Repository: supaero-aircraft-design/FAST-GA (language: python)

Issue:
Rajouter tests unitaires pour tester que le generate block analysis remonte les bonnes exceptions

Retirer les fichiers airfoils des avions non cs23
In aerodynamics/resources


Discussion / hints:

Fix patch:
diff --git a/src/fastga/command/api.py b/src/fastga/command/api.py
index c1271f4c..037945c9 100644
--- a/src/fastga/command/api.py
+++ b/src/fastga/command/api.py
@@ -21,6 +21,7 @@
 from typing import Union, List
 from openmdao.core.explicitcomponent import ExplicitComponent
 from openmdao.core.implicitcomponent import ImplicitComponent
+from openmdao.core.indepvarcomp import IndepVarComp
 from openmdao.core.group import Group
 from openmdao.core.system import System
 import openmdao.api as om
@@ -141,12 +142,15 @@ def generate_block_analysis(
             "but no function is returned!\nConsider defining proper values before second execution!"
         )
 
-    elif os.path.exists(xml_file_path):
+    else:
 
-        reader = VariableIO(xml_file_path, VariableXmlStandardFormatter()).read(
-            ignore=(var_inputs + outputs_names + ivc_outputs_names)
-        )
-        xml_inputs = reader.names()
+        if os.path.exists(xml_file_path):
+            reader = VariableIO(xml_file_path, VariableXmlStandardFormatter()).read(
+                ignore=(var_inputs + outputs_names + ivc_outputs_names)
+            )
+            xml_inputs = reader.names()
+        else:
+            xml_inputs = []
         if not (set(xml_inputs + var_inputs + ivc_outputs_names).intersection(set(inputs_names)) == set(inputs_names)):
             # If some inputs are missing write an error message and add them to the problem if authorized
             missing_inputs = list(
@@ -188,8 +192,11 @@ def patched_function(inputs_dict: dict) -> dict:
                 """
 
                 # Read .xml file and construct Independent Variable Component excluding outputs
-                reader.path_separator = ":"
-                ivc_local = reader.to_ivc()
+                if os.path.exists(xml_file_path):
+                    reader.path_separator = ":"
+                    ivc_local = reader.to_ivc()
+                else:
+                    ivc_local = IndepVarComp()
                 for name, value in inputs_dict.items():
                     ivc_local.add_output(name, value[0], units=value[1])
                 group_local = AutoUnitsDefaultGroup()
diff --git a/src/fastga/models/aerodynamics/components/compute_propeller_aero.py b/src/fastga/models/aerodynamics/components/compute_propeller_aero.py
index 70f25076..f5889ace 100644
--- a/src/fastga/models/aerodynamics/components/compute_propeller_aero.py
+++ b/src/fastga/models/aerodynamics/components/compute_propeller_aero.py
@@ -20,6 +20,7 @@
 import openmdao.api as om
 import math
 import logging
+import time
 import pandas as pd
 from scipy.optimize import fsolve
 import warnings
@@ -174,7 +175,7 @@ def compute(self, inputs, outputs, discrete_inputs=None, discrete_outputs=None):
         # Reformat table
         thrust_limit, thrust_interp, efficiency_interp = self.reformat_table(thrust_vect, eta_vect)
 
-        _LOGGER.debug("Done with propeller computation")
+        _LOGGER.debug("Finishing propeller computation")
 
         # Save results
         outputs["data:aerodynamics:propeller:cruise_level:efficiency"] = efficiency_interp
diff --git a/src/fastga/models/aerodynamics/external/openvsp/compute_aero.py b/src/fastga/models/aerodynamics/external/openvsp/compute_aero.py
index 96bc16d2..42da74fa 100644
--- a/src/fastga/models/aerodynamics/external/openvsp/compute_aero.py
+++ b/src/fastga/models/aerodynamics/external/openvsp/compute_aero.py
@@ -15,6 +15,8 @@
 #  along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
 
+import logging
+
 import numpy as np
 from openmdao.core.group import Group
 
@@ -22,6 +24,8 @@
 from ...constants import SPAN_MESH_POINT, MACH_NB_PTS
 from ...components.compute_reynolds import ComputeUnitReynolds
 
+_LOGGER = logging.getLogger(__name__)
+
 INPUT_AOA = 10.0  # only one value given since calculation is done by default around 0.0!
 
 
@@ -128,6 +132,8 @@ def check_config(self, logger):
 
     def compute(self, inputs, outputs):
 
+        _LOGGER.debug("Entering aerodynamic computation")
+
         # Check AOA input is float
         if not (type(INPUT_AOA) == float):
             raise TypeError("INPUT_AOA should be a float!")
diff --git a/src/fastga/models/aerodynamics/external/vlm/compute_aero.py b/src/fastga/models/aerodynamics/external/vlm/compute_aero.py
index bcdf3e1b..71fc509f 100644
--- a/src/fastga/models/aerodynamics/external/vlm/compute_aero.py
+++ b/src/fastga/models/aerodynamics/external/vlm/compute_aero.py
@@ -14,6 +14,8 @@
 #  You should have received a copy of the GNU General Public License
 #  along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
+import logging
+
 import numpy as np
 from openmdao.core.group import Group
 from openmdao.core.explicitcomponent import ExplicitComponent
@@ -23,6 +25,8 @@
 from ..xfoil.xfoil_polar import XfoilPolar
 from ...components.compute_reynolds import ComputeUnitReynolds
 
