SniperGold_ML/engine/verify/vparse.py

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16 KiB
Python

"""Independent row parser (spec 18.1). Re-implements the CSV interpretation,
the dotted timestamp parse, decimal price scaling and inherent row checks with
code paths that differ from engine/parse.py. Must agree with the producer on
every canonical row, every malformed class and every counter.
"""
import re
from .. import versions
# regex-based line splitter (independent of the byte-scanner in parse.py)
_TERM_RE = re.compile(rb"\r\n|\n|\r")
def v_split_lines(data):
"""Yield (line_bytes, terminator_len) using a regex matcher."""
pos = 0
for m in _TERM_RE.finditer(data):
yield data[pos:m.start()], len(m.group(0))
pos = m.end()
if pos < len(data):
yield data[pos:], 0
_MONTH_BEFORE = [0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334]
_TS_RE = re.compile(
r"^(\d{4})\.(\d{2})\.(\d{2}) (\d{2}):(\d{2}):(\d{2})(?:\.(\d{3}))?$")
def v_civil_days(y, m, d):
"""Independent civil-days implementation (month-offset table). Valid in
the canonical timestamp window 2000..certify+7d."""
leap = (y % 4 == 0 and y % 100 != 0) or (y % 400 == 0)
doy = _MONTH_BEFORE[m - 1] + d + (1 if (leap and m > 2) else 0)
y = y - 1
n = ((y * 365 + y // 4 - y // 100 + y // 400)
- (1969 * 365 + 1969 // 4 - 1969 // 100 + 1969 // 400))
return n + doy - 1
def v_timestamp_dotted(text):
"""Independent dotted timestamp parser -> (ts_ms, None) or (None, err)."""
m = _TS_RE.match(text)
if not m:
return None, "vparse: timestamp shape not recognized"
y, mo, d, hh, mi, ss = (int(g) for g in m.group(1, 2, 3, 4, 5, 6))
ms = int(m.group(7)) if m.group(7) else 0
if not (1 <= mo <= 12 and 1 <= d <= 31 and hh <= 23 and mi <= 59
and ss <= 59 and ms <= 999):
return None, "vparse: timestamp field out of range"
days = v_civil_days(y, mo, d)
ts = (days * 86400 + hh * 3600 + mi * 60 + ss) * 1000 + ms
return ts, None
def v_price_micro(text, scale):
"""Independent decimal->micro parser. Returns (value, None) or
(None, 'MALFORMED_PRICE_PARSE'|'MALFORMED_PRICE_PRECISION')."""
if not re.match(r"^[0-9]+(?:\.[0-9]+)?$", text):
return None, "MALFORMED_PRICE_PARSE"
if "." in text:
whole, frac = text.split(".", 1)
if len(frac) > 6:
return None, "MALFORMED_PRICE_PRECISION"
value = int(whole) * scale + int((frac + "000000")[:6])
return value, None
return int(text) * scale, None
def v_volume(text):
"""Independent volume token parse."""
if not re.match(r"^[0-9]+$", text):
return None, "MALFORMED_VOLUME"
return int(text), None
_HEADER_WORDS = ("datetime", "date", "time")
def v_is_header(first_field):
low = first_field.lower()
for w in _HEADER_WORDS:
if low.startswith(w) and (len(low) == len(w) or not low[len(w)].isdigit()):
return True
return False
def v_parse_chunk(data, *, chunk_index, byte_start, global_line_start, cfg,
expect_header, certify_time_ms):
"""Independent producer-parser counterpart. Same return contract as
engine.parse.parse_chunk."""
