grakn | Grakn Core : The Knowledge Graph | Graph Database library
kandi X-RAY | grakn Summary
kandi X-RAY | grakn Summary
Grakn is a distributed knowledge graph: a logical database to organise large and complex networks of data as one body of knowledge. Grakn provides the knowledge engineering tools for developers to easily leverage the power of Knowledge Representation and Automated Reasoning when building complex systems. Ultimately, Grakn serves as the knowledge-base foundation for intelligent systems. Graql is Grakn's reasoning and analytics query language. It provides an expressive knowledge schema language through an enhanced entity-relationship model, transactional queries that perform deductive reasoning in real-time, and analytical queries* with native distributed Pregel and MapReduce algorithms. Graql provides a strong abstraction over low-level data constructs and complex relationships. (* analytics queries are temporarily unavailable in 2.0.0). Graql is distributed as an open-source technology, while Grakn comes in two forms: Grakn Core - open-source, and Grakn Cluster - our enterprise distributed knowledge graph.
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Top functions reviewed by kandi - BETA
- Puts a write - date - time value pair
- Adds a boolean value to the store
- Writes a string value to the index
- Adds a long to the store
- Adds a double to the store
- Undefine a variable
- Convert this iterator to a list of lists
- Undefine a rule
- Convert this list to a list
- Implements the import
- Receive a packet
- Main entry point
- Unifies the given concepts
- Imports data from a request
- Returns true if subString contains subString
- Determines the set of variables that have been generated
- Export from database
- Create constraint constraints
- Create the optimiser variables
- Closes the snapshot
- Delete a database
- Route a connection request
- Open a session
- Adds the role players to the traversal
- Updates a type
- Processes a single input
grakn Key Features
grakn Examples and Code Snippets
$ sudo su -
$ grakn server start
chmod 777 server/service/cassandra/cassandra.yaml
Community Discussions
Trending Discussions on grakn
QUESTION
We often use GraphBLAS for graph processing so we need to use the incidence matrix. I haven't been able to find a way to export this from Grakn to a csv or any file. Is this possible?
...ANSWER
Answered 2021-Apr-14 at 09:09There isn't a built-in way to dump data to CSV in Grakn right now. However, we do highly encourage our community to contribute open source tooling for these kinds of tasks! Feel free to chat to use about it on our discord.
As to how it can be done, conceptually it's pretty easy:
Query to get stream all hyper-relations out:
QUESTION
is it possible to update and insert newly added data to Grakn in an online manner ? I have read this tutorial https://dev.grakn.ai/docs/query/updating-data but I can not get to this answer. thanks
...ANSWER
Answered 2020-Dec-09 at 09:28It would help to define what you mean by "online" - if it means what I think it does (keeping valid data/queryable data as you load), you should be able to see newly loaded data as soon as a transaction commits.
So, you can load data (https://dev.grakn.ai/docs/query/insert-query), and on commit you can see the committed data, and you can modify data (your link), which can modify committed data.
In general, you want to load data in many transactions, which allows you see in-progress data sets being loaded in an "online" manner.
QUESTION
If I have an existing keyspace in Grakn, how can I easily clone the keyspace to create a copy in the instance?
In the db > cassandra > data
folder I can see a list of folders of my keyspaces. I have already created a copy of one keyspace, but this doesn't show up in Workbase.
ANSWER
Answered 2020-Sep-02 at 11:06Grakn 1.8 adds "the ability to export and import date and schema to 1.8 grakn in order to support migration into newer versions of grakn." Grakn release 1.8.1
Hence to copy an entire keyspace you can:
- Start the grakn server:
grakn server start
- Create a new empty keyspace using the same schema as the original:
grakn console -k --f
- Export data from the original keyspace:
grakn server export exported_data.grakn
- Import the data into the new keyspace:
grakn server import exported_data.grakn
QUESTION
The following code worked in the python API for Grakn 1.5.9:
...ANSWER
Answered 2020-Sep-01 at 10:07The docs relevant to this question are found here: https://dev.grakn.ai/docs/concept-api/overview
Before the Grakn clients version 1.8.0, concepts always retained a connection to the server directly. This enabled users to do calls into the Grakn server using using methods like subs()
and keys()
.
As of >1.8.0, client-side concepts are either Local
concepts or Remote
concepts:
Local
concepts are simple value objects that retain Id, Label, Type, Value (for attributes) and other state they directly contain. Clients returnLocal
in general from queries and other operations.Remote
concepts are obtained fromLocal
concepts by passing a transaction to the concept usingconcept.asRemote(tx)
. This re-enables them to connect to the server as in the older versions of the grakn clients.
This change was made to ensure users are aware which operations are potentially expensive and require trips over the network, and which are fast and operate on local values only.
QUESTION
There is an option to start a GRAKN console with a file:
...ANSWER
Answered 2020-Aug-22 at 16:31I've found creating separate scripts that hold common operations is a good workflow for me. For example, if you have a common schema shared between different keyspaces and different data for those make a schema.gql file and your multiple data.gql files. They can then be glued together with a shell script if typing that in gets tedious.
QUESTION
I don't have a tech background. I installed grakn locally on windows into a folder, I am able to start the server and use the workbase, however when I tried to do the compute query in the documentation tutorial (social_network), it throws an error:
2020-08-18 16:59:33,614 [transaction-listener] ERROR g.c.s.r.SessionService$TransactionListener - Runtime Exception in RPC TransactionListener: java.lang.IllegalArgumentException: System memory 259522560 must be at least 471859200. Please increase heap size using the --driver-memory option or spark.driver.memory in Spark configuration.
I then set env variables:
...ANSWER
Answered 2020-Aug-19 at 17:09There are two possible reasons for this:
- JVM is unable to allocate 4G of RAM because it's occupied by something else. However, as you've said only 20% or RAM is used, this is an unlikely reason.
- 32-bit JVM are unable to address more than 4GB of RAM 1, so you should check if it applies to you and reinstall your JVM to be 64-bit if it does.
QUESTION
I have numerical data coming out of grakn with a query that looks like this:
...ANSWER
Answered 2020-Jun-16 at 12:02The answers of a get
can be sorted using sort
as follows:
QUESTION
I'm trying to start Grakn with ./grakn server start
in the console. I'm in the grakn
directory but I'm getting the error below:
ANSWER
Answered 2020-May-01 at 10:22Grakn uses Java 8 whereas you have Java 11. You can fix this by installing the JDK for Java 8, you should be able to find it for your system here.
Then, you need to make sure Java 8 can be found. On mac/unix:
QUESTION
I am aware that Grakn allows us to specify n-ary edges/relations. But, can they allow us to specify many-to-1 relationships when we don't know the size of "many" beforehand?
For example:
If I want to connect two entities 'a' and 'b' to entity 'c', I can do that. But, what if I don't know before hand how many entities I would want to connect to 'c'. What if I wanted to keep that dynamic? (sometimes connect 2 entities to 1 or 4 entities to 1) Does Grakn allow me to represent that?
I hope I have been able to describe my question clearly.
Please let me know. Thank you.
...ANSWER
Answered 2020-May-27 at 16:06In Grakn, these many-to-one connections (where the "many" is dynamic) can be stored as the relation instances themselves.
For example, suppose you have a family with a parent who has some children, but we don't know how many there are, and new children can be added at any time.
Then you would
QUESTION
I am using Grakn. I'd like to delete a duplicate entity with the same attribute value (name). This is what I have now:
...ANSWER
Answered 2020-May-15 at 10:37Grakn assigns an auto-generated id
to each instance. Although this id
is generated by Grakn solely for internal use, it is indeed possible to find an instance with its Grakn id
. To do so, we use the id
keyword followed by the id
assigned to the instance by Grakn.
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