Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[BUG] Invalid SQL compiled when extracting relation columns from duckdb adapter #288

Open
2 tasks done
qmg-tmay opened this issue Oct 26, 2023 · 0 comments
Open
2 tasks done

Comments

@qmg-tmay
Copy link

qmg-tmay commented Oct 26, 2023

Is this a new bug in dbt-expectations?

  • I believe this is a new bug in dbt-expectations
  • I have searched the existing issues, and I could not find an existing issue for this bug

Current Behavior

Macros relying on relation column names build invalid SQL when using DuckDB adapter.

For example, using dbt_expectations.expect_table_columns_to_match_set causes the following error:

Runtime Error in test dbt_expectations_source_expect_table_columns_to_match_set_local_input_id__name__property_type (models/sources.yml)
  Parser Error: syntax error at or near ")"
  LINE 10:     ),
               ^

If I run the tests with the debug flag, I can see the compiled SQL looks like this:

select
      count(*) as failures,
      count(*) != 0 as should_warn,
      count(*) != 0 as should_error
    from (
      with relation_columns as (


    ),
    input_columns as (


        select cast('ID' as TEXT) as input_column
        union all

        select cast('NAME' as TEXT) as input_column
        union all

        select cast('PROPERTY_TYPE' as TEXT) as input_column


    )
    select *
    from
        relation_columns r
        full outer join
        input_columns i on r.relation_column = i.input_column
    where
        -- catch any column in input list that is not in the list of table columns
        -- or any table column that is not in the input list
        r.relation_column is null or
        i.input_column is null

    ) dbt_internal_test

The relation_columns CTE contains nothing leading to a syntax error.

I have experienced the same issue when using the dbt_expectations.expect_column_to_exist test.

Expected Behavior

The macro should compile to valid SQL.

Steps To Reproduce

My dbt_project.yml is:

name: 'validation_spike'
version: '1.0.0'
config-version: 2

profile: 'validation_spike'

model-paths: ["models"]
analysis-paths: ["analyses"]
test-paths: ["tests"]
seed-paths: ["seeds"]
macro-paths: ["macros"]
snapshot-paths: ["snapshots"]

clean-targets:
  - "target"
  - "dbt_packages"

models:
  validation_spike:
    # Config indicated by + and applies to all files under models/example/
    +materialized: view

vars:
  'dbt_date:time_zone': "Europe/London"

My profiles.yml file is:

validation_spike:
  target: dev
  outputs:
    dev:
      type: duckdb
      path: ":memory:"

My models/sources.yml file is:

version: 2

sources:
  - name: local
    meta:
      external_location: "~/<path>/validation_spike/data/{name}.csv"
    tables:
      - name: input
        description: Valid input data
        tests:
          - dbt_expectations.expect_table_columns_to_match_set:
              column_list: ["id", "name", "property_type"]
        columns:
          - name: id
            description: Customer id
            tests:
              - unique
              - not_null
          - name: name
            description: Customer name
            tests:
              - not_null
          - name: property_type
            description: Property type
            tests:
              - accepted_values:
                  name: invalid_property_type
                  values: ["bungalow", "house", "flat/maisonette"]

My dependencies.yml file is:

packages:
  - package: calogica/dbt_expectations
    version: 0.10.0

My test file is (input.csv):

id,name,property_type
1,Sam,bungalow
2,Josh,flat/maisonette
3,Toby,house

Relevant log output

Runtime Error in test dbt_expectations_source_expect_table_columns_to_match_set_local_input_id__name__property_type (models/sources.yml)
  Parser Error: syntax error at or near ")"
  LINE 10:     ),
               ^

Environment

- OS: MacOs Monterey 12.7
- Python: 3.11.0
- dbt: 1.6.6 (dbt-duckdb 1.6.1)
- dbt-expectations: 0.10.0

Which database adapter are you using with dbt?

dbt-duckdb

Note: dbt-expectations currently does not support database adapters other than the ones listed below.

  • Postgres
  • Snowflake
  • BigQuery

Additional Context

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant