├── .github ├── release-please.yml └── release-trigger.yml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md └── SECURITY.md /.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 | -------------------------------------------------------------------------------- /.github/release-trigger.yml: -------------------------------------------------------------------------------- 1 | enabled: true 2 | multiScmName: java-aiplatform 3 | -------------------------------------------------------------------------------- /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. If for any reason you 78 | are uncomfortable reaching out to the Project Steward, please email 79 | opensource@google.com. 80 | 81 | We will investigate every complaint, but you may not receive a direct response. 82 | We will use our discretion in determining when and how to follow up on reported 83 | incidents, which may range from not taking action to permanent expulsion from 84 | the project and project-sponsored spaces. We will notify the accused of the 85 | report and provide them an opportunity to discuss it before any action is taken. 86 | The identity of the reporter will be omitted from the details of the report 87 | supplied to the accused. In potentially harmful situations, such as ongoing 88 | harassment or threats to anyone's safety, we may take action without notice. 89 | 90 | ## Attribution 91 | 92 | This Code of Conduct is adapted from the Contributor Covenant, version 1.4, 93 | available at 94 | https://www.contributor-covenant.org/version/1/4/code-of-conduct.html -------------------------------------------------------------------------------- /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 -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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You will also need to set up the local development environment by 61 | [installing the Google Cloud SDK][cloud-sdk] and running the following commands in command line: 62 | `gcloud auth login` and `gcloud config set project [YOUR PROJECT ID]`. 63 | 64 | ### Installation and setup 65 | 66 | You'll need to obtain the `google-cloud-aiplatform` library. See the [Quickstart](#quickstart) section 67 | to add `google-cloud-aiplatform` as a dependency in your code. 68 | 69 | ## About Vertex AI 70 | 71 | 72 | [Vertex AI][product-docs] is an integrated suite of machine learning tools and services for building and using ML models with AutoML or custom code. It offers both novices and experts the best workbench for the entire machine learning development lifecycle. 73 | 74 | See the [Vertex AI client library docs][javadocs] to learn how to 75 | use this Vertex AI Client Library. 76 | 77 | 78 | 79 | 80 | 81 | 82 | ## Troubleshooting 83 | 84 | To get help, follow the instructions in the [shared Troubleshooting document][troubleshooting]. 85 | 86 | ## Transport 87 | 88 | Vertex AI uses gRPC for the transport layer. 89 | 90 | ## Supported Java Versions 91 | 92 | Java 8 or above is required for using this client. 93 | 94 | Google's Java client libraries, 95 | [Google Cloud Client Libraries][cloudlibs] 96 | and 97 | [Google Cloud API Libraries][apilibs], 98 | follow the 99 | [Oracle Java SE support roadmap][oracle] 100 | (see the Oracle Java SE Product Releases section). 101 | 102 | ### For new development 103 | 104 | In general, new feature development occurs with support for the lowest Java 105 | LTS version covered by Oracle's Premier Support (which typically lasts 5 years 106 | from initial General Availability). If the minimum required JVM for a given 107 | library is changed, it is accompanied by a [semver][semver] major release. 108 | 109 | Java 11 and (in September 2021) Java 17 are the best choices for new 110 | development. 111 | 112 | ### Keeping production systems current 113 | 114 | Google tests its client libraries with all current LTS versions covered by 115 | Oracle's Extended Support (which typically lasts 8 years from initial 116 | General Availability). 117 | 118 | #### Legacy support 119 | 120 | Google's client libraries support legacy versions of Java runtimes with long 121 | term stable libraries that don't receive feature updates on a best efforts basis 122 | as it may not be possible to backport all patches. 123 | 124 | Google provides updates on a best efforts basis to apps that continue to use 125 | Java 7, though apps might need to upgrade to current versions of the library 126 | that supports their JVM. 127 | 128 | #### Where to find specific information 129 | 130 | The latest versions and the supported Java versions are identified on 131 | the individual GitHub repository `github.com/GoogleAPIs/java-SERVICENAME` 132 | and on [google-cloud-java][g-c-j]. 