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When we try to interact with Solr through Spark, the execution process hangs indefinitely, without any errors or results. Other components, such as Hive and HBase, integrate smoothly with Spark, and we’re using a valid Kerberos ticket that successfully authenticates with other Hadoop components. Additionally, we’ve tested REST API calls to Solr via both curl and Python’s requests library, and we’re able to retrieve data with the Kerberos ticket.
The problem appears isolated to Spark’s connection with Solr, as all other systems interact as expected. Has anyone experienced a similar issue or have ideas on what might be causing this?
solr_options = {
"zkhost": "zkURL-01.orgis.ie:2181,zkURL-02.orgis.ie:2181,zkURL.orgis.ie:2181/solr",
"collection": "collection_phoectic_test2"
}
# Read data from Solr
df = spark.read.format("solr").options(**solr_options).load()
df.show()
Interestingly, if I specify a non-existent Solr collection, I get an error stating that the collection doesn’t exist. This leads me to believe that Zookeeper is managing the initial connection, as it has the metadata for the Solr collections. However, it seems the Spark executor might be connecting to Zookeeper but failing to establish a connection between Spark executor nodes and Solr nodes.
spark error logs:
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 >> "POST /solr/collection_phonectic_test2_shard1_replica_n1/select HTTP/1.1[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 >> "Content-Type: application/x-www-form-urlencoded; charset=UTF-8[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 >> "User-Agent: Solr[org.apache.solr.client.solrj.impl.HttpSolrClient] 1.0[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 >> "Content-Length: 652[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 >> "Host: worker-02.xx:8985[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 >> "Connection: Keep-Alive[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 >> "[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 >> "q=*%3A*&rows=5000&qt=%2Fselect&fq=_version_%3A%5B*+TO+1812630352655548416%5D&fq=%7B%21hash+workers%3D2+worker%3D0%7D&collection=collection_phonectic_test2&fl=address%2Cmade%2Ccategory%2Ccompanyname%2Cuserfeedback&distrib=false&start=0&sort=id+asc&partitionKeys=_version_&cursorMark=*&wt=javabin&version=2"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 << "HTTP/1.1 401 Authentication required[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 << "Content-Security-Policy: default-src 'none'; base-uri 'none'; connect-src 'self'; form-action 'self'; font-src 'self'; frame-ancestors 'none'; img-src 'self'; media-src 'self'; style-src 'self' 'unsafe-inline'; script-src 'self'; worker-src 'self';[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 << "X-Content-Type-Options: nosniff[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 << "X-Frame-Options: SAMEORIGIN[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 << "X-XSS-Protection: 1; mode=block[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 << "Strict-Transport-Security: max-age=31536000; includeSubDomains[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 << "WWW-Authenticate: Negotiate[\r][\n]"
DEBUG http.wire: [Executor task launch worker for task 0.0 in stage 0.0 (TID 0)]: http-outgoing-0 << "Set-Cookie: hadoop.auth=; Secure; HttpOnly[\r][\n]"
The text was updated successfully, but these errors were encountered:
We're attempting to execute a basic Spark job to read/write data from Solr, using the following environment:
CDP version: 7.1.9
Spark: Spark3
Solr: 8.11
Spark-Solr Connector: opt/cloudera/parcels/SPARK3/lib/spark3/spark-solr/spark-solr-3.9.3000.3.3.7191000.0-78-shaded.jar
When we try to interact with Solr through Spark, the execution process hangs indefinitely, without any errors or results. Other components, such as Hive and HBase, integrate smoothly with Spark, and we’re using a valid Kerberos ticket that successfully authenticates with other Hadoop components. Additionally, we’ve tested REST API calls to Solr via both curl and Python’s requests library, and we’re able to retrieve data with the Kerberos ticket.
The problem appears isolated to Spark’s connection with Solr, as all other systems interact as expected. Has anyone experienced a similar issue or have ideas on what might be causing this?
Interestingly, if I specify a non-existent Solr collection, I get an error stating that the collection doesn’t exist. This leads me to believe that Zookeeper is managing the initial connection, as it has the metadata for the Solr collections. However, it seems the Spark executor might be connecting to Zookeeper but failing to establish a connection between Spark executor nodes and Solr nodes.
spark error logs:
The text was updated successfully, but these errors were encountered: