├── .github ├── release-trigger.yml └── release-please.yml ├── SECURITY.md ├── CONTRIBUTING.md ├── CODE_OF_CONDUCT.md ├── LICENSE └── README.md /.github/release-trigger.yml: -------------------------------------------------------------------------------- 1 | enabled: true 2 | multiScmName: java-automl 3 | -------------------------------------------------------------------------------- /.github/release-please.yml: -------------------------------------------------------------------------------- 1 | bumpMinorPreMajor: true 2 | handleGHRelease: true 3 | releaseType: java-yoshi 4 | branches: 5 | - bumpMinorPreMajor: true 6 | handleGHRelease: true 7 | releaseType: java-yoshi 8 | branch: java7 9 | -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- 1 | # Security Policy 2 | 3 | To report a security issue, please use [g.co/vulnz](https://g.co/vulnz). 4 | 5 | The Google Security Team will respond within 5 working days of your report on g.co/vulnz. 6 | 7 | We use g.co/vulnz for our intake, and do coordination and disclosure here using GitHub Security Advisory to privately discuss and fix the issue. 8 | -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | # How to Contribute 2 | 3 | We'd love to accept your patches and contributions to this project. There are 4 | just a few small guidelines you need to follow. 5 | 6 | ## Contributor License Agreement 7 | 8 | Contributions to this project must be accompanied by a Contributor License 9 | Agreement. You (or your employer) retain the copyright to your contribution; 10 | this simply gives us permission to use and redistribute your contributions as 11 | part of the project. Head over to to see 12 | your current agreements on file or to sign a new one. 13 | 14 | You generally only need to submit a CLA once, so if you've already submitted one 15 | (even if it was for a different project), you probably don't need to do it 16 | again. 17 | 18 | ## Code reviews 19 | 20 | All submissions, including submissions by project members, require review. We 21 | use GitHub pull requests for this purpose. Consult 22 | [GitHub Help](https://help.github.com/articles/about-pull-requests/) for more 23 | information on using pull requests. 24 | 25 | ## Community Guidelines 26 | 27 | This project follows 28 | [Google's Open Source Community Guidelines](https://opensource.google.com/conduct/). 29 | 30 | ## Building the project 31 | 32 | To build, package, and run all unit tests run the command 33 | 34 | ``` 35 | mvn clean verify 36 | ``` 37 | 38 | ### Running Integration tests 39 | 40 | To include integration tests when building the project, you need access to 41 | a GCP Project with a valid service account. 42 | 43 | For instructions on how to generate a service account and corresponding 44 | credentials JSON see: [Creating a Service Account][1]. 45 | 46 | Then run the following to build, package, run all unit tests and run all 47 | integration tests. 48 | 49 | ```bash 50 | export GOOGLE_APPLICATION_CREDENTIALS=/path/to/service/account.json 51 | mvn -Penable-integration-tests clean verify 52 | ``` 53 | 54 | ## Code Samples 55 | 56 | All code samples must be in compliance with the [java sample formatting guide][3]. 57 | Code Samples must be bundled in separate Maven modules. 58 | 59 | The samples must be separate from the primary project for a few reasons: 60 | 1. Primary projects have a minimum Java version of Java 8 whereas samples can have 61 | Java version of Java 11. Due to this we need the ability to 62 | selectively exclude samples from a build run. 63 | 2. Many code samples depend on external GCP services and need 64 | credentials to access the service. 65 | 3. Code samples are not released as Maven artifacts and must be excluded from 66 | release builds. 67 | 68 | ### Building 69 | 70 | ```bash 71 | mvn clean verify 72 | ``` 73 | 74 | Some samples require access to GCP services and require a service account: 75 | 76 | ```bash 77 | export GOOGLE_APPLICATION_CREDENTIALS=/path/to/service/account.json 78 | mvn clean verify 79 | ``` 80 | 81 | ### Code Formatting 82 | 83 | Code in this repo is formatted with 84 | [google-java-format](https://github.com/google/google-java-format). 85 | To run formatting on your project, you can run: 86 | ``` 87 | mvn com.coveo:fmt-maven-plugin:format 88 | ``` 89 | 90 | [1]: https://cloud.google.com/docs/authentication/getting-started#creating_a_service_account 91 | [2]: https://maven.apache.org/settings.html#Active_Profiles 92 | [3]: https://github.com/GoogleCloudPlatform/java-docs-samples/blob/main/SAMPLE_FORMAT.md -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | 2 | # Code of Conduct 3 | 4 | ## Our Pledge 5 | 6 | In the interest of fostering an open and welcoming environment, we as 7 | contributors and maintainers pledge to making participation in our project and 8 | our community a harassment-free experience for everyone, regardless of age, body 9 | size, disability, ethnicity, gender identity and expression, level of 10 | experience, education, socio-economic status, nationality, personal appearance, 11 | race, religion, or sexual identity and orientation. 