From 29532a2dc02e7a5d4821782e453df3cf6e57fa0f Mon Sep 17 00:00:00 2001 From: Kalyanasundaram Somasundaram Date: Wed, 4 Aug 2021 17:12:14 +0530 Subject: [PATCH] reorganise course folders --- courses/level101/big_data/evolution.md | 84 +++ .../big_data/images/hadoop_evolution.png | Bin 0 -> 66677 bytes .../big_data/images/hdfs_architecture.png | Bin 0 -> 21159 bytes .../level101/big_data/images/map_reduce.jpg | Bin 0 -> 33395 bytes .../big_data/images/mapreduce_example.jpg | Bin 0 -> 30669 bytes .../level101/big_data/images/pig_example.png | Bin 0 -> 379489 bytes .../big_data/images/yarn_architecture.gif | Bin 0 -> 30978 bytes courses/level101/big_data/intro.md | 57 ++ courses/level101/big_data/tasks.md | 14 + .../databases_nosql/further_reading.md | 29 + .../databases_nosql/images/Quorum.png | Bin 0 -> 30658 bytes .../databases_nosql/images/cluster_quorum.png | Bin 0 -> 59027 bytes .../images/consistent_hashing.png | Bin 0 -> 74356 bytes .../images/database_sharding.png | Bin 0 -> 21004 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100644 courses/systems_design/images/availability.jpg create mode 100644 courses/systems_design/images/cdn.jpg create mode 100644 courses/systems_design/images/first-architecture.jpg create mode 100644 courses/systems_design/images/horizontal-scaling.jpg create mode 100644 courses/systems_design/images/microservices.jpg create mode 100644 courses/systems_design/images/sharding-1.jpg create mode 100644 courses/systems_design/images/sharding-2.jpg create mode 100644 courses/systems_design/images/swimlane-1.jpg create mode 100644 courses/systems_design/images/swimlane-2.jpg create mode 100644 courses/systems_design/intro.md create mode 100644 courses/systems_design/scalability.md diff --git a/courses/level101/big_data/evolution.md b/courses/level101/big_data/evolution.md new file mode 100644 index 0000000..cb665b7 --- /dev/null +++ b/courses/level101/big_data/evolution.md @@ -0,0 +1,84 @@ +# Evolution of Hadoop + +![Evolution of hadoop](images/hadoop_evolution.png) + +# Architecture of Hadoop + +1. **HDFS** + 1. The Hadoop Distributed File System (HDFS) is a distributed file system designed to run on commodity hardware. It has many similarities with existing distributed file systems. However, the differences from other distributed file systems are significant. + 2. HDFS is highly fault-tolerant and is designed to be deployed on low-cost hardware. HDFS provides high throughput access to application data and is suitable for applications that have large data sets. + 3. HDFS is part of the [Apache Hadoop Core project](https://github.com/apache/hadoop). + + ![HDFS Architecture](images/hdfs_architecture.png) + + 1. NameNode: is the arbitrator and central repository of file namespace in the cluster. The NameNode executes the operations such as opening, closing, and renaming files and directories. + 2. DataNode: manages the storage attached to the node on which it runs. It is responsible for serving all the read and writes requests. It performs operations on instructions on NameNode such as creation, deletion, and replications of blocks. + 3. Client: Responsible for getting the required metadata from the namenode and then communicating with the datanodes for reads and writes.


+ +2. **YARN** + 1. YARN stands for “Yet Another Resource Negotiator“. It was introduced in Hadoop 2.0 to remove the bottleneck on Job Tracker which was present in Hadoop 1.0. YARN was described as a “Redesigned Resource Manager” at the time of its launching, but it has now evolved to be known as a large-scale distributed operating system used for Big Data processing. + 2. The main components of YARN architecture include: + + ![YARN Architecture](images/yarn_architecture.gif) + + 1. Client: It submits map-reduce(MR) jobs to the resource manager. + 2. Resource Manager: It is the master daemon of YARN and is responsible for resource assignment and management among all the applications. Whenever it receives a processing request, it forwards it to the corresponding node manager and allocates resources for the completion of the request accordingly. It has two major components: + 3. Scheduler: It performs scheduling based on the allocated application and available resources. It is a pure scheduler, which means that it does not perform other tasks such as monitoring or tracking and does not guarantee a restart if a task fails. The YARN scheduler supports plugins such as Capacity Scheduler and Fair Scheduler to partition the cluster resources. + 4. Application manager: It is responsible for accepting the application and negotiating the first container from the resource manager. It also restarts the Application Manager container if a task fails. + 5. Node Manager: It takes care of individual nodes on the Hadoop cluster and manages application and workflow and that particular node. Its primary job is to keep up with the Node Manager. It monitors resource usage, performs log management, and also kills a container based on directions from the resource manager. It is also responsible for creating the container process and starting it at the request of the Application master. + 6. Application Master: An application is a single job submitted to a framework. The application manager is responsible for negotiating resources with the resource manager, tracking the status, and monitoring the progress of a single application. The application master requests the container from the node manager by sending a Container Launch Context(CLC) which includes everything an application needs to run. Once the application is started, it sends the health report to the resource manager from time-to-time. + 7. Container: It is a collection of physical resources such as RAM, CPU cores, and disk on a single node. The containers are invoked by Container Launch Context(CLC) which is a record that contains information such as environment variables, security tokens, dependencies, etc.