+_LOGGER = logging.getLogger(__name__)
+
 DEFAULT_WING_AIRFOIL = "naca23012.af"
 DEFAULT_HTP_AIRFOIL = "naca0012.af"
 INPUT_AOA = 10.0  # only one value given since calculation is done by default around 0.0!
@@ -232,6 +236,8 @@ def setup(self):
 
     def compute(self, inputs, outputs, discrete_inputs=None, discrete_outputs=None):
 
+        _LOGGER.debug("Entering propeller computation")
+
         # Check AOA input is float
         if not (type(INPUT_AOA) == float):
             raise TypeError("INPUT_AOA should be a float!")
diff --git a/src/fastga/models/aerodynamics/external/xfoil/resources/naca0012_20S.csv b/src/fastga/models/aerodynamics/external/xfoil/resources/naca0012_20S.csv
index dd54fe5c..75ef43d7 100644
--- a/src/fastga/models/aerodynamics/external/xfoil/resources/naca0012_20S.csv
+++ b/src/fastga/models/aerodynamics/external/xfoil/resources/naca0012_20S.csv
@@ -1,10 +1,10 @@
-,0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62
-mach,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1179,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.1194,0.05,0.1179,0.255,0.255,0.255,0.255,0.255,0.255,0.255,0.255,0.255,0.255,0.255,0.255
-reynolds,500000,770833,1041667,1312500,1583333,1854167,2125000,2395833,2666667,2937500,3208333,3479167,3750000,4020833,4291667,4562500,4833333,5104167,5375000,5645833,5916667,6187500,6458333,6729167,7000000,500000,770833,1041667,1312500,1583333,1854167,2125000,2395833,2666667,2937500,3208333,3479167,3750000,4020833,4291667,4562500,4833333,5104167,5375000,5645833,5916667,6458333,6729167,7000000,500000,360952,3916826,1886934,3931661,3932253,3932839,3984327,4026581,4036708,4046266,4051139,4053249,1881838
-cl_max_2d,1.2144,1.2913,1.3793,1.4516,1.4898,1.5283,1.5628,1.5728,1.5927,1.6233,1.6395,1.6526,1.663,1.6791,1.6839,1.6921,1.7029,1.7125,1.7211,1.729,1.7359,1.7424,1.7647,1.7707,1.776,1.2138,1.2907,1.3785,1.4511,1.4893,1.5279,1.5623,1.5721,1.5924,1.623,1.6392,1.6523,1.6628,1.6786,1.6833,1.6918,1.7027,1.7124,1.721,1.7289,1.7509,1.7645,1.7705,1.7758,1.2309,1.1617,1.5925,1.4388,1.5931,1.5932,1.5932,1.5953,1.597,1.5974,1.5977,1.5979,1.598,1.4381
-cl_min_2d,-1.2133,-1.2905,-1.3781,-1.4549,-1.4883,-1.5269,-1.5614,-1.5714,-1.5912,-1.6097,-1.638,-1.6512,-1.6616,-1.6697,-1.6755,-1.6904,-1.7013,-1.711,-1.7196,-1.7419,-1.7495,-1.7567,-1.7631,-1.7691,-1.7745,-1.2127,-1.2899,-1.3773,-1.4541,-1.4878,-1.5265,-1.5608,-1.5707,-1.5909,-1.6214,-1.6377,-1.6508,-1.6613,-1.6694,-1.6752,-1.6796,-1.7011,-1.7108,-1.7194,-1.7416,-1.7493,-1.7629,-1.7689,-1.7743,-1.2298,-1.1607,-1.591,-1.4378,-1.5916,-1.5917,-1.5917,-1.5939,-1.5955,-1.5959,-1.5963,-1.5965,-1.5965,-1.4372
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-0.0004, -0.0126, -0.0229, -0.0317, -0.0387, -0.0429, -0.0438, -0.0421, -0.0386, -0.0341, -0.0289, -0.0241, -0.0207, -0.0174, -0.0147, -0.0123, -0.0098, -0.0072, -0.0042, -0.0021, -0.003, -0.0043, -0.0058, -0.0062, -0.0062, -0.0052, -0.0039, -0.0031, -0.0023, -0.0018, -0.0013, -0.001, -0.0007, -0.0004, -0.0002, -0.0001, -0.0, -0.0001, 0.0001, 0.0, 0.0001, 0.0002, 0.0004, 0.0007, 0.001, 0.0013, 0.0017, 0.0023, 0.0031, 0.0039, 0.0051, 0.0062, 0.0062, 0.0058, 0.0043, 0.003, 0.002, 0.0042, 0.0072, 0.0098, 0.0123, 0.0147, 0.0174, 0.0207, 0.0241, 0.0288, 0.034, 0.0385, 0.0419, 0.0436, 0.0427, 0.0384, 0.0314, 0.0225, 0.0122, -0.0001, -0.0141, -0.0283]","[0.0278, 