12 | 13 | ## Our Standards 14 | 15 | Examples of behavior that contributes to creating a positive environment 16 | include: 17 | 18 | * Using welcoming and inclusive language 19 | * Being respectful of differing viewpoints and experiences 20 | * Gracefully accepting constructive criticism 21 | * Focusing on what is best for the community 22 | * Showing empathy towards other community members 23 | 24 | Examples of unacceptable behavior by participants include: 25 | 26 | * The use of sexualized language or imagery and unwelcome sexual attention or 27 | advances 28 | * Trolling, insulting/derogatory comments, and personal or political attacks 29 | * Public or private harassment 30 | * Publishing others' private information, such as a physical or electronic 31 | address, without explicit permission 32 | * Other conduct which could reasonably be considered inappropriate in a 33 | professional setting 34 | 35 | ## Our Responsibilities 36 | 37 | Project maintainers are responsible for clarifying the standards of acceptable 38 | behavior and are expected to take appropriate and fair corrective action in 39 | response to any instances of unacceptable behavior. 40 | 41 | Project maintainers have the right and responsibility to remove, edit, or reject 42 | comments, commits, code, wiki edits, issues, and other contributions that are 43 | not aligned to this Code of Conduct, or to ban temporarily or permanently any 44 | contributor for other behaviors that they deem inappropriate, threatening, 45 | offensive, or harmful. 46 | 47 | ## Scope 48 | 49 | This Code of Conduct applies both within project spaces and in public spaces 50 | when an individual is representing the project or its community. Examples of 51 | representing a project or community include using an official project e-mail 52 | address, posting via an official social media account, or acting as an appointed 53 | representative at an online or offline event. Representation of a project may be 54 | further defined and clarified by project maintainers. 55 | 56 | This Code of Conduct also applies outside the project spaces when the Project 57 | Steward has a reasonable belief that an individual's behavior may have a 58 | negative impact on the project or its community. 59 | 60 | ## Conflict Resolution 61 | 62 | We do not believe that all conflict is bad; healthy debate and disagreement 63 | often yield positive results. However, it is never okay to be disrespectful or 64 | to engage in behavior that violates the project’s code of conduct. 65 | 66 | If you see someone violating the code of conduct, you are encouraged to address 67 | the behavior directly with those involved. Many issues can be resolved quickly 68 | and easily, and this gives people more control over the outcome of their 69 | dispute. If you are unable to resolve the matter for any reason, or if the 70 | behavior is threatening or harassing, report it. We are dedicated to providing 71 | an environment where participants feel welcome and safe. 72 | 73 | Reports should be directed to *googleapis-stewards@google.com*, the 74 | Project Steward(s) for *Google Cloud Client Libraries*. It is the Project Steward’s duty to 75 | receive and address reported violations of the code of conduct. They will then 76 | work with a committee consisting of representatives from the Open Source 77 | Programs Office and the Google Open Source Strategy team. 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You will also need to set up the local development environment by 109 | [installing the Google Cloud SDK][cloud-sdk] and running the following commands in command line: 110 | `gcloud auth login` and `gcloud config set project [YOUR PROJECT ID]`. 111 | 112 | ### Installation and setup 113 | 114 | You'll need to obtain the `google-cloud-automl` library. See the [Quickstart](#quickstart) section 115 | to add `google-cloud-automl` as a dependency in your code. 116 | 117 | ## About Cloud Auto ML 118 | 119 | 🔔 **AutoML API Java Client is now available in Vertex AI. Please visit** 120 | [java-aiplatform](https://github.com/googleapis/java-aiplatform) **for the new Java Vertex AI client.** 121 | Vertex AI is our next generation AI Platform, with many new features that are unavailable in the current platform. 122 | [Migrate your resources to Vertex AI](https://cloud.google.com/vertex-ai/docs/start/migrating-to-vertex-ai) to get 123 | the latest machine learning features, simplify end-to-end journeys, and productionize models with MLOps. 124 | 125 | [Cloud Auto ML](https://cloud.google.com/automl/docs/) makes the power 126 | of machine learning available to you even if you have limited knowledge 127 | of machine learning. You can use AutoML to build on Google's machine 128 | learning capabilities to create your own custom machine learning models 129 | that are tailored to your business needs, and then integrate those 130 | models into your applications and web sites. 131 | 132 | See the [Cloud Auto ML client library docs](https://cloud.google.com/java/docs/reference/google-cloud-automl/latest/history) 133 | to learn how to use this Cloud Auto ML Client Library. 134 | 135 | 136 | 137 | 138 | 139 | 140 | ## Samples 141 | 142 | Samples are in the [`samples/`](https://github.com/googleapis/java-automl/tree/main/samples) directory. 143 | 144 | | Sample | Source Code | Try it | 145 | | --------------------------- | --------------------------------- | ------ | 146 | | Dataset Api | [source code](https://github.com/googleapis/java-automl/blob/main/samples/snippets/src/main/java/com/google/cloud/translate/automl/DatasetApi.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-automl&page=editor&open_in_editor=samples/snippets/src/main/java/com/google/cloud/translate/automl/DatasetApi.java) | 147 | | Model Api | [source code](https://github.com/googleapis/java-automl/blob/main/samples/snippets/src/main/java/com/google/cloud/translate/automl/ModelApi.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-automl&page=editor&open_in_editor=samples/snippets/src/main/java/com/google/cloud/translate/automl/ModelApi.java) | 148 | | Classification Undeploy Model | [source code](https://github.com/googleapis/java-automl/blob/main/samples/snippets/src/main/java/com/google/cloud/vision/ClassificationUndeployModel.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-automl&page=editor&open_in_editor=samples/snippets/src/main/java/com/google/cloud/vision/ClassificationUndeployModel.java) | 149 | | Prediction Api | [source code](https://github.com/googleapis/java-automl/blob/main/samples/snippets/src/main/java/com/google/cloud/vision/PredictionApi.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-automl&page=editor&open_in_editor=samples/snippets/src/main/java/com/google/cloud/vision/PredictionApi.java) | 150 | | Classification Undeploy Model | [source code](https://github.com/googleapis/java-automl/blob/main/samples/snippets/src/main/java/com/google/cloud/vision/samples/automl/ClassificationUndeployModel.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-automl&page=editor&open_in_editor=samples/snippets/src/main/java/com/google/cloud/vision/samples/automl/ClassificationUndeployModel.java) | 151 | | Model Api | [source code](https://github.com/googleapis/java-automl/blob/main/samples/snippets/src/main/java/com/google/cloud/vision/samples/automl/ModelApi.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-automl&page=editor&open_in_editor=samples/snippets/src/main/java/com/google/cloud/vision/samples/automl/ModelApi.java) | 152 | | Prediction Api | [source code](https://github.com/googleapis/java-automl/blob/main/samples/snippets/src/main/java/com/google/cloud/vision/samples/automl/PredictionApi.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-automl&page=editor&open_in_editor=samples/snippets/src/main/java/com/google/cloud/vision/samples/automl/PredictionApi.java) | 153 | 154 | 155 | 156 | ## Troubleshooting 157 | 158 | To get help, follow the instructions in the [shared Troubleshooting document][troubleshooting]. 159 | 160 | ## Transport 161 | 162 | Cloud Auto ML uses gRPC for the transport layer. 163 | 164 | ## Supported Java Versions 165 | 166 | Java 8 or above is required for using this client. 167 | 168 | Google's Java client libraries, 169 | [Google Cloud Client Libraries][cloudlibs] 170 | and 171 | [Google Cloud API Libraries][apilibs], 172 | follow the 173 | [Oracle Java SE support roadmap][oracle] 174 | (see the Oracle Java SE Product Releases section). 175 | 176 | ### For new development 177 | 178 | In general, new feature development occurs with support for the lowest Java 179 | LTS version covered by Oracle's Premier Support (which typically lasts 5 years 180 | from initial General Availability). If the minimum required JVM for a given 181 | library is changed, it is accompanied by a [semver][semver] major release. 182 | 183 | Java 11 and (in September 2021) Java 17 are the best choices for new 184 | development. 185 | 186 | ### Keeping production systems current 187 | 188 | Google tests its client libraries with all current LTS versions covered by 189 | Oracle's Extended Support (which typically lasts 8 years from initial 190 | General Availability). 191 | 192 | #### Legacy support 193 | 194 | Google's client libraries support legacy versions of Java runtimes with long 195 | term stable libraries that don't receive feature updates on a best efforts basis 196 | as it may not be possible to backport all patches. 