+ + +# MapReduce framework + +![MapReduce Framework](images/map_reduce.jpg) + +1. The term MapReduce represents two separate and distinct tasks Hadoop programs perform-Map Job and Reduce Job. Map jobs take data sets as input and process them to produce key-value pairs. Reduce job takes the output of the Map job i.e. the key-value pairs and aggregates them to produce desired results. +2. Hadoop MapReduce (Hadoop Map/Reduce) is a software framework for distributed processing of large data sets on computing clusters. Mapreduce helps to split the input data set into a number of parts and run a program on all data parts parallel at once. +3. Please find the below Word count example demonstrating the usage of the MapReduce framework: + +![Word Count Example](images/mapreduce_example.jpg) +

+ +# Other tooling around Hadoop + +1. [**Hive**](https://hive.apache.org/) + 1. Uses a language called HQL which is very SQL like. Gives non-programmers the ability to query and analyze data in Hadoop. Is basically an abstraction layer on top of map-reduce. + 2. Ex. HQL query: + 1. _SELECT pet.name, comment FROM pet JOIN event ON (pet.name = event.name);_ + 3. In mysql: + 1. _SELECT pet.name, comment FROM pet, event WHERE pet.name = event.name;_ +2. [**Pig**](https://pig.apache.org/) + 1. Uses a scripting language called Pig Latin, which is more workflow driven. Don't need to be an expert Java programmer but need a few coding skills. Is also an abstraction layer on top of map-reduce. + 2. Here is a quick question for you: + What is the output of running the pig queries in the right column against the data present in the left column in the below image? + + ![Pig Example](images/pig_example.png) + + Output: + ``` + 7,Komal,Nayak,24,9848022334,trivendram + 8,Bharathi,Nambiayar,24,9848022333,Chennai + 5,Trupthi,Mohanthy,23,9848022336,Bhuwaneshwar + 6,Archana,Mishra,23,9848022335,Chennai + ``` + +3. [**Spark**](https://spark.apache.org/) + 1. Spark provides primitives for in-memory cluster computing that allows user programs to load data into a cluster’s memory and query it repeatedly, making it well suited to machine learning algorithms. +4. [**Presto**](https://prestodb.io/) + 1. Presto is a high performance, distributed SQL query engine for Big Data. + 2. Its architecture allows users to query a variety of data sources such as Hadoop, AWS S3, Alluxio, MySQL, Cassandra, Kafka, and MongoDB. + 3. Example presto query: + ``` + use studentDB; + show tables; + SELECT roll_no, name FROM studentDB.studentDetails where section=’A’ limit 5; + ``` +
+ +# Data Serialisation and storage + +1. In order to transport the data over the network or to store on some persistent storage, we use the process of translating data structures or objects state into binary or textual form. We call this process serialization.. +2. Avro data is stored in a container file (a .avro file) and its schema (the .avsc file) is stored with the data file. +3. 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zVN!!X?%HO96B=oowIL+d1CdO6j8?T&S@ML08spYP5%@4 literal 0 HcmV?d00001 diff --git a/courses/level101/big_data/intro.md b/courses/level101/big_data/intro.md new file mode 100644 index 0000000..3e5beb5 --- /dev/null +++ b/courses/level101/big_data/intro.md @@ -0,0 +1,57 @@ +# Big Data + +## Prerequisites + +- Basics of Linux File systems. +- Basic understanding of System Design. + +## What to expect from this course + +This course covers the basics of Big Data and how it has evolved to become what it is today. We will take a look at a few realistic scenarios where Big Data would be a perfect fit. An interesting assignment on designing a Big Data system is followed by understanding the architecture of Hadoop and the tooling around it. + +## What is not covered under this course + +Writing programs to draw analytics from data. + +## Course Contents + +1. [Overview of Big Data](https://linkedin.github.io/school-of-sre/level101/big_data/intro/#overview-of-big-data) +2. [Usage of Big Data techniques](https://linkedin.github.io/school-of-sre/level101/big_data/intro/#usage-of-big-data-techniques) +3. [Evolution of Hadoop](https://linkedin.github.io/school-of-sre/level101/big_data/evolution/) +4. [Architecture of hadoop](https://linkedin.github.io/school-of-sre/level101/big_data/evolution/#architecture-of-hadoop) + 1. HDFS + 2. Yarn +5. [MapReduce framework](https://linkedin.github.io/school-of-sre/level101/big_data/evolution/#mapreduce-framework) +6. [Other tooling around hadoop](https://linkedin.github.io/school-of-sre/level101/big_data/evolution/#other-tooling-around-hadoop) + 1. Hive + 2. Pig + 3. Spark + 4. Presto +7. [Data Serialisation and storage](https://linkedin.github.io/school-of-sre/level101/big_data/evolution/#data-serialisation-and-storage) + + +# Overview of Big Data + +1. Big Data is a collection of large datasets that cannot be processed using traditional computing techniques. It is not a single technique or a tool, rather it has become a complete subject, which involves various tools, techniques, and frameworks. +2. Big Data could consist of + 1. Structured data + 2. Unstructured data + 3. Semi-structured data +3. Characteristics of Big Data: + 1. Volume + 2. Variety + 3. Velocity + 4. Variability +4. Examples of Big Data generation include stock exchanges, social media sites, jet engines, etc. + + +# Usage of Big Data Techniques + +1. Take the example of the traffic lights problem. + 1. There are more than 300,000 traffic lights in the US as of 2018. + 2. Let us assume that we placed a device on each of them to collect metrics and send it to a central metrics collection system. + 3. If each of the IoT devices sends 10 events per minute, we have 300000x10x60x24 = 432x10^7 events per day. + 4. How would you go about processing that and telling me how many of the signals were “green” at 10:45 am on a particular day? +2. Consider the next example on Unified Payments Interface (UPI) transactions: + 1. We had about 1.15 billion UPI transactions in the month of October 2019 in India. + 12. If we try to extrapolate this data to about a year and try to find out some common payments that were happening through a particular UPI ID, how do you suggest we go about that? diff --git a/courses/level101/big_data/tasks.md b/courses/level101/big_data/tasks.md new file mode 100644 index 0000000..fc2ec5e --- /dev/null +++ b/courses/level101/big_data/tasks.md @@ -0,0 +1,14 @@ +# Tasks and conclusion + +## Post-training tasks: + +1. Try setting up your own 3 node Hadoop cluster. + 1. A VM based solution can be found [here](http://hortonworks.com/wp-content/uploads/2015/04/Import_on_VBox_4_07_2015.pdf) +2. Write a simple spark/MR job of your choice and understand how to generate analytics from data. + 1. Sample dataset can be found [here](https://grouplens.org/datasets/movielens/) + +## References: +1. [Hadoop documentation](http://hadoop.apache.org/docs/current/) +2. [HDFS Architecture](http://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html) +3. [YARN Architecture](http://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html) +4. [Google GFS paper](https://storage.googleapis.com/pub-tools-public-publication-data/pdf/035fc972c796d33122033a0614bc94cff1527999.pdf) diff --git a/courses/level101/databases_nosql/further_reading.md b/courses/level101/databases_nosql/further_reading.md new file mode 100644 index 0000000..f08d944 --- /dev/null +++ b/courses/level101/databases_nosql/further_reading.md @@ -0,0 +1,29 @@ +# Conclusion + +We have covered basic concepts of NoSQL databases. There is much more to learn and do. We hope this course gives you a good start and inspires you to explore further. + +# Further reading + +NoSQL: + +[https://hostingdata.co.uk/nosql-database/](https://hostingdata.co.uk/nosql-database/) + +[https://www.mongodb.com/nosql-explained](https://www.mongodb.com/nosql-explained) + +[https://www.mongodb.com/nosql-explained/nosql-vs-sql](https://www.mongodb.com/nosql-explained/nosql-vs-sql) + +Cap Theorem + +[http://www.julianbrowne.com/article/brewers-cap-theorem](http://www.julianbrowne.com/article/brewers-cap-theorem) + +Scalability + +[http://www.slideshare.net/jboner/scalability-availability-stability-patterns](http://www.slideshare.net/jboner/scalability-availability-stability-patterns) + +Eventual Consistency + +[https://www.allthingsdistributed.com/2008/12/eventually_consistent.html](https://www.allthingsdistributed.com/2008/12/eventually_consistent.html) + +[https://www.toptal.com/big-data/consistent-hashing](https://www.toptal.com/big-data/consistent-hashing) + 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zH(y*|}hq~U&A=ezb#W4ecEZ>x*N} zebXdHct!3n-q~)g*~hFrs+*&Vezkf#V(5CytH3=uD}U;!W%$hP;FmvL-`mM*PK;Rm zLW_S7z?aB$7g+v`H}r*We*TTDjDX;v-l&K_DkBN!VtT1l#K}!`H920P$aL|QbME^_0Q=wh*&tS6c$ z@>)~_H&Zuk#wzgZlWl#qJHdNm{Gi_Dl#&`@l{MzZz-oa;%9{_wfSMBug-!mWW;K?B zxFA6&PfmJ!uyM)4x>L2EC=N@{Sn^%%HCGpQiK-9AJx~{z^D(?0(zleS~;3M)jc4v$|H)6VS#Z~+@g;iV81SVFe6WMf9UD}O2E5KKVbV_)F$ZeI@^qIP z@gv{whn_rj>eT#a_}ZLqNHr~Jk~DrT742A%yZF7&U0W&NO@Wn;onIxWyLamA z3)4ch>liGktO8NtB07&w>O?QxCJW6ngFLYx&;T zRAmcx+h`7*Bz1d>)e6n(2|RZ_?Amq>J20KEUNebDn@7kvJA zY`hYnEc^o)^c3*r5&>Koufh#k&qzKv3xLyXRW%e0_s{cWC8SZe?`&%L2pMwYYn*a3 zSjV4h-M;zIYW_#4s@quYJXt0o*slS%yJ6cfg-${NSb>?DwVPIq7BYj6ReQiMsjIWs zsz4S*)zu}F==>oZ5C{#byLY`Mf-g2s#{LVjf?26t_t*j;wMA;+4;Swx1ZvkR5;*Y* zZ=9@+ti=N&KFLD5Fj#pf&>zvdKmTL{3hI$tWuNc(Ry+QK&r4H0M-ol?^0O+hpNf|Kr}QC z0q|8vl%P^O@PCW`W()DUjE&ViQwexmMgt=vU(H}#kVEePN(Y8o5BH(_;Mafm!24e? ucmDss@V{aS{QtM{zxp;dJb!d=Ye(=Wcj<60 + + + + Performance + + Scalability + + Flexibility + + Complexity + + Functionality + + + + Key Value + + high + + high + + high + + none + + Variable + + + + Document stores + + high + + Variable (high) + + high + + low + + Variable (low) + + + + Column DB + + high + + high + + moderate + + low + + minimal + + + + Graph + + Variable + + Variable + + high + + high + + Graph theory + + + + + + +### Differences between SQL and NoSQL + +The table below summarizes the main differences between SQL and NoSQL databases. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ SQL Databases + NoSQL Databases +
Data Storage Model + Tables with fixed rows and columns + Document: JSON documents, Key-value: key-value pairs, Wide-column: tables with rows and dynamic columns, Graph: nodes and edges +
Primary Purpose + General purpose + Document: general purpose, Key-value: large amounts of data with simple lookup queries, Wide-column: large amounts of data with predictable query patterns, Graph: analyzing and traversing relationships between connected data +
Schemas + Rigid + Flexible +
Scaling + Vertical (scale-up with a larger server) + Horizontal (scale-out across commodity servers) +
Multi-Record ACID Transactions + Supported + Most do not support multi-record ACID transactions. However, some—like MongoDB—do. +
Joins + Typically required + Typically not required +
Data to Object Mapping + Requires ORM (object-relational mapping) + Many do not require ORMs. Document DB documents map directly to data structures in most popular programming languages. +
+ + + +### Advantages + + + +* **Flexible Data Models** + + Most NoSQL systems feature flexible schemas. A flexible schema means you can easily modify your database schema to add or remove fields to support for evolving application requirements. This facilitates with continuous application development of new features without database operation overhead. + +* **Horizontal Scaling** + + Most NoSQL systems allow you to scale horizontally, which means you can add in cheaper & commodity hardware, whenever you want to scale a system. On the other hand SQL systems generally scale Vertically (a more powerful server). NoSQL systems can also host huge data sets when compared to traditional SQL systems. + +* **Fast Queries** + + NoSQL can generally be a lot faster than traditional SQL systems due to data denormalization and horizontal scaling. Most NoSQL systems also tend to store similar data together facilitating faster query responses. + +* **Developer productivity** + + NoSQL systems tend to map data based on the programming data structures. As a result developers need to perform fewer data transformations leading to increased productivity & fewer bugs. diff --git a/courses/level101/databases_nosql/key_concepts.md b/courses/level101/databases_nosql/key_concepts.md new file mode 100644 index 0000000..f321721 --- /dev/null +++ b/courses/level101/databases_nosql/key_concepts.md @@ -0,0 +1,274 @@ +# Key Concepts + +Lets looks at some of the key concepts when we talk about NoSQL or distributed systems + + +### CAP Theorem + + + +In a keynote titled “[Towards Robust Distributed Systems](https://sites.cs.ucsb.edu/~rich/class/cs293b-cloud/papers/Brewer_podc_keynote_2000.pdf)” at ACM’s PODC symposium in 2000 Eric Brewer came up with the so-called CAP-theorem which is widely adopted today by large web companies as well as in the NoSQL community. The CAP acronym stands for **C**onsistency, **A**vailability & **P**artition Tolerance. + + + +* **Consistency** + + It refers to how consistent a system is after an execution. A distributed system is called consistent when a write made by a source is available for all readers of that shared data. Different NoSQL systems support different levels of consistency. + +* **Availability** + + It refers to how a system responds to loss of functionality of different systems due to hardware and software failures. A high availability implies that a system is still available to handle operations (reads and writes) when a certain part of the system is down due to a failure or upgrade. + +* **Partition Tolerance** + + It is the ability of the system to continue operations in the event of a network partition. A network partition occurs when a failure causes two or more islands of networks where the systems can’t talk to each other across the islands temporarily or permanently. + + +Brewer alleges that one can at most choose two of these three characteristics in a shared-data system. The CAP-theorem states that a choice can only be made for two options out of consistency, availability and partition tolerance. A growing number of use cases in large scale applications tend to value reliability implying that availability & redundancy are more valuable than consistency. As a result these systems struggle to meet ACID properties. They attain this by loosening on the consistency requirement i.e Eventual Consistency. + +**Eventual Consistency **means that all readers will see writes, as time goes on: “In a steady state, the system will eventually return the last written value”. Clients therefore may face an inconsistent state of data as updates are in progress. For instance, in a replicated database updates may go to one node which replicates the latest version to all other nodes that contain a replica of the modified dataset so that the replica nodes eventually will have the latest version. + +NoSQL systems support different levels of eventual consistency models. For example: + + + +* **Read Your Own Writes Consistency** + + Clients will see their updates immediately after they are written. The reads can hit nodes other than the one where it was written. However they might not see updates by other clients immediately. + +* **Session Consistency** + + Clients will see the updates to their data within a session scope. This generally indicates that reads & writes occur on the same server. Other clients using the same nodes will receive the same updates. + +* **Casual Consistency** + + A system provides causal consistency if the following condition holds: write operations that are related by potential causality are seen by each process of the system in order. Different processes may observe concurrent writes in different orders + + + + +Eventual consistency is useful if concurrent updates of the same partitions of data are unlikely and if clients do not immediately depend on reading updates issued by themselves or by other clients. + +Depending on what consistency model was chosen for the system (or parts of it), determines where the requests are routed, ex: replicas. + +**CAP alternatives illustration** + + + + + + + + + + + + + + + + + + + + + + + +
Choice + Traits + Examples +
Consistency + Availability +

