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Chapter 2. Managing services
2.1. Configuring OpenAPI services
The OpenAPI Specification (OAS) defines a standard, programming language-agnostic interface for HTTP APIs. You can understand a service’s capabilities without access to the source code, additional documentation, or network traffic inspection. When you define a service by using the OpenAPI, you can understand and interact with it using minimal implementation logic. Just as interface descriptions simplify lower-level programming, the OpenAPI Specification eliminates guesswork in calling a service.
2.1.1. OpenAPI function definition
OpenShift Serverless Logic allows the workflows to interact with remote services using an OpenAPI specfication reference in a function.
Example OpenAPI function definition
{ "functions": [ { "name": "myFunction1", "operation": "classpath:/myopenapi-file.yaml#myFunction1" } ] }
The operation
attribute is a string
composed of the following parameters:
-
URI
: The engine uses this to locate the specification file, such asclasspath
. - Operation identifier: You can find this identifier in the OpenAPI specification file.
OpenShift Serverless Logic supports the following URI schemes:
-
classpath: Use this for files located in the
src/main/resources
folder of the application project.classpath
is the default URI scheme. If you do not define a URI scheme, the file location issrc/main/resources/myopenapifile.yaml
. - file: Use this for files located in the file system.
- http or https: Use these for remotely located files.
Ensure the OpenAPI specification files are available during build time. OpenShift Serverless Logic uses an internal code generation feature to send requests at runtime. After you build the application image, OpenShift Serverless Logic will not have access to these files.
If the OpenAPI service you want to add to the workflow does not have a specification file, you can either create one or update the service to generate and expose the file.
2.1.2. Sending REST requests based on the OpenAPI specification
To send REST requests that are based on the OpenAPI specification files, you must perform the following procedures:
- Define the function references
- Access the defined functions in the workflow states
Prerequisites
- You have OpenShift Serverless Logic Operator installed on your cluster.
- You have access to a OpenShift Serverless Logic project with the appropriate roles and permissions to create applications and other workloads in OpenShift Container Platform.
- You have access to the OpenAPI specification files.
Procedure
To define the OpenAPI functions:
- Identify and access the OpenAPI specification files for the services you intend to invoke.
Copy the OpenAPI specification files into your workflow service directory, such as
src/main/resources/specs
.The following example shows the OpenAPI specification for the multiplication REST service:
Example multiplication REST service OpenAPI specification
openapi: 3.0.3 info: title: Generated API version: "1.0" paths: /: post: operationId: doOperation parameters: - in: header name: notUsed schema: type: string required: false requestBody: content: application/json: schema: $ref: '#/components/schemas/MultiplicationOperation' responses: "200": description: OK content: application/json: schema: type: object properties: product: format: float type: number components: schemas: MultiplicationOperation: type: object properties: leftElement: format: float type: number rightElement: format: float type: number
To define functions in the workflow, use the
operationId
from the OpenAPI specification to reference the desired operations in your function definitions.Example function definitions in the temperature conversion application
{ "functions": [ { "name": "multiplication", "operation": "specs/multiplication.yaml#doOperation" }, { "name": "subtraction", "operation": "specs/subtraction.yaml#doOperation" } ] }
-
Ensure that your function definitions reference the correct paths to the OpenAPI files stored in the
src/main/resources/specs
directory.
To access the defined functions in the workflow states:
- Define workflow actions to call the function definitions you added. Ensure each action references a function defined earlier.
Use the
functionRef
attribute to refer to the specific function by its name. Map the arguments in thefunctionRef
using the parameters defined in the OpenAPI specification.The following example shows about mapping parameters in the request path instead of request body, you can refer to the following PetStore API example:
Example for mapping function arguments in workflow
{ "states": [ { "name": "SetConstants", "type": "inject", "data": { "subtractValue": 32.0, "multiplyValue": 0.5556 }, "transition": "Computation" }, { "name": "Computation", "actionMode": "sequential", "type": "operation", "actions": [ { "name": "subtract", "functionRef": { "refName": "subtraction", "arguments": { "leftElement": ".fahrenheit", "rightElement": ".subtractValue" } } }, { "name": "multiply", "functionRef": { "refName": "multiplication", "arguments": { "leftElement": ".difference", "rightElement": ".multiplyValue" } } } ], "end": { "terminate": true } } ] }
-
Check the
Operation Object
section of the OpenAPI specification to understand how to structure parameters in the request. -
Use
jq
expressions to extract data from the payload and map it to the required parameters. Ensure the engine maps parameter names according to the OpenAPI specification. For operations requiring parameters in the request path instead of the body, refer to the parameter definitions in the OpenAPI specification.
