From 4614f3755ffa26a4f17344d8bd5f35863d5760d3 Mon Sep 17 00:00:00 2001 From: manu-sj Date: Thu, 28 Aug 2025 14:18:41 +0200 Subject: [PATCH 1/8] adding documentation for model serving --- .../mlops/serving/deployment_endpoints.png | Bin 0 -> 560838 bytes docs/user_guides/mlops/serving/index.md | 4 + docs/user_guides/mlops/serving/rest-api.md | 103 +++++++++++++++++ .../mlops/serving/serving-rest-api-abc.md | 108 ++++++++++++++++++ mkdocs.yml | 1 + 5 files changed, 216 insertions(+) create mode 100644 docs/assets/images/guides/mlops/serving/deployment_endpoints.png create mode 100644 docs/user_guides/mlops/serving/rest-api.md create mode 100644 docs/user_guides/mlops/serving/serving-rest-api-abc.md diff --git a/docs/assets/images/guides/mlops/serving/deployment_endpoints.png b/docs/assets/images/guides/mlops/serving/deployment_endpoints.png new file mode 100644 index 0000000000000000000000000000000000000000..c97a835987677019f18bab966005b645f3d988b2 GIT binary patch literal 560838 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b/docs/user_guides/mlops/serving/index.md index dc0915bd9..0b1b53a14 100644 --- a/docs/user_guides/mlops/serving/index.md +++ b/docs/user_guides/mlops/serving/index.md @@ -24,6 +24,10 @@ Configure the predictor to batch inference requests, see the [Inference Batcher Configure the predictor to log inference requests and predictions, see the [Inference Logger Guide](inference-logger.md). +### Rest API + +Send inference request to the models deployed using REST API, see the [Rest API Guide](rest-api.md). + ### Troubleshooting Inspect the model server logs to troubleshoot your model deployments, see the [Troubleshooting Guide](troubleshooting.md). diff --git a/docs/user_guides/mlops/serving/rest-api.md b/docs/user_guides/mlops/serving/rest-api.md new file mode 100644 index 000000000..38b6cd467 --- /dev/null +++ b/docs/user_guides/mlops/serving/rest-api.md @@ -0,0 +1,103 @@ +# Hopsworks Model Serving REST API + +## Introduction + +Hopsworks provides model serving using [KServe](https://kserve.github.io/website/) as the deployment framework and [Istio]() as the ingress gateway to the Kubernetes cluster. + +This document explains how to interact with a deployed model endpoint via REST. + +## Base URL + +The deployed model is accessible through the Istio ingress gateway. The URL to access the model is provided on the deployment page inside the Hopsworks UI. + +The URL follows this format: +```text +http:///v1/models/:predict +``` + +- ``: External IP address of the Istio ingress gateway. +- ``: The name of the deployment. + +

+

+ Endpoints +
Deployment Endpoints
+
+

+ + +## Authentication + +All requests must include an API Key for authentication. You can create an API by following this [guide](../../projects/api_key/create_api_key.md). + +Include the key in the Authorization header: +```text +Authorization: ApiKey +``` + +## Headers + +| Header | Description | Example Value | +| --------------- | ------------------------------------------- | ------------------------------------ | +| `Host` | Model’s hostname, provided in Hopsworks UI. | `fraud.test.hopsworks.ai` | +| `Authorization` | API key for authentication. | `ApiKey ` | +| `Content-Type` | Request payload type (always JSON). | `application/json` | + +## Request Format + +The request must be sent as a JSON object containing an `inputs` or `instances` field. You can find more information on the request format [here](https://kserve.github.io/website/docs/concepts/architecture/data-plane/v1-protocol#request-format). + +=== "Python" + ```python + import requests + + data = { + "inputs": [ + [ + 4641025220953719, + 4920355418495856 + ] + ] + } + + headers = { + "Host": "fraud.test.hopsworks.ai", + "Authorization": "ApiKey 