cpoerschke commented on code in PR #2120:
URL: https://github.com/apache/solr/pull/2120#discussion_r1417572475
##########
solr/modules/analysis-extras/src/test/org/apache/solr/update/processor/TestOpenNLPExtractNamedEntitiesUpdateProcessorFactory.java:
##########
@@ -34,6 +34,13 @@ public static void beforeClass() throws Exception {
"solrconfig-opennlp-extract.xml", "schema-opennlp-extract.xml",
testHome.getAbsolutePath());
}
+ @Test
+ public void testTextToVector() throws Exception {
+ SolrInputDocument doc =
+ processAdd("text-to-vector", doc(f("id", "42"), f("name", "Hello
World")));
+ assertEquals("TODO", "", doc.getFieldValue("film_vector"));
+ }
+
Review Comment:
`./gradlew -p solr/modules/analysis-extras test --tests
TestOpenNLPExtractNamedEntitiesUpdateProcessorFactory.testTextToVector`
currently fails for me locally -- not yet looked into further
```
...
Caused by:
> java.security.AccessControlException: access denied
("java.lang.RuntimePermission"
"loadLibrary./Users/cpoerschke/solr/solr/modules/analysis-extras/build/tmp/tests-tmp/onnxruntime-java2654437641082471485/libonnxruntime.dylib")
> at
java.base/java.security.AccessControlContext.checkPermission(AccessControlContext.java:485)
> at
java.base/java.security.AccessController.checkPermission(AccessController.java:1068)
> at
java.base/java.lang.SecurityManager.checkPermission(SecurityManager.java:416)
> at
java.base/java.lang.SecurityManager.checkLink(SecurityManager.java:703)
> at java.base/java.lang.Runtime.load0(Runtime.java:748)
> at java.base/java.lang.System.load(System.java:1953)
> at ai.onnxruntime.OnnxRuntime.load(OnnxRuntime.java:369)
> at ai.onnxruntime.OnnxRuntime.init(OnnxRuntime.java:160)
> at
ai.onnxruntime.OrtEnvironment.<clinit>(OrtEnvironment.java:31)
...
```
##########
solr/modules/analysis-extras/src/java/org/apache/solr/update/processor/TextToVectorProcessor.java:
##########
@@ -0,0 +1,119 @@
+/*
+ * 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.solr.update.processor;
+
+import ai.onnxruntime.OrtException;
+import java.io.File;
+import java.io.IOException;
+import java.lang.invoke.MethodHandles;
+import opennlp.dl.vectors.SentenceVectorsDL;
+import org.apache.solr.common.SolrInputDocument;
+import org.apache.solr.common.params.SolrParams;
+import org.apache.solr.request.SolrQueryRequest;
+import org.apache.solr.response.SolrQueryResponse;
+import org.apache.solr.update.AddUpdateCommand;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class TextToVectorProcessor extends UpdateRequestProcessor {
+
+ private static final Logger log =
LoggerFactory.getLogger(MethodHandles.lookup().lookupClass());
+
+ private static final String INPUT_FIELD_PARAM = "inputField";
+ private static final String OUTPUT_FIELD_PARAM = "outputField";
+ private static final String MODEL_FILE_NAME_PARAM = "model";
+ private static final String VOCAB_FILE_NAME_PARAM = "vocab";
+
+ private static final String DEFAULT_INPUT_FIELDNAME = "name";
+ private static final String DEFAULT_OUTPUT_FIELDNAME = "film_vector";
+ private static final String DEFAULT_MODEL_FILE_NAME =
+ "/Users/cpoerschke/opennlp-dataonnx/sentence-transformers/model.onnx";
+ private static final String DEFAULT_VOCAB_FILE_NAME =
+ "/Users/cpoerschke/opennlp-dataonnx/sentence-transformers/vocab.txt";
Review Comment:
temporarily using the OpenNLP test models here i.e. the ones used by the
https://github.com/apache/opennlp/blob/main/opennlp-dl/src/test/java/opennlp/dl/vectors/SentenceVectorsDLEval.java
available as per https://github.com/apache/opennlp/pull/560/files
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