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Browse files- Updates/app_old.py +418 -266
- Updates/only-routers_ai_poc_hf_fixed_v6.ipynb +1039 -0
- Updates/routers_eos_eol_by_sku_old.csv +98 -0
- app.py +120 -1
- routers_eos_eol_by_sku.csv +426 -98
Updates/app_old.py
CHANGED
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@@ -3,9 +3,10 @@ import re
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import json
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import math
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import hashlib
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from dataclasses import dataclass
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from datetime import datetime, date
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from typing import Dict, List, Optional, Tuple
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import numpy as np
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import pandas as pd
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@@ -25,15 +26,12 @@ from openai import OpenAI
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TODAY = date(2026, 1, 18)
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OPENAI_MODEL = "gpt-5.2"
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OPENAI_REASONING = {"effort": "high"}
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-
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MATCH_OK = 80
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EMBED_MODEL_NAME = "sentence-transformers/all-MiniLM-L6-v2"
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PARSEC_CONTEXT_BEFORE = 900
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PARSEC_CONTEXT_AFTER = 1600
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CACHE_DIR = os.path.join(os.getcwd(), ".onlyrouters_cache")
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os.makedirs(CACHE_DIR, exist_ok=True)
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# ============================
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# OpenAI client (HF Space secret: OPENAI_API_KEY)
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@@ -41,9 +39,28 @@ os.makedirs(CACHE_DIR, exist_ok=True)
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API_KEY = os.getenv("OPENAI_API_KEY", "").strip()
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client = OpenAI(api_key=API_KEY) if API_KEY else None
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# ============================
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#
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# ============================
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def norm_text(s: Any) -> str:
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try:
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@@ -56,38 +73,35 @@ def norm_text(s: Any) -> str:
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s = re.sub(r"\s+", " ", s).strip()
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return s
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def
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if v is None or (isinstance(v, float) and pd.isna(v)) or pd.isna(v):
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return ""
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return str(v).strip()
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def
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s = norm_text(modem_type)
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return ("5g" in s) or ("nr" in s)
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def
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try:
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return json.loads(s)
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except Exception:
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return {}
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def gpt_json(system: str, payload: Dict[str, Any], max_tokens: int =
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if client is None:
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return {}
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resp = client.responses.create(
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model=OPENAI_MODEL,
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reasoning=OPENAI_REASONING,
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input=[
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{"role": "system", "content": system},
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{"role": "user", "content": json.dumps(payload)},
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],
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max_output_tokens=max_tokens,
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)
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return
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# ============================
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# Load data
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# ============================
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EOS_PATH = "routers_eos_eol_by_sku.csv"
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DEC_PATH = "dec2025routers.csv"
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@@ -103,8 +117,7 @@ if not os.path.exists(PARSEC_PDF):
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df_eos = pd.read_csv(EOS_PATH).copy()
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df_dec = pd.read_csv(DEC_PATH).copy()
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-
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def _region_ok(x: Any) -> bool:
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s = str(x or "").strip().lower()
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if not s:
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return True
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@@ -121,16 +134,9 @@ def _region_ok(x: Any) -> bool:
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return False
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if "region" in df_eos.columns:
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df_eos = df_eos[df_eos["region"].apply(
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#
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device_type_col = None
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for c in df_eos.columns:
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if norm_text(c) == "device type":
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device_type_col = c
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break
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# Maker mapping (expanded — adds Teltonika)
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CANON_MAKER = {
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"CRADLEPOINT": {"cradlepoint", "ericsson", "ericsson enterprise wireless"},
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"SIERRA": {"sierra", "sierra wireless", "semtech", "airlink"},
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@@ -140,16 +146,6 @@ CANON_MAKER = {
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"CISCO": {"cisco"},
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"TELTONIKA": {"teltonika"},
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}
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DISPLAY_MAKER = {
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"CRADLEPOINT": "Cradlepoint",
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"SIERRA": "Sierra Wireless",
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"FEENEY": "Feeney Wireless",
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"DIGI": "Digi",
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"CISCO_MERAKI": "Cisco Meraki",
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"CISCO": "Cisco",
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"TELTONIKA": "Teltonika",
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"UNKNOWN": "Unknown",
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}
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def canon_maker_from_text(s: Any) -> str:
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t = norm_text(s)
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@@ -166,7 +162,7 @@ df_eos["_norm_notes"] = df_eos["notes"].apply(norm_text) if "notes" in df_eos.co
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df_dec["_canon_make"] = df_dec["Make"].apply(canon_maker_from_text) if "Make" in df_dec.columns else "UNKNOWN"
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df_dec["_norm_model"] = df_dec["Model"].apply(norm_text) if "Model" in df_dec.columns else ""
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df_dec["_is5g"] = df_dec["Modem Type"].apply(
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# ============================
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@@ -207,12 +203,12 @@ def parse_date_field(x: Any) -> ParsedDate:
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return ParsedDate(raw=raw, kind="bad", value=None)
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def display_date(
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if
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return "Not listed"
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if
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return
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return
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def status_from_eos_eol(eos: ParsedDate, eol: ParsedDate) -> str:
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if eos.value is None and eol.value is None:
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@@ -223,9 +219,9 @@ def status_from_eos_eol(eos: ParsedDate, eol: ParsedDate) -> str:
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return "End of Sale"
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return "Active"
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def row_to_dates_and_status(
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eos = parse_date_field(
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eol = parse_date_field(
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return display_date(eos), display_date(eol), status_from_eos_eol(eos, eol)
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@@ -262,23 +258,18 @@ parsec_index.add(parsec_emb)
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# ============================
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# Device resolution
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# ============================
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def
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r = df_eos.iloc[i]
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return f"{r.get('sku','')} — {r.get('manufacturer','')} — {r.get('description','')}"[:220]
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EOS_LABELS = [
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EOS_CORPUS = []
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for _, r in df_eos.iterrows():
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EOS_CORPUS.append(" ".join([
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r.get("_norm_desc",""),
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r.get("_norm_notes",""),
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]))
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def local_candidates(query: str, top_k: int = 6) -> List[Tuple[int,int,str]]:
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q = norm_text(query)
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hits = process.extract(q, EOS_CORPUS, scorer=fuzz.WRatio, limit=top_k)
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return [(int(idx), int(score), EOS_LABELS[int(idx)]) for _, score, idx in hits]
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@@ -291,20 +282,20 @@ def gpt_choose_device(user_text: str, candidates: List[Tuple[int,int,str]]) -> D
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"user_input": user_text,
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"candidates": [{"row_idx": i, "score": s, "label": lbl} for (i,s,lbl) in candidates],
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"rules": [
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"If one
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"If two are plausible, return mode='pick' with top 2 options."
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],
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"output_schema": {"mode":"ok|pick","row_idx":"int","options":[{"row_idx":"int","label":"string"}]}
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}
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return gpt_json(sys, payload, max_tokens=
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def resolve_device(user_text: str) -> Dict[str, Any]:
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q = norm_text(user_text)
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-
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if len(
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return {"mode":"ok","row_idx": int(
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if len(
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opts = [{"row_idx": int(i), "label": EOS_LABELS[int(i)]} for i in
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return {"mode":"pick","options": opts}
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cands = local_candidates(user_text, top_k=6)
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if opts2:
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return {"mode":"pick","options": opts2}
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# fallback
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if len(cands) > 1:
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return {"mode":"pick","options":[{"row_idx":cands[0][0],"label":cands[0][2]},{"row_idx":cands[1][0],"label":cands[1][2]}]}
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return {"mode":"pick","options":[{"row_idx":cands[0][0],"label":cands[0][2]}]}
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# ============================
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# Replacements — lifecycle CSV
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# Fix: always show 4G alternative if lifecycle suggests it (even if Active)
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# ============================
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def
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s =
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if not s:
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return ""
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parts = [p.strip() for p in s.split("|") if p.strip()]
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candidates = parts[::-1] if parts else [s]
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for cand in candidates:
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# Teltonika family
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m = re.search(r"\bRUT[A-Z]?\d{2,4}\b", cand.upper())
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if m:
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return m.group(0).upper()
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# Digi IX-series
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m = re.search(r"\bIX\d{2}\b", cand, flags=re.IGNORECASE)
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if m:
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return m.group(0).upper()
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# Cradlepoint R/E/S
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m = re.search(r"\b(R\d{3,4}|E\d{3,4}|S\d{3,4})\b", cand, flags=re.IGNORECASE)
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if m:
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return m.group(0).upper()
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# Generic model token
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m = re.search(r"\b[A-Z]{1,6}\d{2,4}[A-Z]?\b", cand.upper())
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if m:
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return m.group(0).upper()
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return candidates[0][:60]
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def
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def
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# Pool within same manufacturer text (not just canon) to support Teltonika etc
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mfr = norm_text(manufacturer)
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pool = df_eos[df_eos["manufacturer"].astype(str).str.lower().eq(mfr)].copy() if "manufacturer" in df_eos.columns else df_eos.copy()
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vals = pool["advanced_5g_option"].tolist() if "advanced_5g_option" in pool.columns else []
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out, seen = [], set()
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for v in vals:
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tok =
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if tok and tok.lower() != "nan" and tok not in seen:
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seen.add(tok); out.append(tok)
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return out
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def
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mfr = norm_text(manufacturer)
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pool = df_eos[df_eos["manufacturer"].astype(str).str.lower().eq(mfr)].copy() if "manufacturer" in df_eos.columns else df_eos.copy()
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vals = pool["suggested_replacement"].tolist() if "suggested_replacement" in pool.columns else []
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out, seen = [], set()
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for v in vals:
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tok =
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if tok and tok.lower() != "nan" and tok not in seen:
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seen.add(tok); out.append(tok)
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return out
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def
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if client is None or not candidates:
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return ""
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sys = "Pick the best replacement model. Choose only from candidates. Return strict JSON only."
