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MiPi_TEST/__pycache__/csv_preprocessor.cpython-312.pyc

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Added ai stuff
2026-04-08 12:55:34 +01:00
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csv_preprocessor.py
Extracts MIPI HS-TX / LP state metrics from oscilloscope CSV files.
File naming convention: YYYYMMDD_HHMMSS_{sig|proto|lp}_{NNNN}_{clk|dat}.csv
sig — high-res short window (320 GSa/s, ~20 ns) — rise/fall times
Two columns: time_s, vdiff_v (F1/F2 differential, ±250 mV HS swing)
proto — lower-res long window (20 GSa/s, ~10 µs) — jitter, frequency, amplitude
Two columns: time_s, vdiff_v (F1/F2 differential)
lp — LP state capture (~40 GSa/s, ~5 µs) — LP-11/LP-00/HS burst structure
Two columns: time_s, voltage_v (Ch1 or Ch3 single-ended CLK+/DAT0+)
Vertical range: −0.2 V to 1.4 V so LP-11 (~1.2 V) and LP-00 (~0 V) are visible.
Trigger: falling edge at 0.6 V on CLK+ catches LP-11 → LP-01 SoT transition.
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Analyse one oscilloscope CSV file and return a ChannelMetrics instance.
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Scan data_dir and group CSV files by (timestamp, capture_number).
Returns dict mapping (timestamp, num) → {file_type_channel: Path}.
Example key: ("20260408_111448", 1)
Example value: {"sig_clk": Path(...), "sig_dat": ..., "proto_clk": ..., "proto_dat": ...}
r<><00>*.csv<73>_)
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Analyse a single-ended LP capture CSV (Ch1 or Ch3) and return LPMetrics.
State classification per sample:
LP-11 : voltage > LP11_HIGH_V (~1.2 V, both pins high)
LP-low : voltage < LP_LOW_V (~0 V, pin driven low — LP-01 or LP-00)
HS : voltage in mid-range with high oscillation (rolling std > HS_OSC_STD_V)
trans : everything else (transitions between states)
z%(\d{8}_\d{6})_lp_(\d+)_(clk|dat)\.csvz$Filename does not match lp pattern: rrkrr<>r<>g<><67>&<26> .>)r<>N<>c3<00>:<00>K<00>|]\}}<02>|<00>|z
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