getting an issue in predict request
manaligaikwad opened this issue · comments
Stack trace -
com.deepdetect.api.exceptions.DeepDetectException:
at com.deepdetect.api.request.DeepDetectRequest.process(DeepDetectRequest.java:55)
at com.imageindexer.deepdetect.service.ImageClassificationService.predictImages(ImageClassificationService.java:47)
at com.imageindexer.deepdetect.service.ImageCategoryIndexer.jsonToTwitterObjectMap(ImageCategoryIndexer.java:158)
at com.imageindexer.deepdetect.service.ImageCategoryIndexer.indexTwitterImageCategories(ImageCategoryIndexer.java:84)
at com.imageindexer.deepdetect.service.DeepDetectIndexingService.categorizeImages(DeepDetectIndexingService.java:83)
at com.spark.imageindexer.api.controller.ElasticsearchController.lambda$1(ElasticsearchController.java:79)
at spark.SparkBase$1.handle(SparkBase.java:311)
at spark.webserver.MatcherFilter.doFilter(MatcherFilter.java:159)
at spark.webserver.JettyHandler.doHandle(JettyHandler.java:60)
at org.eclipse.jetty.server.session.SessionHandler.doScope(SessionHandler.java:179)
at org.eclipse.jetty.server.handler.ScopedHandler.handle(ScopedHandler.java:136)
at org.eclipse.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:97)
at org.eclipse.jetty.server.Server.handle(Server.java:451)
at org.eclipse.jetty.server.HttpChannel.run(HttpChannel.java:252)
at org.eclipse.jetty.server.HttpConnection.onFillable(HttpConnection.java:266)
at org.eclipse.jetty.io.AbstractConnection$ReadCallback.run(AbstractConnection.java:240)
at org.eclipse.jetty.util.thread.QueuedThreadPool.runJob(QueuedThreadPool.java:596)
at org.eclipse.jetty.util.thread.QueuedThreadPool$3.run(QueuedThreadPool.java:527)
at java.lang.Thread.run(Unknown Source)
Caused by: javax.ws.rs.ProcessingException: java.net.ConnectException: Connection refused: connect
at org.glassfish.jersey.client.internal.HttpUrlConnector.apply(HttpUrlConnector.java:287)
at org.glassfish.jersey.client.ClientRuntime.invoke(ClientRuntime.java:255)
at org.glassfish.jersey.client.JerseyInvocation$2.call(JerseyInvocation.java:700)
at org.glassfish.jersey.internal.Errors.process(Errors.java:315)
at org.glassfish.jersey.internal.Errors.process(Errors.java:297)
at org.glassfish.jersey.internal.Errors.process(Errors.java:228)
at org.glassfish.jersey.process.internal.RequestScope.runInScope(RequestScope.java:444)
at org.glassfish.jersey.client.JerseyInvocation.invoke(JerseyInvocation.java:696)
at org.glassfish.jersey.client.JerseyInvocation$Builder.method(JerseyInvocation.java:448)
at org.glassfish.jersey.client.JerseyInvocation$Builder.post(JerseyInvocation.java:349)
at com.deepdetect.api.request.DeepDetectRequest.doPost(DeepDetectRequest.java:79)
at com.deepdetect.api.request.PredictRequest.internalProcess(PredictRequest.java:144)
at com.deepdetect.api.request.PredictRequest.internalProcess(PredictRequest.java:17)
at com.deepdetect.api.request.DeepDetectRequest.process(DeepDetectRequest.java:48)
... 18 more
Caused by: java.net.ConnectException: Connection refused: connect
at java.net.DualStackPlainSocketImpl.connect0(Native Method)
at java.net.DualStackPlainSocketImpl.socketConnect(Unknown Source)
at java.net.AbstractPlainSocketImpl.doConnect(Unknown Source)
at java.net.AbstractPlainSocketImpl.connectToAddress(Unknown Source)
at java.net.AbstractPlainSocketImpl.connect(Unknown Source)
at java.net.PlainSocketImpl.connect(Unknown Source)
at java.net.SocksSocketImpl.connect(Unknown Source)
at java.net.Socket.connect(Unknown Source)
at sun.net.NetworkClient.doConnect(Unknown Source)
at sun.net.www.http.HttpClient.openServer(Unknown Source)
at sun.net.www.http.HttpClient.openServer(Unknown Source)
at sun.net.www.http.HttpClient.(Unknown Source)
at sun.net.www.http.HttpClient.New(Unknown Source)
at sun.net.www.http.HttpClient.New(Unknown Source)
at sun.net.www.protocol.http.HttpURLConnection.getNewHttpClient(Unknown Source)
at sun.net.www.protocol.http.HttpURLConnection.plainConnect0(Unknown Source)
at sun.net.www.protocol.http.HttpURLConnection.plainConnect(Unknown Source)
at sun.net.www.protocol.http.HttpURLConnection.connect(Unknown Source)
at sun.net.www.protocol.http.HttpURLConnection.getOutputStream0(Unknown Source)
at sun.net.www.protocol.http.HttpURLConnection.getOutputStream(Unknown Source)
