blob: c95a798c4fae7402e406ffc407c197173e996615 [file] [log] [blame]
#!/usr/bin/env python
## Copyright (c) 2021, Alliance for Open Media. All rights reserved
##
## This source code is subject to the terms of the BSD 3-Clause Clear License and the
## Alliance for Open Media Patent License 1.0. If the BSD 3-Clause Clear License was
## not distributed with this source code in the LICENSE file, you can obtain it
## at aomedia.org/license/software-license/bsd-3-c-c/. If the Alliance for Open Media Patent
## License 1.0 was not distributed with this source code in the PATENTS file, you
## can obtain it at aomedia.org/license/patent-license/.
##
__author__ = "maggie.sun@intel.com, ryanlei@meta.com"
import argparse
import os
import subprocess
import sys
import Utils
from CalcQtyWithVmafTool import GetVMAFLogFile
from CalculateQualityMetrics import CalculateQualityMetric, GatherQualityMetrics
from Config import (
CodecNames,
EnableMD5,
EnableParallelGopEncoding,
EnableTimingInfo,
GOP_SIZE,
LoggerName,
LogLevels,
Path_RDResults,
QPs,
QualityList,
SUFFIX,
TEST_CONFIGURATIONS,
UsePerfUtil,
WorkPath,
)
from EncDecUpscale import Decode, Encode, GetBitstreamFile
from Utils import (
Cleanfolder,
CreateClipList,
CreateNewSubfolder,
DeleteFile,
GatherInstrCycleInfo,
GatherPerfInfo,
GatherPerframeStat,
get_total_frame,
GetDecLogFile,
GetEncLogFile,
GetRDResultCsvFile,
GetShortContentName,
GetTestCfgSubfolder,
md5,
ParseDecLogFile,
SetupLogging,
)
###############################################################################
##### Helper Functions ########################################################
def StartJobScript(test_cfg, job_name):
"""Create and open a new shell script file for an individual job"""
job_file_folder = os.path.join(Path_CmdLog, test_cfg)
if not os.path.exists(job_file_folder):
os.makedirs(job_file_folder)
Utils.CurrentJobFileName = os.path.join(job_file_folder, job_name + ".sh")
Utils.CurrentJobFile = open(Utils.CurrentJobFileName, 'wt')
Utils.CurrentJobFile.write("#!/bin/bash\n\n")
def WriteToJobScript(cmd):
"""Write a command to the current job shell script"""
if Utils.CurrentJobFile:
Utils.CurrentJobFile.write(cmd + "\n")
Utils.CurrentJobFile.write("wait\n")
def EndJobScript():
"""Close the current job shell script and make it executable"""
if Utils.CurrentJobFile:
Utils.CurrentJobFile.close()
os.chmod(Utils.CurrentJobFileName, 0o755)
Utils.CurrentJobFile = None
Utils.CurrentJobFileName = None
def CleanIntermediateFiles():
folders = [Path_DecodedYuv, Path_CfgFiles]
for folder in folders:
Cleanfolder(folder)
def GetBsReconFileName(EncodeMethod, CodecName, EncodePreset, test_cfg, clip, QP):
basename = GetShortContentName(clip.file_name, False)
suffix = SUFFIX[CodecName]
filename = "%s_%s_%s_%s_Preset_%s_QP_%d%s" % (
basename,
EncodeMethod,
CodecName,
test_cfg,
EncodePreset,
QP,
suffix,
)
bs = os.path.join(GetTestCfgSubfolder(Path_Bitstreams, test_cfg), filename)
filename = "%s_%s_%s_%s_Preset_%s_QP_%d_Decoded.y4m" % (
basename,
EncodeMethod,
CodecName,
test_cfg,
EncodePreset,
QP,
)
dec = os.path.join(GetTestCfgSubfolder(Path_DecodedYuv, test_cfg), filename)
