Animation for stage 1 model

from ambdes import Model, SimConfig, ambsys, generate_animation

ambsys_data = ambsys(
    csv_path="data/AmbSYS-to-Mar-2026-UI7FG.csv",
    org_code="RYF",
    month="3",
    year=2026,
)
ambsys_data

{'mean_iat_min': {'C1': 5.02646098412341,
  'C2': 1.042868823735545,
  'C3': 2.4551754482455177,
  'C4': 135.6838905775076},
 'mean_handover_time_min': 29.916666666666668,
 'p90_handover_time_min': 51.28333333333333,
 'sd_handover_time_min': 11.385314934097805}

config = SimConfig(
    ambsys_data=ambsys_data,
    run_length=60 * 12,  # 12 hours
)
model = Model(run_number=0, config=config)
model.run()

generate_animation(model)

/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)
/usr/share/miniconda/envs/ambdes/lib/python3.13/site-packages/vidigi/prep.py:281: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
  ).apply(process_event_group)

model.logger.generate_dfg()