Unable to access PCollection outside with block

for table_name, key_pair in relation_repl_key.items():  try:    with beam.Pipeline(options=PipelineOptions()) as p:      PCollection = p | "Reading from source database" >> relational_db.ReadFromDB(        source_config=source_config,        table_name=table_name,        query="SELECT {} FROM {}".format(          key_pair["col"],          table_name        )      )      side_input = bq(p, sideinput_bq_config, table_name, key_pair["repl_key"])  except RuntimeError:    pass  else:    PCollection | "Selecting updated rows" >> beam.ParDo(      KeyCheck(), beam.pvalue.AsSingleton(side_input)    )   finally:    load(PCollection, table_name, key_pair["primary_key"], key_pair["jsonb_col"])

I'm unable to access the PCollection outside the with block. Running PCollection | beam.Map(print) inside finally: returns nothing.