0.0137, -0.0004, -0.0126, -0.0229, -0.0317, -0.0387, -0.0429, -0.0438, -0.0421, -0.0386, -0.0341, -0.0289, -0.0241, -0.0207, -0.0174, -0.0147, -0.0123, -0.0098, -0.0072, -0.0042, -0.0021, -0.003, -0.0044, -0.0058, -0.0062, -0.0062, -0.0051, -0.0039, -0.0031, -0.0023, -0.0017, -0.0013, -0.001, -0.0007, -0.0004, -0.0002, -0.0001, -0.0, -0.0001, 0.0001, 0.0, 0.0001, 0.0002, 0.0004, 0.0007, 0.001, 0.0013, 0.0017, 0.0023, 0.0031, 0.0039, 0.0051, 0.0062, 0.0062, 0.0058, 0.0043, 0.003, 0.002, 0.0042, 0.0072, 0.0098, 0.0123, 0.0147, 0.0174, 0.0207, 0.0241, 0.0288, 0.034, 0.0385, 0.0419, 0.0436, 0.0427, 0.0384, 0.0314, 0.0225, 0.0122, -0.0001, -0.0141, -0.0282]","[0.0473, 0.0365, 0.0264, 0.0165, 0.0063, -0.0042, -0.0146, -0.024, -0.0319, -0.0376, -0.0403, -0.0402, -0.0377, -0.0334, -0.0282, -0.0236, -0.0202, -0.017, -0.0144, -0.0118, -0.0092, -0.0064, -0.0028, 0.0006, 0.0018, -0.0002, -0.0024, -0.0042, -0.006, -0.0066, -0.0062, -0.0052, -0.0041, -0.0032, -0.0024, -0.0017, -0.0013, -0.0009, -0.0005, -0.0003, -0.0, 0.0003, 0.0005, 0.0009, 0.0013, 0.0017, 0.0024, 0.0032, 0.0041, 0.0052, 0.0062, 0.0066, 0.006, 0.0042, 0.0024, 0.0002, -0.0018, -0.0006, 0.0028, 0.0064, 0.0092, 0.0118, 0.0144, 0.017, 0.0202, 0.0235, 0.0281, 0.0333, 0.0376, 0.04, 0.0402, 0.0374, 0.0316, 0.0237, 0.0142, 0.0038, -0.0067, -0.0169, -0.0268, -0.0369, -0.048]","[0.0304, 0.025, 0.0241, 0.0227, 0.0157, 0.015, -0.0059, -0.0188, -0.0284, -0.0349, -0.0377, -0.0375, -0.036, -0.033, -0.0287, -0.0245, -0.0214, -0.0186, -0.0157, -0.0132, -0.0103, -0.0078, -0.0045, -0.0015, 0.0017, 0.0048, 0.0076, 0.0102, 0.0126, 0.0145, 0.0125, 0.0075, 0.0028, -0.0017, -0.0047, -0.0051, -0.0041, -0.0022, 0.0, 0.0022, 0.0041, 0.0051, 0.0047, 0.0017, -0.0028, -0.0075, -0.0125, -0.0145, -0.0125, -0.0102, -0.0076, -0.0048, -0.0017, 0.0015, 0.0045, 0.0078, 0.0103, 0.0132, 0.0157, 0.0185, 0.0214, 0.0244, 0.0286, 0.0329, 0.0359, 0.0373, 0.0375, 0.0346, 0.0281, 0.0184, 0.0054, -0.0149, -0.0156, -0.0225, -0.0239, -0.0247, -0.0301]"
diff --git a/src/fastga/models/aerodynamics/resources/b737a.af b/src/fastga/models/aerodynamics/resources/b737a.af
deleted file mode 100644
index a1531685..00000000
--- a/src/fastga/models/aerodynamics/resources/b737a.af
+++ /dev/null
@@ -1,54 +0,0 @@
-DEMO GEOM AIRFOIL FILE 
-BOEING 737 (a)
-0	Sym Flag (0 - No, 1 - Yes)
-24	Num Pnts Upper
-24	Num Pnts Lower
-0.0000	0.0177
-0.0023	0.0309
-0.0050	0.0372
-0.0076	0.0415
-0.0143	0.0499
-0.0249	0.0582
-0.0495	0.0730
-0.0740	0.0814
-0.0990	0.0866
-0.1530	0.0907
-0.1961	0.0905
-0.2504	0.0887
-0.3094	0.0858
-0.3520	0.0833
-0.3919	0.0804
-0.4477	0.0756
-0.5034	0.0696
-0.5593	0.0626
-0.5965	0.0575
-0.6488	0.0498
-0.8351	0.0224
-0.9109	0.0132
-0.9900	0.0003
-1.0000	0.0000
-
-0.0000	0.0177
-0.0022	0.0038
-0.0049	-0.0018
-0.0072	-0.0053
-0.0119	-0.0106
-0.0243	-0.0204
-0.0486	-0.0342
-0.0716	-0.0457
-0.0979	-0.0516
-0.1488	-0.0607
-0.1953	-0.0632
-0.2501	-0.0632
-0.2945	-0.0626
-0.3579	-0.0610
-0.3965	-0.0595
-0.4543	-0.0563
-0.5050	-0.0527
-0.5556	-0.0482
-0.6063	-0.0427
-0.6485	-0.0375
-0.8317	-0.0149
-0.9410	-0.0053
-0.9900	-0.0003
-1.0000	0.0000
diff --git a/src/fastga/models/aerodynamics/resources/b737b.af b/src/fastga/models/aerodynamics/resources/b737b.af
deleted file mode 100644
index cf82820c..00000000
--- a/src/fastga/models/aerodynamics/resources/b737b.af
+++ /dev/null
@@ -1,54 +0,0 @@
-DEMO GEOM AIRFOIL FILE 
-BOEING 737 (b)	
-0	Sym Flag (0 - No, 1 - Yes)
-24	Num Pnts Upper
-24	Num Pnts Lower
-0	0.0088
-0.0026	0.0198
-0.0047	0.0236
-0.0075	0.0275
-0.0129	0.0332
-0.0229	0.0408
-0.053	0.0552
