redash/tests/utils/test_parameterized_query.py

from unittest import TestCase
from mock import patch
from collections import namedtuple
import pytest

from redash.utils.parameterized_query import ParameterizedQuery, InvalidParameterError, dropdown_values


class TestParameterizedQuery(TestCase):
    def test_returns_empty_list_for_regular_query(self):
        query = ParameterizedQuery(u"SELECT 1")
        self.assertEqual(set([]), query.missing_params)

    def test_finds_all_params_when_missing(self):
        query = ParameterizedQuery(u"SELECT {{param}} FROM {{table}}")
        self.assertEqual(set(['param', 'table']), query.missing_params)

    def test_finds_all_params(self):
        query = ParameterizedQuery(u"SELECT {{param}} FROM {{table}}").apply({
            'param': 'value',
            'table': 'value'
        })
        self.assertEqual(set([]), query.missing_params)

    def test_deduplicates_params(self):
        query = ParameterizedQuery(u"SELECT {{param}}, {{param}} FROM {{table}}").apply({
            'param': 'value',
            'table': 'value'
        })
        self.assertEqual(set([]), query.missing_params)

    def test_handles_nested_params(self):
        query = ParameterizedQuery(u"SELECT {{param}}, {{param}} FROM {{table}} -- {{#test}} {{nested_param}} {{/test}}").apply({
            'param': 'value',
            'table': 'value'
        })
        self.assertEqual(set(['test', 'nested_param']), query.missing_params)

    def test_handles_objects(self):
        query = ParameterizedQuery(u"SELECT * FROM USERS WHERE created_at between '{{ created_at.start }}' and '{{ created_at.end }}'").apply({
            'created_at': {
                'start': 1,
                'end': 2
            }
        })
        self.assertEqual(set([]), query.missing_params)

    def test_raises_on_invalid_text_parameters(self):
        schema = [{"name": "bar", "type": "text"}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": 7})

    def test_validates_text_parameters(self):
        schema = [{"name": "bar", "type": "text"}]
        query = ParameterizedQuery("foo {{bar}}", schema)

        query.apply({"bar": u"baz"})

        self.assertEquals("foo baz", query.text)

    def test_raises_on_invalid_number_parameters(self):
        schema = [{"name": "bar", "type": "number"}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": "baz"})

    def test_validates_number_parameters(self):
        schema = [{"name": "bar", "type": "number"}]
        query = ParameterizedQuery("foo {{bar}}", schema)

        query.apply({"bar": 7})

        self.assertEquals("foo 7", query.text)

    def test_raises_on_invalid_date_parameters(self):
        schema = [{"name": "bar", "type": "date"}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": "baz"})

    def test_validates_date_parameters(self):
        schema = [{"name": "bar", "type": "date"}]
        query = ParameterizedQuery("foo {{bar}}", schema)

        query.apply({"bar": "2000-01-01 12:00:00"})

        self.assertEquals("foo 2000-01-01 12:00:00", query.text)

    def test_raises_on_invalid_enum_parameters(self):
        schema = [{"name": "bar", "type": "enum", "enumOptions": ["baz", "qux"]}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": 7})

    def test_raises_on_unlisted_enum_value_parameters(self):
        schema = [{"name": "bar", "type": "enum", "enumOptions": ["baz", "qux"]}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": "shlomo"})

    def test_validates_enum_parameters(self):
        schema = [{"name": "bar", "type": "enum", "enumOptions": ["baz", "qux"]}]
        query = ParameterizedQuery("foo {{bar}}", schema)

        query.apply({"bar": "baz"})

        self.assertEquals("foo baz", query.text)

    @patch('redash.utils.parameterized_query.dropdown_values')
    def test_raises_on_invalid_query_parameters(self, _):
        schema = [{"name": "bar", "type": "query", "queryId": 1}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": 7})

    @patch('redash.utils.parameterized_query.dropdown_values', return_value=[{"value": "baz"}])
    def test_raises_on_unlisted_query_value_parameters(self, _):
        schema = [{"name": "bar", "type": "query", "queryId": 1}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": "shlomo"})

    @patch('redash.utils.parameterized_query.dropdown_values', return_value=[{"value": "baz"}])
    def test_validates_query_parameters(self, _):
        schema = [{"name": "bar", "type": "query", "queryId": 1}]
        query = ParameterizedQuery("foo {{bar}}", schema)

        query.apply({"bar": "baz"})

        self.assertEquals("foo baz", query.text)

    def test_raises_on_invalid_date_range_parameters(self):
        schema = [{"name": "bar", "type": "date-range"}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": "baz"})

    def test_validates_date_range_parameters(self):
        schema = [{"name": "bar", "type": "date-range"}]
        query = ParameterizedQuery("foo {{bar.start}} {{bar.end}}", schema)

        query.apply({"bar": {"start": "2000-01-01 12:00:00", "end": "2000-12-31 12:00:00"}})

        self.assertEquals("foo 2000-01-01 12:00:00 2000-12-31 12:00:00", query.text)

    def test_raises_on_unexpected_param_types(self):
        schema = [{"name": "bar", "type": "burrito"}]
        query = ParameterizedQuery("foo", schema)

        with pytest.raises(InvalidParameterError):
            query.apply({"bar": "baz"})

    @patch('redash.utils.parameterized_query._load_result', return_value={
        "columns": [{"name": "id"}, {"name": "Name"}, {"name": "Value"}],
        "rows": [{"id": 5, "Name": "John", "Value": "John Doe"}]})
    def test_dropdown_values_prefers_name_and_value_columns(self, _):
        values = dropdown_values(1)
        self.assertEquals(values, [{"name": "John", "value": "John Doe"}])

    @patch('redash.utils.parameterized_query._load_result', return_value={
        "columns": [{"name": "id"}, {"name": "fish"}, {"name": "poultry"}],
        "rows": [{"fish": "Clown", "id": 5, "poultry": "Hen"}]})
    def test_dropdown_values_compromises_for_first_column(self, _):
        values = dropdown_values(1)
        self.assertEquals(values, [{"name": 5, "value": 5}])