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- ---
- order: 4
- ---
-
- # What is Tendermint
-
- Tendermint is software for securely and consistently replicating an
- application on many machines. By securely, we mean that Tendermint works
- even if up to 1/3 of machines fail in arbitrary ways. By consistently,
- we mean that every non-faulty machine sees the same transaction log and
- computes the same state. Secure and consistent replication is a
- fundamental problem in distributed systems; it plays a critical role in
- the fault tolerance of a broad range of applications, from currencies,
- to elections, to infrastructure orchestration, and beyond.
-
- The ability to tolerate machines failing in arbitrary ways, including
- becoming malicious, is known as Byzantine fault tolerance (BFT). The
- theory of BFT is decades old, but software implementations have only
- became popular recently, due largely to the success of "blockchain
- technology" like Bitcoin and Ethereum. Blockchain technology is just a
- reformalization of BFT in a more modern setting, with emphasis on
- peer-to-peer networking and cryptographic authentication. The name
- derives from the way transactions are batched in blocks, where each
- block contains a cryptographic hash of the previous one, forming a
- chain. In practice, the blockchain data structure actually optimizes BFT
- design.
-
- Tendermint consists of two chief technical components: a blockchain
- consensus engine and a generic application interface. The consensus
- engine, called Tendermint Core, ensures that the same transactions are
- recorded on every machine in the same order. The application interface,
- called the Application BlockChain Interface (ABCI), enables the
- transactions to be processed in any programming language. Unlike other
- blockchain and consensus solutions, which come pre-packaged with built
- in state machines (like a fancy key-value store, or a quirky scripting
- language), developers can use Tendermint for BFT state machine
- replication of applications written in whatever programming language and
- development environment is right for them.
-
- Tendermint is designed to be easy-to-use, simple-to-understand, highly
- performant, and useful for a wide variety of distributed applications.
-
- ## Tendermint vs. X
-
- Tendermint is broadly similar to two classes of software. The first
- class consists of distributed key-value stores, like Zookeeper, etcd,
- and consul, which use non-BFT consensus. The second class is known as
- "blockchain technology", and consists of both cryptocurrencies like
- Bitcoin and Ethereum, and alternative distributed ledger designs like
- Hyperledger's Burrow.
-
- ### Zookeeper, etcd, consul
-
- Zookeeper, etcd, and consul are all implementations of a key-value store
- atop a classical, non-BFT consensus algorithm. Zookeeper uses a version
- of Paxos called Zookeeper Atomic Broadcast, while etcd and consul use
- the Raft consensus algorithm, which is much younger and simpler. A
- typical cluster contains 3-5 machines, and can tolerate crash failures
- in up to 1/2 of the machines, but even a single Byzantine fault can
- destroy the system.
-
- Each offering provides a slightly different implementation of a
- featureful key-value store, but all are generally focused around
- providing basic services to distributed systems, such as dynamic
- configuration, service discovery, locking, leader-election, and so on.
-
- Tendermint is in essence similar software, but with two key differences:
-
- - It is Byzantine Fault Tolerant, meaning it can only tolerate up to a
- 1/3 of failures, but those failures can include arbitrary behaviour -
- including hacking and malicious attacks. - It does not specify a
- particular application, like a fancy key-value store. Instead, it
- focuses on arbitrary state machine replication, so developers can build
- the application logic that's right for them, from key-value store to
- cryptocurrency to e-voting platform and beyond.
-
- ### Bitcoin, Ethereum, etc
-
- Tendermint emerged in the tradition of cryptocurrencies like Bitcoin,
- Ethereum, etc. with the goal of providing a more efficient and secure
- consensus algorithm than Bitcoin's Proof of Work. In the early days,
- Tendermint had a simple currency built in, and to participate in
- consensus, users had to "bond" units of the currency into a security
- deposit which could be revoked if they misbehaved -this is what made
- Tendermint a Proof-of-Stake algorithm.
-
- Since then, Tendermint has evolved to be a general purpose blockchain
- consensus engine that can host arbitrary application states. That means
- it can be used as a plug-and-play replacement for the consensus engines
- of other blockchain software. So one can take the current Ethereum code
- base, whether in Rust, or Go, or Haskell, and run it as a ABCI
- application using Tendermint consensus. Indeed, [we did that with
- Ethereum](https://github.com/cosmos/ethermint). And we plan to do
- the same for Bitcoin, ZCash, and various other deterministic
- applications as well.
-
- Another example of a cryptocurrency application built on Tendermint is
- [the Cosmos network](http://cosmos.network).
-
- ### Other Blockchain Projects
-
- [Fabric](https://github.com/hyperledger/fabric) takes a similar approach
- to Tendermint, but is more opinionated about how the state is managed,
- and requires that all application behaviour runs in potentially many
- docker containers, modules it calls "chaincode". It uses an
- implementation of [PBFT](http://pmg.csail.mit.edu/papers/osdi99.pdf).
- from a team at IBM that is [augmented to handle potentially
- non-deterministic
- chaincode](https://www.zurich.ibm.com/~cca/papers/sieve.pdf) It is
- possible to implement this docker-based behaviour as a ABCI app in
- Tendermint, though extending Tendermint to handle non-determinism
- remains for future work.
-
- [Burrow](https://github.com/hyperledger/burrow) is an implementation of
- the Ethereum Virtual Machine and Ethereum transaction mechanics, with
- additional features for a name-registry, permissions, and native
- contracts, and an alternative blockchain API. It uses Tendermint as its
- consensus engine, and provides a particular application state.
-
- ## ABCI Overview
-
- The [Application BlockChain Interface
- (ABCI)](https://github.com/tendermint/tendermint/tree/master/abci)
- allows for Byzantine Fault Tolerant replication of applications
- written in any programming language.
-
- ### Motivation
-
- Thus far, all blockchains "stacks" (such as
- [Bitcoin](https://github.com/bitcoin/bitcoin)) have had a monolithic
- design. That is, each blockchain stack is a single program that handles
- all the concerns of a decentralized ledger; this includes P2P
- connectivity, the "mempool" broadcasting of transactions, consensus on
- the most recent block, account balances, Turing-complete contracts,
- user-level permissions, etc.
-
- Using a monolithic architecture is typically bad practice in computer
- science. It makes it difficult to reuse components of the code, and
- attempts to do so result in complex maintenance procedures for forks of
- the codebase. This is especially true when the codebase is not modular
- in design and suffers from "spaghetti code".
-
- Another problem with monolithic design is that it limits you to the
- language of the blockchain stack (or vice versa). In the case of
- Ethereum which supports a Turing-complete bytecode virtual-machine, it
- limits you to languages that compile down to that bytecode; today, those
- are Serpent and Solidity.
-
- In contrast, our approach is to decouple the consensus engine and P2P
- layers from the details of the application state of the particular
- blockchain application. We do this by abstracting away the details of
- the application to an interface, which is implemented as a socket
- protocol.
-
- Thus we have an interface, the Application BlockChain Interface (ABCI),
- and its primary implementation, the Tendermint Socket Protocol (TSP, or
- Teaspoon).
-
- ### Intro to ABCI
-
- [Tendermint Core](https://github.com/tendermint/tendermint) (the
- "consensus engine") communicates with the application via a socket
- protocol that satisfies the ABCI.
-
- To draw an analogy, lets talk about a well-known cryptocurrency,
- Bitcoin. Bitcoin is a cryptocurrency blockchain where each node
- maintains a fully audited Unspent Transaction Output (UTXO) database. If
- one wanted to create a Bitcoin-like system on top of ABCI, Tendermint
- Core would be responsible for
-
- - Sharing blocks and transactions between nodes
- - Establishing a canonical/immutable order of transactions
- (the blockchain)
-
- The application will be responsible for
-
- - Maintaining the UTXO database
- - Validating cryptographic signatures of transactions
- - Preventing transactions from spending non-existent transactions
- - Allowing clients to query the UTXO database.
-
- Tendermint is able to decompose the blockchain design by offering a very
- simple API (ie. the ABCI) between the application process and consensus
- process.
-
- The ABCI consists of 3 primary message types that get delivered from the
- core to the application. The application replies with corresponding
- response messages.
-
- The messages are specified here: [ABCI Message
- Types](https://github.com/tendermint/tendermint/blob/master/abci/README.md#message-types).
-
- The **DeliverTx** message is the work horse of the application. Each
- transaction in the blockchain is delivered with this message. The
- application needs to validate each transaction received with the
- **DeliverTx** message against the current state, application protocol,
- and the cryptographic credentials of the transaction. A validated
- transaction then needs to update the application state — by binding a
- value into a key values store, or by updating the UTXO database, for
- instance.
-
- The **CheckTx** message is similar to **DeliverTx**, but it's only for
- validating transactions. Tendermint Core's mempool first checks the
- validity of a transaction with **CheckTx**, and only relays valid
- transactions to its peers. For instance, an application may check an
- incrementing sequence number in the transaction and return an error upon
- **CheckTx** if the sequence number is old. Alternatively, they might use
- a capabilities based system that requires capabilities to be renewed
- with every transaction.
-
- The **Commit** message is used to compute a cryptographic commitment to
- the current application state, to be placed into the next block header.
- This has some handy properties. Inconsistencies in updating that state
- will now appear as blockchain forks which catches a whole class of
- programming errors. This also simplifies the development of secure
- lightweight clients, as Merkle-hash proofs can be verified by checking
- against the block hash, and that the block hash is signed by a quorum.