at org.glassfish.jersey.client.internal.HttpUrlConnector$4.getOutputStream(HttpUrlConnector.java:385)
at org.glassfish.jersey.message.internal.CommittingOutputStream.commitStream(CommittingOutputStream.java:200)
at org.glassfish.jersey.message.internal.CommittingOutputStream.commitStream(CommittingOutputStream.java:194)
at org.glassfish.jersey.message.internal.CommittingOutputStream.write(CommittingOutputStream.java:228)
at org.glassfish.jersey.message.internal.WriterInterceptorExecutor$UnCloseableOutputStream.write(WriterInterceptorExecutor.java:299)
at sun.nio.cs.StreamEncoder.writeBytes(Unknown Source)
at sun.nio.cs.StreamEncoder.implFlushBuffer(Unknown Source)
at sun.nio.cs.StreamEncoder.implFlush(Unknown Source)
at sun.nio.cs.StreamEncoder.flush(Unknown Source)
at java.io.OutputStreamWriter.flush(Unknown Source)
at org.glassfish.jersey.message.internal.ReaderWriter.writeToAsString(ReaderWriter.java:193)
at org.glassfish.jersey.message.internal.AbstractMessageReaderWriterProvider.writeToAsString(AbstractMessageReaderWriterProvider.java:130)
at org.glassfish.jersey.message.internal.StringMessageProvider.writeTo(StringMessageProvider.java:99)
at org.glassfish.jersey.message.internal.StringMessageProvider.writeTo(StringMessageProvider.java:59)
at org.glassfish.jersey.message.internal.WriterInterceptorExecutor$TerminalWriterInterceptor.invokeWriteTo(WriterInterceptorExecutor.java:265)
at org.glassfish.jersey.message.internal.WriterInterceptorExecutor$TerminalWriterInterceptor.aroundWriteTo(WriterInterceptorExecutor.java:250)
at org.glassfish.jersey.message.internal.WriterInterceptorExecutor.proceed(WriterInterceptorExecutor.java:162)
at org.glassfish.jersey.message.internal.MessageBodyFactory.writeTo(MessageBodyFactory.java:1130)
at org.glassfish.jersey.client.ClientRequest.doWriteEntity(ClientRequest.java:517)
at org.glassfish.jersey.client.ClientRequest.writeEntity(ClientRequest.java:499)
at org.glassfish.jersey.client.internal.HttpUrlConnector._apply(HttpUrlConnector.java:388)
at org.glassfish.jersey.client.internal.HttpUrlConnector.apply(HttpUrlConnector.java:285)
... 31 more
config.properties file
Properties for image prediction
baseURLHost = http://localhost:8888
serviceName = imageserv
inputParameters = {"width":224,"height":224}
outputParameters = {"best":5}
mlibParameters = {"gpu":false}
I am using above values for my predict request in following method -
public PredictResponse predictImages(String baseURLHost, String serviceName, String imageURL, String inputParameters, String outputParameters, String mlibParameters) {
PredictResponse response = null;
try {
response = PredictRequest.newPredictRequest() //
.baseURL(baseURLHost) //
.service(serviceName) //
.data(imageURL) //
.input(inputParameters)
.output(outputParameters)
.mllibParams(mlibParameters)
.build().process();
System.out.println(response);
System.out.println("\npredictions");
for (int i = 0; i < response.getBody().getPredictions().size(); i++) {
PredictionValue predictionValue = response.getBody().getPredictions().get(i);
// System.out.println(" * " + words[i]);
for (PredictionClass predictionClass : predictionValue.getClasses()) {
System.out
.println("\t- " + predictionClass.getCategory() + " : " + predictionClass.getProbability());
}
}
} catch (DeepDetectException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
return response;
}
getting exception in doPost() method of DeepDetectRequest.java.
I have created service - imageserv in deepdetect and my deepdetect is running on port 8888
Can you please check that your server is running and reachable?
From the stack trace:
Caused by: java.net.ConnectException: Connection refused: connect
at java.net.DualStackPlainSocketImpl.connect0(Native Method)
at java.net.DualStackPlainSocketImpl.socketConnect(Unknown Source)
at java.net.AbstractPlainSocketImpl.doConnect(Unknown Source)
at java.net.AbstractPlainSocketImpl.connectToAddress(Unknown Source)
at java.net.AbstractPlainSocketImpl.connect(Unknown Source)
at java.net.PlainSocketImpl.connect(Unknown Source)
at java.net.SocksSocketImpl.connect(Unknown Source)
at java.net.Socket.connect(Unknown Source)
at sun.net.NetworkClient.doConnect(Unknown Source)
...
