Spaces:
Running
Running
MilesCranmer
commited on
Commit
•
58e25a9
1
Parent(s):
214744b
Test both with and without `bkup` file
Browse files- test/test.py +17 -17
test/test.py
CHANGED
@@ -290,24 +290,24 @@ class TestPipeline(unittest.TestCase):
|
|
290 |
4|0.104823045|pow_abs(2.2683423, cos(f3))"""
|
291 |
# Strip the indents:
|
292 |
csv_file_data = "\n".join([l.strip() for l in csv_file_data.split("\n")])
|
293 |
-
rand_dir = Path(tempfile.mkdtemp())
|
294 |
-
equation_filename = rand_dir / "equation.csv"
|
295 |
-
with open(equation_filename, "w") as f:
|
296 |
-
f.write(csv_file_data)
|
297 |
-
with open(str(equation_filename) + ".bkup", "w") as f:
|
298 |
-
f.write(csv_file_data)
|
299 |
-
model = load(
|
300 |
-
equation_filename,
|
301 |
-
n_features_in=5,
|
302 |
-
feature_names_in=["f0", "f1", "f2", "f3", "f4"],
|
303 |
-
binary_operators=["+", "*", "/", "-", "^"],
|
304 |
-
unary_operators=["cos"],
|
305 |
-
)
|
306 |
-
X = self.rstate.rand(100, 5)
|
307 |
-
y_truth = 2.2683423 ** np.cos(X[:, 3])
|
308 |
-
y_test = model.predict(X, 2)
|
309 |
|
310 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
311 |
|
312 |
def test_load_model_simple(self):
|
313 |
# Test that we can simply load a model from its equation file.
|
|
|
290 |
4|0.104823045|pow_abs(2.2683423, cos(f3))"""
|
291 |
# Strip the indents:
|
292 |
csv_file_data = "\n".join([l.strip() for l in csv_file_data.split("\n")])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
293 |
|
294 |
+
for from_backup in [False, True]:
|
295 |
+
rand_dir = Path(tempfile.mkdtemp())
|
296 |
+
equation_filename = str(rand_dir / "equation.csv")
|
297 |
+
with open(equation_filename + (".bkup" if from_backup else ""), "w") as f:
|
298 |
+
f.write(csv_file_data)
|
299 |
+
model = load(
|
300 |
+
equation_filename,
|
301 |
+
n_features_in=5,
|
302 |
+
feature_names_in=["f0", "f1", "f2", "f3", "f4"],
|
303 |
+
binary_operators=["+", "*", "/", "-", "^"],
|
304 |
+
unary_operators=["cos"],
|
305 |
+
)
|
306 |
+
X = self.rstate.rand(100, 5)
|
307 |
+
y_truth = 2.2683423 ** np.cos(X[:, 3])
|
308 |
+
y_test = model.predict(X, 2)
|
309 |
+
|
310 |
+
np.testing.assert_allclose(y_truth, y_test)
|
311 |
|
312 |
def test_load_model_simple(self):
|
313 |
# Test that we can simply load a model from its equation file.
|