-0.0736	0.0613
-0.0996	0.0666
-0.1513	0.0728
-0.208	0.0756
-0.25	0.0761
-0.2972	0.0756
-0.3602	0.0734
-0.4075	0.0705
-0.4547	0.0667
-0.5101	0.0614
-0.5525	0.0567
-0.6001	0.0512
-0.7003	0.0388
-0.8266	0.0233
-0.9021	0.0142
-0.99	0.0004
-1	0
-
-0	0.0088
-0.0021	0.0004
-0.0051	-0.0037
-0.0078	-0.0062
-0.0139	-0.0103
-0.023	-0.0147
-0.0509	-0.0244
-0.0725	-0.0301
-0.0961	-0.0352
-0.1513	-0.0432
-0.208	-0.0477
-0.25	-0.0493
-0.3095	-0.05
-0.3449	-0.0498
-0.3981	-0.0486
-0.4512	-0.0463
-0.5066	-0.0428
-0.549	-0.0397
-0.5966	-0.0357
-0.6889	-0.0275
-0.8505	-0.0131
-0.9313	-0.006
-0.99	-0.0004
-1	0
diff --git a/src/fastga/models/aerodynamics/resources/b737c.af b/src/fastga/models/aerodynamics/resources/b737c.af
deleted file mode 100644
index dd506f15..00000000
--- a/src/fastga/models/aerodynamics/resources/b737c.af
+++ /dev/null
@@ -1,54 +0,0 @@
-DEMO GEOM AIRFOIL FILE 
-BOEING 737 (c)	
-0	Sym Flag (0 - No, 1 - Yes)
-24	Num Pnts Upper
-24	Num Pnts Lower
-0.0000	0.0000
-0.0019	0.0057
-0.0060	0.0105
-0.0078	0.0120
-0.0129	0.0157
-0.0237	0.0218
-0.0505	0.0324
-0.0794	0.0402
-0.0975	0.0441
-0.1511	0.0524
-0.2036	0.0576
-0.2500	0.0606
-0.2964	0.0623
-0.3468	0.0629
-0.3990	0.0625
-0.4447	0.0608
-0.4904	0.0580
-0.5486	0.0529
-0.6091	0.0470
-0.6571	0.0422
-0.8741	0.0183
-0.9470	0.0076
-0.9900	0.0005
-1.0000	0.0000
-
-0.0000	0.0000
-0.0022	-0.0040
-0.0049	-0.0057
-0.0070	-0.0066
-0.0125	-0.0076
-0.0209	-0.0101
-0.0555	-0.0147
-0.0816	-0.0174
-0.1078	-0.0201
-0.1571	-0.0247
-0.2036	-0.0286
-0.2500	-0.0319
-0.2964	-0.0347
-0.3549	-0.0370
-0.3996	-0.0375
-0.4532	-0.0366
-0.4911	-0.0352
-0.5434	-0.0328
-0.6269	-0.0282
-0.7396	-0.0220
-0.7832	-0.0190
-0.9354	-0.0056
-0.9900	-0.0005
-1.0000	0.0000
diff --git a/src/fastga/models/aerodynamics/resources/b737d.af b/src/fastga/models/aerodynamics/resources/b737d.af
deleted file mode 100644
index 7afd16a1..00000000
--- a/src/fastga/models/aerodynamics/resources/b737d.af
+++ /dev/null
@@ -1,54 +0,0 @@
-DEMO GEOM AIRFOIL FILE 
-BOEING 737 (d)	
-0	Sym Flag (0 - No, 1 - Yes)
-24	Num Pnts Upper
-24	Num Pnts Lower
-0.0000	0.0000
-0.0025	0.0070
-0.0050	0.0100
-0.0075	0.0123
-0.0125	0.0160
-0.0250	0.0232
-0.0500	0.0335
-0.0750	0.0410
-0.1000	0.0468
-0.1500	0.0549
-0.2000	0.0606
-0.2500	0.0643
-0.3000	0.0662
-0.3500	0.0678
-0.4000	0.0678
-0.4500	0.0668
-0.5000	0.0646
-0.5500	0.0611
-0.6000	0.0563
-0.7000	0.0437
-0.8000	0.0291
-0.9000	0.0145
-0.9900	0.0008
-1.0000	0.0000
-
-0.0000	0.0000
-0.0025	-0.0051
-0.0050	-0.0066
-0.0075	-0.0077
-0.0125	-0.0091
-0.0250	-0.0116
-0.0500	-0.0148
-0.0750	-0.0174
-0.1000	-0.0200
-0.1500	-0.0246
-0.2000	-0.0291
-0.2500	-0.0331
-0.3000	-0.0359
-0.3500	-0.0388
-0.4000	-0.0402
-0.4500	-0.0404
-0.5000	-0.0393
-0.5500	-0.0371
-0.6000	-0.0339
-0.7000	-0.0257
-0.8000	-0.0172
-0.9000	-0.0086
-0.9900	-0.0008
-1.0000	0.0000
diff --git a/src/fastga/models/aerodynamics/variable_descriptions.txt b/src/fastga/models/aerodynamics/variable_descriptions.txt
index 42780376..d9ce55d3 100644
--- a/src/fastga/models/aerodynamics/variable_descriptions.txt
+++ b/src/fastga/models/aerodynamics/variable_descriptions.txt
@@ -53,6 +53,7 @@ data:aerodynamics:propeller:sea_level:speed || speed at which the efficiencies o
 data:aerodynamics:propeller:sea_level:thrust || thrust produced by the propeller at sea level and for which the efficiencies are given
 data:aerodynamics:propeller:sea_level:thrust_limit || maximum thrust output of the propeller at sea level for varying velocities
 
