text: Title: SDK is broken when installed by `git+https`
  Body: ### What happened?
  
  When I run the following code with `kubeflow-katib` installed by: `pip install git+https://github.com/kubeflow/katib.git@master#subdirectory=sdk/python/v1beta1`
  
  ```Python
  import kubeflow.katib as katib
  
  # Step 1. Create an objective function with push-based metrics collection.
  def objective(parameters):
      # Import required packages.
      import time
      import kubeflow.katib as katib
      time.sleep(5)
      # Calculate objective function.
      result = 4 * int(parameters["a"]) - float(parameters["b"]) ** 2
      # Push metrics to Katib DB.
      katib.report_metrics({"result": result})
  
  # Step 2. Create HyperParameter search space.
  parameters = {
      "a": katib.search.int(min=10, max=20),
      "b": katib.search.double(min=0.1, max=0.2)
  }
  
  # Step 3. Create Katib Experiment with 4 Trials and 2 CPUs per Trial.
  # We choose to install the latest changes of Python SDK because `report_metrics` has not been
  # supported yet. Thus, the base image must have `git` command to download the package.
  katib_client = katib.KatibClient(namespace="kubeflow")
  name = "tune-experiment"
  katib_client.tune(
      name=name,
      objective=objective,
      parameters=parameters,
      base_image="electronicwaste/push-metrics-collector:v0.0.9", # python:3.11-slim + git
      objective_metric_name="result",
      max_trial_count=4,
      resources_per_trial={"cpu": "2"},
      packages_to_install=["git+https://github.com/kubeflow/katib.git@master#subdirectory=sdk/python/v1beta1"],
      # packages_to_install=["kubeflow-katib==0.18.0"],
      metrics_collector_config={"kind": "Push"},
  )
  
  # Step 4. Wait until Katib Experiment is complete
  katib_client.wait_for_experiment_condition(name=name)
  
  # Step 5. Get the best HyperParameters.
  print(katib_client.get_optimal_hyperparameters(name))
  ```
  
  An error occurred:
  
  ```
  Traceback (most recent call last):
    File "/home/ws/katib-example/push.py", line 1, in <module>
      import kubeflow.katib as katib
    File "/home/ws/miniconda3/envs/katib/lib/python3.10/site-packages/kubeflow/katib/__init__.py", line 73, in <module>
      from kubeflow.katib.api.katib_client import KatibClient
    File "/home/ws/miniconda3/envs/katib/lib/python3.10/site-packages/kubeflow/katib/api/katib_client.py", line 27, in <module>
      from kubeflow.katib.types.trainer_resources import TrainerResources
  ModuleNotFoundError: No module named 'kubeflow.katib.types'
  ```
  
  And I went to dir `/home/ws/miniconda3/envs/katib/lib/python3.10/site-packages/kubeflow/katib/`, finding that dir `types` was missing:
  
  ```
  (katib)  ws@master1  ~/miniconda3/envs/katib/lib/python3.10/site-packages/kubeflow/katib  ls
  api            configuration.py  exceptions.py  katib_api_pb2_grpc.py  models       rest.py
  api_client.py  constants         __init__.py    katib_api_pb2.py       __pycache__  utils
  ```
  
  ### What did you expect to happen?
  
  The code should be executed without error when I installed the SDK with:
  
  
  ```
  pip install git+https://github.com/kubeflow/katib.git@a524f33830e02189476efaf6d9045cbd2ce605f0#subdirectory=sdk/python/v1beta1
  ```
  
  ### Environment
  
  Kubernetes version:
  ```bash
  $ kubectl version
  Client Version: v1.30.2
  Kustomize Version: v5.0.4-0.20230601165947-6ce0bf390ce3
  Server Version: v1.30.1
  ```
  Katib controller version:
  ```bash
  $ kubectl get pods -n kubeflow -l katib.kubeflow.org/component=controller -o jsonpath="{.items[*].spec.containers[*].image}"
  docker.io/kubeflowkatib/katib-controller:latest
  ```
  Katib Python SDK version:
  ```bash
  $ pip show kubeflow-katib
  Name: kubeflow-katib
  Version: 0.17.0
  Summary: Katib Python SDK for APIVersion v1beta1
  Home-page: https://github.com/kubeflow/katib/tree/master/sdk/python/v1beta1
  Author: Kubeflow Authors
  Author-email: premnath.vel@gmail.com
  License: Apache License Version 2.0
  Location: /home/ws/miniconda3/envs/katib/lib/python3.10/site-packages
  Requires: certifi, grpcio, kubernetes, protobuf, setuptools, six, urllib3
  Required-by:
  ```
  
  
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