2016-03-11 12:42:11 +00:00
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Writing oracle services
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=======================
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This article covers *oracles*: network services that link the ledger to the outside world by providing facts that
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affect the validity of transactions.
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2016-08-24 13:38:43 +00:00
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The current prototype includes an example oracle that provides an interest rate fixing service. It is used by the
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IRS trading demo app.
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2016-03-11 12:42:11 +00:00
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2017-01-06 11:05:37 +00:00
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Introduction to oracles
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-----------------------
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2016-03-11 12:42:11 +00:00
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Oracles are a key concept in the block chain/decentralised ledger space. They can be essential for many kinds of
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application, because we often wish to condition a transaction on some fact being true or false, but the ledger itself
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has a design that is essentially functional: all transactions are *pure* and *immutable*. Phrased another way, a
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smart contract cannot perform any input/output or depend on any state outside of the transaction itself. There is no
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way to download a web page or interact with the user, in a smart contract. It must be this way because everyone must
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be able to independently check a transaction and arrive at an identical conclusion for the ledger to maintain its
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integrity: if a transaction could evaluate to "valid" on one computer and then "invalid" a few minutes later on a
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different computer, the entire shared ledger concept wouldn't work.
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But it is often essential that transactions do depend on data from the outside world, for example, verifying that an
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interest rate swap is paying out correctly may require data on interest rates, verifying that a loan has reached
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maturity requires knowledge about the current time, knowing which side of a bet receives the payment may require
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arbitrary facts about the real world (e.g. the bankruptcy or solvency of a company or country) ... and so on.
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We can solve this problem by introducing services that create digitally signed data structures which assert facts.
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These structures can then be used as an input to a transaction and distributed with the transaction data itself. Because
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the statements are themselves immutable and signed, it is impossible for an oracle to change its mind later and
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invalidate transactions that were previously found to be valid. In contrast, consider what would happen if a contract
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could do an HTTP request: it's possible that an answer would change after being downloaded, resulting in loss of
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consensus (breaks).
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The two basic approaches
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~~~~~~~~~~~~~~~~~~~~~~~~
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2016-03-11 12:42:11 +00:00
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The architecture provides two ways of implementing oracles with different tradeoffs:
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1. Using commands
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2. Using attachments
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When a fact is encoded in a command, it is embedded in the transaction itself. The oracle then acts as a co-signer to
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the entire transaction. The oracle's signature is valid only for that transaction, and thus even if a fact (like a
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stock price) does not change, every transaction that incorporates that fact must go back to the oracle for signing.
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When a fact is encoded as an attachment, it is a separate object to the transaction and is referred to by hash.
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Nodes download attachments from peers at the same time as they download transactions, unless of course the node has
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already seen that attachment, in which case it won't fetch it again. Contracts have access to the contents of
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attachments when they run.
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.. note:: Currently attachments do not support digital signing, but this is a planned feature.
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As you can see, both approaches share a few things: they both allow arbitrary binary data to be provided to transactions
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(and thus contracts). The primary difference is whether the data is a freely reusable, standalone object or whether it's
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integrated with a transaction.
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Here's a quick way to decide which approach makes more sense for your data source:
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* Is your data *continuously changing*, like a stock price, the current time, etc? If yes, use a command.
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* Is your data *commercially valuable*, like a feed which you are not allowed to resell unless it's incorporated into
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a business deal? If yes, use a command, so you can charge money for signing the same fact in each unique business
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context.
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* Is your data *very small*, like a single number? If yes, use a command.
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* Is your data *large*, *static* and *commercially worthless*, for instance, a holiday calendar? If yes, use an
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attachment.
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* Is your data *intended for human consumption*, like a PDF of legal prose, or an Excel spreadsheet? If yes, use an
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attachment.
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Asserting continuously varying data
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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2016-08-24 13:38:43 +00:00
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Let's look at the interest rates oracle that can be found in the ``NodeInterestRates`` file. This is an example of
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an oracle that uses a command because the current interest rate fix is a constantly changing fact.
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2016-08-24 13:38:43 +00:00
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The obvious way to implement such a service is like this:
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2016-08-24 13:38:43 +00:00
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1. The creator of the transaction that depends on the interest rate sends it to the oracle.
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2. The oracle inserts a command with the rate and signs the transaction.
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3. The oracle sends it back.
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2016-08-24 13:38:43 +00:00
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But this has a problem - it would mean that the oracle has to be the first entity to sign the transaction, which might impose
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ordering constraints we don't want to deal with (being able to get all parties to sign in parallel is a very nice thing).
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So the way we actually implement it is like this:
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1. The creator of the transaction that depends on the interest rate asks for the current rate. They can abort at this point
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if they want to.
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2. They insert a command with that rate and the time it was obtained into the transaction.
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3. They then send it to the oracle for signing, along with everyone else, potentially in parallel. The oracle checks that
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the command has the correct data for the asserted time, and signs if so.
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This same technique can be adapted to other types of oracle.
