added a few more tests, most notably of python execution
This commit is contained in:
@ -239,17 +239,17 @@ def python_job_func(job):
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std_stdout = sys.stdout
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std_stdout = sys.stdout
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std_stderr = sys.stderr
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std_stderr = sys.stderr
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try:
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try:
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redirected_output = sys.stdout
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redirected_output = sys.stdout = StringIO()
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redirected_error = sys.stderr
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redirected_error = sys.stderr = StringIO()
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exec(open(job_file).read())
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exec(open(job_file).read())
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write_file(f"""--STDOUT--
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write_file(("--STDOUT--\n"
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{redirected_output}
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f"{redirected_output.getvalue()}\n"
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"\n"
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--STDERR--
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"--STDERR--\n"
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{redirected_error}
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f"{redirected_error.getvalue()}\n"
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""",
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""),
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result_file)
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result_file)
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except Exception as e:
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except Exception as e:
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@ -27,13 +27,14 @@ BAREBONES_PYTHON_SCRIPT = [
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""
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""
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]
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]
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COMPLETE_PYTHON_SCRIPT = [
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COMPLETE_PYTHON_SCRIPT = [
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"import os",
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"# Setup parameters",
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"# Setup parameters",
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"num = 1000",
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"num = 1000",
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"infile = 'somehere/particular'",
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"infile = 'somehere/particular'",
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"outfile = 'nowhere/particular'",
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"outfile = 'nowhere/particular'",
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"",
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"",
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"with open(infile, 'r') as file:",
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"with open(infile, 'r') as file:",
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" s = int(file.read())",
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" s = float(file.read())",
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""
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""
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"for i in range(num):",
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"for i in range(num):",
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" s += i",
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" s += i",
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@ -43,8 +44,12 @@ COMPLETE_PYTHON_SCRIPT = [
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"",
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"",
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"print(result)",
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"print(result)",
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"",
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"",
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"os.makedirs(os.path.dirname(outfile), exist_ok=True)",
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"",
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"with open(outfile, 'w') as file:",
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"with open(outfile, 'w') as file:",
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" file.write(str(result))"
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" file.write(str(result))",
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"",
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"print('done')"
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]
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]
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# Jupyter notebooks
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# Jupyter notebooks
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@ -37,7 +37,7 @@ class MeowTests(unittest.TestCase):
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def testLocalPythonConductorCreation(self)->None:
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def testLocalPythonConductorCreation(self)->None:
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LocalPythonConductor()
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LocalPythonConductor()
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#TODO Test LocalPythonConductor executes valid python jobs
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# Test LocalPythonConductor executes valid python jobs
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def testLocalPythonConductorValidPythonJob(self)->None:
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def testLocalPythonConductorValidPythonJob(self)->None:
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lpc = LocalPythonConductor()
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lpc = LocalPythonConductor()
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@ -257,7 +257,7 @@ class CorrectnessTests(unittest.TestCase):
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COMPLETE_PYTHON_SCRIPT, {"num": 50})
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COMPLETE_PYTHON_SCRIPT, {"num": 50})
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self.assertNotEqual(ps, COMPLETE_PYTHON_SCRIPT)
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self.assertNotEqual(ps, COMPLETE_PYTHON_SCRIPT)
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self.assertEqual(ps[1], "num = 50")
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self.assertEqual(ps[2], "num = 50")
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# Test that create_event produces valid event dictionary
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# Test that create_event produces valid event dictionary
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def testCreateEvent(self)->None:
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def testCreateEvent(self)->None:
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@ -417,7 +417,6 @@ class JupyterNotebookTests(unittest.TestCase):
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#TODO Test handling criteria function
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#TODO Test handling criteria function
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# TODO implement me
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class PythonTests(unittest.TestCase):
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class PythonTests(unittest.TestCase):
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def setUp(self)->None:
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def setUp(self)->None:
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super().setUp()
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super().setUp()
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@ -6,15 +6,18 @@ import unittest
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from time import sleep
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from time import sleep
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from conductors import LocalPythonConductor
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from conductors import LocalPythonConductor
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from core.correctness.vars import get_result_file, JOB_TYPE_PAPERMILL
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from core.correctness.vars import get_result_file, \
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from core.functionality import make_dir, read_notebook
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JOB_TYPE_PAPERMILL, JOB_ERROR, META_FILE, JOB_TYPE_PYTHON, JOB_CREATE_TIME
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from core.functionality import make_dir, read_notebook, read_yaml, read_file
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from core.meow import BaseMonitor, BaseHandler, BaseConductor
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from core.meow import BaseMonitor, BaseHandler, BaseConductor
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from core.runner import MeowRunner
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from core.runner import MeowRunner
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from patterns.file_event_pattern import WatchdogMonitor, FileEventPattern
