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authorDaniel Friesel <daniel.friesel@uos.de>2021-11-18 12:35:58 +0100
committerDaniel Friesel <daniel.friesel@uos.de>2021-11-18 12:35:58 +0100
commit323a99b6bdabce8a157c9d0768bdfcf52b265f04 (patch)
tree64fa6c97e1a8a78fb0d26af972f19dd060f25662 /bin/analyze-archive.py
parent91563e84617d096058f92a4c074bad0e3a1e0b12 (diff)
add model generation time to dataref export
Diffstat (limited to 'bin/analyze-archive.py')
-rwxr-xr-xbin/analyze-archive.py7
1 files changed, 7 insertions, 0 deletions
diff --git a/bin/analyze-archive.py b/bin/analyze-archive.py
index 0835c90..c66570e 100755
--- a/bin/analyze-archive.py
+++ b/bin/analyze-archive.py
@@ -42,6 +42,7 @@ import logging
import random
import re
import sys
+import time
import dfatool.cli
from dfatool import plotter
from dfatool.loader import RawData, pta_trace_to_aggregate
@@ -640,6 +641,7 @@ if __name__ == "__main__":
by_name, z_limit=args.z_score, remove_outliers=args.remove_outliers
)
+ constructor_start = time.time()
model = PTAModel(
by_name,
parameters,
@@ -649,6 +651,7 @@ if __name__ == "__main__":
pta=pta,
pelt=args.with_substates,
)
+ constructor_duration = time.time() - constructor_start
if xv_method:
xv = CrossValidator(PTAModel, by_name, parameters, arg_count)
@@ -829,9 +832,11 @@ if __name__ == "__main__":
print("--- param model ---")
# get_fitted_sub -> with sub-state detection and modeling
+ fit_start_time = time.time()
param_model, param_info = model.get_fitted(
safe_functions_enabled=safe_functions_enabled
)
+ fit_duration = time.time() - fit_start_time
if "paramdetection" in show_models or "all" in show_models:
for name in model.names:
@@ -1058,6 +1063,8 @@ if __name__ == "__main__":
if args.export_dref:
dref = raw_data.to_dref()
dref.update(model.to_dref(static_quality, lut_quality, analytic_quality))
+ dref["constructor duration"] = (constructor_duration, r"\second")
+ dref["regression duration"] = (fit_duration, r"\second")
with open(args.export_dref, "w") as f:
for k, v in dref.items():
if type(v) is not tuple: