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Update experiments/procesing/steps/session.py

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Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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Daniel Alves Rösel
2025-12-12 12:10:20 +01:00
committed by GitHub
parent a21b52edb2
commit f7019df477
1 changed files with 3 additions and 1 deletions
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experiments/procesing/steps/session.py
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@@ -53,7 +53,9 @@ class TemporalFeatureStep(BaseContextStep):
(agg['total_interactions'] / agg['session_duration_sec']) * 60, 0) (agg['total_interactions'] / agg['session_duration_sec']) * 60, 0)
vel = df.set_index('ts_dt').groupby('sessionId').resample(self.velocity_window, include_groups=False).size() vel = df.set_index('ts_dt').groupby('sessionId').resample(self.velocity_window, include_groups=False).size()
agg = agg.merge(vel.groupby('sessionId').max().rename('max_velocity_5min'),on='sessionId', how='left').fillna({'max_velocity_5min': 0}) # warns but its a series so whatevs max_velocity = vel.groupby('sessionId').max().rename('max_velocity_5min')
agg = agg.merge(max_velocity, on='sessionId', how='left')
agg['max_velocity_5min'] = agg['max_velocity_5min'].fillna(0)
return agg return agg