Hanzo Java API Library

The Hanzo Java SDK provides convenient access to the Hanzo REST API from applications written in Java.

The Hanzo Java SDK is similar to the Hanzo Kotlin SDK but with minor differences that make it more ergonomic for use in Java, such as Optional instead of nullable values, Stream instead of Sequence, and CompletableFuture instead of suspend functions.

It is generated with Stainless.

The REST API documentation can be found on docs.hanzo.ai. Javadocs are also available on javadoc.io.

Installation

Gradle

implementation("ai.hanzo.api:hanzo-java:0.1.0-alpha.2")

Maven

<dependency>
  <groupId>ai.hanzo.api</groupId>
  <artifactId>hanzo-java</artifactId>
  <version>0.1.0-alpha.2</version>
</dependency>

Requirements

This library requires Java 8 or later.

Usage

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;
import ai.hanzo.api.models.ClientGetHomeParams;
import ai.hanzo.api.models.ClientGetHomeResponse;

// Configures using the `HANZO_API_KEY` environment variable
HanzoClient client = HanzoOkHttpClient.fromEnv();

ClientGetHomeResponse response = client.getHome();

Client configuration

Configure the client using environment variables:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;

// Configures using the `HANZO_API_KEY` environment variable
HanzoClient client = HanzoOkHttpClient.fromEnv();

Or manually:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;

HanzoClient client = HanzoOkHttpClient.builder()
    .apiKey("My API Key")
    .build();

Or using a combination of the two approaches:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;

HanzoClient client = HanzoOkHttpClient.builder()
    // Configures using the `HANZO_API_KEY` environment variable
    .fromEnv()
    .apiKey("My API Key")
    .build();

See this table for the available options:

Setter	Environment variable	Required	Default value
`apiKey`	`HANZO_API_KEY`	true	-

Tip

Don't create more than one client in the same application. Each client has a connection pool and thread pools, which are more efficient to share between requests.

Requests and responses

To send a request to the Hanzo API, build an instance of some Params class and pass it to the corresponding client method. When the response is received, it will be deserialized into an instance of a Java class.

For example, client.getHome(...) should be called with an instance of ClientGetHomeParams, and it will return an instance of ClientGetHomeResponse.

Immutability

Each class in the SDK has an associated builder or factory method for constructing it.

Each class is immutable once constructed. If the class has an associated builder, then it has a toBuilder() method, which can be used to convert it back to a builder for making a modified copy.

Because each class is immutable, builder modification will never affect already built class instances.

Asynchronous execution

The default client is synchronous. To switch to asynchronous execution, call the async() method:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;
import ai.hanzo.api.models.ClientGetHomeParams;
import ai.hanzo.api.models.ClientGetHomeResponse;
import java.util.concurrent.CompletableFuture;

// Configures using the `HANZO_API_KEY` environment variable
HanzoClient client = HanzoOkHttpClient.fromEnv();

CompletableFuture<ClientGetHomeResponse> response = client.async().getHome();

Or create an asynchronous client from the beginning:

import ai.hanzo.api.client.HanzoClientAsync;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClientAsync;
import ai.hanzo.api.models.ClientGetHomeParams;
import ai.hanzo.api.models.ClientGetHomeResponse;
import java.util.concurrent.CompletableFuture;

// Configures using the `HANZO_API_KEY` environment variable
HanzoClientAsync client = HanzoOkHttpClientAsync.fromEnv();

CompletableFuture<ClientGetHomeResponse> response = client.getHome();

The asynchronous client supports the same options as the synchronous one, except most methods return CompletableFutures.

File uploads

The SDK defines methods that accept files.

To upload a file, pass a Path:

import ai.hanzo.api.models.audio.transcriptions.TranscriptionCreateParams;
import ai.hanzo.api.models.audio.transcriptions.TranscriptionCreateResponse;
import java.nio.file.Paths;

TranscriptionCreateParams params = TranscriptionCreateParams.builder()
    .file(Paths.get("/path/to/file"))
    .build();
TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);

Or an arbitrary InputStream:

import ai.hanzo.api.models.audio.transcriptions.TranscriptionCreateParams;
import ai.hanzo.api.models.audio.transcriptions.TranscriptionCreateResponse;
import java.net.URL;

TranscriptionCreateParams params = TranscriptionCreateParams.builder()
    .file(new URL("https://example.com//path/to/file").openStream())
    .build();
TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);

Or a byte[] array:

import ai.hanzo.api.models.audio.transcriptions.TranscriptionCreateParams;
import ai.hanzo.api.models.audio.transcriptions.TranscriptionCreateResponse;

TranscriptionCreateParams params = TranscriptionCreateParams.builder()
    .file("content".getBytes())
    .build();
TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);

Note that when passing a non-Path its filename is unknown so it will not be included in the request. To manually set a filename, pass a MultipartField:

import ai.hanzo.api.core.MultipartField;
import ai.hanzo.api.models.audio.transcriptions.TranscriptionCreateParams;
import ai.hanzo.api.models.audio.transcriptions.TranscriptionCreateResponse;
import java.io.InputStream;
import java.net.URL;

TranscriptionCreateParams params = TranscriptionCreateParams.builder()
    .file(MultipartField.<InputStream>builder()
        .value(new URL("https://example.com//path/to/file").openStream())
        .filename("/path/to/file")
        .build())
    .build();
TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);

Raw responses

The SDK defines methods that deserialize responses into instances of Java classes. However, these methods don't provide access to the response headers, status code, or the raw response body.

To access this data, prefix any HTTP method call on a client or service with withRawResponse():

import ai.hanzo.api.core.http.Headers;
import ai.hanzo.api.core.http.HttpResponseFor;
import ai.hanzo.api.models.ClientGetHomeParams;
import ai.hanzo.api.models.ClientGetHomeResponse;

HttpResponseFor<ClientGetHomeResponse> response = client.withRawResponse().getHome();

int statusCode = response.statusCode();
Headers headers = response.headers();

You can still deserialize the response into an instance of a Java class if needed:

import ai.hanzo.api.models.ClientGetHomeResponse;

ClientGetHomeResponse parsedResponse = response.parse();

Error handling

The SDK throws custom unchecked exception types:

HanzoServiceException: Base class for HTTP errors. See this table for which exception subclass is thrown for each HTTP status code:

Status	Exception
400	`BadRequestException`
401	`UnauthorizedException`
403	`PermissionDeniedException`
404	`NotFoundException`
422	`UnprocessableEntityException`
429	`RateLimitException`
5xx	`InternalServerException`
others	`UnexpectedStatusCodeException`

HanzoIoException: I/O networking errors.
HanzoInvalidDataException: Failure to interpret successfully parsed data. For example, when accessing a property that's supposed to be required, but the API unexpectedly omitted it from the response.
HanzoException: Base class for all exceptions. Most errors will result in one of the previously mentioned ones, but completely generic errors may be thrown using the base class.

Logging

The SDK uses the standard OkHttp logging interceptor.

Enable logging by setting the HANZO_LOG environment variable to info:

$ export HANZO_LOG=info

Or to debug for more verbose logging:

$ export HANZO_LOG=debug

Network options

Retries

The SDK automatically retries 2 times by default, with a short exponential backoff.

Only the following error types are retried:

Connection errors (for example, due to a network connectivity problem)
408 Request Timeout
409 Conflict
429 Rate Limit
5xx Internal

The API may also explicitly instruct the SDK to retry or not retry a response.

To set a custom number of retries, configure the client using the maxRetries method:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;

HanzoClient client = HanzoOkHttpClient.builder()
    .fromEnv()
    .maxRetries(4)
    .build();

Timeouts

Requests time out after 1 minute by default.

To set a custom timeout, configure the method call using the timeout method:

import ai.hanzo.api.models.ClientGetHomeParams;
import ai.hanzo.api.models.ClientGetHomeResponse;

ClientGetHomeResponse response = client.getHome(RequestOptions.builder().timeout(Duration.ofSeconds(30)).build());

Or configure the default for all method calls at the client level:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;
import java.time.Duration;

HanzoClient client = HanzoOkHttpClient.builder()
    .fromEnv()
    .timeout(Duration.ofSeconds(30))
    .build();

Proxies

To route requests through a proxy, configure the client using the proxy method:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;
import java.net.InetSocketAddress;
import java.net.Proxy;

HanzoClient client = HanzoOkHttpClient.builder()
    .fromEnv()
    .proxy(new Proxy(
      Proxy.Type.HTTP, new InetSocketAddress(
        "https://example.com", 8080
      )
    ))
    .build();

Environments

The SDK sends requests to the production by default. To send requests to a different environment, configure the client like so:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;

HanzoClient client = HanzoOkHttpClient.builder()
    .fromEnv()
    .sandbox()
    .build();

Undocumented API functionality

The SDK is typed for convenient usage of the documented API. However, it also supports working with undocumented or not yet supported parts of the API.

Parameters

To set undocumented parameters, call the putAdditionalHeader, putAdditionalQueryParam, or putAdditionalBodyProperty methods on any Params class:

import ai.hanzo.api.core.JsonValue;
import ai.hanzo.api.models.ClientGetHomeParams;

ClientGetHomeParams params = ClientGetHomeParams.builder()
    .putAdditionalHeader("Secret-Header", "42")
    .putAdditionalQueryParam("secret_query_param", "42")
    .putAdditionalBodyProperty("secretProperty", JsonValue.from("42"))
    .build();

These can be accessed on the built object later using the _additionalHeaders(), _additionalQueryParams(), and _additionalBodyProperties() methods.

To set undocumented parameters on nested headers, query params, or body classes, call the putAdditionalProperty method on the nested class:

import ai.hanzo.api.core.JsonValue;
import ai.hanzo.api.models.model.ModelCreateParams;

ModelCreateParams params = ModelCreateParams.builder()
    .llmParams(ModelCreateParams.LlmParams.builder()
        .putAdditionalProperty("secretProperty", JsonValue.from("42"))
        .build())
    .build();

These properties can be accessed on the nested built object later using the _additionalProperties() method.

To set a documented parameter or property to an undocumented or not yet supported value, pass a JsonValue object to its setter:

import ai.hanzo.api.models.ClientGetHomeParams;

ClientGetHomeParams params = ClientGetHomeParams.builder().build();

The most straightforward way to create a JsonValue is using its from(...) method:

import ai.hanzo.api.core.JsonValue;
import java.util.List;
import java.util.Map;

// Create primitive JSON values
JsonValue nullValue = JsonValue.from(null);
JsonValue booleanValue = JsonValue.from(true);
JsonValue numberValue = JsonValue.from(42);
JsonValue stringValue = JsonValue.from("Hello World!");

// Create a JSON array value equivalent to `["Hello", "World"]`
JsonValue arrayValue = JsonValue.from(List.of(
  "Hello", "World"
));

// Create a JSON object value equivalent to `{ "a": 1, "b": 2 }`
JsonValue objectValue = JsonValue.from(Map.of(
  "a", 1,
  "b", 2
));

// Create an arbitrarily nested JSON equivalent to:
// {
//   "a": [1, 2],
//   "b": [3, 4]
// }
JsonValue complexValue = JsonValue.from(Map.of(
  "a", List.of(
    1, 2
  ),
  "b", List.of(
    3, 4
  )
));

Response properties

To access undocumented response properties, call the _additionalProperties() method:

import ai.hanzo.api.core.JsonValue;
import java.util.Map;

Map<String, JsonValue> additionalProperties = client.utils().tokenCounter(params)._additionalProperties();
JsonValue secretPropertyValue = additionalProperties.get("secretProperty");

String result = secretPropertyValue.accept(new JsonValue.Visitor<>() {
    @Override
    public String visitNull() {
        return "It's null!";
    }

    @Override
    public String visitBoolean(boolean value) {
        return "It's a boolean!";
    }

    @Override
    public String visitNumber(Number value) {
        return "It's a number!";
    }

    // Other methods include `visitMissing`, `visitString`, `visitArray`, and `visitObject`
    // The default implementation of each unimplemented method delegates to `visitDefault`, which throws by default, but can also be overridden
});

To access a property's raw JSON value, which may be undocumented, call its _ prefixed method:

import ai.hanzo.api.core.JsonField;
import java.util.Optional;

JsonField<String> model = client.utils().tokenCounter(params)._model();

if (model.isMissing()) {
  // The property is absent from the JSON response
} else if (model.isNull()) {
  // The property was set to literal null
} else {
  // Check if value was provided as a string
  // Other methods include `asNumber()`, `asBoolean()`, etc.
  Optional<String> jsonString = model.asString();

  // Try to deserialize into a custom type
  MyClass myObject = model.asUnknown().orElseThrow().convert(MyClass.class);
}

Response validation

In rare cases, the API may return a response that doesn't match the expected type. For example, the SDK may expect a property to contain a String, but the API could return something else.

By default, the SDK will not throw an exception in this case. It will throw HanzoInvalidDataException only if you directly access the property.