+data:aerodynamics:vertical_tail:k_ar_effective || coefficient to multiply the vertical tail aspect ratio to get the effective aspect ratio which includes fuselage and horizontal tail end-plate effect
 data:aerodynamics:vertical_tail:airfoil:CL_alpha || horizontal tail airfoil lift curve slope
 
 data:aerodynamics:elevator:low_speed:CL_delta || derivative of horizontal tail lift coefficient with respect to elevator command
\ No newline at end of file


Test patch:
diff --git a/integration_tests/oad_process/Test_Generate_Block_Analysis.py b/integration_tests/oad_process/Test_Generate_Block_Analysis.py
deleted file mode 100644
index b1893824..00000000
--- a/integration_tests/oad_process/Test_Generate_Block_Analysis.py
+++ /dev/null
@@ -1,160 +0,0 @@
-import numpy as np
-import openmdao.api as om
-import os.path as pth
-from fastoad.openmdao.variables import VariableList
-from tests.testing_utilities import run_system, get_indep_var_comp, list_inputs
-from fastga.command import api
-
-DATA_FOLDER_PATH = pth.join(pth.dirname(__file__), "data")
-
-
-def list_all_subsystem(model, model_address, dict_subsystems):
-
-    try:
-        subsystem_list = model._proc_info.keys()
-        for subsystem in subsystem_list:
-            dict_subsystems = list_all_subsystem(getattr(model, subsystem), model_address+'.'+subsystem, dict_subsystems)
-    except:
-        dict_subsystems[model_address] = get_type(model)
-
-    return dict_subsystems
-
-
-def get_type(model):
-    raw_type = model.msginfo.split('<')[-1]
-    type_alone = raw_type.split(' ')[-1]
-    model_type = type_alone[:-1]
-
-    return model_type
-
-
-class Disc1(om.ExplicitComponent):
-    """ An OpenMDAO component to encapsulate Disc1 discipline """
-
-    def setup(self):
-        self.add_input("x", val=np.nan, desc="")  # NaN as default for testing connexion check
-        self.add_input("z", val=[5, 2], desc="", units="m**2")  # for testing non-None units
-        self.add_input("y2", val=1.0, desc="")
-
-        self.add_output("y1", val=1.0, desc="")
-        self.declare_partials("*", "*", method="fd")
-
-    def compute(self, inputs, outputs, discrete_inputs=None, discrete_outputs=None):
-        """
-        Evaluates the equation
-        y1 = z1**2 + z2 + x1 - 0.2*y2
-        """
-        z1 = inputs["z"][0]
-        z2 = inputs["z"][1]
-        x1 = inputs["x"]
-        y2 = inputs["y2"]
-
-        outputs["y1"] = z1 ** 2 + z2 + x1 - 0.2 * y2
-
-
-class Disc2(om.ExplicitComponent):
-    """ An OpenMDAO component to encapsulate Disc2 discipline """
-
-    def setup(self):
-        self.add_input("data:y4", val=np.nan, desc="")
-        self.add_input("foo", val=1.0, desc="")
-
-        self.add_output("y2", val=1.0, desc="")
-        self.add_output("y3", val=1.0, desc="")
-        self.declare_partials("*", "*", method="fd")
-
-    def compute(self, inputs, outputs, discrete_inputs=None, discrete_outputs=None):
-        """
-        Evaluates the equation
-        y2 = y1**(.5) + z1 + z2
-        """
-
-        y4 = inputs["data:y4"]
-        foo = inputs["foo"]
-
-        # Note: this may cause some issues. However, y1 is constrained to be
-        # above 3.16, so lets just let it converge, and the optimizer will
-        # throw it out
-        if y4.real < 0.0:
-            y4 *= -1
-
-        outputs["y2"] = y4 ** 0.5 + 2.0 * foo
-        outputs["y3"] = 2 * y4 + np.sqrt(foo)
-
-
-class Disc3(om.ExplicitComponent):
-    """ An OpenMDAO component to encapsulate Disc2 discipline """
-
-    def setup(self):
-        self.add_input("y1", val=1.0, desc="")
-
-        self.add_output("data:y4", desc="")
-
-    def compute(self, inputs, outputs, discrete_inputs=None, discrete_outputs=None):
-
-        outputs["data:y4"] = inputs["y1"]
-
-
-group = om.Group()
-ivc = om.IndepVarComp()
-ivc.add_output("z", val=[6.0, 3.0], units="m**2")
-group.add_subsystem("test_ivc", ivc, promotes=["*"])
-group.add_subsystem("disc1", Disc1(), promotes=["x", "z"])
-
-global_group = om.Group()
-global_group.add_subsystem("inside_groupe", group, promotes=["*"])
-global_group.add_subsystem("disc2", Disc2(), promotes=["*"])
-ivc2 = om.IndepVarComp()
-ivc2.add_output("test", val=12.0)
-global_group.add_subsystem("test_ivc_2", ivc2, promotes=["*"])
-
-problem = om.Problem(global_group)
-problem.setup()
-
-
-class InsideGroup(om.Group):
-
-    def setup(self):
-        self.add_subsystem("test_ivc", ivc, promotes=["*"])
-        self.add_subsystem("disc1", Disc1(), promotes=["x", "y2", "z", "y1"])
-
-
-class TestBlockAnalysis(om.Group):
-
-    def setup(self):
-        self.add_subsystem("inside_group", InsideGroup(), promotes=["*"])
-        self.add_subsystem("disc3", Disc3(), promotes=["y1"])
-        self.add_subsystem("disc2", Disc2(), promotes=["foo", "y2", "y3"])
-
-        self.connect("disc3.data:y4", "disc2.data:y4")
-
-
-vars = VariableList.from_problem(problem, use_initial_values=False, get_promoted_names=True)
-
-# Should be False
-print(vars["x"].is_input)
-dict = {}
-subsystem_list = list_all_subsystem(global_group, "global_group", dict)
-list_ivc_index = np.where(np.array(list(subsystem_list.values())) == "IndepVarComp")
-
-ref_inputs = pth.join(DATA_FOLDER_PATH, "test.xml")
-
-compute_aero_HS = api.generate_block_analysis(TestBlockAnalysis(), ["foo"], ref_inputs, False)
-
-input_dict = {"foo": (1.0, None)}
-
-outputs_dict = compute_aero_HS(input_dict)
-
-print(outputs_dict)
-
-try:
-    ivc_run_system = get_indep_var_comp(list_inputs(TestBlockAnalysis()), __file__, ref_inputs)
-
-    # Run problem and check obtained value(s) is/(are) correct
-    # noinspection PyTypeChecker
-    problem = run_system(TestBlockAnalysis(), ivc_run_system)
-    print(problem["y3"])
-except:
-    print("Pas de run system")
-
-
diff --git a/integration_tests/oad_process/pytest.ini b/integration_tests/oad_process/pytest.ini
new file mode 100644
index 00000000..ef9b75b8
--- /dev/null
+++ b/integration_tests/oad_process/pytest.ini
@@ -0,0 +1,5 @@
+[pytest]
+log_cli = true
+log_level = DEBUG
+log_format = %(asctime)s %(levelname)s %(message)s
+log_date_format = %Y-%m-%d %H:%M:%S
\ No newline at end of file
diff --git a/integration_tests/oad_process/test_single_block_execution.py b/integration_tests/oad_process/test_single_block_execution.py
deleted file mode 100644
index 77a341f1..00000000
--- a/integration_tests/oad_process/test_single_block_execution.py
+++ /dev/null
@@ -1,68 +0,0 @@
-"""
-Test module for Overall Aircraft Design process
-"""
-#  This file is part of FAST : A framework for rapid Overall Aircraft Design
-#  Copyright (C) 2020  ONERA & ISAE-SUPAERO
-#  FAST is free software: you can redistribute it and/or modify
-#  it under the terms of the GNU General Public License as published by
-#  the Free Software Foundation, either version 3 of the License, or
-#  (at your option) any later version.
-#  This program is distributed in the hope that it will be useful,
-#  but WITHOUT ANY WARRANTY; without even the implied warranty of
-#  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-#  GNU General Public License for more details.
-#  You should have received a copy of the GNU General Public License
-#  along with this program.  If not, see <https://www.gnu.org/licenses/>.
-
-import os
-import os.path as pth
-from shutil import rmtree
-from fastga.command import api
-
-import openmdao.api as om
-import pytest
-from numpy.testing import assert_allclose
-
-from fastoad.io.configuration.configuration import FASTOADProblemConfigurator
-from fastga.models.aerodynamics.components.compute_propeller_aero import ComputePropellerPerformance
-
-# from fastoad import api
-
-DATA_FOLDER_PATH = pth.join(pth.dirname(__file__), "data")
-RESULTS_FOLDER_PATH = pth.join(pth.dirname(__file__), "results")
-PATH = pth.dirname(__file__).split(os.path.sep)
-
-AIRCRAFT_ID = "sr22"  # "be76"
-MDA_WING_POSITION = True
-
-
-@pytest.fixture(scope="module")
-def cleanup():
-    rmtree(RESULTS_FOLDER_PATH, ignore_errors=True)
-    rmtree("D:/tmp", ignore_errors=True)
-
-
-def test_propeller(cleanup):
-    """
-    Test the execution of the geometry block
-    """
-
-    # Define used files
-    xml_file_name = "input_be76.xml"
-
-    # Create inputs
-    ref_inputs = pth.join(DATA_FOLDER_PATH, xml_file_name)
-
-    compute_propeller = api.generate_block_analysis(
-        ComputePropellerPerformance(),
-        [],
-        ref_inputs,
-        True,
-    )
-
-    test = 1.0
-
-    outputs_dict = compute_propeller({})
-
-    print(outputs_dict)
-    # Create problems with inputs
diff --git a/src/fastga/command/unitary_tests/data/complete.xml b/src/fastga/command/unitary_tests/data/complete.xml
new file mode 100644
index 00000000..808c8597
--- /dev/null
+++ b/src/fastga/command/unitary_tests/data/complete.xml
@@ -0,0 +1,9 @@
+<FASTOAD_model>
+    <data>
+        <geometry>
+            <variable_1>1.0</variable_1>
+            <variable_2>[3.0, 5.0]</variable_2>
+            <variable_3>2.0</variable_3>
+        </geometry>
+    </data>
+</FASTOAD_model>
diff --git a/src/fastga/command/unitary_tests/data/missing_one_input.xml b/src/fastga/command/unitary_tests/data/missing_one_input.xml
new file mode 100644
index 00000000..683dde18
--- /dev/null
+++ b/src/fastga/command/unitary_tests/data/missing_one_input.xml
@@ -0,0 +1,8 @@
+<FASTOAD_model>
+    <data>
+        <geometry>
+            <variable_2>[3.0, 5.0]</variable_2>
+            <variable_3>2.0</variable_3>
+        </geometry>
+    </data>
+</FASTOAD_model>
diff --git a/src/fastga/command/unitary_tests/data/missing_two_input.xml b/src/fastga/command/unitary_tests/data/missing_two_input.xml
new file mode 100644
index 00000000..2fc0e859
--- /dev/null
+++ b/src/fastga/command/unitary_tests/data/missing_two_input.xml
@@ -0,0 +1,7 @@
+<FASTOAD_model>
+    <data>
+        <geometry>
+            <variable_3>2.0</variable_3>
+        </geometry>
+    </data>
+</FASTOAD_model>
diff --git a/src/fastga/command/unitary_tests/data/supernumerary_inputs.xml b/src/fastga/command/unitary_tests/data/supernumerary_inputs.xml
new file mode 100644
index 00000000..eb226790
--- /dev/null
+++ b/src/fastga/command/unitary_tests/data/supernumerary_inputs.xml
@@ -0,0 +1,8 @@
+<FASTOAD_model>
+    <data>
+        <geometry>
+            <variable_1>1.0</variable_1>
+            <variable_2>[3.0, 5.0]</variable_2>
+        </geometry>
+    </data>
+</FASTOAD_model>
diff --git a/src/fastga/command/unitary_tests/dummy_classes.py b/src/fastga/command/unitary_tests/dummy_classes.py
new file mode 100644
index 00000000..05762403
--- /dev/null
+++ b/src/fastga/command/unitary_tests/dummy_classes.py
@@ -0,0 +1,36 @@
+import numpy as np
+import openmdao.api as om
+
+
+class Disc1(om.ExplicitComponent):
+    """ An OpenMDAO component to encapsulate Disc1 discipline and test """
+
+    def setup(self):
+        self.add_input("data:geometry:variable_1", val=np.nan, desc="")  # NaN as default for testing connexion check
+        self.add_input("data:geometry:variable_2", val=[5, 2], desc="", units="m**2")  # for testing non-None units
+        self.add_input("data:geometry:variable_3", val=1.0, desc="")
+
+        self.add_output("data:geometry:variable_4", val=1.0, desc="")
+        self.declare_partials("*", "*", method="fd")
+
+    def compute(self, inputs, outputs, discrete_inputs=None, discrete_outputs=None):
+        """
+        Evaluates a simple equation
+        """
+        x1 = inputs["data:geometry:variable_1"][0]
+        x21 = inputs["data:geometry:variable_2"][0]
+        x22 = inputs["data:geometry:variable_2"][1]
+        x3 = inputs["data:geometry:variable_3"][0]
+
+        outputs["data:geometry:variable_4"] = x1 + x21 * x22 - x3
+
+
+class Disc2(om.Group):
+    """ An OpenMDAO component to encapsulate Disc1 and an IVC """
+
+    def setup(self):
+        ivc = om.IndepVarComp()
+        ivc.add_output("data:geometry:variable_1", val=6.0)
+        self.add_subsystem("ivc1", ivc, promotes=["*"])
+        self.add_subsystem("disc1", Disc1(), promotes=["*"])
+
diff --git a/src/fastga/command/unitary_tests/test_block_analysis.py b/src/fastga/command/unitary_tests/test_block_analysis.py
new file mode 100644
index 00000000..8c8f1341
--- /dev/null
+++ b/src/fastga/command/unitary_tests/test_block_analysis.py
@@ -0,0 +1,191 @@
+"""
+Test module for the generate_block_analysis function
+"""
+#  This file is part of FAST : A framework for rapid Overall Aircraft Design
+#  Copyright (C) 2020  ONERA & ISAE-SUPAERO
+#  FAST is free software: you can redistribute it and/or modify
+#  it under the terms of the GNU General Public License as published by
+#  the Free Software Foundation, either version 3 of the License, or
+#  (at your option) any later version.
+#  This program is distributed in the hope that it will be useful,
+#  but WITHOUT ANY WARRANTY; without even the implied warranty of
+#  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#  GNU General Public License for more details.
+#  You should have received a copy of the GNU General Public License
+#  along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+import os.path as pth
+import os
+import pytest
+
+from fastga.command import api
+from fastga.command.unitary_tests.dummy_classes import Disc1, Disc2
+
+RESULTS_FOLDER = pth.join(pth.dirname(__file__), "results")
+
+
+def test_simple_working():
+
+    complete_xml_file = pth.join(pth.dirname(__file__), "data/complete.xml")
+    var_inputs = []
+
+    test_generate_block_analysis = api.generate_block_analysis(Disc1(),
+                                                               var_inputs,
+                                                               complete_xml_file,
+                                                               False)
+    input_dict = {}
+    output_dict = test_generate_block_analysis(input_dict)
+    value = output_dict.get("data:geometry:variable_4")[0]
+    assert value == pytest.approx(14.0, abs=1e-3)
+
+
+def test_input_vars_working():
+
+    missing_input_xml_file = pth.join(pth.dirname(__file__), "data/missing_one_input.xml")
+    var_inputs = ["data:geometry:variable_1"]
+
+    test_generate_block_analysis = api.generate_block_analysis(Disc1(),
+                                                               var_inputs,
+                                                               missing_input_xml_file,
+                                                               False)
+    input_dict = {"data:geometry:variable_1": (4.0, None)}
+    output_dict = test_generate_block_analysis(input_dict)
+    value = output_dict.get("data:geometry:variable_4")[0]
+    assert value == pytest.approx(17.0, abs=1e-3)
+
+
+def test_ivc_working():
+    missing_input_xml_file = pth.join(pth.dirname(__file__), "data/missing_one_input.xml")
+
+    var_inputs = []
+
+    test_generate_block_analysis = api.generate_block_analysis(Disc2(),
