forked from chiki2bum2/SniperGold_ML
389 lines
No EOL
16 KiB
Python
389 lines
No EOL
16 KiB
Python
"""Independent row parser (spec 18.1). Re-implements the CSV interpretation,
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the dotted timestamp parse, decimal price scaling and inherent row checks with
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code paths that differ from engine/parse.py. Must agree with the producer on
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every canonical row, every malformed class and every counter.
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"""
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import re
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from .. import versions
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# regex-based line splitter (independent of the byte-scanner in parse.py)
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_TERM_RE = re.compile(rb"\r\n|\n|\r")
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def v_split_lines(data):
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"""Yield (line_bytes, terminator_len) using a regex matcher."""
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pos = 0
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for m in _TERM_RE.finditer(data):
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yield data[pos:m.start()], len(m.group(0))
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pos = m.end()
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if pos < len(data):
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yield data[pos:], 0
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_MONTH_BEFORE = [0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334]
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_TS_RE = re.compile(
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r"^(\d{4})\.(\d{2})\.(\d{2}) (\d{2}):(\d{2}):(\d{2})(?:\.(\d{3}))?$")
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def v_civil_days(y, m, d):
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"""Independent civil-days implementation (month-offset table). Valid in
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the canonical timestamp window 2000..certify+7d."""
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leap = (y % 4 == 0 and y % 100 != 0) or (y % 400 == 0)
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doy = _MONTH_BEFORE[m - 1] + d + (1 if (leap and m > 2) else 0)
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y = y - 1
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n = ((y * 365 + y // 4 - y // 100 + y // 400)
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- (1969 * 365 + 1969 // 4 - 1969 // 100 + 1969 // 400))
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return n + doy - 1
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def v_timestamp_dotted(text):
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"""Independent dotted timestamp parser -> (ts_ms, None) or (None, err)."""
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m = _TS_RE.match(text)
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if not m:
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return None, "vparse: timestamp shape not recognized"
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y, mo, d, hh, mi, ss = (int(g) for g in m.group(1, 2, 3, 4, 5, 6))
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ms = int(m.group(7)) if m.group(7) else 0
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if not (1 <= mo <= 12 and 1 <= d <= 31 and hh <= 23 and mi <= 59
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and ss <= 59 and ms <= 999):
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return None, "vparse: timestamp field out of range"
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days = v_civil_days(y, mo, d)
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ts = (days * 86400 + hh * 3600 + mi * 60 + ss) * 1000 + ms
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return ts, None
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def v_price_micro(text, scale):
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"""Independent decimal->micro parser. Returns (value, None) or
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(None, 'MALFORMED_PRICE_PARSE'|'MALFORMED_PRICE_PRECISION')."""
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if not re.match(r"^[0-9]+(?:\.[0-9]+)?$", text):
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return None, "MALFORMED_PRICE_PARSE"
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if "." in text:
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whole, frac = text.split(".", 1)
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if len(frac) > 6:
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return None, "MALFORMED_PRICE_PRECISION"
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value = int(whole) * scale + int((frac + "000000")[:6])
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return value, None
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return int(text) * scale, None
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def v_volume(text):
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"""Independent volume token parse."""
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if not re.match(r"^[0-9]+$", text):
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return None, "MALFORMED_VOLUME"
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return int(text), None
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_HEADER_WORDS = ("datetime", "date", "time")
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def v_is_header(first_field):
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low = first_field.lower()
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for w in _HEADER_WORDS:
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if low.startswith(w) and (len(low) == len(w) or not low[len(w)].isdigit()):
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return True
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return False
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def v_parse_chunk(data, *, chunk_index, byte_start, global_line_start, cfg,
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expect_header, certify_time_ms):
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"""Independent producer-parser counterpart. Same return contract as
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engine.parse.parse_chunk."""
