feat(import): parse paired BW ASCII reports on /db/import/blastware_file
Blastware's ACH writes a per-event ASCII report (.TXT) alongside each
event binary, containing the rich derived per-channel fields BW
computes (PPV, ZC Freq, Time of Peak, Peak Acceleration, Peak
Displacement, Peak Vector Sum + time, sensor self-check Pass/Fail,
monitor-log timestamps). None of this lives in the BW binary itself.
When the watcher daemon forwards both files to /db/import/blastware_file
in one multipart POST, we now:
- Pair binaries with their .TXT partners by filename match
- Parse the report into a structured BwAsciiReport
- Land the rich fields in a new top-level `bw_report` block of the
sidecar JSON
- Overlay the report's peaks/project_info/timestamp/sample_rate/
record_time/total_samples/pretrig_samples onto the canonical
sidecar fields (the report values are device-authoritative; the
BW-binary STRT-derived values had bugs like reading the 0x46
record-type marker as rectime)
This unblocks the monthly-summary review workflow — events become
sortable/filterable by peak, location, project, etc. — without
depending on the still-undecoded waveform body codec.
This commit is contained in:
@@ -0,0 +1,468 @@
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"""
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minimateplus/bw_ascii_report.py — parser for Blastware's per-event ASCII
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report (the .TXT file BW writes alongside each saved event binary).
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The ASCII export is the authoritative source for every "rich" per-event
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field that BW computes from the waveform but never persists in the BW
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binary itself:
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- Per-channel PPV (Tran / Vert / Long / MicL)
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- Peak Vector Sum + Peak Vector Sum Time
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- Per-channel ZC Freq, Time of Peak, Peak Acceleration, Peak Displacement
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- MicL PSPL, MicL Time of Peak, MicL ZC Freq
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- Per-channel Sensor Self-Check (Test Freq / Test Ratio / Test Results)
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- MicL Test Amplitude (mV)
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- Battery, calibration date, monitor-log timestamps
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Persisting these values into the SFM database lets the monthly-summary
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review workflow ("show me events at Location X with PVS > 0.5") work
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without depending on the (still-undecoded) waveform body codec.
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Format (verified against decode-re/5-8-26 4-event bundle):
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- One field per line, wrapped in double quotes: `"Field Name : Value"`
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- Field/value separator: literal ` : ` (space-colon-space).
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- Some field names contain an internal `:` already (e.g. `"Project:"`),
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so we split on the FIRST ` : ` only.
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- Some fields have unit suffixes: `"0.500 in/s"` / `"7.5 Hz"` / `"533 mv"`.
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- A `"Monitor Log(s)"` marker line is followed by tab-separated rows
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of `start_time<TAB>stop_time<TAB>description`.
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- Final `"PC SW Version : ..."` line ends the metadata block.
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- A blank line separates metadata from the sample table.
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- Sample table starts with ` Tran <TAB> Vert <TAB>...`, then
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one row per sample (tab-separated, right-padded numeric values).
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- Geo channel values are in in/s; MicL in dB(L) (or 0.000 below threshold).
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Because some metadata fields have whitespace quirks ("MicL Time of
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Peak" has two spaces; the leading "Project:" value has its own colon),
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we normalise whitespace in the key before lookup.
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"""
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from __future__ import annotations
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import datetime
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import re
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from dataclasses import dataclass, field
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from pathlib import Path
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from typing import Dict, List, Optional, Tuple, Union
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# ─────────────────────────────────────────────────────────────────────────────
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# Output dataclasses
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# ─────────────────────────────────────────────────────────────────────────────
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@dataclass
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class ChannelStats:
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"""Per-channel derived stats, populated from an event report."""
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ppv_ips: Optional[float] = None # in/s (geo channels only)
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zc_freq_hz: Optional[float] = None # Hz
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time_of_peak_s: Optional[float] = None # seconds (relative to trigger; can be negative)
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peak_accel_g: Optional[float] = None # g (geo channels only)
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peak_disp_in: Optional[float] = None # in (geo channels only)
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@dataclass
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class MicStats:
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"""MicL-specific stats."""
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weighting: Optional[str] = None # e.g. "Linear Weighting"
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pspl_dbl: Optional[float] = None # dB(L)
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zc_freq_hz: Optional[float] = None
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time_of_peak_s: Optional[float] = None
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@dataclass
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class SensorCheck:
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"""Per-channel sensor self-check result.
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Geo channels report a frequency + ratio; MicL reports a frequency +
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amplitude (mV). All channels also have a Pass/Fail string.
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"""
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test_freq_hz: Optional[float] = None
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test_ratio: Optional[float] = None # geo channels only
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test_amplitude_mv: Optional[float] = None # MicL only
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test_results: Optional[str] = None # "Passed" / "Failed"
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@dataclass
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class MonitorLogEntry:
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"""One row of the trailing Monitor Log(s) block."""
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start_time: Optional[datetime.datetime] = None
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stop_time: Optional[datetime.datetime] = None
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description: Optional[str] = None
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@dataclass
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class BwAsciiReport:
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"""Structured representation of one BW per-event ASCII export."""
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# ── Identity ─────────────────────────────────────────────────────────────
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event_type: Optional[str] = None # e.g. "Full Waveform"
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serial: Optional[str] = None # e.g. "BE11529"
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version: Optional[str] = None # firmware version line
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file_name: Optional[str] = None # e.g. "M529LK44.AB0"
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event_datetime: Optional[datetime.datetime] = None # parsed from Event Time + Event Date
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# ── Trigger / recording config ──────────────────────────────────────────
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trigger_channel: Optional[str] = None # e.g. "Vert" or "From Unit"
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geo_trigger_level_ips: Optional[float] = None
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pretrig_s: Optional[float] = None # negative seconds
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record_time_s: Optional[float] = None
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record_stop_mode: Optional[str] = None
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sample_rate_sps: Optional[int] = None
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battery_volts: Optional[float] = None
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calibration_date: Optional[datetime.date] = None
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calibration_by: Optional[str] = None # e.g. "Instantel"
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units: Optional[str] = None # e.g. "in/s and dB(L)"
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# ── Operator-supplied metadata ──────────────────────────────────────────
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project: Optional[str] = None
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client: Optional[str] = None
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operator: Optional[str] = None # User Name
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sensor_location: Optional[str] = None # Seis Loc
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# ── Geo channel scaling ─────────────────────────────────────────────────
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geo_range_ips: Optional[float] = None # 10.000 / 1.250
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# ── Per-channel derived stats (geo + mic) ───────────────────────────────
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channels: Dict[str, ChannelStats] = field(default_factory=dict)
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mic: MicStats = field(default_factory=MicStats)
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# ── Vector sum ──────────────────────────────────────────────────────────
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peak_vector_sum_ips: Optional[float] = None
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peak_vector_sum_time_s: Optional[float] = None
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# ── Sensor self-check (per channel) ─────────────────────────────────────
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sensor_check: Dict[str, SensorCheck] = field(default_factory=dict)
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# ── Monitor log + tooling version ───────────────────────────────────────
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monitor_log: List[MonitorLogEntry] = field(default_factory=list)
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pc_sw_version: Optional[str] = None
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# ── Sample table (optional; only parsed if requested) ───────────────────
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# Each entry: (Tran, Vert, Long, MicL) in the report's units (geo
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# channels in in/s, MicL in dB(L)). None when parse_samples=False.
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samples: Optional[List[Tuple[float, float, float, float]]] = None
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# ─────────────────────────────────────────────────────────────────────────────
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# Helpers
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# ─────────────────────────────────────────────────────────────────────────────
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_KEY_NORMALISE_RE = re.compile(r"\s+")
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_NUMERIC_RE = re.compile(r"^-?\d+(?:\.\d+)?")
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def _normalise_key(k: str) -> str:
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"""Collapse whitespace runs (incl. tabs) and strip — handles BW's
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"MicL Time of Peak" double-space and leading-colon quirks."""
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return _KEY_NORMALISE_RE.sub(" ", k).strip()
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def _strip_quotes(line: str) -> str:
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line = line.rstrip("\r\n")
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if len(line) >= 2 and line.startswith('"') and line.endswith('"'):
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return line[1:-1]
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return line
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def _parse_number(value: str) -> Optional[float]:
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"""Pull the leading numeric portion out of a value like "0.500 in/s"."""