+(Forfeit Partitions) +

2-phase commits +

+Cache invalidation protocols +

Single-site databases Cluster databases +

+LDAP +

+xFS file system +

Consistency + Partition tolerance +

+ (Forfeit Availability) +

Pessimistic locking +

+Make minority partitions unavailable +

Distributed databases Distributed locking Majority protocols +
Availability + Partition tolerance (Forfeit Consistency) + expirations/leases +

+conflict resolution optimistic +

DNS +

+Web caching +

+ + +### Versioning of Data in distributed systems + +When data is distributed across nodes, it can be modified on different nodes at the same time (assuming strict consistency is enforced). Questions arise on conflict resolution for concurrent updates. Some of the popular conflict resolution mechanism are + + + +* **Timestamps** + + This is the most obvious solution. You sort updates based on chronological order and choose the latest update. However this relies on clock synchronization across different parts of the infrastructure. This gets even more complicated when parts of systems are spread across different geographic locations. + +* **Optimistic Locking** + + You associate a unique value like a clock or counter with every data update. When a client wants to update data, it has to specify which version of data needs to be updated. This would mean you need to keep track of history of the data versions. + +* **Vector Clocks** + + A vector clock is defined as a tuple of clock values from each node. In a distributed environment, each node maintains a tuple of such clock values which represent the state of the nodes itself and its peers/replicas. A clock value may be real timestamps derived from local clock or version no. + +

+ + +![alt_text](images/vector_clocks.png "Vector Clocks") + + + + +

Vector clocks illustration

+ +Vector clocks have the following advantages over other conflict resolution mechanism + + + +1. No dependency on synchronized clocks +2. No total ordering of revision nos required for casual reasoning + +No need to store and maintain multiple versions of the data on different nodes.** ** + + +### Partitioning + +When the amount of data crosses the capacity of a single node, we need to think of splitting data, creating replicas for load balancing & disaster recovery. Depending on how dynamic the infrastructure is, we have a few approaches that we can take. + + + +1. **Memory cached** + + These are partitioned in-memory databases that are primarily used for transient data. These databases are generally used as a front for traditional RDBMS. Most frequently used data is replicated from a rdbms into a memory database to facilitate fast queries and to take the load off from backend DB’s. A very common example is memcached or couchbase. + +2. **Clustering** + + Traditional cluster mechanisms abstract away the cluster topology from clients. A client need not know where the actual data is residing and which node it is talking to. Clustering is very commonly used in traditional RDBMS where it can help scaling the persistent layer to a certain extent. + +3. **Separating reads from writes** + + In this method, you will have multiple replicas hosting the same data. The incoming writes are typically sent to a single node (Leader) or multiple nodes (multi-Leader), while the rest of the replicas (Follower) handle reads requests. The leader replicates writes asynchronously to all followers. However the write lag can’t be completely avoided. Sometimes a leader can crash before it replicates all the data to a follower. When this happens, a follower with the most consistent data can be turned into a leader. As you can realize now, it is hard to enforce full consistency in this model. You also need to consider the ratio of read vs write traffic. This model won’t make sense when writes are higher than reads. The replication methods can also vary widely. Some systems do a complete transfer of state periodically, while others use a delta state transfer approach. You could also transfer the state by transferring the operations in order. The followers can then apply the same operations as the leader to catch up. + +4. **Sharding** + + Sharing refers to dividing data in such a way that data is distributed evenly (both in terms of storage & processing power) across a cluster of nodes. It can also imply data locality, which means similar & related data is stored together to facilitate faster access. A shard in turn can be further replicated to meet load balancing or disaster recovery requirements. A single shard replica might take in all writes (single leader) or multiple replicas can take writes (multi-leader). Reads can be distributed across multiple replicas. Since data is now distributed across multiple nodes, clients should be able to consistently figure out where data is hosted. We will look at some of the common techniques below. The downside of sharding is that joins between shards is not possible. So an upstream/downstream application has to aggregate the results from multiple shards. + +

