.. Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at .. http://www.apache.org/licenses/LICENSE-2.0 .. Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. .. _api.io: ============ Input/Output ============ .. currentmodule:: pyspark.pandas Data Generator -------------- .. autosummary:: :toctree: api/ range Spark Metastore Table --------------------- .. autosummary:: :toctree: api/ read_table DataFrame.to_table Delta Lake ---------- .. autosummary:: :toctree: api/ read_delta DataFrame.to_delta Parquet ------- .. autosummary:: :toctree: api/ read_parquet DataFrame.to_parquet ORC ------- .. autosummary:: :toctree: api/ read_orc DataFrame.to_orc Generic Spark I/O ----------------- .. autosummary:: :toctree: api/ read_spark_io .. autosummary:: :toctree: api/ :template: autosummary/accessor_method.rst DataFrame.spark.to_spark_io Flat File / CSV --------------- .. autosummary:: :toctree: api/ read_csv DataFrame.to_csv Clipboard --------- .. autosummary:: :toctree: api/ read_clipboard DataFrame.to_clipboard Excel ----- .. autosummary:: :toctree: api/ read_excel DataFrame.to_excel JSON ---- .. autosummary:: :toctree: api/ json_normalize read_json DataFrame.to_json HTML ---- .. autosummary:: :toctree: api/ read_html DataFrame.to_html SQL --- .. autosummary:: :toctree: api/ read_sql_table read_sql_query read_sql