+                                                               var_inputs,
+                                                               missing_input_xml_file,
+                                                               False)
+    input_dict = {}
+    output_dict = test_generate_block_analysis(input_dict)
+    value = output_dict.get("data:geometry:variable_4")[0]
+    assert value == pytest.approx(19.0, abs=1e-3)
+
+
+def test_supernumerary_inputs():
+    """ Tests if the various errors implemented in the function handling are caught """
+
+    xml_file = pth.join(pth.dirname(__file__), "data/supernumerary_inputs.xml")
+
+    var_inputs = ["data:geometry:variable_3", "data:geometry:variable_error"]
+
+    # noinspection PyBroadException
+    try:
+        # noinspection PyUnusedLocal
+        test_generate_block_analysis = api.generate_block_analysis(Disc1(),
+                                                                   var_inputs,
+                                                                   xml_file,
+                                                                   False)
+        function_generated = True
+        right_error = False
+
+    except Exception as error:
+
+        function_generated = False
+
+        if error.args[0] == "The input list contains name(s) out of component/group input list!":
+            right_error = True
+        else:
+            right_error = False
+
+    assert not function_generated
+    assert right_error
+
+
+def test_empty_xml():
+    """ Tests if the various errors implemented in the function handling are caught """
+
+    missing_xml = pth.join(pth.dirname(__file__), "data/missing.xml")
+
+    var_inputs = ["data:geometry:variable_3"]
+
+    # First try with no xml file, should fail
+    # noinspection PyBroadException
+    try:
+        # noinspection PyUnusedLocal
+        test_generate_block_analysis = api.generate_block_analysis(Disc1(),
+                                                                   var_inputs,
+                                                                   missing_xml,
+                                                                   False)
+        function_generated = True
+        right_error = False
+
+    except Exception as error:
+
+        function_generated = False
+
+        if error.args[0] == "Input .xml file not found, a default file has been created with default NaN values, " \
+                            "but no function is returned!\nConsider defining proper values before second execution!":
+            right_error = True
+        else:
+            right_error = False
+
+    assert not function_generated
+    assert right_error
+
+    if os.path.exists(missing_xml):
+        os.remove(missing_xml)
+
+    # Then test with empty xml file but var_inputs is contains all the necessary data, should succeed
+
+    var_inputs = ["data:geometry:variable_1", "data:geometry:variable_2", "data:geometry:variable_3"]
+
+    # noinspection PyBroadException
+    # noinspection PyUnusedLocal
+    try:
+        test_generate_block_analysis = api.generate_block_analysis(Disc1(),
+                                                                   var_inputs,
+                                                                   missing_xml,
+                                                                   False)
+        function_generated = True
+        input_dict = {"data:geometry:variable_1": (1.0, None),
+                      "data:geometry:variable_2": ([3.0, 5.0], "m**2"),
+                      "data:geometry:variable_3": (2.0, None)}
+        output_dict = test_generate_block_analysis(input_dict)
+        value = output_dict.get("data:geometry:variable_4")[0]
+
+    except Exception as error:
+
+        function_generated = False
+        value = 0.0
+
+    assert function_generated
+    assert value == pytest.approx(14.0, abs=1e-3)
+
+    if os.path.exists(missing_xml):
+        os.remove(missing_xml)
+
+
+def test_missing_inputs_in_xml():
+
+    missing_inputs_xml_file = pth.join(pth.dirname(__file__), "data/missing_two_input.xml")
+    var_inputs = ["data:geometry:variable_2"]
+
+    # noinspection PyBroadException
+    try:
+        # noinspection PyUnusedLocal
+        test_generate_block_analysis = api.generate_block_analysis(Disc1(),
+                                                                   var_inputs,
+                                                                   missing_inputs_xml_file,
+                                                                   False)
+        function_generated = True
+        right_error = False
+
+    except Exception as error:
+
+        function_generated = False
+
+        if "The following inputs are missing in .xml file:" in error.args[0]:
+            right_error = True
+        else:
+            right_error = False
+
+    assert not function_generated
+    assert right_error