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Ship it!




Ship It!

- Sarath Subramanian


On Feb. 2, 2021, 5:52 p.m., Sidharth Mishra wrote:
> 
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> This is an automatically generated e-mail. To reply, visit:
> https://reviews.apache.org/r/73169/
> -----------------------------------------------------------
> 
> (Updated Feb. 2, 2021, 5:52 p.m.)
> 
> 
> Review request for atlas, Ashutosh Mestry, Deep Singh, Madhan Neethiraj, 
> Radhika Kundam, and Sarath Subramanian.
> 
> 
> Bugs: ATLAS-4123
>     https://issues.apache.org/jira/browse/ATLAS-4123
> 
> 
> Repository: atlas
> 
> 
> Description
> -------
> 
> ATLAS-4123: Lineage missing in case of CREATE MATERIALIZED VIEW query at Hive
> 
> 
> Diffs
> -----
> 
>   addons/hive-bridge/src/main/java/org/apache/atlas/hive/hook/HiveHook.java 
> e48967d63 
> 
> 
> Diff: https://reviews.apache.org/r/73169/diff/1/
> 
> 
> Testing
> -------
> 
> Atlas hook topic message from the hive hook before fix:
> =======================================================
> 
> {
>     "version": {
>         "version": "1.0.0",
>         "versionParts": [
>             1
>         ]
>     },
>     "msgCompressionKind": "NONE",
>     "msgSplitIdx": 1,
>     "msgSplitCount": 1,
>     "msgSourceIP": "172.27.10.2",
>     "msgCreatedBy": "hive",
>     "msgCreationTime": 1612311707304,
>     "message": {
>         "type": "ENTITY_CREATE_V2",
>         "user": "hive",
>         "entities": {
>             "referredEntities": {
>                 "-73285185733726514": {
>                     "typeName": "hive_storagedesc",
>                     "attributes": {
>                         "qualifiedName": "default.test_mv_ctas_2@cm_storage",
>                         "storedAsSubDirectories": false,
>                         "location": 
> "hdfs://sarath-secure-2.sarath-secure.root.hwx.site:8020/warehouse/tablespace/managed/hive/test_mv_ctas_2",
>                         "compressed": false,
>                         "inputFormat": 
> "org.apache.hadoop.hive.ql.io.orc.OrcInputFormat",
>                         "parameters": {},
>                         "outputFormat": 
> "org.apache.hadoop.hive.ql.io.orc.OrcOutputFormat",
>                         "serdeInfo": {
>                             "typeName": "hive_serde",
>                             "attributes": {
>                                 "serializationLib": 
> "org.apache.hadoop.hive.ql.io.orc.OrcSerde",
>                                 "name": null,
>                                 "parameters": {}
>                             }
>                         },
>                         "numBuckets": -1
>                     },
>                     "guid": "-73285185733726514",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "table": {
>                             "guid": "-73285185733726513",
>                             "typeName": "hive_table",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_mv_ctas_2@cm"
>                             },
>                             "relationshipType": "hive_table_storagedesc"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73285185733726515": {
>                     "typeName": "hive_column",
>                     "attributes": {
>                         "owner": "admin",
>                         "qualifiedName": "default.test_mv_ctas_2.id@cm",
>                         "name": "id",
>                         "comment": null,
>                         "position": 0,
>                         "type": "int"
>                     },
>                     "guid": "-73285185733726515",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "table": {
>                             "guid": "-73285185733726513",
>                             "typeName": "hive_table",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_mv_ctas_2@cm"
>                             },
>                             "relationshipType": "hive_table_columns"
>                         }
>                     },
>                     "proxy": false
>                 }
>             },
>             "entities": [
>                 {
>                     "typeName": "hive_table",
>                     "attributes": {
>                         "owner": "admin",
>                         "viewExpandedText": "select `test_1`.`id` from 
> `default`.`test_1`",
>                         "tableType": "MATERIALIZED_VIEW",
>                         "temporary": false,
>                         "lastAccessTime": 1612311707000,
>                         "createTime": 1612311707000,
>                         "qualifiedName": "default.test_mv_ctas_2@cm",
>                         "name": "test_mv_ctas_2",
>                         "comment": null,
>                         "parameters": {
>                             "transient_lastDdlTime": "1612311707",
>                             "bucketing_version": "2",
>                             "transactional_properties": "default",
>                             "transactional": "true"
>                         },
>                         "retention": 0,
>                         "viewOriginalText": "select * from test_1"
>                     },
>                     "guid": "-73285185733726513",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "sd": {
>                             "guid": "-73285185733726514",
>                             "typeName": "hive_storagedesc",
>                             "uniqueAttributes": {
>                                 "qualifiedName": 
> "default.test_mv_ctas_2@cm_storage"
>                             },
>                             "relationshipType": "hive_table_storagedesc"
>                         },
>                         "columns": [
>                             {
>                                 "guid": "-73285185733726515",
>                                 "typeName": "hive_column",
>                                 "uniqueAttributes": {
>                                     "qualifiedName": 
> "default.test_mv_ctas_2.id@cm"
>                                 },
>                                 "relationshipType": "hive_table_columns"
>                             }
>                         ],
>                         "partitionKeys": [],
>                         "db": {
>                             "typeName": "hive_db",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default@cm"
>                             },
>                             "relationshipType": "hive_table_db"
>                         }
>                     },
>                     "proxy": false
>                 }
>             ]
>         }
>     }
> }
> 
> Atlas hook topic message from the hive hook after fix:
> =======================================================
> {
>     "version": {
>         "version": "1.0.0",
>         "versionParts": [
>             1
>         ]
>     },
>     "msgCompressionKind": "NONE",
>     "msgSplitIdx": 1,
>     "msgSplitCount": 1,
>     "msgSourceIP": "172.27.10.2",
>     "msgCreatedBy": "hive",
>     "msgCreationTime": 1612317050425,
>     "message": {
>         "type": "ENTITY_CREATE_V2",
>         "user": "hive",
>         "entities": {
>             "referredEntities": {
>                 "-73293806469890554": {
>                     "typeName": "hive_column",
>                     "attributes": {
>                         "owner": "admin",
>                         "qualifiedName": "default.test_mv_ctas_1.id@cm",
>                         "name": "id",
>                         "comment": null,
>                         "position": 0,
>                         "type": "int"
>                     },
>                     "guid": "-73293806469890554",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "table": {
>                             "guid": "-73293806469890552",
>                             "typeName": "hive_table",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_mv_ctas_1@cm"
>                             },
>                             "relationshipType": "hive_table_columns"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73293806469890553": {
>                     "typeName": "hive_storagedesc",
>                     "attributes": {
>                         "qualifiedName": "default.test_mv_ctas_1@cm_storage",
>                         "storedAsSubDirectories": false,
>                         "location": 
> "hdfs://sarath-secure-2.sarath-secure.root.hwx.site:8020/warehouse/tablespace/managed/hive/test_mv_ctas_1",
>                         "compressed": false,
>                         "inputFormat": 
> "org.apache.hadoop.hive.ql.io.orc.OrcInputFormat",
>                         "parameters": {},
>                         "outputFormat": 
> "org.apache.hadoop.hive.ql.io.orc.OrcOutputFormat",
>                         "serdeInfo": {
>                             "typeName": "hive_serde",
>                             "attributes": {
>                                 "serializationLib": 
> "org.apache.hadoop.hive.ql.io.orc.OrcSerde",
>                                 "name": null,
>                                 "parameters": {}
>                             }
>                         },
>                         "numBuckets": -1
>                     },
>                     "guid": "-73293806469890553",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "table": {
>                             "guid": "-73293806469890552",
>                             "typeName": "hive_table",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_mv_ctas_1@cm"
>                             },
>                             "relationshipType": "hive_table_storagedesc"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73293806469890551": {
>                     "typeName": "hive_db",
>                     "attributes": {
>                         "owner": "public",
>                         "ownerType": "ROLE",
>                         "managedLocation": null,
>                         "qualifiedName": "default@cm",
>                         "clusterName": "cm",
>                         "name": "default",
>                         "description": "Default Hive database",
>                         "location": 
> "hdfs://sarath-secure-2.sarath-secure.root.hwx.site:8020/warehouse/tablespace/external/hive",
>                         "parameters": {}
>                     },
>                     "guid": "-73293806469890551",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "proxy": false
>                 }
>             },
>             "entities": [
>                 {
>                     "typeName": "hive_table",
>                     "attributes": {
>                         "owner": "admin",
>                         "viewExpandedText": "select `test_1`.`id` from 
> `default`.`test_1`",
>                         "tableType": "MATERIALIZED_VIEW",
>                         "temporary": false,
>                         "lastAccessTime": 1612317049000,
>                         "createTime": 1612317049000,
>                         "qualifiedName": "default.test_mv_ctas_1@cm",
>                         "name": "test_mv_ctas_1",
>                         "comment": null,
>                         "parameters": {
>                             "transient_lastDdlTime": "1612317049",
>                             "bucketing_version": "2",
>                             "transactional_properties": "default",
>                             "transactional": "true"
>                         },
>                         "retention": 0,
>                         "viewOriginalText": "select * from test_1"