I checked for that before posting issue.. deepdetect server is running properly
DeepDetect is running on a Docker
try using 192.168.99.100:8888
as even in your console:
curl: (7) Failed to connect to localhost port 8888: Connection refused
tried that before posting this issue.. it was not working so I tried with localhost. But either of them is not working
after using 192.168.99.100:8888, stack trace is different:
I think I am doing something wrong at the time of predict request creation.
com.deepdetect.api.exceptions.DeepDetectException:
at com.deepdetect.api.request.DeepDetectRequest.process(DeepDetectRequest.java:55)
at com.imageindexer.deepdetect.service.ImageClassificationService.predictImages(ImageClassificationService.java:47)
at com.imageindexer.deepdetect.service.ImageCategoryIndexer.jsonToTwitterObjectMap(ImageCategoryIndexer.java:158)
at com.imageindexer.deepdetect.service.ImageCategoryIndexer.indexTwitterImageCategories(ImageCategoryIndexer.java:84)
at com.imageindexer.deepdetect.service.DeepDetectIndexingService.categorizeImages(DeepDetectIndexingService.java:83)
at com.spark.imageindexer.api.controller.ElasticsearchController.lambda$1(ElasticsearchController.java:79)
at spark.SparkBase$1.handle(SparkBase.java:311)
at spark.webserver.MatcherFilter.doFilter(MatcherFilter.java:159)
at spark.webserver.JettyHandler.doHandle(JettyHandler.java:60)
at org.eclipse.jetty.server.session.SessionHandler.doScope(SessionHandler.java:179)
at org.eclipse.jetty.server.handler.ScopedHandler.handle(ScopedHandler.java:136)
at org.eclipse.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:97)
at org.eclipse.jetty.server.Server.handle(Server.java:451)
at org.eclipse.jetty.server.HttpChannel.run(HttpChannel.java:252)
at org.eclipse.jetty.server.HttpConnection.onFillable(HttpConnection.java:266)
at org.eclipse.jetty.io.AbstractConnection$ReadCallback.run(AbstractConnection.java:240)
at org.eclipse.jetty.util.thread.QueuedThreadPool.runJob(QueuedThreadPool.java:596)
at org.eclipse.jetty.util.thread.QueuedThreadPool$3.run(QueuedThreadPool.java:527)
at java.lang.Thread.run(Unknown Source)
Caused by: javax.ws.rs.BadRequestException: HTTP 400 Bad Request
at org.glassfish.jersey.client.JerseyInvocation.convertToException(JerseyInvocation.java:999)
at org.glassfish.jersey.client.JerseyInvocation.translate(JerseyInvocation.java:816)
at org.glassfish.jersey.client.JerseyInvocation.access$700(JerseyInvocation.java:92)
at org.glassfish.jersey.client.JerseyInvocation$2.call(JerseyInvocation.java:700)
at org.glassfish.jersey.internal.Errors.process(Errors.java:315)
at org.glassfish.jersey.internal.Errors.process(Errors.java:297)
at org.glassfish.jersey.internal.Errors.process(Errors.java:228)
at org.glassfish.jersey.process.internal.RequestScope.runInScope(RequestScope.java:444)
at org.glassfish.jersey.client.JerseyInvocation.invoke(JerseyInvocation.java:696)
at org.glassfish.jersey.client.JerseyInvocation$Builder.method(JerseyInvocation.java:448)
at org.glassfish.jersey.client.JerseyInvocation$Builder.post(JerseyInvocation.java:349)
at com.deepdetect.api.request.DeepDetectRequest.doPost(DeepDetectRequest.java:79)
at com.deepdetect.api.request.PredictRequest.internalProcess(PredictRequest.java:144)
at com.deepdetect.api.request.PredictRequest.internalProcess(PredictRequest.java:17)
at com.deepdetect.api.request.DeepDetectRequest.process(DeepDetectRequest.java:48)
... 18 more
this means Bad Request – Malformed syntax in request or JSON body
can you display *Parameters passed to the method before calling the predict server?
I am working on an other issue to use objects instead of strings as requests parameters
these are the parameters I am passing to a method before calling predict :
baseURLHost = http://192.168.99.100:8888
serviceName = imageserv
inputParameters = {"width":224,"height":224}
outputParameters = {"best":5}
mlibParameters = {"gpu":false}
imageURL = https://www.google.ca/url?sa=i&rct=j&q=&esrc=s&source=images&cd=&cad=rja&uact=8&ved=0ahUKEwj_r7-B98vNAhVL5GMKHToHDBAQjRwIBw&url=https%3A%2F%2Fdavechampionsliberty.com%2F2015%2F09%2Ffact-there-is-no-war-on-police%2F&psig=AFQjCNFzfZ_mHNtPqBabXHTbl54nKr0_9g&ust=1467244811402590
These are all string values I am reading them from a property file.
This is the Entity object getting created for above data -
Entity{entity={"service":"imageserv","parameters":{"input":{"width":224,"height":224},"output":{"best":5},"mllib":{"gpu":false}},"data":["https://www.google.ca/url?sa=i&rct=j&q=&esrc=s&source=images&cd=&cad=rja&uact=8&ved=0ahUKEwj_r7-B98vNAhVL5GMKHToHDBAQjRwIBw&url=https%3A%2F%2Fdavechampionsliberty.com%2F2015%2F09%2Ffact-there-is-no-war-on-police%2F&psig=AFQjCNFzfZ_mHNtPqBabXHTbl54nKr0_9g&ust=1467244811402590"]}, variant=Variant[mediaType=application/json, language=null, encoding=null], annotations=[]}
My issue is resolved... URL I was using was invalid. I tried with different image URL and it worked.
Thank you.
I need to make the error message clear