From 749f49e71b901fe8973d7bff0c27cba8cbd4437e Mon Sep 17 00:00:00 2001 From: Sherlock Xu <65327072+Sherlock113@users.noreply.github.com> Date: Wed, 25 Dec 2024 12:17:09 +0800 Subject: [PATCH] docs: Restructure image folder and add alt for SEO (#5150) Restructure image folder and add alt for seo Signed-off-by: Sherlock113 --- .../{guides => bentocloud}/autoscaling/hpa.png | Bin .../asgi/inside-the-class.png | Bin .../asgi/outside-the-class.png | Bin .../asgi/two-asgi-fastapi-routes.png | Bin .../gpu-inference-architecture.png | Bin .../gradio/gradio-ui-bentoml.png | Bin .../hf-model-on-bentocloud.png | Bin .../metrics/grafana-bentoml-1.png | Bin .../metrics/grafana-bentoml-2.png | Bin .../observability/metrics/prome-ui-bentoml.png | Bin .../tracing/jaeger-ui-tracing-bentoml.png | Bin .../tracing/zipkin-ui-tracing-bentoml.png | Bin .../workers/workers-models-gpus.png | Bin .../multi-service-batching.png | Bin .../single-service-batching.png | Bin .../{quickstart => hello-world}/service-ui.png | Bin .../tasks/task-workflow.png | Bin .../guides/deployment/deployment-replica.png | Bin 150489 -> 0 bytes .../model-composition-blip-2.png | Bin 594352 -> 0 bytes .../bentoml/sdk}/batch-dim-example.png | Bin docs/source/build-with-bentoml/asgi.rst | 9 ++++++--- .../build-with-bentoml/gpu-inference.rst | 3 ++- docs/source/build-with-bentoml/gradio.rst | 3 ++- .../model-loading-and-management.rst | 3 ++- .../observability/metrics.rst | 9 ++++++--- .../observability/tracing.rst | 6 ++++-- .../parallelize-requests.rst | 3 ++- docs/source/get-started/adaptive-batching.rst | 6 ++++-- docs/source/get-started/async-task-queues.rst | 3 ++- docs/source/get-started/hello-world.rst | 3 ++- docs/source/reference/bentoml/sdk.rst | 3 ++- .../scaling/autoscaling.rst | 3 ++- 32 files changed, 36 insertions(+), 18 deletions(-) rename docs/source/_static/img/{guides => bentocloud}/autoscaling/hpa.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/asgi/inside-the-class.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/asgi/outside-the-class.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/asgi/two-asgi-fastapi-routes.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/gpu-inference/gpu-inference-architecture.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/gradio/gradio-ui-bentoml.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/model-loading-and-management/hf-model-on-bentocloud.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/observability/metrics/grafana-bentoml-1.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/observability/metrics/grafana-bentoml-2.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/observability/metrics/prome-ui-bentoml.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/observability/tracing/jaeger-ui-tracing-bentoml.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/observability/tracing/zipkin-ui-tracing-bentoml.png (100%) rename docs/source/_static/img/{guides => build-with-bentoml}/workers/workers-models-gpus.png (100%) rename docs/source/_static/img/{guides => get-started}/adaptive-batching/multi-service-batching.png (100%) rename docs/source/_static/img/{guides => get-started}/adaptive-batching/single-service-batching.png (100%) rename docs/source/_static/img/get-started/{quickstart => hello-world}/service-ui.png (100%) rename docs/source/_static/img/{guides => get-started}/tasks/task-workflow.png (100%) delete mode 100644 docs/source/_static/img/guides/deployment/deployment-replica.png delete mode 100644 docs/source/_static/img/guides/model-composition/model-composition-blip-2.png rename docs/source/_static/img/{guides/adaptive-batching => reference/bentoml/sdk}/batch-dim-example.png (100%) diff --git a/docs/source/_static/img/guides/autoscaling/hpa.png b/docs/source/_static/img/bentocloud/autoscaling/hpa.png similarity index 100% rename from docs/source/_static/img/guides/autoscaling/hpa.png rename to docs/source/_static/img/bentocloud/autoscaling/hpa.png diff --git a/docs/source/_static/img/guides/asgi/inside-the-class.png b/docs/source/_static/img/build-with-bentoml/asgi/inside-the-class.png similarity index 100% rename from docs/source/_static/img/guides/asgi/inside-the-class.png rename to docs/source/_static/img/build-with-bentoml/asgi/inside-the-class.png diff --git a/docs/source/_static/img/guides/asgi/outside-the-class.png b/docs/source/_static/img/build-with-bentoml/asgi/outside-the-class.png similarity index 100% rename from docs/source/_static/img/guides/asgi/outside-the-class.png rename to docs/source/_static/img/build-with-bentoml/asgi/outside-the-class.png diff --git a/docs/source/_static/img/guides/asgi/two-asgi-fastapi-routes.png 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FastAPI route inside the Service class: -.. image:: ../../_static/img/guides/asgi/inside-the-class.png +.. image:: ../../_static/img/build-with-bentoml/asgi/inside-the-class.png + :alt: FastAPI route inside the BentoML Service class FastAPI route outside the Service class: -.. image:: ../../_static/img/guides/asgi/outside-the-class.png +.. image:: ../../_static/img/build-with-bentoml/asgi/outside-the-class.png + :alt: FastAPI route outside the BentoML Service class Quart ^^^^^ diff --git a/docs/source/build-with-bentoml/gpu-inference.rst b/docs/source/build-with-bentoml/gpu-inference.rst index 5ff2239fffb..9d60a49ccb0 100644 --- a/docs/source/build-with-bentoml/gpu-inference.rst +++ b/docs/source/build-with-bentoml/gpu-inference.rst @@ -42,9 +42,10 @@ To use a specific GPU: This image explains how different models use the GPUs assigned to them. -.. image:: ../../_static/img/guides/gpu-inference/gpu-inference-architecture.png +.. image:: ../../_static/img/build-with-bentoml/gpu-inference/gpu-inference-architecture.png :width: 400px :align: center + :alt: BentoML GPU inference architecture .. note:: diff --git a/docs/source/build-with-bentoml/gradio.rst b/docs/source/build-with-bentoml/gradio.rst index 579978c8d92..8725cb647b5 100644 --- a/docs/source/build-with-bentoml/gradio.rst +++ b/docs/source/build-with-bentoml/gradio.rst @@ -96,6 +96,7 @@ Follow the steps below to integrate Gradio with a BentoML Service. bentoml serve service:Summarization - .. image:: ../../_static/img/guides/gradio/gradio-ui-bentoml.png + .. image:: ../../_static/img/build-with-bentoml/gradio/gradio-ui-bentoml.png + :alt: Gradio UI for a BentoML Service Visit this `example `_ to view the full demo code. diff --git a/docs/source/build-with-bentoml/model-loading-and-management.rst b/docs/source/build-with-bentoml/model-loading-and-management.rst index a21713db91e..140973464fa 100644 --- a/docs/source/build-with-bentoml/model-loading-and-management.rst +++ b/docs/source/build-with-bentoml/model-loading-and-management.rst @@ -83,7 +83,8 @@ BentoML provides an efficient mechanism for loading AI models to accelerate mode If you deploy the HF model to BentoCloud, you can view and verify it within your Bento on the details page. It is indicated with the HF icon. Clicking it redirects you to the model page on HF. - .. image:: ../../_static/img/guides/model-loading-and-management/hf-model-on-bentocloud.png + .. image:: ../../_static/img/build-with-bentoml/model-loading-and-management/hf-model-on-bentocloud.png + :alt: Hugging Face model marked with an icon on BentoCloud console .. tab-item:: From the Model Store or BentoCloud diff --git a/docs/source/build-with-bentoml/observability/metrics.rst b/docs/source/build-with-bentoml/observability/metrics.rst index 7804c628259..817e84e162e 100644 --- a/docs/source/build-with-bentoml/observability/metrics.rst +++ b/docs/source/build-with-bentoml/observability/metrics.rst @@ -394,7 +394,8 @@ You can integrate Prometheus to scrape and visualize both default and custom met histogram_quantile(0.99, rate(bentoml_service_request_duration_seconds_bucket{endpoint="/encode"}[1m])) - .. image:: ../../_static/img/guides/observability/metrics/prome-ui-bentoml.png + .. image:: ../../_static/img/build-with-bentoml/observability/metrics/prome-ui-bentoml.png + :alt: Prometheus UI for BentoML metrics Create a Grafana dashboard -------------------------- @@ -424,10 +425,12 @@ Grafana is an analytics platform that allows you to create dynamic and informati 4. Access the Grafana web UI at ``http://localhost:4000/`` (use your own port). Log in with the default credentials (``admin``/``admin``). 5. In the Grafana search box at the top, enter ``Data sources`` and add Prometheus as an available option. In **Connection**, set the URL to the address of your running Prometheus instance, such as ``http://localhost:9090``. Save the configuration and test the connection to ensure Grafana can retrieve data from Prometheus. - .. image:: ../../_static/img/guides/observability/metrics/grafana-bentoml-1.png + .. image:: ../../_static/img/build-with-bentoml/observability/metrics/grafana-bentoml-1.png + :alt: Add Prometheus in Grafana 6. With Prometheus configured as a data source, you can create a new dashboard. Start by adding a panel and selecting a metric to visualize, such as ``bentoml_service_request_duration_seconds_bucket``. Grafana offers a wide array of visualization options, from simple line graphs to more complex representations like heatmaps or gauges. - .. image:: ../../_static/img/guides/observability/metrics/grafana-bentoml-2.png + .. image:: ../../_static/img/build-with-bentoml/observability/metrics/grafana-bentoml-2.png + :alt: Grafana UI for BentoML metrics For detailed instructions on dashboard creation and customization, read the `Grafana documentation `_. diff --git a/docs/source/build-with-bentoml/observability/tracing.rst b/docs/source/build-with-bentoml/observability/tracing.rst index 23016fb9f12..b85b0dc9a57 100644 --- a/docs/source/build-with-bentoml/observability/tracing.rst +++ b/docs/source/build-with-bentoml/observability/tracing.rst @@ -126,7 +126,8 @@ With your BentoML Service configured, `run Zipkin `_, scroll down to **Service APIs**, and click **Try it out**. In the **Request body** box, enter your prompt and click **Execute**. - .. image:: ../_static/img/get-started/quickstart/service-ui.png + .. image:: ../_static/img/get-started/hello-world/service-ui.png + :alt: BentoML hello world example Swagger UI Expected output: diff --git a/docs/source/reference/bentoml/sdk.rst b/docs/source/reference/bentoml/sdk.rst index 5194692ceb1..e64e2b49e40 100644 --- a/docs/source/reference/bentoml/sdk.rst +++ b/docs/source/reference/bentoml/sdk.rst @@ -29,7 +29,8 @@ Note that when you enable batching, ``batch_dim`` can be a tuple or a single val This image illustrates the concept of ``batch_dim`` in the context of processing 2-D arrays. - .. image:: ../../_static/img/guides/adaptive-batching/batch-dim-example.png + .. image:: ../../_static/img/reference/bentoml/sdk/batch-dim-example.png + :alt: Batching dimension explanation On the left side, there are two 2-D arrays of size 5x2, represented by blue and green boxes. The arrows show two different paths that these arrays can take depending on the ``batch_dim`` configuration: diff --git a/docs/source/scale-with-bentocloud/scaling/autoscaling.rst b/docs/source/scale-with-bentocloud/scaling/autoscaling.rst index d3e1fff8d41..a47da2e4aa1 100644 --- a/docs/source/scale-with-bentocloud/scaling/autoscaling.rst +++ b/docs/source/scale-with-bentocloud/scaling/autoscaling.rst @@ -51,7 +51,8 @@ For instance, consider a scenario where ``concurrency`` is set to 32 and the Ser In general, the autoscaler will scale the number of replicas based on the following formula, permitted by the ``min_replicas`` and ``max_replicas`` settings in the deployment: -.. image:: ../../_static/img/guides/autoscaling/hpa.png +.. image:: ../../_static/img/bentocloud/autoscaling/hpa.png + :alt: HPA algorithm Key points about concurrency: