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Track execution of cells rather than starting a new kernel and execut…
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…ing all preceding code each test.
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ceball committed May 16, 2020
1 parent 8cd976a commit 21cd1f4
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Showing 4 changed files with 132 additions and 62 deletions.
51 changes: 16 additions & 35 deletions nbcelltests/test.py
Original file line number Diff line number Diff line change
Expand Up @@ -60,17 +60,17 @@ def assemble_code(notebook):
if _is_empty(cell['source']):

skiptest = "@nbcelltests.tests_vendored.unittest.skip('empty code cell')\n" + INDENT
elif _is_empty("".join(test_lines).replace(r"%cell", "pass")):
elif _is_empty("".join(test_lines).replace(r"%cell", "pass # no test was supplied")):
skiptest = "@nbcelltests.tests_vendored.unittest.skip('no test supplied')\n" + INDENT
elif not _cell_source_is_injected(test_lines):
skiptest = "@nbcelltests.tests_vendored.unittest.skip('cell code not injected into test')\n" + INDENT
else:
skiptest = ""

cells.append([i, [], "%sdef test_code_cell_%d(self):\n" % (skiptest, code_cell)])
cells.append([code_cell, [], "%sdef test_code_cell_%d(self):\n" % (skiptest, code_cell)])

if skiptest:
cells[-1][1].append(INDENT + 'pass # code cell %d\n\n' % code_cell)
cells[-1][1].append(INDENT + 'pass # code cell %d was skipped\n' % code_cell)
continue

for test_line in test_lines:
Expand All @@ -88,46 +88,27 @@ def assemble_code(notebook):
cells[-1][1].append(INDENT + test_line)
if not test_line[-1] == '\n':
cells[-1][1][-1] += '\n'

return cells


def writeout_test(fp, cells, kernel_name):
# base import and class
fp.write(BASE.format(kernel_name=kernel_name))

# grab all code to write out
for i, code, meth in cells:
# write out source of cells+tests
fp.write(INDENT + "cells_and_tests = {")
for i, code, _ in cells:
fp.write('\n')
fp.write(INDENT * 2 + '%d: """\n' % i)
for line in code:
fp.write(INDENT + line)
fp.write(INDENT * 2 + '""",\n')
fp.write(INDENT + "}\n")

# write out test methods
for i, _, meth in cells:
fp.write('\n')
fp.write(INDENT + meth)
fp.write(INDENT * 2 + 'self.run_test("""\n')
to_write = []

for j, code2, _ in cells:
if j < i:
for c in code2:
if(c != '\n'):
# indent if necessary
to_write.append(INDENT + c)
else:
to_write.append(c)

else:
break

for c in code:
if(c != '\n'):
to_write.append(INDENT + c)
else:
to_write.append(c)

if len(to_write) == 0:
to_write.append(INDENT + 'pass')

fp.writelines(to_write)
fp.write(' """)\n')

fp.write('\n')
fp.write(INDENT * 2 + 'self.run_test(%d)\n' % i)


def writeout_lines_per_cell(fp, lines_per_cell, metadata):
Expand Down
16 changes: 15 additions & 1 deletion nbcelltests/tests/_test_fail.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,21 @@
"source": [
"x = 1"
]
}
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"tests": [
"%cell\n",
"assert x == -2, \"x should have been -2 but was %s\"%x"
]
},
"outputs": [],
"source": [
"x = 2"
]
}
],
"metadata": {
"kernelspec": {
Expand Down
36 changes: 26 additions & 10 deletions nbcelltests/tests/test_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -32,7 +32,7 @@ def _assert_x_undefined(t):
"""
Convenience method to assert that x is not already defined in the kernel.
"""
t.run_test("""
t._run("""
try:
x
except NameError:
Expand Down Expand Up @@ -216,7 +216,7 @@ def test_state(self):
t.setUpClass()
t.setUp()
t.test_code_cell_2()
t.run_test("""
t._run("""
assert x == 0, x
""")
t.tearDown()
Expand All @@ -228,7 +228,7 @@ def test_state(self):
t.setUpClass()
t.setUp()
t.test_code_cell_3()
t.run_test("""
t._run("""
assert x == 1, x
""")
t.tearDown()
Expand All @@ -240,7 +240,7 @@ def test_state(self):
t.setUpClass()
t.setUp()
t.test_code_cell_4()
t.run_test("""
t._run("""
assert x == 2, x
""")
t.tearDown()
Expand All @@ -252,7 +252,7 @@ def test_state(self):
t.setUpClass()
t.setUp()
t.test_code_cell_5()
t.run_test("""
t._run("""
assert x == 3, x
""")
t.tearDown()
Expand All @@ -275,7 +275,7 @@ def test_exception_in_cell_is_detected(self):
try:
t.test_code_cell_1()
except Exception as e:
assert e.args[0].startswith("Cell execution caused an exception")
assert e.args[0].startswith("Running cell+test for code cell 1; execution caused an exception")
assert e.args[0].endswith("My code does not even run")
else:
raise Exception("Cell should have errored out")
Expand Down Expand Up @@ -311,7 +311,7 @@ def test_exception_in_test_is_detected(self):
try:
t.test_code_cell_2()
except Exception as e:
assert e.args[0].startswith("Cell execution caused an exception")
assert e.args[0].startswith("Running cell+test for code cell 2; execution caused an exception")
assert e.args[0].endswith("My test is bad too")
else:
raise Exception("Test should have failed")
Expand All @@ -334,14 +334,30 @@ def test_failure_is_detected(self):
try:
t.test_code_cell_1()
except Exception as e:
assert e.args[0].startswith("Cell execution caused an exception")
assert e.args[0].startswith("Running cell+test for code cell 1; execution caused an exception")
assert e.args[0].endswith("x should have been -1 but was 1")
else:
raise Exception("Test should have failed")
finally:
t.tearDown()

t.tearDown()
if FORKED:
t.tearDownClass()

if FORKED:
t.setUpClass()
t.setUp()
# subsequent cell should also fail
try:
t.test_code_cell_2()
except Exception as e:
assert e.args[0].startswith("Running cell+test for code cell 1; execution caused an exception")
assert e.args[0].endswith("x should have been -1 but was 1")
else:
raise Exception("Test should have failed at cell 1")

t.tearDown()
t.tearDownClass()


class TestCellCounting(_TestCellTests):
"""Check that various things don't throw off cell+test correspondence."""
Expand Down
91 changes: 75 additions & 16 deletions nbcelltests/tests_vendored.py
Original file line number Diff line number Diff line change
Expand Up @@ -58,35 +58,94 @@


class TestNotebookBase(unittest.TestCase):
# abstract - subclasses must define KERNEL_NAME
"""Base class for representing a notebook's code cells and their
associated tests; can submit cells to a kernel, track which cells
have been executed, and ensure all necessary cells are executed in
order.
For instance, requesting to run test_code_cell_7,
test_code_cell_8, and test_code_cell_9 (in that order) will result
in:
1. test_code_cell_7: executes cells 1, 2, 3, 4, 5, 6, 7
2. test_code_cell_8: executes cell 8
3. test_code_cell_9: executes cell 9
The above assumes all cells+tests succeed.
If e.g. cell 3 fails, the above changes to:
1. test_code_cell_7: executes cells 1, 2; fails on 3 (with a
message that cell 3 failed)
2. test_code_cell_8: also fails on 3
3. test_code_cell_9: also fails on 3
Requesting to run test_code_cell_5 and test_code_cell_3 (in that order)
will result in:
1. test_code_cell_5: executes cells 1, 2, 3, 4, 5 (test passes)
2. test_code_cell_3: execute nothing (test passes)
This is an abstract class; subclasses will supply the source of
code cells and their associated tests in cells_and_tests, plus
test methods as entry points for test runners.
Note: 'cell' used in this class refers to cell number; 'cell
content' typically refers to code_cell+test (depending what is
passed in).
"""
# abstract - subclasses will define KERNEL_NAME (TODO: make
# actually abstract...)

@classmethod
def setUpClass(cls):
# TODO: these probably ought to be in __init__ - want one per
# *instance* of TestNotebookBase. Would only affect people
# instantiating multiple times per process (not normal usage).
cls.kernel = RunningKernel(cls.KERNEL_NAME)
cls.cells_run = set()

@classmethod
def tearDownClass(cls):
cls.kernel.stop()

# TODO: starting a new kernel per test is expensive, and
# could be optimized.
def setUp(self):
self.kernel = RunningKernel(self.KERNEL_NAME)

def tearDown(self):
self.kernel.stop()

def run_test(self, cell_content):
# Start of code from nbval
def run_test(self, cell):
"""
Run any cells preceding cell (number) that have not already been
run, then run cell itself.
"""
# maybe do some assertions that we didn't get all messed up
# with missing cells etc
preceding_cells = set(range(1, cell))
for preceding_cell in sorted(set(preceding_cells) - self.cells_run):
self._run_cell(preceding_cell)
self._run_cell(cell)

def _run_cell(self, cell):
# convenience method
self._run(self.cells_and_tests[cell], "Running cell+test for code cell %d" % cell)
# will only add if there was no error running
self.cells_run.add(cell)

def _run(self, cell_content, description=''):
"""
Send supplied cell_content (cell source string) to kernel and
check it runs without exception.
"""
# Start of code from nbval (with modifications)
# https://github.com/computationalmodelling/nbval
# (but note, there are evidently some modifications)
#
# Modifications:
# * ? (things before 2020)
# * Add description to exception messages, so it's easy to see which
# cell is failing.
msg_id = self.kernel.execute_cell_input(cell_content, allow_stdin=False)

# Poll the shell channel to get a message
try:
self.kernel.await_reply(msg_id)
except Empty:
raise Exception('Kernel timed out waiting for message!')
raise Exception('%s; Kernel timed out waiting for message!' % description)

while True:
# The iopub channel broadcasts a range of messages. We keep reading
Expand All @@ -97,7 +156,7 @@ def run_test(self, cell_content):
msg = self.kernel.get_message(stream='iopub')

except Empty:
raise Exception('Kernel timed out waiting for message!')
raise Exception('%s; Kernel timed out waiting for message!' % description)

# now we must handle the message by checking the type and reply
# info and we store the output of the cell in a notebook node object
Expand Down Expand Up @@ -133,13 +192,13 @@ def run_test(self, cell_content):
# traceback information.
elif msg_type == 'error':
traceback = '\\n' + '\\n'.join(reply['traceback'])
msg = "Cell execution caused an exception"
msg = "%s; execution caused an exception" % description
raise Exception(msg + '\\n' + traceback)

# any other message type is not expected
# should this raise an error?
else:
print("unhandled iopub msg:", msg_type)
print("%s; unhandled iopub msg:" % description, msg_type)

# End of code from nbval

Expand Down

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