency-patterns) +* [Availability patterns](https://github.com/donnemartin/system-design-primer-interview#availability-patterns) + +Some searches are very popular, while others are only executed once. Popular queries can be served from a **Memory Cache** such as Redis or Memcached to reduce response times and to avoid overloading the **Reverse Index Service** and **Document Service**. The **Memory Cache** is also useful for handling the unevenly distributed traffic and traffic spikes. Reading 1 MB sequentially from memory takes about 250 microseconds, while reading from SSD takes 4x and from disk takes 80x longer.1 + +Below are a few other optimizations to the **Crawling Service**: + +* To handle the data size and request load, the **Reverse Index Service** and **Document Service** will likely need to make heavy use sharding and replication. +* DNS lookup can be a bottleneck, the **Crawler Service** can keep its own DNS lookup that is refreshed periodically +* The **Crawler Service** can improve performance and reduce memory usage by keeping many open connections at a time, referred to as [connection pooling](https://en.wikipedia.org/wiki/Connection_pool) + * Switching to [UDP](https://github.com/donnemartin/system-design-primer-interview#user-datagram-protocol-udp) could also boost performance +* Web crawling is bandwidth intensive, ensure there is enough bandwidth to sustain high throughput + +## Additional talking points + +> Additional topics to dive into, depending on the problem scope and time remaining. + +### SQL scaling patterns + +* [Read replicas](https://github.com/donnemartin/system-design-primer-interview#master-slave) +* [Federation](https://github.com/donnemartin/system-design-primer-interview#federation) +* [Sharding](https://github.com/donnemartin/system-design-primer-interview#sharding) +* [Denormalization](https://github.com/donnemartin/system-design-primer-interview#denormalization) +* [SQL Tuning](https://github.com/donnemartin/system-design-primer-interview#sql-tuning) + +#### NoSQL + +* [Key-value store](https://github.com/donnemartin/system-design-primer-interview#) +* [Document store](https://github.com/donnemartin/system-design-primer-interview#) +* [Wide column store](https://github.com/donnemartin/system-design-primer-interview#) +* [Graph database](https://github.com/donnemartin/system-design-primer-interview#) +* [SQL vs NoSQL](https://github.com/donnemartin/system-design-primer-interview#) + +### Caching + +* Where to cache + * [Client caching](https://github.com/donnemartin/system-design-primer-interview#client-caching) + * [CDN caching](https://github.com/donnemartin/system-design-primer-interview#cdn-caching) + * [Web server caching](https://github.com/donnemartin/system-design-primer-interview#web-server-caching) + * [Database caching](https://github.com/donnemartin/system-design-primer-interview#database-caching) + * [Application caching](https://github.com/donnemartin/system-design-primer-interview#application-caching) +* What to cache + * [Caching at the database query level](https://github.com/donnemartin/system-design-primer-interview#caching-at-the-database-query-level) + * [Caching at the object level](https://github.com/donnemartin/system-design-primer-interview#caching-at-the-object-level) +* When to update the cache + * [Cache-aside](https://github.com/donnemartin/system-design-primer-interview#cache-aside) + * [Write-through](https://github.com/donnemartin/system-design-primer-interview#write-through) + * [Write-behind (write-back)](https://github.com/donnemartin/system-design-primer-interview#write-behind-write-back) + * [Refresh ahead](https://github.com/donnemartin/system-design-primer-interview#refresh-ahead) + +### Asynchronism and microservices + +* [Message queues](https://github.com/donnemartin/system-design-primer-interview#) +* [Task queues](https://github.com/donnemartin/system-design-primer-interview#) +* [Back pressure](https://github.com/donnemartin/system-design-primer-interview#) +* [Microservices](https://github.com/donnemartin/system-design-primer-interview#) + +### Communications + +* Discuss tradeoffs: + * External communication with clients - [HTTP APIs following REST](https://github.com/donnemartin/system-design-primer-interview#representational-state-transfer-rest) + * Internal communications - [RPC](https://github.com/donnemartin/system-design-primer-interview#remote-procedure-call-rpc) +* [Service discovery](https://github.com/donnemartin/system-design-primer-interview#service-discovery) + +### Security + +Refer to the [security section](https://github.com/donnemartin/system-design-primer-interview#security). + +### Latency numbers + +See [Latency numbers every programmer should know](https://github.com/donnemartin/system-design-primer-interview#latency-numbers-every-programmer-should-know). + +### Ongoing + +* Continue benchmarking and monitoring your system to address bottlenecks as they come up +* Scaling is an iterative process diff --git a/solutions/system_design/web_crawler/__init__.py b/solutions/system_design/web_crawler/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/solutions/system_design/web_crawler/web_crawler.png b/solutions/system_design/web_crawler/web_crawler.png new file mode 100644 index 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new file mode 100644 index 00000000..8a5f8087 --- /dev/null +++ b/solutions/system_design/web_crawler/web_crawler_mapreduce.py @@ -0,0 +1,25 @@ +# -*- coding: utf-8 -*- + +from mrjob.job import MRJob + + +class RemoveDuplicateUrls(MRJob): + + def mapper(self, _, line): + yield line, 1 + + def reducer(self, key, values): + total = sum(values) + if total == 1: + yield key, total + + def steps(self): + """Run the map and reduce steps.""" + return [ + self.mr(mapper=self.mapper, + reducer=self.reducer) + ] + + +if __name__ == '__main__': + RemoveDuplicateUrls.run() diff --git a/solutions/system_design/web_crawler/web_crawler_snippets.py b/solutions/system_design/web_crawler/web_crawler_snippets.py new file mode 100644 index 00000000..e85e2361 --- /dev/null +++ b/solutions/system_design/web_crawler/web_crawler_snippets.py @@ -0,0 +1,72 @@ +# -*- coding: utf-8 -*- + +class PagesDataStore(object): + + def __init__(self, db); + self.db = db + ... + + def add_link_to_crawl(self, url): + """Add the given link to `links_to_crawl`.""" + ... + + def remove_link_to_crawl(self, url): + """Remove the given link from `links_to_crawl`.""" + ... + + def reduce_priority_link_to_crawl(self, url) + """Reduce the priority of a link in `links_to_crawl` to avoid cycles.""" + ... + + def extract_max_priority_page(self): + """Return the highest priority link in `links_to_crawl`.""" + ... + + def insert_crawled_link(self, url, signature): + """Add the given link to `crawled_links`.""" + ... + + def crawled_similar(self, signature): + """Determine if we've already crawled a page matching the given signature""" + ... + + +class Page(object): + + def __init__(self, url, contents, child_urls): + self.url = url + self.contents = contents + self.child_urls = child_urls + self.signature = self.create_signature() + + def create_signature(self): + # Create signature based on url and contents + ... + + +class Crawler(object): + + def __init__(self, pages, data_store, reverse_index_queue, doc_index_queue): + self.pages = pages + self.data_store = data_store + self.reverse_index_queue = reverse_index_queue + self.doc_index_queue = doc_index_queue + + def crawl_page(self, page): + for url in page.child_urls: + self.data_store.add_link_to_crawl(url) + self.reverse_index_queue.generate(page) + self.doc_index_queue.generate(page) + self.data_store.remove_link_to_crawl(page.url) + self.data_store.insert_crawled_link(page.url, page.signature) + + def crawl(self): + while True: + page = self.data_store.extract_max_priority_page() + if page is None: + break + if self.data_store.crawled_similar(page.signature): + self.data_store.reduce_priority_link_to_crawl(page.url) + else: + self.crawl_page(page) + page = self.data_store.extract_max_priority_page()