Fixed broken links (#3232)

(cherry picked from commit 5dfb09e)

src/zenml/cli/__init__.py

@@ -1987,7 +1987,7 @@ def my_pipeline(...):
 ------------------
 
 ZenML offers a way to [securely store secrets associated with your other
-stack components and infrastructure](https://docs.zenml.io/getting-started/deploying-zenml/manage-the-deployed-services/secret-management).
+stack components and infrastructure](https://docs.zenml.io/getting-started/deploying-zenml/secret-management).
 A ZenML Secret is a collection or grouping of key-value pairs stored by the
 ZenML secrets store. ZenML Secrets are identified by a unique name which
 allows you to fetch or reference them in your pipelines and stacks.
@@ -2083,7 +2083,7 @@ def my_pipeline(...):
 resources. In ZenML, Service Connectors streamline this process by abstracting
 away the complexity of authentication and help you connect your stack to your
 resources. You can find the full docs on the ZenML service connectors
-[here](https://docs.zenml.io/how-to/auth-management).
+[here](https://docs.zenml.io/how-to/infrastructure-deployment/auth-management).
 
 The ZenML CLI features a variety of commands to help you manage your service
 connectors. First of all, to explore all the types of service connectors
@@ -2113,7 +2113,7 @@ def my_pipeline(...):
 ```
 
 For more details on how to create a service connector, please refer to our
-[docs](https://docs.zenml.io/how-to/auth-management).
+[docs](https://docs.zenml.io/how-to/infrastructure-deployment/auth-management).
 
 To check if your service connector is registered properly, you can `verify` it.
 By doing this, you can both check if it is configured correctly and also, you
@@ -2367,7 +2367,7 @@ def my_pipeline(...):
 of the full path to the file, separated by dots, e.g.
 `some_directory.some_file.my_pipeline`.
 
-To [build Docker images for your pipeline](https://docs.zenml.io/how-to/customize-docker-builds)
+To [build Docker images for your pipeline](https://docs.zenml.io/how-to/infrastructure-deployment/customize-docker-builds)
 without actually running the pipeline, use:
 
 ```bash

src/zenml/cli/base.py

@@ -264,7 +264,7 @@ def init(
         f"will only take effect when you're running ZenML from the initialized "
         f"repository root, or from a subdirectory. For more information on "
         f"repositories and configurations, please visit "
-        f"https://docs.zenml.io/user-guide/starter-guide/understand-stacks."
+        f"https://docs.zenml.io/user-guide/production-guide/understand-stacks."
     )
 
 

src/zenml/config/secret_reference_mixin.py

@@ -66,7 +66,7 @@ def __init__(
                         "but future versions of ZenML will require you to pass "
                         "in sensitive information as secrets. Check out the "
                         "documentation on how to configure values with secrets "
-                        "here: https://docs.zenml.io/getting-started/deploying-zenml/manage-the-deployed-services/secret-management"
+                        "here: https://docs.zenml.io/getting-started/deploying-zenml/secret-management"
                     )
                 continue
 

src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py

@@ -793,7 +793,7 @@ def _configure_container_resources(
                     "set or set to 0. The accelerator type will be ignored. "
                     "To fix this warning, either remove the specified "
                     "accelerator type or set the `gpu_count` using the "
-                    "ResourceSettings (https://docs.zenml.io/how-to/training-with-gpus#specify-resource-requirements-for-steps)."
+                    "ResourceSettings (https://docs.zenml.io/how-to/advanced-topics/training-with-gpus)."
                 )
 
         return dynamic_component

src/zenml/orchestrators/base_orchestrator.py

@@ -61,7 +61,7 @@ def _deprecations(cls, data: Dict[str, Any]) -> Dict[str, Any]:
                     "The 'custom_docker_base_image_name' field has been "
                     "deprecated. To use a custom base container image with your "
                     "orchestrators, please use the DockerSettings in your "
-                    "pipeline (see https://docs.zenml.io/how-to/customize-docker-builds)."
+                    "pipeline (see https://docs.zenml.io/how-to/infrastructure-deployment/customize-docker-builds)."
                 )
 
         return data

src/zenml/service_connectors/service_connector_utils.py

@@ -61,13 +61,13 @@ def _raise_specific_cloud_exception_if_needed(
     container_registries: List[ResourcesInfo],
 ) -> None:
     AWS_DOCS = (
-        "https://docs.zenml.io/how-to/auth-management/aws-service-connector"
+        "https://docs.zenml.io/how-to/infrastructure-deployment/auth-management/aws-service-connector"
     )
     GCP_DOCS = (
-        "https://docs.zenml.io/how-to/auth-management/gcp-service-connector"
+        "https://docs.zenml.io/how-to/infrastructure-deployment/auth-management/gcp-service-connector"
     )
     AZURE_DOCS = (
-        "https://docs.zenml.io/how-to/auth-management/azure-service-connector"
+        "https://docs.zenml.io/how-to/infrastructure-deployment/auth-management/azure-service-connector"
     )
 
     if not artifact_stores:

src/zenml/stack/stack_component.py

@@ -102,7 +102,7 @@ def __init__(
                         "in sensitive information as secrets. Check out the "
                         "documentation on how to configure your stack "
                         "components with secrets here: "
-                        "https://docs.zenml.io/getting-started/deploying-zenml/manage-the-deployed-services/secret-management"
+                        "https://docs.zenml.io/getting-started/deploying-zenml/secret-management"
                     )
                 continue
 

src/zenml/zen_stores/rest_zen_store.py

@@ -4062,7 +4062,7 @@ def get_or_generate_api_token(self) -> str:
                 "you should use a service account API key to authenticate to "
                 "the server instead of temporary CLI login credentials. For "
                 "more information, see "
-                "https://docs.zenml.io/how-to/connecting-to-zenml/connect-with-a-service-account"
+                "https://docs.zenml.io/how-to/project-setup-and-management/connecting-to-zenml/connect-with-a-service-account"
             )
 
             if api_key is not None: