Java sample for doing online prediction in Cloud Machine Learning Engine. #868

lluunn · 2017-09-26T21:18:38Z

No description provided.

lesv · 2017-09-27T22:46:34Z

Thanks for your contribution. Please take a look at CONTRIBUTING.md, also at some of our other samples for inspiration.

You are missing licenses at the top of your files. Also, I can't actually figure out how this is useful to anyone. Did you push it by accident?

lluunn · 2017-09-27T23:39:27Z

Sorry for the missing license, I will add it soon.

Could you clarify why do you think it's not useful and what should be improved? We (Cloud Machine Learning Engine team) want to provide some sample code for users to use our service in different languages, e.g. C# and JS: GoogleCloudPlatform/nodejs-docs-samples#432
GoogleCloudPlatform/dotnet-docs-samples#290

googlebot · 2017-09-27T23:39:31Z

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googlebot · 2017-09-28T03:13:15Z

CLAs look good, thanks!

lesv · 2017-09-28T04:50:56Z

Partially it's me, but I'd like to see some comments on what you are doing. -- I'll mark a few things inline.

lesv · 2017-09-28T04:52:02Z

mlengine/online-prediction/src/main/java/OnlinePredictionSample.java

+    Discovery discovery = new Discovery.Builder(httpTransport, jsonFactory, null).build();
+
+    RestDescription api = discovery.apis().getRest("ml", "v1").execute();
+    RestMethod method = api.getResources().get("projects").getMethods().get("predict");


Some kind of comment how you are inspecting the discovery document and getting the Prediction API.

lesv · 2017-09-28T04:52:26Z

mlengine/online-prediction/src/main/java/OnlinePredictionSample.java

+
+    JsonSchema param = new JsonSchema();
+    String projectId = "YOUR_PROJECT_ID";
+    String modelId = "YOUR_MODEL_ID";


Something about your Model here would be good.

lesv · 2017-09-28T04:55:05Z

mlengine/online-prediction/src/main/java/OnlinePredictionSample.java

+
+    GoogleCredential credential = GoogleCredential.getApplicationDefault();
+    HttpRequestFactory requestFactory = httpTransport.createRequestFactory(credential);
+    HttpRequest request = requestFactory.buildRequest(method.getHttpMethod(), url, content);


A comment about this.

Why aren't you actually generating an APIary client so don't need to do it this way? Seems simple enough, but there are some named things when you create it from the proto usually.

There isn't particular reason for choosing discovery over direct API.
It just that I tried discovery first.
Which is the typical or recommended pattern?

In this case, I'm happy with just using discovery. As you will need to generate a One Platform API for GA. (I'd rather see a 1P now, but can live w/ this)

lesv · 2017-09-28T04:57:45Z

Also, please go to github/ (internal link) and register. Didn't realize you were a Googler, or I'd have reached out directly.

lesv

PTAL

lesv · 2017-10-04T15:18:20Z

mlengine/online-prediction/README.md

@@ -0,0 +1,9 @@
+# Cloud Machine Learning Engine - Online Prediction with Java


Could you look at our other README's and add content about auth.

Added, PTAL

lesv · 2017-10-04T15:18:36Z

mlengine/online-prediction/pom.xml

@@ -0,0 +1,49 @@
+<project>


License needed here

lesv · 2017-10-04T15:19:37Z

mlengine/online-prediction/README.md

+
+Modify the OnlinePredictionSample.java with your project/model/version information.
+
+Compile and run the sample:


Should mention that this is a part of a tutorial and provide a link.

lesv · 2017-10-04T15:20:49Z

mlengine/online-prediction/src/main/java/OnlinePredictionSample.java

+
+    GoogleCredential credential = GoogleCredential.getApplicationDefault();
+    HttpRequestFactory requestFactory = httpTransport.createRequestFactory(credential);
+    HttpRequest request = requestFactory.buildRequest(method.getHttpMethod(), url, content);


In this case, I'm happy with just using discovery. As you will need to generate a One Platform API for GA. (I'd rather see a 1P now, but can live w/ this)

lluunn · 2017-10-04T21:30:11Z

Thanks for reviewing this!

lluunn · 2017-10-06T18:32:48Z

Thank you!

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### Migrating samples from [googleapis/java-aiplatform](https://togithub.com/googleapis/java-aiplatform/tree/main/samples) into [java-docs-samples/aiplatform](https://togithub.com/GoogleCloudPlatform/java-docs-samples) --- - feat: initial code generation - chore(deps): update dependency com.google.cloud.samples:shared-configuration to v1.0.18 (#2) - chore(deps): update dependency com.google.cloud.samples:shared-configuration to v1.0.19 (#11) - samples: update pom.xml (s) in the samples dir (#24) - chore(deps): update dependency com.google.cloud.samples:shared-configuration to v1.0.21 (#14) - test(deps): update dependency junit:junit to v4.13.1 - test(deps): update dependency com.google.truth:truth to v1.1 (#33) - deps: update dependency com.google.cloud:google-cloud-storage to v1.113.2 (#38) - samples: ucaip samples batch 3 of 6 (#18) - samples: ucaip batch samples 4 of 6 (#19) - samples: ucaip batch samples 5 of 6 (#20) - samples: ucaip samples batch 6 of 6 (#17) - samples: ucaip sample batch 2 of 6 (#15) - chore: delete ununsed format script (#48) - samples: initial commit and it is missing env vars for testing (#7) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v0.1.0 (#59) - samples(deps): update dependency com.google.cloud:google-cloud-storage to v1.113.3 (#55) - samples(deps): update dependency com.google.protobuf:protobuf-java-util to v4.0.0-rc-2 (#27) - samples: adds custom model, action recognition samples and tests (#111) - feat: adds ValueConverter utility and demo samples (#108) - samples(deps): update dependency com.google.cloud:google-cloud-storage to v1.113.8 (#72) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v0.2.0 (#133) - test(deps): update dependency com.google.truth:truth to v1.1.2 (#138) - samples: adds enhanced library samples (#134) - test(deps): update dependency junit:junit to v4.13.2 (#161) - deps: update dependency com.google.cloud:google-cloud-storage to v1.113.9 (#132) - fix: reduces image object detection test resource file size (#154) - deps: update dependency com.google.cloud:google-cloud-storage to v1.113.10 (#164) - feat: updates library for v1 service (#157) - deps: update dependency com.google.cloud:google-cloud-storage to v1.113.11 (#175) - docs: updates prediction to new hostname (#173) - chore: replaced hard-coded values with env vars (#185) - deps: update dependency com.google.cloud:google-cloud-storage to v1.113.12 (#186) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v0.3.0 (#188) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.3.0 (#189) - deps: update dependency com.google.cloud:google-cloud-storage to v1.113.14 (#202) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v0.4.0 (#209) - chore(deps): update dependency com.google.cloud.samples:shared-configuration to v1.0.22 (#223) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.4.0 (#210) - deps: update dependency com.google.cloud:google-cloud-storage to v1.113.15 (#232) - samples: updates samples to v1 (1 of 8) (#206) - samples: updates samples to v1 (2 of 8) (#212) - test(teardown): refactored teardown section of test (#254) - test(env var): added missing requireEnv val (#255) - samples: updates samples to v1 (3 of 8) (#215) - samples: updates samples to v1 (5 of 10) (#235) - samples: updates samples to v1 (4 of 10) (#233) - deps: update dependency com.google.cloud:google-cloud-storage to v1.113.16 (#334) - chore: Increasing timeout createdataset (#337) - samples: updates samples to v1 (7 of 10) (#238) - samples: updates samples to v1 (6 of 10) (#236) - samples: updates samples to v1 (8 of 8) (#239) - deps: update dependency com.google.cloud:google-cloud-storage to v1.114.0 (#349) - deps: update dependency com.google.code.gson:gson to v2.8.7 (#382) - test(deps): update dependency com.google.truth:truth to v1.1.3 (#383) - chore: changes product name to 'Vertex AI' (#373) - chore(deps): update dependency com.google.cloud.samples:shared-configuration to v1.0.23 (#399) - deps: update dependency com.google.cloud:google-cloud-storage to v1.115.0 (#396) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v1 (#406) - chore: disabling ITs to reduce cost & resolve quota issue (#421) - deps: update dependency com.google.cloud:google-cloud-storage to v1.117.1 (#422) - test: Refactor teardown (#424) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.5.1 (#428) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v1.0.2 (#427) - deps: update dependency com.google.cloud:google-cloud-storage to v1.118.0 (#440) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.5.2 (#434) - deps: update dependency com.google.cloud:google-cloud-storage to v2 (#610) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2 (#609) - deps: update dependency com.google.cloud:google-cloud-storage to v2.0.1 (#612) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.6.0 (#608) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.0.1 (#616) - deps: update dependency com.google.code.gson:gson to v2.8.8 (#622) - deps: update dependency com.google.cloud:google-cloud-storage to v2.0.2 (#621) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.6.1 (#617) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.0 (#630) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.6.2 (#629) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.0.2 (#628) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.1.0 (#640) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.1 (#644) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.2.0 (#650) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.8.0 (#641) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.2.1 (#660) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.2 (#662) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.8.1 (#661) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.8.2 (#666) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.3 (#667) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.4 (#669) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.5 (#673) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.2.2 (#665) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.8.3 (#678) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.2.3 (#677) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.2.4 (#681) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.6 (#683) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.8.4 (#682) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.7 (#689) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.8 (#696) - deps: update dependency com.google.cloud:google-cloud-storage to v2.1.9 (#698) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.3.0 (#702) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.9.0 (#703) - deps: update dependency com.google.code.gson:gson to v2.8.9 (#707) - deps: update dependency com.google.cloud:google-cloud-storage to v2.2.0 (#710) - deps: update dependency com.google.cloud:google-cloud-storage to v2.2.1 (#722) - docs: Added evalId comment to samples (#727) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.10.0 (#733) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.4.0 (#732) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.11.0 (#740) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.5.0 (#739) - deps: update dependency com.google.cloud:google-cloud-storage to v2.2.2 (#747) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.11.2 (#744) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.5.2 (#748) - chore(deps): update dependency com.google.cloud.samples:shared-configuration to v1.0.24 (#734) - chore(deps): update dependency com.google.cloud.samples:shared-configuration to v1.2.0 (#749) - test: Add null check in teardown (#752) - deps: update dependency com.google.cloud:google-cloud-storage to v2.2.3 (#764) - deps: update dependency com.google.cloud:google-cloud-storage to v2.3.0 (#773) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.11.3 (#762) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.5.3 (#761) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.6.0 (#784) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.12.0 (#782) - deps: update dependency com.google.code.gson:gson to v2.9.0 (#792) - deps: update dependency com.google.cloud:google-cloud-storage to v2.4.0 (#783) - deps: update dependency com.google.cloud:google-cloud-storage to v2.4.4 (#801) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.7.0 (#807) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.13.0 (#808) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.7.1 (#813) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.13.1 (#812) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.7.2 (#819) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.13.2 (#817) - deps: update dependency com.google.cloud:google-cloud-storage to v2.4.5 (#818) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.7.3 (#822) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.13.3 (#823) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.7.4 (#828) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.13.4 (#829) - deps: update dependency com.google.cloud:google-cloud-storage to v2.5.0 (#834) - deps: update dependency com.google.cloud:google-cloud-storage to v2.5.1 (#835) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.0 (#838) - deps: update dependency com.google.cloud:google-cloud-storage to v2.6.0 (#840) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.0 (#839) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.1 (#846) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.1 (#847) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.2 (#852) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.2 (#851) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.3 (#855) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.3 (#856) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.4 (#860) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.4 (#859) - deps: update dependency com.google.cloud:google-cloud-storage to v2.6.1 (#863) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.5 (#868) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.5 (#869) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.6 (#875) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.6 (#874) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.7 (#878) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.7 (#879) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.8 (#882) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.8 (#883) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.14.9 (#890) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.8.9 (#889) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.0 (#915) - deps: update dependency