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Posted to notifications@asterixdb.apache.org by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org> on 2017/10/28 04:17:46 UTC

Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Xikui Wang has uploaded a new change for review.

  https://asterix-gerrit.ics.uci.edu/2107

Change subject: [WIP] Add init parameter for external UDF
......................................................................

[WIP] Add init parameter for external UDF

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
M asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta06/meta06.1.adm
M asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-installer/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-yarn/src/test/resources/library/results/library-metadata/functionDataset/functionDataset.1.adm
28 files changed, 340 insertions(+), 29 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/1

diff --git a/asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt b/asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
new file mode 100644
index 0000000..1cef71e
--- /dev/null
+++ b/asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
@@ -0,0 +1,2 @@
+Hugh
+Schwan
\ No newline at end of file
diff --git a/asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt b/asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
new file mode 100644
index 0000000..3f5ac3b
--- /dev/null
+++ b/asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
@@ -0,0 +1,2 @@
+Kottke
+Liz
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
index 5f86c28..ebc28ce 100755
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
@@ -247,7 +247,8 @@
                     }
                     Function f = new Function(dataverse, libraryName + "#" + function.getName().trim(), args.size(),
                             args, function.getReturnType().trim(), function.getDefinition().trim(),
-                            library.getLanguage().trim(), function.getFunctionType().trim());
+                            library.getLanguage().trim(), function.getFunctionType().trim(),
+                            function.getInitParameters());
                     MetadataManager.INSTANCE.addFunction(mdTxnCtx, f);
                     if (LOGGER.isLoggable(Level.INFO)) {
                         LOGGER.info("Installed function: " + libraryName + "#" + function.getName().trim());
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
index e45df8b..3a215d4 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
@@ -1669,9 +1669,8 @@
                 throw new AlgebricksException("There is no dataverse with this name " + dataverse + ".");
             }
             Function function = new Function(dataverse, functionName, cfs.getaAterixFunction().getArity(),
-                    cfs.getParamList(), Function.RETURNTYPE_VOID, cfs.getFunctionBody(),
-                    rewriterFactory instanceof SqlppRewriterFactory ? Function.LANGUAGE_SQLPP : Function.LANGUAGE_AQL,
-                    FunctionKind.SCALAR.toString());
+                    cfs.getParamList(), Function.RETURNTYPE_VOID, cfs.getFunctionBody(), Function.LANGUAGE_AQL,
+                    FunctionKind.SCALAR.toString(), "");
             MetadataManager.INSTANCE.addFunction(mdTxnCtx, function);
 
             MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta06/meta06.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta06/meta06.1.adm
index 58f5b77..6a61268 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta06/meta06.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta06/meta06.1.adm
@@ -1 +1 @@
-{ "DataverseName": "testdv", "Name": "fun01", "Arity": "0", "Params": [  ], "ReturnType": "VOID", "Definition": "\"This is an AQL Bodied UDF\"", "Language": "AQL", "Kind": "SCALAR" }
+{ "DataverseName": "testdv", "Name": "fun01", "Arity": "0", "Params": [  ], "ReturnType": "VOID", "Definition": "\"This is an AQL Bodied UDF\"", "Language": "AQL", "Kind": "SCALAR", "InitParameters": "" }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
index 7229aa8..58a000c 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
@@ -29,8 +29,8 @@
 { "DataverseName": "Metadata", "DatatypeName": "FeedRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string", "IsNullable": false }, { "FieldName": "FeedName", "FieldType": "string", "IsNullable": false }, { "FieldName": "AdapterName", "FieldType": "string", "IsNullable": false }, { "FieldName": "AdapterConfiguration", "FieldType": "FeedRecordType_AdapterConfiguration", "IsNullable": false }, { "FieldName": "Timestamp", "FieldType": "string", "IsNullable": false } ] } }, "Timestamp": "Fri Oct 21 10:29:22 PDT 2016" }
 { "DataverseName": "Metadata", "DatatypeName": "FeedRecordType_AdapterConfiguration", "Derived": { "Tag": "UNORDEREDLIST", "IsAnonymous": true, "UnorderedList": "FeedRecordType_AdapterConfiguration_Item" }, "Timestamp": "Fri Oct 21 10:29:22 PDT 2016" }
 { "DataverseName": "Metadata", "DatatypeName": "FeedRecordType_AdapterConfiguration_Item", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Name", "FieldType": "string", "IsNullable": false }, { "FieldName": "Value", "FieldType": "string", "IsNullable": false } ] } }, "Timestamp": "Fri Oct 21 10:29:22 PDT 2016" }
-{ "DataverseName": "Metadata", "DatatypeName": "FunctionRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string", "IsNullable": false }, { "FieldName": "Name", "FieldType": "string", "IsNullable": false }, { "FieldName": "Arity", "FieldType": "string", "IsNullable": false }, { "FieldName": "Params", "FieldType": "FunctionRecordType_Params", "IsNullable": false }, { "FieldName": "ReturnType", "FieldType": "string", "IsNullable": false }, { "FieldName": "Definition", "FieldType": "string", "IsNullable": false }, { "FieldName": "Language", "FieldType": "string", "IsNullable": false }, { "FieldName": "Kind", "FieldType": "string", "IsNullable": false } ] } }, "Timestamp": "Fri Oct 21 10:29:22 PDT 2016" }
-{ "DataverseName": "Metadata", "DatatypeName": "FunctionRecordType_Params", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "OrderedList": "string" }, "Timestamp": "Fri Oct 21 10:29:22 PDT 2016" }
+{ "DataverseName": "Metadata", "DatatypeName": "FunctionRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string", "IsNullable": false }, { "FieldName": "Name", "FieldType": "string", "IsNullable": false }, { "FieldName": "Arity", "FieldType": "string", "IsNullable": false }, { "FieldName": "Params", "FieldType": "FunctionRecordType_Params", "IsNullable": false }, { "FieldName": "ReturnType", "FieldType": "string", "IsNullable": false }, { "FieldName": "Definition", "FieldType": "string", "IsNullable": false }, { "FieldName": "Language", "FieldType": "string", "IsNullable": false }, { "FieldName": "Kind", "FieldType": "string", "IsNullable": false }, { "FieldName": "InitParameters", "FieldType": "string", "IsNullable": false } ] } }, "Timestamp": "Mon Mar 06 12:04:49 PST 2017" }
+{ "DataverseName": "Metadata", "DatatypeName": "FunctionRecordType_Params", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "OrderedList": "string" }, "Timestamp": "Mon Mar 06 12:04:49 PST 2017" }
 { "DataverseName": "Metadata", "DatatypeName": "IndexRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string", "IsNullable": false }, { "FieldName": "DatasetName", "FieldType": "string", "IsNullable": false }, { "FieldName": "IndexName", "FieldType": "string", "IsNullable": false }, { "FieldName": "IndexStructure", "FieldType": "string", "IsNullable": false }, { "FieldName": "SearchKey", "FieldType": "IndexRecordType_SearchKey", "IsNullable": false }, { "FieldName": "IsPrimary", "FieldType": "boolean", "IsNullable": false }, { "FieldName": "Timestamp", "FieldType": "string", "IsNullable": false }, { "FieldName": "PendingOp", "FieldType": "int32", "IsNullable": false } ] } }, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016" }
 { "DataverseName": "Metadata", "DatatypeName": "IndexRecordType_SearchKey", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "OrderedList": "IndexRecordType_SearchKey_Item" }, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016" }
 { "DataverseName": "Metadata", "DatatypeName": "IndexRecordType_SearchKey_Item", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "OrderedList": "string" }, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
new file mode 100644
index 0000000..e408cfe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description     : Detect ids with different settings. First name in list1. Last name in list2.
+ * Expected Result : Success
+ * Date            : 21th July 2016
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type InputRecordType as closed {
+id:int64,
+fname:string,
+lname:string,
+age:int64,
+dept:string
+}
+
+create type DetectResultType as open{
+id:int64,
+sensitive: boolean
+}
+
+create dataset EmpDataset(InputRecordType) primary key id;
+create dataset Res1(DetectResultType) primary key id;
+create dataset Res2(DetectResultType) primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
new file mode 100644
index 0000000..8648266
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use dataverse test;
+
+load dataset EmpDataset
+using localfs
+(("path"="asterix_nc1://data/names.adm"),("format"="delimited-text"),("delimiter"="|"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
new file mode 100644
index 0000000..30bc2c1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description     : Use fully qualified name to create dataset, type and index
+ *                 : and to access dataset
+ * Expected Result : Success
+ * Date            : 29th August 2012
+ */
+install test testlib src/test/resources/externallib/testlib-zip-binary-assembly.zip
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
new file mode 100644
index 0000000..c485a34
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use dataverse test;
+
+insert into dataset Res1(
+for $i in dataset EmpDataset
+return testlib#fnameDetector($i));
+
+insert into dataset Res2(
+for $i in dataset EmpDataset
+return testlib#lnameDetector($i));
+
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
new file mode 100644
index 0000000..0f20946
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use dataverse test;
+
+for $i1 in dataset Res1
+for $i2 in dataset Res2
+where $i1.id = $i2.id and ($i1.sensitive = true or $i2.sensitive = true)
+order by $i1.id
+return $i1.id
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
new file mode 100644
index 0000000..f26c702
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
@@ -0,0 +1,5 @@
+711
+721
+751
+761
+1427
\ No newline at end of file
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
index 9e57342..98c41c5 100755
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
@@ -34,4 +34,6 @@
     public IJObject getObject(JTypeTag jtypeTag) throws HyracksDataException;
 
     public void reset();
+
+    public String getInitParameters();
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
index a369888..33bc720 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
@@ -57,6 +57,7 @@
     private final JObjectPointableVisitor pointableVisitor;
     private final PointableAllocator pointableAllocator;
     private final Map<Integer, TypeInfo> poolTypeInfo;
+    private final String initParameters;
 
     private boolean isValidResult = false;
 
@@ -73,6 +74,7 @@
         }
         this.resultHolder = objectPool.allocate(finfo.getReturnType());
         this.poolTypeInfo = new HashMap<Integer, TypeInfo>();
+        this.initParameters = finfo.getInitParameters();
 
     }
 
@@ -193,4 +195,8 @@
         objectPool.reset();
     }
 
+    @Override
+    public String getInitParameters() {
+        return initParameters;
+    }
 }
diff --git a/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd b/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
index 75a0801..e4dac85 100644
--- a/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
+++ b/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
@@ -30,6 +30,7 @@
     <xs:element name="function_type" type="xs:string" />
     <xs:element name="definition" type="xs:string" />
     <xs:element name="factory_class" type="xs:string" />
+    <xs:element name="init_parameters" type="xs:string" />
 