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m = _NUMERIC_RE.match(value.strip())
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if not m:
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return None
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try:
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return float(m.group(0))
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except ValueError:
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return None
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def _parse_int(value: str) -> Optional[int]:
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n = _parse_number(value)
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return None if n is None else int(round(n))
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# Months exactly as BW writes them.
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_MONTHS = {
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"January": 1, "February": 2, "March": 3, "April": 4,
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"May": 5, "June": 6, "July": 7, "August": 8,
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"September": 9, "October": 10, "November": 11, "December": 12,
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# Short forms used in monitor-log rows ("Apr 23 /26").
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"Jan": 1, "Feb": 2, "Mar": 3, "Apr": 4, "Jun": 6, "Jul": 7,
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"Aug": 8, "Sep": 9, "Oct": 10, "Nov": 11, "Dec": 12,
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}
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def _parse_event_date(s: str) -> Optional[datetime.date]:
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"""Parse "April 23, 2026" or "May 8, 2026" → date."""
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s = s.strip()
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parts = s.replace(",", " ").split()
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if len(parts) < 3:
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return None
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month_name, day_str, year_str = parts[0], parts[1], parts[2]
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month = _MONTHS.get(month_name)
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if month is None:
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return None
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try:
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return datetime.date(int(year_str), month, int(day_str))
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except ValueError:
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return None
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def _parse_event_time(s: str) -> Optional[datetime.time]:
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"""Parse "15:56:35" → time."""
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s = s.strip()
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try:
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h, m, sec = s.split(":")
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return datetime.time(int(h), int(m), int(sec))
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except (ValueError, IndexError):
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return None
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def _parse_calibration(value: str) -> Tuple[Optional[datetime.date], Optional[str]]:
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"""Parse "April 29, 2025 by Instantel" → (date, "Instantel")."""
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parts = value.split(" by ", 1)
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date = _parse_event_date(parts[0])
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by = parts[1].strip() if len(parts) > 1 else None
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return date, by
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def _parse_monitor_row(line: str) -> Optional[MonitorLogEntry]:
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"""Parse a tab-separated monitor log row.
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Format: `<start>\t<stop>\t<desc>` where each timestamp is BW's
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short form "Mon DD /YY HH:MM:SS" (e.g. "Apr 23 /26 15:46:16").
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Year is encoded as a 2-digit suffix; we expand "/26" → 2026.
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"""
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parts = line.split("\t")
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if len(parts) < 2:
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return None
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start = _parse_monitor_ts(parts[0])
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stop = _parse_monitor_ts(parts[1])
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desc = parts[2].strip() if len(parts) > 2 else None
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if start is None and stop is None and not desc:
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return None
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return MonitorLogEntry(start_time=start, stop_time=stop, description=desc)
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def _parse_monitor_ts(s: str) -> Optional[datetime.datetime]:
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"""Parse "Apr 23 /26 15:46:16" → datetime."""
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s = s.strip()
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parts = s.split()
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if len(parts) < 4:
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return None
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month = _MONTHS.get(parts[0])
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if month is None:
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return None
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try:
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day = int(parts[1])
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# parts[2] looks like "/26" → century-flip to 2026
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yy = int(parts[2].lstrip("/"))
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year = 2000 + yy if yy < 80 else 1900 + yy
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h, m, sec = (int(x) for x in parts[3].split(":"))
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return datetime.datetime(year, month, day, h, m, sec)
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except (ValueError, IndexError):
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return None
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# ─────────────────────────────────────────────────────────────────────────────
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# Top-level parser
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# ─────────────────────────────────────────────────────────────────────────────
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def parse_report(text: Union[str, bytes], *, parse_samples: bool = False) -> BwAsciiReport:
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"""Parse a BW per-event ASCII export into a structured BwAsciiReport.
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Set ``parse_samples=True`` to also populate ``report.samples`` with
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the trailing sample table. Default False because the table is
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huge and most callers only want metadata for indexing.
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"""
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if isinstance(text, bytes):
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text = text.decode("ascii", errors="replace")
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report = BwAsciiReport()
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# Pre-create channel stat slots so callers can rely on them existing.
