09.01.26
This commit is contained in:
253
app.py
253
app.py
@@ -23,6 +23,176 @@ file_handler.setFormatter(logging.Formatter(
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"%(asctime)s - %(levelname)s - %(name)s - %(message)s"
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"%(asctime)s - %(levelname)s - %(name)s - %(message)s"
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))
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))
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class AHKParser:
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lab = "AHK"
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def parse(self, text):
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invoice_block = section(text, "INVOICE WEIGHTS", "Bales Weighed")
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landed_block = section(text, "Bales Weighed", "Outturn")
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loss_block = section(text, "LOSS", "Invoice average")
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return {
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"report": {
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"lab": "AHK",
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"reference": safe_search(r"(AHK\s*/\S+)", text, default=None, context="AHK reference"),
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"date": extract("Produced On", text)
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},
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"shipment": {
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"bales": to_float(extract("Total Bales", text)),
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"vessel": extract("Vessel", text),
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"bl": extract("B/L No", text),
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"arrival_date": extract("Arrival Date", text)
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},
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"weights": {
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"invoice_kg": to_float(extract("Net", invoice_block)),
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"landed_kg": to_float(extract("Net", landed_block)),
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"gain_loss_kg": to_float(extract("kg", loss_block)),
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"gain_loss_percent": to_float(extract("Percentage", loss_block))
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}
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}
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class IntertekParser:
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lab = "INTERTEK"
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def parse(self, text):
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m = re.search(r"([0-9.]+)\s*%", text)
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percent = m.group(1) if m else None
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return {
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"report": {
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"lab": "INTERTEK",
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"reference": extract("Global Ref", text),
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"date": extract("Dated", text)
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},
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"shipment": {
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"bales": to_float(extract("Invoice Quantity", text)),
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"vessel": extract("Vessel", text),
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"bl": extract("B/L No", text),
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"arrival_date": extract("Arrival Date", text)
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},
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"weights": {
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"invoice_kg": to_float(extract("Invoice Weight", text)),
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"landed_kg": to_float(extract("Landed Weight", text)),
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"gain_loss_kg": to_float(extract("Gain", text)),
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"gain_loss_percent": to_float(percent)
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}
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}
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class RobertsonParser:
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lab = "ROBERTSON"
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def parse(self, text):
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m = re.search(r"([0-9.]+)\s*%", text)
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percent = m.group(1) if m else None
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return {
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"report": {
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"lab": "ROBERTSON",
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"reference": extract("RI REF NO.", text),
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"date": extract("DATED", text)
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},
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"shipment": {
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"bales": to_float(extract("QUANTITY", text)),
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"vessel": extract("VESSEL", text),
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"bl": extract("B/L NO.", text),
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"arrival_date": extract("ARRIVAL DATE", text)
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},
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"weights": {
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"invoice_kg": to_float(extract("NET INVOICE WEIGHT", text)),
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"landed_kg": to_float(extract("NET LANDED WEIGHT", text)),
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"gain_loss_kg": to_float(extract("LOSS", text)),
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"gain_loss_percent": to_float(percent)
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}
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}
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class SGSParser:
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lab = "SGS"
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def parse(self, text):
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return {
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"report": {
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"lab": "SGS",
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"reference": extract("LANDING REPORT No", text),
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"file_no": extract("FILE NO.", text),
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"date": extract("DATE", text)
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},
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"contract": {
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"contract_no": extract("CONTRACT NO.", text),
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"invoice_no": extract("INVOICE NO.", text),
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"origin": extract("ORIGIN", text),
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"product": extract("PRODUCT", text)
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},
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"parties": {
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"seller": extract("Seller", text),
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"buyer": extract("Buyer", text),
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"carrier": extract("Carrier", text)
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},
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"shipment": {
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"bl": extract("B/L no.", text),
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"port_loading": extract("Port of loading", text),
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"port_destination": extract("Port of destination", text),
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"arrival_date": extract("Vessel arrival date", text),
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"devanning_date": extract("Container devanning date", text),
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"weighing_date": extract("Weighing date", text),
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"weighing_mode": extract("Weighing mode", text),
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"quantity_bales": to_float(extract("Quantity arrived", text))
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},
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"weights": {
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"gross_landed_kg": to_float(extract("Gross landed", text)),
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"tare_kg": to_float(extract("Tare", text)),
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"net_landed_kg": to_float(extract("Net landed", text)),
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"net_invoiced_kg": to_float(extract("Net invoiced", text)),
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"gain_percent": to_float(safe_search(r"Gain\s*\+?\s*([0-9.,]+)\s*%", text)),
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"gain_kg": to_float(safe_search(r"Gain.*?([0-9.,]+)\s*kgs", text))
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}
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}
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class PICLParser:
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lab = "PICL"
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def parse(self, text):
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return {
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"report": {
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"lab": "PICL",
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"reference": safe_search(r"No[:\s]+([A-Z0-9\-]+)", text),
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"date": safe_search(r"Monday,|Tuesday,|Wednesday,|Thursday,|Friday,|Saturday,|Sunday,?\s*([A-Za-z]+\s+[0-9]{1,2},\s*[0-9]{4})", text)
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},
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"parties": {
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"seller": extract("FAIRCOT SA", text),
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"buyer": extract("M/S.", text)
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},
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"shipment": {
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"bales": to_float(extract("Grand Total", text)),
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"vessel": extract("Shipped Per Vessel", text),
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"feeder": extract("Feeder", text),
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"port_loading": extract("Port of Loading", text),
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"port_discharge": extract("Port of Discharge", text),
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"arrival_date": extract("Date of Anival & LDL", text),
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"weighing_place": extract("Place & Date of Weighment", text)
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},
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"contract": {
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"contract_no": extract("Contract/Pl No & Date", text),
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"invoice_no": extract("Invoice ilo & Date", text),
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"bl": extract("B/L No & Date", text),
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"origin": extract("Country of Origin", text),
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"commodity": extract("Commodity", text)
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},
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"weights": {
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"gross_landed_kg": to_float(extract("Total;", text)),
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"tare_kg": to_float(extract("Tare Weight", text)),
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"net_landed_kg": to_float(extract("Grand Total", text)),
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"invoice_weight_kg": to_float(extract("Invoice weight", text)),
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"loss_kg": to_float(safe_search(r"(-[0-9.,]+)\s*KGS", text)),
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"loss_percent": to_float(safe_search(r"\(\s*([0-9.,]+)\s*o/o\s*\)", text))
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}
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}
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# Configure root logger explicitly
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# Configure root logger explicitly
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root = logging.getLogger()
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root = logging.getLogger()
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root.setLevel(logging.INFO)
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root.setLevel(logging.INFO)
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@@ -138,6 +308,17 @@ def safe_search(pattern, text, default=None, group_index=1, context=""):
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logger.warning("Group index %d not found for %s: %s", group_index, context, pattern)
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logger.warning("Group index %d not found for %s: %s", group_index, context, pattern)
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return default
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return default
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def to_float(s):
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if not s:
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return None
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s = s.replace(",", "").replace("Kgs", "").replace("kg", "").replace("%", "")
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s = s.replace("lbs", "").replace("LBS", "")
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s = s.strip()
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try:
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return float(s)
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except:
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return None
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def section(text, start, end=None):
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def section(text, start, end=None):
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"""Extract a block of text between two headings, safely."""
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"""Extract a block of text between two headings, safely."""
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pattern_start = re.escape(start)
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pattern_start = re.escape(start)
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@@ -157,6 +338,29 @@ def extract_field(text, label, default=None):
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pattern = rf"{re.escape(label)}\s*:?[\s]+([^\n]+)"
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pattern = rf"{re.escape(label)}\s*:?[\s]+([^\n]+)"
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return safe_search(pattern, text, default=default, context=f"field '{label}'")
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return safe_search(pattern, text, default=default, context=f"field '{label}'")
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def extract(label, text, default=None):
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"""
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Robust extraction for OCR/PDF text.
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Works with:
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Label: Value
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Label Value
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Label .... Value
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"""
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if not text:
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return default
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patterns = [
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rf"{re.escape(label)}\s*[:\-]?\s*([^\n\r]+)",
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rf"{re.escape(label)}\s+([^\n\r]+)"
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]
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for p in patterns:
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m = re.search(p, text, re.I)
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if m:
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return m.group(1).strip()
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return default
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def extract_report_metadata(text):
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def extract_report_metadata(text):
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logger.info("Starting metadata extraction, text length=%d", len(text))
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logger.info("Starting metadata extraction, text length=%d", len(text))
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@@ -254,6 +458,55 @@ def extract_report_metadata(text):
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logger.exception("Unexpected error during metadata extraction")
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logger.exception("Unexpected error during metadata extraction")
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raise HTTPException(status_code=500, detail=f"Metadata extraction failed: {e}")
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raise HTTPException(status_code=500, detail=f"Metadata extraction failed: {e}")
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def detect_template(text):
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t = text.lower()
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if "alfred h. knight" in t and "cotton landing report" in t:
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return "AHK"
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if "intertek" in t and "landing report" in t:
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return "INTERTEK"
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if "robertson international" in t or "ri ref no" in t:
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return "ROBERTSON"
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if "landing report" in t and "carcon cargo" in t:
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return "SGS"
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if "pacific inspection company" in t or "picl-bd.com" in t:
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return "PICL"
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return "UNKNOWN"
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@app.post("/metadata")
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@app.post("/metadata")
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async def metadata(text: str = Body(..., embed=True)):
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async def metadata(text: str = Body(..., embed=True)):
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return extract_report_metadata(text)
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return extract_report_metadata(text)
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@app.post("/parse")
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async def parse_endpoint(text: str = Body(..., embed=True)):
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return parse_report(text)
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PARSERS = {
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"AHK": AHKParser(),
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"INTERTEK": IntertekParser(),
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"ROBERTSON": RobertsonParser(),
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"SGS": SGSParser(),
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"PICL": PICLParser()
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}
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def parse_report(text):
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template = detect_template(text)
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logger.info(f"Detected template: {template}")
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if template not in PARSERS:
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return {
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"template": "UNKNOWN",
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"raw_text": text[:5000]
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}
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data = PARSERS[template].parse(text)
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return {
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"template": template,
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"data": data
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}
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Reference in New Issue
Block a user