sqlwhat

sqlwhat enables you to write Submission Correctness Tests (SCTs) for interactive SQL exercises on DataCamp.

• If you are new to teaching on DataCamp, check out https://authoring.datacamp.com.
• If you want to learn what SCTs are and how they work, visit this article specifically.
• For more information about writing SCTs for SQL exercises, consult https://sqlwhat.readthedocs.io.

Installing

pip install sqlwhat     # install from pypi
make install            # install from source

Reference

• API Docs: https://sqlwhat.readthedocs.io
• AST viewer: https://ast-viewer.datacamp.com
• Extensions: https://github.com/datacamp/sqlwhat-ext

Raising issues with how SQL is parsed

Please raise an issue on the respsective parser repo:

• antlr-tsql
• antlr-psql

Basic Use

from sqlwhat.State import State    # State holds info needed for tests
from sqlwhat.Reporter import Reporter
from sqlwhat.checks import *       # imports all SCTs
from sqlalchemy import create_engine

code = "SELECT * FROM artists WHERE id < 100"

state = State(
    student_code = code,
    solution_code = code,
    pre_exercise_code = "",
    student_conn = create_engine('sqlite:///'),
    solution_conn = create_engine('sqlite:///'),
    student_result = {'id': [1,2,3], 'name': ['greg', 'jon', 'martha']},
    solution_result = {'id': [1,2,3], 'name': ['toby', 'keith', 'deb']},
    reporter = Reporter()
    )

# test below passes, since code is equal for student and solution
has_equal_ast(state)

# test below raises a TestFail error, since 'name' col of results
# doesn't match between student and solution results
check_result(state)
# shows error data
state.reporter.build_payload()

# can also be done using a chain
from sqlwhat.sct_syntax import Ex
Ex(state).check_result()

Running unit tests

pytest -m "not backend"

If you also want to run the backend tests, you need to set a GITHUB_TOKEN environment variable with access to the (private) sqlbackend repository. After this, you can:

make install
pytest

Rules of testing

1. Running queries is the backend's job
2. If a test doesn't run queries, it doesn't need the backend
3. Very few tests should run queries

Building Docs

Install sqlwhat and run ..

cd docs
make html