[CodeStyle][F401] remove unused imports in unittests/r_cmake_paddle_tools. (#46712)

cmake/make_resource.py

@@ -20,6 +20,7 @@ res = sys.argv[1]
 out = sys.argv[2]
 var = re.sub(r'[ .-]', '_', os.path.basename(res))
 
-open(out, "w").write("const unsigned char " + var + "[] = {" + ",".join([
-    "0x%02x" % ord(c) for c in open(res).read()
-]) + ",0};\n" + "const unsigned " + var + "_size = sizeof(" + var + ");\n")
+open(out, "w").write("const unsigned char " + var + "[] = {" +
+                     ",".join(["0x%02x" % ord(c)
+                               for c in open(res).read()]) + ",0};\n" +
+                     "const unsigned " + var + "_size = sizeof(" + var + ");\n")

paddle/fluid/eager/auto_code_generator/generator/codegen_utils.py

@@ -12,11 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import logging
 import yaml
 import re
-import argparse
-import os
 
 ########################
 ### Global Variables ###

paddle/fluid/eager/auto_code_generator/generator/eager_gen.py

@@ -12,23 +12,19 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import yaml
 import re
 import argparse
 import os
-import logging
 from codegen_utils import core_ops_returns_info, core_ops_args_info, core_ops_args_type_info
-from codegen_utils import yaml_types_mapping
-from codegen_utils import ReadFwdFile, ReadBwdFile
-from codegen_utils import FindGradName, FindForwardName, GetSavedName, GetGradNodeName
+from codegen_utils import ReadBwdFile
+from codegen_utils import FindForwardName, GetGradNodeName, GetSavedName
 from codegen_utils import IsPlainTensorType, IsVectorTensorType
 from codegen_utils import GetConstReference, RemoveConstAndReference
-from codegen_utils import GetDygraphForwardFunctionName, GetIntermediateAPIFunctionName, GetDygraphLogName
+from codegen_utils import GetDygraphForwardFunctionName, GetIntermediateAPIFunctionName
 from codegen_utils import GetAutoGradMetaName, GetAutoGradMetaVectorName
-from codegen_utils import RemoveSpecialSymbolsInName, RecoverBaseNameOfInplaceFunction
 from codegen_utils import GetInplacedFunctionName
-from codegen_utils import ParseYamlArgs, ParseYamlReturns, ParseYamlForwardFromBackward
-from codegen_utils import ParseYamlForward, ParseYamlBackward
+from codegen_utils import ParseYamlForwardFromBackward
+from codegen_utils import ParseYamlBackward
 from codegen_utils import ParseYamlInplaceInfo
 from codegen_utils import FunctionGeneratorBase, GeneratorBase
 from codegen_utils import ops_to_fill_zero_for_empty_grads

paddle/fluid/eager/auto_code_generator/generator/python_c_gen.py

@@ -14,11 +14,9 @@
 
 import os
 import argparse
-import logging
 from codegen_utils import FunctionGeneratorBase, GeneratorBase
-from codegen_utils import yaml_types_mapping
-from codegen_utils import ReadFwdFile, IsVectorTensorType, GetForwardFunctionName
-from codegen_utils import ParseYamlForward, GetInplacedFunctionName
+from codegen_utils import GetForwardFunctionName, IsVectorTensorType
+from codegen_utils import GetInplacedFunctionName
 
 ###########################
 ## Global Configurations ##

paddle/fluid/inference/api/demo_ci/untar_model.py

@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import tarfile, os
+import tarfile
 import sys
 
 

paddle/fluid/inference/tests/api/full_ILSVRC2012_val_preprocess.py

@@ -10,18 +10,11 @@
 # 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.
-import hashlib
-import unittest
 import os
 import io
 import numpy as np
-import time
 import sys
-import random
-import functools
-import contextlib
 from PIL import Image
-import math
 from paddle.dataset.common import download
 import tarfile
 import argparse
@@ -163,12 +156,12 @@ def run_convert():
     retry = 0
     try_limit = 3
 
-    while not (os.path.exists(output_file) and
-               os.path.getsize(output_file) == FULL_SIZE_BYTES):
+    while not (os.path.exists(output_file)
+               and os.path.getsize(output_file) == FULL_SIZE_BYTES):
         if os.path.exists(output_file):
             sys.stderr.write(
-                "\n\nThe existing binary file[{}] is broken. Start to generate new one...\n\n".
-                format(output_file))
+                "\n\nThe existing binary file[{}] is broken. Start to generate new one...\n\n"
+                .format(output_file))
             os.remove(output_file)
         if retry < try_limit:
             retry = retry + 1
@@ -204,15 +197,16 @@ def convert_Imagenet_local2bin(args):
                 img = Image.open(img_path)
                 img = process_image(img)
                 np_img = np.array(img)
-                of.seek(SIZE_INT64 + SIZE_FLOAT32 * DATA_DIM * DATA_DIM * 3 *
-                        idx)
+                of.seek(SIZE_INT64 +
+                        SIZE_FLOAT32 * DATA_DIM * DATA_DIM * 3 * idx)
                 of.write(np_img.astype('float32').tobytes())
 
                 #save label(int64_t) to file
                 label_int = (int)(label)
                 np_label = np.array(label_int)
-                of.seek(SIZE_INT64 + SIZE_FLOAT32 * DATA_DIM * DATA_DIM * 3 *
-                        num_images + idx * SIZE_INT64)
+                of.seek(SIZE_INT64 +
+                        SIZE_FLOAT32 * DATA_DIM * DATA_DIM * 3 * num_images +
+                        idx * SIZE_INT64)
                 of.write(np_label.astype('int64').tobytes())
 
         # The bin file should contain
@@ -221,36 +215,38 @@ def convert_Imagenet_local2bin(args):
         target_size = SIZE_INT64 + num_images * 3 * args.data_dim * args.data_dim * SIZE_FLOAT32 + num_images * SIZE_INT64
         if (os.path.getsize(bin_file_path) == target_size):
             print(
-                "Success! The user data output binary file can be found at: {0}".
-                format(bin_file_path))
+                "Success! The user data output binary file can be found at: {0}"
+                .format(bin_file_path))
         else:
             print("Conversion failed!")
 
 
 def main_preprocess_Imagenet(args):
     parser = argparse.ArgumentParser(
-        description="Convert the full Imagenet val set or local data to binary file.",
+        description=
+        "Convert the full Imagenet val set or local data to binary file.",
         usage=None,
         add_help=True)
     parser.add_argument(
         '--local',
         action="store_true",
         help="If used, user need to set --data_dir and then convert file")
-    parser.add_argument(
-        "--data_dir", default="", type=str, help="Dataset root directory")
+    parser.add_argument("--data_dir",
+                        default="",
+                        type=str,
+                        help="Dataset root directory")
     parser.add_argument(
         "--label_list",
         type=str,
         default="val_list.txt",
-        help="List of object labels with same sequence as denoted in the annotation file"
+        help=
+        "List of object labels with same sequence as denoted in the annotation file"
     )
-    parser.add_argument(
-        "--output_file",
+    parser.add_argument("--output_file",
                         type=str,
                         default="imagenet_small.bin",
                         help="File path of the output binary file")
-    parser.add_argument(
-        "--data_dim",
+    parser.add_argument("--data_dim",
                         type=int,
                         default=DATA_DIM,
                         help="Image preprocess with data_dim width and height")

paddle/fluid/inference/tests/api/test_detection_dataset_preprocess.py

@@ -12,10 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from full_pascalvoc_test_preprocess import main_pascalvoc_preprocess
-import numpy as np
-import paddle.fluid.core as core
-import paddle.fluid as fluid
 import unittest
 import os
 

paddle/infrt/tests/models/abs_model.py

@@ -13,7 +13,6 @@
 # limitations under the License.
 
 import paddle
-from paddle.nn import Layer
 from paddle.static import InputSpec
 from paddle.jit import to_static
 import sys

paddle/infrt/tests/models/efficientnet-b4/net/utils.py

@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import re
 import math
 from functools import partial

paddle/phi/api/yaml/generator/api_gen.py

@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import yaml
 import argparse
 import re

paddle/phi/api/yaml/generator/backward_api_gen.py

@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import yaml
 import argparse
 import re

paddle/phi/api/yaml/generator/filters.py

@@ -12,17 +12,14 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from typing import List, Dict
 import itertools
 import re
 
-from jinja2.filters import do_xmlattr
 from type_mapping import (input_types_map, optional_input_types_map,
                           attr_types_map, opmaker_attr_types_map,
                           output_type_map)
 from type_mapping import (dense_input_types_map, dense_optional_input_types_map,
-                          dense_output_types_map, sr_input_types_map,
-                          sr_optional_input_types_map, sr_output_types_map,
+                          dense_output_types_map, sr_output_types_map,
                           phi_attr_types_map)
 
 

paddle/phi/api/yaml/generator/generate_op.py

@@ -14,8 +14,6 @@
 
 import argparse
 import os
-import re
-from itertools import chain
 from pathlib import Path
 
 import yaml

paddle/phi/api/yaml/generator/intermediate_api_gen.py

@@ -12,10 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import yaml
 import argparse
-import re
 
 from api_gen import ForwardAPI
 from sparse_api_gen import SparseAPI

paddle/phi/api/yaml/generator/ops_extra_info_gen.py

@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import yaml
 import re
 import argparse

paddle/phi/api/yaml/generator/parse_api.py

@@ -13,7 +13,6 @@
 # limitations under the License.
 
 import argparse
-from pathlib import Path
 
 import yaml
 

paddle/phi/api/yaml/generator/parse_utils.py

@@ -13,7 +13,6 @@
 # limitations under the License.
 
 import re
-import yaml
 from copy import copy
 from typing import Dict, Any, List, Tuple
 from tests import is_attr, is_input, is_output, is_vec

paddle/phi/api/yaml/generator/sparse_api_gen.py

@@ -12,10 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import yaml
 import argparse
-import re
 
 from api_gen import ForwardAPI
 from api_base import PREFIX_TENSOR_NAME

paddle/phi/api/yaml/generator/sparse_bw_api_gen.py

@@ -12,10 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import yaml
 import argparse
-import re
 
 from sparse_api_gen import SparseAPI
 from backward_api_gen import BackwardAPI

paddle/phi/api/yaml/generator/strings_api_gen.py

@@ -12,10 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import yaml
 import argparse
-import re
 
 from api_gen import ForwardAPI
 

paddle/phi/api/yaml/generator/wrapped_infermeta_gen.py

@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import yaml
 import argparse
 

paddle/scripts/conda_build.py

@@ -16,10 +16,8 @@
 
 #
 import platform
-from sys import argv
 import argparse
 import os
-import time
 
 
 def parse_args():

r/example/mobilenet.py

@@ -16,10 +16,8 @@
 
 # pylint: skip-file
 
-import functools
 import numpy as np
 from paddle.fluid.core import AnalysisConfig
-from paddle.fluid.core import AnalysisPredictor
 from paddle.fluid.core import create_paddle_predictor
 