return bs, dec
def setupWorkFolderStructure():
global Path_Bitstreams, Path_DecodedYuv, Path_QualityLog, Path_TestLog, Path_CfgFiles, Path_TimingLog, Path_EncLog, Path_DecLog, Path_CmdLog, Path_VmafLog
abs_path = os.path.abspath(WorkPath)
print(abs_path)
if os.path.exists(abs_path) == False:
os.makedirs(abs_path, exist_ok=True)
Path_Bitstreams = CreateNewSubfolder(WorkPath, "bitstreams")
Path_DecodedYuv = CreateNewSubfolder(WorkPath, "decodedYUVs")
Path_QualityLog = CreateNewSubfolder(WorkPath, "qualityLogs")
Path_TestLog = CreateNewSubfolder(WorkPath, "testLogs")
Path_CfgFiles = CreateNewSubfolder(WorkPath, "configFiles")
Path_TimingLog = CreateNewSubfolder(WorkPath, "perfLogs")
Path_EncLog = CreateNewSubfolder(WorkPath, "encLogs")
Path_CmdLog = CreateNewSubfolder(WorkPath, "cmdLogs")
Path_DecLog = CreateNewSubfolder(WorkPath, "decLogs")
Path_VmafLog = CreateNewSubfolder(WorkPath, "vmafLogs")
# Create subfolders under cmdLogs for each test configuration
for test_cfg in TEST_CONFIGURATIONS:
CreateNewSubfolder(Path_CmdLog, test_cfg)
###############################################################################
######### Major Functions #####################################################
def CleanUp_workfolders():
folders = [
Path_Bitstreams,
Path_DecodedYuv,
Path_QualityLog,
Path_TestLog,
Path_CfgFiles,
Path_TimingLog,
Path_EncLog,
Path_DecLog,
Path_VmafLog,
]
for folder in folders:
Cleanfolder(folder)
def Run_Encode_Test(test_cfg, clip, codec, method, preset, LogCmdOnly=False):
Utils.Logger.info(
"start running %s encode tests with %s" % (test_cfg, clip.file_name)
)
# Get test_cfg-specific paths
path_bs = GetTestCfgSubfolder(Path_Bitstreams, test_cfg)
path_dec = GetTestCfgSubfolder(Path_DecodedYuv, test_cfg)
path_timing = GetTestCfgSubfolder(Path_TimingLog, test_cfg)
path_enc_log = GetTestCfgSubfolder(Path_EncLog, test_cfg)
path_dec_log = GetTestCfgSubfolder(Path_DecLog, test_cfg)
path_quality_log = GetTestCfgSubfolder(Path_QualityLog, test_cfg)
path_vmaf_log = GetTestCfgSubfolder(Path_VmafLog, test_cfg)
QPSet = QPs[test_cfg]
for QP in QPSet:
Utils.Logger.info("start encode with QP %d" % (QP))
# encode
total_frame = get_total_frame(test_cfg, clip)
JobName = "%s_%s_%s_%s_Preset_%s_QP_%d" % (
GetShortContentName(clip.file_name, False),
method,
codec,
test_cfg,
preset,
QP,
)
if LogCmdOnly:
Utils.CmdLogger.write(
"============== %s Job Start =================\n" % JobName
)
# Start individual shell script for this job
StartJobScript(test_cfg, JobName)
bsFile = Encode(
method,
codec,
preset,
clip,
test_cfg,
QP,
total_frame,
path_bs,
path_timing,
path_enc_log,
0,
LogCmdOnly,
)
Utils.Logger.info("start decode file %s" % os.path.basename(bsFile))
# decode
decodedYUV = Decode(
clip,
method,
test_cfg,
codec,
bsFile,
path_dec,
path_timing,
False,
path_dec_log,
LogCmdOnly,
)
# calculate quality distortion
Utils.Logger.info("start quality metric calculation")
CalculateQualityMetric(
clip.file_path,
total_frame,
decodedYUV,
clip.fmt,
clip.width,
clip.height,
clip.bit_depth,
path_quality_log,
path_vmaf_log,