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grammar = cfg.get("source_grammar", "dotted_v1")
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if grammar == "tickstory_mt5":
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return v_parse_chunk_tickstory(
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data, chunk_index=chunk_index, byte_start=byte_start,
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global_line_start=global_line_start, cfg=cfg,
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expect_header=expect_header, certify_time_ms=certify_time_ms)
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from ..util import in_ts_valid_window, sha256_bytes
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from ..parse import (
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MALFORMED_EMPTY_LINE, MALFORMED_ENCODING, MALFORMED_FIELD_COUNT,
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MALFORMED_TIMESTAMP_PARSE, MALFORMED_TIMESTAMP_RANGE,
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MALFORMED_PRICE_PARSE, MALFORMED_PRICE_PRECISION,
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MALFORMED_PRICE_NONPOSITIVE, MALFORMED_BID_ASK_RELATION,
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MALFORMED_VOLUME, MALFORMED_DUPLICATE, MALFORMED_NON_MONOTONIC,
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empty_malformed_counter,
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)
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counters = empty_malformed_counter()
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malformed = []
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records = []
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rec_ord = 0
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prev_ts = None
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seen = set()
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has_header = False
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rows_parsed = 0
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global_line = global_line_start
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expected_fields = 4 if cfg["has_volume"] else 3
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for line_bytes, _term in v_split_lines(data):
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global_line += 1
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if not line_bytes:
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counters[MALFORMED_EMPTY_LINE] += 1
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continue
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rows_parsed += 1
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try:
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text = line_bytes.decode("utf-8")
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except UnicodeDecodeError:
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counters[MALFORMED_ENCODING] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_ENCODING, line_bytes,
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"vparse: undecodable"))
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continue
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if expect_header and not has_header:
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if v_is_header(text.split(",", 1)[0]):
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has_header = True
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continue
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fields = text.split(",")
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if len(fields) != expected_fields:
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counters[MALFORMED_FIELD_COUNT] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_FIELD_COUNT, line_bytes,
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"vparse: field count"))
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continue
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ts_wall, err = v_timestamp_dotted(fields[0])
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if err is not None:
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counters[MALFORMED_TIMESTAMP_PARSE] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_TIMESTAMP_PARSE, line_bytes, err))
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continue
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ts_ms = ts_wall - cfg["source_tz_offset_minutes"] * 60_000
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if not in_ts_valid_window(ts_ms, certify_time_ms):
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counters[MALFORMED_TIMESTAMP_RANGE] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_TIMESTAMP_RANGE, line_bytes,
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"vparse: ts out of window"))
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continue
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bid_u, be = v_price_micro(fields[1], versions.PRICE_SCALE)
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if be is not None:
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counters[be] += 1
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malformed.append(_side(chunk_index, byte_start, global_line, be,
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line_bytes, "vparse: bid"))
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continue
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ask_u, ae = v_price_micro(fields[2], versions.PRICE_SCALE)
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if ae is not None:
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counters[ae] += 1
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malformed.append(_side(chunk_index, byte_start, global_line, ae,
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line_bytes, "vparse: ask"))
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continue
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if bid_u <= 0 or ask_u <= 0:
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counters[MALFORMED_PRICE_NONPOSITIVE] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_PRICE_NONPOSITIVE, line_bytes,
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"vparse: nonpositive"))
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continue
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if ask_u < bid_u:
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counters[MALFORMED_BID_ASK_RELATION] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_BID_ASK_RELATION, line_bytes,
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"vparse: ask<bid"))
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continue
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if cfg["has_volume"]:
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vol, ve = v_volume(fields[3])
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if ve is not None:
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counters[MALFORMED_VOLUME] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_VOLUME, line_bytes, "vparse: vol"))
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continue
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else:
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vol = 1
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key = (ts_ms, bid_u, ask_u, vol)
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if key in seen:
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counters[MALFORMED_DUPLICATE] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_DUPLICATE, line_bytes,
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"vparse: duplicate"))
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continue
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if len(seen) < versions.DUPLICATE_TRACKER_CAP:
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seen.add(key)
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if prev_ts is not None and ts_ms < prev_ts:
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counters[MALFORMED_NON_MONOTONIC] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_NON_MONOTONIC, line_bytes,
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"vparse: regression"))
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continue
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prev_ts = ts_ms
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records.append((ts_ms, bid_u, ask_u, ask_u - bid_u, vol, global_line,
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rec_ord))
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rec_ord += 1
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return records, malformed, counters, {
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"has_header": has_header, "rows_parsed": rows_parsed}
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# ---------------------------------------------------------------------------
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# Independent G_TICKSTORY_MT5 six-column parser (P3-DE-004 amendment).
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# Re-implements the compact date/time grammar, the six-field layout and the
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# ``last`` capture with code paths that differ from engine/parse.py. Must
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# agree with the producer on every canonical row, malformed class, counter
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# and preservation (last_u) value.
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# ---------------------------------------------------------------------------
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_CDATE_RE = re.compile(r"^(\d{4})(\d{2})(\d{2})$")
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_CHMS_RE = re.compile(r"^(\d{2}):(\d{2}):(\d{2})$")
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def v_compact_epoch_ms(date_text, time_text):
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"""Independent compact timestamp -> (ts_ms, None) or (None, err)."""
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m = _CDATE_RE.match(date_text)
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if not m:
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return None, "vparse: date shape not recognized"
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y, mo, d = (int(g) for g in m.group(1, 2, 3))
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mt = _CHMS_RE.match(time_text)
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if not mt:
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return None, "vparse: time shape not recognized"
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hh, mi, ss = (int(g) for g in mt.group(1, 2, 3))
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if not (1 <= mo <= 12 and 1 <= d <= 31 and hh <= 23 and mi <= 59
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and ss <= 59):
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return None, "vparse: compact field out of range"
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days = v_civil_days(y, mo, d)
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return (days * 86400 + hh * 3600 + mi * 60 + ss) * 1000, None
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def v_parse_chunk_tickstory(data, *, chunk_index, byte_start, global_line_start,
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cfg, expect_header, certify_time_ms):
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"""Independent six-column producer-parser counterpart.
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Same return contract as engine.parse._parse_chunk_tickstory. ``last`` is
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validated here and returned via flags["last_u"]; it is NOT part of the
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canonical record (spec 8.6).