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choice = str(out.get("choice","") or "").strip()
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return choice if choice in candidates else ""
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def
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pool5 = df_dec[(df_dec["_canon_make"] == canon_make) & (df_dec["_is5g"] == True)]
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return str(pool5.iloc[0]["Model"]).strip() if not pool5.empty else ""
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def pick_replacements_lifecycle(
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canon = str(
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manufacturer = str(
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-
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want_5g = is_4g_device or (status in {"End of Sale","End of Life"})
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repl_4g = "Not applicable"
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if
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repl_4g =
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if not repl_4g:
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cand4 =
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repl_4g =
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if not repl_4g:
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repl_4g = "Not applicable"
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# 5G replacement:
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repl_5g = "Not
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if want_5g:
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repl_5g =
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if not repl_5g:
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cand5 =
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repl_5g =
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if not repl_5g:
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-
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repl_5g = _fallback_5g_from_dec(canon)
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if repl_5g.lower() == "nan":
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repl_5g = ""
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return {
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"repl_4g": repl_4g,
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"repl_5g": repl_5g,
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"why": "Lifecycle replacements (GPT fallback when missing).",
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"sources": ["lifecycle_csv"] + (["gpt"] if client else []) + (["dec_fallback"] if (want_5g and not repl_5g) else []),
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}
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# ============================
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# Antennas (Parsec-only
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# ============================
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PARSEC_FAMILY_WORDS = {
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-
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"shepherd","belgian","australian","terrier","pyrenees"
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}
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BAD_NAME_MARKERS = {
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"customization", "standard connectors", "connectors", "features", "benefits",
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"specifications", "mechanical", "electrical", "mounting", "accessories",
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"description:", "standard sku"
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}
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def
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s = re.sub(r"\s+", " ", str(s or "").strip())
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if re.fullmatch(r"-[a-z0-9]+", s.lower()):
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return ""
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return s
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def
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low = line.lower()
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if any(m in low for m in BAD_NAME_MARKERS):
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return True
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return True
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return False
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def
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low = line.lower()
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for fam in PARSEC_FAMILY_WORDS:
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if fam in low:
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return fam.capitalize()
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return ""
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def
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lines = [ln for ln in lines if ln]
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for ln in lines:
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if
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continue
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fam =
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if fam:
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return fam
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# fallback near SKU line
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sku_i = None
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for i, ln in enumerate(lines):
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if "standard sku" in ln.lower():
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@@ -504,150 +527,231 @@ def _parsec_name_from_card(card_text: str) -> str:
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if sku_i is not None:
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window = lines[max(0, sku_i - 12):sku_i]
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for ln in reversed(window):
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if
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continue
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if 3 <= len(ln) <= 40 and re.search(r"[A-Za-z]", ln):
|
| 510 |
return ln.split()[0].capitalize()
|
| 511 |
|
| 512 |
return "Parsec antenna"
|
| 513 |
|
| 514 |
-
def
|
| 515 |
m = re.search(r"Standard\s+SKU:\s*([A-Z0-9]+)", t)
|
| 516 |
return m.group(1).strip() if m else ""
|
| 517 |
|
| 518 |
-
def
|
| 519 |
m = re.search(r"Description:\s*(.+?)(?:\n|$)", t, flags=re.IGNORECASE)
|
| 520 |
return re.sub(r"\s+"," ",m.group(1).strip())[:220] if m else ""
|
| 521 |
|
| 522 |
-
def parsec_retrieve(query: str, top_k: int =
|
| 523 |
qv = embedder.encode([query], normalize_embeddings=True)
|
| 524 |
qv = np.asarray(qv, dtype=np.float32)
|
| 525 |
scores, ids = parsec_index.search(qv, top_k)
|
| 526 |
-
out = []
|
| 527 |
for sc, i in zip(scores[0].tolist(), ids[0].tolist()):
|
| 528 |
if 0 <= int(i) < len(parsec_cards):
|
| 529 |
card = parsec_cards[int(i)]
|
| 530 |
out.append({
|
| 531 |
"score": float(sc),
|
| 532 |
-
"name":
|
| 533 |
-
"part_number":
|
| 534 |
-
"description":
|
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| 535 |
})
|
| 536 |
return out
|
| 537 |
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|
| 538 |
def antenna_options_for(router_model: str, tech: str, mimo: str) -> Dict[str, Any]:
|
| 539 |
-
q_stationary = f"{router_model} {tech} {mimo} omni stationary
|
| 540 |
-
q_vehicle = f"{router_model} {tech} {mimo} omni vehicle mobile Parsec"
|
| 541 |
-
|
| 542 |
-
|
| 543 |
-
|
| 544 |
-
|
| 545 |
-
s = cand_stationary
|
| 546 |
-
v = cand_vehicle
|
|
|
|
| 547 |
s.update({"mimo": mimo, "why": "Stationary omni best match."})