197 | 198 | Google provides updates on a best efforts basis to apps that continue to use 199 | Java 7, though apps might need to upgrade to current versions of the library 200 | that supports their JVM. 201 | 202 | #### Where to find specific information 203 | 204 | The latest versions and the supported Java versions are identified on 205 | the individual GitHub repository `github.com/GoogleAPIs/java-SERVICENAME` 206 | and on [google-cloud-java][g-c-j]. 207 | 208 | ## Versioning 209 | 210 | 211 | This library follows [Semantic Versioning](http://semver.org/). 212 | 213 | 214 | 215 | ## Contributing 216 | 217 | 218 | Contributions to this library are always welcome and highly encouraged. 219 | 220 | See [CONTRIBUTING][contributing] for more information how to get started. 221 | 222 | Please note that this project is released with a Contributor Code of Conduct. By participating in 223 | this project you agree to abide by its terms. See [Code of Conduct][code-of-conduct] for more 224 | information. 225 | 226 | 227 | ## License 228 | 229 | Apache 2.0 - See [LICENSE][license] for more information. 230 | 231 | ## CI Status 232 | 233 | Java Version | Status 234 | ------------ | ------ 235 | Java 8 | [![Kokoro CI][kokoro-badge-image-2]][kokoro-badge-link-2] 236 | Java 8 OSX | [![Kokoro CI][kokoro-badge-image-3]][kokoro-badge-link-3] 237 | Java 8 Windows | [![Kokoro CI][kokoro-badge-image-4]][kokoro-badge-link-4] 238 | Java 11 | [![Kokoro CI][kokoro-badge-image-5]][kokoro-badge-link-5] 239 | 240 | Java is a registered trademark of Oracle and/or its affiliates. 241 | 242 | [product-docs]: https://cloud.google.com/automl/docs/ 243 | [javadocs]: https://cloud.google.com/java/docs/reference/google-cloud-automl/latest/history 244 | [kokoro-badge-image-1]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java7.svg 245 | [kokoro-badge-link-1]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java7.html 246 | [kokoro-badge-image-2]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java8.svg 247 | [kokoro-badge-link-2]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java8.html 248 | [kokoro-badge-image-3]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java8-osx.svg 249 | [kokoro-badge-link-3]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java8-osx.html 250 | [kokoro-badge-image-4]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java8-win.svg 251 | [kokoro-badge-link-4]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java8-win.html 252 | [kokoro-badge-image-5]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java11.svg 253 | [kokoro-badge-link-5]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-automl/java11.html 254 | [stability-image]: https://img.shields.io/badge/stability-stable-green 255 | [maven-version-image]: https://img.shields.io/maven-central/v/com.google.cloud/google-cloud-automl.svg 256 | [maven-version-link]: https://search.maven.org/search?q=g:com.google.cloud%20AND%20a:google-cloud-automl&core=gav 257 | [authentication]: https://github.com/googleapis/google-cloud-java#authentication 258 | [auth-scopes]: https://developers.google.com/identity/protocols/oauth2/scopes 259 | [predefined-iam-roles]: https://cloud.google.com/iam/docs/understanding-roles#predefined_roles 260 | [iam-policy]: https://cloud.google.com/iam/docs/overview#cloud-iam-policy 261 | [developer-console]: https://console.developers.google.com/ 262 | [create-project]: https://cloud.google.com/resource-manager/docs/creating-managing-projects 263 | [cloud-sdk]: https://cloud.google.com/sdk/ 264 | [troubleshooting]: https://github.com/googleapis/google-cloud-common/blob/main/troubleshooting/readme.md#troubleshooting 265 | [contributing]: https://github.com/googleapis/java-automl/blob/main/CONTRIBUTING.md 266 | [code-of-conduct]: https://github.com/googleapis/java-automl/blob/main/CODE_OF_CONDUCT.md#contributor-code-of-conduct 267 | [license]: https://github.com/googleapis/java-automl/blob/main/LICENSE 268 | [enable-billing]: https://cloud.google.com/apis/docs/getting-started#enabling_billing 269 | [enable-api]: https://console.cloud.google.com/flows/enableapi?apiid=automl.googleapis.com 270 | [libraries-bom]: https://github.com/GoogleCloudPlatform/cloud-opensource-java/wiki/The-Google-Cloud-Platform-Libraries-BOM 271 | [shell_img]: https://gstatic.com/cloudssh/images/open-btn.png 272 | 273 | [semver]: https://semver.org/ 274 | [cloudlibs]: https://cloud.google.com/apis/docs/client-libraries-explained 275 | [apilibs]: https://cloud.google.com/apis/docs/client-libraries-explained#google_api_client_libraries 276 | [oracle]: https://www.oracle.com/java/technologies/java-se-support-roadmap.html 277 | [g-c-j]: http://github.com/googleapis/google-cloud-java 278 | --------------------------------------------------------------------------------