If you would prefer to check that the response is completely well-typed upfront, then either call validate():

import ai.hanzo.api.models.utils.UtilTokenCounterResponse;

UtilTokenCounterResponse response = client.utils().tokenCounter(params).validate();

Or configure the method call to validate the response using the responseValidation method:

import ai.hanzo.api.models.ClientGetHomeParams;
import ai.hanzo.api.models.ClientGetHomeResponse;

ClientGetHomeResponse response = client.getHome(RequestOptions.builder().responseValidation(true).build());

Or configure the default for all method calls at the client level:

import ai.hanzo.api.client.HanzoClient;
import ai.hanzo.api.client.okhttp.HanzoOkHttpClient;

HanzoClient client = HanzoOkHttpClient.builder()
    .fromEnv()
    .responseValidation(true)
    .build();

FAQ

Why don't you use plain `enum` classes?

Java enum classes are not trivially forwards compatible. Using them in the SDK could cause runtime exceptions if the API is updated to respond with a new enum value.

Why do you represent fields using `JsonField<T>` instead of just plain `T`?

Using JsonField<T> enables a few features:

Allowing usage of undocumented API functionality
Lazily validating the API response against the expected shape
Representing absent vs explicitly null values

Why don't you use `data` classes?

It is not backwards compatible to add new fields to a data class and we don't want to introduce a breaking change every time we add a field to a class.

Why don't you use checked exceptions?

Checked exceptions are widely considered a mistake in the Java programming language. In fact, they were omitted from Kotlin for this reason.

Checked exceptions:

Are verbose to handle
Encourage error handling at the wrong level of abstraction, where nothing can be done about the error
Are tedious to propagate due to the function coloring problem
Don't play well with lambdas (also due to the function coloring problem)

Semantic versioning

This package generally follows SemVer conventions, though certain backwards-incompatible changes may be released as minor versions:

Changes to library internals which are technically public but not intended or documented for external use. (Please open a GitHub issue to let us know if you are relying on such internals.)
Changes that we do not expect to impact the vast majority of users in practice.

We take backwards-compatibility seriously and work hard to ensure you can rely on a smooth upgrade experience.

We are keen for your feedback; please open an issue with questions, bugs, or suggestions.

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
.devcontainer		.devcontainer
.github/workflows		.github/workflows
bin		bin
buildSrc		buildSrc
gradle/wrapper		gradle/wrapper
hanzo-java-client-okhttp		hanzo-java-client-okhttp
hanzo-java-core		hanzo-java-core
hanzo-java-example		hanzo-java-example
hanzo-java-lib		hanzo-java-lib
hanzo-java		hanzo-java
scripts		scripts
.gitattributes		.gitattributes
.gitignore		.gitignore
.release-please-manifest.json		.release-please-manifest.json
.stats.yml		.stats.yml
CHANGELOG.md		CHANGELOG.md
LICENSE		LICENSE
README.md		README.md
SECURITY.md		SECURITY.md
build.gradle.kts		build.gradle.kts
gradle.properties		gradle.properties
gradlew		gradlew
gradlew.bat		gradlew.bat
release-please-config.json		release-please-config.json
settings.gradle.kts		settings.gradle.kts

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Hanzo Java API Library

Installation

Gradle

Maven

Requirements

Usage

Client configuration

Requests and responses

Immutability

Asynchronous execution

File uploads

Raw responses

Error handling

Logging

Network options

Retries

Timeouts

Proxies

Environments

Undocumented API functionality

Parameters

Response properties

Response validation

FAQ

Why don't you use plain `enum` classes?

Why do you represent fields using `JsonField<T>` instead of just plain `T`?

Why don't you use `data` classes?

Why don't you use checked exceptions?

Semantic versioning

About

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Packages

Contributors 3

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hanzoai/java-sdk

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Repository files navigation

Hanzo Java API Library

Installation

Gradle

Maven

Requirements

Usage

Client configuration

Requests and responses

Immutability

Asynchronous execution

File uploads

Raw responses

Error handling

Logging

Network options

Retries

Timeouts

Proxies

Environments

Undocumented API functionality

Parameters

Response properties

Response validation

FAQ

Why don't you use plain enum classes?

Why do you represent fields using JsonField<T> instead of just plain T?

Why don't you use data classes?

Why don't you use checked exceptions?

Semantic versioning

About

Resources

License

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Contributors 3

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Why don't you use plain `enum` classes?

Why do you represent fields using `JsonField<T>` instead of just plain `T`?

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