|
| 548 |
v.update({"mimo": mimo, "why": "Vehicle omni best match."})
|
|
|
|
| 549 |
return {"stationary_omni": s, "vehicle_omni": v, "sources":["parsec_rag"]}
|
| 550 |
|
| 551 |
|
| 552 |
# ============================
|
| 553 |
-
#
|
| 554 |
# ============================
|
| 555 |
-
|
| 556 |
-
|
| 557 |
-
|
| 558 |
-
if
|
| 559 |
-
|
| 560 |
-
|
| 561 |
-
|
| 562 |
-
|
| 563 |
-
|
| 564 |
-
|
| 565 |
-
|
| 566 |
-
|
| 567 |
-
|
| 568 |
-
return
|
| 569 |
-
"
|
| 570 |
-
"
|
| 571 |
-
"
|
| 572 |
-
"
|
| 573 |
-
"
|
| 574 |
-
"
|
| 575 |
-
"
|
| 576 |
-
|
| 577 |
|
| 578 |
-
|
| 579 |
-
|
| 580 |
-
|
| 581 |
-
|
| 582 |
-
|
| 583 |
-
|
| 584 |
-
|
| 585 |
-
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| 586 |
-
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| 587 |
-
|
| 588 |
-
|
| 589 |
-
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| 590 |
-
|
| 591 |
-
|
| 592 |
-
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| 593 |
-
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| 594 |
-
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| 595 |
-
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| 596 |
-
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| 597 |
-
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| 598 |
-
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| 599 |
-
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| 600 |
-
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| 601 |
-
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| 602 |
-
|
| 603 |
-
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| 604 |
-
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| 605 |
-
|
| 606 |
-
|
| 607 |
-
|
| 608 |
-
"
|
| 609 |
-
|
| 610 |
-
|
| 611 |
-
|
| 612 |
-
|
| 613 |
-
|
| 614 |
-
|
| 615 |
-
|
| 616 |
-
|
| 617 |
-
|
| 618 |
-
|
| 619 |
-
|
| 620 |
-
|
| 621 |
-
|
| 622 |
-
|
| 623 |
-
|
| 624 |
-
|
| 625 |
-
|
| 626 |
-
|
| 627 |
-
|
|
|
|
|
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|
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|
|
|
|
|
| 628 |
|
| 629 |
|
| 630 |
# ============================
|
| 631 |
-
# Output
|
| 632 |
# ============================
|
| 633 |
def assemble_output(life_row: pd.Series, status: str, eos: str, eol: str, repl: Dict[str,Any], ant: Dict[str,Any]) -> str:
|
| 634 |
-
canon_make = str(life_row.get("_canon_make","UNKNOWN"))
|
| 635 |
current_name = f"{life_row.get('sku','')} — {life_row.get('description','')}".strip(" —")
|
| 636 |
-
|
| 637 |
st = ant.get("stationary_omni", {})
|
| 638 |
vh = ant.get("vehicle_omni", {})
|
| 639 |
|
| 640 |
-
cur_feats = current_features_guess(life_row)
|
| 641 |
-
r4_feats = dec_features_by_model(repl.get("repl_4g",""), canon_make)
|
| 642 |
-
r5_feats = dec_features_by_model(repl.get("repl_5g",""), canon_make)
|
| 643 |
-
|
| 644 |
-
# If dec doesn't know the model, ask GPT to fill missing cells (best guess)
|
| 645 |
-
if client is not None:
|
| 646 |
-
r4_feats = gpt_fill_features("4G alternative", r4_feats, f"Model: {repl.get('repl_4g','')}\nMake: {canon_make}")
|
| 647 |
-
r5_feats = gpt_fill_features("5G replacement", r5_feats, f"Model: {repl.get('repl_5g','')}\nMake: {canon_make}")
|
| 648 |
-
|
| 649 |
-
table_md = build_features_table(cur_feats, r4_feats, r5_feats)
|
| 650 |
-
|
| 651 |
lines = []
|
| 652 |
lines.append(f"1. Current device: **{current_name}**")
|
| 653 |
lines.append(f"2. Status: **{status}**")
|
|
@@ -656,49 +760,59 @@ def assemble_output(life_row: pd.Series, status: str, eos: str, eol: str, repl:
|
|
| 656 |
lines.append(f"5. 4G alternative (lifecycle): **{repl.get('repl_4g','Not applicable')}**")
|
| 657 |
lines.append(f"6. 5G replacement (lifecycle): **{repl.get('repl_5g','Not listed')}**")
|
| 658 |
lines.append("7. Antenna options (Parsec-only):")
|
| 659 |
-
|
| 660 |
-
|
| 661 |
-
lines.append("
|
| 662 |
-
lines.append(
|
|
|
|
| 663 |
lines.append("\nSources (debug):")
|
| 664 |
for s in repl.get("sources", []) if isinstance(repl.get("sources"), list) else []:
|
| 665 |
lines.append(f"- {s}")
|
| 666 |
lines.append("- ParsecCatalog.pdf (local RAG)")
|
| 667 |
lines.append("- routers_eos_eol_by_sku.csv (replacements)")
|
| 668 |
-
lines.append("- dec2025routers.csv (features)")
|
| 669 |
return "\n".join(lines)
|
| 670 |
|
| 671 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 672 |
user_text = str(user_text or "").strip()
|
| 673 |
if not user_text:
|
| 674 |
-
return "Enter a router SKU/model.", gr.update(visible=False), gr.update(visible=False), {}
|
| 675 |
|
| 676 |
res = resolve_device(user_text)
|
|
|
|
| 677 |
if res.get("mode") == "pick":
|
| 678 |
opts = res.get("options", [])
|
| 679 |
choices = [o["label"] for o in opts]
|
| 680 |
-
st2 = {"mode":"pick","options": opts}
|
| 681 |
-
return "Did you mean A or B? Pick one, then click Use selection.", gr.update(choices=choices, value=None, visible=True), gr.update(visible=True), st2
|
| 682 |
|
| 683 |
if res.get("mode") != "ok":
|
| 684 |
-
return "Not found.", gr.update(visible=False), gr.update(visible=False), {}
|
| 685 |
|
| 686 |
life_row = df_eos.iloc[int(res["row_idx"])]
|
| 687 |
eos, eol, status = row_to_dates_and_status(life_row)
|
| 688 |
|
| 689 |
-
repl = pick_replacements_lifecycle(life_row, status)
|
| 690 |
-
|
| 691 |
-
|
| 692 |
-
|
| 693 |
-
ant = antenna_options_for(
|
| 694 |
|
| 695 |
-
|
|
|
|
|
|
|
| 696 |
|
| 697 |
-
def use_selection(selected_label: str,
|
|
|
|
| 698 |
if not st or st.get("mode") != "pick":
|
| 699 |
-
return "Run a search first.", gr.update(visible=False), gr.update(visible=False), {}
|
|
|
|
| 700 |
if not selected_label:
|
| 701 |
-
return "Pick A or B first.", gr.update(visible=True), gr.update(visible=True),
|
| 702 |
|
| 703 |
chosen_row = None
|
| 704 |
for o in st.get("options", []):
|
|
@@ -706,29 +820,67 @@ def use_selection(selected_label: str, st: Dict[str,Any]):
|
|
| 706 |
chosen_row = int(o["row_idx"])
|
| 707 |
break
|
| 708 |
if chosen_row is None:
|
| 709 |
-
return "Pick a valid option.", gr.update(visible=True), gr.update(visible=True),
|
| 710 |
|
| 711 |
life_row = df_eos.iloc[int(chosen_row)]
|
| 712 |
eos, eol, status = row_to_dates_and_status(life_row)
|
| 713 |
-
repl = pick_replacements_lifecycle(life_row, status)
|
| 714 |
-
tech = "5G" if repl.get("repl_5g") and repl.get("repl_5g") not in {"Not applicable","Not listed"} else ("4G" if _device_is_4g(life_row) else "Unknown")
|
| 715 |
-
mimo_guess = "4x4" if tech == "5G" else "2x2"
|
| 716 |
-
ant = antenna_options_for(router_model=repl.get("repl_5g") or str(life_row.get("sku","")), tech=tech, mimo=mimo_guess)
|
| 717 |
|
| 718 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 719 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 720 |
with gr.Blocks(title="Only-Routers") as demo:
|
| 721 |
-
gr.Markdown("## Only-Routers\
|
| 722 |
-
|
| 723 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 724 |
|
| 725 |
-
|
| 726 |
-
|
| 727 |
-
|
|
|
|
|
|
|
|
|
|
| 728 |
|
| 729 |
-
|
|
|
|
|
|
|
|
|
|
| 730 |
|
| 731 |
-
|
| 732 |
-
use_btn.click(fn=use_selection, inputs=[pick_dd, st], outputs=[output_md, pick_dd, use_btn, st])
|
| 733 |
|
| 734 |
-
demo.launch()
|
|
|
|
|
|
| 3 |
import json
|
| 4 |
import math
|
| 5 |
import hashlib
|
| 6 |
+
import tempfile
|
| 7 |
from dataclasses import dataclass
|
| 8 |
from datetime import datetime, date
|
| 9 |
+
from typing import Any, Dict, List, Optional, Tuple
|
| 10 |
|
| 11 |
import numpy as np
|
| 12 |
import pandas as pd
|
|
|
|
| 26 |
TODAY = date(2026, 1, 18)
|
| 27 |
OPENAI_MODEL = "gpt-5.2"
|
| 28 |
OPENAI_REASONING = {"effort": "high"}
|
|
|
|
| 29 |
MATCH_OK = 80
|
| 30 |
+
|
| 31 |
EMBED_MODEL_NAME = "sentence-transformers/all-MiniLM-L6-v2"
|
| 32 |
PARSEC_CONTEXT_BEFORE = 900
|
| 33 |
PARSEC_CONTEXT_AFTER = 1600
|
| 34 |
|
|
|
|
|
|
|
|
|
|
| 35 |
|
| 36 |
# ============================
|
| 37 |
# OpenAI client (HF Space secret: OPENAI_API_KEY)
|
|
|
|
| 39 |
API_KEY = os.getenv("OPENAI_API_KEY", "").strip()
