cancel
Showing results forย 
Search instead forย 
Did you mean:ย 
Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
cancel
Showing results forย 
Search instead forย 
Did you mean:ย 

Cannot use prepared statements with date functions

Rex
New Contributor III

We are using PHP and the Databricks SQL ODBC driver and cannot run a query that users DATE functions with prepared statements. Sample script/docker setup here:

https://github.com/rlorenzo/databricks_php/blob/odbc_prepare_error/test_connection.php

For example, the following query works in with the Python SQL driver:

SELECT count(1), companyid, company_name as name, series, investment_date
    FROM refactored_db.view_afd
    WHERE companyid not in (
        SELECT companyid
            FROM refactored_db.view_afd
            WHERE investment_date < DATE(NOW()-INTERVAL 64 DAY))
    AND investment_date BETWEEN DATE(NOW()-INTERVAL 64 DAY) AND DATE(NOW())
    GROUP BY companyid, company_name, series, investment_date
    HAVING count(1) <= ?

But using PHP and the ODBC driver we get the error:

Warning: odbc_prepare(): SQL error: [Simba][Hardy] (80) Syntax or semantic analysis error thrown in server while executing query. Error message from server: org.apache.hive.service.cli.HiveSQLException: Error running query: org.apache.spark.sql.catalyst.parser.ParseException: 
mismatched input '?' expecting {'(', '{', 'APPLY', 'CALLED', 'CHANGES', 'CLONE', 'COLLECT', 'CONTAINS', 'CONVERT', 'COPY', 'COPY_OPTIO, SQL state 37000 in SQLPrepare in /test_connection.php on line 43
odbc_prepare Error: [Simba][Hardy] (80) Syntax or semantic analysis error thrown in server while executing query. Error message from server: org.apache.hive.service.cli.HiveSQLException: Error running query: org.apache.spark.sql.catalyst.parser.ParseException: 
mismatched input '?' expecting {'(', '{', 'APPLY', 'CALLED', 'CHANGES', 'CLONE', 'COLLECT', 'CONTAINS', 'CONVERT', 'COPY', 'COPY_OPTIO

Is this a known issue? We would like to use prepared statements to protect against possible SQL injection. However, it seems we need to forgo prepared statements if the driver doesn't support it fully.

1 ACCEPTED SOLUTION

Accepted Solutions

BilalAslamDbrx
Databricks Employee
Databricks Employee

Darn it. In cases where rewriting a query is too tedious, another option is defining the query as a logical view and simply selecting from it and applying parameters as needed. With this approach the query in the definition canโ€™t contain any parameters; they must be defined outside the view. Did you give that a shot?

View solution in original post

4 REPLIES 4

BilalAslamDbrx
Databricks Employee
Databricks Employee

@Rex Lorenzoโ€‹ I'll dig into this and find out.

BilalAslamDbrx
Databricks Employee
Databricks Employee

@Rex Lorenzoโ€‹ apologies it took me so long to get back to you. This is definitely a bug, and it is in the ODBC driver. We are aware of it and are working on it. The root cause is that the SQL parser on driver isn't fully aware of Spark SQL i.e. it's best to stick to SQL-92 e.g. you are using DATE(), which is not standard SQL. Instead, try using CAST(as date) or  CONVERT( as date).

Can you please try it and let me know what happens?

Rex
New Contributor III

@Bilal Aslamโ€‹ We tried CAST and CONVERT and still getting the same error.

BilalAslamDbrx
Databricks Employee
Databricks Employee

Darn it. In cases where rewriting a query is too tedious, another option is defining the query as a logical view and simply selecting from it and applying parameters as needed. With this approach the query in the definition canโ€™t contain any parameters; they must be defined outside the view. Did you give that a shot?

Connect with Databricks Users in Your Area

Join a Regional User Group to connect with local Databricks users. Events will be happening in your city, and you wonโ€™t want to miss the chance to attend and share knowledge.

If there isnโ€™t a group near you, start one and help create a community that brings people together.

Request a New Group