Dataflow read all

Use SQL queries with the Dataflow connector to read data from all available tables in a database.

Explore further

For detailed documentation that includes this code sample, see the following:

Code sample

Java

To learn how to install and use the client library for Spanner, see Spanner client libraries .

To authenticate to Spanner, set up Application Default Credentials. For more information, see Set up authentication for a local development environment .

  PCollection<Struct> 
  
 allRecords 
  
 = 
  
 pipeline 
  
 . 
 apply 
 ( 
  
 SpannerIO 
 . 
 read 
 () 
  
 . 
 withSpannerConfig 
 ( 
 spannerConfig 
 ) 
  
 . 
 withBatching 
 ( 
 false 
 ) 
  
 . 
 withQuery 
 ( 
  
 "SELECT t.table_name FROM information_schema.tables AS t WHERE t" 
  
 + 
  
 ".table_catalog = '' AND t.table_schema = ''" 
 )) 
  
 . 
 apply 
 ( 
  
 MapElements 
 . 
 into 
 ( 
 TypeDescriptor 
 . 
 of 
 ( 
 ReadOperation 
 . 
 class 
 )) 
  
 . 
 via 
 ( 
  
 ( 
 SerializableFunction<Struct 
 , 
  
 ReadOperation 
> ) 
  
 input 
  
 - 
>  
 { 
  
 String 
  
 tableName 
  
 = 
  
 input 
 . 
 getString 
 ( 
 0 
 ); 
  
 return 
  
 ReadOperation 
 . 
 create 
 (). 
 withQuery 
 ( 
 "SELECT * FROM " 
  
 + 
  
 tableName 
 ); 
  
 })) 
  
 . 
 apply 
 ( 
 SpannerIO 
 . 
 readAll 
 (). 
 withSpannerConfig 
 ( 
 spannerConfig 
 )); 
 

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