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for ch in ("Tran", "Vert", "Long", "MicL"):
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report.channels.setdefault(ch, ChannelStats())
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report.sensor_check.setdefault(ch, SensorCheck())
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lines = text.splitlines()
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i = 0
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n = len(lines)
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in_monitor_log_section = False
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event_time_str: Optional[str] = None
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event_date: Optional[datetime.date] = None
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while i < n:
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raw_line = lines[i]
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i += 1
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# Blank line marks the start of the sample table.
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if raw_line.strip() == "":
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break
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line = _strip_quotes(raw_line)
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# Monitor log section: "Monitor Log(s)" header followed by N rows
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# (still inside double-quoted lines), terminated by a non-row line
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# like "PC SW Version : ..." or a blank line.
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if not in_monitor_log_section and line.strip() == "Monitor Log(s)":
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in_monitor_log_section = True
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continue
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if in_monitor_log_section:
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# Heuristic: monitor rows contain a tab; the next "Field : Value"
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# line ends the section.
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if "\t" in line:
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entry = _parse_monitor_row(line)
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if entry:
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report.monitor_log.append(entry)
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continue
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# Falls through to the field parser below; clear the flag.
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in_monitor_log_section = False
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# "Field : Value" — split on FIRST occurrence of " : "
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idx = line.find(" : ")
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if idx < 0:
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continue
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key = _normalise_key(line[:idx])
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value = line[idx + 3 :].strip()
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# ── Identity / config ────────────────────────────────────────────────
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if key == "Event Type": report.event_type = value
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elif key == "Serial Number": report.serial = value
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elif key == "Version": report.version = value
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elif key == "File Name": report.file_name = value
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elif key == "Event Time": event_time_str = value
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elif key == "Event Date": event_date = _parse_event_date(value)
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elif key == "Trigger": report.trigger_channel = value
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elif key == "Geo Trigger Level": report.geo_trigger_level_ips = _parse_number(value)
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elif key == "Pre-trigger Length": report.pretrig_s = _parse_number(value)
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elif key == "Record Time": report.record_time_s = _parse_number(value)
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elif key == "Record Stop Mode": report.record_stop_mode = value
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elif key == "Sample Rate": report.sample_rate_sps = _parse_int(value)
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elif key == "Battery Level": report.battery_volts = _parse_number(value)
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elif key == "Calibration":
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report.calibration_date, report.calibration_by = _parse_calibration(value)
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elif key == "Units": report.units = value
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# Project labels in BW carry their own trailing colon — after
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# _normalise_key we just strip it for matching.
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elif key.rstrip(":") == "Project": report.project = value
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elif key.rstrip(":") == "Client": report.client = value
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elif key.rstrip(":") == "User Name":report.operator = value
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elif key.rstrip(":") == "Seis Loc": report.sensor_location = value
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elif key == "Geo Range": report.geo_range_ips = _parse_number(value)
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# ── Per-channel stats ────────────────────────────────────────────────
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# All match the pattern "{Channel} <stat-name>"
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elif key in (
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"Tran PPV", "Vert PPV", "Long PPV",
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"Tran ZC Freq", "Vert ZC Freq", "Long ZC Freq",
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"Tran Time of Peak", "Vert Time of Peak", "Long Time of Peak",
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"Tran Peak Acceleration", "Vert Peak Acceleration", "Long Peak Acceleration",
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"Tran Peak Displacement", "Vert Peak Displacement", "Long Peak Displacement",
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):
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ch_name, stat = key.split(" ", 1)
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cs = report.channels.setdefault(ch_name, ChannelStats())
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num = _parse_number(value)
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if stat == "PPV": cs.ppv_ips = num
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elif stat == "ZC Freq": cs.zc_freq_hz = num
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elif stat == "Time of Peak": cs.time_of_peak_s = num
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elif stat == "Peak Acceleration": cs.peak_accel_g = num
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elif stat == "Peak Displacement": cs.peak_disp_in = num
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# ── Vector Sum ───────────────────────────────────────────────────────
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elif key == "Peak Vector Sum":
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report.peak_vector_sum_ips = _parse_number(value)
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elif key == "Peak Vector Sum Time":
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report.peak_vector_sum_time_s = _parse_number(value)
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# ── Microphone block ────────────────────────────────────────────────
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elif key == "Microphone":
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report.mic.weighting = value
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elif key == "MicL PSPL":
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report.mic.pspl_dbl = _parse_number(value)
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# Mirror onto the "MicL" entry in channels so callers querying
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# `channels["MicL"].ppv_ips` see something — but it's dB(L), not
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# in/s, so we store as-is in the MicStats and mark the channel.