grammar = cfg.get("source_grammar", "dotted_v1")
if grammar == "tickstory_mt5":
return v_parse_chunk_tickstory(
data, chunk_index=chunk_index, byte_start=byte_start,
global_line_start=global_line_start, cfg=cfg,
expect_header=expect_header, certify_time_ms=certify_time_ms)
from ..util import in_ts_valid_window, sha256_bytes
from ..parse import (
MALFORMED_EMPTY_LINE, MALFORMED_ENCODING, MALFORMED_FIELD_COUNT,
MALFORMED_TIMESTAMP_PARSE, MALFORMED_TIMESTAMP_RANGE,
MALFORMED_PRICE_PARSE, MALFORMED_PRICE_PRECISION,
MALFORMED_PRICE_NONPOSITIVE, MALFORMED_BID_ASK_RELATION,
MALFORMED_VOLUME, MALFORMED_DUPLICATE, MALFORMED_NON_MONOTONIC,
empty_malformed_counter,
)
counters = empty_malformed_counter()
malformed = []
records = []
rec_ord = 0
prev_ts = None
seen = set()
has_header = False
rows_parsed = 0
global_line = global_line_start
expected_fields = 4 if cfg["has_volume"] else 3
for line_bytes, _term in v_split_lines(data):
global_line += 1
if not line_bytes:
counters[MALFORMED_EMPTY_LINE] += 1
continue
rows_parsed += 1
try:
text = line_bytes.decode("utf-8")
except UnicodeDecodeError:
counters[MALFORMED_ENCODING] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_ENCODING, line_bytes,
"vparse: undecodable"))
continue
if expect_header and not has_header:
if v_is_header(text.split(",", 1)[0]):
has_header = True
continue
fields = text.split(",")
if len(fields) != expected_fields:
counters[MALFORMED_FIELD_COUNT] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_FIELD_COUNT, line_bytes,
"vparse: field count"))
continue
ts_wall, err = v_timestamp_dotted(fields[0])
if err is not None:
counters[MALFORMED_TIMESTAMP_PARSE] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_TIMESTAMP_PARSE, line_bytes, err))
continue
ts_ms = ts_wall - cfg["source_tz_offset_minutes"] * 60_000
if not in_ts_valid_window(ts_ms, certify_time_ms):
counters[MALFORMED_TIMESTAMP_RANGE] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_TIMESTAMP_RANGE, line_bytes,
"vparse: ts out of window"))
continue
bid_u, be = v_price_micro(fields[1], versions.PRICE_SCALE)
if be is not None:
counters[be] += 1
malformed.append(_side(chunk_index, byte_start, global_line, be,
line_bytes, "vparse: bid"))
continue
ask_u, ae = v_price_micro(fields[2], versions.PRICE_SCALE)
if ae is not None:
counters[ae] += 1
malformed.append(_side(chunk_index, byte_start, global_line, ae,
line_bytes, "vparse: ask"))
continue
if bid_u <= 0 or ask_u <= 0:
counters[MALFORMED_PRICE_NONPOSITIVE] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_PRICE_NONPOSITIVE, line_bytes,
"vparse: nonpositive"))
continue
if ask_u < bid_u:
counters[MALFORMED_BID_ASK_RELATION] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_BID_ASK_RELATION, line_bytes,
"vparse: ask<bid"))
continue
if cfg["has_volume"]:
vol, ve = v_volume(fields[3])
if ve is not None:
counters[MALFORMED_VOLUME] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_VOLUME, line_bytes, "vparse: vol"))
continue
else:
vol = 1
key = (ts_ms, bid_u, ask_u, vol)
if key in seen:
counters[MALFORMED_DUPLICATE] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_DUPLICATE, line_bytes,
"vparse: duplicate"))
continue
if len(seen) < versions.DUPLICATE_TRACKER_CAP:
seen.add(key)
if prev_ts is not None and ts_ms < prev_ts:
counters[MALFORMED_NON_MONOTONIC] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_NON_MONOTONIC, line_bytes,
"vparse: regression"))
continue
prev_ts = ts_ms
records.append((ts_ms, bid_u, ask_u, ask_u - bid_u, vol, global_line,
rec_ord))
rec_ord += 1
return records, malformed, counters, {
"has_header": has_header, "rows_parsed": rows_parsed}
# ---------------------------------------------------------------------------
# Independent G_TICKSTORY_MT5 six-column parser (P3-DE-004 amendment).
# Re-implements the compact date/time grammar, the six-field layout and the
# ``last`` capture with code paths that differ from engine/parse.py. Must
# agree with the producer on every canonical row, malformed class, counter
# and preservation (last_u) value.
# ---------------------------------------------------------------------------
_CDATE_RE = re.compile(r"^(\d{4})(\d{2})(\d{2})$")
_CHMS_RE = re.compile(r"^(\d{2}):(\d{2}):(\d{2})$")
def v_compact_epoch_ms(date_text, time_text):
"""Independent compact timestamp -> (ts_ms, None) or (None, err)."""
m = _CDATE_RE.match(date_text)
if not m:
return None, "vparse: date shape not recognized"
y, mo, d = (int(g) for g in m.group(1, 2, 3))
mt = _CHMS_RE.match(time_text)
if not mt:
return None, "vparse: time shape not recognized"
hh, mi, ss = (int(g) for g in mt.group(1, 2, 3))
if not (1 <= mo <= 12 and 1 <= d <= 31 and hh <= 23 and mi <= 59
and ss <= 59):
return None, "vparse: compact field out of range"
days = v_civil_days(y, mo, d)
return (days * 86400 + hh * 3600 + mi * 60 + ss) * 1000, None
def v_parse_chunk_tickstory(data, *, chunk_index, byte_start, global_line_start,
cfg, expect_header, certify_time_ms):
"""Independent six-column producer-parser counterpart.
Same return contract as engine.parse._parse_chunk_tickstory. ``last`` is
validated here and returned via flags["last_u"]; it is NOT part of the
canonical record (spec 8.6).
"""
from ..util import in_ts_valid_window, sha256_bytes
from ..parse import (
MALFORMED_EMPTY_LINE, MALFORMED_ENCODING, MALFORMED_FIELD_COUNT,
MALFORMED_TIMESTAMP_PARSE, MALFORMED_TIMESTAMP_RANGE,
MALFORMED_PRICE_PARSE, MALFORMED_PRICE_PRECISION,
MALFORMED_PRICE_NONPOSITIVE, MALFORMED_BID_ASK_RELATION,
MALFORMED_VOLUME, MALFORMED_DUPLICATE, MALFORMED_NON_MONOTONIC,
empty_malformed_counter,
)
counters = empty_malformed_counter()
malformed = []
records = []
last_values = []
rec_ord = 0
prev_ts = None
seen = set()
has_header = False
rows_parsed = 0
global_line = global_line_start
for line_bytes, _term in v_split_lines(data):
global_line += 1
if not line_bytes:
counters[MALFORMED_EMPTY_LINE] += 1
continue
rows_parsed += 1
try:
text = line_bytes.decode("utf-8")
except UnicodeDecodeError:
counters[MALFORMED_ENCODING] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_ENCODING, line_bytes,
"vparse: undecodable"))
continue
if expect_header and not has_header:
if v_is_header(text.split(",", 1)[0]):
has_header = True
continue
fields = text.split(",")
if len(fields) != 6:
counters[MALFORMED_FIELD_COUNT] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_FIELD_COUNT, line_bytes,
"vparse: field count != 6"))
continue
ts_wall, err = v_compact_epoch_ms(fields[0], fields[1])
if err is not None:
counters[MALFORMED_TIMESTAMP_PARSE] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_TIMESTAMP_PARSE, line_bytes, err))
continue
ts_ms = ts_wall - cfg["source_tz_offset_minutes"] * 60_000
if not in_ts_valid_window(ts_ms, certify_time_ms):
counters[MALFORMED_TIMESTAMP_RANGE] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_TIMESTAMP_RANGE, line_bytes,
"vparse: ts out of window"))
continue
bid_u, be = v_price_micro(fields[2], versions.PRICE_SCALE)
if be is not None:
counters[be] += 1
malformed.append(_side(chunk_index, byte_start, global_line, be,
line_bytes, "vparse: bid"))
continue
ask_u, ae = v_price_micro(fields[3], versions.PRICE_SCALE)
if ae is not None:
counters[ae] += 1
malformed.append(_side(chunk_index, byte_start, global_line, ae,
line_bytes, "vparse: ask"))
continue
last_u, le = v_price_micro(fields[4], versions.PRICE_SCALE)
if le is not None:
counters[le] += 1
malformed.append(_side(chunk_index, byte_start, global_line, le,
line_bytes, "vparse: last"))
continue
if bid_u <= 0 or ask_u <= 0 or last_u <= 0:
counters[MALFORMED_PRICE_NONPOSITIVE] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_PRICE_NONPOSITIVE, line_bytes,
"vparse: nonpositive price"))
continue
if ask_u < bid_u:
counters[MALFORMED_BID_ASK_RELATION] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_BID_ASK_RELATION, line_bytes,
"vparse: ask<bid"))
continue
vol, ve = v_volume(fields[5])
if ve is not None:
counters[MALFORMED_VOLUME] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_VOLUME, line_bytes, "vparse: vol"))
continue
key = (ts_ms, bid_u, ask_u, vol)
if key in seen:
counters[MALFORMED_DUPLICATE] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_DUPLICATE, line_bytes,
"vparse: duplicate"))
continue
if len(seen) < versions.DUPLICATE_TRACKER_CAP:
seen.add(key)
if prev_ts is not None and ts_ms < prev_ts:
counters[MALFORMED_NON_MONOTONIC] += 1
malformed.append(_side(chunk_index, byte_start, global_line,
MALFORMED_NON_MONOTONIC, line_bytes,
"vparse: regression"))
continue
prev_ts = ts_ms
records.append((ts_ms, bid_u, ask_u, ask_u - bid_u, vol, global_line,
rec_ord))
last_values.append(last_u)
rec_ord += 1
flags = {"has_header": has_header, "rows_parsed": rows_parsed,
"last_u": last_values}
return records, malformed, counters, flags
def v_preservation_lines(records, last_values):
"""Independent preservation serialization bytes ``src_line|last_u\\n``
for the canonical rows in rec_ord order (spec 8.6)."""
out = []
for rec, last_u in zip(records, last_values):
out.append(("%d|%d\n" % (rec[5], last_u)).encode("utf-8"))
return b"".join(out)
def _side(chunk_index, byte_start, global_line, cls, raw, reason):
from ..util import sha256_bytes
return {
"chunk_index": chunk_index,
"byte_start": byte_start,
"global_line_no": global_line,
"class": cls,
"raw_sha256": sha256_bytes(raw),
"reason": reason,
}