>                     },
>                     "guid": "-73293806469890552",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "sd": {
>                             "guid": "-73293806469890553",
>                             "typeName": "hive_storagedesc",
>                             "uniqueAttributes": {
>                                 "qualifiedName": 
> "default.test_mv_ctas_1@cm_storage"
>                             },
>                             "relationshipType": "hive_table_storagedesc"
>                         },
>                         "columns": [
>                             {
>                                 "guid": "-73293806469890554",
>                                 "typeName": "hive_column",
>                                 "uniqueAttributes": {
>                                     "qualifiedName": 
> "default.test_mv_ctas_1.id@cm"
>                                 },
>                                 "relationshipType": "hive_table_columns"
>                             }
>                         ],
>                         "partitionKeys": [],
>                         "db": {
>                             "guid": "-73293806469890551",
>                             "typeName": "hive_db",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default@cm"
>                             },
>                             "relationshipType": "hive_table_db"
>                         }
>                     },
>                     "proxy": false
>                 }
>             ]
>         }
>     }
> }
> {
>     "version": {
>         "version": "1.0.0",
>         "versionParts": [
>             1
>         ]
>     },
>     "msgCompressionKind": "NONE",
>     "msgSplitIdx": 1,
>     "msgSplitCount": 1,
>     "msgSourceIP": "172.27.10.2",
>     "msgCreatedBy": "hive",
>     "msgCreationTime": 1612317051395,
>     "message": {
>         "type": "ENTITY_CREATE_V2",
>         "user": "admin",
>         "entities": {
>             "referredEntities": {
>                 "-73293807317085531": {
>                     "typeName": "hive_column",
>                     "attributes": {
>                         "owner": "admin",
>                         "qualifiedName": "default.test_mv_ctas_1.id@cm",
>                         "name": "id",
>                         "comment": null,
>                         "position": 0,
>                         "type": "int"
>                     },
>                     "guid": "-73293807317085531",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "table": {
>                             "guid": "-73293807317085529",
>                             "typeName": "hive_table",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_mv_ctas_1@cm"
>                             },
>                             "relationshipType": "hive_table_columns"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73293807317085530": {
>                     "typeName": "hive_storagedesc",
>                     "attributes": {
>                         "qualifiedName": "default.test_mv_ctas_1@cm_storage",
>                         "storedAsSubDirectories": false,
>                         "location": 
> "hdfs://sarath-secure-2.sarath-secure.root.hwx.site:8020/warehouse/tablespace/managed/hive/test_mv_ctas_1",
>                         "compressed": false,
>                         "inputFormat": 
> "org.apache.hadoop.hive.ql.io.orc.OrcInputFormat",
>                         "parameters": {},
>                         "outputFormat": 
> "org.apache.hadoop.hive.ql.io.orc.OrcOutputFormat",
>                         "serdeInfo": {
>                             "typeName": "hive_serde",
>                             "attributes": {
>                                 "serializationLib": 
> "org.apache.hadoop.hive.ql.io.orc.OrcSerde",
>                                 "name": null,
>                                 "parameters": {}
>                             }
>                         },
>                         "numBuckets": -1
>                     },
>                     "guid": "-73293807317085530",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "table": {
>                             "guid": "-73293807317085529",
>                             "typeName": "hive_table",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_mv_ctas_1@cm"
>                             },
>                             "relationshipType": "hive_table_storagedesc"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73293807317085529": {
>                     "typeName": "hive_table",
>                     "attributes": {
>                         "owner": "admin",
>                         "viewExpandedText": "select `test_1`.`id` from 
> `default`.`test_1`",
>                         "tableType": "MATERIALIZED_VIEW",
>                         "temporary": false,
>                         "lastAccessTime": 1612317049000,
>                         "createTime": 1612317049000,
>                         "qualifiedName": "default.test_mv_ctas_1@cm",
>                         "name": "test_mv_ctas_1",
>                         "comment": null,
>                         "parameters": {
>                             "totalSize": "0",
>                             "rawDataSize": "0",
>                             "numRows": "0",
>                             "transactional_properties": "default",
>                             "COLUMN_STATS_ACCURATE": 
> "{\"BASIC_STATS\":\"true\",\"COLUMN_STATS\":{\"id\":\"true\"}}",
>                             "numFiles": "0",
>                             "transient_lastDdlTime": "1612317050",
>                             "bucketing_version": "2",
>                             "numFilesErasureCoded": "0",
>                             "transactional": "true"
