text: # %%
  """
  <table class="ee-notebook-buttons" align="left">
      <td><a target="_blank"  href="https://github.com/giswqs/earthengine-py-notebooks/tree/master/Filter/filter_string_ends_with.ipynb"><img width=32px src="https://www.tensorflow.org/images/GitHub-Mark-32px.png" /> View source on GitHub</a></td>
      <td><a target="_blank"  href="https://nbviewer.jupyter.org/github/giswqs/earthengine-py-notebooks/blob/master/Filter/filter_string_ends_with.ipynb"><img width=26px src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/38/Jupyter_logo.svg/883px-Jupyter_logo.svg.png" />Notebook Viewer</a></td>
      <td><a target="_blank"  href="https://colab.research.google.com/github/giswqs/earthengine-py-notebooks/blob/master/Filter/filter_string_ends_with.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png" /> Run in Google Colab</a></td>
  </table>
  """
  
  # %%
  """
  ## Install Earth Engine API and geemap
  Install the [Earth Engine Python API](https://developers.google.com/earth-engine/python_install) and [geemap](https://geemap.org). The **geemap** Python package is built upon the [ipyleaflet](https://github.com/jupyter-widgets/ipyleaflet) and [folium](https://github.com/python-visualization/folium) packages and implements several methods for interacting with Earth Engine data layers, such as `Map.addLayer()`, `Map.setCenter()`, and `Map.centerObject()`.
  The following script checks if the geemap package has been installed. If not, it will install geemap, which automatically installs its [dependencies](https://github.com/giswqs/geemap#dependencies), including earthengine-api, folium, and ipyleaflet.
  """
  
  # %%
  # Installs geemap package
  import subprocess
  
  try:
      import geemap
  except ImportError:
      print('Installing geemap ...')
      subprocess.check_call(["python", '-m', 'pip', 'install', 'geemap'])
  
  # %%
  import ee
  import geemap
  
  # %%
  """
  ## Create an interactive map 
  The default basemap is `Google Maps`. [Additional basemaps](https://github.com/giswqs/geemap/blob/master/geemap/basemaps.py) can be added using the `Map.add_basemap()` function. 
  """
  
  # %%
  Map = geemap.Map(center=[40,-100], zoom=4)
  Map
  
  # %%
  """
  ## Add Earth Engine Python script 
  """
  
  # %%
  # Add Earth Engine dataset
  states = ee.FeatureCollection('TIGER/2018/States')
  
  # Select states with its name ending with 'ia'
  selected = states.filter(ee.Filter.stringEndsWith('NAME', 'ia'))
  
  
  Map.centerObject(selected, 6)
  Map.addLayer(ee.Image().paint(selected, 0, 2), {'palette': 'yellow'}, 'Selected')
  
  
  # %%
  """
  ## Display Earth Engine data layers 
  """
  
  # %%
  Map.addLayerControl() # This line is not needed for ipyleaflet-based Map.
  Map