First Tendermint App ==================== As a general purpose blockchain engine, Tendermint is agnostic to the application you want to run. So, to run a complete blockchain that does something useful, you must start two programs: one is Tendermint Core, the other is your application, which can be written in any programming language. Recall from `the intro to ABCI `__ that Tendermint Core handles all the p2p and consensus stuff, and just forwards transactions to the application when they need to be validated, or when they're ready to be committed to a block. In this guide, we show you some examples of how to run an application using Tendermint. Install ------- The first apps we will work with are written in Go. To install them, you need to `install Go `__ and put ``$GOPATH/bin`` in your ``$PATH``; see `here `__ for more info. Then run :: go get -u github.com/tendermint/abci/cmd/abci-cli If there is an error, install and run the `dep `__ tool to pin the dependencies: :: cd $GOPATH/src/github.com/tendermint/abci make get_tools make get_vendor_deps make install Now you should have the ``abci-cli`` installed; you'll see a couple of commands (``counter`` and ``kvstore``) that are example applications written in Go. See below for an application written in JavaScript. Now, let's run some apps! KVStore - A First Example ------------------------- The kvstore app is a `Merkle tree `__ that just stores all transactions. If the transaction contains an ``=``, e.g. ``key=value``, then the ``value`` is stored under the ``key`` in the Merkle tree. Otherwise, the full transaction bytes are stored as the key and the value. Let's start a kvstore application. :: abci-cli kvstore In another terminal, we can start Tendermint. If you have never run Tendermint before, use: :: tendermint init tendermint node If you have used Tendermint, you may want to reset the data for a new blockchain by running ``tendermint unsafe_reset_all``. Then you can run ``tendermint node`` to start Tendermint, and connect to the app. For more details, see `the guide on using Tendermint <./using-tendermint.html>`__. You should see Tendermint making blocks! We can get the status of our Tendermint node as follows: :: curl -s localhost:46657/status The ``-s`` just silences ``curl``. For nicer output, pipe the result into a tool like `jq `__ or ``json_pp``. Now let's send some transactions to the kvstore. :: curl -s 'localhost:46657/broadcast_tx_commit?tx="abcd"' Note the single quote (``'``) around the url, which ensures that the double quotes (``"``) are not escaped by bash. This command sent a transaction with bytes ``abcd``, so ``abcd`` will be stored as both the key and the value in the Merkle tree. The response should look something like: :: { "jsonrpc": "2.0", "id": "", "result": { "check_tx": { "fee": {} }, "deliver_tx": { "tags": [ { "key": "YXBwLmNyZWF0b3I=", "value": "amFl" }, { "key": "YXBwLmtleQ==", "value": "YWJjZA==" } ], "fee": {} }, "hash": "9DF66553F98DE3C26E3C3317A3E4CED54F714E39", "height": 14 } } We can confirm that our transaction worked and the value got stored by querying the app: :: curl -s 'localhost:46657/abci_query?data="abcd"' The result should look like: :: { "jsonrpc": "2.0", "id": "", "result": { "response": { "log": "exists", "index": "-1", "key": "YWJjZA==", "value": "YWJjZA==" } } } Note the ``value`` in the result (``YWJjZA==``); this is the base64-encoding of the ASCII of ``abcd``. You can verify this in a python 2 shell by running ``"61626364".decode('base64')`` or in python 3 shell by running ``import codecs; codecs.decode("61626364", 'base64').decode('ascii')``. Stay tuned for a future release that `makes this output more human-readable `__. Now let's try setting a different key and value: :: curl -s 'localhost:46657/broadcast_tx_commit?tx="name=satoshi"' Now if we query for ``name``, we should get ``satoshi``, or ``c2F0b3NoaQ==`` in base64: :: curl -s 'localhost:46657/abci_query?data="name"' Try some other transactions and queries to make sure everything is working! Counter - Another Example ------------------------- Now that we've got the hang of it, let's try another application, the **counter** app. The counter app doesn't use a Merkle tree, it just counts how many times we've sent a transaction, or committed the state. This application has two modes: ``serial=off`` and ``serial=on``. When ``serial=on``, transactions must be a big-endian encoded incrementing integer, starting at 0. If ``serial=off``, there are no restrictions on transactions. In a live blockchain, transactions collect in memory before they are committed into blocks. To avoid wasting resources on invalid transactions, ABCI provides the ``CheckTx`` message, which application developers can use to accept or reject transactions, before they are stored in memory or gossipped to other peers. In this instance of the counter app, with ``serial=on``, ``CheckTx`` only allows transactions whose integer is greater than the last committed one. Let's kill the previous instance of ``tendermint`` and the ``kvstore`` application, and start the counter app. We can enable ``serial=on`` with a flag: :: abci-cli counter --serial In another window, reset then start Tendermint: :: tendermint unsafe_reset_all tendermint node Once again, you can see the blocks streaming by. Let's send some transactions. Since we have set ``serial=on``, the first transaction must be the number ``0``: :: curl localhost:46657/broadcast_tx_commit?tx=0x00 Note the empty (hence successful) response. The next transaction must be the number ``1``. If instead, we try to send a ``5``, we get an error: :: > curl localhost:46657/broadcast_tx_commit?tx=0x05 { "jsonrpc": "2.0", "id": "", "result": { "check_tx": { "fee": {} }, "deliver_tx": { "code": 2, "log": "Invalid nonce. Expected 1, got 5", "fee": {} }, "hash": "33B93DFF98749B0D6996A70F64071347060DC19C", "height": 34 } } But if we send a ``1``, it works again: :: > curl localhost:46657/broadcast_tx_commit?tx=0x01 { "jsonrpc": "2.0", "id": "", "result": { "check_tx": { "fee": {} }, "deliver_tx": { "fee": {} }, "hash": "F17854A977F6FA7EEA1BD758E296710B86F72F3D", "height": 60 } } For more details on the ``broadcast_tx`` API, see `the guide on using Tendermint <./using-tendermint.html>`__. CounterJS - Example in Another Language --------------------------------------- We also want to run applications in another language - in this case, we'll run a Javascript version of the ``counter``. To run it, you'll need to `install node `__. You'll also need to fetch the relevant repository, from `here `__ then install it. As go devs, we keep all our code under the ``$GOPATH``, so run: :: go get github.com/tendermint/js-abci &> /dev/null cd $GOPATH/src/github.com/tendermint/js-abci/example npm install cd .. Kill the previous ``counter`` and ``tendermint`` processes. Now run the app: :: node example/app.js In another window, reset and start ``tendermint``: :: tendermint unsafe_reset_all tendermint node Once again, you should see blocks streaming by - but now, our application is written in javascript! Try sending some transactions, and like before - the results should be the same: :: curl localhost:46657/broadcast_tx_commit?tx=0x00 # ok curl localhost:46657/broadcast_tx_commit?tx=0x05 # invalid nonce curl localhost:46657/broadcast_tx_commit?tx=0x01 # ok Neat, eh? Basecoin - A More Interesting Example ------------------------------------- We saved the best for last; the `Cosmos SDK `__ is a general purpose framework for building cryptocurrencies. Unlike the ``kvstore`` and ``counter``, which are strictly for example purposes. The reference implementation of Cosmos SDK is ``basecoin``, which demonstrates how to use the building blocks of the Cosmos SDK. The default ``basecoin`` application is a multi-asset cryptocurrency that supports inter-blockchain communication (IBC). For more details on how basecoin works and how to use it, see our `basecoin guide `__ In this tutorial you learned how to run applications using Tendermint on a single node. You saw how applications could be written in different languages, and how to send transactions and query for the latest state. But the true power of Tendermint comes from its ability to securely and efficiently run an application across a distributed network of nodes, while keeping them all in sync using its state-of-the-art consensus protocol. Next, we show you how to deploy Tendermint testnets.