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MiPi_TEST/__pycache__/csv_preprocessor.cpython-312.pyc

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Added ai stuff
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updated ai
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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.
updated ai
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updated ai
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Added ai stuff
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updated ai
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Added ai stuff
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updated ai
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Added ai stuff
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updated ai
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Added ai stuff
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updated ai
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Added ai stuff
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Analyse one oscilloscope CSV file and return a ChannelMetrics instance.
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updated ai
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Added ai stuff
2026-04-08 12:55:34 +01:00
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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": ...}
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updated ai
2026-04-08 14:19:31 +01:00
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Added ai stuff
2026-04-08 12:55:34 +01:00
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updated ai
2026-04-08 14:19:31 +01:00
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Added ai stuff
2026-04-08 12:55:34 +01:00
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updated ai
2026-04-08 14:19:31 +01:00
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Added ai stuff
2026-04-08 12:55:34 +01:00
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updated ai
2026-04-08 14:19:31 +01:00
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Added ai stuff
2026-04-08 12:55:34 +01:00
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)
updated ai
2026-04-08 14:19:31 +01:00
z%(\d{8}_\d{6})_lp_(\d+)_(clk|dat)\.csvz$Filename does not match lp pattern: rrkrr<>r<>)r<>N<>c3<00>:<00>K<00>|]\}}<02>|<00>|z
<00><01><00>y<00>w)Nr$)<04>.0rurvrUs <20>r&<00> <genexpr>z"analyze_lp_file.<locals>.<genexpr><3E>s"<00><><00><><00>?<3F>$<24>!<21>Q<EFBFBD><15>q<EFBFBD><18>E<EFBFBD>!<21>H<EFBFBD>$<24>?<3F>s<00>FrJg<><67>&<26> .>r<>Tg<54><67><EFBFBD><EFBFBD><EFBFBD>Ơ><3E>g<><67><EFBFBD><EFBFBD><EFBFBD>ư><3E>_rIi<>r<>uCCLK lane is in continuous HS mode — LP states not expected on CLKz)No LP-11 state detected in capture windowzLP-11 voltage r<>z V below spec min z Vz V above spec max zLP exit duration r2z ns below spec min u5 ns — LP-01/LP-00 states may be absent or too briefu8LP-11 → LP-low → HS transition sequence not detectedz)No HS bursts detected after LP transition)r r rrr<>rr<>r<>r<>r<>r<>r<>r<>r<>r)r<>r<>r<>r<>rQr<>rDrYrErRr\r<><00> LP11_HIGH_Vr<56>r<>r<>r<>rPrlr<><00> enumerater7rmr]<00> HS_OSC_STD_V<5F>LP_LOW_V<5F>
