# Testing

Thanks to <a href="https://www.starlette.io/testclient/" class="external-link" target="_blank">Starlette</a>, testing **FastAPI** applications is easy and enjoyable.

It is based on <a href="https://www.python-httpx.org" class="external-link" target="_blank">HTTPX</a>, which in turn is designed based on Requests, so it's very familiar and intuitive.

// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

package krt

// Dump is a *testing* helper to dump the state of a collection, if possible, into logs.
func Dump[O any](c Collection[O]) {
	c.(internalCollection[O]).dump()
}

type TestingDummyContext struct{}

# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Common testing utilities for quantization libraries."""
import itertools
import os
from typing import Any, Mapping, Sequence


def parameter_combinations(
    test_parameters: Sequence[Mapping[str, Sequence[Any]]]

```Python hl_lines="27-31"
{!../../../docs_src/app_testing/tutorial002.py!}
```

!!! note "Hinweis"

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