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from patterns.file_event_pattern import WatchdogMonitor, FileEventPattern
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from recipes.jupyter_notebook_recipe import PapermillHandler, \
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from recipes.jupyter_notebook_recipe import PapermillHandler, \
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JupyterNotebookRecipe
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JupyterNotebookRecipe
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from shared import setup, teardown, TEST_HANDLER_BASE, TEST_JOB_OUTPUT, \
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from recipes.python_recipe import PythonHandler, PythonRecipe
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TEST_MONITOR_BASE, APPENDING_NOTEBOOK
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from shared import setup, teardown, \
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TEST_HANDLER_BASE, TEST_JOB_OUTPUT, TEST_MONITOR_BASE, \
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APPENDING_NOTEBOOK, COMPLETE_PYTHON_SCRIPT
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class MeowTests(unittest.TestCase):
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class MeowTests(unittest.TestCase):
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@ -115,8 +118,8 @@ class MeowTests(unittest.TestCase):
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for conductor in runner.conductors:
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for conductor in runner.conductors:
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self.assertIsInstance(conductor, BaseConductor)
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self.assertIsInstance(conductor, BaseConductor)
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# Test single meow job execution
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# Test single meow papermill job execution
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def testMeowRunnerExecution(self)->None:
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def testMeowRunnerPapermillExecution(self)->None:
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pattern_one = FileEventPattern(
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pattern_one = FileEventPattern(
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"pattern_one", "start/A.txt", "recipe_one", "infile",
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"pattern_one", "start/A.txt", "recipe_one", "infile",
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parameters={
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parameters={
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@ -199,8 +202,8 @@ class MeowTests(unittest.TestCase):
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self.assertEqual(data, "Initial Data\nA line from a test Pattern")
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self.assertEqual(data, "Initial Data\nA line from a test Pattern")
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# Test meow job chaining within runner
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# Test meow papermill job chaining within runner
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def testMeowRunnerLinkedExecution(self)->None:
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def testMeowRunnerLinkedPapermillExecution(self)->None:
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pattern_one = FileEventPattern(
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pattern_one = FileEventPattern(
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"pattern_one", "start/A.txt", "recipe_one", "infile",
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"pattern_one", "start/A.txt", "recipe_one", "infile",
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parameters={
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parameters={
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@ -308,6 +311,224 @@ class MeowTests(unittest.TestCase):
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self.assertEqual(data,
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self.assertEqual(data,
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"Initial Data\nA line from Pattern 1\nA line from Pattern 2")
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"Initial Data\nA line from Pattern 1\nA line from Pattern 2")
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# Test single meow python job execution
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def testMeowRunnerPythonExecution(self)->None:
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pattern_one = FileEventPattern(
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"pattern_one", "start/A.txt", "recipe_one", "infile",
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parameters={
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"num":10000,
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"outfile":"{VGRID}/output/{FILENAME}"
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})
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recipe = PythonRecipe(
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"recipe_one", COMPLETE_PYTHON_SCRIPT
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)
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patterns = {
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pattern_one.name: pattern_one,
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}
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recipes = {
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recipe.name: recipe,
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}
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runner_debug_stream = io.StringIO("")
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runner = MeowRunner(
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WatchdogMonitor(
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TEST_MONITOR_BASE,
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patterns,
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recipes,
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settletime=1
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),
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PythonHandler(
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TEST_HANDLER_BASE,
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TEST_JOB_OUTPUT,
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),
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LocalPythonConductor(),
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print=runner_debug_stream,
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logging=3
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)
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runner.start()
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start_dir = os.path.join(TEST_MONITOR_BASE, "start")
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make_dir(start_dir)
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self.assertTrue(start_dir)
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with open(os.path.join(start_dir, "A.txt"), "w") as f:
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f.write("25000")
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self.assertTrue(os.path.exists(os.path.join(start_dir, "A.txt")))
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loops = 0
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job_id = None
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while loops < 15:
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sleep(1)
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runner_debug_stream.seek(0)
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messages = runner_debug_stream.readlines()
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for msg in messages:
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self.assertNotIn("ERROR", msg)
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if "INFO: Completed execution for job: '" in msg:
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job_id = msg.replace(
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"INFO: Completed execution for job: '", "")
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job_id = job_id[:-2]
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loops = 15
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loops += 1
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self.assertIsNotNone(job_id)
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self.assertEqual(len(os.listdir(TEST_JOB_OUTPUT)), 1)
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self.assertIn(job_id, os.listdir(TEST_JOB_OUTPUT))
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runner.stop()
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job_dir = os.path.join(TEST_JOB_OUTPUT, job_id)
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print(os.listdir(job_dir))
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metafile = os.path.join(job_dir, META_FILE)
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status = read_yaml(metafile)
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self.assertNotIn(JOB_ERROR, status)
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result_path = os.path.join(job_dir, get_result_file(JOB_TYPE_PYTHON))
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self.assertTrue(os.path.exists(result_path))
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result = read_file(os.path.join(result_path))
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self.assertEqual(
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result, "--STDOUT--\n12505000.0\ndone\n\n\n--STDERR--\n\n")
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output_path = os.path.join(TEST_MONITOR_BASE, "output", "A.txt")
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self.assertTrue(os.path.exists(output_path))