 
     <!-- definition of complex elements -->
@@ -41,6 +42,7 @@
                 <xs:element ref="lib:arguments" />
                 <xs:element ref="lib:return_type" />
                 <xs:element ref="lib:definition" />
+                <xs:element ref="lib:init_parameters" />
             </xs:sequence>
         </xs:complexType>
     </xs:element>
diff --git a/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFactory.java b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFactory.java
new file mode 100644
index 0000000..eacb92f
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFactory.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.external.library;
+
+import org.apache.asterix.external.api.IExternalScalarFunction;
+import org.apache.asterix.external.api.IFunctionFactory;
+
+public class KeywordsDetecterFactory implements IFunctionFactory{
+
+    @Override
+    public IExternalScalarFunction getExternalFunction() {
+        return new KeywordsDetecterFunction();
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFunction.java b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFunction.java
new file mode 100644
index 0000000..3ff659f
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFunction.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.external.library;
+
+import org.apache.asterix.external.api.IExternalScalarFunction;
+import org.apache.asterix.external.api.IFunctionHelper;
+import org.apache.asterix.external.library.java.JObjects;
+
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.util.ArrayList;
+
+public class KeywordsDetecterFunction implements IExternalScalarFunction {
+
+    private ArrayList<String> keywordsList;
+    String initStr, dictPath, fieldName;
+
+    @Override
+    public void evaluate(IFunctionHelper functionHelper) throws Exception {
+        JObjects.JRecord inputRecord = (JObjects.JRecord) functionHelper.getArgument(0);
+        JObjects.JRecord outputRecord = (JObjects.JRecord) functionHelper.getResultObject();
+        JObjects.JBoolean chkVal = new JObjects.JBoolean(false);
+        String fieldValue = ((JObjects.JString)inputRecord.getValueByName(fieldName)).getValue();
+
+        chkVal.setValue(keywordsList.contains(fieldValue));
+
+        outputRecord.setField("id", inputRecord.getValueByName("id"));
+        outputRecord.setField("sensitive", chkVal);
+        functionHelper.setResult(outputRecord);
+    }
+
+    @Override
+    public void initialize(IFunctionHelper functionHelper) throws Exception {
+        keywordsList = new ArrayList<>();
+        initStr = functionHelper.getInitParameters();
+        String[] params = initStr.split(";");
+        dictPath = params[0];
+        fieldName = params[1];
+        Files.lines(Paths.get(dictPath)).forEach(keyword->keywordsList.add(keyword));
+    }
+
+    @Override
+    public void deinitialize() {
+
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml b/asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
index 4658a57..a866f33 100644
--- a/asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
+++ b/asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
@@ -20,6 +20,22 @@
   <language>JAVA</language>
   <libraryFunctions>
     <libraryFunction>
+      <name>fnameDetector</name>
+      <function_type>SCALAR</function_type>
+      <arguments>InputRecordType</arguments>
+      <return_type>DetectResultType</return_type>
+      <definition>org.apache.asterix.external.library.KeywordsDetecterFactory</definition>
+      <init_parameters>data/external_function/KeywordsDetector_List1.txt;fname</init_parameters>
+    </libraryFunction>
+    <libraryFunction>
+      <name>lnameDetector</name>
+      <function_type>SCALAR</function_type>
+      <arguments>InputRecordType</arguments>
+      <return_type>DetectResultType</return_type>
+      <definition>org.apache.asterix.external.library.KeywordsDetecterFactory</definition>
+      <init_parameters>data/external_function/KeywordsDetector_List2.txt;lname</init_parameters>
+    </libraryFunction>
+    <libraryFunction>
       <function_type>SCALAR</function_type>
       <name>parseTweet</name>
       <arguments>TweetInputType</arguments>
diff --git a/asterixdb/asterix-installer/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm b/asterixdb/asterix-installer/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
index ef563f1..2097fbc 100644
--- a/asterixdb/asterix-installer/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
+++ b/asterixdb/asterix-installer/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
@@ -1,8 +1,10 @@
-{ "DataverseName": "externallibtest", "Name": "testlib#addHashTags", "Arity": "1", "Params": [ "Tweet" ], "ReturnType": "ProcessedTweet", "Definition": "org.apache.asterix.external.library.AddHashTagsFactory", "Language": "JAVA", "Kind": "SCALAR" }
-{ "DataverseName": "externallibtest", "Name": "testlib#addHashTagsInPlace", "Arity": "1", "Params": [ "Tweet" ], "ReturnType": "ProcessedTweet", "Definition": "org.apache.asterix.external.library.AddHashTagsInPlaceFactory", "Language": "JAVA", "Kind": "SCALAR" }
-{ "DataverseName": "externallibtest", "Name": "testlib#allTypes", "Arity": "1", "Params": [ "AllType" ], "ReturnType": "AllType", "Definition": "org.apache.asterix.external.library.AllTypesFactory", "Language": "JAVA", "Kind": "SCALAR" }
-{ "DataverseName": "externallibtest", "Name": "testlib#echoDelay", "Arity": "1", "Params": [ "TweetMessageType" ], "ReturnType": "TweetMessageType", "Definition": "org.apache.asterix.external.library.EchoDelayFactory", "Language": "JAVA", "Kind": "SCALAR" }
-{ "DataverseName": "externallibtest", "Name": "testlib#getCapital", "Arity": "1", "Params": [ "ASTRING" ], "ReturnType": "CountryCapitalType", "Definition": "org.apache.asterix.external.library.CapitalFinderFactory", "Language": "JAVA", "Kind": "SCALAR" }
-{ "DataverseName": "externallibtest", "Name": "testlib#mysum", "Arity": "2", "Params": [ "AINT32", "AINT32" ], "ReturnType": "AINT32", "Definition": "org.apache.asterix.external.library.SumFactory", "Language": "JAVA", "Kind": "SCALAR" }
-{ "DataverseName": "externallibtest", "Name": "testlib#parseTweet", "Arity": "1", "Params": [ "TweetInputType" ], "ReturnType": "TweetOutputType", "Definition": "org.apache.asterix.external.library.ParseTweetFactory", "Language": "JAVA", "Kind": "SCALAR" }
-{ "DataverseName": "externallibtest", "Name": "testlib#toUpper", "Arity": "1", "Params": [ "TextType" ], "ReturnType": "TextType", "Definition": "org.apache.asterix.external.library.UpperCaseFactory", "Language": "JAVA", "Kind": "SCALAR" }
+{ "DataverseName": "externallibtest", "Name": "testlib#addHashTags", "Arity": "1", "Params": [ "Tweet" ], "ReturnType": "ProcessedTweet", "Definition": "org.apache.asterix.external.library.AddHashTagsFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "" }
+{ "DataverseName": "externallibtest", "Name": "testlib#addHashTagsInPlace", "Arity": "1", "Params": [ "Tweet" ], "ReturnType": "ProcessedTweet", "Definition": "org.apache.asterix.external.library.AddHashTagsInPlaceFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "" }
+{ "DataverseName": "externallibtest", "Name": "testlib#allTypes", "Arity": "1", "Params": [ "AllType" ], "ReturnType": "AllType", "Definition": "org.apache.asterix.external.library.AllTypesFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "" }
+{ "DataverseName": "externallibtest", "Name": "testlib#echoDelay", "Arity": "1", "Params": [ "TweetMessageType" ], "ReturnType": "TweetMessageType", "Definition": "org.apache.asterix.external.library.EchoDelayFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "" }
+{ "DataverseName": "externallibtest", "Name": "testlib#fnameDetector", "Arity": "1", "Params": [ "InputRecordType" ], "ReturnType": "DetectResultType", "Definition": "org.apache.asterix.external.library.KeywordsDetecterFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "data/external_function/KeywordsDetector_List1.txt;fname" }
+{ "DataverseName": "externallibtest", "Name": "testlib#getCapital", "Arity": "1", "Params": [ "ASTRING" ], "ReturnType": "CountryCapitalType", "Definition": "org.apache.asterix.external.library.CapitalFinderFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "" }
+{ "DataverseName": "externallibtest", "Name": "testlib#lnameDetector", "Arity": "1", "Params": [ "InputRecordType" ], "ReturnType": "DetectResultType", "Definition": "org.apache.asterix.external.library.KeywordsDetecterFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "data/external_function/KeywordsDetector_List2.txt;lname" }
+{ "DataverseName": "externallibtest", "Name": "testlib#mysum", "Arity": "2", "Params": [ "AINT32", "AINT32" ], "ReturnType": "AINT32", "Definition": "org.apache.asterix.external.library.SumFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "" }
+{ "DataverseName": "externallibtest", "Name": "testlib#parseTweet", "Arity": "1", "Params": [ "TweetInputType" ], "ReturnType": "TweetOutputType", "Definition": "org.apache.asterix.external.library.ParseTweetFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "" }
+{ "DataverseName": "externallibtest", "Name": "testlib#toUpper", "Arity": "1", "Params": [ "TextType" ], "ReturnType": "TextType", "Definition": "org.apache.asterix.external.library.UpperCaseFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "" }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
index 72285d0..c3cfc2f 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
@@ -158,7 +158,7 @@
 
     public void dropFunction(FunctionSignature signature) {
         Function function = new Function(signature.getNamespace(), signature.getName(), signature.getArity(), null,
-                null, null, null, null);
+                null, null, null, null, null);
         droppedCache.addFunctionIfNotExists(function);
         logAndApply(new MetadataLogicalOperation(function, false));
     }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
index 2a04b58..3015b03 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
@@ -99,6 +99,7 @@
     public static final String FIELD_NAME_VALUE = "Value";
     public static final String FIELD_NAME_WORKING_MEMORY_SIZE = "WorkingMemorySize";
     public static final String FIELD_NAME_APPLIED_FUNCTIONS = "AppliedFunctions";
+    public static final String FIELD_NAME_FUNCTION_INIT_PARAMETERS = "InitParameters";
 
     //---------------------------------- Record Types Creation ----------------------------------//
     //--------------------------------------- Properties ----------------------------------------//
@@ -321,16 +322,19 @@
     public static final int FUNCTION_ARECORD_FUNCTION_DEFINITION_FIELD_INDEX = 5;
     public static final int FUNCTION_ARECORD_FUNCTION_LANGUAGE_FIELD_INDEX = 6;
     public static final int FUNCTION_ARECORD_FUNCTION_KIND_FIELD_INDEX = 7;
+    public static final int FUNCTION_ARECORD_FUNCTION_INIT_PARAMETERS_INDEX = 8;
+
     public static final ARecordType FUNCTION_RECORDTYPE = createRecordType(
             // RecordTypeName
             RECORD_NAME_FUNCTION,
             // FieldNames
             new String[] { FIELD_NAME_DATAVERSE_NAME, FIELD_NAME_NAME, FIELD_NAME_ARITY, FIELD_NAME_PARAMS,
-                    FIELD_NAME_RETURN_TYPE, FIELD_NAME_DEFINITION, FIELD_NAME_LANGUAGE, FIELD_NAME_KIND },
+                    FIELD_NAME_RETURN_TYPE, FIELD_NAME_DEFINITION, FIELD_NAME_LANGUAGE, FIELD_NAME_KIND,
+                    FIELD_NAME_FUNCTION_INIT_PARAMETERS },
             // FieldTypes
             new IAType[] { BuiltinType.ASTRING, BuiltinType.ASTRING, BuiltinType.ASTRING,
                     new AOrderedListType(BuiltinType.ASTRING, null), BuiltinType.ASTRING, BuiltinType.ASTRING,
-                    BuiltinType.ASTRING, BuiltinType.ASTRING },
+                    BuiltinType.ASTRING, BuiltinType.ASTRING, BuiltinType.ASTRING },
             //IsOpen?
             true);
     //------------------------------------------ Adapter ----------------------------------------//
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
index 1d1db37..5cbfe2e 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
@@ -40,9 +40,10 @@
     private final String returnType;
     private final String language;
     private final String kind;
+    private final String initParameters;
 
     public Function(String dataverseName, String functionName, int arity, List<String> params, String returnType,
-            String functionBody, String language, String functionKind) {
+            String functionBody, String language, String functionKind, String initParameters) {
         this.dataverse = dataverseName;
         this.name = functionName;
         this.params = params;
@@ -51,6 +52,7 @@
         this.language = language;
         this.kind = functionKind;
         this.arity = arity;
+        this.initParameters = initParameters == null ? "" : initParameters;
     }
 
     public String getDataverseName() {
@@ -95,4 +97,7 @@
         return cache.dropFunction(this);
     }
 