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2016-08-24 13:38:43 +00:00
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The oracle consists of a core class that implements the query/sign operations (for easy unit testing), and then a separate
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class that binds it to the network layer.
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2016-11-25 13:35:05 +00:00
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Here is an extract from the ``NodeInterestRates.Oracle`` class and supporting types:
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.. sourcecode:: kotlin
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/** A [FixOf] identifies the question side of a fix: what day, tenor and type of fix ("LIBOR", "EURIBOR" etc) */
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data class FixOf(val name: String, val forDay: LocalDate, val ofTenor: Tenor)
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/** A [Fix] represents a named interest rate, on a given day, for a given duration. It can be embedded in a tx. */
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data class Fix(val of: FixOf, val value: BigDecimal) : CommandData
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class Oracle {
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fun query(queries: List<FixOf>, deadline: Instant): List<Fix>
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2017-08-07 15:21:52 +00:00
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fun sign(ftx: FilteredTransaction, txId: SecureHash): DigitalSignature.WithKey
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}
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Because the fix contains a timestamp (the ``forDay`` field), that identifies the version of the data being requested,
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there can be an arbitrary delay between a fix being requested via ``query`` and the signature being requested via ``sign``
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as the Oracle can know which, potentially historical, value it is being asked to sign for. This is an important
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technique for continously varying data.
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The ``query`` method takes a deadline, which is a point in time the requester is willing to wait until for the necessary
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data to be available. Not every oracle will need this. This can be useful where data is expected to be available on a
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particular schedule and we use scheduling functionality to automatically launch the processing associated with it.
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We can schedule for the expected announcement (or publish) time and give a suitable deadline at which the lack of the
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information being available and the delay to processing becomes significant and may need to be escalated.
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Hiding transaction data from the oracle
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Because the transaction is sent to the oracle for signing, ordinarily the oracle would be able to see the entire contents
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of that transaction including the inputs, output contract states and all the commands, not just the one (in this case)
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relevant command. This is an obvious privacy leak for the other participants. We currently solve this with
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``FilteredTransaction``-s and the use of Merkle Trees. These reveal only the necessary parts of the transaction to the
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oracle but still allow it to sign it by providing the Merkle hashes for the remaining parts. See :doc:`merkle-trees` for
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more details.
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2016-03-11 12:42:11 +00:00
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2016-08-24 13:38:43 +00:00
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Pay-per-play oracles
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~~~~~~~~~~~~~~~~~~~~
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2016-08-24 13:38:43 +00:00
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Because the signature covers the transaction, and transactions may end up being forwarded anywhere, the fact itself
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is independently checkable. However, this approach can still be useful when the data itself costs money, because the act
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of issuing the signature in the first place can be charged for (e.g. by requiring the submission of a fresh
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``Cash.State`` that has been re-assigned to a key owned by the oracle service). Because the signature covers the
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*transaction* and not only the *fact*, this allows for a kind of weak pseudo-DRM over data feeds. Whilst a smart
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contract could in theory include a transaction parsing and signature checking library, writing a contract in this way
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would be conclusive evidence of intent to disobey the rules of the service (*res ipsa loquitur*). In an environment
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where parties are legally identifiable, usage of such a contract would by itself be sufficient to trigger some sort of
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punishment.
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Implementing an oracle with continuously varying data
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-----------------------------------------------------
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Implement the core classes
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~~~~~~~~~~~~~~~~~~~~~~~~~~
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The key is to implement your oracle in a similar way to the ``NodeInterestRates.Oracle`` outline we gave above with
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both ``query`` and ``sign`` methods. Typically you would want one class that encapsulates the parameters to the ``query``
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method (``FixOf`` above), and a ``CommandData`` implementation (``Fix`` above) that encapsulates both an instance of
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that parameter class and an instance of whatever the result of the ``query`` is (``BigDecimal`` above).
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The ``NodeInterestRates.Oracle`` allows querying for multiple ``Fix``-es but that is not necessary and is
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provided for the convenience of callers who might need multiple and can do it all in one query request. Likewise
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the *deadline* functionality is optional and can be avoided initially.
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Let's see what parameters we pass to the constructor of this oracle.
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.. sourcecode:: kotlin
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2017-05-12 16:42:13 +00:00
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class Oracle(val identity: Party, private val signingKey: PublicKey, val clock: Clock) = TODO()
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Here we see the oracle needs to have its own identity, so it can check which transaction commands it is expected to
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sign for, and also needs the PublicKey portion of its signing key. Later this PublicKey will be passed to the KeyManagementService
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to identify the internal PrivateKey used for transaction signing.
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The clock is used for the deadline functionality which we will not discuss further here.
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Assuming you have a data source and can query it, it should be very easy to implement your ``query`` method and the
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parameter and ``CommandData`` classes.
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Let's see how the ``sign`` method for ``NodeInterestRates.Oracle`` is written:
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.. literalinclude:: ../../samples/irs-demo/src/main/kotlin/net/corda/irs/api/NodeInterestRates.kt
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:language: kotlin
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:start-after: DOCSTART 1
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:end-before: DOCEND 1
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Here we can see that there are several steps:
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1. Ensure that the transaction we have been sent is indeed valid and passes verification, even though we cannot see all
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of it.