8kDOlnRlJU4kiV1Y.RmFNJY3XKAUSqmJZ03kbUbXKMQSHveSBgMIGT84qrM5qXMjLib7hdlfGeg8fBQZp", + "Content-Type": "application/json" + } + + response = requests.post( + "http://10.87.42.108/v1/models/fraud:predict", + headers=headers, + json=data + ) + print(response.json()) + + ``` +=== "Curl" + ```bash + curl -X POST "http://10.87.42.108/v1/models/fraud:predict" \ + -H "Host: fraud.test.hopsworks.ai" \ + -H "Authorization: ApiKey 8kDOlnRlJU4kiV1Y.RmFNJY3XKAUSqmJZ03kbUbXKMQSHveSBgMIGT84qrM5qXMjLib7hdlfGeg8fBQZp" \ + -H "Content-Type: application/json" \ + -d '{ + "inputs": [ + [ + 4641025220953719, + 4920355418495856 + ] + ] + }' + ``` + +## Example Response + +The model returns predictions in a JSON object. You can find more information [here](https://kserve.github.io/website/docs/concepts/architecture/data-plane/v1-protocol#response-format). + +```json +{ + "predictions": [ + "some_prediction_result" + ] +} +``` \ No newline at end of file diff --git a/docs/user_guides/mlops/serving/serving-rest-api-abc.md b/docs/user_guides/mlops/serving/serving-rest-api-abc.md new file mode 100644 index 000000000..364349ff0 --- /dev/null +++ b/docs/user_guides/mlops/serving/serving-rest-api-abc.md @@ -0,0 +1,108 @@ +--- +description: Using Deployment REST API Server for inference +--- +# Hopsworks Model Serving REST API Documentation + +Hopsworks provides model serving using **KServe** as the deployment framework and **Istio** as the ingress gateway to the Kubernetes cluster. + +This document explains how to interact with a deployed model endpoint via REST. + +--- + +## Base URL + +The model is accessible through the Istio ingress gateway. The url to access the model is provided in the Hopsworks UI. The URL avaiable is in the following format. + +```text +http:///v1/models/:predict +``` + +- : External IP address of the Istio ingress gateway (visible in Hopsworks UI). +- : The name of the deployed model in Hopsworks. + + +## Authentication + +All requests must include an API Key for authentication. + +Add the key to the Authorization header: + +```text +Authorization: ApiKey +``` + +```text +Example: +Authorization: ApiKey DqlLkPY8M2t3qvxx.YC2VsCnmPb6SuNOfY55sFgbJNf2o4bBeQHBC5ke0YMOieObL25pakIfs4F9BeW9x +``` + +## Headers + +| Header | Description | Example Value | +| --------------- | ------------------------------------------- | ------------------------------------ | +| `Host` | Model’s hostname, provided in Hopsworks UI. | `searchmodellookup.mfp.hopsworks.ai` | +| `Authorization` | API key for authentication. | `ApiKey ` | +| `Content-Type` | Request payload type (always JSON). | `application/json` | + +## Request Format + +The request must be sent as a JSON object containing an instances field. + +{ + "instances": [ + [ + "a3335a58-a3c8-4e8d-8232-40a047e5accc", + "03ac1afa-9593-4979-becf-c310a0f56610" + ] + ] +} + + +import requests + +data = { + "instances": [ + [ + "a3335a58-a3c8-4e8d-8232-40a047e5accc", + "03ac1afa-9593-4979-becf-c310a0f56610" + ] + ] +} + +headers = { + "Host": "searchmodellookup.mfp.hopsworks.ai", + "Authorization": "ApiKey DqlLkPY8M2t3qvxx.YC2VsCnmPb6SuNOfY55sFgbJNf2o4bBeQHBC5ke0YMOieObL25pakIfs4F9BeW9x", + "Content-Type": "application/json" +} + +response = requests.post( + "http://135.125.247.6/v1/models/searchmodellookup:predict", + headers=headers, + json=data +) + +print(response.json()) + + +curl -X POST "http://135.125.247.6/v1/models/searchmodellookup:predict" \ + -H "Host: searchmodellookup.mfp.hopsworks.ai" \ + -H "Authorization: ApiKey DqlLkPY8M2t3qvxx.YC2VsCnmPb6SuNOfY55sFgbJNf2o4bBeQHBC5ke0YMOieObL25pakIfs4F9BeW9x" \ + -H "Content-Type: application/json" \ + -d '{ + "instances": [ + [ + "a3335a58-a3c8-4e8d-8232-40a047e5accc", + "03ac1afa-9593-4979-becf-c310a0f56610" + ] + ] + }' + + +## Example