+    public String getInitParameters() {
+        return initParameters;
+    }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
index 858d443..700638b 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
@@ -101,11 +101,14 @@
         String language = ((AString) functionRecord
                 .getValueByPos(MetadataRecordTypes.FUNCTION_ARECORD_FUNCTION_LANGUAGE_FIELD_INDEX)).getStringValue();
 
-        String functionKind =
-                ((AString) functionRecord.getValueByPos(MetadataRecordTypes.FUNCTION_ARECORD_FUNCTION_KIND_FIELD_INDEX))
-                        .getStringValue();
+        String functionKind = ((AString) functionRecord
+                .getValueByPos(MetadataRecordTypes.FUNCTION_ARECORD_FUNCTION_KIND_FIELD_INDEX)).getStringValue();
+
+        String functionInitParameters = ((AString) functionRecord.getValueByPos(MetadataRecordTypes
+                .FUNCTION_ARECORD_FUNCTION_INIT_PARAMETERS_INDEX)).getStringValue();
+
         return new Function(dataverseName, functionName, Integer.parseInt(arity), params, returnType, definition,
-                language, functionKind);
+                language, functionKind, functionInitParameters);
 
     }
 
@@ -185,6 +188,12 @@
         stringSerde.serialize(aString, fieldValue.getDataOutput());
         recordBuilder.addField(MetadataRecordTypes.FUNCTION_ARECORD_FUNCTION_KIND_FIELD_INDEX, fieldValue);
 
+        // write field 8, Init Parameter
+        fieldValue.reset();
+        aString.setValue(function.getInitParameters()+"");
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+        recordBuilder.addField(MetadataRecordTypes.FUNCTION_ARECORD_FUNCTION_INIT_PARAMETERS_INDEX, fieldValue);
+
         // write record
         recordBuilder.write(tupleBuilder.getDataOutput(), true);
         tupleBuilder.addFieldEndOffset();
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
index c0d9bda..756eb2e 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
@@ -83,7 +83,8 @@
         returnType = getTypeInfo(function.getReturnType(), txnCtx, function);
 
         return new ExternalScalarFunctionInfo(fid.getNamespace(), fid.getName(), fid.getArity(), returnType,
-                function.getFunctionBody(), function.getLanguage(), arguments, typeComputer);
+                function.getFunctionBody(), function.getLanguage(), function.getInitParameters(), arguments,
+                typeComputer);
     }
 
     private static IAType getTypeInfo(String paramType, MetadataTransactionContext txnCtx, Function function)
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java
index 8625756..60a586f 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java
@@ -29,10 +29,9 @@
 
     private static final long serialVersionUID = 1L;
 
-    public ExternalScalarFunctionInfo(String namespace, String name, int arity, IAType
-            returnType,
-            String body, String language, List<IAType> argumentTypes, IResultTypeComputer rtc) {
-        super(namespace, name, arity , FunctionKind.SCALAR, argumentTypes, returnType, rtc, body, language);
+    public ExternalScalarFunctionInfo(String namespace, String name, int arity, IAType returnType, String body,
+            String language, String initParams, List<IAType> argumentTypes, IResultTypeComputer rtc) {
+        super(namespace, name, arity, FunctionKind.SCALAR, argumentTypes, returnType, rtc, body, language, initParams);
     }
 
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
index 0042b26..5772424 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
@@ -34,9 +34,11 @@
     private final String language;
     private final FunctionKind kind;
     private final IAType returnType;
+    private final String initParameters;
 
     public ExternalFunctionInfo(String namespace, String name, int arity, FunctionKind kind,
-            List<IAType> argumentTypes, IAType returnType, IResultTypeComputer rtc, String body, String language) {
+            List<IAType> argumentTypes, IAType returnType, IResultTypeComputer rtc, String body, String language,
+            String initParameters) {
         super(namespace, name, arity, true);
         this.rtc = rtc;
         this.argumentTypes = argumentTypes;
@@ -44,6 +46,7 @@
         this.language = language;
         this.kind = kind;
         this.returnType = returnType;
+        this.initParameters = initParameters;
     }
 
     public IResultTypeComputer getResultTypeComputer() {
@@ -79,4 +82,9 @@
         return returnType;
     }
 
+    @Override
+    public  String getInitParameters() {
+        return initParameters;
+    }
+
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
index d2d6339..b34728a 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
@@ -39,4 +39,6 @@
 
     public FunctionKind getKind();
 
+    public String getInitParameters();
+
 }
diff --git a/asterixdb/asterix-yarn/src/test/resources/library/results/library-metadata/functionDataset/functionDataset.1.adm b/asterixdb/asterix-yarn/src/test/resources/library/results/library-metadata/functionDataset/functionDataset.1.adm
index 0675316..b04ab2d 100644
--- a/asterixdb/asterix-yarn/src/test/resources/library/results/library-metadata/functionDataset/functionDataset.1.adm
+++ b/asterixdb/asterix-yarn/src/test/resources/library/results/library-metadata/functionDataset/functionDataset.1.adm
@@ -2,7 +2,9 @@
 { "DataverseName": "externallibtest", "Name": "asterix-external-data-testlib#addHashTagsInPlace", "Arity": "1", "Params": [ "Tweet" ], "ReturnType": "ProcessedTweet", "Definition": "org.apache.asterix.external.library.AddHashTagsInPlaceFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "asterix-external-data-testlib#allTypes", "Arity": "1", "Params": [ "AllType" ], "ReturnType": "AllType", "Definition": "org.apache.asterix.external.library.AllTypesFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "asterix-external-data-testlib#echoDelay", "Arity": "1", "Params": [ "TweetMessageType" ], "ReturnType": "TweetMessageType", "Definition": "org.apache.asterix.external.library.EchoDelayFactory", "Language": "JAVA", "Kind": "SCALAR" }
+{ "DataverseName": "externallibtest", "Name": "testlib-zip-binary-assembly#fnameDetector", "Arity": "1", "Params": [ "InputRecordType" ], "ReturnType": "DetectResultType", "Definition": "org.apache.asterix.external.library.KeywordsDetecterFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "data/external_function/KeywordsDetector_List1.txt;fname" }
 { "DataverseName": "externallibtest", "Name": "asterix-external-data-testlib#getCapital", "Arity": "1", "Params": [ "ASTRING" ], "ReturnType": "CountryCapitalType", "Definition": "org.apache.asterix.external.library.CapitalFinderFactory", "Language": "JAVA", "Kind": "SCALAR" }
+{ "DataverseName": "externallibtest", "Name": "testlib-zip-binary-assembly#lnameDetector", "Arity": "1", "Params": [ "InputRecordType" ], "ReturnType": "DetectResultType", "Definition": "org.apache.asterix.external.library.KeywordsDetecterFactory", "Language": "JAVA", "Kind": "SCALAR", "InitParameters": "data/external_function/KeywordsDetector_List2.txt;lname" }
 { "DataverseName": "externallibtest", "Name": "asterix-external-data-testlib#mysum", "Arity": "2", "Params": [ "AINT32", "AINT32" ], "ReturnType": "AINT32", "Definition": "org.apache.asterix.external.library.SumFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "asterix-external-data-testlib#parseTweet", "Arity": "1", "Params": [ "TweetInputType" ], "ReturnType": "TweetOutputType", "Definition": "org.apache.asterix.external.library.ParseTweetFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "asterix-external-data-testlib#toUpper", "Arity": "1", "Params": [ "TextType" ], "ReturnType": "TextType", "Definition": "org.apache.asterix.external.library.UpperCaseFactory", "Language": "JAVA", "Kind": "SCALAR" }

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Gerrit-MessageType: newchange
Gerrit-Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
Gerrit-PatchSet: 1
Gerrit-Project: asterixdb
Gerrit-Branch: master
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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Patch Set 3: Contrib+1

BAD Compatibility Tests Successful

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Patch Set 5:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/1688/ (8/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 16:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-asterix-app/3195/ (12/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 14:

Analytics Compatibility Compilation Successful
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Patch Set 9:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/2744/ (9/11)

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Patch Set 18:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/2798/ (3/12)

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Patch Set 7:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/7340/ (8/11)

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Patch Set 15:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-format/2632/ (4/6)

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Patch Set 11:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/2599/ (1/12)

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Patch Set 22:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/2773/ (8/12)

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Patch Set 3:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/1945/ (5/10)

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Patch Set 23:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2875/ (9/12)

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Patch Set 8: Integration-Tests+1

Integration Tests Successful

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Patch Set 25:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/3615/ (10/12)

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Patch Set 10:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2110/ (9/12)

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Patch Set 2:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/4390/

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Patch Set 10:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/6126/ (5/12)

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Patch Set 25: Contrib+1

BAD Compatibility Tests Successful

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 25:

Analytics Compatibility Compilation Successful
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Patch Set 18:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/821/ (8/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 17:

Analytics Compatibility Compilation Successful
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Patch Set 15: Integration-Tests-1

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Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/1800/ (7/11)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
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Patch Set 3: Integration-Tests+1

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 9:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 16:

BAD Compatibility Tests Started https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2682/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Patch Set 5:

(4 comments)

Hmm, why do the parameters need to transported to so many places.
Couldn't they just be a accessed by a specific implementation of an external function? 
Why does the rest of AsterixDB need to know about them?

https://asterix-gerrit.ics.uci.edu/#/c/2107/5/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
File asterixdb/asterix-external-data/src/main/resources/schema/library.xsd:

PS5, Line 33: init_parameters
Why not just "parameters" or "parameter"?


https://asterix-gerrit.ics.uci.edu/#/c/2107/5/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFactory.java
File asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFactory.java:

PS5, Line 25: Detecter
Detector


https://asterix-gerrit.ics.uci.edu/#/c/2107/5/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFunction.java
File asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFunction.java:

PS5, Line 30: Detecter
Detector


https://asterix-gerrit.ics.uci.edu/#/c/2107/5/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
File asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java:

PS5, Line 46: initParameters
This is a little confusing. Why would every function have this parameter string? It seems that it applies only to a tiny subset functions.


