GPS time correlation on log file parsing

[LelsersLasers]

• After splitting into chunks, look for all GPS messages
• Linear regression to find correlation between the DAQ timestamp and the time contained in the GPS message
• Added column to the parsed CSV with the "real" (GPS correlated time)
• Log files with valid correlated times are named out_###_TimeOfFirstMessage

[Copilot]

Pull request overview

Adds GPS-based time correlation to DAQ log parsing so parsed CSV outputs can include a “real” timestamp derived from GPS time messages, and correlated chunks can be named with the time of the first message.

Changes:

• Introduces a daq_log_parse::correlate module that extracts gps_time messages per chunk and fits a linear regression between DAQ ms and Unix ms.
• Updates the log parsing UI flow to run correlation after chunking and pass correlated chunks into CSV generation.
• Extends CSV output to include a correlated time column and optionally suffixes output filenames with the first correlated timestamp.

Reviewed changes

Copilot reviewed 4 out of 4 changed files in this pull request and generated 5 comments.

File	Description
src/ui/log_parser.rs	Runs chunk time-correlation before writing CSV tables.
src/daq_log_parse/table.rs	Accepts correlated chunks, adds correlated time column, and names output files with correlated first time when available.
src/daq_log_parse/mod.rs	Exposes the new correlate module.
src/daq_log_parse/correlate.rs	Implements GPS timestamp extraction and linear regression correlation per chunk.

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[LelsersLasers]

Currently gives weird results:
GPS correlation successful: slope=1.565244263, intercept_ms=1778437407030.705, rms_error_ms=771.89, points=144

DAQ ticks are 1 ms so the slope should be exactly 1 and the RMS is very high, but from debug printing the algorithm is working correctly, it is the data itself that is noisy

Noisy/inccorect GPS:

[LelsersLasers]

Okay updates: so it turns out the clock rate was set wrong on DAQ + some of the other boards (ex: Dash) so that's why the slope was not 1.... Seems to work fine....

[Copilot]

Pull request overview

Copilot reviewed 4 out of 4 changed files in this pull request and generated no new comments.