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<EFBFBD><<3C><18>A<EFBFBD><1D><15>R<EFBFBD><13>T<EFBFBD>B<EFBFBD>Y<EFBFBD><1E>(<28><06><1B>E<EFBFBD>6<EFBFBD>*<2A><04><16> <09>#,<2C>\<5C>#:<3A> @<01> <1F>A<EFBFBD><1F><06><06>23<32>a<EFBFBD>%<25>#<23>l<EFBFBD>:K<>2K<32> <0C>Q<EFBFBD><11>U<EFBFBD>+<2B>A<EFBFBD>.<2E>QT<51>UZ<55>Q[<5B>^_<>Q_<51>I<EFBFBD> <20>%<25> <09>"2<>U<EFBFBD>6<EFBFBD>]<5D>"B<>c<EFBFBD>!I<>1<EFBFBD>M<>L<EFBFBD> <15> <1C> <1C>f<EFBFBD>i<EFBFBD><1C>><3E> ?<3F>  @<01> <15>"<22>9<EFBFBD>~<7E>K<EFBFBD>$<24>U<EFBFBD>2<EFBFBD>7<EFBFBD>7<EFBFBD>Y<EFBFBD>3O<33>'<27>!<21>Q<EFBFBD><01>A<EFBFBD>3O<33>+P<>%Q<>ST<53>U<>O<EFBFBD>"&<26> <1F>!<21><11>O<EFBFBD>A<EFBFBD>&<26>E<EFBFBD><1B>E<EFBFBD>C<EFBFBD><06><12> <0B>$4<>4<>c<EFBFBD>%<25>j<EFBFBD>1<EFBFBD>n<EFBFBD>E<>I<EFBFBD><1D>8<EFBFBD>8<EFBFBD>D<EFBFBD><15>y<EFBFBD>$9<>\<5C>$I<>J<>1<EFBFBD>M<>L<EFBFBD><12><<3C> <20> %<25>u<EFBFBD>U<EFBFBD>\<5C>!<21>_<EFBFBD>-D<>'E<><05>e<EFBFBD> <0C>'T<>X[<5B>&[<5B>]^<5E> _<> <0A>!<21>8<EFBFBD>+<2B><04>|<7C>0C<30>D<>K<EFBFBD>5<>k<EFBFBD>q<EFBFBD>Q<>N<EFBFBD><1D>d<EFBFBD>R<EFBFBD>i<EFBFBD>.<2E>K<EFBFBD>$2<> <1A> <20><07><17><18>G<EFBFBD>:<3A>u<EFBFBD>{<7B>':<3A>:<3A>).<2E><1E>w<EFBFBD><1E>%<25><07>.<2E>8<>C<EFBFBD>?<3F><11>*D<01>&<26><19>  <1A> <15><1F><01>l<EFBFBD>G<EFBFBD>A<EFBFBD>q<EFBFBD>!<21><1F><01>!<21>*<2A>K<EFBFBD>#<23><16>r<EFBFBD>}<7D>}<7D>[<5B>"<22>5<>6<><16>r<EFBFBD>}<7D>}<7D>[<5B>!<21>4<>5<>6<>9:<3A>;<3B>=A<>B<01>CD<43><0E>O<EFBFBD> <12>H<EFBFBD>)<29>)<29>h<><07>5<EFBFBD>0@<40>h<>u<EFBFBD>U<EFBFBD>Y<EFBFBD>Y<EFBFBD>[<5B>GY<47>\g<>Gg<47><15><18><10><0F><0F>]<5D>^<5E> <19><10><0F><0F>C<>D<> <17> #<23> <19>O<EFBFBD> +<2B> <14>O<EFBFBD>O<EFBFBD>n<EFBFBD>^<5E>C<EFBFBD>,@<40>@R<>Sb<53>Rc<52>ce<63>f<> g<> <19>O<EFBFBD> +<2B> <14>O<EFBFBD>O<EFBFBD>n<EFBFBD>^<5E>C<EFBFBD>,@<40>@R<>Sb<53>Rc<52>ce<63>f<> g<><14> <20>]<5D>5F<35>%F<><10><0F><0F><1F> <0A>c<EFBFBD>2<>2E<32>FW<46>X[<5B>E\<5C>]@<01> A<01>
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Added ai stuff
2026-04-08 12:55:34 +01:00
P<01>D<EFBFBD>
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updated ai
2026-04-08 14:19:31 +01:00
<EFBFBD>2C<EFBFBD>+<1C>dA<06>t<EFBFBD>A<06><0E>A<06>H<12>T<EFBFBD><12>d<EFBFBD>5<EFBFBD><13>c<EFBFBD><18>?<3F>D<EFBFBD><13>d<EFBFBD><19>O<EFBFBD>+K<>&L<><12>. <0B>9 <20>9 <20> <0B>9 <20>x U<01>b<EFBFBD>j<EFBFBD>j<EFBFBD> U<01>#<23> U<01>"<22>*<2A>*<2A> U<01>L<01>2<EFBFBD>:<3A>:<3A>L<01>C<EFBFBD>L<01>G<06>$<24>G<06>;<3B>G<06>T <0C>z<EFBFBD><19><0E><13>H<EFBFBD>~<7E>$<24>$<24>v<EFBFBD>-<2D>H<EFBFBD>
Added ai stuff
2026-04-08 12:55:34 +01:00
<EFBFBD>3<EFBFBD>8<EFBFBD>8<EFBFBD>}<7D>q<EFBFBD><18>"%<25>(<28>(<28>1<EFBFBD>2<EFBFBD>,<2C>/<2F>Q<EFBFBD><14>a<EFBFBD><17>/<2F><05><16>x<EFBFBD>}<7D>}<7D>W<EFBFBD>-<2D>.<2E>r<EFBFBD><01>2<><05> <12> *<2A><01> *<2A><15><11><16><16><1F>(<28><11>+<2B><06>%<25>a<EFBFBD><1F><06> <11>&<26>.<2E>.<2E>"<22> #<23> <11>G<EFBFBD> *<2A><1A><>
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