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24 changes: 9 additions & 15 deletions src/aind_dynamic_foraging_basic_analysis/metrics/trial_metrics.py
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
"""
Tools for computing trial by trial metrics
df_trials = compute_trial_metrics(nwb)
df_trials = compute_bias(nwb)
Tools for computing trial by trial metrics
df_trials = compute_trial_metrics(nwb)
df_trials = compute_bias(nwb)

"""

Expand Down Expand Up @@ -239,13 +239,7 @@ def add_intertrial_licking(df_trials, df_licks):


def get_average_signal_window_multi(
nwbs,
alignment_event,
offsets,
channel,
data_column='data_z',
censor=True,
output_col=None
nwbs, alignment_event, offsets, channel, data_column="data_z", censor=True, output_col=None
):
"""
Wrapper for get_average_signal_window to process a
Expand Down Expand Up @@ -280,7 +274,7 @@ def get_average_signal_window_multi(
channel=channel,
data_column=data_column,
censor=censor,
output_col=output_col
output_col=output_col,
)
nwb.df_trials = df_trials
return nwbs
Expand All @@ -291,7 +285,7 @@ def get_average_signal_window(
alignment_event,
offsets,
channel,
data_column='data_z',
data_column="data_z",
censor=True,
output_col=None,
):
Expand Down Expand Up @@ -331,7 +325,7 @@ def get_average_signal_window(
"""

# Check alignment_event ends with 'in_session'
if not alignment_event.endswith('in_session'):
if not alignment_event.endswith("in_session"):
raise ValueError(f"alignment_event '{alignment_event}' must end with 'in_session'.")

if not hasattr(nwb, "df_trials"):
Expand Down Expand Up @@ -380,10 +374,10 @@ def get_average_signal_window(
)

avg_activity = etr.groupby("event_number").mean()
avg_activity['trial'] = df_trials.trial.values
avg_activity["trial"] = df_trials.trial.values
avg_activity = avg_activity.rename(columns={data_column: output_col})

# Merge on 'trial'
df_trials = df_trials.merge(avg_activity[['trial', output_col]], on='trial', how='left')
df_trials = nwb.df_trials.merge(avg_activity[["trial", output_col]], on="trial", how="left")

return df_trials
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