+ + +![alt_text]( images/database_sharding.png "Sharding") + + +

Sharding example

+ + +### Hashing + +A hash function is a function that maps one piece of data—typically describing some kind of object, often of arbitrary size—to another piece of data, typically an integer, known as _hash code_, or simply _hash_. In a partitioned database, it is important to consistently map a key to a server/replica. + +For ex: you can use a very simple hash as a modulo function. + + + _p = k mod n_ + +Where + + + p -> partition, + + + k -> primary key + + + n -> no of nodes + +The downside of this simple hash is that, whenever the cluster topology changes, the data distribution also changes. When you are dealing with memory caches, it will be easy to distribute partitions around. Whenever a node joins/leaves a topology, partitions can reorder themselves, a cache miss can be re-populated from backend DB. However when you look at persistent data, it is not possible as the new node doesn’t have the data needed to serve it. This brings us to consistent hashing. + + +#### Consistent Hashing + +Consistent hashing is a distributed hashing scheme that operates independently of the number of servers or objects in a distributed _hash table_ by assigning them a position on an abstract circle, or _hash ring_. This allows servers and objects to scale without affecting the overall system. + +Say that our hash function h() generates a 32-bit integer. Then, to determine to which server we will send a key k, we find the server s whose hash h(s) is the smallest integer that is larger than h(k). To make the process simpler, we assume the table is circular, which means that if we cannot find a server with a hash larger than h(k), we wrap around and start looking from the beginning of the array. + +

+ + +![alt_text]( images/consistent_hashing.png "Consistent Hashing") + + +

Consistent hashing illustration

+ +In consistent hashing when a server is removed or added then only the keys from that server are relocated. For example, if server S3 is removed then, all keys from server S3 will be moved to server S4 but keys stored on server S4 and S2 are not relocated. But there is one problem, when server S3 is removed then keys from S3 are not equally distributed among remaining servers S4 and S2. They are only assigned to server S4 which increases the load on server S4. + +To evenly distribute the load among servers when a server is added or removed, it creates a fixed number of replicas ( known as virtual nodes) of each server and distributes it along the circle. So instead of server labels S1, S2 and S3, we will have S10 S11…S19, S20 S21…S29 and S30 S31…S39. The factor for a number of replicas is also known as _weight_, depending on the situation. + + + + +All keys which are mapped to replicas Sij are stored on server Si. To find a key we do the same thing, find the position of the key on the circle and then move forward until you find a server replica. If the server replica is Sij then the key is stored in server Si. + +Suppose server S3 is removed, then all S3 replicas with labels S30 S31 … S39 must be removed. Now the objects keys adjacent to S3X labels will be automatically re-assigned to S1X, S2X and S4X. All keys originally assigned to S1, S2 & S4 will not be moved. + +Similar things happen if we add a server. Suppose we want to add a server S5 as a replacement of S3 then we need to add labels S50 S51 … S59. In the ideal case, one-fourth of keys from S1, S2 and S4 will be reassigned to S5. + +When applied to persistent storages, further issues arise: if a node has left the scene, data stored on this node becomes unavailable, unless it has been replicated to other nodes before; in the opposite case of a new node joining the others, adjacent nodes are no longer responsible for some pieces of data which they still store but not get asked for anymore as the corresponding objects are no longer hashed to them by requesting clients. In order to address this issue, a replication factor (r) can be introduced. + +Introducing replicas in a partitioning scheme—besides reliability benefits—also makes it possible to spread workload for read requests that can go to any physical node responsible for a requested piece of data. Scalability doesn’t work if the clients have to decide between multiple versions of the dataset, because they need to read from a quorum of servers which in turn reduces the efficiency of load balancing. + + + + +### Quorum + +Quorum is the minimum number of nodes in a cluster that must be online and be able to communicate with each other. If any additional node failure occurs beyond this threshold, the cluster will stop running. + + + + + +To attain a quorum, you need a majority of the nodes. Commonly it is (N/2 + 1), where N is the total no of nodes in the system. For ex, + +In a 3 node cluster, you need 2 nodes for a majority, + +In a 5 node cluster, you need 3 nodes for a majority, + +In a 6 node cluster, you need 4 nodes for a majority. + +

+ + +![alt_text](images/Quorum.png "image_tooltip") + +

Quorum example

+ + + +Network problems can cause communication failures among cluster nodes. One set of nodes might be able to communicate together across a functioning part of a network but not be able to communicate with a different set of nodes in another part of the network. This is known as split brain in cluster or cluster partitioning. + +Now the partition which has quorum is allowed to continue running the application. The other partitions are removed from the cluster. + +Eg: In a 5 node cluster, consider what happens if nodes 1, 2, and 3 can communicate with each other but not with nodes 4 and 5. Nodes 1, 2, and 3 constitute a majority, and they continue running as a cluster. Nodes 4 and 5, being a minority, stop running as a cluster. If node 3 loses communication with other nodes, all nodes stop running as a cluster. However, all functioning nodes will continue to listen for communication, so that when the network begins working again, the cluster can form and begin to run. + +Below diagram demonstrates Quorum selection on a cluster partitioned into two sets. + +