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output = read_file(os.path.join(output_path))
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self.assertEqual(output, "12505000.0")
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# Test meow python job chaining within runner
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def testMeowRunnerLinkedPythonExecution(self)->None:
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pattern_one = FileEventPattern(
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"pattern_one", "start/A.txt", "recipe_one", "infile",
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parameters={
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"num":250,
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"outfile":"{VGRID}/middle/{FILENAME}"
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})
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pattern_two = FileEventPattern(
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"pattern_two", "middle/A.txt", "recipe_one", "infile",
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parameters={
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"num":40,
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"outfile":"{VGRID}/output/{FILENAME}"
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})
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recipe = PythonRecipe(
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"recipe_one", COMPLETE_PYTHON_SCRIPT
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)
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patterns = {
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pattern_one.name: pattern_one,
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pattern_two.name: pattern_two,
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}
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recipes = {
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recipe.name: recipe,
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}
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runner_debug_stream = io.StringIO("")
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runner = MeowRunner(
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WatchdogMonitor(
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TEST_MONITOR_BASE,
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patterns,
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recipes,
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settletime=1
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),
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PythonHandler(
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TEST_HANDLER_BASE,
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TEST_JOB_OUTPUT
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),
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LocalPythonConductor(),
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print=runner_debug_stream,
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logging=3
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)
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runner.start()
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start_dir = os.path.join(TEST_MONITOR_BASE, "start")
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make_dir(start_dir)
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self.assertTrue(start_dir)
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with open(os.path.join(start_dir, "A.txt"), "w") as f:
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f.write("100")
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self.assertTrue(os.path.exists(os.path.join(start_dir, "A.txt")))
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loops = 0
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job_ids = []
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while len(job_ids) < 2 and loops < 15:
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sleep(1)
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runner_debug_stream.seek(0)
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messages = runner_debug_stream.readlines()
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for msg in messages:
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self.assertNotIn("ERROR", msg)
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if "INFO: Completed execution for job: '" in msg:
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job_id = msg.replace(
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"INFO: Completed execution for job: '", "")
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job_id = job_id[:-2]
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if job_id not in job_ids:
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job_ids.append(job_id)
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loops += 1
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runner.stop()
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self.assertEqual(len(job_ids), 2)
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self.assertEqual(len(os.listdir(TEST_JOB_OUTPUT)), 2)
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self.assertIn(job_ids[0], os.listdir(TEST_JOB_OUTPUT))
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self.assertIn(job_ids[1], os.listdir(TEST_JOB_OUTPUT))
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meta0 = os.path.join(TEST_JOB_OUTPUT, job_ids[0], META_FILE)
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status0 = read_yaml(meta0)
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create0 = status0[JOB_CREATE_TIME]
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meta1 = os.path.join(TEST_JOB_OUTPUT, job_ids[1], META_FILE)
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status1 = read_yaml(meta1)
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create1 = status1[JOB_CREATE_TIME]
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if create0 < create1:
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mid_job_id = job_ids[0]
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final_job_id = job_ids[1]
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else:
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mid_job_id = job_ids[1]
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final_job_id = job_ids[0]
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mid_job_dir = os.path.join(TEST_JOB_OUTPUT, mid_job_id)
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self.assertEqual(len(os.listdir(mid_job_dir)), 5)
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mid_metafile = os.path.join(mid_job_dir, META_FILE)
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mid_status = read_yaml(mid_metafile)
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self.assertNotIn(JOB_ERROR, mid_status)
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mid_result_path = os.path.join(
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mid_job_dir, get_result_file(JOB_TYPE_PYTHON))
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self.assertTrue(os.path.exists(mid_result_path))
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mid_result = read_file(os.path.join(mid_result_path))
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self.assertEqual(
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mid_result, "--STDOUT--\n7806.25\ndone\n\n\n--STDERR--\n\n")
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mid_output_path = os.path.join(TEST_MONITOR_BASE, "middle", "A.txt")
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self.assertTrue(os.path.exists(mid_output_path))
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mid_output = read_file(os.path.join(mid_output_path))
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self.assertEqual(mid_output, "7806.25")
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final_job_dir = os.path.join(TEST_JOB_OUTPUT, final_job_id)
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self.assertEqual(len(os.listdir(final_job_dir)), 5)
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final_metafile = os.path.join(final_job_dir, META_FILE)
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final_status = read_yaml(final_metafile)
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self.assertNotIn(JOB_ERROR, final_status)
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final_result_path = os.path.join(final_job_dir, get_result_file(JOB_TYPE_PYTHON))
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self.assertTrue(os.path.exists(final_result_path))
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final_result = read_file(os.path.join(final_result_path))
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self.assertEqual(
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final_result, "--STDOUT--\n2146.5625\ndone\n\n\n--STDERR--\n\n")
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final_output_path = os.path.join(TEST_MONITOR_BASE, "output", "A.txt")
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self.assertTrue(os.path.exists(final_output_path))
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final_output = read_file(os.path.join(final_output_path))
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self.assertEqual(final_output, "2146.5625")
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# TODO sweep execution test
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# TODO sweep execution test
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# TODO adding tests with numpy or other external dependency
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# TODO adding tests with numpy or other external dependency
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# TODO test getting job cannot handle
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# TODO test getting job cannot handle
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||||||
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Reference in New Issue
Block a user