133 | 134 | ## Versioning 135 | 136 | 137 | This library follows [Semantic Versioning](http://semver.org/). 138 | 139 | 140 | 141 | ## Contributing 142 | 143 | 144 | Contributions to this library are always welcome and highly encouraged. 145 | 146 | See [CONTRIBUTING][contributing] for more information how to get started. 147 | 148 | Please note that this project is released with a Contributor Code of Conduct. By participating in 149 | this project you agree to abide by its terms. See [Code of Conduct][code-of-conduct] for more 150 | information. 151 | 152 | 153 | ## License 154 | 155 | Apache 2.0 - See [LICENSE][license] for more information. 156 | 157 | ## CI Status 158 | 159 | Java Version | Status 160 | ------------ | ------ 161 | Java 8 | [![Kokoro CI][kokoro-badge-image-2]][kokoro-badge-link-2] 162 | Java 8 OSX | [![Kokoro CI][kokoro-badge-image-3]][kokoro-badge-link-3] 163 | Java 8 Windows | [![Kokoro CI][kokoro-badge-image-4]][kokoro-badge-link-4] 164 | Java 11 | [![Kokoro CI][kokoro-badge-image-5]][kokoro-badge-link-5] 165 | 166 | Java is a registered trademark of Oracle and/or its affiliates. 167 | 168 | [product-docs]: https://cloud.google.com/vertex-ai/docs 169 | [javadocs]: https://cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/history 170 | [kokoro-badge-image-1]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java7.svg 171 | [kokoro-badge-link-1]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java7.html 172 | [kokoro-badge-image-2]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java8.svg 173 | [kokoro-badge-link-2]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java8.html 174 | [kokoro-badge-image-3]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java8-osx.svg 175 | [kokoro-badge-link-3]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java8-osx.html 176 | [kokoro-badge-image-4]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java8-win.svg 177 | [kokoro-badge-link-4]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java8-win.html 178 | [kokoro-badge-image-5]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java11.svg 179 | [kokoro-badge-link-5]: http://storage.googleapis.com/cloud-devrel-public/java/badges/java-aiplatform/java11.html 180 | [stability-image]: https://img.shields.io/badge/stability-stable-green 181 | [maven-version-image]: https://img.shields.io/maven-central/v/com.google.cloud/google-cloud-aiplatform.svg 182 | [maven-version-link]: https://search.maven.org/search?q=g:com.google.cloud%20AND%20a:google-cloud-aiplatform&core=gav 183 | [authentication]: https://github.com/googleapis/google-cloud-java#authentication 184 | [auth-scopes]: https://developers.google.com/identity/protocols/oauth2/scopes 185 | [predefined-iam-roles]: https://cloud.google.com/iam/docs/understanding-roles#predefined_roles 186 | [iam-policy]: https://cloud.google.com/iam/docs/overview#cloud-iam-policy 187 | [developer-console]: https://console.developers.google.com/ 188 | [create-project]: https://cloud.google.com/resource-manager/docs/creating-managing-projects 189 | [cloud-sdk]: https://cloud.google.com/sdk/ 190 | [troubleshooting]: https://github.com/googleapis/google-cloud-common/blob/main/troubleshooting/readme.md#troubleshooting 191 | [contributing]: https://github.com/googleapis/java-aiplatform/blob/main/CONTRIBUTING.md 192 | [code-of-conduct]: https://github.com/googleapis/java-aiplatform/blob/main/CODE_OF_CONDUCT.md#contributor-code-of-conduct 193 | [license]: https://github.com/googleapis/java-aiplatform/blob/main/LICENSE 194 | [enable-billing]: https://cloud.google.com/apis/docs/getting-started#enabling_billing 195 | [enable-api]: https://console.cloud.google.com/flows/enableapi?apiid=aiplatform.googleapis.com 196 | [libraries-bom]: https://github.com/GoogleCloudPlatform/cloud-opensource-java/wiki/The-Google-Cloud-Platform-Libraries-BOM 197 | [shell_img]: https://gstatic.com/cloudssh/images/open-btn.png 198 | 199 | [semver]: https://semver.org/ 200 | [cloudlibs]: https://cloud.google.com/apis/docs/client-libraries-explained 201 | [apilibs]: https://cloud.google.com/apis/docs/client-libraries-explained#google_api_client_libraries 202 | [oracle]: https://www.oracle.com/java/technologies/java-se-support-roadmap.html 203 | [g-c-j]: http://github.com/googleapis/google-cloud-java 204 | -------------------------------------------------------------------------------- /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 | --------------------------------------------------------------------------------