+ + +![alt_text](images/cluster_quorum.png "image_tooltip") + +**

Cluster Quorum example

** + diff --git a/courses/level101/databases_sql/backup_recovery.md b/courses/level101/databases_sql/backup_recovery.md new file mode 100644 index 0000000..81867e4 --- /dev/null +++ b/courses/level101/databases_sql/backup_recovery.md @@ -0,0 +1,219 @@ +### Backup and Recovery +Backups are a very crucial part of any database setup. They are generally a copy of the data that can be used to reconstruct the data in case of any major or minor crisis with the database. In general terms backups can be of two types:- + +- **Physical Backup** - the data directory as it is on the disk +- **Logical Backup** - the table structure and records in it + +Both the above kinds of backups are supported by MySQL with different tools. It is the job of the SRE to identify which should be used when. + +#### Mysqldump +This utility is available with MySQL installation. It helps in getting the logical backup of the database. It outputs a set of SQL statements to reconstruct the data. It is not recommended to use mysqldump for large tables as it might take a lot of time and the file size will be huge. However, for small tables it is the best and the quickest option. + +`mysqldump [options] > dump_output.sql` + +There are certain options that can be used with mysqldump to get an appropriate dump of the database. + +To dump all the databases + +`mysqldump -u -p --all-databases > all_dbs.sql` + +To dump specific databases + +`mysqldump -u -p --databases db1 db2 db3 > dbs.sql` + +To dump a single database +`mysqldump -u -p --databases db1 > db1.sql` + +OR + +`mysqldump -u -p db1 > db1.sql` + +The difference between the above two commands is that the latter one does not contain the **CREATE DATABASE** command in the backup output. + +To dump specific tables in a database + +`mysqldump -u -p db1 table1 table2 > db1_tables.sql` + +To dump only table structures and no data + +`mysqldump -u -p --no-data db1 > db1_structure.sql` + +To dump only table data and no CREATE statements + +`mysqldump -u -p --no-create-info db1 > db1_data.sql` + +To dump only specific records from a table + +`mysqldump -u -p --no-create-info db1 table1 --where=”salary>80000” > db1_table1_80000.sql` + +Mysqldump can also provide output in CSV, other delimited text or XML format to support use-cases if any. The backup from mysqldump utility is offline i.e. when the backup finishes it will not have the changes to the database which were made when the backup was going on. For example, if the backup started at 3 PM and finished at 4 PM, it will not have the changes made to the database between 3 and 4 PM. + +**Restoring** from mysqldump can be done in the following two ways:- + +From shell + +`mysql -u -p < all_dbs.sql` + +OR + +From shell if the database is already created + +`mysql -u -p db1 < db1.sql` + +From within MySQL shell + +`mysql> source all_dbs.sql` + +#### Percona Xtrabackup +This utility is installed separately from the MySQL server and is open source, provided by Percona. It helps in getting the full or partial physical backup of the database. It provides online backup of the database i.e. it will have the changes made to the database when the backup was going on as explained at the end of the previous section. + +- **Full Backup** - the complete backup of the database. +- **Partial Backup** - Incremental + - **Cumulative** - After one full backup, the next backups will have changes post the full backup. For example, we took a full backup on Sunday, from Monday onwards every backup will have changes after Sunday; so, Tuesday’s backup will have Monday’s changes as well, Wednesday’s backup will have changes of Monday and Tuesday as well and so on. + - **Differential** - After one full backup, the next backups will have changes post the previous incremental backup. For example, we took a full backup on Sunday, Monday will have changes done after Sunday, Tuesday will have changes done after Monday, and so on. + +![partial backups - differential and cummulative](images/partial_backup.png "Differential and Cumulative Backups") + +Percona xtrabackup allows us to get both full and incremental backups as we desire. However, incremental backups take less space than a full backup (if taken per day) but the restore time of incremental backups is more than that of full backups. + +**Creating a full backup** + +`xtrabackup --defaults-file= --user= --password= --backup --target-dir=` + +Example + +`xtrabackup --defaults-file=/etc/my.cnf --user=some_user --password=XXXX --backup --target-dir=/mnt/data/backup/` + +Some other options + +- `--stream` - can be used to stream the backup files to standard output in a specified format. xbstream is the only option for now. +- `--tmp-dir` - set this to a tmp directory to be used for temporary files while taking backups. +- `--parallel` - set this to the number of threads that can be used to parallely copy data files to target directory. +- `--compress` - by default - quicklz is used. Set this to have the backup in compressed format. Each file is a .qp compressed file and can be extracted by qpress file archiver. +- `--decompress` - decompresses all the files which were compressed with the .qp extension. It will not delete the .qp files after decompression. To do that, use `--remove-original` along with this. Please note that the decompress option should be run separately from the xtrabackup command that used the compress option. + +**Preparing a backup** + +Once the backup is done with the --backup option, we need to prepare it in order to restore it. This is done to make the datafiles consistent with point-in-time. There might have been some transactions going on while the backup was being executed and those have changed the data files. When we prepare a backup, all those transactions are applied to the data files. + +`xtrabackup --prepare --target-dir=` + +Example + +`xtrabackup --prepare --target-dir=/mnt/data/backup/` + +It is not recommended to halt a process which is preparing the backup as that might cause data file corruption and backup cannot be used further. The backup will have to be taken again. + +**Restoring a Full Backup** + +To restore the backup which is created and prepared from above commands, just copy everything from the backup target-dir to the data-dir of MySQL server, change the ownership of all files to mysql user (the linux user used by MySQL server) and start mysql. + +Or the below command can be used as well, + +`xtrabackup --defaults-file=/etc/my.cnf --copy-back --target-dir=/mnt/data/backups/` + +**Note** - the backup has to be prepared in order to restore it. + +**Creating Incremental backups** + +Percona Xtrabackup helps create incremental backups, i.e only the changes can be backed up since the last backup. Every InnoDB page contains a log sequence number or LSN that is also mentioned as one of the last lines of backup and prepare commands. +``` +xtrabackup: Transaction log of lsn to was copied. +``` +OR +``` +InnoDB: Shutdown completed; log sequence number + completed OK! +``` +This indicates that the backup has been taken till the log sequence number mentioned. This is a key information in understanding incremental backups and working towards automating one. Incremental backups do not compare data files for changes, instead, they go through the InnoDB pages and compare their LSN to the last backup’s LSN. So, without one full backup, the incremental backups are useless. + +The xtrabackup command creates a xtrabackup_checkpoint file which has the information about the LSN of the backup. Below are the key contents of the file:- +``` +backup_type = full-backuped | incremental +from_lsn = 0 (full backup) | to_lsn of last backup +to_lsn = +last_lsn = +``` +There is a difference between **to\_lsn** and **last\_lsn**. When the **last\_lsn** is more than **to\_lsn** that means there are transactions that ran while we took the backup and are yet to be applied. That is what --prepare is used for. + +To take incremental backups, first, we require one full backup. + +`xtrabackup --defaults-file=/etc/my.cnf --user=some_user --password=XXXX --backup --target-dir=/mnt/data/backup/full/` + +Let’s assume the contents of the xtrabackup_checkpoint file to be as follows. +``` +backup_type = full-backuped +from_lsn = 0 +to_lsn = 1000 +last_lsn = 1000 +``` +Now that we have one full backup, we can have an incremental backup that takes the changes. We will go with differential incremental backups. + +`xtrabackup --defaults-file=/etc/my.cnf --user=some_user --password=XXXX --backup --target-dir=/mnt/data/backup/incr1/ --incremental-basedir=/mnt/data/backup/full/` + +There are delta files created in the incr1 directory like, **ibdata1.delta**, **db1/tbl1.ibd.delta** with the changes from the full directory. The xtrabackup_checkpoint file will thus have the following contents. +``` +backup_type = incremental +from_lsn = 1000 +to_lsn = 1500 +last_lsn = 1500 +``` +Hence, the **from\_lsn** here is equal to the **to\_lsn** of the last backup or the basedir provided for the incremental backups. For the next incremental backup we can use this incremental backup as the basedir. + +`xtrabackup --defaults-file=/etc/my.cnf --user=some_user --password=XXXX --backup --target-dir=/mnt/data/backup/incr2/ --incremental-basedir=/mnt/data/backup/incr1/` + +The xtrabackup_checkpoint file will thus have the following contents. +``` +backup_type = incremental +from_lsn = 1500 +to_lsn = 2000 +last_lsn = 2200 +``` +**Preparing Incremental backups** + +Preparing incremental backups is not the same as preparing a full backup. When prepare runs, two operations are performed - *committed transactions are applied on the data files* and *uncommitted transactions are rolled back*. While preparing incremental backups, we have to skip rollback of uncommitted transactions as it is likely that they might get committed in the next incremental backup. If we rollback uncommitted transactions the further incremental backups cannot be applied. + +We use **--apply-log-only** option along with **--prepare** to avoid the rollback phase. + +From the last section, we had the following directories with complete backup +``` +/mnt/data/backup/full +/mnt/data/backup/incr1 +/mnt/data/backup/incr2 +``` +First, we prepare the full backup, but only with the --apply-log-only option. + +`xtrabackup --prepare --apply-log-only --target-dir=/mnt/data/backup/full` + +The output of the command will contain the following at the end. +``` +InnoDB: Shutdown complete; log sequence number 1000 + Completed OK! +``` +Note the LSN mentioned at the end is the same as the to\_lsn from the xtrabackup_checkpoint created for full backup. + +Next, we apply the changes from the first incremental backup to the full backup. + +`xtrabackup --prepare --apply-log-only --target-dir=/mnt/data/backup/full --incremental-dir=/mnt/data/backup/incr1` + +This applies the delta files in the incremental directory to the full backup directory. It rolls the data files in the full backup directory forward to the time of incremental backup and applies the redo logs as usual. + +Lastly, we apply the last incremental backup same as the previous one with just a small change. + +`xtrabackup --prepare --target-dir=/mnt/data/backup/full --incremental-dir=/mnt/data/backup/incr1` + +We do not have to use the **--apply-log-only** option with it. It applies the *incr2 delta files* to the full backup data files taking them forward, applies redo logs on them and finally rollbacks the uncommitted transactions to produce the final result. The data now present in the full backup directory can now be used to restore. + +**Note** - To create cumulative incremental backups, the incremental-basedir should always be the full backup directory for every incremental backup. While preparing, we can start with the full backup with the --apply-log-only option and use just the last incremental backup for the final --prepare as that has all the changes since the full backup. + +**Restoring Incremental backups** + +Once all the above steps are completed, restoring is the same as done for a full backup. + +#### Further Reading + +- [MySQL Point-In-Time-Recovery](https://dev.mysql.com/doc/refman/8.0/en/point-in-time-recovery.html) +- [Another MySQL backup tool - mysqlpump](https://dev.mysql.com/doc/refman/8.0/en/mysqlpump.html) +- [Another MySQL backup tool - mydumper](https://github.com/maxbube/mydumper/tree/master/docs) +- [A comparison between mysqldump, mysqlpump and mydumper](https://mydbops.wordpress.com/2019/03/26/mysqldump%E2%80%8B-vs-mysqlpump-vs-mydumper/) +- [Backup Best Practices](https://www.percona.com/blog/2020/05/27/best-practices-for-mysql-backups/) diff --git a/courses/level101/databases_sql/concepts.md b/courses/level101/databases_sql/concepts.md new file mode 100644 index 0000000..f7321fa --- /dev/null +++ b/courses/level101/databases_sql/concepts.md @@ -0,0 +1,98 @@ +* Relational DBs are used for data storage. Even a file can be used to store data, but relational DBs are designed with specific goals: + * Efficiency + * Ease of access and management + * Organized + * Handle relations between data (represented as tables) +* Transaction: a unit of work that can comprise multiple statements, executed together +* ACID properties + + Set of properties that guarantee data integrity of DB transactions + + * Atomicity: Each transaction is atomic (succeeds or fails completely) + * Consistency: Transactions only result in valid