>                         },
>                         "retention": 0,
>                         "viewOriginalText": "select * from test_1"
>                     },
>                     "guid": "-73293807317085529",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "sd": {
>                             "guid": "-73293807317085530",
>                             "typeName": "hive_storagedesc",
>                             "uniqueAttributes": {
>                                 "qualifiedName": 
> "default.test_mv_ctas_1@cm_storage"
>                             },
>                             "relationshipType": "hive_table_storagedesc"
>                         },
>                         "columns": [
>                             {
>                                 "guid": "-73293807317085531",
>                                 "typeName": "hive_column",
>                                 "uniqueAttributes": {
>                                     "qualifiedName": 
> "default.test_mv_ctas_1.id@cm"
>                                 },
>                                 "relationshipType": "hive_table_columns"
>                             }
>                         ],
>                         "partitionKeys": [],
>                         "db": {
>                             "guid": "-73293807317085525",
>                             "typeName": "hive_db",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default@cm"
>                             },
>                             "relationshipType": "hive_table_db"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73293807317085528": {
>                     "typeName": "hive_column",
>                     "attributes": {
>                         "owner": "admin",
>                         "qualifiedName": "default.test_1.id@cm",
>                         "name": "id",
>                         "comment": null,
>                         "position": 0,
>                         "type": "int"
>                     },
>                     "guid": "-73293807317085528",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "table": {
>                             "guid": "-73293807317085526",
>                             "typeName": "hive_table",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_1@cm"
>                             },
>                             "relationshipType": "hive_table_columns"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73293807317085527": {
>                     "typeName": "hive_storagedesc",
>                     "attributes": {
>                         "qualifiedName": "default.test_1@cm_storage",
>                         "storedAsSubDirectories": false,
>                         "location": 
> "hdfs://sarath-secure-2.sarath-secure.root.hwx.site:8020/warehouse/tablespace/managed/hive/test_1",
>                         "compressed": false,
>                         "inputFormat": 
> "org.apache.hadoop.hive.ql.io.orc.OrcInputFormat",
>                         "parameters": {},
>                         "outputFormat": 
> "org.apache.hadoop.hive.ql.io.orc.OrcOutputFormat",
>                         "serdeInfo": {
>                             "typeName": "hive_serde",
>                             "attributes": {
>                                 "serializationLib": 
> "org.apache.hadoop.hive.ql.io.orc.OrcSerde",
>                                 "name": null,
>                                 "parameters": {}
>                             }
>                         },
>                         "numBuckets": -1
>                     },
>                     "guid": "-73293807317085527",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "table": {
>                             "guid": "-73293807317085526",
>                             "typeName": "hive_table",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_1@cm"
>                             },
>                             "relationshipType": "hive_table_storagedesc"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73293807317085526": {
>                     "typeName": "hive_table",
>                     "attributes": {
>                         "owner": "admin",
>                         "tableType": "MANAGED_TABLE",
>                         "temporary": false,
>                         "lastAccessTime": 1612314520000,
>                         "createTime": 1612314520000,
>                         "qualifiedName": "default.test_1@cm",
>                         "name": "test_1",
>                         "comment": null,
>                         "parameters": {
>                             "totalSize": "0",
>                             "rawDataSize": "0",
>                             "numRows": "0",
>                             "transactional_properties": "default",
>                             "COLUMN_STATS_ACCURATE": 
> "{\"BASIC_STATS\":\"true\",\"COLUMN_STATS\":{\"id\":\"true\"}}",
>                             "numFiles": "0",
>                             "transient_lastDdlTime": "1612314520",
>                             "bucketing_version": "2",
>                             "numFilesErasureCoded": "0",
>                             "transactional": "true"
>                         },
>                         "retention": 0
>                     },
>                     "guid": "-73293807317085526",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "sd": {
>                             "guid": "-73293807317085527",
>                             "typeName": "hive_storagedesc",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default.test_1@cm_storage"
>                             },
>                             "relationshipType": "hive_table_storagedesc"
>                         },
>                         "columns": [
>                             {