For more information about mapping parameters in the request path instead of request body, you can refer to the following PetStore API example:
Example for mapping path parameters
{ "/pet/{petId}": { "get": { "tags": ["pet"], "summary": "Find pet by ID", "description": "Returns a single pet", "operationId": "getPetById", "parameters": [ { "name": "petId", "in": "path", "description": "ID of pet to return", "required": true, "schema": { "type": "integer", "format": "int64" } } ] } } }
Following is an example invocation of a function, in which only one parameter named
petId
is added in the request path:Example of calling the PetStore function
{ "name": "CallPetStore", 1 "actionMode": "sequential", "type": "operation", "actions": [ { "name": "getPet", "functionRef": { "refName": "getPetById", 2 "arguments": { 3 "petId": ".petId" } } } ] }
2.1.3. Configuring the endpoint URL of OpenAPI services
After accessing the function definitions in workflow states, you can configure the endpoint URL of OpenAPI services.
Prerequisites
- You have access to a OpenShift Serverless Logic project with the appropriate roles and permissions to create applications and other workloads in OpenShift Container Platform.
- You have created your OpenShift Serverless Logic project.
- You have access to the OpenAPI specification files.
- You have defined the function definitions in the workflow.
- You have the access to the defined functions in the workflow states.
Procedure
-
Locate the OpenAPI specification file you want to configure. For example,
substraction.yaml
. -
Convert the file name into a valid configuration key by replacing special characters, such as
.
, with underscores and converting letters to lowercase. For example, changesubstraction.yaml
tosubstraction_yaml
. To define the configuration key, use the converted file name as the REST client configuration key. Set this key as an environment variable, as shown in the following example:
quarkus.rest-client.subtraction_yaml.url=http://myserver.com
To prevent hardcoding URLs in the
application.properties
file, use environment variable substitution, as shown in the following example:quarkus.rest-client.subtraction_yaml.url=${SUBTRACTION_URL:http://myserver.com}
In this example:
-
Configuration Key:
quarkus.rest-client.subtraction_yaml.url
- Environment variable: SUBTRACTION_URL
-
Fallback URL:
http://myserver.com
-
Configuration Key:
-
Ensure that the
(SUBTRACTION_URL)
environment variable is set in your system or deployment environment. If the variable is not found, the application uses the fallback URL(http://myserver.com)
. Add the configuration key and URL substitution to the
application.properties
file:quarkus.rest-client.subtraction_yaml.url=${SUBTRACTION_URL:http://myserver.com}
- Deploy or restart your application to apply the new configuration settings.
2.2. Configuring OpenAPI services endpoints
OpenShift Serverless Logic uses the kogito.sw.operationIdStrategy
property to generate the REST client for invoking services defined in OpenAPI documents. This property determines how the configuration key is derived for the REST client configuration.
The kogito.sw.operationIdStrategy
property supports the following values: FILE_NAME
, FULL_URI
, FUNCTION_NAME
, and SPEC_TITLE
.
FILE_NAME
OpenShift Serverless Logic uses the OpenAPI document file name to create the configuration key. The key is based on the file name, where special characters are replaced with underscores.
Example configuration:
quarkus.rest-client.stock_portfolio_svc_yaml.url=http://localhost:8282/ 1
- 1
- The OpenAPI File Path is
src/main/resources/openapi/stock-portfolio-svc.yaml
. The generated key that configures the URL for the REST client isstock_portfolio_svc_yaml
FULL_URI
OpenShift Serverless Logic uses the complete URI path of the OpenAPI document as the configuration key. The full URI is sanitized to form the key.
Example for Serverless Workflow
{ "id": "myworkflow", "functions": [ { "name": "myfunction", "operation": "https://my.remote.host/apicatalog/apis/123/document" } ] ... }
Example configuration:
quarkus.rest-client.apicatalog_apis_123_document.url=http://localhost:8282/ 1
- 1
- The URI path is
https://my.remote.host/apicatalog/apis/123/document
. The generated key that configures the URL for the REST client isapicatalog_apis_123_document
.
FUNCTION_NAME
OpenShift Serverless Logic combines the workflow ID and the function name referencing the OpenAPI document to generate the configuration key.
Example for Serverless Workflow
{ "id": "myworkflow", "functions": [ { "name": "myfunction", "operation": "https://my.remote.host/apicatalog/apis/123/document" } ] ... }
Example configuration:
quarkus.rest-client.myworkflow_myfunction.url=http://localhost:8282/ 1
- 1
- The workflow ID is
myworkflow
. The function name ismyfunction
. The generated key that configures the URL for the REST client ismyworkflow_myfunction
.
SPEC_TITLE
OpenShift Serverless Logic uses the
info.title
value from the OpenAPI document to create the configuration key. The title is sanitized to form the key.Example for OpenAPI document
openapi: 3.0.3 info: title: stock-service API version: 2.0.0-SNAPSHOT paths: /stock-price/{symbol}: ...
Example configuration:
quarkus.rest-client.stock-service_API.url=http://localhost:8282/ 1
- 1
- The OpenAPI document title is
stock-service API
. The generated key that configures the URL for the REST client isstock-service_API
.
2.2.1. Using URI alias
As an alternative to the kogito.sw.operationIdStrategy
property, you can assign an alias to a URI by using the workflow-uri-definitions
custom extension. This alias simplifies the configuration process and can be used as a configuration key in REST client settings and function definitions.