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"""
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from ..util import in_ts_valid_window, sha256_bytes
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from ..parse import (
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MALFORMED_EMPTY_LINE, MALFORMED_ENCODING, MALFORMED_FIELD_COUNT,
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MALFORMED_TIMESTAMP_PARSE, MALFORMED_TIMESTAMP_RANGE,
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MALFORMED_PRICE_PARSE, MALFORMED_PRICE_PRECISION,
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MALFORMED_PRICE_NONPOSITIVE, MALFORMED_BID_ASK_RELATION,
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MALFORMED_VOLUME, MALFORMED_DUPLICATE, MALFORMED_NON_MONOTONIC,
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empty_malformed_counter,
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)
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counters = empty_malformed_counter()
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malformed = []
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records = []
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last_values = []
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rec_ord = 0
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prev_ts = None
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seen = set()
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has_header = False
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rows_parsed = 0
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global_line = global_line_start
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for line_bytes, _term in v_split_lines(data):
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global_line += 1
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if not line_bytes:
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counters[MALFORMED_EMPTY_LINE] += 1
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continue
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rows_parsed += 1
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try:
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text = line_bytes.decode("utf-8")
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except UnicodeDecodeError:
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counters[MALFORMED_ENCODING] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_ENCODING, line_bytes,
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"vparse: undecodable"))
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continue
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if expect_header and not has_header:
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if v_is_header(text.split(",", 1)[0]):
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has_header = True
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continue
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fields = text.split(",")
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if len(fields) != 6:
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counters[MALFORMED_FIELD_COUNT] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_FIELD_COUNT, line_bytes,
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"vparse: field count != 6"))
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continue
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ts_wall, err = v_compact_epoch_ms(fields[0], fields[1])
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if err is not None:
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counters[MALFORMED_TIMESTAMP_PARSE] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_TIMESTAMP_PARSE, line_bytes, err))
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continue
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ts_ms = ts_wall - cfg["source_tz_offset_minutes"] * 60_000
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if not in_ts_valid_window(ts_ms, certify_time_ms):
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counters[MALFORMED_TIMESTAMP_RANGE] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_TIMESTAMP_RANGE, line_bytes,
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"vparse: ts out of window"))
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continue
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bid_u, be = v_price_micro(fields[2], versions.PRICE_SCALE)
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if be is not None:
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counters[be] += 1
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malformed.append(_side(chunk_index, byte_start, global_line, be,
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line_bytes, "vparse: bid"))
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continue
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ask_u, ae = v_price_micro(fields[3], versions.PRICE_SCALE)
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if ae is not None:
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counters[ae] += 1
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malformed.append(_side(chunk_index, byte_start, global_line, ae,
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line_bytes, "vparse: ask"))
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continue
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last_u, le = v_price_micro(fields[4], versions.PRICE_SCALE)
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if le is not None:
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counters[le] += 1
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malformed.append(_side(chunk_index, byte_start, global_line, le,
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line_bytes, "vparse: last"))
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continue
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if bid_u <= 0 or ask_u <= 0 or last_u <= 0:
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counters[MALFORMED_PRICE_NONPOSITIVE] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_PRICE_NONPOSITIVE, line_bytes,
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"vparse: nonpositive price"))
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continue
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if ask_u < bid_u:
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counters[MALFORMED_BID_ASK_RELATION] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_BID_ASK_RELATION, line_bytes,
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"vparse: ask<bid"))
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continue
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vol, ve = v_volume(fields[5])
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if ve is not None:
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counters[MALFORMED_VOLUME] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_VOLUME, line_bytes, "vparse: vol"))
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continue
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key = (ts_ms, bid_u, ask_u, vol)
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if key in seen:
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counters[MALFORMED_DUPLICATE] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_DUPLICATE, line_bytes,
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"vparse: duplicate"))
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continue
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if len(seen) < versions.DUPLICATE_TRACKER_CAP:
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seen.add(key)
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if prev_ts is not None and ts_ms < prev_ts:
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counters[MALFORMED_NON_MONOTONIC] += 1
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malformed.append(_side(chunk_index, byte_start, global_line,
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MALFORMED_NON_MONOTONIC, line_bytes,
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"vparse: regression"))
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continue
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prev_ts = ts_ms
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records.append((ts_ms, bid_u, ask_u, ask_u - bid_u, vol, global_line,
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rec_ord))
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last_values.append(last_u)
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rec_ord += 1
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flags = {"has_header": has_header, "rows_parsed": rows_parsed,
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"last_u": last_values}
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return records, malformed, counters, flags
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def v_preservation_lines(records, last_values):
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"""Independent preservation serialization bytes ``src_line|last_u\\n``
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for the canonical rows in rec_ord order (spec 8.6)."""
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out = []
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for rec, last_u in zip(records, last_values):
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out.append(("%d|%d\n" % (rec[5], last_u)).encode("utf-8"))
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return b"".join(out)
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def _side(chunk_index, byte_start, global_line, cls, raw, reason):
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from ..util import sha256_bytes
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return {
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"chunk_index": chunk_index,
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"byte_start": byte_start,
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"global_line_no": global_line,
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"class": cls,
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"raw_sha256": sha256_bytes(raw),
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"reason": reason,
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} |