|
| 40 |
client = OpenAI(api_key=API_KEY) if API_KEY else None
|
| 41 |
|
| 42 |
+
# ----------------------------
|
| 43 |
+
# Gradio state helpers
|
| 44 |
+
# Keep state as a JSON STRING to avoid schema issues on Hugging Face.
|
| 45 |
+
# ----------------------------
|
| 46 |
+
def state_load(st_json: str) -> Dict[str, Any]:
|
| 47 |
+
try:
|
| 48 |
+
if not st_json:
|
| 49 |
+
return {}
|
| 50 |
+
return json.loads(st_json) if isinstance(st_json, str) else {}
|
| 51 |
+
except Exception:
|
| 52 |
+
return {}
|
| 53 |
+
|
| 54 |
+
def state_dump(st: Dict[str, Any]) -> str:
|
| 55 |
+
try:
|
| 56 |
+
return json.dumps(st or {}, ensure_ascii=False)
|
| 57 |
+
except Exception:
|
| 58 |
+
return "{}"
|
| 59 |
+
|
| 60 |
+
|
| 61 |
|
| 62 |
# ============================
|
| 63 |
+
# Helpers
|
| 64 |
# ============================
|
| 65 |
def norm_text(s: Any) -> str:
|
| 66 |
try:
|
|
|
|
| 73 |
s = re.sub(r"\s+", " ", s).strip()
|
| 74 |
return s
|
| 75 |
|
| 76 |
+
def safe_str(v: Any) -> str:
|
| 77 |
if v is None or (isinstance(v, float) and pd.isna(v)) or pd.isna(v):
|
| 78 |
return ""
|
| 79 |
return str(v).strip()
|
| 80 |
|
| 81 |
+
def is_5g(modem_type: Any) -> bool:
|
| 82 |
s = norm_text(modem_type)
|
| 83 |
return ("5g" in s) or ("nr" in s)
|
| 84 |
|
| 85 |
+
def json_load_safe(s: str) -> Dict[str, Any]:
|
| 86 |
try:
|
| 87 |
return json.loads(s)
|
| 88 |
except Exception:
|
| 89 |
return {}
|
| 90 |
|
| 91 |
+
def gpt_json(system: str, payload: Dict[str, Any], max_tokens: int = 600) -> Dict[str, Any]:
|
| 92 |
if client is None:
|
| 93 |
return {}
|
| 94 |
resp = client.responses.create(
|
| 95 |
model=OPENAI_MODEL,
|
| 96 |
reasoning=OPENAI_REASONING,
|
| 97 |
+
input=[{"role":"system","content":system},{"role":"user","content":json.dumps(payload)}],
|
|
|
|
|
|
|
|
|
|
| 98 |
max_output_tokens=max_tokens,
|
| 99 |
)
|
| 100 |
+
return json_load_safe(getattr(resp, "output_text", "") or "")
|
| 101 |
|
| 102 |
|
| 103 |
# ============================
|
| 104 |
+
# Load data
|
| 105 |
# ============================
|
| 106 |
EOS_PATH = "routers_eos_eol_by_sku.csv"
|
| 107 |
DEC_PATH = "dec2025routers.csv"
|
|
|
|
| 117 |
df_eos = pd.read_csv(EOS_PATH).copy()
|
| 118 |
df_dec = pd.read_csv(DEC_PATH).copy()
|
| 119 |
|
| 120 |
+
def region_ok(x: Any) -> bool:
|
|
|
|
| 121 |
s = str(x or "").strip().lower()
|
| 122 |
if not s:
|
| 123 |
return True
|
|
|
|
| 134 |
return False
|
| 135 |
|
| 136 |
if "region" in df_eos.columns:
|
| 137 |
+
df_eos = df_eos[df_eos["region"].apply(region_ok)].reset_index(drop=True)
|
| 138 |
|
| 139 |
+
# Maker mapping (includes Teltonika)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 140 |
CANON_MAKER = {
|
| 141 |
"CRADLEPOINT": {"cradlepoint", "ericsson", "ericsson enterprise wireless"},
|
| 142 |
"SIERRA": {"sierra", "sierra wireless", "semtech", "airlink"},
|
|
|
|
| 146 |
"CISCO": {"cisco"},
|
| 147 |
"TELTONIKA": {"teltonika"},
|
| 148 |
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 149 |
|
| 150 |
def canon_maker_from_text(s: Any) -> str:
|
| 151 |
t = norm_text(s)
|
|
|
|
| 162 |
|
| 163 |
df_dec["_canon_make"] = df_dec["Make"].apply(canon_maker_from_text) if "Make" in df_dec.columns else "UNKNOWN"
|
| 164 |
df_dec["_norm_model"] = df_dec["Model"].apply(norm_text) if "Model" in df_dec.columns else ""
|
| 165 |
+
df_dec["_is5g"] = df_dec["Modem Type"].apply(is_5g) if "Modem Type" in df_dec.columns else False
|
| 166 |
|
| 167 |
|
| 168 |
# ============================
|
|
|
|
| 203 |
|
| 204 |
return ParsedDate(raw=raw, kind="bad", value=None)
|
| 205 |
|
| 206 |
+
def display_date(pd_: ParsedDate) -> str:
|
| 207 |
+
if pd_.kind == "missing":
|
| 208 |
return "Not listed"
|
| 209 |
+
if pd_.kind == "bad":
|
| 210 |
+
return pd_.raw or "Not listed"
|
| 211 |
+
return pd_.raw
|
| 212 |
|
| 213 |
def status_from_eos_eol(eos: ParsedDate, eol: ParsedDate) -> str:
|
| 214 |
if eos.value is None and eol.value is None:
|
|
|
|
| 219 |
return "End of Sale"
|
| 220 |
return "Active"
|
| 221 |
|
| 222 |
+
def row_to_dates_and_status(row: pd.Series) -> Tuple[str, str, str]:
|
| 223 |
+
eos = parse_date_field(row.get("end_of_sale"))
|
| 224 |
+
eol = parse_date_field(row.get("end_of_life"))
|
| 225 |
return display_date(eos), display_date(eol), status_from_eos_eol(eos, eol)
|
| 226 |
|
| 227 |
|
|
|
|
| 258 |
|
| 259 |
|
| 260 |
# ============================
|
| 261 |
+
# Device resolution
|
| 262 |
# ============================
|
| 263 |
+
def label_for_row(i: int) -> str:
|
| 264 |
r = df_eos.iloc[i]
|
| 265 |
return f"{r.get('sku','')} — {r.get('manufacturer','')} — {r.get('description','')}"[:220]
|
| 266 |
|
| 267 |
+
EOS_LABELS = [label_for_row(i) for i in range(len(df_eos))]
|
| 268 |
EOS_CORPUS = []
|
| 269 |
for _, r in df_eos.iterrows():
|
| 270 |
+
EOS_CORPUS.append(" ".join([r.get("_norm_sku",""), r.get("_canon_make",""), r.get("_norm_desc",""), r.get("_norm_notes","")]))
|
| 271 |
+
|
| 272 |
+
def local_candidates(query: str, top_k: int = 6) -> List[Tuple[int, int, str]]:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 273 |
q = norm_text(query)
|
| 274 |
hits = process.extract(q, EOS_CORPUS, scorer=fuzz.WRatio, limit=top_k)
|
| 275 |
return [(int(idx), int(score), EOS_LABELS[int(idx)]) for _, score, idx in hits]
|
|
|
|
| 282 |
"user_input": user_text,
|
| 283 |
"candidates": [{"row_idx": i, "score": s, "label": lbl} for (i,s,lbl) in candidates],
|
| 284 |
"rules": [
|
| 285 |
+
"If one is clearly correct, return mode='ok' with row_idx.",
|
| 286 |
"If two are plausible, return mode='pick' with top 2 options."
