You can issue the GETDELETED query to retrieve all records deleted from the live data for the time range specified. This query accepts a datetime value as a filter, as shown in the following example:

GETDELETED FROM <table_name> WHERE <search_condition>

<search_condition> ::= 
  {
    <expression> { = | < | <= | > | >= } [ <expression> ] 
  } [ { AND | OR } ... ]

<expression> ::=
  | @ <parameter> 
  | ?
  | <literal>
  

String cmd = "GETDELETED FROM Account WHERE LastModifiedDate >= '2013-01-01'";
PreparedStatement pstmt = connection.prepareStatement(cmd);
ResultSet rs = pstmt.getResultSet();
while(rs.next()){	
  System.out.println(rs.getString("InternalId"));
}
connection.close();

Note: By putting a CACHE command in front of the query, you can update the cache to remove all values that have been deleted from the data source, as shown in the following example:

CACHE GETDELETED FROM [TableName] WHERE LastModifiedDate >= '2013-01-01' AND LastModifiedDate <= '2013-02-01'