LogCmdOnly,
)
if SaveMemory:
DeleteFile(decodedYUV, LogCmdOnly)
Utils.Logger.info("finish running encode with QP %d" % (QP))
if LogCmdOnly:
Utils.CmdLogger.write(
"============== %s Job End ===================\n\n" % JobName
)
# End individual shell script for this job
EndJobScript()
def Run_Parallel_Encode_Test(test_cfg, clip, codec, method, preset, LogCmdOnly=False):
if EnableParallelGopEncoding:
Utils.Logger.info(
"start running %s encode tests with %s" % (test_cfg, clip.file_name)
)
# Get test_cfg-specific paths
path_bs = GetTestCfgSubfolder(Path_Bitstreams, test_cfg)
path_dec = GetTestCfgSubfolder(Path_DecodedYuv, test_cfg)
path_timing = GetTestCfgSubfolder(Path_TimingLog, test_cfg)
path_enc_log = GetTestCfgSubfolder(Path_EncLog, test_cfg)
path_dec_log = GetTestCfgSubfolder(Path_DecLog, test_cfg)
QPSet = QPs[test_cfg]
for QP in QPSet:
Utils.Logger.info("start encode with QP %d" % (QP))
total_frame = get_total_frame(test_cfg, clip)
# Encode
start_frame = 0
while start_frame < total_frame:
# encode
num_frames = GOP_SIZE
if (start_frame + num_frames) > total_frame:
num_frames = total_frame - start_frame
JobName = "%s_%s_%s_%s_Preset_%s_QP_%d_start_%d_frames_%d" % (
GetShortContentName(clip.file_name, False),
method,
codec,
test_cfg,
preset,
QP,
start_frame,
num_frames,
)
if LogCmdOnly:
Utils.CmdLogger.write(
"============== %s Job Start =================\n" % JobName
)
# Start individual shell script for this job
StartJobScript(test_cfg, JobName)
bsFile = Encode(
method,
codec,
preset,
clip,
test_cfg,
QP,
num_frames,
path_bs,
path_timing,
path_enc_log,
start_frame,
LogCmdOnly,
)
decodedYUV = Decode(
clip,
method,
test_cfg,
codec,
bsFile,
path_dec,
path_timing,
False,
path_dec_log,
LogCmdOnly,
)
if SaveMemory:
DeleteFile(decodedYUV, LogCmdOnly)
start_frame += num_frames
if LogCmdOnly:
Utils.CmdLogger.write(
"============== %s Job End ===================\n\n" % JobName
)
# End individual shell script for this job
EndJobScript()
else:
Utils.Logger.error(
"parallel encode function can only be used with Parallel Gop Encoding mode"
)
def Run_Decode_Test(test_cfg, clip, codec, method, preset, LogCmdOnly=False):
if EnableParallelGopEncoding:
Utils.Logger.info(
"start running %s decode tests with %s" % (test_cfg, clip.file_name)
)
# Get test_cfg-specific paths
path_bs = GetTestCfgSubfolder(Path_Bitstreams, test_cfg)
path_dec = GetTestCfgSubfolder(Path_DecodedYuv, test_cfg)
path_timing = GetTestCfgSubfolder(Path_TimingLog, test_cfg)
path_dec_log = GetTestCfgSubfolder(Path_DecLog, test_cfg)
path_quality_log = GetTestCfgSubfolder(Path_QualityLog, test_cfg)
path_vmaf_log = GetTestCfgSubfolder(Path_VmafLog, test_cfg)
QPSet = QPs[test_cfg]
for QP in QPSet:
Utils.Logger.info("start decode with QP %d" % (QP))
total_frame = get_total_frame(test_cfg, clip.file_name)
# decode
JobName = "%s_%s_%s_%s_Preset_%s_QP_%d" % (
GetShortContentName(clip.file_name, False),
method,
codec,
test_cfg,
preset,
QP,
)
if LogCmdOnly:
Utils.CmdLogger.write(
"============== %s Job Start =================\n" % JobName
)
bsfile = "%s/%s_%s_%s_%s_Preset_%s_QP_%d.obu" % (
path_bs,
GetShortContentName(clip.file_name, False),
method,
codec,
test_cfg,
preset,
QP,
)
decodedYUV = Decode(
clip,
method,
test_cfg,
codec,
bsfile,
path_dec,
path_timing,
False,
path_dec_log,
LogCmdOnly,
)
# calculate quality distortion
Utils.Logger.info("start quality metric calculation")
CalculateQualityMetric(
clip.file_path,
total_frame,
decodedYUV,
clip.fmt,
clip.width,
clip.height,
clip.bit_depth,
path_quality_log,
path_vmaf_log,
LogCmdOnly,
)
if SaveMemory:
DeleteFile(decodedYUV, LogCmdOnly)
Utils.Logger.info("finish running encode with QP %d" % (QP))
if LogCmdOnly:
Utils.CmdLogger.write(
"============== %s Job End ===================\n\n" % JobName
)
else:
Utils.Logger.error(
"decode function can only be used with Parallel Gop Encoding mode"
)
def Run_Concatenate_Test(test_cfg, clip, codec, method, preset, LogCmdOnly=False):
if EnableParallelGopEncoding:
Utils.Logger.info(
"start running %s concatenate tests with %s" % (test_cfg, clip.file_name)
)
# Get test_cfg-specific path
path_bs = GetTestCfgSubfolder(Path_Bitstreams, test_cfg)
QPSet = QPs[test_cfg]
for QP in QPSet:
Utils.Logger.info("start encode with QP %d" % (QP))
total_frame = get_total_frame(test_cfg, clip.file_name)
start_frame = 0
JobName = "%s_%s_%s_%s_Preset_%s_QP_%d" % (
GetShortContentName(clip.file_name, False),
method,
codec,
test_cfg,
preset,
QP,
)
cmd = "cat "
while start_frame < total_frame:
num_frames = GOP_SIZE
if (start_frame + num_frames) > total_frame:
num_frames = total_frame - start_frame
bsfile = GetBitstreamFile(
method,
codec,
test_cfg,
preset,
clip.file_path,
QP,
start_frame,
num_frames,
path_bs,
)
cmd += " %s " % bsfile
start_frame += num_frames
bsfile = "%s_%s_%s_%s_Preset_%s_QP_%d.obu" % (
GetShortContentName(clip.file_name, False),
method,
codec,
test_cfg,
preset,
QP,
)
cmd += " > %s/%s" % (path_bs, bsfile)
if LogCmdOnly:
Utils.CmdLogger.write("%s\n" % cmd)
else:
subprocess.call(cmd, shell=True)
def GenerateSummaryRDDataFile(
EncodeMethod, CodecName, EncodePreset, test_cfg, clip_list, log_path, missing
):
Utils.Logger.info("start saving RD results to excel file.......")
if not os.path.exists(Path_RDResults):
os.makedirs(Path_RDResults)
# Get test_cfg-specific paths
path_bs = GetTestCfgSubfolder(Path_Bitstreams, test_cfg)
path_dec = GetTestCfgSubfolder(Path_DecodedYuv, test_cfg)
path_dec_log = GetTestCfgSubfolder(Path_DecLog, test_cfg)
path_quality_log = GetTestCfgSubfolder(Path_QualityLog, test_cfg)
path_timing = GetTestCfgSubfolder(Path_TimingLog, test_cfg)
path_enc_log = GetTestCfgSubfolder(Path_EncLog, test_cfg)
csv_file, perframe_csvfile = GetRDResultCsvFile(
EncodeMethod, CodecName, EncodePreset, test_cfg
)
csv = open(csv_file, "wt")
# "TestCfg,EncodeMethod,CodecName,EncodePreset,Class,OrigRes,Name,FPS,BitDepth,CodedRes,QP,Bitrate(kbps)")
csv.write(
"TestCfg,EncodeMethod,CodecName,EncodePreset,Class,Name,OrigRes,FPS,"
"BitDepth,CodedRes,QP,"
)
csv.write("Bitrate(kbps)")
for qty in QualityList:
csv.write("," + qty)
csv.write(",EncT[s],DecT[s]")
if UsePerfUtil:
csv.write(",EncInstr,DecInstr,EncCycles,DecCycles")
if EnableMD5:
csv.write(",EncMD5,DecMD5")
csv.write("\n")
perframe_csv = open(perframe_csvfile, "wt")
perframe_csv.write(
"TestCfg,EncodeMethod,CodecName,EncodePreset,Class,Name,Res,FPS,"
"BitDepth,QP,POC,FrameType,Level,qindex,FrameSize"
)
for qty in QualityList:
if (
qty != "Overall_PSNR"
and qty != "Overall_APSNR"
and not qty.startswith("APSNR")
):
perframe_csv.write("," + qty)
perframe_csv.write("\n")
QPSet = QPs[test_cfg]
for clip in clip_list:
total_frame = get_total_frame(test_cfg, clip.file_name)
for qp in QPSet:
JobName = "%s_%s_%s_%s_Preset_%s_QP_%d" % (
GetShortContentName(clip.file_name, False),
EncodeMethod,
CodecName,
test_cfg,
EncodePreset,
qp,
)
bs, dec = GetBsReconFileName(
EncodeMethod, CodecName, EncodePreset, test_cfg, clip, qp
)
if not os.path.exists(bs):
print(f"'{JobName}',")
missing.write(f"'{JobName}',\n")
continue
dec_log = GetDecLogFile(bs, path_dec_log)
if not os.path.exists(dec_log):
print(f"'{JobName}',")
missing.write(f"'{JobName}',\n")
continue
num_dec_frames = ParseDecLogFile(dec_log)
if num_dec_frames == 0:
print(f"'{JobName}',")
missing.write(f"'{JobName}',\n")
continue
vmaf_log = GetVMAFLogFile(dec, path_quality_log)
if not os.path.exists(vmaf_log):
print(f"'{JobName}',")
missing.write(f"'{JobName}',\n")
continue
quality, perframe_vmaf_log, frame_num = GatherQualityMetrics(
dec, path_quality_log
)
if not quality:
print(f"'{JobName}',")
missing.write(f"'{JobName}',\n")
continue
if frame_num < total_frame:
print(f"'{JobName}',")
missing.write(f"'{JobName}',\n")
continue
# print("%s Frame number = %d"%(bs, frame_num))
filesize = os.path.getsize(bs)
bitrate = round(
(filesize * 8 * (clip.fps_num / clip.fps_denom) / frame_num) / 1000.0, 6
)
csv.write(
"%s,%s,%s,%s,%s,%s,%s,%.2f,%d,%s,%d,"
% (
test_cfg,
EncodeMethod,
CodecName,
EncodePreset,
clip.file_class,
clip.file_name,
str(clip.width) + "x" + str(clip.height),
clip.fps,
clip.bit_depth,
str(clip.width) + "x" + str(clip.height),
qp,
)
)
if test_cfg == "STILL":
csv.write("%d" % filesize)
else:
csv.write("%f" % bitrate)
for qty in quality:
csv.write(",%f" % qty)
if UsePerfUtil:
if test_cfg == "RA" and EnableParallelGopEncoding:
csv.write(",,,,,,,")
else:
enc_time, dec_time, enc_instr, dec_instr, enc_cycles, dec_cycles = (
GatherInstrCycleInfo(bs, path_timing)
)
csv.write(
",%.2f,%.2f,%s,%s,%s,%s,"
% (
enc_time,
dec_time,
enc_instr,
dec_instr,
enc_cycles,
dec_cycles,
)
)
elif EnableTimingInfo:
if test_cfg == "RA" and EnableParallelGopEncoding:
csv.write(",,,")
else:
enc_time, dec_time = GatherPerfInfo(bs, path_timing)
csv.write(",%.2f,%.2f," % (enc_time, dec_time))
else:
csv.write(",,,")
if EnableMD5:
enc_md5 = md5(bs)
dec_md5 = md5(dec)
csv.write("%s,%s" % (enc_md5, dec_md5))
csv.write("\n")
if EncodeMethod == "aom":
if test_cfg != "RA" or not EnableParallelGopEncoding:
enc_log = GetEncLogFile(bs, path_enc_log)
GatherPerframeStat(
test_cfg,
EncodeMethod,
CodecName,
EncodePreset,
clip,
clip.file_name,
clip.width,
clip.height,
qp,
enc_log,
perframe_csv,
perframe_vmaf_log,
)
csv.close()
perframe_csv.close()
Utils.Logger.info("finish export RD results to file.")
return
def ParseArguments(raw_args):
parser = argparse.ArgumentParser(
prog="AV2CTCTestTest.py", usage="%(prog)s [options]", description=""
)
parser.add_argument(
"-f",
"--function",
dest="Function",
type=str,
required=True,
metavar="",
choices=["clean", "encode", "summary", "concatenate", "decode"],
help="function to run: clean, encode, summary, concatenate, decode",
)
parser.add_argument(
"-s",
"--SaveMemory",
dest="SaveMemory",
type=bool,
default=True,
metavar="",
help="save memory mode will delete most files in"
" intermediate steps and keeps only necessary "
"ones for RD calculation. It is false by default",
)
parser.add_argument(
"-CmdOnly",
"--LogCmdOnly",
dest="LogCmdOnly",
type=bool,
default=True,
metavar="",
help="LogCmdOnly mode will only capture the command sequences"
"It is true by default",
)
parser.add_argument(
"-l",
"--LoggingLevel",
dest="LogLevel",
type=int,
default=3,
choices=range(len(LogLevels)),
metavar="",
help="logging level: 0:No Logging, 1: Critical, 2: Error,"
" 3: Warning, 4: Info, 5: Debug",
)
parser.add_argument(
"-p",
"--EncodePreset",
dest="EncodePreset",
type=str,
metavar="",
help="EncodePreset: 0,1,2... for aom",
)
parser.add_argument(
"-c",
"--CodecName",
dest="CodecName",
type=str,
default="av2",
choices=CodecNames,
metavar="",
help="CodecName: av1, av2, hevc",
)
parser.add_argument(
"-m",
"--EncodeMethod",
dest="EncodeMethod",
type=str,
metavar="",
help="EncodeMethod: aom, svt for av1, hm for hevc",
)
if len(raw_args) == 1:
parser.print_help()
sys.exit(1)
args = parser.parse_args(raw_args[1:])
global Function, SaveMemory, LogLevel, EncodePreset, CodecName, EncodeMethod, LogCmdOnly
Function = args.Function
SaveMemory = args.SaveMemory
LogLevel = args.LogLevel
EncodePreset = args.EncodePreset
CodecName = args.CodecName
EncodeMethod = args.EncodeMethod
LogCmdOnly = args.LogCmdOnly
######################################
# main
######################################
if __name__ == "__main__":
# sys.argv = ["", "-f", "encode", "-c", "av2", "-m", "aom", "-p", "6", "--LogCmdOnly", "1"]
# sys.argv = ["", "-f", "summary", "-c", "av2", "-m", "aom", "-p", "6"]
# sys.argv = ["", "-f", "encode", "-c", "hevc", "-m", "hm", "-p", "0"] #, "--LogCmdOnly", "1"]
# sys.argv = ["", "-f", "encode", "-c", "av1", "-m", "aom", "-p", "0"] # , "--LogCmdOnly", "1"]
ParseArguments(sys.argv)
# preparation for executing functions
setupWorkFolderStructure()
if Function not in ["clean"]:
# Command log txt file goes to WorkPath folder
SetupLogging(LogLevel, LogCmdOnly, LoggerName, WorkPath, Path_TestLog)
# execute functions
if Function == "clean":
CleanUp_workfolders()
elif Function == "encode":
for test_cfg in TEST_CONFIGURATIONS:
clip_list = CreateClipList(test_cfg)
for clip in clip_list:
total_frame = get_total_frame(test_cfg, clip)
if test_cfg == "RA" and total_frame <= GOP_SIZE:
EnableParallelGopEncoding = False
if test_cfg == "RA" and EnableParallelGopEncoding:
Run_Parallel_Encode_Test(
test_cfg,
clip,
CodecName,
EncodeMethod,
EncodePreset,
LogCmdOnly,
)
else:
Run_Encode_Test(
test_cfg,
clip,
CodecName,
EncodeMethod,
EncodePreset,
LogCmdOnly,
)
if SaveMemory:
Cleanfolder(Path_DecodedYuv)
elif Function == "concatenate":
test_cfg = "RA"
clip_list = CreateClipList(test_cfg)
for clip in clip_list:
if EnableParallelGopEncoding:
Run_Concatenate_Test(
test_cfg, clip, CodecName, EncodeMethod, EncodePreset, LogCmdOnly
)
else:
Utils.Logger.error(
"concatenate function can only be used with Parallel Gop Encoding mode and RA configuration"
)
elif Function == "decode":
test_cfg = "RA"
clip_list = CreateClipList(test_cfg)
for clip in clip_list:
if EnableParallelGopEncoding:
Run_Decode_Test(
test_cfg, clip, CodecName, EncodeMethod, EncodePreset, LogCmdOnly
)
else:
Utils.Logger.error(
"decode function can only be used with Parallel Gop Encoding mode and RA configuration"
)
elif Function == "summary":
Missing = open("Missing.log", "wt")
for test_cfg in TEST_CONFIGURATIONS:
clip_list = CreateClipList(test_cfg)
GenerateSummaryRDDataFile(
EncodeMethod,
CodecName,
EncodePreset,
test_cfg,
clip_list,
Path_EncLog,
Missing,
)
Missing.close()
Utils.Logger.info("RD data summary file generated")
else:
Utils.Logger.error("invalid parameter value of Function")