state (which includes rules, constraints, triggers etc.) + * Isolation: Each transaction is executed independently of others safely within a concurrent system + * Durability: Completed transactions will not be lost due to any later failures + + Let’s take some examples to illustrate the above properties. + + * Account A has a balance of ₹200 & B has ₹400. Account A is transferring ₹100 to Account B. This transaction has a deduction from sender and an addition into the recipient’s balance. If the first operation passes successfully while the second fails, A’s balance would be ₹100 while B would be having ₹400 instead of ₹500. **Atomicity** in a DB ensures this partially failed transaction is rolled back. + * If the second operation above fails, it leaves the DB inconsistent (sum of balance of accounts before and after the operation is not the same). **Consistency** ensures that this does not happen. + * There are three operations, one to calculate interest for A’s account, another to add that to A’s account, then transfer ₹100 from B to A. Without **isolation** guarantees, concurrent execution of these 3 operations may lead to a different outcome every time. + * What happens if the system crashes before the transactions are written to disk? **Durability** ensures that the changes are applied correctly during recovery. +* Relational data + * Tables represent relations + * Columns (fields) represent attributes + * Rows are individual records + * Schema describes the structure of DB +* SQL + + A query language to interact with and manage data. + + [CRUD operations](https://stackify.com/what-are-crud-operations/) - create, read, update, delete queries + + Management operations - create DBs/tables/indexes etc, backup, import/export, users, access controls + + Exercise: Classify the below queries into the four types - DDL (definition), DML(manipulation), DCL(control) and TCL(transactions) and explain in detail. + + insert, create, drop, delete, update, commit, rollback, truncate, alter, grant, revoke + + You can practise these in the [lab section](https://linkedin.github.io/school-of-sre/level101/databases_sql/lab/). + + + +* Constraints + + Rules for data that can be stored. Query fails if you violate any of these defined on a table. + + + Primary key: one or more columns that contain UNIQUE values, and cannot contain NULL values. A table can have only ONE primary key. An index on it is created by default. + + Foreign key: links two tables together. Its value(s) match a primary key in a different table \ + Not null: Does not allow null values \ + Unique: Value of column must be unique across all rows \ + Default: Provides a default value for a column if none is specified during insert + + Check: Allows only particular values (like Balance >= 0) + + + +* [Indexes](https://datageek.blog/en/2018/06/05/rdbms-basics-indexes-and-clustered-indexes/) + + Most indexes use B+ tree structure. + + Why use them: Speeds up queries (in large tables that fetch only a few rows, min/max queries, by eliminating rows from consideration etc) + + Types of indexes: unique, primary key, fulltext, secondary + + Write-heavy loads, mostly full table scans or accessing large number of rows etc. do not benefit from indexes + + + +* [Joins](https://www.sqlservertutorial.net/sql-server-basics/sql-server-joins/) + + Allows you to fetch related data from multiple tables, linking them together with some common field. Powerful but also resource-intensive and makes scaling databases difficult. This is the cause of many slow performing queries when run at scale, and the solution is almost always to find ways to reduce the joins. + + + +* [Access control](https://dev.mysql.com/doc/refman/8.0/en/access-control.html) + + DBs have privileged accounts for admin tasks, and regular accounts for clients. There are finegrained controls on what actions(DDL, DML etc. discussed earlier )are allowed for these accounts. + + DB first verifies the user credentials (authentication), and then examines whether this user is permitted to perform the request (authorization) by looking up these information in some internal tables. + + Other controls include activity auditing that allows examining the history of actions done by a user, and resource limits which define the number of queries, connections etc. allowed. + + +### Popular databases + +Commercial, closed source - Oracle, Microsoft SQL Server, IBM DB2 + +Open source with optional paid support - MySQL, MariaDB, PostgreSQL + +Individuals and small companies have always preferred open source DBs because of the huge cost associated with commercial software. + +In recent times, even large organizations have moved away from commercial software to open source alternatives because of the flexibility and cost savings associated with it. + +Lack of support is no longer a concern because of the paid support available from the developer and third parties. + +MySQL is the most widely used open source DB, and it is widely supported by hosting providers, making it easy for anyone to use. It is part of the popular Linux-Apache-MySQL-PHP ([LAMP](https://en.wikipedia.org/wiki/LAMP_(software_bundle))) stack that became popular in the 2000s. We have many more choices for a programming language, but the rest of that stack is still widely used. diff --git a/courses/level101/databases_sql/conclusion.md b/courses/level101/databases_sql/conclusion.md new file mode 100644 index 0000000..d9626aa --- /dev/null +++ b/courses/level101/databases_sql/conclusion.md @@ -0,0 +1,13 @@ +# Conclusion +We have covered basic concepts of SQL databases. We have also covered some of the tasks that an SRE may be responsible for - there is so much more to learn and do. We hope this course gives you a good start and inspires you to explore further. + + +### Further reading + +* More practice with online resources like [this one](https://www.w3resource.com/sql-exercises/index.php) +* [Normalization](https://beginnersbook.com/2015/05/normalization-in-dbms/) +* [Routines](https://dev.mysql.com/doc/refman/8.0/en/stored-routines.html), [triggers](https://dev.mysql.com/doc/refman/8.0/en/trigger-syntax.html) +* [Views](https://www.essentialsql.com/what-is-a-relational-database-view/) +* [Transaction isolation levels](https://dev.mysql.com/doc/refman/8.0/en/innodb-transaction-isolation-levels.html) +* [Sharding](https://www.digitalocean.com/community/tutorials/understanding-database-sharding) +* [Setting up HA](https://severalnines.com/database-blog/introduction-database-high-availability-mysql-mariadb), [monitoring](https://blog.serverdensity.com/how-to-monitor-mysql/), [backups](https://dev.mysql.com/doc/refman/8.0/en/backup-methods.html) \ No newline at 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