welltest_pta.EventDetectorConfig

class welltest_pta.EventDetectorConfig

Bases: object

Configuration for the V8.1 event detector.

All fields are public; pass them as keyword arguments at construction time (e.g. EventDetectorConfig(sg_window=31, hampel_sigma=4.0)).

Parameters:

• sg_window (int)

• sg_polyorder (int)

• sg_min_window (int)

• sg_max_window (int)

• hampel_window (int)

• hampel_sigma (float)

• p_res_override (float)

• p_res_stable_pct (float)

• p_res_min_pts (int)

• spike_percentile (float)

• spike_min_gap_pts (int)

• min_zone_pts (int)

• min_pta_dp_psi (float)

• min_pta_duration_hr (float)

• merge_gap_max_pts (int)

• tail_trim_enabled (bool)

• tail_trim_min_dur_hr (float)

• tail_trim_min_plateau_frac (float)

• tail_trim_dev_n_sigma (float)

• tail_trim_min_tail_dur_hr (float)

__init__(sg_window=0, sg_polyorder=3, sg_min_window=15, sg_max_window=301, hampel_window=0, hampel_sigma=3.0, p_res_override=0.0, p_res_stable_pct=20.0, p_res_min_pts=30, spike_percentile=95.0, spike_min_gap_pts=0, min_zone_pts=10, min_pta_dp_psi=15.0, min_pta_duration_hr=0.1, merge_gap_max_pts=0, tail_trim_enabled=True, tail_trim_min_dur_hr=4.0, tail_trim_min_plateau_frac=0.4, tail_trim_dev_n_sigma=8.0, tail_trim_min_tail_dur_hr=0.3)

Parameters:

• sg_window (int)

• sg_polyorder (int)

• sg_min_window (int)

• sg_max_window (int)

• hampel_window (int)

• hampel_sigma (float)

• p_res_override (float)

• p_res_stable_pct (float)

• p_res_min_pts (int)

• spike_percentile (float)

• spike_min_gap_pts (int)

• min_zone_pts (int)

• min_pta_dp_psi (float)

• min_pta_duration_hr (float)

• merge_gap_max_pts (int)

• tail_trim_enabled (bool)

• tail_trim_min_dur_hr (float)

• tail_trim_min_plateau_frac (float)

• tail_trim_dev_n_sigma (float)

• tail_trim_min_tail_dur_hr (float)

Return type:

None

Methods

__init__([sg_window, sg_polyorder, ...])

Attributes

hampel_sigma
hampel_window
merge_gap_max_pts
min_pta_dp_psi
min_pta_duration_hr
min_zone_pts
p_res_min_pts
p_res_override
p_res_stable_pct
sg_max_window
sg_min_window
sg_polyorder
sg_window
spike_min_gap_pts
spike_percentile
tail_trim_dev_n_sigma
tail_trim_enabled
tail_trim_min_dur_hr
tail_trim_min_plateau_frac
tail_trim_min_tail_dur_hr

sg_window: int = 0

sg_polyorder: int = 3

sg_min_window: int = 15

sg_max_window: int = 301

hampel_window: int = 0

hampel_sigma: float = 3.0

p_res_override: float = 0.0

p_res_stable_pct: float = 20.0

p_res_min_pts: int = 30

spike_percentile: float = 95.0

spike_min_gap_pts: int = 0

min_zone_pts: int = 10

min_pta_dp_psi: float = 15.0

min_pta_duration_hr: float = 0.1

merge_gap_max_pts: int = 0

tail_trim_enabled: bool = True

tail_trim_min_dur_hr: float = 4.0

tail_trim_min_plateau_frac: float = 0.4

tail_trim_dev_n_sigma: float = 8.0

tail_trim_min_tail_dur_hr: float = 0.3

__init__(sg_window=0, sg_polyorder=3, sg_min_window=15, sg_max_window=301, hampel_window=0, hampel_sigma=3.0, p_res_override=0.0, p_res_stable_pct=20.0, p_res_min_pts=30, spike_percentile=95.0, spike_min_gap_pts=0, min_zone_pts=10, min_pta_dp_psi=15.0, min_pta_duration_hr=0.1, merge_gap_max_pts=0, tail_trim_enabled=True, tail_trim_min_dur_hr=4.0, tail_trim_min_plateau_frac=0.4, tail_trim_dev_n_sigma=8.0, tail_trim_min_tail_dur_hr=0.3)

Parameters:

• sg_window (int)

• sg_polyorder (int)

• sg_min_window (int)

• sg_max_window (int)

• hampel_window (int)

• hampel_sigma (float)

• p_res_override (float)

• p_res_stable_pct (float)

• p_res_min_pts (int)

• spike_percentile (float)

• spike_min_gap_pts (int)

• min_zone_pts (int)

• min_pta_dp_psi (float)

• min_pta_duration_hr (float)

• merge_gap_max_pts (int)

• tail_trim_enabled (bool)

• tail_trim_min_dur_hr (float)

• tail_trim_min_plateau_frac (float)

• tail_trim_dev_n_sigma (float)

• tail_trim_min_tail_dur_hr (float)

Return type:

None