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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Patch Set 7:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Patch Set 13:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 21:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/3574/ (11/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Patch Set 24: Contrib+1

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 5: Contrib-2

BAD Compatibility Tests Failed

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 22:

Analytics Compatibility Compilation Successful
https://goo.gl/QGv7Gy : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 22:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/3592/ (10/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 24:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/3409/ (5/12)

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Patch Set 2:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/1337/ (3/10)

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Patch Set 3:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/1338/ (8/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 10: Integration-Tests+1

Integration Tests Successful

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 16: Contrib+1

BAD Compatibility Tests Successful

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 6:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/1715/ (6/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 11:

BAD Compatibility Tests Started https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2511/

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Patch Set 2:

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Patch Set 24:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/2863/ (8/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 22:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/869/ (4/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 14: Integration-Tests+1

Integration Tests Successful

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 13:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/7984/ (8/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 11:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/6319/ (4/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 15:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2603/ (9/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 6: Integration-Tests+1

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 5:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/6828/ (1/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 9:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-rebalance-cancellation/1088/ (4/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 25: Contrib+1

Analytics Compatibility Tests Successful
https://goo.gl/k1QsUW : SUCCESS

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 2:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-asterix-app/2037/ (5/10)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 1:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/1664/ (2/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 19:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-format/2800/ (5/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 18:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/3286/ (11/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#13).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
35 files changed, 528 insertions(+), 70 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/13
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2385/ (8/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/446/ (5/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/2340/ (3/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 16:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2654/ (11/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 5:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-rebalance-cancellation/867/ (1/11)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 1:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/2005/ (9/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 15: Contrib-2

Analytics Compatibility Tests Failed
https://goo.gl/sPfPv2 : UNSTABLE

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Xikui Wang has submitted this change and it was merged.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes
  Added parameters to LibraryFunction in library.xsd.

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
Reviewed-on: https://asterix-gerrit.ics.uci.edu/2107
Sonar-Qube: Jenkins <je...@fulliautomatix.ics.uci.edu>
Reviewed-by: Till Westmann <ti...@apache.org>
Tested-by: Jenkins <je...@fulliautomatix.ics.uci.edu>
Contrib: Jenkins <je...@fulliautomatix.ics.uci.edu>
Integration-Tests: Jenkins <je...@fulliautomatix.ics.uci.edu>
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
D asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/RuntimeExternalFunctionUtil.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
36 files changed, 584 insertions(+), 214 deletions(-)

Approvals:
  Anon. E. Moose #1000171: 
  Till Westmann: Looks good to me, approved
  Jenkins: Verified; No violations found; ; Verified



diff --git a/asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt b/asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
new file mode 100644
index 0000000..1cef71e
--- /dev/null
+++ b/asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
@@ -0,0 +1,2 @@
+Hugh
+Schwan
\ No newline at end of file
diff --git a/asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt b/asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
new file mode 100644
index 0000000..3f5ac3b
--- /dev/null
+++ b/asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
@@ -0,0 +1,2 @@
+Kottke
+Liz
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
index e60444f..c125a40 100755
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
@@ -75,14 +75,11 @@
             // get the list of files in the directory
             for (File dataverseDir : installLibDir.listFiles(File::isDirectory)) {
                 for (File libraryDir : dataverseDir.listFiles(File::isDirectory)) {
-                    // for each file (library), register library
-                    registerLibrary(externalLibraryManager, dataverseDir.getName(), libraryDir.getName());
-                    // is metadata node?
-                    if (isMetadataNode) {
-                        // get library file
-                        // install if needed (i,e, add the functions, adapters, datasources, parsers to the metadata)
-                        installLibraryIfNeeded(dataverseDir.getName(), libraryDir, uninstalledLibs);
-                    }
+                    // For each file (library), register classloader and configure its parameter.
+                    // If current node is Metadata Node, add the library to metadata.
+                    registerClassLoader(externalLibraryManager, dataverseDir.getName(), libraryDir.getName());
+                    configureLibrary(externalLibraryManager, dataverseDir.getName(), libraryDir, uninstalledLibs,
+                            isMetadataNode);
                 }
             }
         }
@@ -184,15 +181,9 @@
         return true;
     }
 
-    /**
-     * Each element of a library is installed as part of a transaction. Any
-     * failure in installing an element does not effect installation of other
-     * libraries.
-     */
-    protected static void installLibraryIfNeeded(String dataverse, final File libraryDir,
-            Map<String, List<String>> uninstalledLibs) throws Exception {
-
-        String libraryName = libraryDir.getName().trim();
+    private static void addLibraryToMetadata(Map<String, List<String>> uninstalledLibs, String dataverse,
+            String libraryName, ExternalLibrary library) throws ACIDException, RemoteException {
+        // Modify metadata accordingly
         List<String> uninstalledLibsInDv = uninstalledLibs.get(dataverse);
         // was this library just un-installed?
         boolean wasUninstalled = uninstalledLibsInDv != null && uninstalledLibsInDv.contains(libraryName);
@@ -214,23 +205,6 @@
                 LOGGER.info("Added library " + libraryName + " to Metadata");
             }
 
-            // Get the descriptor
-            String[] libraryDescriptors = libraryDir.list((dir, name) -> name.endsWith(".xml"));
-
-            if (libraryDescriptors == null) {
-                throw new IOException("Unable to list files in directory " + libraryDir);
-            }
-
-            if (libraryDescriptors.length == 0) {
-                // should be fine. library was installed but its content was not added to metadata
-                MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
-                return;
-            } else if (libraryDescriptors.length > 1) {
-                throw new IllegalStateException("More than 1 library descriptors defined");
-            }
-
-            ExternalLibrary library = getLibrary(new File(libraryDir + File.separator + libraryDescriptors[0]));
-
             // Get the dataverse
             Dataverse dv = MetadataManager.INSTANCE.getDataverse(mdTxnCtx, dataverse);
             if (dv == null) {
@@ -240,19 +214,22 @@
             // Add functions
             if (library.getLibraryFunctions() != null) {
                 for (LibraryFunction function : library.getLibraryFunctions().getLibraryFunction()) {
-                    String[] fargs = function.getArguments().trim().split(",");
+                    String[] fargs = function.getArgumentType().trim().split(",");
+                    String functionFullName = getExternalFunctionFullName(libraryName, function.getName().trim());
+                    String functionReturnType = function.getReturnType().trim();
+                    String functionDefinition = function.getDefinition().trim();
+                    String functionLanguage = library.getLanguage().trim();
+                    String functionType = function.getFunctionType().trim();
                     List<String> args = new ArrayList<>();
                     for (String arg : fargs) {
                         args.add(arg);
                     }
-                    FunctionSignature signature = new FunctionSignature(dataverse,
-                            libraryName + "#" + function.getName().trim(), args.size());
-                    Function f = new Function(signature, args, function.getReturnType().trim(),
-                            function.getDefinition().trim(), library.getLanguage().trim(),
-                            function.getFunctionType().trim(), null);
+                    FunctionSignature signature = new FunctionSignature(dataverse, functionFullName, args.size());
+                    Function f = new Function(signature, args, functionReturnType, functionDefinition, functionLanguage,
+                            functionType, null);
                     MetadataManager.INSTANCE.addFunction(mdTxnCtx, f);
                     if (LOGGER.isInfoEnabled()) {
-                        LOGGER.info("Installed function: " + libraryName + "#" + function.getName().trim());
+                        LOGGER.info("Installed function: " + functionFullName);
                     }
                 }
             }
@@ -265,7 +242,7 @@
             if (library.getLibraryAdapters() != null) {
                 for (LibraryAdapter adapter : library.getLibraryAdapters().getLibraryAdapter()) {
                     String adapterFactoryClass = adapter.getFactoryClass().trim();
-                    String adapterName = libraryName + "#" + adapter.getName().trim();
+                    String adapterName = getExternalFunctionFullName(libraryName, adapter.getName().trim());
                     AdapterIdentifier aid = new AdapterIdentifier(dataverse, adapterName);
                     DatasourceAdapter dsa =
                             new DatasourceAdapter(aid, adapterFactoryClass, IDataSourceAdapter.AdapterType.EXTERNAL);
@@ -289,14 +266,48 @@
     }
 
     /**
+     * Each element of a library is installed as part of a transaction. Any
+     * failure in installing an element does not effect installation of other
+     * libraries.
+     */
+    protected static void configureLibrary(ILibraryManager libraryManager, String dataverse, final File libraryDir,
+            Map<String, List<String>> uninstalledLibs, boolean isMetadataNode) throws Exception {
+
+        String libraryName = libraryDir.getName().trim();
+        String[] libraryDescriptors = libraryDir.list((dir, name) -> name.endsWith(".xml"));
+
+        if (libraryDescriptors == null) {
+            throw new IOException("Unable to list files in directory " + libraryDir);
+        }
+
+        if (libraryDescriptors.length > 1) {
+            throw new IllegalStateException("More than 1 library descriptors defined");
+        }
+
+        // Prepare possible parameters
+        ExternalLibrary library = getLibrary(new File(libraryDir + File.separator + libraryDescriptors[0]));
+        if (library.getLibraryFunctions() != null) {
+            library.getLibraryFunctions().getLibraryFunction().forEach(fun -> {
+                if (fun.getParameters() != null) {
+                    libraryManager.addFunctionParameters(dataverse,
+                            getExternalFunctionFullName(libraryName, fun.getName()), fun.getParameters());
+                }
+            });
+        }
+        if (isMetadataNode) {
+            addLibraryToMetadata(uninstalledLibs, dataverse, libraryName, library);
+        }
+    }
+
+    /**
      * register the library class loader with the external library manager
      *
      * @param dataverse
      * @param libraryName
      * @throws Exception
      */
-    protected static void registerLibrary(ILibraryManager externalLibraryManager, String dataverse, String libraryName)
-            throws Exception {
+    protected static void registerClassLoader(ILibraryManager externalLibraryManager, String dataverse,
+            String libraryName) throws Exception {
         // get the class loader
         ClassLoader classLoader = getLibraryClassLoader(dataverse, libraryName);
         // register it with the external library manager
@@ -414,4 +425,8 @@
         return uninstallDir;
     }
 
+    public static String getExternalFunctionFullName(String libraryName, String functionName) {
+        return libraryName + "#" + functionName;
+    }
+
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
index 29a4b36..7246925 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
@@ -101,12 +101,10 @@
         }
 
         for (ILibraryManager libraryManager : libraryManagers) {
-            ExternalLibraryUtils.registerLibrary(libraryManager, dvName, libName);
+            ExternalLibraryUtils.registerClassLoader(libraryManager, dvName, libName);
+            ExternalLibraryUtils.configureLibrary(libraryManager, dvName, destinationDir, new HashMap<>(),
+                    libraryManagers.indexOf(libraryManager) != 0);
         }
-        // get library file
-        // install if needed (add functions, adapters, datasources, parsers to the metadata)
-        // <Not required for use>
-        ExternalLibraryUtils.installLibraryIfNeeded(dvName, destinationDir, new HashMap<>());
     }
 