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elif key == "MicL Time of Peak":
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report.mic.time_of_peak_s = _parse_number(value)
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cs = report.channels.setdefault("MicL", ChannelStats())
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cs.time_of_peak_s = report.mic.time_of_peak_s
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elif key == "MicL ZC Freq":
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report.mic.zc_freq_hz = _parse_number(value)
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cs = report.channels.setdefault("MicL", ChannelStats())
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cs.zc_freq_hz = report.mic.zc_freq_hz
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# ── Sensor self-check ────────────────────────────────────────────────
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elif key in (
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"Tran Test Freq", "Vert Test Freq", "Long Test Freq", "MicL Test Freq",
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"Tran Test Ratio", "Vert Test Ratio", "Long Test Ratio",
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"MicL Test Amplitude",
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||||
"Tran Test Results", "Vert Test Results", "Long Test Results", "MicL Test Results",
|
||||
):
|
||||
ch_name, stat = key.split(" ", 1)
|
||||
sc = report.sensor_check.setdefault(ch_name, SensorCheck())
|
||||
if stat == "Test Freq": sc.test_freq_hz = _parse_number(value)
|
||||
elif stat == "Test Ratio": sc.test_ratio = _parse_number(value)
|
||||
elif stat == "Test Amplitude": sc.test_amplitude_mv = _parse_number(value)
|
||||
elif stat == "Test Results": sc.test_results = value
|
||||
|
||||
# ── Trailer ─────────────────────────────────────────────────────────
|
||||
elif key == "PC SW Version":
|
||||
report.pc_sw_version = value
|
||||
|
||||
# Unknown keys are silently dropped — forward-compat for future
|
||||
# BW versions that may add fields.
|
||||
|
||||
# Combine event date + time into a datetime
|
||||
if event_date is not None and event_time_str is not None:
|
||||
t = _parse_event_time(event_time_str)
|
||||
if t is not None:
|
||||
report.event_datetime = datetime.datetime.combine(event_date, t)
|
||||
|
||||
if parse_samples:
|
||||
report.samples = _parse_sample_table(lines, i)
|
||||
|
||||
return report
|
||||
|
||||
|
||||
def _parse_sample_table(
|
||||
lines: List[str], start: int,
|
||||
) -> List[Tuple[float, float, float, float]]:
|
||||
"""Parse the trailing sample table.
|
||||
|
||||
The table starts with a header row (" Tran <TAB>...") and continues
|
||||
until EOF. Each data row is a tab-separated quartet of numeric values.
|
||||
"""
|
||||
samples: List[Tuple[float, float, float, float]] = []
|
||||
seen_header = False
|
||||
for line in lines[start:]:
|
||||
line = line.rstrip("\r\n")
|
||||
if not line.strip():
|
||||
continue
|
||||
cols = [c.strip() for c in line.split("\t") if c.strip()]
|
||||
if not seen_header:
|
||||
# Header row contains channel names; numeric rows don't.
|
||||
if any(c in ("Tran", "Vert", "Long", "MicL") for c in cols):
|
||||
seen_header = True
|
||||
continue
|
||||
if len(cols) < 4:
|
||||
continue
|
||||
try:
|
||||
samples.append((
|
||||
float(cols[0]), float(cols[1]),
|
||||
float(cols[2]), float(cols[3]),
|
||||
))
|
||||
except ValueError:
|
||||
continue
|
||||
return samples
|
||||
|
||||
|
||||
def parse_report_file(
|
||||
path: Union[str, Path], *, parse_samples: bool = False,
|
||||
) -> BwAsciiReport:
|
||||
"""Convenience: read a .TXT file from disk and parse it."""
|
||||
return parse_report(Path(path).read_bytes(), parse_samples=parse_samples)
|
||||
Reference in New Issue
Block a user