>                                 "guid": "-73293807317085528",
>                                 "typeName": "hive_column",
>                                 "uniqueAttributes": {
>                                     "qualifiedName": "default.test_1.id@cm"
>                                 },
>                                 "relationshipType": "hive_table_columns"
>                             }
>                         ],
>                         "partitionKeys": [],
>                         "db": {
>                             "guid": "-73293807317085525",
>                             "typeName": "hive_db",
>                             "uniqueAttributes": {
>                                 "qualifiedName": "default@cm"
>                             },
>                             "relationshipType": "hive_table_db"
>                         }
>                     },
>                     "proxy": false
>                 },
>                 "-73293807317085525": {
>                     "typeName": "hive_db",
>                     "attributes": {
>                         "owner": "public",
>                         "ownerType": "ROLE",
>                         "managedLocation": 
> "hdfs://sarath-secure-2.sarath-secure.root.hwx.site:8020/warehouse/tablespace/managed/hive",
>                         "qualifiedName": "default@cm",
>                         "clusterName": "cm",
>                         "name": "default",
>                         "description": "Default Hive database",
>                         "location": 
> "hdfs://sarath-secure-2.sarath-secure.root.hwx.site:8020/warehouse/tablespace/external/hive",
>                         "parameters": {}
>                     },
>                     "guid": "-73293807317085525",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "proxy": false
>                 }
>             },
>             "entities": [
>                 {
>                     "typeName": "hive_process",
>                     "attributes": {
>                         "recentQueries": [
>                             "create materialized view test_mv_ctas_1 as 
> select * from test_1"
>                         ],
>                         "qualifiedName": 
> "CREATE_MATERIALIZED_VIEW:default.test_1@cm:1612314520000->:default@cm:default.test_mv_ctas_1@cm:1612317049000",
>                         "clusterName": "cm",
>                         "name": 
> "CREATE_MATERIALIZED_VIEW:default.test_1@cm:1612314520000->:default@cm:default.test_mv_ctas_1@cm:1612317049000",
>                         "queryText": "",
>                         "operationType": "CREATE_MATERIALIZED_VIEW",
>                         "startTime": 1612317051380,
>                         "queryPlan": "Not Supported",
>                         "endTime": 1612317051380,
>                         "userName": "",
>                         "queryId": ""
>                     },
>                     "guid": "-73293807317085532",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "outputs": [
>                             {
>                                 "guid": "-73293807317085529",
>                                 "typeName": "hive_table",
>                                 "uniqueAttributes": {
>                                     "qualifiedName": 
> "default.test_mv_ctas_1@cm"
>                                 },
>                                 "relationshipType": "process_dataset_outputs"
>                             }
>                         ],
>                         "inputs": [
>                             {
>                                 "guid": "-73293807317085526",
>                                 "typeName": "hive_table",
>                                 "uniqueAttributes": {
>                                     "qualifiedName": "default.test_1@cm"
>                                 },
>                                 "relationshipType": "dataset_process_inputs"
>                             }
>                         ]
>                     },
>                     "proxy": false
>                 },
>                 {
>                     "typeName": "hive_process_execution",
>                     "attributes": {
>                         "hostName": 
> "sarath-secure-2.sarath-secure.root.hwx.site",
>                         "qualifiedName": 
> "CREATE_MATERIALIZED_VIEW:default.test_1@cm:1612314520000->:default@cm:default.test_mv_ctas_1@cm:1612317049000:1612317032474:1612317051380",
>                         "name": 
> "CREATE_MATERIALIZED_VIEW:default.test_1@cm:1612314520000->:default@cm:default.test_mv_ctas_1@cm:1612317049000:1612317032474:1612317051380",
>                         "queryText": "create materialized view test_mv_ctas_1 
> as select * from test_1",
>                         "startTime": 1612317032474,
>                         "queryPlan": "Not Supported",
>                         "endTime": 1612317051380,
>                         "userName": "admin",
>                         "queryId": 
> "hive_20210203015032_7bef0f08-bddf-4992-b761-97aa261be104"
>                     },
>                     "guid": "-73293807317085533",
>                     "isIncomplete": false,
>                     "provenanceType": 0,
>                     "version": 0,
>                     "relationshipAttributes": {
>                         "process": {
>                             "guid": "-73293807317085532",
>                             "typeName": "hive_process",
>                             "relationshipType": 
> "hive_process_process_executions"
>                         }
>                     },
>                     "proxy": false
>                 }
>             ]
>         }
>     }
> }
> 
> 
> Thanks,
> 
> Sidharth Mishra
> 
>

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