 

tools/CrossStackProfiler/CspChromeTraceFormatter.py

@@ -12,18 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import argparse
 import json
-import six
-import sys
-import re
-import os
-import glob
-import unittest
-import pandas
-import tempfile
-import platform
-import pandas as pd
 
 
 class ChromeTraceFormatter(object):

tools/CrossStackProfiler/CspFileReader.py

@@ -17,8 +17,7 @@ import time
 import json
 import glob
 import logging
-import pandas as pd
-from multiprocessing import Process, Lock
+from multiprocessing import Lock
 """ Some terms to clarify the code
     in most case, one or more paremeters may be set as input args for a class or a function
     in form of single variable or k-v dict

tools/CrossStackProfiler/CspReporter.py

@@ -14,21 +14,16 @@
 
 import os
 import glob
-import logging
 import argparse
-import multiprocessing
 
-import pandas as pd
 from multiprocessing import Process
 
-from NetFileReader import netFileReader
 from DCGMFileReader import dcgmFileReader
 from ProfileFileReader import profileFileReader
 
 from CspFileReader import getLogger
 from CspFileReader import TIME_PATH, DCGM_PATH, NET_PATH, PROFILE_PATH
-from CspFileReader import NETINFO_TRACE_NUM, DCGMINFO_TRACE_NUM, PIPELINEINFO_TRACE_NUM
-from CspFileReader import FILEORGANIZEFORM_BYRANK, FILEORGANIZEFORM_BYTRAINER, FILEORGANIZEFORM_BYOTHER, FILEORGANIZEFORM
+from CspFileReader import FILEORGANIZEFORM_BYRANK, FILEORGANIZEFORM_BYTRAINER
 
 
 def get_argparse():

tools/CrossStackProfiler/DCGMFileReader.py

@@ -14,23 +14,17 @@
 
 import os
 import re
-import json
-import glob
 import logging
 import tempfile
-import argparse
 import pandas as pd
 import multiprocessing
 from multiprocessing import Process
 
-from CspChromeTraceFormatter import ChromeTraceFormatter
-
 from CspFileReader import FileReader
 from CspFileReader import getLogger
 from CspFileReader import dcgmMetricParameterMap
-from CspFileReader import TIME_PATH, DCGM_PATH, NET_PATH, PROFILE_PATH
-from CspFileReader import NETINFO_TRACE_NUM, DCGMINFO_TRACE_NUM, PIPELINEINFO_TRACE_NUM
-from CspFileReader import FILEORGANIZEFORM_BYRANK, FILEORGANIZEFORM_BYTRAINER, FILEORGANIZEFORM_BYOTHER, FILEORGANIZEFORM
+from CspFileReader import PIPELINEINFO_TRACE_NUM
+from CspFileReader import FILEORGANIZEFORM_BYTRAINER
 
 
 class dcgmFileReader(FileReader):

tools/CrossStackProfiler/NetFileReader.py

@@ -12,22 +12,15 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import json
-import glob
-import logging
-import pandas as pd
 import multiprocessing
 
 from multiprocessing import Process
 
-from CspChromeTraceFormatter import ChromeTraceFormatter
-
 from CspFileReader import FileReader
 from CspFileReader import getLogger
-from CspFileReader import TIME_PATH, DCGM_PATH, NET_PATH, PROFILE_PATH
-from CspFileReader import NETINFO_TRACE_NUM, DCGMINFO_TRACE_NUM, PIPELINEINFO_TRACE_NUM
-from CspFileReader import FILEORGANIZEFORM_BYRANK, FILEORGANIZEFORM_BYTRAINER, FILEORGANIZEFORM_BYOTHER, FILEORGANIZEFORM
+from CspFileReader import PIPELINEINFO_TRACE_NUM
+from CspFileReader import FILEORGANIZEFORM_BYTRAINER
 
 
 class netFileReader(FileReader):

tools/CrossStackProfiler/ProfileFileReader.py

@@ -12,26 +12,19 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import six
-import glob
 import json
-import logging
-import argparse
-import pandas as pd
 import multiprocessing
 from multiprocessing import Process
 
-import google.protobuf.text_format as text_format
 import paddle.fluid.proto.profiler.profiler_pb2 as profiler_pb2
 
 from CspChromeTraceFormatter import ChromeTraceFormatter
 
 from CspFileReader import FileReader
 from CspFileReader import getLogger
-from CspFileReader import TIME_PATH, DCGM_PATH, NET_PATH, PROFILE_PATH
 from CspFileReader import NETINFO_TRACE_NUM, DCGMINFO_TRACE_NUM, PIPELINEINFO_TRACE_NUM
-from CspFileReader import FILEORGANIZEFORM_BYRANK, FILEORGANIZEFORM_BYTRAINER, FILEORGANIZEFORM_BYOTHER, FILEORGANIZEFORM
+from CspFileReader import FILEORGANIZEFORM_BYRANK
 
 
 class profileFileReader(FileReader):

tools/analysisPyXml.py

@@ -15,11 +15,7 @@
 import commands
 from xml.etree import ElementTree
 import re
-import time
-import queue
-import threading
 import os
-import json
 import sys
 
 

tools/check_api_source_without_core_ops.py

@@ -14,8 +14,6 @@
 
 import difflib
 import sys
-import importlib
-import os
 import count_api_without_core_ops
 
 with open(sys.argv[1], 'r') as f:

tools/check_ut.py

@@ -15,7 +15,6 @@
 """ Get pull requests. """
 
 import os
-import time
 import os.path
 from github import Github
 

tools/codestyle/docstring_checker.py

@@ -13,10 +13,9 @@
 # limitations under the License.
 """DocstringChecker is used to check python doc string's style."""
 
-import six
 import astroid
 
-from pylint.checkers import BaseChecker, utils
+from pylint.checkers import BaseChecker
 from pylint.interfaces import IAstroidChecker
 
 from collections import defaultdict

tools/codestyle/test_docstring_checker.py

@@ -15,8 +15,6 @@
 import docstring_checker
 import pylint.testutils
 import astroid
-import pytest
-import sys
 
 
 class TestDocstring(pylint.testutils.CheckerTestCase):

tools/count_api_without_core_ops.py

@@ -16,11 +16,7 @@ import importlib
 import inspect
 import collections
 import sys
-import pydoc
 import hashlib
-import functools
-import platform
-from paddle import _C_ops, _legacy_C_ops
 
 __all__ = [
     'get_apis_with_and_without_core_ops',

tools/diff_unittest.py

@@ -14,7 +14,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import difflib
 import sys
 
 try:

tools/externalError/spider.py

@@ -15,8 +15,6 @@
 import ssl
 import re
 import urllib.request
-import json
-import collections
 import sys
 import getopt
 import external_error_pb2

tools/final_ut_parallel_rule.py

@@ -15,10 +15,7 @@
 # limitations under the License.
 
 import os
-import time
 import json
-import datetime
-import codecs
 import sys
 
 

tools/get_pr_ut.py

@@ -16,7 +16,6 @@
 import os
 import json
 import re
-import sys
 import time
 import subprocess
 import requests

tools/get_single_test_cov.py

@@ -13,8 +13,6 @@
 # limitations under the License.
 
 import os
-import json
-import time
 import sys
 import re
 

tools/get_ut_file_map.py

@@ -14,7 +14,6 @@
 
 import os
 import sys
-import re
 import json
 
 

tools/handle_h_cu_file.py

@@ -15,7 +15,6 @@
 import queue
 import threading
 import os
-import json
 import time
 import sys
 

tools/infrt/fake_models/multi_fc.py

@@ -14,9 +14,6 @@
 """
 A fake model with multiple FC layers to test CINN on a more complex model.
 """
-import numpy
-import sys, os
-import numpy as np
 import paddle
 import paddle.fluid as fluid
 

tools/infrt/generate_phi_kernel_dialect.py

@@ -14,7 +14,6 @@
 
 import json
 import yaml
-import sys
 import os
 from get_compat_kernel_signature import get_compat_kernels_info
 

tools/infrt/get_compat_kernel_signature.py

@@ -13,8 +13,6 @@
 # limitations under the License.
 