Response + +{ + "predictions": [ + "some_prediction_result" + ] +} + diff --git a/mkdocs.yml b/mkdocs.yml index 984a41326..98a3875b3 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -203,6 +203,7 @@ nav: - Inference Logger: user_guides/mlops/serving/inference-logger.md - Inference Batcher: user_guides/mlops/serving/inference-batcher.md - API Protocol: user_guides/mlops/serving/api-protocol.md + - REST API: user_guides/mlops/serving/rest-api.md - Troubleshooting: user_guides/mlops/serving/troubleshooting.md - External Access: user_guides/mlops/serving/external-access.md - Vector Database: user_guides/mlops/vector_database/index.md From 7ad6c3d9149d70e86abd48ddb5936dc973835e0d Mon Sep 17 00:00:00 2001 From: manu-sj Date: Thu, 28 Aug 2025 14:20:37 +0200 Subject: [PATCH 2/8] removing dummy file --- .../mlops/serving/serving-rest-api-abc.md | 108 ------------------ 1 file changed, 108 deletions(-) delete mode 100644 docs/user_guides/mlops/serving/serving-rest-api-abc.md diff --git a/docs/user_guides/mlops/serving/serving-rest-api-abc.md b/docs/user_guides/mlops/serving/serving-rest-api-abc.md deleted file mode 100644 index 364349ff0..000000000 --- a/docs/user_guides/mlops/serving/serving-rest-api-abc.md +++ /dev/null @@ -1,108 +0,0 @@ ---- -description: Using Deployment REST API Server for inference ---- -# Hopsworks Model Serving REST API Documentation - -Hopsworks provides model serving using **KServe** as the deployment framework and **Istio** as the ingress gateway to the Kubernetes cluster. - -This document explains how to interact with a deployed model endpoint via REST. - ---- - -## Base URL - -The model is accessible through the Istio ingress gateway. The url to access the model is provided in the Hopsworks UI. The URL avaiable is in the following format. - -```text -http:///v1/models/:predict -``` - -- : External IP address of the Istio ingress gateway (visible in Hopsworks UI). -- : The name of the deployed model in Hopsworks. - - -## Authentication - -All requests must include an API Key for authentication. - -Add the key to the Authorization header: - -```text -Authorization: ApiKey -``` - -```text -Example: -Authorization: ApiKey DqlLkPY8M2t3qvxx.YC2VsCnmPb6SuNOfY55sFgbJNf2o4bBeQHBC5ke0YMOieObL25pakIfs4F9BeW9x -``` - -## Headers - -| Header | Description | Example Value | -| --------------- | ------------------------------------------- | ------------------------------------ | -| `Host` | Model’s hostname, provided in Hopsworks UI. | `searchmodellookup.mfp.hopsworks.ai` | -| `Authorization` | API key for authentication. | `ApiKey ` | -| `Content-Type` | Request payload type (always JSON). | `application/json` | - -## Request Format - -The request must be sent as a JSON object containing an instances field. - -{ - "instances": [ - [ - "a3335a58-a3c8-4e8d-8232-40a047e5accc", - "03ac1afa-9593-4979-becf-c310a0f56610" - ] - ] -} - - -import requests - -data = { - "instances": [ - [ - "a3335a58-a3c8-4e8d-8232-40a047e5accc", - "03ac1afa-9593-4979-becf-c310a0f56610" - ] - ] -} - -headers = { - "Host": "searchmodellookup.mfp.hopsworks.ai", - "Authorization": "ApiKey DqlLkPY8M2t3qvxx.YC2VsCnmPb6SuNOfY55sFgbJNf2o4bBeQHBC5ke0YMOieObL25pakIfs4F9BeW9x", - "Content-Type": "application/json" -} - -response = requests.post( - "http://135.125.247.6/v1/models/searchmodellookup:predict", - headers=headers, - json=data -) - -print(response.json()) - - -curl -X POST "http://135.125.247.6/v1/models/searchmodellookup:predict" \ - -H "Host: searchmodellookup.mfp.hopsworks.ai" \ - -H "Authorization: ApiKey DqlLkPY8M2t3qvxx.YC2VsCnmPb6SuNOfY55sFgbJNf2o4bBeQHBC5ke0YMOieObL25pakIfs4F9BeW9x" \ - -H "Content-Type: application/json" \ - -d '{ - "instances": [ - [ - "a3335a58-a3c8-4e8d-8232-40a047e5accc", - "03ac1afa-9593-4979-becf-c310a0f56610" - ] - ] - }' - - -## Example Response - -{ - "predictions": [ - "some_prediction_result" - ] -} - From 356270753932b7a70368d7ea33f16e0f116987d7 Mon Sep 17 00:00:00 2001 From: manu-sj <152865565+manu-sj@users.noreply.github.com> Date: Thu, 28 Aug 2025 15:47:40 +0200 Subject: [PATCH 3/8] Update docs/user_guides/mlops/serving/rest-api.