|
| 287 |
],
|
| 288 |
"output_schema": {"mode":"ok|pick","row_idx":"int","options":[{"row_idx":"int","label":"string"}]}
|
| 289 |
}
|
| 290 |
+
return gpt_json(sys, payload, max_tokens=280)
|
| 291 |
|
| 292 |
def resolve_device(user_text: str) -> Dict[str, Any]:
|
| 293 |
q = norm_text(user_text)
|
| 294 |
+
exact = df_eos.index[df_eos["_norm_sku"] == q].tolist()
|
| 295 |
+
if len(exact) == 1:
|
| 296 |
+
return {"mode":"ok","row_idx": int(exact[0])}
|
| 297 |
+
if len(exact) > 1:
|
| 298 |
+
opts = [{"row_idx": int(i), "label": EOS_LABELS[int(i)]} for i in exact[:2]]
|
| 299 |
return {"mode":"pick","options": opts}
|
| 300 |
|
| 301 |
cands = local_candidates(user_text, top_k=6)
|
|
|
|
| 315 |
if opts2:
|
| 316 |
return {"mode":"pick","options": opts2}
|
| 317 |
|
|
|
|
| 318 |
if len(cands) > 1:
|
| 319 |
return {"mode":"pick","options":[{"row_idx":cands[0][0],"label":cands[0][2]},{"row_idx":cands[1][0],"label":cands[1][2]}]}
|
| 320 |
return {"mode":"pick","options":[{"row_idx":cands[0][0],"label":cands[0][2]}]}
|
| 321 |
|
| 322 |
|
| 323 |
# ============================
|
| 324 |
+
# Replacements — lifecycle CSV source of truth
|
|
|
|
| 325 |
# ============================
|
| 326 |
+
def extract_model_token(text: str) -> str:
|
| 327 |
+
s = safe_str(text)
|
| 328 |
if not s:
|
| 329 |
return ""
|
| 330 |
parts = [p.strip() for p in s.split("|") if p.strip()]
|
| 331 |
candidates = parts[::-1] if parts else [s]
|
|
|
|
| 332 |
for cand in candidates:
|
|
|
|
| 333 |
m = re.search(r"\bRUT[A-Z]?\d{2,4}\b", cand.upper())
|
| 334 |
if m:
|
| 335 |
return m.group(0).upper()
|
|
|
|
| 336 |
m = re.search(r"\bIX\d{2}\b", cand, flags=re.IGNORECASE)
|
| 337 |
if m:
|
| 338 |
return m.group(0).upper()
|
|
|
|
| 339 |
m = re.search(r"\b(R\d{3,4}|E\d{3,4}|S\d{3,4})\b", cand, flags=re.IGNORECASE)
|
| 340 |
if m:
|
| 341 |
return m.group(0).upper()
|
|
|
|
| 342 |
m = re.search(r"\b[A-Z]{1,6}\d{2,4}[A-Z]?\b", cand.upper())
|
| 343 |
if m:
|
| 344 |
return m.group(0).upper()
|
|
|
|
| 345 |
return candidates[0][:60]
|
| 346 |
|
| 347 |
+
def device_is_4g(row: pd.Series) -> bool:
|
| 348 |
+
# Detect LTE/4G even when the description uses "Cat 4 / Cat6 / Cat 12" without saying "LTE"
|
| 349 |
+
t = norm_text(row.get("description","")) + " " + norm_text(row.get("notes",""))
|
| 350 |
+
|
| 351 |
+
# If it explicitly says 5G/NR, treat as not 4G-only
|
| 352 |
+
if ("5g" in t) or ("nr" in t):
|
| 353 |
+
return False
|
| 354 |
+
|
| 355 |
+
# Classic signals
|
| 356 |
+
if ("lte" in t) or ("4g" in t):
|
| 357 |
+
return True
|
| 358 |
+
|
| 359 |
+
# LTE category signals (Cat 1..20 are LTE categories; Cat M1/M2 are LTE-M)
|
| 360 |
+
if re.search(r"\bcat\s*[-]?\s*(m1|m2)\b", t):
|
| 361 |
+
return True
|
| 362 |
+
|
| 363 |
+
m = re.search(r"\bcat\s*[-]?\s*(\d{1,2})\b", t)
|
| 364 |
+
if m:
|
| 365 |
+
try:
|
| 366 |
+
cat = int(m.group(1))
|
| 367 |
+
if 0 < cat <= 20:
|
| 368 |
+
return True
|
| 369 |
+
except Exception:
|
| 370 |
+
pass
|
| 371 |
+
|
| 372 |
+
# If "cat" appears at all, it's almost always LTE-family
|
| 373 |
+
if "cat" in t:
|
| 374 |
+
return True
|
| 375 |
+
|
| 376 |
+
return False
|
| 377 |
+
|
| 378 |
|
| 379 |
+
def candidate_5g_models_from_lifecycle(manufacturer: str) -> List[str]:
|
|
|
|
| 380 |
mfr = norm_text(manufacturer)
|
| 381 |
pool = df_eos[df_eos["manufacturer"].astype(str).str.lower().eq(mfr)].copy() if "manufacturer" in df_eos.columns else df_eos.copy()
|
| 382 |
vals = pool["advanced_5g_option"].tolist() if "advanced_5g_option" in pool.columns else []
|
| 383 |
out, seen = [], set()
|
| 384 |
for v in vals:
|
| 385 |
+
tok = extract_model_token(v)
|
| 386 |
if tok and tok.lower() != "nan" and tok not in seen:
|
| 387 |
seen.add(tok); out.append(tok)
|
| 388 |
return out
|
| 389 |
|
| 390 |
+
def candidate_4g_models_from_lifecycle(manufacturer: str) -> List[str]:
|
| 391 |
mfr = norm_text(manufacturer)
|
| 392 |
pool = df_eos[df_eos["manufacturer"].astype(str).str.lower().eq(mfr)].copy() if "manufacturer" in df_eos.columns else df_eos.copy()
|
| 393 |
vals = pool["suggested_replacement"].tolist() if "suggested_replacement" in pool.columns else []
|
| 394 |
out, seen = [], set()
|
| 395 |
for v in vals:
|
| 396 |
+
tok = extract_model_token(v)
|
| 397 |
if tok and tok.lower() != "nan" and tok not in seen:
|
| 398 |
seen.add(tok); out.append(tok)
|
| 399 |
return out
|
| 400 |
|
| 401 |
+
def gpt_pick_from_candidates(old_row: pd.Series, candidates: List[str], need: str) -> str:
|
| 402 |
if client is None or not candidates:
|
| 403 |
return ""
|
| 404 |
sys = "Pick the best replacement model. Choose only from candidates. Return strict JSON only."
|
|
|
|
| 416 |
choice = str(out.get("choice","") or "").strip()
|
| 417 |
return choice if choice in candidates else ""
|
| 418 |
|
| 419 |
+
def fallback_5g_from_dec(canon_make: str) -> str:
|
| 420 |
pool5 = df_dec[(df_dec["_canon_make"] == canon_make) & (df_dec["_is5g"] == True)]
|
| 421 |
return str(pool5.iloc[0]["Model"]).strip() if not pool5.empty else ""
|
| 422 |
|
| 423 |
+
def pick_replacements_lifecycle(row: pd.Series, status: str, use_gpt: bool = True) -> Dict[str, Any]:
|
| 424 |
+
canon = str(row.get("_canon_make","UNKNOWN"))
|
| 425 |
+
manufacturer = str(row.get("manufacturer","") or "")
|
| 426 |
|
| 427 |
+
sug_raw = safe_str(row.get("suggested_replacement",""))
|
| 428 |
+
adv_raw = safe_str(row.get("advanced_5g_option",""))
|
|
|
|
| 429 |
|
| 430 |
+
has_4g_alt = bool(sug_raw.strip())
|
| 431 |
+
has_5g_alt = bool(adv_raw.strip())
|
| 432 |
+
|
| 433 |
+
# Treat as 4G if the description indicates LTE OR lifecycle provides a 4G suggested replacement
|
| 434 |
+
is_4g = device_is_4g(row) or has_4g_alt
|
| 435 |
+
|
| 436 |
+
# Provide 5G option if the unit is 4G, EOS/EOL, or lifecycle explicitly provides advanced_5g_option
|
| 437 |
+
want_5g = is_4g or (status in {"End of Sale","End of Life"}) or has_5g_alt
|
| 438 |
+
|
| 439 |
+
# 4G alternative: show whenever lifecycle provides it (or device appears 4G)
|
| 440 |
repl_4g = "Not applicable"
|
| 441 |
+
if is_4g or has_4g_alt:
|
| 442 |
+
repl_4g = extract_model_token(sug_raw)
|
| 443 |
if not repl_4g:
|
| 444 |
+
cand4 = candidate_4g_models_from_lifecycle(manufacturer)
|
| 445 |
+
repl_4g = (gpt_pick_from_candidates(row, cand4, "4G alternative") if (use_gpt and client) else "") or (cand4[0] if cand4 else "")
|
| 446 |
if not repl_4g:
|
| 447 |
repl_4g = "Not applicable"