com.google.cloud:google-cloud-storage to v2.7.0 (#916) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.9.0 (#914) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.9.1 (#919) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.1 (#920) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.2 (#924) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.9.2 (#923) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.9.3 (#927) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.3 (#928) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.4 (#932) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.9.4 (#931) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.5 (#936) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.9.5 (#935) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.9.6 (#941) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.6 (#942) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v2.9.7 (#953) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.15.7 (#954) - feat(samples): add create-featurestore sample (#948) - feat(samples): added all entity type samples (#976) - feat(samples): add remaining featurestore api samples (#974) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v3 (#986) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.17.0 (#1003) - deps: update dependency com.google.code.gson:gson to v2.9.1 (#1001) - deps: update dependency com.google.cloud:google-cloud-storage to v2.10.0 (#1004) - feat(samples): add all feature samples (#980) - deps: update dependency com.google.cloud:google-cloud-storage to v2.11.0 (#1005) - feat(samples): add all feature values samples (#981) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.14.1 (#1006) - deps: update dependency com.google.cloud:google-cloud-storage to v2.11.1 (#1008) - deps: update dependency com.google.cloud:google-cloud-storage to v2.11.2 (#1010) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.14.3 (#1009) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v3.2.0 (#1020) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.18.0 (#1021) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.14.5 (#1016) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.14.6 (#1026) - deps: update dependency com.google.cloud:google-cloud-storage to v2.11.3 (#1015) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.14.7 (#1031) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.15.0 (#1040) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.16.0 (#1044) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.19.0 (#1051) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v3.3.0 (#1050) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.16.1 (#1046) - deps: update dependency com.google.cloud:google-cloud-storage to v2.12.0 (#1047) - feat(sample): featurestore node updates (#1028) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v3.4.0 (#1085) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.17.0 (#1082) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.20.0 (#1086) - deps: update dependency com.google.cloud:google-cloud-storage to v2.13.0 (#1087) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.17.1 (#1092) - chore(deps): update dependency com.google.cloud:google-cloud-aiplatform to v3.4.1 (#1090) - deps: update dependency com.google.api.grpc:proto-google-cloud-aiplatform-v1beta1 to v0.20.1 (#1091) - deps: update dependency com.google.cloud:google-cloud-bigquery to v2.18.0 (#1113) Fixes #issue > It's a good idea to open an issue first for discussion. - [ ] I have followed [Sample Format Guide](https://togithub.com/GoogleCloudPlatform/java-docs-samples/blob/main/SAMPLE_FORMAT.md) - [ ] `pom.xml` parent set to latest `shared-configuration` - [ ] Appropriate changes to README are included in PR - [ ] API's need to be enabled to test (tell us) - [ ] Environment Variables need to be set (ask us to set them) - [ ] **Tests** pass: `mvn clean verify` **required** - [ ] **Lint** passes: `mvn -P lint checkstyle:check` **required** - [ ] **Static Analysis**: `mvn -P lint clean compile pmd:cpd-check spotbugs:check` **advisory only** - [ ] Please **merge** this PR for me once it is approved.

lluunn added 2 commits September 26, 2017 21:06

Java sample for online prediction in CMLE.

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Java sample for doing online prediction in Cloud Machine Learning Engine. #868

Java sample for doing online prediction in Cloud Machine Learning Engine. #868

lluunn commented Sep 26, 2017

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lluunn commented Sep 27, 2017

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lesv commented Sep 28, 2017

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lluunn Oct 3, 2017

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lluunn commented Oct 4, 2017

lluunn commented Oct 6, 2017

		@@ -0,0 +1,9 @@
		# Cloud Machine Learning Engine - Online Prediction with Java


		Modify the OnlinePredictionSample.java with your project/model/version information.

		Compile and run the sample:

Java sample for doing online prediction in Cloud Machine Learning Engine. #868

Java sample for doing online prediction in Cloud Machine Learning Engine. #868

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lluunn commented Sep 26, 2017

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lluunn commented Oct 4, 2017

lluunn commented Oct 6, 2017