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Javier de la Rúa Martínez --- docs/user_guides/mlops/serving/rest-api.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/user_guides/mlops/serving/rest-api.md b/docs/user_guides/mlops/serving/rest-api.md index 38b6cd467..7b3490f66 100644 --- a/docs/user_guides/mlops/serving/rest-api.md +++ b/docs/user_guides/mlops/serving/rest-api.md @@ -2,9 +2,9 @@ ## Introduction -Hopsworks provides model serving using [KServe](https://kserve.github.io/website/) as the deployment framework and [Istio]() as the ingress gateway to the Kubernetes cluster. +Hopsworks provides model serving capabilities by leveraging [KServe](https://kserve.github.io/website/) as the model serving platform and [Istio](https://istio.io/) as the ingress gateway to the model deployments. -This document explains how to interact with a deployed model endpoint via REST. +This document explains how to interact with a model deployment via REST API. ## Base URL From 13be470bd05c7a1bb2c2d7ff20f9a6f3a2d8e9ed Mon Sep 17 00:00:00 2001 From: manu-sj <152865565+manu-sj@users.noreply.github.com> Date: Thu, 28 Aug 2025 15:47:45 +0200 Subject: [PATCH 4/8] Update docs/user_guides/mlops/serving/index.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Javier de la Rúa Martínez --- docs/user_guides/mlops/serving/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/user_guides/mlops/serving/index.md b/docs/user_guides/mlops/serving/index.md index 0b1b53a14..9ef92dab2 100644 --- a/docs/user_guides/mlops/serving/index.md +++ b/docs/user_guides/mlops/serving/index.md @@ -24,7 +24,7 @@ Configure the predictor to batch inference requests, see the [Inference Batcher Configure the predictor to log inference requests and predictions, see the [Inference Logger Guide](inference-logger.md). -### Rest API +### REST API Send inference request to the models deployed using REST API, see the [Rest API Guide](rest-api.md). From 96d99ed645e001f5dc1e7491446ea15c8545eefe Mon Sep 17 00:00:00 2001 From: manu-sj <152865565+manu-sj@users.noreply.github.com> Date: Thu, 28 Aug 2025 15:48:11 +0200 Subject: [PATCH 5/8] Update docs/user_guides/mlops/serving/rest-api.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Javier de la Rúa Martínez --- docs/user_guides/mlops/serving/rest-api.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/user_guides/mlops/serving/rest-api.md b/docs/user_guides/mlops/serving/rest-api.md index 7b3490f66..5ef0dee3b 100644 --- a/docs/user_guides/mlops/serving/rest-api.md +++ b/docs/user_guides/mlops/serving/rest-api.md @@ -8,7 +8,7 @@ This document explains how to interact with a model deployment via REST API. ## Base URL -The deployed model is accessible through the Istio ingress gateway. The URL to access the model is provided on the deployment page inside the Hopsworks UI. +Deployed models are accessible through the Istio ingress gateway. The URL to interact with a model deployment is provided on the model deployment page in the Hopsworks UI. The URL follows this format: ```text From 8a7c9d3e5332aa7199a702d1753b111151c9d1f5 Mon Sep 17 00:00:00 2001 From: manu-sj Date: Thu, 28 Aug 2025 16:29:43 +0200 Subject: [PATCH 6/8] updated based on review comments --- docs/user_guides/mlops/serving/rest-api.md | 20 +++----------------- 1 file changed, 3 insertions(+), 17 deletions(-) diff --git a/docs/user_guides/mlops/serving/rest-api.md b/docs/user_guides/mlops/serving/rest-api.md index 5ef0dee3b..c22dea633 100644 --- a/docs/user_guides/mlops/serving/rest-api.md +++ b/docs/user_guides/mlops/serving/rest-api.md @@ -10,13 +10,7 @@ This document explains how to interact with a model deployment via REST API. Deployed models are accessible through the Istio ingress gateway. The URL to interact with a model deployment is provided on the model deployment page in the Hopsworks UI. -The URL follows this format: -```text -http:///v1/models/:predict -``` - -- ``: External IP address of the Istio ingress gateway. -- ``: The name of the deployment. +The URL follows the format `http:///`, where `RESOURCE_PATH` depends on the [model server](https://kserve.github.io/website/docs/intro#supported-model-frameworks) (e.g. vLLM, TensorFlow Serving, SKLearn ModelServer).

@@ -90,14 +84,6 @@ The request must be sent as a JSON object containing an `inputs` or `instances` }' ``` -## Example Response - -The model returns predictions in a JSON object. You can find more information [here](https://kserve.github.io/website/docs/concepts/architecture/data-plane/v1-protocol#response-format). +## Response -```json -{ - "predictions": [ - "some_prediction_result" - ] -} -``` \ No newline at end of file +The model returns predictions in a JSON object. The response depends on the model server implementation. You can find more information regarding specific model servers in the [Kserve documentation](https://kserve.github.io/website/docs/intro). From 7dae412003c3f66cc13e4bfb6489642286b7f835 Mon Sep 17 00:00:00 2001 From: manu-sj <152865565+manu-sj@users.noreply.github.com> Date: Thu, 28 Aug 2025 17:20:25 +0200 Subject: [PATCH 7/8] Update docs/user_guides/mlops/serving/index.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Javier de la Rúa Martínez --- docs/user_guides/mlops/serving/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/user_guides/mlops/serving/index.md b/docs/user_guides/mlops/serving/index.md index 9ef92dab2..3f1ce0e92 100644 --- a/docs/user_guides/mlops/serving/index.md +++ b/docs/user_guides/mlops/serving/index.md @@ -26,7 +26,7 @@ Configure the predictor to log inference requests and predictions, see the [Infe ### REST API -Send inference request to the models deployed using REST API, see the [Rest API Guide](rest-api.md). +Send inference requests to deployed models using REST API, see the [Rest API Guide](rest-api.md). ### Troubleshooting From 3fb9140fd6bd3874b48fa9a438db0472b7efa1a1 Mon Sep 17 00:00:00 2001 From: manu-sj Date: Tue, 2 Sep 2025 13:21:36 +0200 Subject: [PATCH 8/8] addressing review comments --- docs/user_guides/mlops/serving/rest-api.md | 69 ++++++++++++---------- 1 file changed, 39 insertions(+), 30 deletions(-) diff --git a/docs/user_guides/mlops/serving/rest-api.md b/docs/user_guides/mlops/serving/rest-api.md index c22dea633..93461c9c3 100644 --- a/docs/user_guides/mlops/serving/rest-api.md +++ b/docs/user_guides/mlops/serving/rest-api.md @@ -10,7 +10,7 @@ This document explains how to interact with a model deployment via REST API. Deployed models are accessible through the Istio ingress gateway. The URL to interact with a model deployment is provided on the model deployment page in the Hopsworks UI. -The URL follows the format `http:///`, where `RESOURCE_PATH` depends on the [model server](https://kserve.github.io/website/docs/intro#supported-model-frameworks) (e.g. vLLM, TensorFlow Serving, SKLearn ModelServer). +The URL follows the format `http:///`, where `RESOURCE_PATH` depends on the [model server](https://docs.hopsworks.ai/latest/user_guides/mlops/serving/predictor/#model-server) (e.g. vLLM, TensorFlow Serving, SKLearn ModelServer).

@@ -39,38 +39,44 @@ Authorization: ApiKey ## Request Format -The request must be sent as a JSON object containing an `inputs` or `instances` field. You can find more information on the request format [here](https://kserve.github.io/website/docs/concepts/architecture/data-plane/v1-protocol#request-format). +The request format depends on the model sever being used. + +For predictive inference (i.e. for Tensorflow or SkLearn or Python Serving). The request must be sent as a JSON object containing an `inputs` or `instances` field. You can find more information on the request format [here](https://kserve.github.io/website/docs/concepts/architecture/data-plane/v1-protocol#request-format). An example for this is given below. === "Python" - ```python - import requests - - data = { - "inputs": [ - [ - 4641025220953719, - 4920355418495856 + + !!! example "REST API example for Predictive Inference (Tensorflow or SkLearn or Python Serving)" + ```python + import requests + + data = { + "inputs": [ + [ + 4641025220953719, + 4920355418495856 + ] ] - ] - } - - headers = { - "Host": "fraud.test.hopsworks.ai", - "Authorization": "ApiKey 8kDOlnRlJU4kiV1Y.RmFNJY3XKAUSqmJZ03kbUbXKMQSHveSBgMIGT84qrM5qXMjLib7hdlfGeg8fBQZp", - "Content-Type": "application/json" - } - - response = requests.post( - "http://10.87.42.108/v1/models/fraud:predict", - headers=headers, - json=data - ) - print(response.json()) - - ``` + } + + headers = { + "Host": "fraud.test.hopsworks.ai", + "Authorization": "ApiKey 8kDOlnRlJU4kiV1Y.RmFNJY3XKAUSqmJZ03kbUbXKMQSHveSBgMIGT84qrM5qXMjLib7hdlfGeg8fBQZp", + "Content-Type": "application/json" + } + + response = requests.post( + "http://10.87.42.108/v1/models/fraud:predict", + headers=headers, + json=data + ) + print(response.json()) + ``` + === "Curl" - ```bash - curl -X POST "http://10.87.42.108/v1/models/fraud:predict" \ + + !!! example "REST API example for Predictive Inference (Tensorflow or SkLearn or Python Serving)" + ```bash + curl -X POST "http://10.87.42.108/v1/models/fraud:predict" \ -H "Host: fraud.test.hopsworks.ai" \ -H "Authorization: ApiKey 8kDOlnRlJU4kiV1Y.RmFNJY3XKAUSqmJZ03kbUbXKMQSHveSBgMIGT84qrM5qXMjLib7hdlfGeg8fBQZp" \ -H "Content-Type: application/json" \ @@ -82,7 +88,10 @@ The request must be sent as a JSON object containing an `inputs` or `instances` ] ] }' - ``` + ``` + +For generative inference (i.e vLLM) the response follows the [OpenAI specification](https://platform.openai.com/docs/api-reference/chat/create). + ## Response