2efad30304
SIENTIAPDE-1174 Update dependencies, modify image tag, and enhance metrics tracking in various activities for improved observability and performance.
26 lines
1.1 KiB
Python
26 lines
1.1 KiB
Python
# tests/unit/test_metrics.py
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import pytest
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from prometheus_client import Counter, Gauge, Histogram
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import scouter.metrics as metrics
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# --- Test Functions for Each Metric (Corrected for v0.22.0 _name behavior) ---
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def test_scouter_laborious_data_written_count():
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"""Verify the definition of LABORIOUS_DATA_WRITTEN_COUNT."""
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assert metrics.LABORIOUS_DATA_WRITTEN_COUNT is not None
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assert isinstance(metrics.LABORIOUS_DATA_WRITTEN_COUNT, Counter)
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assert metrics.LABORIOUS_DATA_WRITTEN_COUNT._name == "scouter_laborious_data_written_count"
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assert set(metrics.LABORIOUS_DATA_WRITTEN_COUNT._labelnames) == {
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"pod_id", "model_name", "pipeline_name"}
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def test_scouter_tag_changes_monitor():
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"""Verify the definition of TAG_CHANGES_MONITOR."""
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assert metrics.TAG_CHANGES_MONITOR is not None
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assert isinstance(metrics.TAG_CHANGES_MONITOR, Gauge)
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assert metrics.TAG_CHANGES_MONITOR._name == "scouter_tag_changes_monitor"
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assert set(metrics.TAG_CHANGES_MONITOR._labelnames) == {
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"pod_id", "model_name", "pipeline_name", "tag_name"}
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