 import os
-import re
-import json
 
 skip_list = ["adam_sig.cc", "adamw_sig.cc"]
 

tools/infrt/get_phi_kernel_info.py

@@ -17,7 +17,7 @@
 import argparse
 import json
 import yaml
-from typing import List, Dict, Any
+from typing import Dict, List
 
 skipped_phi_api_list_file = "/tools/infrt/skipped_phi_api.json"
 api_yaml_file = "/paddle/phi/api/yaml/api.yaml"

tools/infrt/print_kernel_pass_info.py

@@ -14,7 +14,6 @@
 
 import os
 import re
-import json
 
 skip_list = []
 

tools/parallel_UT_rule.py

@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import sys
 import os
 import platform
 

tools/print_signatures.py

@@ -25,6 +25,7 @@ import hashlib
 import pkgutil
 import logging
 import argparse
+import paddle
 
 member_dict = collections.OrderedDict()
 
@@ -126,7 +127,6 @@ def get_all_api(root_path='paddle', attr="__all__"):
     """
     walk through the paddle package to collect all the apis.
     """
-    import paddle
     global api_info_dict
     api_counter = 0
     for filefinder, name, ispkg in pkgutil.walk_packages(
@@ -140,7 +140,6 @@ def get_all_api(root_path='paddle', attr="__all__"):
                 continue
         except AttributeError:
             logger.warning("AttributeError occurred when `eval(%s)`", name)
-            pass
         else:
             api_counter += process_module(m, attr)
 
@@ -159,7 +158,6 @@ def insert_api_into_dict(full_name, gen_doc_anno=None):
     Return:
         api_info object or None
     """
-    import paddle
     try:
         obj = eval(full_name)
         fc_id = id(obj)
@@ -222,7 +220,6 @@ def process_module(m, attr="__all__"):
 
 
 def check_public_api():
-    import paddle
     modulelist = [  #npqa
         paddle, paddle.amp, paddle.nn, paddle.nn.functional,
         paddle.nn.initializer, paddle.nn.utils, paddle.static, paddle.static.nn,
@@ -271,7 +268,6 @@ def check_public_api():
 
 
 def check_allmodule_callable():
-    import paddle
     modulelist = [paddle]
     for m in modulelist:
         visit_all_module(m)

tools/pyCov_multithreading.py

@@ -12,13 +12,10 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from xml.etree import ElementTree
-import re
 import time
 import queue
 import threading
 import os
-import json
 import sys
 
 taskQueue = queue.Queue()

tools/sampcd_processor.py

@@ -448,8 +448,6 @@ def get_filenames(full_test=False):
 
     '''
     global whl_error
-    import paddle
-    import paddle.fluid.contrib.slim.quantization
     whl_error = []
     if full_test:
         get_full_api_from_pr_spec()

tools/summary_env.py

@@ -11,7 +11,6 @@
 # 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.
-import os
 import sys
 import distro
 import platform

tools/test_check_api_compatible.py

@@ -17,10 +17,7 @@
 TestCases for check_api_compatible.py
 """
 import unittest
-import sys
-import os
 import tempfile
-import inspect
 
 from check_api_compatible import read_argspec_from_file
 from check_api_compatible import check_compatible

tools/test_sampcd_processor.py

@@ -451,7 +451,6 @@ class Test_get_api_md5(unittest.TestCase):
 
     def tearDown(self):
         os.remove(self.api_pr_spec_filename)
-        pass
 
     def test_get_api_md5(self):
         res = get_api_md5('paddle/fluid/API_PR.spec')

tools/timeline.py

@@ -15,10 +15,7 @@
 import argparse
 import json
 import six
-import sys
-import unittest
 
-import google.protobuf.text_format as text_format
 import paddle.fluid.proto.profiler.profiler_pb2 as profiler_pb2
 
 parser = argparse.ArgumentParser(description=__doc__)

tools/windows/get_prec_ut_list.py

@@ -13,9 +13,7 @@
 # limitations under the License.
 """To get a list of prec ut """
 
-import sys
 import os
-import platform
 
 
 def get_prec_ut_list(all_test_cases, prec_test_cases):