     @Override
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
new file mode 100644
index 0000000..e408cfe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description     : Detect ids with different settings. First name in list1. Last name in list2.
+ * Expected Result : Success
+ * Date            : 21th July 2016
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type InputRecordType as closed {
+id:int64,
+fname:string,
+lname:string,
+age:int64,
+dept:string
+}
+
+create type DetectResultType as open{
+id:int64,
+sensitive: boolean
+}
+
+create dataset EmpDataset(InputRecordType) primary key id;
+create dataset Res1(DetectResultType) primary key id;
+create dataset Res2(DetectResultType) primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
new file mode 100644
index 0000000..8648266
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use dataverse test;
+
+load dataset EmpDataset
+using localfs
+(("path"="asterix_nc1://data/names.adm"),("format"="delimited-text"),("delimiter"="|"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
new file mode 100644
index 0000000..dbdfe16
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
@@ -0,0 +1,19 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+install test testlib target/data/externallib/asterix-external-data-testlib.zip
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
new file mode 100644
index 0000000..c485a34
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use dataverse test;
+
+insert into dataset Res1(
+for $i in dataset EmpDataset
+return testlib#fnameDetector($i));
+
+insert into dataset Res2(
+for $i in dataset EmpDataset
+return testlib#lnameDetector($i));
+
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
new file mode 100644
index 0000000..0bb82b4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use dataverse test;
+
+for $i1 in dataset Res1
+for $i2 in dataset Res2
+where $i1.id = $i2.id and ($i1.sensitive or $i2.sensitive)
+order by $i1.id
+return $i1.id
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
new file mode 100644
index 0000000..4402130
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description     : Detect ids with different settings. First name in list1. Last name in list2.
+ * Expected Result : Success
+ * Date            : 21th July 2016
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create type InputRecordType as closed {
+id:int64,
+fname:string,
+lname:string,
+age:int64,
+dept:string
+};
+
+create type DetectResultType as open{
+id:int64,
+sensitive: boolean
+};
+
+create dataset EmpDataset(InputRecordType) primary key id;
+create dataset Res1(DetectResultType) primary key id;
+create dataset Res2(DetectResultType) primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
new file mode 100644
index 0000000..4d1dc7d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+load dataset EmpDataset
+using localfs
+(("path"="asterix_nc1://data/names.adm"),("format"="delimited-text"),("delimiter"="|"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
new file mode 100644
index 0000000..dbdfe16
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
@@ -0,0 +1,19 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+install test testlib target/data/externallib/asterix-external-data-testlib.zip
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
new file mode 100644
index 0000000..f74b917
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+insert into Res1(
+select value testlib#fnameDetector(t) from EmpDataset t);
+
+insert into Res2(
+select value testlib#lnameDetector(t2) from EmpDataset t2);
+
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
new file mode 100644
index 0000000..4c1273e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+SELECT value r1.id
+FROM Res1 r1, Res2 r2
+WHERE r1.id = r2.id AND (r1.sensitive OR r2.sensitive)
+ORDER BY r1.id;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
new file mode 100644
index 0000000..f26c702
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
@@ -0,0 +1,5 @@
+711
+721
+751
+761
+1427
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
index 403237e..f0ad2b2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
@@ -2,7 +2,9 @@
 { "Function": { "DataverseName": "externallibtest", "Name": "testlib#addHashTagsInPlace", "Arity": "1", "Params": [ "Tweet" ], "ReturnType": "ProcessedTweet", "Definition": "org.apache.asterix.external.library.AddHashTagsInPlaceFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
 { "Function": { "DataverseName": "externallibtest", "Name": "testlib#allTypes", "Arity": "1", "Params": [ "AllType" ], "ReturnType": "AllType", "Definition": "org.apache.asterix.external.library.AllTypesFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
 { "Function": { "DataverseName": "externallibtest", "Name": "testlib#echoDelay", "Arity": "1", "Params": [ "TweetMessageType" ], "ReturnType": "TweetMessageType", "Definition": "org.apache.asterix.external.library.EchoDelayFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
+{ "Function": { "DataverseName": "externallibtest", "Name": "testlib#fnameDetector", "Arity": "1", "Params": [ "InputRecordType" ], "ReturnType": "DetectResultType", "Definition": "org.apache.asterix.external.library.KeywordsDetectorFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
 { "Function": { "DataverseName": "externallibtest", "Name": "testlib#getCapital", "Arity": "1", "Params": [ "ASTRING" ], "ReturnType": "CountryCapitalType", "Definition": "org.apache.asterix.external.library.CapitalFinderFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
+{ "Function": { "DataverseName": "externallibtest", "Name": "testlib#lnameDetector", "Arity": "1", "Params": [ "InputRecordType" ], "ReturnType": "DetectResultType", "Definition": "org.apache.asterix.external.library.KeywordsDetectorFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
 { "Function": { "DataverseName": "externallibtest", "Name": "testlib#mysum", "Arity": "2", "Params": [ "AINT32", "AINT32" ], "ReturnType": "AINT32", "Definition": "org.apache.asterix.external.library.SumFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
 { "Function": { "DataverseName": "externallibtest", "Name": "testlib#parseTweet", "Arity": "1", "Params": [ "TweetInputType" ], "ReturnType": "TweetOutputType", "Definition": "org.apache.asterix.external.library.ParseTweetFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
 { "Function": { "DataverseName": "externallibtest", "Name": "testlib#toUpper", "Arity": "1", "Params": [ "TextType" ], "ReturnType": "TextType", "Definition": "org.apache.asterix.external.library.UpperCaseFactory", "Language": "JAVA", "Kind": "SCALAR", "Dependencies": [ [  ], [  ] ] } }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
index 3b0cc17..2b7d4f0 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
@@ -47,5 +47,10 @@
         <output-dir compare="Text">upperCase</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="external-library">
+      <compilation-unit name="keyword_detector">
+        <output-dir compare="Text">keyword_detector</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
 </test-suite>
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
index c6fa388..1d591e1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
@@ -54,6 +54,11 @@
         <expected-error>External UDF cannot produce expected result.</expected-error>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="external-library">
+      <compilation-unit name="keyword_detector">
+        <output-dir compare="Text">keyword_detector</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="feeds">
     <test-case FilePath="feeds">
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
index 3aef2c5..ec02692 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
@@ -34,13 +34,13 @@
      * @param libraryName
      * @param classLoader
      */
-    public void registerLibraryClassLoader(String dataverseName, String libraryName, ClassLoader classLoader)
+    void registerLibraryClassLoader(String dataverseName, String libraryName, ClassLoader classLoader)
             throws HyracksDataException;
 
     /**
      * @return all registered libraries.
      */
-    public List<Pair<String, String>> getAllLibraries();
+    List<Pair<String, String>> getAllLibraries();
 
     /**
      * De-registers a library class loader.
@@ -48,7 +48,7 @@
      * @param dataverseName
      * @param libraryName
      */
-    public void deregisterLibraryClassLoader(String dataverseName, String libraryName);
+    void deregisterLibraryClassLoader(String dataverseName, String libraryName);
 
     /**
      * Finds a class loader for a given pair of dataverse name and library name.
@@ -57,5 +57,22 @@
      * @param libraryName
      * @return the library class loader associated with the dataverse and library.
      */
-    public ClassLoader getLibraryClassLoader(String dataverseName, String libraryName);
+    ClassLoader getLibraryClassLoader(String dataverseName, String libraryName);
+
+    /**
+     * Add function parameters  to library manager if it exists.
+     * @param dataverseName
+     * @param fullFunctionName
+     * @param parameters
+     */
+
+    void addFunctionParameters(String dataverseName, String fullFunctionName, List<String> parameters);
+
+    /**
+     * Get a list of parameters.
+     * @param dataverseName
+     * @param fullFunctionName
+     * @return A list contains all pre-specified function parameters.
+     */
+    List<String> getFunctionParameters(String dataverseName, String fullFunctionName);
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
index 9e57342..3be8b3a 100755
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
@@ -21,17 +21,21 @@
 import org.apache.asterix.external.library.java.JTypeTag;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 
+import java.util.List;
+
 public interface IFunctionHelper {
 
-    public IJObject getArgument(int index);
+    IJObject getArgument(int index);
 
-    public IJObject getResultObject();
+    IJObject getResultObject();
 
-    public void setResult(IJObject result) throws HyracksDataException;
+    void setResult(IJObject result) throws HyracksDataException;
 
-    public boolean isValidResult();
+    boolean isValidResult();
 
-    public IJObject getObject(JTypeTag jtypeTag) throws HyracksDataException;
+    IJObject getObject(JTypeTag jtypeTag) throws HyracksDataException;
 
-    public void reset();
+    void reset();
+
+    List<String> getParameters();
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
index 63028ac..3866665 100755
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
@@ -63,12 +63,14 @@
         for (int i = 0; i < args.length; i++) {
             argumentEvaluators[i] = args[i].createScalarEvaluator(context);
         }
-        functionHelper = new JavaFunctionHelper(finfo, resultBuffer);
 
+        ILibraryManager libraryManager = appCtx.getLibraryManager();
         String[] fnameComponents = finfo.getFunctionIdentifier().getName().split("#");
         String functionLibary = fnameComponents[0];
         String dataverse = finfo.getFunctionIdentifier().getNamespace();
-        ILibraryManager libraryManager = appCtx.getLibraryManager();
+
+        functionHelper = new JavaFunctionHelper(finfo, resultBuffer,
+                libraryManager.getFunctionParameters(dataverse, finfo.getFunctionIdentifier().getName()));
         ClassLoader libraryClassLoader = libraryManager.getLibraryClassLoader(dataverse, functionLibary);
         String classname = finfo.getFunctionBody().trim();
         Class<?> clazz;
@@ -94,7 +96,7 @@
             argumentEvaluators[i].evaluate(tuple, inputVal);
 
             // Type-cast the source array based on the input type that this function wants to receive.
-            ATypeTag targetTypeTag = finfo.getParamList().get(i).getTypeTag();
+            ATypeTag targetTypeTag = finfo.getArgumentList().get(i).getTypeTag();
             ATypeTag sourceTypeTag = EnumDeserializer.ATYPETAGDESERIALIZER
                     .deserialize(inputVal.getByteArray()[inputVal.getStartOffset()]);
             if (sourceTypeTag != targetTypeTag) {
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
index 19a519f..b9ce2bd 100755
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
@@ -19,6 +19,7 @@
 package org.apache.asterix.external.library;
 
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -31,6 +32,7 @@
 public class ExternalLibraryManager implements ILibraryManager {
 
     private final Map<String, ClassLoader> libraryClassLoaders = new HashMap<>();
+    private final Map<String, List<String>> externalFunctionParameters = new HashMap<>();
 
     @Override
     public void registerLibraryClassLoader(String dataverseName, String libraryName, ClassLoader classLoader)
@@ -69,6 +71,16 @@
         return libraryClassLoaders.get(key);
     }
 
+    @Override
+    public void addFunctionParameters(String dataverseName, String fullFunctionName, List<String> parameters) {
+        externalFunctionParameters.put(dataverseName + "." + fullFunctionName, parameters);
+    }
+
+    @Override
+    public List<String> getFunctionParameters(String dataverseName, String fullFunctionName) {
+        return externalFunctionParameters.getOrDefault(dataverseName + "." + fullFunctionName, Collections.emptyList());
+    }
+
     private static String getKey(String dataverseName, String libraryName) {
         return dataverseName + "." + libraryName;
     }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
index 617bbbc..a250b4c 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
@@ -20,6 +20,7 @@
 
 import java.io.IOException;
 import java.util.HashMap;
+import java.util.List;
 import java.util.Map;
 
 import org.apache.asterix.common.exceptions.AsterixException;
@@ -52,27 +53,28 @@
     private final IDataOutputProvider outputProvider;
     private final IJObject[] arguments;
     private IJObject resultHolder;
-    private final IObjectPool<IJObject, IAType> objectPool =
-            new ListObjectPool<IJObject, IAType>(JTypeObjectFactory.INSTANCE);
+    private final IObjectPool<IJObject, IAType> objectPool = new ListObjectPool<>(JTypeObjectFactory.INSTANCE);
     private final JObjectPointableVisitor pointableVisitor;
     private final PointableAllocator pointableAllocator;
     private final Map<Integer, TypeInfo> poolTypeInfo;
+    private final List<String> parameters;
 
     private boolean isValidResult = false;
 
-    public JavaFunctionHelper(IExternalFunctionInfo finfo, IDataOutputProvider outputProvider)
-            throws HyracksDataException {
+    public JavaFunctionHelper(IExternalFunctionInfo finfo, IDataOutputProvider outputProvider,
+            List<String> parameters) {
         this.finfo = finfo;
         this.outputProvider = outputProvider;
         this.pointableVisitor = new JObjectPointableVisitor();
         this.pointableAllocator = new PointableAllocator();
-        this.arguments = new IJObject[finfo.getParamList().size()];
+        this.arguments = new IJObject[finfo.getArgumentList().size()];
         int index = 0;
-        for (IAType param : finfo.getParamList()) {
+        for (IAType param : finfo.getArgumentList()) {
             this.arguments[index++] = objectPool.allocate(param);
         }
         this.resultHolder = objectPool.allocate(finfo.getReturnType());
-        this.poolTypeInfo = new HashMap<Integer, TypeInfo>();
+        this.poolTypeInfo = new HashMap<>();
+        this.parameters = parameters;
 
     }
 
@@ -116,7 +118,7 @@
     public void setArgument(int index, IValueReference valueReference) throws IOException, AsterixException {
         IVisitablePointable pointable = null;
         IJObject jObject = null;
-        IAType type = finfo.getParamList().get(index);
+        IAType type = finfo.getArgumentList().get(index);
         switch (type.getTypeTag()) {
             case OBJECT:
                 pointable = pointableAllocator.allocateRecordValue(type);
@@ -193,4 +195,7 @@
         objectPool.reset();
     }
 
+    public List<String> getParameters() {
+        return parameters;
+    }
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/RuntimeExternalFunctionUtil.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/RuntimeExternalFunctionUtil.java
deleted file mode 100755
index 8b7b06e..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/RuntimeExternalFunctionUtil.java
+++ /dev/null
@@ -1,109 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.library;
-
-import java.nio.ByteBuffer;
-import java.util.HashMap;
-import java.util.Map;
-
-import org.apache.asterix.common.api.IApplicationContext;
-import org.apache.asterix.common.exceptions.ErrorCode;
-import org.apache.asterix.common.exceptions.RuntimeDataException;
-import org.apache.asterix.om.base.AMutableInt32;
-import org.apache.asterix.om.base.AMutableString;
-import org.apache.asterix.om.base.IAObject;
-import org.apache.asterix.om.functions.IExternalFunctionInfo;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
-import org.apache.asterix.om.types.IAType;
-import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
-
-public class RuntimeExternalFunctionUtil {
-
-    private static Map<String, ClassLoader> libraryClassLoaders = new HashMap<>();
-
-    public static void registerLibraryClassLoader(String dataverseName, String libraryName, ClassLoader classLoader)
-            throws RuntimeDataException {
-        String key = dataverseName + "." + libraryName;
-        synchronized (libraryClassLoaders) {
-            if (libraryClassLoaders.get(dataverseName) != null) {
-                throw new RuntimeDataException(ErrorCode.LIBRARY_EXTERNAL_LIBRARY_CLASS_REGISTERED);
-            }
-            libraryClassLoaders.put(key, classLoader);
-        }
-    }
-
-    public static ClassLoader getLibraryClassLoader(String dataverseName, String libraryName) {
-        String key = dataverseName + "." + libraryName;
-        synchronized (libraryClassLoaders) {
-            return libraryClassLoaders.get(key);
-        }
-    }
-
-    public static IFunctionDescriptor getFunctionDescriptor(IFunctionInfo finfo, IApplicationContext appCtx)
-            throws RuntimeDataException {
-        switch (((IExternalFunctionInfo) finfo).getKind()) {
-            case SCALAR:
-                return getScalarFunctionDescriptor(finfo, appCtx);
-            case AGGREGATE:
-            case UNNEST:
-            case STATEFUL:
-                throw new RuntimeDataException(ErrorCode.LIBRARY_EXTERNAL_FUNCTION_UNSUPPORTED_NAME,
-                        finfo.getFunctionIdentifier().getName());
-        }
-        return null;
-    }
-
-    private static AbstractScalarFunctionDynamicDescriptor getScalarFunctionDescriptor(IFunctionInfo finfo,
-            IApplicationContext appCtx) {
-        return new ExternalScalarFunctionDescriptor(finfo, appCtx);
-    }
-
-    public static ByteBuffer allocateArgumentBuffers(IAType type) {
-        switch (type.getTypeTag()) {
-            case INTEGER:
-                return ByteBuffer.allocate(4);
-            case STRING:
-                return ByteBuffer.allocate(32 * 1024);
-            default:
-                return ByteBuffer.allocate(32 * 1024);
-        }
-    }
-
-    public static IAObject allocateArgumentObjects(IAType type) {
-        switch (type.getTypeTag()) {
-            case INTEGER:
-                return new AMutableInt32(0);
-            case STRING:
-                return new AMutableString("");
-            default:
-                return null;
-            /*
-            ARecordType recordType = (ARecordType) type;
-            IAType[] fieldTypes = recordType.getFieldTypes();
-            IAObject[] fields = new IAObject[fieldTypes.length];
-            for (int i = 0; i < fields.length; i++) {
-                fields[i] = allocateArgumentObjects(fieldTypes[i]);
-            }
-            return new AMutableRecord((ARecordType) type, fields);
-            */
-        }
-    }
-
-}
diff --git a/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd b/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
index 75a0801..edf23ec 100644
--- a/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
+++ b/asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
@@ -25,11 +25,12 @@
     <!-- definition of simple types -->
     <xs:element name="language" type="xs:string" />
     <xs:element name="name" type="xs:string" />
-    <xs:element name="arguments" type="xs:string" />
+    <xs:element name="argument_type" type="xs:string" />
     <xs:element name="return_type" type="xs:string" />
     <xs:element name="function_type" type="xs:string" />
     <xs:element name="definition" type="xs:string" />
     <xs:element name="factory_class" type="xs:string" />
+    <xs:element name="parameters" type="xs:string" />
 
 
     <!-- definition of complex elements -->
@@ -38,9 +39,10 @@
             <xs:sequence>
                 <xs:element ref="lib:name" />
                 <xs:element ref="lib:function_type" />
-                <xs:element ref="lib:arguments" />
+                <xs:element ref="lib:argument_type" />
                 <xs:element ref="lib:return_type" />
                 <xs:element ref="lib:definition" />
+                <xs:element ref="lib:parameters" minOccurs="0" maxOccurs="unbounded"/>
             </xs:sequence>
         </xs:complexType>
     </xs:element>
diff --git a/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
new file mode 100644
index 0000000..f75033d
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.external.library;
+
+import org.apache.asterix.external.api.IExternalScalarFunction;
+import org.apache.asterix.external.api.IFunctionFactory;
+
+public class KeywordsDetectorFactory implements IFunctionFactory {
+
+    @Override
+    public IExternalScalarFunction getExternalFunction() {
+        return new KeywordsDetectorFunction();
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
new file mode 100644
index 0000000..d12f080
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.external.library;
+
+import org.apache.asterix.external.api.IExternalScalarFunction;
+import org.apache.asterix.external.api.IFunctionHelper;
+import org.apache.asterix.external.library.java.JObjects;
+
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.util.ArrayList;
+import java.util.List;
+
+public class KeywordsDetectorFunction implements IExternalScalarFunction {
+
+    private ArrayList<String> keywordsList;
+    private String dictPath, fieldName;
+    private List<String> functionParameters;
+
+    @Override
+    public void evaluate(IFunctionHelper functionHelper) throws Exception {
+        JObjects.JRecord inputRecord = (JObjects.JRecord) functionHelper.getArgument(0);
+        JObjects.JRecord outputRecord = (JObjects.JRecord) functionHelper.getResultObject();
+        JObjects.JBoolean chkVal = new JObjects.JBoolean(false);
+        String fieldValue = ((JObjects.JString) inputRecord.getValueByName(fieldName)).getValue();
+
+        chkVal.setValue(keywordsList.contains(fieldValue));
+
+        outputRecord.setField("id", inputRecord.getValueByName("id"));
+        outputRecord.setField("sensitive", chkVal);
+        functionHelper.setResult(outputRecord);
+    }
+
+    @Override
+    public void initialize(IFunctionHelper functionHelper) throws Exception {
+        keywordsList = new ArrayList<>();
+        functionParameters = functionHelper.getParameters();
+        if (functionParameters.size() < 2) {
+            throw new IllegalArgumentException("Expected more parameters. Please check your UDF configuration.");
+        }
+        dictPath = functionParameters.get(0);
+        fieldName = functionParameters.get(1);
+        Files.lines(Paths.get(dictPath)).forEach(keyword -> keywordsList.add(keyword));
+    }
+
+    @Override
+    public void deinitialize() {
+        // no op
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml b/asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
index 4658a57..6b59041 100644
--- a/asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
+++ b/asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
@@ -20,65 +20,83 @@
   <language>JAVA</language>
   <libraryFunctions>
     <libraryFunction>
+      <name>fnameDetector</name>
       <function_type>SCALAR</function_type>
+      <argument_type>InputRecordType</argument_type>
+      <return_type>DetectResultType</return_type>
+      <definition>org.apache.asterix.external.library.KeywordsDetectorFactory</definition>
+      <parameters>data/external_function/KeywordsDetector_List1.txt</parameters>
+      <parameters>fname</parameters>
+    </libraryFunction>
+    <libraryFunction>
+      <name>lnameDetector</name>
+      <function_type>SCALAR</function_type>
+      <argument_type>InputRecordType</argument_type>
+      <return_type>DetectResultType</return_type>
+      <definition>org.apache.asterix.external.library.KeywordsDetectorFactory</definition>
+      <parameters>data/external_function/KeywordsDetector_List2.txt</parameters>
+      <parameters>lname</parameters>
+    </libraryFunction>
+    <libraryFunction>
       <name>parseTweet</name>
-      <arguments>TweetInputType</arguments>
+      <function_type>SCALAR</function_type>
+      <argument_type>TweetInputType</argument_type>
       <return_type>TweetOutputType</return_type>
       <definition>org.apache.asterix.external.library.ParseTweetFactory
       </definition>
     </libraryFunction>
     <libraryFunction>
-      <function_type>SCALAR</function_type>
       <name>addHashTags</name>
-      <arguments>Tweet</arguments>
+      <function_type>SCALAR</function_type>
+      <argument_type>Tweet</argument_type>
       <return_type>ProcessedTweet</return_type>
       <definition>org.apache.asterix.external.library.AddHashTagsFactory
       </definition>
     </libraryFunction>
     <libraryFunction>
-      <function_type>SCALAR</function_type>
       <name>addHashTagsInPlace</name>
-      <arguments>Tweet</arguments>
+      <function_type>SCALAR</function_type>
+      <argument_type>Tweet</argument_type>
       <return_type>ProcessedTweet</return_type>
       <definition>org.apache.asterix.external.library.AddHashTagsInPlaceFactory
       </definition>
     </libraryFunction>
     <libraryFunction>
-      <function_type>SCALAR</function_type>
       <name>mysum</name>
-      <arguments>AINT32,AINT32</arguments>
+      <function_type>SCALAR</function_type>
+      <argument_type>AINT32,AINT32</argument_type>
       <return_type>AINT32</return_type>
       <definition>org.apache.asterix.external.library.SumFactory
       </definition>
     </libraryFunction>
     <libraryFunction>
-      <function_type>SCALAR</function_type>
       <name>getCapital</name>
-      <arguments>ASTRING</arguments>
+      <function_type>SCALAR</function_type>
+      <argument_type>ASTRING</argument_type>
       <return_type>CountryCapitalType</return_type>
       <definition>org.apache.asterix.external.library.CapitalFinderFactory
       </definition>
     </libraryFunction>
     <libraryFunction>
-      <function_type>SCALAR</function_type>
       <name>toUpper</name>
-      <arguments>TextType</arguments>
+      <function_type>SCALAR</function_type>
+      <argument_type>TextType</argument_type>
       <return_type>TextType</return_type>
       <definition>org.apache.asterix.external.library.UpperCaseFactory
       </definition>
     </libraryFunction>
     <libraryFunction>
-      <function_type>SCALAR</function_type>
       <name>allTypes</name>
-      <arguments>AllType</arguments>
+      <function_type>SCALAR</function_type>
+      <argument_type>AllType</argument_type>
       <return_type>AllType</return_type>
       <definition>org.apache.asterix.external.library.AllTypesFactory
       </definition>
     </libraryFunction>
     <libraryFunction>
-      <function_type>SCALAR</function_type>
       <name>echoDelay</name>
-      <arguments>TweetMessageType</arguments>
+      <function_type>SCALAR</function_type>
+      <argument_type>TweetMessageType</argument_type>
       <return_type>TweetMessageType</return_type>
       <definition>org.apache.asterix.external.library.EchoDelayFactory
       </definition>
diff --git a/asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java b/asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
index eb9631a..7dd1dc2 100644
--- a/asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
+++ b/asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
@@ -46,7 +46,7 @@
                     function.getLanguage());
         }
         String functionBody = function.getFunctionBody();
-        List<String> params = function.getParams();
+        List<String> arguments = function.getArguments();
         List<VarIdentifier> varIdentifiers = new ArrayList<VarIdentifier>();
 
         StringBuilder builder = new StringBuilder();
@@ -54,15 +54,15 @@
         builder.append(" declare function " + function.getName().split("@")[0]);
         builder.append("(");
         boolean first = true;
-        for (String param : params) {
-            VarIdentifier varId = new VarIdentifier(param);
+        for (String argument : arguments) {
+            VarIdentifier varId = new VarIdentifier(argument);
             varIdentifiers.add(varId);
             if (first) {
                 first = false;
             } else {
                 builder.append(",");
             }
-            builder.append(param);
+            builder.append(argument);
         }
         builder.append("){\n").append(functionBody).append("\n}");
 
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
index 4c0aa24..999aa7a 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
@@ -46,7 +46,7 @@
                     Function.LANGUAGE_SQLPP, function.getLanguage());
         }
         String functionBody = function.getFunctionBody();
-        List<String> params = function.getParams();
+        List<String> params = function.getArguments();
 
         StringBuilder builder = new StringBuilder();
         builder.append(" use " + function.getDataverseName() + ";");
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
index b5721c0..128e704 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
@@ -35,17 +35,17 @@
     public static final String NOT_APPLICABLE = "N/A";
 
     private final FunctionSignature signature;
-    private final List<String> params;
     private final List<List<List<String>>> dependencies;
+    private final List<String> arguments;
     private final String body;
     private final String returnType;
     private final String language;
     private final String kind;
 
-    public Function(FunctionSignature signature, List<String> params, String returnType, String functionBody,
+    public Function(FunctionSignature signature, List<String> arguments, String returnType, String functionBody,
             String language, String functionKind, List<List<List<String>>> dependencies) {
         this.signature = signature;
-        this.params = params;
+        this.arguments = arguments;
         this.body = functionBody;
         this.returnType = returnType == null ? RETURNTYPE_VOID : returnType;
         this.language = language;
@@ -75,8 +75,8 @@
         return signature.getArity();
     }
 
-    public List<String> getParams() {
-        return params;
+    public List<String> getArguments() {
+        return arguments;
     }
 
     public List<List<List<String>>> getDependencies() {
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
index 120aa08..9085235 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
@@ -183,7 +183,7 @@
         ArrayBackedValueStorage itemValue = new ArrayBackedValueStorage();
         listBuilder.reset((AOrderedListType) MetadataRecordTypes.FUNCTION_RECORDTYPE
                 .getFieldTypes()[MetadataRecordTypes.FUNCTION_ARECORD_FUNCTION_PARAM_LIST_FIELD_INDEX]);
-        for (String param : function.getParams()) {
+        for (String param : function.getArguments()) {
             itemValue.reset();
             aString.setValue(param);
             stringSerde.serialize(aString, itemValue.getDataOutput());
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
index 3d80d0f..c2b7bb6 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
@@ -73,11 +73,11 @@
         FunctionIdentifier fid =
                 new FunctionIdentifier(function.getDataverseName(), function.getName(), function.getArity());
         IResultTypeComputer typeComputer = getResultTypeComputer(txnCtx, function);
-        List<IAType> arguments = new ArrayList<IAType>();
-        IAType returnType = null;
-        List<String> paramTypes = function.getParams();
-        for (String paramType : paramTypes) {
-            arguments.add(getTypeInfo(paramType, txnCtx, function));
+        List<IAType> arguments = new ArrayList<>();
+        IAType returnType;
+        List<String> argumentTypes = function.getArguments();
+        for (String argumentType : argumentTypes) {
+            arguments.add(getTypeInfo(argumentType, txnCtx, function));
         }
 
         returnType = getTypeInfo(function.getReturnType(), txnCtx, function);
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
index 1bbfc43..af1bc7c 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
@@ -60,7 +60,7 @@
     }
 
     @Override
-    public List<IAType> getParamList() {
+    public List<IAType> getArgumentList() {
         return argumentTypes;
     }
 
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
index d2d6339..3ccb66b 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
@@ -33,7 +33,7 @@
 
     public String getFunctionBody();
 
-    public List<IAType> getParamList();
+    public List<IAType> getArgumentList();
 
     public String getLanguage();
 
diff --git a/asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm b/asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
index ef563f1..20dc8c8 100644
--- a/asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
+++ b/asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
@@ -2,7 +2,9 @@
 { "DataverseName": "externallibtest", "Name": "testlib#addHashTagsInPlace", "Arity": "1", "Params": [ "Tweet" ], "ReturnType": "ProcessedTweet", "Definition": "org.apache.asterix.external.library.AddHashTagsInPlaceFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "testlib#allTypes", "Arity": "1", "Params": [ "AllType" ], "ReturnType": "AllType", "Definition": "org.apache.asterix.external.library.AllTypesFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "testlib#echoDelay", "Arity": "1", "Params": [ "TweetMessageType" ], "ReturnType": "TweetMessageType", "Definition": "org.apache.asterix.external.library.EchoDelayFactory", "Language": "JAVA", "Kind": "SCALAR" }
+{ "DataverseName": "externallibtest", "Name": "testlib#fnameDetector", "Arity": "1", "Params": [ "InputRecordType" ], "ReturnType": "DetectResultType", "Definition": "org.apache.asterix.external.library.KeywordsDetectorFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "testlib#getCapital", "Arity": "1", "Params": [ "ASTRING" ], "ReturnType": "CountryCapitalType", "Definition": "org.apache.asterix.external.library.CapitalFinderFactory", "Language": "JAVA", "Kind": "SCALAR" }
+{ "DataverseName": "externallibtest", "Name": "testlib#lnameDetector", "Arity": "1", "Params": [ "InputRecordType" ], "ReturnType": "DetectResultType", "Definition": "org.apache.asterix.external.library.KeywordsDetectorFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "testlib#mysum", "Arity": "2", "Params": [ "AINT32", "AINT32" ], "ReturnType": "AINT32", "Definition": "org.apache.asterix.external.library.SumFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "testlib#parseTweet", "Arity": "1", "Params": [ "TweetInputType" ], "ReturnType": "TweetOutputType", "Definition": "org.apache.asterix.external.library.ParseTweetFactory", "Language": "JAVA", "Kind": "SCALAR" }
 { "DataverseName": "externallibtest", "Name": "testlib#toUpper", "Arity": "1", "Params": [ "TextType" ], "ReturnType": "TextType", "Definition": "org.apache.asterix.external.library.UpperCaseFactory", "Language": "JAVA", "Kind": "SCALAR" }

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Analytics Compatibility Compilation Successful
https://goo.gl/w2ZkdV : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 14: Contrib-2

Analytics Compatibility Tests Failed
https://goo.gl/1ZBn65 : UNSTABLE

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 2:

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 2:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/885/ (2/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 19:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2838/ (9/12)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 3:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/1331/ (6/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 5:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/1679/ (6/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 17:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/3212/ (7/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 4:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/1342/ (1/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 6:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/5755/ (4/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 17: Integration-Tests+1

Integration Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5644/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#24).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes
  Added parameters to LibraryFunction in library.xsd.

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
35 files changed, 581 insertions(+), 104 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/24
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 25:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/892/ (3/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 11:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/2292/ (8/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 21:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/3375/ (9/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 21:

BAD Compatibility Tests Started https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2772/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 16:

Analytics Compatibility Compilation Successful
https://goo.gl/hVLHx5 : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5379/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 18: Contrib+1

Analytics Compatibility Tests Successful
https://goo.gl/YPKFb3 : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 20:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2839/ (9/12)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 2:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/1339/ (1/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 15:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/646/ (4/12)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 3:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/6882/ (2/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 14:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/7986/ (5/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 21:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/851/ (4/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 7:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/2667/ (4/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/3199/ (10/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 9:

BAD Compatibility Tests Started https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2296/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 20:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/850/ (6/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 9:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/7428/ (5/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#16).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
35 files changed, 546 insertions(+), 74 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/16
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 18:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/3345/ (5/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#6).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-installer/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-yarn/src/test/resources/library/results/library-metadata/functionDataset/functionDataset.1.adm
37 files changed, 537 insertions(+), 77 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/6
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 20:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/3310/ (11/12)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 1:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/1336/ (3/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 25:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-format/2845/ (8/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 14:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/3284/ (10/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 11:

Analytics Compatibility Compilation Successful
https://goo.gl/bRqC66 : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5787/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 23:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/8334/ (2/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 14:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/539/ (4/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 23:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/2862/ (3/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 9:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/5928/ (3/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 8:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/5882/ (2/11)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#3).

Change subject: [WIP] Add init parameter for external UDF
......................................................................

[WIP] Add init parameter for external UDF

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
M asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta06/meta06.1.adm
M asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-installer/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-yarn/src/test/resources/library/results/library-metadata/functionDataset/functionDataset.1.adm
36 files changed, 501 insertions(+), 42 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/3
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 7:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/1817/ (10/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 4:

BAD Compatibility Tests Started https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2022/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 9: -Integration-Tests

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/4907/

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 1:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/1338/ (1/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 9: Integration-Tests+1

Integration Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/4907/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 13:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/2759/ (4/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/6389/ (2/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 13:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/3060/ (3/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 8:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/1830/ (4/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 16: Contrib+1

Analytics Compatibility Tests Successful
https://goo.gl/BsVvYF : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 21: Contrib+1

Analytics Compatibility Tests Successful
https://goo.gl/eSy7aq : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 4:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/2009/ (9/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 8:

BAD Compatibility Tests Started https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2267/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 20:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5751/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 21:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2840/ (2/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#23).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes
  Added parameters to LibraryFunction in library.xsd.

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
35 files changed, 581 insertions(+), 104 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/23
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 15:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/8130/ (2/5)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 15:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/2579/ (6/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 7: Integration-Tests+1

Integration Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/4829/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 6:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/2331/ (8/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 6:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-asterix-app/2389/ (11/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#5).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
M asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta06/meta06.1.adm
M asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetecterFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-installer/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-yarn/src/test/resources/library/results/library-metadata/functionDataset/functionDataset.1.adm
36 files changed, 501 insertions(+), 42 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/5
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 23:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/2788/ (7/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2876/ (9/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/7893/ (6/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12: Contrib+1

Analytics Compatibility Tests Successful
https://goo.gl/cfxPfC : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 13:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2481/ (9/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 13: Contrib-2

Analytics Compatibility Tests Failed
https://goo.gl/GfHaif : UNSTABLE

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 5:

Sorry for the late update. To avoid changing the metadata, which affects all functions, I used ExternalLibraryManager to keep the function parameters. The downside is whenever the system restarts, the ExternalLibraryMananger needs to read the configuration to know which parameters are there...

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 13:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/537/ (7/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 14:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/2433/ (8/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 4: Integration-Tests+1

Integration Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/4393/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 4:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/1333/ (6/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 20:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/2754/ (8/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 10: Contrib+1

BAD Compatibility Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2394/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Patch Set 9:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/2207/ (7/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 15:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/6624/ (5/7)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Patch Set 4:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-asterix-app/2040/ (5/10)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 1:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/5384/ (10/10)

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Patch Set 17:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/6677/ (6/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 7: Contrib+1

BAD Compatibility Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2254/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 16:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/6626/ (6/12)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 3:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/2007/ (10/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 18:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/3031/ (7/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 20:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/2827/ (1/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 22: Contrib+1

Analytics Compatibility Tests Successful
https://goo.gl/YfvPnB : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 14:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/3062/ (1/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#11).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalScalarFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
36 files changed, 531 insertions(+), 74 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/11
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-format/2838/ (6/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 20:

Analytics Compatibility Compilation Successful
https://goo.gl/33CFdh : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 21:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5752/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 25:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/3349/ (11/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/8335/ (7/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 15:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/2856/ (2/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 18: Integration-Tests+1

Integration Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5727/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 6:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/1703/ (7/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 21:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-format/2803/ (8/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 18:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/8271/ (2/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 9: Contrib+1

BAD Compatibility Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2296/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 5:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/1998/ (7/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 7: Contrib-2

Analytics Compatibility Tests Failed
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 21: Integration-Tests+1

Integration Tests Successful

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

Analytics Compatibility Compilation Successful
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 17:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/3470/ (11/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 23:

Analytics Compatibility Compilation Successful
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 22:

BAD Compatibility Tests Started https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2786/

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Patch Set 12:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/2378/ (11/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 22:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5770/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 22:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/3393/ (11/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 18:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5727/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 25:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2883/ (9/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 16:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/5598/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 8:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/2458/ (6/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-cancellation-test/1891/ (6/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 20:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/8300/ (3/12)

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Patch Set 12: Integration-Tests+1

Integration Tests Successful

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 13:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-sonar/6480/ (6/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Patch Set 10:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/7628/ (4/12)

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Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/2694/ (9/11)

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Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/3130/ (11/12)

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Patch Set 15:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/8094/ (5/12)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Patch Set 3:

BAD Compatibility Tests Started https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2021/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 25:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 2:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 14:

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 1:

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

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Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 3:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-no-installer-app/3342/ (11/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 22:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-asterix-app/3353/ (5/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 24:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 18:

Build Started https://asterix-jenkins.ics.uci.edu/job/hyracks-gerrit/2725/ (4/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Till Westmann (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#21).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
D asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/RuntimeExternalFunctionUtil.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
36 files changed, 549 insertions(+), 187 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/21
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 5: Integration-Tests+1

Integration Tests Successful

https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/4694/ : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 7:

Integration Tests Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/4829/

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 22:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-format/2822/ (12/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 11:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/2900/ (6/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 17:

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 22:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app-sql-execution/2858/ (2/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

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Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 21:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-notopic/8301/ (1/12)

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Gerrit-Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
Gerrit-PatchSet: 21
Gerrit-Project: asterixdb
Gerrit-Branch: master
Gerrit-Owner: Xikui Wang <xk...@gmail.com>
Gerrit-Reviewer: Anon. E. Moose #1000171
Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#22).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
35 files changed, 547 insertions(+), 75 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/22
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Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 22:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/3079/ (9/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 11:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-asterix-app/3139/ (12/12)

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Gerrit-Owner: Xikui Wang <xk...@gmail.com>
Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
Gerrit-Reviewer: Till Westmann <ti...@apache.org>
Gerrit-Reviewer: Xikui Wang <xk...@gmail.com>
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 12:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/2969/ (1/11)

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Change in asterixdb[master]: [WIP] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [WIP] Add init parameter for external UDF
......................................................................


Patch Set 2:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/1665/ (2/10)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 17:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-asterix-app/3240/ (12/12)

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Gerrit-Reviewer: Anon. E. Moose #1000171
Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 10:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-verify-asterix-app/2734/ (10/12)

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Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 9: Integration-Tests-1

Integration Tests Timed Out

https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-integration-tests/4904/ : ABORTED

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Xikui Wang (Code Review)" <do...@asterixdb.incubator.apache.org>.

Hello Anon. E. Moose #1000171, Jenkins,

I'd like you to reexamine a change.  Please visit

    https://asterix-gerrit.ics.uci.edu/2107

to look at the new patch set (#25).

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................

[ASTERIXDB-2148][FUN] Add init parameter for external UDF

- user model changes: no
- storage format changes: no
- interface changes: yes
  Added parameters to LibraryFunction in library.xsd.

Details:
By enabling init function in external UDF, a user can reuse the same UDF
implementation with different paramters. One example can be to reuse the
same Machine Learning algorithm with different model files by assigning
different file paths to the UDF parameter.

Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
---
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List1.txt
A asterixdb/asterix-app/data/external_function/KeywordsDetector_List2.txt
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalLibraryUtils.java
M asterixdb/asterix-app/src/main/java/org/apache/asterix/app/external/ExternalUDFLibrarian.java
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.1.ddl.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.2.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.3.lib.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.4.update.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries/external-library/keyword_detector/keyword_detector.5.query.aql
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.1.ddl.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.2.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.3.lib.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.4.update.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/keyword_detector/keyword_detector.5.query.sqlpp
A asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/keyword_detector/keyword_detector.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/validate-default-library/validate-default-library.1.adm
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it.xml
M asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
M asterixdb/asterix-common/src/main/java/org/apache/asterix/common/library/ILibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IFunctionHelper.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalFunction.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
M asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
D asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/RuntimeExternalFunctionUtil.java
M asterixdb/asterix-external-data/src/main/resources/schema/library.xsd
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFactory.java
A asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library/KeywordsDetectorFunction.java
M asterixdb/asterix-external-data/src/test/resources/library_descriptor.xml
M asterixdb/asterix-lang-aql/src/main/java/org/apache/asterix/lang/aql/parser/FunctionParser.java
M asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/FunctionParser.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
M asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/functions/ExternalFunctionCompilerUtil.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/ExternalFunctionInfo.java
M asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/IExternalFunctionInfo.java
M asterixdb/asterix-server/src/test/resources/integrationts/library/results/library-metadata/functionDataset/functionDataset.1.adm
36 files changed, 584 insertions(+), 214 deletions(-)


  git pull ssh://asterix-gerrit.ics.uci.edu:29418/asterixdb refs/changes/07/2107/25
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Gerrit-Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
Gerrit-PatchSet: 25
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Gerrit-Owner: Xikui Wang <xk...@gmail.com>
Gerrit-Reviewer: Anon. E. Moose #1000171
Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
Gerrit-Reviewer: Till Westmann <ti...@apache.org>
Gerrit-Reviewer: Xikui Wang <xk...@gmail.com>

Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Anon. E. Moose (Code Review)" <do...@asterixdb.incubator.apache.org>.

Anon. E. Moose #1000171 has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 15:

Analytics Compatibility Compilation Successful
https://goo.gl/mBYvZV : SUCCESS

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 6:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-source-assemblies/2034/ (10/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 7:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-verify-storage/2416/ (1/11)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
......................................................................


Patch Set 16:

Build Started https://asterix-jenkins.ics.uci.edu/job/asterix-gerrit-ensure-ancestor/683/ (2/12)

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Change in asterixdb[master]: [ASTERIXDB-2148][FUN] Add init parameter for external UDF

Posted by "Jenkins (Code Review)" <do...@asterixdb.incubator.apache.org>.

Jenkins has posted comments on this change.

Change subject: [ASTERIXDB-2148][FUN] Add init parameter for external UDF
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Patch Set 15: Contrib-2

BAD Compatibility Tests Failed

https://asterix-jenkins.ics.uci.edu/job/asterixbad-compat/2674/ : UNSTABLE

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Gerrit-MessageType: comment
Gerrit-Change-Id: I567ce0bcac288267595b2565e53fea61e16fbd65
Gerrit-PatchSet: 15
Gerrit-Project: asterixdb
Gerrit-Branch: master
Gerrit-Owner: Xikui Wang <xk...@gmail.com>
Gerrit-Reviewer: Anon. E. Moose #1000171
Gerrit-Reviewer: Jenkins <je...@fulliautomatix.ics.uci.edu>
Gerrit-Reviewer: Till Westmann <ti...@apache.org>
Gerrit-Reviewer: Xikui Wang <xk...@gmail.com>
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