|
| 448 |
|
| 449 |
+
# 5G replacement: prefer lifecycle advanced_5g_option whenever present
|
| 450 |
+
repl_5g = "Not listed"
|
| 451 |
if want_5g:
|
| 452 |
+
repl_5g = extract_model_token(adv_raw)
|
| 453 |
if not repl_5g:
|
| 454 |
+
cand5 = candidate_5g_models_from_lifecycle(manufacturer)
|
| 455 |
+
repl_5g = (gpt_pick_from_candidates(row, cand5, "5G replacement/upgrade") if (use_gpt and client) else "") or (cand5[0] if cand5 else "")
|
| 456 |
if not repl_5g:
|
| 457 |
+
repl_5g = fallback_5g_from_dec(canon) or "Not listed"
|
|
|
|
| 458 |
|
| 459 |
if repl_5g.lower() == "nan":
|
| 460 |
+
repl_5g = "Not listed"
|
| 461 |
|
| 462 |
+
return {"repl_4g": repl_4g, "repl_5g": repl_5g, "sources": ["lifecycle_csv"] + (["gpt"] if (use_gpt and client) else [])}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 463 |
|
| 464 |
|
| 465 |
# ============================
|
| 466 |
+
# Antennas (Parsec-only)
|
| 467 |
# ============================
|
| 468 |
+
PARSEC_FAMILY_WORDS = {"chinook","labrador","boxer","bloodhound","husky","beagle","mastiff","collie","shepherd","belgian","australian","terrier","pyrenees"}
|
| 469 |
+
BAD_NAME_MARKERS = {"customization","standard connectors","connectors","features","benefits","specifications","mechanical","electrical","mounting","accessories","description:","standard sku"}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 470 |
|
| 471 |
+
def clean_line(s: str) -> str:
|
| 472 |
s = re.sub(r"\s+", " ", str(s or "").strip())
|
| 473 |
if re.fullmatch(r"-[a-z0-9]+", s.lower()):
|
| 474 |
return ""
|
| 475 |
return s
|
| 476 |
|
| 477 |
+
def is_bad_name_line(line: str) -> bool:
|
| 478 |
low = line.lower()
|
| 479 |
if any(m in low for m in BAD_NAME_MARKERS):
|
| 480 |
return True
|
|
|
|
| 482 |
return True
|
| 483 |
return False
|
| 484 |
|
| 485 |
+
def family_from_line(line: str) -> str:
|
| 486 |
low = line.lower()
|
| 487 |
for fam in PARSEC_FAMILY_WORDS:
|
| 488 |
if fam in low:
|
| 489 |
return fam.capitalize()
|
| 490 |
return ""
|
| 491 |
|
| 492 |
+
def parsec_connectors_from_card(t: str) -> str:
|
| 493 |
+
m = re.search(r"Standard\s+Connectors:\s*(.+)", t, flags=re.IGNORECASE)
|
| 494 |
+
if m:
|
| 495 |
+
return re.sub(r"\s+", " ", m.group(1).strip())[:80]
|
| 496 |
+
return ""
|
| 497 |
+
|
| 498 |
+
def parsec_mounts_from_card(t: str) -> List[str]:
|
| 499 |
+
mounts = []
|
| 500 |
+
for m in re.finditer(r"Mount:\s*(.+)", t, flags=re.IGNORECASE):
|
| 501 |
+
val = re.sub(r"\s+", " ", m.group(1).strip())
|
| 502 |
+
parts = [p.strip().lower() for p in val.split(",") if p.strip()]
|
| 503 |
+
mounts.extend(parts)
|
| 504 |
+
out = []
|
| 505 |
+
seen = set()
|
| 506 |
+
for x in mounts:
|
| 507 |
+
if x not in seen:
|
| 508 |
+
seen.add(x); out.append(x)
|
| 509 |
+
return out
|
| 510 |
+
|
| 511 |
+
def parsec_name_from_card(card_text: str) -> str:
|
| 512 |
+
lines = [clean_line(ln) for ln in str(card_text or "").splitlines()]
|
| 513 |
lines = [ln for ln in lines if ln]
|
| 514 |
|
| 515 |
for ln in lines:
|
| 516 |
+
if is_bad_name_line(ln):
|
| 517 |
continue
|
| 518 |
+
fam = family_from_line(ln)
|
| 519 |
if fam:
|
| 520 |
return fam
|
| 521 |
|
|
|
|
| 522 |
sku_i = None
|
| 523 |
for i, ln in enumerate(lines):
|
| 524 |
if "standard sku" in ln.lower():
|
|
|
|
| 527 |
if sku_i is not None:
|
| 528 |
window = lines[max(0, sku_i - 12):sku_i]
|
| 529 |
for ln in reversed(window):
|
| 530 |
+
if is_bad_name_line(ln):
|
| 531 |
continue
|
| 532 |
if 3 <= len(ln) <= 40 and re.search(r"[A-Za-z]", ln):
|
| 533 |
return ln.split()[0].capitalize()
|
| 534 |
|
| 535 |
return "Parsec antenna"
|
| 536 |
|
| 537 |
+
def parsec_part_from_card(t: str) -> str:
|
| 538 |
m = re.search(r"Standard\s+SKU:\s*([A-Z0-9]+)", t)
|
| 539 |
return m.group(1).strip() if m else ""
|
| 540 |
|
| 541 |
+
def parsec_desc_from_card(t: str) -> str:
|
| 542 |
m = re.search(r"Description:\s*(.+?)(?:\n|$)", t, flags=re.IGNORECASE)
|
| 543 |
return re.sub(r"\s+"," ",m.group(1).strip())[:220] if m else ""
|
| 544 |
|
| 545 |
+
def parsec_retrieve(query: str, top_k: int = 12) -> List[Dict[str, Any]]:
|
| 546 |
qv = embedder.encode([query], normalize_embeddings=True)
|
| 547 |
qv = np.asarray(qv, dtype=np.float32)
|
| 548 |
scores, ids = parsec_index.search(qv, top_k)
|
| 549 |
+
out: List[Dict[str, Any]] = []
|
| 550 |
for sc, i in zip(scores[0].tolist(), ids[0].tolist()):
|
| 551 |
if 0 <= int(i) < len(parsec_cards):
|
| 552 |
card = parsec_cards[int(i)]
|
| 553 |
out.append({
|
| 554 |
"score": float(sc),
|
| 555 |
+
"name": parsec_name_from_card(card),
|
| 556 |
+
"part_number": parsec_part_from_card(card),
|
| 557 |
+
"description": parsec_desc_from_card(card),
|
| 558 |
+
"connectors": parsec_connectors_from_card(card),
|
| 559 |
+
"mounts": parsec_mounts_from_card(card),
|
| 560 |
+
"_card": card.lower(),
|
| 561 |
})
|
| 562 |
return out
|
| 563 |
|
| 564 |
+
def choose_best_parsec(cands: List[Dict[str, Any]], mode: str) -> Dict[str, Any]:
|
| 565 |
+
best = None
|
| 566 |
+
best_score = -1e9
|
| 567 |
+
|
| 568 |
+
for c in cands:
|
| 569 |
+
card = c.get("_card","")
|
| 570 |
+
mounts = c.get("mounts", []) or []
|
| 571 |
+
score = float(c.get("score", 0.0))
|
| 572 |
+
|
| 573 |
+
if "omni" in card:
|
| 574 |
+
score += 0.6
|
| 575 |
+
if "directional" in card:
|
| 576 |
+
score -= 1.5
|
| 577 |
+
|
| 578 |
+
if mode == "vehicle":
|
| 579 |
+
if any("magnetic" in m for m in mounts):
|
| 580 |
+
score += 3.0
|
| 581 |
+
if any("through" in m for m in mounts):
|
| 582 |
+
score += 2.0
|
| 583 |
+
if any("wall" in m for m in mounts) or any("pole" in m for m in mounts):
|
| 584 |
+
score -= 1.2
|
| 585 |
+
if "app: fixed" in card and "mobile" not in card:
|
| 586 |
+
score -= 2.0
|
| 587 |
+
|
| 588 |
+
if mode == "stationary":
|
| 589 |
+
if any("wall" in m for m in mounts):
|
| 590 |
+
score += 2.0
|
| 591 |
+
if any("pole" in m for m in mounts):
|
| 592 |
+
score += 1.8
|
| 593 |
+
|
| 594 |
+
if score > best_score:
|
| 595 |
+
best_score = score
|
| 596 |
+
best = c
|
| 597 |
+
|
| 598 |
+
if not best:
|
| 599 |
+
return {"name":"Parsec antenna","part_number":"","description":"","connectors":"","mounts":[]}
|
| 600 |
+
|
| 601 |
+
best = dict(best)
|
| 602 |
+
best.pop("_card", None)
|
| 603 |
+
return best
|
| 604 |
+
|
| 605 |
+
|
| 606 |
+
def infer_mimo_for_5g(model: str, canon_make: str) -> str:
|
| 607 |
+
"""Best-effort MIMO guess for antenna selection (2x2 vs 4x4)."""
|
| 608 |
+
# If model is unknown, default to 2x2 (safer ordering)
|
| 609 |
+
if not model or model in {"Not applicable", "Not listed"}:
|
| 610 |
+
return "2x2"
|
| 611 |
+
|
| 612 |
+
# If the model name hints 5G, lean 4x4
|
| 613 |
+
if "5g" in model.lower() or model.upper().startswith(("R", "E", "S", "IX", "RUTM")):
|
| 614 |
+
default = "4x4"
|
| 615 |
+
else:
|
| 616 |
+
default = "2x2"
|
| 617 |
+
|
| 618 |
+
# Use dec2025routers.csv if we can match the model under the same maker family
|
| 619 |
+
try:
|
| 620 |
+
pool = df_dec[df_dec["_canon_make"] == canon_make].copy()
|
| 621 |
+
if pool.empty:
|
| 622 |
+
return default
|
| 623 |
+
hit = process.extractOne(norm_text(model), pool["_norm_model"].tolist(), scorer=fuzz.WRatio)
|
| 624 |
+
if not hit or hit[1] < MATCH_OK:
|
| 625 |
+
return default
|
| 626 |
+
row = pool.iloc[int(hit[2])]
|
| 627 |
+
txt2 = (str(row.get("Antennas (internal/external/both)", "")) + " " + str(row.get("Modem Type", "")) + " " + str(row.get("Special notes",""))).lower()
|
| 628 |
+
if "4x4" in txt2 or "4 x 4" in txt2 or "4x 4" in txt2:
|
| 629 |
+
return "4x4"
|
| 630 |
+
if "2x2" in txt2 or "2 x 2" in txt2:
|
| 631 |
+
return "2x2"
|
| 632 |
+
# If modem type includes 5G, lean 4x4
|
| 633 |
+
if "5g" in txt2 or "nr" in txt2:
|
| 634 |
+
return "4x4"
|
| 635 |
+
return default
|
| 636 |
+
except Exception:
|
| 637 |
+
return default
|
| 638 |
+
|
| 639 |
def antenna_options_for(router_model: str, tech: str, mimo: str) -> Dict[str, Any]:
|
| 640 |
+
q_stationary = f"{router_model} {tech} {mimo} omni stationary pole wall fixed site Parsec"
|
| 641 |
+
q_vehicle = f"{router_model} {tech} {mimo} omni vehicle mobile magnetic through-bolt Parsec"
|
| 642 |
+
|
| 643 |
+
cand_stationary = parsec_retrieve(q_stationary, top_k=12)
|
| 644 |
+
cand_vehicle = parsec_retrieve(q_vehicle, top_k=12)
|
| 645 |
+
|
| 646 |
+
s = choose_best_parsec(cand_stationary, mode="stationary")
|
| 647 |
+
v = choose_best_parsec(cand_vehicle, mode="vehicle")
|
| 648 |
+
|
| 649 |
s.update({"mimo": mimo, "why": "Stationary omni best match."})
|
| 650 |
v.update({"mimo": mimo, "why": "Vehicle omni best match."})
|
| 651 |
+
|
| 652 |
return {"stationary_omni": s, "vehicle_omni": v, "sources":["parsec_rag"]}
|
| 653 |
|
| 654 |
|
| 655 |
# ============================
|
| 656 |
+
# Install-ready checklist
|
| 657 |
# ============================
|
| 658 |
+
def install_ready_checklist(current_sku: str, repl: Dict[str,Any], ant: Dict[str,Any]) -> str:
|
| 659 |
+
st = ant.get("stationary_omni", {})
|
| 660 |
+
vh = ant.get("vehicle_omni", {})
|
| 661 |
+
if client is not None:
|
| 662 |
+
sys = "Create a short, install-ready checklist for a Verizon rep. Return markdown only."
|
| 663 |
+
payload = {"current_device": current_sku, "replacements": repl, "antennas": {"stationary": st, "vehicle": vh}}
|
| 664 |
+
resp = client.responses.create(
|
| 665 |
+
model=OPENAI_MODEL,
|
| 666 |
+
reasoning=OPENAI_REASONING,
|
| 667 |
+
input=[{"role":"system","content":sys},{"role":"user","content":json.dumps(payload)}],
|
| 668 |
+
max_output_tokens=520,
|
| 669 |
+
)
|
| 670 |
+
return (getattr(resp, "output_text", "") or "").strip()
|
| 671 |
+
return "\n".join([
|
| 672 |
+
"### Install-ready checklist",
|
| 673 |
+
f"- Current device: {current_sku}",
|
| 674 |
+
f"- 5G replacement: {repl.get('repl_5g','')}",
|
| 675 |
+
f"- 4G alternative: {repl.get('repl_4g','Not applicable')}",
|
| 676 |
+
f"- Stationary omni antenna: {st.get('name','')} (PN {st.get('part_number','')})",
|
| 677 |
+
f"- Vehicle omni antenna: {vh.get('name','')} (PN {vh.get('part_number','')})",
|
| 678 |
+
"- Next steps: confirm mounting + cable lengths + power; place order; schedule install.",
|
| 679 |
+
])
|
| 680 |
|
| 681 |
+
|
| 682 |
+
# ============================
|
| 683 |
+
# Batch mode (NO GPT)
|
| 684 |
+
# ============================
|
| 685 |
+
def parse_batch_inputs(text_blob: str, file_obj: Any) -> List[str]:
|
| 686 |
+
items: List[str] = []
|
| 687 |
+
if file_obj is not None:
|
| 688 |
+
try:
|
| 689 |
+
path = file_obj.name if hasattr(file_obj, "name") else str(file_obj)
|
| 690 |
+
df = pd.read_csv(path)
|
| 691 |
+
col = df.columns[0]
|
| 692 |
+
items.extend([str(x).strip() for x in df[col].tolist() if str(x).strip()])
|
| 693 |
+
except Exception:
|
| 694 |
+
pass
|
| 695 |
+
if text_blob:
|
| 696 |
+
for ln in str(text_blob).splitlines():
|
| 697 |
+
ln = ln.strip()
|
| 698 |
+
if ln:
|
| 699 |
+
items.append(ln)
|
| 700 |
+
seen=set()
|
| 701 |
+
out=[]
|
| 702 |
+
for x in items:
|
| 703 |
+
k=norm_text(x)
|
| 704 |
+
if k and k not in seen:
|
| 705 |
+
seen.add(k); out.append(x)
|
| 706 |
+
return out
|
| 707 |
+
|
| 708 |
+
def run_batch(text_blob: str, file_obj: Any, include_antennas: bool):
|
| 709 |
+
inputs = parse_batch_inputs(text_blob, file_obj)
|
| 710 |
+
if not inputs:
|
| 711 |
+
return "", None, None, ""
|
| 712 |
+
|
| 713 |
+
rows=[]
|
| 714 |
+
for item in inputs:
|
| 715 |
+
res = resolve_device(item)
|
| 716 |
+
if res.get("mode") != "ok":
|
| 717 |
+
rows.append({"Input": item, "Matched":"", "Status":"Needs review", "EOS":"", "EOL":"", "4G alternative":"", "5G replacement":"", "Notes":"Not found/ambiguous"})
|
| 718 |
+
continue
|
| 719 |
+
|
| 720 |
+
life_row = df_eos.iloc[int(res["row_idx"])]
|
| 721 |
+
eos, eol, status = row_to_dates_and_status(life_row)
|
| 722 |
+
repl = pick_replacements_lifecycle(life_row, status, use_gpt=False)
|
| 723 |
+
|
| 724 |
+
rows.append({
|
| 725 |
+
"Input": item,
|
| 726 |
+
"Matched": str(life_row.get("sku","")),
|
| 727 |
+
"Status": status,
|
| 728 |
+
"EOS": eos,
|
| 729 |
+
"EOL": eol,
|
| 730 |
+
"4G alternative": repl.get("repl_4g",""),
|
| 731 |
+
"5G replacement": repl.get("repl_5g",""),
|
| 732 |
+
"Notes": "",
|
| 733 |
+
})
|
| 734 |
+
|
| 735 |
+
out_df = pd.DataFrame(rows)
|
| 736 |
+
counts = out_df["Status"].value_counts(dropna=False).to_dict()
|
| 737 |
+
top_5g = out_df["5G replacement"].value_counts(dropna=False).head(5).to_dict()
|
| 738 |
+
summary = f"Rows: {len(out_df)} | " + " | ".join([f"{k}: {v}" for k,v in counts.items()])
|
| 739 |
+
rollup = "Top 5G recommendations:\n" + "\n".join([f"- {k}: {v}" for k,v in top_5g.items() if str(k).strip()])
|
| 740 |
+
|
| 741 |
+
tmp = tempfile.NamedTemporaryFile(delete=False, suffix=".csv")
|
| 742 |
+
out_df.to_csv(tmp.name, index=False)
|
| 743 |
+
|
| 744 |
+
return summary, out_df, tmp.name, rollup
|
| 745 |
|
| 746 |
|
| 747 |
# ============================
|
| 748 |
+
# Output
|
| 749 |
# ============================
|
| 750 |