-
- There can be multiple ABCI socket connections to an application.
- Tendermint Core creates three ABCI connections to the application; one
- for the validation of transactions when broadcasting in the mempool, one
- for the consensus engine to run block proposals, and one more for
- querying the application state.
-
- It's probably evident that applications designers need to very carefully
- design their message handlers to create a blockchain that does anything
- useful but this architecture provides a place to start. The diagram
- below illustrates the flow of messages via ABCI.
-
- ![abci](../imgs/abci.png)
-
- ## A Note on Determinism
-
- The logic for blockchain transaction processing must be deterministic.
- If the application logic weren't deterministic, consensus would not be
- reached among the Tendermint Core replica nodes.
-
- Solidity on Ethereum is a great language of choice for blockchain
- applications because, among other reasons, it is a completely
- deterministic programming language. However, it's also possible to
- create deterministic applications using existing popular languages like
- Java, C++, Python, or Go. Game programmers and blockchain developers are
- already familiar with creating deterministic programs by avoiding
- sources of non-determinism such as:
-
- - random number generators (without deterministic seeding)
- - race conditions on threads (or avoiding threads altogether)
- - the system clock
- - uninitialized memory (in unsafe programming languages like C
- or C++)
- - [floating point
- arithmetic](http://gafferongames.com/networking-for-game-programmers/floating-point-determinism/)
- - language features that are random (e.g. map iteration in Go)
-
- While programmers can avoid non-determinism by being careful, it is also
- possible to create a special linter or static analyzer for each language
- to check for determinism. In the future we may work with partners to
- create such tools.
-
- ## Consensus Overview
-
- Tendermint is an easy-to-understand, mostly asynchronous, BFT consensus
- protocol. The protocol follows a simple state machine that looks like
- this:
-
- ![consensus-logic](../imgs/consensus_logic.png)
-
- Participants in the protocol are called **validators**; they take turns
- proposing blocks of transactions and voting on them. Blocks are
- committed in a chain, with one block at each **height**. A block may
- fail to be committed, in which case the protocol moves to the next
- **round**, and a new validator gets to propose a block for that height.
- Two stages of voting are required to successfully commit a block; we
- call them **pre-vote** and **pre-commit**. A block is committed when
- more than 2/3 of validators pre-commit for the same block in the same
- round.
-
- There is a picture of a couple doing the polka because validators are
- doing something like a polka dance. When more than two-thirds of the
- validators pre-vote for the same block, we call that a **polka**. Every
- pre-commit must be justified by a polka in the same round.
-
- Validators may fail to commit a block for a number of reasons; the
- current proposer may be offline, or the network may be slow. Tendermint
- allows them to establish that a validator should be skipped. Validators
- wait a small amount of time to receive a complete proposal block from
- the proposer before voting to move to the next round. This reliance on a
- timeout is what makes Tendermint a weakly synchronous protocol, rather
- than an asynchronous one. However, the rest of the protocol is
- asynchronous, and validators only make progress after hearing from more
- than two-thirds of the validator set. A simplifying element of
- Tendermint is that it uses the same mechanism to commit a block as it
- does to skip to the next round.
-
- Assuming less than one-third of the validators are Byzantine, Tendermint
- guarantees that safety will never be violated - that is, validators will
- never commit conflicting blocks at the same height. To do this it
- introduces a few **locking** rules which modulate which paths can be
- followed in the flow diagram. Once a validator precommits a block, it is
- locked on that block. Then,
-
- 1. it must prevote for the block it is locked on
- 2. it can only unlock, and precommit for a new block, if there is a
- polka for that block in a later round
-
- ## Stake
-
- In many systems, not all validators will have the same "weight" in the
- consensus protocol. Thus, we are not so much interested in one-third or
- two-thirds of the validators, but in those proportions of the total
- voting power, which may not be uniformly distributed across individual
- validators.
-
- Since Tendermint can replicate arbitrary applications, it is possible to
- define a currency, and denominate the voting power in that currency.
- When voting power is denominated in a native currency, the system is
- often referred to as Proof-of-Stake. Validators can be forced, by logic
- in the application, to "bond" their currency holdings in a security
- deposit that can be destroyed if they're found to misbehave in the
- consensus protocol. This adds an economic element to the security of the
- protocol, allowing one to quantify the cost of violating the assumption
- that less than one-third of voting power is Byzantine.
-
- The [Cosmos Network](https://cosmos.network) is designed to use this
- Proof-of-Stake mechanism across an array of cryptocurrencies implemented
- as ABCI applications.
-
- The following diagram is Tendermint in a (technical) nutshell.
-
- ![tx-flow](../imgs/tm-transaction-flow.png)
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