52 lines
1.7 KiB
Python
52 lines
1.7 KiB
Python
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from caffe2.python import core, workspace
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from caffe2.python.test_util import TestCase
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import numpy as np
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class TestCounterOps(TestCase):
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def test_stats_ops(self):
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# The global StatRegistry isn't reset when the workspace is reset,
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# so there may be existing stats from a previous test
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workspace.RunOperatorOnce(core.CreateOperator(
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'StatRegistryExport', [], ['prev_k', 'prev_v', 'prev_ts']))
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previous_keys = workspace.FetchBlob('prev_k')
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existing = len(previous_keys)
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prefix = '/'.join([__name__, 'TestCounterOps', 'test_stats_ops'])
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keys = [
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(prefix + '/key1').encode('ascii'),
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(prefix + '/key2').encode('ascii')
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]
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values = [34, 45]
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workspace.FeedBlob('k', np.array(keys, dtype=str))
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workspace.FeedBlob('v', np.array(values, dtype=np.int64))
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for _ in range(2):
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workspace.RunOperatorOnce(core.CreateOperator(
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'StatRegistryUpdate', ['k', 'v'], []))
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workspace.RunOperatorOnce(core.CreateOperator(
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'StatRegistryExport', [], ['k2', 'v2', 't2']))
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workspace.RunOperatorOnce(core.CreateOperator(
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'StatRegistryCreate', [], ['reg']))
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workspace.RunOperatorOnce(core.CreateOperator(
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'StatRegistryUpdate', ['k2', 'v2', 'reg'], []))
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workspace.RunOperatorOnce(core.CreateOperator(
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'StatRegistryExport', ['reg'], ['k3', 'v3', 't3']))
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k3 = workspace.FetchBlob('k3')
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v3 = workspace.FetchBlob('v3')
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t3 = workspace.FetchBlob('t3')
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self.assertEqual(len(k3) - existing, 2)
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self.assertEqual(len(v3), len(k3))
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self.assertEqual(len(t3), len(k3))
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for key in keys:
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self.assertIn(key, k3)
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