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2. Check that we only received commands as expected, and each of those commands expects us to sign for them and is of
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the expected type (``Fix`` here).
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3. Iterate over each of the commands we identified in the last step and check that the data they represent matches
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exactly our data source. The final step, assuming we have got this far, is to generate a signature for the
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transaction and return it.
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2017-05-19 15:14:48 +00:00
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Binding to the network
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~~~~~~~~~~~~~~~~~~~~~~
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.. note:: Before reading any further, we advise that you understand the concept of flows and how to write them and use
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them. See :doc:`flow-state-machines`. Likewise some understanding of Cordapps, plugins and services will be helpful.
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2017-06-05 12:37:23 +00:00
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See :doc:`running-a-node`.
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2017-05-19 15:14:48 +00:00
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The first step is to create the oracle as a service by annotating its class with ``@CordaService``. Let's see how that's
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done:
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.. literalinclude:: ../../samples/irs-demo/src/main/kotlin/net/corda/irs/api/NodeInterestRates.kt
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:language: kotlin
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:start-after: DOCSTART 3
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:end-before: DOCEND 3
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The Corda node scans for any class with this annotation and initialises them. The only requirement is that the class provide
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a constructor with a single parameter of type ``ServiceHub``.
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2017-05-19 15:14:48 +00:00
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.. literalinclude:: ../../samples/irs-demo/src/main/kotlin/net/corda/irs/api/NodeInterestRates.kt
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:language: kotlin
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:start-after: DOCSTART 2
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:end-before: DOCEND 2
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2017-05-19 15:14:48 +00:00
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These two flows leverage the oracle to provide the querying and signing operations. They get reference to the oracle,
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2017-09-25 16:05:18 +00:00
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which will have already been initialised by the node, using ``ServiceHub.cordappProvider``. Both flows are annotated with
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``@InitiatedBy``. This tells the node which initiating flow (which are discussed in the next section) they are meant to
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be executed with.
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2017-05-19 15:14:48 +00:00
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Providing sub-flows for querying and signing
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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We mentioned the client sub-flow briefly above. They are the mechanism that clients, in the form of other flows, will
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interact with your oracle. Typically there will be one for querying and one for signing. Let's take a look at
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those for ``NodeInterestRates.Oracle``.
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.. literalinclude:: ../../samples/irs-demo/src/main/kotlin/net/corda/irs/flows/RatesFixFlow.kt
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:language: kotlin
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:start-after: DOCSTART 1
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:end-before: DOCEND 1
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2017-02-03 14:02:51 +00:00
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You'll note that the ``FixSignFlow`` requires a ``FilterTransaction`` instance which includes only ``Fix`` commands.
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You can find a further explanation of this in :doc:`merkle-trees`. Below you will see how to build such transaction with
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hidden fields.
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.. _filtering_ref:
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Using an oracle
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---------------
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The oracle is invoked through sub-flows to query for values, add them to the transaction as commands and then get
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the transaction signed by the oracle. Following on from the above examples, this is all encapsulated in a sub-flow
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called ``RatesFixFlow``. Here's the ``call`` method of that flow.
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.. literalinclude:: ../../samples/irs-demo/src/main/kotlin/net/corda/irs/flows/RatesFixFlow.kt
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:language: kotlin
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:start-after: DOCSTART 2
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:end-before: DOCEND 2
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As you can see, this:
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1. Queries the oracle for the fact using the client sub-flow for querying from above.
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2. Does some quick validation.
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3. Adds the command to the transaction containing the fact to be signed for by the oracle.
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4. Calls an extension point that allows clients to generate output states based on the fact from the oracle.
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5. Builds filtered transaction based on filtering function extended from ``RatesFixFlow``.
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6. Requests the signature from the oracle using the client sub-flow for signing from above.
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7. Adds the signature returned from the oracle.
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Here's an example of it in action from ``FixingFlow.Fixer``.
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.. literalinclude:: ../../samples/irs-demo/src/main/kotlin/net/corda/irs/flows/FixingFlow.kt
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:language: kotlin
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:start-after: DOCSTART 1
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2017-01-18 12:42:22 +00:00
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:end-before: DOCEND 1
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2017-02-03 14:02:51 +00:00
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.. note::
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When overriding be careful when making the sub-class an anonymous or inner class (object declarations in Kotlin),
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because that kind of classes can access variables from the enclosing scope and cause serialization problems when
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checkpointed.
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2017-06-02 14:47:20 +00:00
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Testing
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-------
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2017-06-21 12:55:48 +00:00
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When unit testing, we make use of the ``MockNetwork`` which allows us to create ``MockNode`` instances. A ``MockNode``
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is a simplified node suitable for tests. One feature that isn't available (and which is not suitable in unit testing
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anyway) is the node's ability to scan and automatically install oracles it finds in the CorDapp jars. Instead, when
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working with ``MockNode``, use the ``installCordaService`` method to manually install the oracle on the relevant node.
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