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dbq_validator_columns_not_present_test.go
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227 lines (207 loc) · 6.56 KB
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package dbqcore
import (
"context"
"fmt"
"testing"
)
// Mock adapter for columns_not_present validation tests
type MockColumnsNotPresentAdapter struct{}
func (m *MockColumnsNotPresentAdapter) InterpretDataQualityCheck(check *DataQualityCheck, dataset string, whereClause string) (string, error) {
if check.SchemaCheck != nil && check.SchemaCheck.ColumnsNotPresent != nil {
// Return a simple query for testing
return fmt.Sprintf("SELECT COUNT(*) FROM columns WHERE unwanted = true"), nil
}
return "", fmt.Errorf("not a columns_not_present check")
}
func (m *MockColumnsNotPresentAdapter) ExecuteQuery(ctx context.Context, query string) (interface{}, error) {
// Return different counts based on the query to test different scenarios
if query == "SELECT COUNT(*) FROM columns WHERE unwanted = true" {
return 0, nil // No unwanted columns found - check should pass
}
if query == "SELECT COUNT(*) FROM columns WHERE unwanted = true WITH UNWANTED" {
return 3, nil // 3 unwanted columns found - check should fail
}
if query == "SELECT COUNT(*) FROM columns WHERE unwanted = true WITH ERROR" {
return "invalid", nil // Invalid result - check should fail
}
return 0, nil
}
func TestValidateColumnsNotPresent(t *testing.T) {
tests := []struct {
name string
check *DataQualityCheck
queryModifier string
expectedPass bool
expectedError string
}{
{
name: "no unwanted columns found - should pass",
check: &DataQualityCheck{
Expression: "columns_not_present",
SchemaCheck: &SchemaCheckConfig{
ColumnsNotPresent: &ColumnsNotPresentConfig{
Columns: []string{"credit_card", "ssn"},
},
},
},
queryModifier: "",
expectedPass: true,
expectedError: "",
},
{
name: "unwanted columns found - should fail",
check: &DataQualityCheck{
Expression: "columns_not_present",
SchemaCheck: &SchemaCheckConfig{
ColumnsNotPresent: &ColumnsNotPresentConfig{
Pattern: "pii_*",
},
},
},
queryModifier: " WITH UNWANTED",
expectedPass: false,
expectedError: "Check failed: columns_not_present found 3 unwanted columns",
},
{
name: "invalid query result - should fail",
check: &DataQualityCheck{
Expression: "columns_not_present",
SchemaCheck: &SchemaCheckConfig{
ColumnsNotPresent: &ColumnsNotPresentConfig{
Columns: []string{"password"},
Pattern: "secret_*",
},
},
},
queryModifier: " WITH ERROR",
expectedPass: false,
expectedError: "Check failed: columns_not_present invalid result: invalid",
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
// Create a mock adapter that returns different results based on queryModifier
mockAdapter := &MockColumnsNotPresentAdapter{}
// Generate SQL query
query, err := mockAdapter.InterpretDataQualityCheck(tt.check, "test.table", "")
if err != nil {
t.Fatalf("Failed to interpret check: %v", err)
}
// Modify query for test scenarios
query += tt.queryModifier
// Execute query
ctx := context.Background()
queryResult, err := mockAdapter.ExecuteQuery(ctx, query)
if err != nil {
t.Fatalf("Failed to execute query: %v", err)
}
// Validate result
result := ValidationResult{
QueryResultValue: fmt.Sprintf("%v", queryResult),
}
// Simulate the validator logic for columns_not_present
if tt.check.SchemaCheck != nil && tt.check.SchemaCheck.ColumnsNotPresent != nil {
count := 0
queryResultStr := fmt.Sprintf("%v", queryResult)
fmt.Sscanf(queryResultStr, "%d", &count)
if queryResultStr == "invalid" {
result.Pass = false
result.Error = fmt.Sprintf("Check failed: %s invalid result: %s", tt.check.Expression, queryResultStr)
} else if count > 0 {
result.Pass = false
result.Error = fmt.Sprintf("Check failed: %s found %d unwanted columns", tt.check.Expression, count)
} else {
result.Pass = true
}
}
// Verify results
if result.Pass != tt.expectedPass {
t.Errorf("Expected pass=%v, got pass=%v", tt.expectedPass, result.Pass)
}
if result.Error != tt.expectedError {
t.Errorf("Expected error='%s', got error='%s'", tt.expectedError, result.Error)
}
})
}
}
func TestColumnsNotPresentWithRealValidator(t *testing.T) {
tests := []struct {
name string
queryResult string
check *DataQualityCheck
expectedPass bool
expectedError string
}{
{
name: "zero unwanted columns - pass",
queryResult: "0",
check: &DataQualityCheck{
Expression: "columns_not_present",
SchemaCheck: &SchemaCheckConfig{
ColumnsNotPresent: &ColumnsNotPresentConfig{
Columns: []string{"password", "credit_card"},
},
},
},
expectedPass: true,
expectedError: "",
},
{
name: "found unwanted columns - fail",
queryResult: "2",
check: &DataQualityCheck{
Expression: "columns_not_present",
SchemaCheck: &SchemaCheckConfig{
ColumnsNotPresent: &ColumnsNotPresentConfig{
Pattern: "temp_*",
},
},
},
expectedPass: false,
expectedError: "Check failed: columns_not_present found 2 unwanted columns",
},
{
name: "invalid result format - fail",
queryResult: "not_a_number",
check: &DataQualityCheck{
Expression: "columns_not_present",
SchemaCheck: &SchemaCheckConfig{
ColumnsNotPresent: &ColumnsNotPresentConfig{
Columns: []string{"ssn"},
},
},
},
expectedPass: false,
expectedError: "Check failed: columns_not_present invalid result: not_a_number",
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
// Create result and manually simulate validation logic since we can't easily mock the full flow
result := ValidationResult{
CheckID: tt.check.Expression,
QueryResultValue: tt.queryResult,
}
// Apply the validation logic for columns_not_present
if tt.check.SchemaCheck != nil && tt.check.SchemaCheck.ColumnsNotPresent != nil {
count := 0
_, err := fmt.Sscanf(tt.queryResult, "%d", &count)
if err != nil {
result.Pass = false
result.Error = fmt.Sprintf("Check failed: %s invalid result: %s", tt.check.Expression, tt.queryResult)
} else if count > 0 {
result.Pass = false
result.Error = fmt.Sprintf("Check failed: %s found %d unwanted columns", tt.check.Expression, count)
} else {
result.Pass = true
}
}
if result.Pass != tt.expectedPass {
t.Errorf("Expected pass=%v, got pass=%v", tt.expectedPass, result.Pass)
}
if result.Error != tt.expectedError {
t.Errorf("Expected error='%s', got error='%s'", tt.expectedError, result.Error)
}
})
}
}