PEST version of bimaterial example added (idaholab#22220)

modules/optimization/examples/bimaterial/pest.pst

@@ -0,0 +1,27 @@
+pcf
+* control data
+restart  estimation
+    2 4 1 0 1
+     1     1 single  point  1   0   0
+ 10.0  2.0  0.3  0.03  10
+ 5.0  5.0  0.001
+ 0.1
+ 100  0.01  4  3  0.01  3
+ 0  0  0
+* parameter groups
+ p     relative    0.01  0.0  switch  2.0 parabolic
+* parameter data
+ppktop none factor 2.0 0.1 20 p 1 0 1
+ppkbot none factor 2.0 0.1 20 p 1 0 1
+* observation groups
+ obsgroup
+* observation data
+TTOPMID 0.138 1.0 obsgroup
+TBOTMID 0.040 1.0 obsgroup
+TBOTLEF 0.022 1.0 obsgroup
+TBOTRIG 0.022 1.0 obsgroup
+* model command line
+ ./run_model.py
+* model input/output
+ pest_params.tpl  pest_params.csv
+ pest_instruction.ins  pest_to_read.txt

modules/optimization/examples/bimaterial/pest_instruction.ins

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+pif @
+@Data@
+l1   [TTOPMID]1:25
+l1   [TBOTMID]1:25
+l1   [TBOTLEF]1:25
+l1   [TBOTRIG]1:25

modules/optimization/examples/bimaterial/pest_params.tpl

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+ptf @
+# This file was written by PEST
+# The following numbers are top diffisivity and bottom diffusivity
+@ppktop                      @,@ppkbot                      @

modules/optimization/examples/bimaterial/run_model.py

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+#!/usr/bin/python3
+import subprocess
+
+# because PEST operates on files, we have to get the diffusivities from the PEST file pest_params.csv
+with open("pest_params.csv", "r") as f:
+    ktop, kbot = f.readlines()[-1].strip().split(",")
+
+# then feed them to model.i
+subprocess.call(['../../isopod-opt', '-i', 'model.i', 'Outputs/csv=true', 'Materials/mat_top/prop_values=' + ktop, 'Materials/mat_bottom/prop_values=' + kbot])
+
+# Now format the output as required by pest_instruction.ins
+with open("model_out.csv", "r") as f:
+    tme, T_bottom_left, T_bottom_mid, T_bottom_right, T_top, d_bot, d_top = f.readlines()[-1].strip().split(",")
+with open("pest_to_read.txt", "w") as f:
+    f.write("Data\n")
+    f.write(" " + T_top + "                        \n")
+    f.write(" " + T_bottom_mid + "                        \n")
+    f.write(" " + T_bottom_left + "                       \n")
+    f.write(" " + T_bottom_right + "                      \n")
+
+
+
+
+