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Title: Data Sources - Spark 4.3.0 Documentation

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Domain: spark.apache.org

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Links:

https://spark.apache.org/docs/latest/index.html
Overviewhttps://spark.apache.org/docs/latest/index.html
Programming Guideshttps://spark.apache.org/docs/latest/sql-data-sources.html
Quick Starthttps://spark.apache.org/docs/latest/quick-start.html
RDDs, Accumulators, Broadcasts Varshttps://spark.apache.org/docs/latest/rdd-programming-guide.html
SQL, DataFrames, and Datasetshttps://spark.apache.org/docs/latest/sql-programming-guide.html
Structured Streaminghttps://spark.apache.org/docs/latest/streaming/index.html
Spark Streaming (DStreams)https://spark.apache.org/docs/latest/streaming-programming-guide.html
MLlib (Machine Learning)https://spark.apache.org/docs/latest/ml-guide.html
GraphX (Graph Processing)https://spark.apache.org/docs/latest/graphx-programming-guide.html
SparkR (R on Spark)https://spark.apache.org/docs/latest/sparkr.html
PySpark (Python on Spark)https://spark.apache.org/docs/latest/api/python/getting_started/index.html
Declarative Pipelineshttps://spark.apache.org/docs/latest/declarative-pipelines-programming-guide.html
API Docshttps://spark.apache.org/docs/latest/sql-data-sources.html
Pythonhttps://spark.apache.org/docs/latest/api/python/index.html
Scalahttps://spark.apache.org/docs/latest/api/scala/org/apache/spark/index.html
Javahttps://spark.apache.org/docs/latest/api/java/index.html
Rhttps://spark.apache.org/docs/latest/api/R/index.html
SQL, Built-in Functionshttps://spark.apache.org/docs/latest/api/sql/index.html
Deployinghttps://spark.apache.org/docs/latest/sql-data-sources.html
Overviewhttps://spark.apache.org/docs/latest/cluster-overview.html
Submitting Applicationshttps://spark.apache.org/docs/latest/submitting-applications.html
Spark Standalonehttps://spark.apache.org/docs/latest/spark-standalone.html
YARNhttps://spark.apache.org/docs/latest/running-on-yarn.html
Kuberneteshttps://spark.apache.org/docs/latest/running-on-kubernetes.html
Morehttps://spark.apache.org/docs/latest/sql-data-sources.html
Configurationhttps://spark.apache.org/docs/latest/configuration.html
Monitoringhttps://spark.apache.org/docs/latest/monitoring.html
Tuning Guidehttps://spark.apache.org/docs/latest/tuning.html
Job Schedulinghttps://spark.apache.org/docs/latest/job-scheduling.html
Securityhttps://spark.apache.org/docs/latest/security.html
Hardware Provisioninghttps://spark.apache.org/docs/latest/hardware-provisioning.html
Migration Guidehttps://spark.apache.org/docs/latest/migration-guide.html
Building Sparkhttps://spark.apache.org/docs/latest/building-spark.html
Contributing to Sparkhttps://spark.apache.org/contributing.html
Third Party Projectshttps://spark.apache.org/third-party-projects.html
Spark SQL Guidehttps://spark.apache.org/docs/latest/sql-programming-guide.html
Getting Started https://spark.apache.org/docs/latest/sql-getting-started.html
Data Sources https://spark.apache.org/docs/latest/sql-data-sources.html
Generic Load/Save Functions https://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html
Generic File Source Options https://spark.apache.org/docs/latest/sql-data-sources-generic-options.html
Parquet Files https://spark.apache.org/docs/latest/sql-data-sources-parquet.html
ORC Files https://spark.apache.org/docs/latest/sql-data-sources-orc.html
JSON Files https://spark.apache.org/docs/latest/sql-data-sources-json.html
CSV Files https://spark.apache.org/docs/latest/sql-data-sources-csv.html
Text Files https://spark.apache.org/docs/latest/sql-data-sources-text.html
XML Files https://spark.apache.org/docs/latest/sql-data-sources-xml.html
Hive Tables https://spark.apache.org/docs/latest/sql-data-sources-hive-tables.html
JDBC To Other Databases https://spark.apache.org/docs/latest/sql-data-sources-jdbc.html
Avro Files https://spark.apache.org/docs/latest/sql-data-sources-avro.html
Protobuf data https://spark.apache.org/docs/latest/sql-data-sources-protobuf.html
Whole Binary Files https://spark.apache.org/docs/latest/sql-data-sources-binaryFile.html
Troubleshooting https://spark.apache.org/docs/latest/sql-data-sources-troubleshooting.html
Data Source V2 https://spark.apache.org/docs/latest/sql-v2-data-sources.html
Performance Tuning https://spark.apache.org/docs/latest/sql-performance-tuning.html
Distributed SQL Engine https://spark.apache.org/docs/latest/sql-distributed-sql-engine.html
PySpark Usage Guide for Pandas with Apache Arrow https://spark.apache.org/docs/latest/sql-pyspark-pandas-with-arrow.html
Migration Guide https://spark.apache.org/docs/latest/sql-migration-guide.html
SQL Reference https://spark.apache.org/docs/latest/sql-ref.html
Error Conditions https://spark.apache.org/docs/latest/sql-error-conditions.html
Generic Load/Save Functionshttps://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html
Manually Specifying Optionshttps://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html#manually-specifying-options
Run SQL on files directlyhttps://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html#run-sql-on-files-directly
Save Modeshttps://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html#save-modes
Saving to Persistent Tableshttps://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html#saving-to-persistent-tables
Bucketing, Sorting and Partitioninghttps://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html#bucketing-sorting-and-partitioning
Generic File Source Optionshttps://spark.apache.org/docs/latest/sql-data-sources-generic-options.html
Ignore Corrupt Fileshttps://spark.apache.org/docs/latest/sql-data-sources-generic-options.html#ignore-corrupt-files
Ignore Missing Fileshttps://spark.apache.org/docs/latest/sql-data-sources-generic-options.html#ignore-missing-files
Path Glob Filterhttps://spark.apache.org/docs/latest/sql-data-sources-generic-options.html#path-glob-filter
Recursive File Lookuphttps://spark.apache.org/docs/latest/sql-data-sources-generic-options.html#recursive-file-lookup
Parquet Fileshttps://spark.apache.org/docs/latest/sql-data-sources-parquet.html
Loading Data Programmaticallyhttps://spark.apache.org/docs/latest/sql-data-sources-parquet.html#loading-data-programmatically
Partition Discoveryhttps://spark.apache.org/docs/latest/sql-data-sources-parquet.html#partition-discovery
Schema Merginghttps://spark.apache.org/docs/latest/sql-data-sources-parquet.html#schema-merging
Hive metastore Parquet table conversionhttps://spark.apache.org/docs/latest/sql-data-sources-parquet.html#hive-metastore-parquet-table-conversion
Configurationhttps://spark.apache.org/docs/latest/sql-data-sources-parquet.html#configuration
ORC Fileshttps://spark.apache.org/docs/latest/sql-data-sources-orc.html
JSON Fileshttps://spark.apache.org/docs/latest/sql-data-sources-json.html
CSV Fileshttps://spark.apache.org/docs/latest/sql-data-sources-csv.html
Text Fileshttps://spark.apache.org/docs/latest/sql-data-sources-text.html
XML Fileshttps://spark.apache.org/docs/latest/sql-data-sources-xml.html
Hive Tableshttps://spark.apache.org/docs/latest/sql-data-sources-hive-tables.html
Specifying storage format for Hive tableshttps://spark.apache.org/docs/latest/sql-data-sources-hive-tables.html#specifying-storage-format-for-hive-tables
Interacting with Different Versions of Hive Metastorehttps://spark.apache.org/docs/latest/sql-data-sources-hive-tables.html#interacting-with-different-versions-of-hive-metastore
JDBC To Other Databaseshttps://spark.apache.org/docs/latest/sql-data-sources-jdbc.html
Avro Fileshttps://spark.apache.org/docs/latest/sql-data-sources-avro.html
Deployinghttps://spark.apache.org/docs/latest/sql-data-sources-avro.html#deploying
Load and Save Functionshttps://spark.apache.org/docs/latest/sql-data-sources-avro.html#load-and-save-functions
to_avro() and from_avro()https://spark.apache.org/docs/latest/sql-data-sources-avro.html#to_avro-and-from_avro
Data Source Optionhttps://spark.apache.org/docs/latest/sql-data-sources-avro.html#data-source-option
Configurationhttps://spark.apache.org/docs/latest/sql-data-sources-avro.html#configuration
Compatibility with Databricks spark-avrohttps://spark.apache.org/docs/latest/sql-data-sources-avro.html#compatibility-with-databricks-spark-avro
Supported types for Avro -> Spark SQL conversionhttps://spark.apache.org/docs/latest/sql-data-sources-avro.html#supported-types-for-avro---spark-sql-conversion
Supported types for Spark SQL -> Avro conversionhttps://spark.apache.org/docs/latest/sql-data-sources-avro.html#supported-types-for-spark-sql---avro-conversion
Protobuf datahttps://spark.apache.org/docs/latest/sql-data-sources-protobuf.html
Deployinghttps://spark.apache.org/docs/latest/sql-data-sources-protobuf.html#deploying
to_protobuf() and from_protobuf()https://spark.apache.org/docs/latest/sql-data-sources-protobuf.html#to_protobuf-and-from_protobuf
Supported types for Protobuf -> Spark SQL conversionhttps://spark.apache.org/docs/latest/sql-data-sources-protobuf.html#supported-types-for-protobuf---spark-sql-conversion
Supported types for Spark SQL -> Protobuf conversionhttps://spark.apache.org/docs/latest/sql-data-sources-protobuf.html#supported-types-for-spark-sql---protobuf-conversion
Handling circular references protobuf fieldshttps://spark.apache.org/docs/latest/sql-data-sources-protobuf.html#handling-circular-references-protobuf-fields
Whole Binary Fileshttps://spark.apache.org/docs/latest/sql-data-sources-binaryFile.html
Troubleshootinghttps://spark.apache.org/docs/latest/sql-data-sources-troubleshooting.html

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