json = """
{
  "pipeline": [
    "input.las",
    {
      "type": "filters.normal"
    },
    {
      "type": "filters.poisson"
    }
  ]
}"""

import pdal
pipeline = pdal.Pipeline(json)
pipeline.validate() # check if our JSON and options were good
count = pipeline.execute()