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Questions tagged [graphframes]

DataFrame based graph library for Apache Spark

GraphFrames is DataFrame base alternative to core GraphX with cross language support:

External resources:

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186 questions
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why --packages command let the python package not available or loadable from the Spark client/driver?

I want to add graphframes library.Normaly this library is added by (for example): pyspark --packages graphframes:graphframes:0.7.0-spark2.4-s_2.11 and then you should get something like: Welcome to ____ __ / __/__ ___…
moudi
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GraphFrames and Label propagation

As I understand from Wikipedia, the label propagation algorithm assigns labels to previously unlabeled nodes in a graph and, at the start of the algorithm, a (generally small) subset of the nodes have labels defined. In the documentation of…
joel314
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Pull large data from Neo4j Graph into Spark (Graphx or GraphFrame) to do some analysis on the graph

I am working with a large graph (3M nodes and 1B relations between the nodes). I have two type of nodes, categories and users. I want to use spark to analyze the graph data to perform path analysis between categories for example. But I have the…
Nisrein Sada
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Hierarchical data manipulation in Apache Spark

I am having a Dataset in Spark (v2.1.1) with 3 columns (as shown below) containing hierarchical data. My target objective is to assign incremental numbering to each row based on the parent-child hierarchy. Graphically it can be said that the…
Sridher
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PYSPARK: how to visualize a GraphFrame?

Suppose that I have created the following graph. My question is how can I visualize it? # Create a Vertex DataFrame with unique ID column "id" v = sqlContext.createDataFrame([ ("a", "Alice", 34), ("b", "Bob", 36), ("c",…
Alex
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Creation of DSEGraphFrames in Java or Scala using a SparkSession

I am trying to obtain a DSEGraphFrame of my DSE graphs in either java or scala. I am using the blog documentation, as follows //load a graph in Java DseGraphFrame graph = DseGraphFrameBuilder.dseGraph("test", spark); // load a graph in scala val…
Mr_Destruction
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Edge attribute filter on GraphFrames motif search not working

I've got some sample data on a family graph I want to query on. I'd like to use the find method on the GraphFrames object in order to query the motif A->B where the edge is of type "Mother". Since GraphFrames uses a subset of the cypher language of…
Romeo Kienzler
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Collecting neighbors in Spark Graphframes

I have an un-directed graph. Is there any efficient function to collect direct neighbors of specific vertex Id using Spark Graphframes? (This feature is available in GraphX [link]) If yes, how can we achieve neighbors of level 2, 3 and ... (It means…
MohsenIT
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can't load packages using zeppelin

using a zeppelin notebook with spark, I want to load graphframes using the ui manager After clicking save I get a prompt. I want to click okay to approve new settings and restart cluster, but the ok button is not responsive. Note that when I change…
DeanLa
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SBT in Apache-Spark graph frames

I have following SBT file, I am compiling the Scala Code using Apache GraphFrame and also reading the CSV file. name := "Simple" version := "1.0" scalaVersion := "2.10.5" libraryDependencies ++= Seq( "org.apache.spark" %% "spark-core" %…
Yasir Arfat
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Dataproc: Jupyter pyspark notebook unable to import graphframes package

In Dataproc spark cluster, graphframe package is available in spark-shell but not in jupyter pyspark notebook. Pyspark kernel config: PACKAGES_ARG='--packages graphframes:graphframes:0.2.0-spark2.0-s_2.11' Following is the cmd to initialize cluster…
Ashish Bindal
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Using graphframes with PyCharm

I have spent almost 2 days scrolling the internet and I was unable to sort out this problem. I am trying to install the graphframes package (Version: 0.2.0-spark2.0-s_2.11) to run with spark through PyCharm, but, despite my best efforts, it's been…
Christos Hadjinikolis
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How to create a simple spark graphframe using java?

Basically I am a java developer & now I got a chance to work on Spark & I gone through basics of the Spark api like what is SparkConfig, SparkContaxt, RDD, SQLContaxt, DataFrame, DataSet & then I able to perform some simple simple transformations…
Venkaiah Yepuri
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How to create citation network of articles using graphframes?

I have a corpus of 44940 articles, each article has id, title and list of references (other articles that were cited in). The schema of corpus looks somthing like this : +---+-----+----------+ | id|title| ref| +---+-----+----------+ |id1| …
Yassou Sk
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How to start graphframes on spark on pyspark on juypter on docker?

Been playing with pyspark on juypter all day with no issues. Just by simply using the docker image juypter/pyspark-notebook, 90% of everything I need is packaged (YAY!) I would like to start exploring using GraphFrames, which sits on top of GraphX…
W. Smith
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