def tf_version_within_limit(metafunc_obj, image):
"""
Test all pytest fixtures for TensorFlow version limits, and return True if all requirements are satisfied
:param metafunc_obj: pytest metafunc object from which fixture names used by test function will be obtained
:param image: Image URI for which the validation must be performed
:return: True if all validation succeeds, else False
"""
tf2_requirement_failed = "tf2_only" in metafunc_obj.fixturenames and not is_tf_version("2", image)
tf24_requirement_failed = "tf24_and_above_only" in metafunc_obj.fixturenames and is_below_tf_version("2.4", image)
tf21_requirement_failed = "tf21_and_above_only" in metafunc_obj.fixturenames and is_below_tf_version("2.1", image)
if tf2_requirement_failed or tf21_requirement_failed or tf24_requirement_failed:
return False
return True
def framework_version_within_limit(metafunc_obj, image):
"""
Test all pytest fixtures for TensorFlow version limits, and return True if all requirements are satisfied
:param metafunc_obj: pytest metafunc object from which fixture names used by test function will be obtained
:param image: Image URI for which the validation must be performed
:return: True if all validation succeeds, else False
"""
image_framework_name, _ = get_framework_and_version_from_tag(image)
if image_framework_name == "tensorflow":
tf2_requirement_failed = "tf2_only" in metafunc_obj.fixturenames and not is_tf_version(
"2", image)
tf24_requirement_failed = "tf24_and_above_only" in metafunc_obj.fixturenames and is_below_tf_version(
"2.4", image)
tf23_requirement_failed = "tf23_and_above_only" in metafunc_obj.fixturenames and is_below_tf_version(
"2.3", image)
tf21_requirement_failed = "tf21_and_above_only" in metafunc_obj.fixturenames and is_below_tf_version(
"2.1", image)
if tf2_requirement_failed or tf21_requirement_failed or tf24_requirement_failed or tf23_requirement_failed:
return False
if image_framework_name == "mxnet":
mx18_requirement_failed = "mx18_and_above_only" in metafunc_obj.fixturenames and is_below_mxnet_version(
"1.8", image)
if mx18_requirement_failed:
return False
if image_framework_name == "pytorch":
pt17_requirement_failed = "pt17_and_above_only" in metafunc_obj.fixturenames and is_below_pytorch_version(
"1.7", image)
if pt17_requirement_failed:
return False
return True