The workflow-uri-definitions
extension allows you to map a URI to an alias, which you can reference throughout the workflow and in your configuration files. This approach provides a centralized way to manage URIs and their configurations.
Prerequisites
- You have access to a OpenShift Serverless Logic project with the appropriate roles and permissions to create applications and other workloads in OpenShift Container Platform.
- You have access to the OpenAPI specification files.
Procedure
Add the
workflow-uri-definitions
extension to your workflow. Within this extension, create aliases for your URIs.Example workflow
{ "extensions": [ { "extensionid": "workflow-uri-definitions", 1 "definitions": { "remoteCatalog": "https://my.remote.host/apicatalog/apis/123/document" 2 } } ], "functions": [ 3 { "name": "operation1", "operation": "remoteCatalog#operation1" }, { "name": "operation2", "operation": "remoteCatalog#operation2" } ] }
- 1
- Set the extension ID to
workflow-uri-definitions
. - 2
- Set the alias definition by mapping the
remoteCatalog
alias to a URI, for example,https://my.remote.host/apicatalog/apis/123/document
URI. - 3
- Set the function operations by using the
remoteCatalog
alias with the operation identifiers, for example,operation1
andoperation2
operation identifiers.In the
application.properties
file, configure the REST client by using the alias defined in the workflow.Example property
quarkus.rest-client.remoteCatalog.url=http://localhost:8282/
In the previous example, the configuration key is set to
quarkus.rest-client.remoteCatalog.url
, and the URL is set tohttp://localhost:8282/
, which the REST clients use by referring to theremoteCatalog
alias.In your workflow, use the alias when defining functions that operate on the URI.
Example Workflow (continued):
{ "functions": [ { "name": "operation1", "operation": "remoteCatalog#operation1" }, { "name": "operation2", "operation": "remoteCatalog#operation2" } ] }
2.3. Troubleshooting services
Efficient troubleshooting of the HTTP-based function invocations, such as those using OpenAPI functions, is crucial for maintaining workflow orchestrations.
To diagnose issues, you can trace HTTP requests and responses.
2.3.1. Tracing HTTP requests and responses
OpenShift Serverless Logic uses the Apache HTTP client to the trace HTTP requests and responses.
Prerequisites
- You have access to an OpenShift Serverless Logic project with the appropriate roles and permissions to create applications and other workloads in OpenShift Container Platform.
- You have access to the OpenAPI specification files.
- You have access to the workflow definition and instance IDs for correlating HTTP requests and responses.
- You have access to the log configuration of the application where the HTTP service invocations are occurring
Procedure
To trace HTTP requests and responses, OpenShift Serverless Logic uses the Apache HTTP client by setting the following property:
# Turning HTTP tracing on quarkus.log.category."org.apache.http".level=DEBUG
Add the following configuration to your application’s
application.properties
file to turn on debugging for the Apache HTTP Client:quarkus.log.category."org.apache.http".level=DEBUG
- Restart your application to propagate the log configuration changes.
After restarting, check the logs for HTTP request traces.
Example logs of a traced HTTP request
2023-09-25 19:00:55,242 DEBUG Executing request POST /v2/models/yolo-model/infer HTTP/1.1 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> POST /v2/models/yolo-model/infer HTTP/1.1 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> Accept: application/json 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> Content-Type: application/json 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> kogitoprocid: inferencepipeline 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> kogitoprocinstanceid: 85114b2d-9f64-496a-bf1d-d3a0760cde8e 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> kogitoprocist: Active 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> kogitoproctype: SW 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> kogitoprocversion: 1.0 2023-09-25 19:00:55,243 DEBUG http-outgoing-0 >> Content-Length: 23177723 2023-09-25 19:00:55,244 DEBUG http-outgoing-0 >> Host: yolo-model-opendatahub-model.apps.trustyai.dzzt.p1.openshiftapps.com
Check the logs for HTTP response traces following the request logs.
Example logs of a traced HTTP response
2023-09-25 19:01:00,738 DEBUG http-outgoing-0 << "HTTP/1.1 500 Internal Server Error[\r][\n]" 2023-09-25 19:01:00,738 DEBUG http-outgoing-0 << "content-type: application/json[\r][\n]" 2023-09-25 19:01:00,738 DEBUG http-outgoing-0 << "date: Mon, 25 Sep 2023 19:01:00 GMT[\r][\n]" 2023-09-25 19:01:00,738 DEBUG http-outgoing-0 << "content-length: 186[\r][\n]" 2023-09-25 19:01:00,738 DEBUG http-outgoing-0 << "set-cookie: 276e4597d7fcb3b2cba7b5f037eeacf5=5427fafade21f8e7a4ee1fa6c221cf40; path=/; HttpOnly; Secure; SameSite=None[\r][\n]" 2023-09-25 19:01:00,738 DEBUG http-outgoing-0 << "[\r][\n]" 2023-09-25 19:01:00,738 DEBUG http-outgoing-0 << "{"code":13, "message":"Failed to load Model due to adapter error: Error calling stat on model file: stat /models/yolo-model__isvc-1295fd6ba9/yolov5s-seg.onnx: no such file or directory"}"