def assemble_output(life_row: pd.Series, status: str, eos: str, eol: str, repl: Dict[str,Any], ant: Dict[str,Any]) -> str:
|
|
|
|
| 751 |
current_name = f"{life_row.get('sku','')} — {life_row.get('description','')}".strip(" —")
|
|
|
|
| 752 |
st = ant.get("stationary_omni", {})
|
| 753 |
vh = ant.get("vehicle_omni", {})
|
| 754 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 755 |
lines = []
|
| 756 |
lines.append(f"1. Current device: **{current_name}**")
|
| 757 |
lines.append(f"2. Status: **{status}**")
|
|
|
|
| 760 |
lines.append(f"5. 4G alternative (lifecycle): **{repl.get('repl_4g','Not applicable')}**")
|
| 761 |
lines.append(f"6. 5G replacement (lifecycle): **{repl.get('repl_5g','Not listed')}**")
|
| 762 |
lines.append("7. Antenna options (Parsec-only):")
|
| 763 |
+
conn_s = f" | Conn: {st.get('connectors','')}" if st.get("connectors") else ""
|
| 764 |
+
conn_v = f" | Conn: {vh.get('connectors','')}" if vh.get("connectors") else ""
|
| 765 |
+
lines.append(f" - Stationary (Omni): **{st.get('name','')}** (Part #: {st.get('part_number','')}) — {st.get('description','')} — MIMO: {st.get('mimo','')}{conn_s}")
|
| 766 |
+
lines.append(f" - Vehicle (Omni): **{vh.get('name','')}** (Part #: {vh.get('part_number','')}) — {vh.get('description','')} — MIMO: {vh.get('mimo','')}{conn_v}")
|
| 767 |
+
|
| 768 |
lines.append("\nSources (debug):")
|
| 769 |
for s in repl.get("sources", []) if isinstance(repl.get("sources"), list) else []:
|
| 770 |
lines.append(f"- {s}")
|
| 771 |
lines.append("- ParsecCatalog.pdf (local RAG)")
|
| 772 |
lines.append("- routers_eos_eol_by_sku.csv (replacements)")
|
|
|
|
| 773 |
return "\n".join(lines)
|
| 774 |
|
| 775 |
+
|
| 776 |
+
# ============================
|
| 777 |
+
# Gradio callbacks
|
| 778 |
+
# IMPORTANT: no dict state and ALL events have api_name=False (prevents api_info schema generation)
|
| 779 |
+
# ============================
|
| 780 |
+
def run_lookup(user_text: str, st_json: str):
|
| 781 |
user_text = str(user_text or "").strip()
|
| 782 |
if not user_text:
|
| 783 |
+
return "Enter a router SKU/model.", gr.update(visible=False), gr.update(visible=False), "{}", ""
|
| 784 |
|
| 785 |
res = resolve_device(user_text)
|
| 786 |
+
|
| 787 |
if res.get("mode") == "pick":
|
| 788 |
opts = res.get("options", [])
|
| 789 |
choices = [o["label"] for o in opts]
|
| 790 |
+
st2 = {"mode":"pick","options": opts, "raw": user_text}
|
| 791 |
+
return "Did you mean A or B? Pick one, then click Use selection.", gr.update(choices=choices, value=None, visible=True), gr.update(visible=True), state_dump(st2), ""
|
| 792 |
|
| 793 |
if res.get("mode") != "ok":
|
| 794 |
+
return "Not found.", gr.update(visible=False), gr.update(visible=False), "{}", ""
|
| 795 |
|
| 796 |
life_row = df_eos.iloc[int(res["row_idx"])]
|
| 797 |
eos, eol, status = row_to_dates_and_status(life_row)
|
| 798 |
|
| 799 |
+
repl = pick_replacements_lifecycle(life_row, status, use_gpt=True)
|
| 800 |
+
canon_make = str(life_row.get("_canon_make","UNKNOWN"))
|
| 801 |
+
mimo = infer_mimo_for_5g(repl.get("repl_5g",""), canon_make)
|
| 802 |
+
tech = "5G" if repl.get("repl_5g") and repl.get("repl_5g") != "Not listed" else ("4G" if device_is_4g(life_row) else "Unknown")
|
| 803 |
+
ant = antenna_options_for(repl.get("repl_5g") or str(life_row.get("sku","")), tech, mimo)
|
| 804 |
|
| 805 |
+
output = assemble_output(life_row, status, eos, eol, repl, ant)
|
| 806 |
+
st_out = {"row_idx": int(res["row_idx"]), "repl": repl, "ant": ant, "raw": user_text}
|
| 807 |
+
return output, gr.update(visible=False), gr.update(visible=False), state_dump(st_out), ""
|
| 808 |
|
| 809 |
+
def use_selection(selected_label: str, st_json: str):
|
| 810 |
+
st = state_load(st_json)
|
| 811 |
if not st or st.get("mode") != "pick":
|
| 812 |
+
return "Run a search first.", gr.update(visible=False), gr.update(visible=False), "{}", ""
|
| 813 |
+
|
| 814 |
if not selected_label:
|
| 815 |
+
return "Pick A or B first.", gr.update(visible=True), gr.update(visible=True), st_json, ""
|
| 816 |
|
| 817 |
chosen_row = None
|
| 818 |
for o in st.get("options", []):
|
|
|
|
| 820 |
chosen_row = int(o["row_idx"])
|
| 821 |
break
|
| 822 |
if chosen_row is None:
|
| 823 |
+
return "Pick a valid option.", gr.update(visible=True), gr.update(visible=True), st_json, ""
|
| 824 |
|
| 825 |
life_row = df_eos.iloc[int(chosen_row)]
|
| 826 |
eos, eol, status = row_to_dates_and_status(life_row)
|
|
|
|
|
|
|
|
|
|
|
|
|
| 827 |
|
| 828 |
+
repl = pick_replacements_lifecycle(life_row, status, use_gpt=True)
|
| 829 |
+
canon_make = str(life_row.get("_canon_make","UNKNOWN"))
|
| 830 |
+
mimo = infer_mimo_for_5g(repl.get("repl_5g",""), canon_make)
|
| 831 |
+
tech = "5G" if repl.get("repl_5g") and repl.get("repl_5g") != "Not listed" else ("4G" if device_is_4g(life_row) else "Unknown")
|
| 832 |
+
ant = antenna_options_for(repl.get("repl_5g") or str(life_row.get("sku","")), tech, mimo)
|
| 833 |
+
|
| 834 |
+
output = assemble_output(life_row, status, eos, eol, repl, ant)
|
| 835 |
+
st_out = {"row_idx": int(chosen_row), "repl": repl, "ant": ant, "raw": st.get("raw","")}
|
| 836 |
+
return output, gr.update(visible=False), gr.update(visible=False), state_dump(st_out), ""
|
| 837 |
+
|
| 838 |
+
def make_install_ready(st_json: str):
|
| 839 |
+
st = state_load(st_json)
|
| 840 |
+
if not st or "row_idx" not in st:
|
| 841 |
+
return "Run a lookup first."
|
| 842 |
+
life_row = df_eos.iloc[int(st["row_idx"])]
|
| 843 |
+
current_sku = str(life_row.get("sku","") or "")
|
| 844 |
+
return install_ready_checklist(current_sku, st.get("repl", {}) or {}, st.get("ant", {}) or {})
|
| 845 |
|
| 846 |
+
|
| 847 |
+
# ============================
|
| 848 |
+
# UI
|
| 849 |
+
# ============================
|
| 850 |
with gr.Blocks(title="Only-Routers") as demo:
|
| 851 |
+
gr.Markdown("## Only-Routers\nSingle lookup + Batch upload for Verizon reps.")
|
| 852 |
+
|
| 853 |
+
with gr.Tabs():
|
| 854 |
+
with gr.Tab("Single"):
|
| 855 |
+
user_text = gr.Textbox(label="Router SKU or model", placeholder="Examples: IBR650B, AER1600, ES450, WR21, RUT240", lines=1)
|
| 856 |
+
st = gr.State("{}") # JSON string
|
| 857 |
+
|
| 858 |
+
check_btn = gr.Button("Check", variant="primary")
|
| 859 |
+
pick_dd = gr.Dropdown(label="Pick A or B", choices=[], visible=False)
|
| 860 |
+
use_btn = gr.Button("Use selection", visible=False)
|
| 861 |
+
|
| 862 |
+
output_md = gr.Markdown()
|
| 863 |
+
|
| 864 |
+
install_btn = gr.Button("Make install-ready checklist")
|
| 865 |
+
install_md = gr.Markdown()
|
| 866 |
+
|
| 867 |
+
check_btn.click(fn=run_lookup, inputs=[user_text, st], outputs=[output_md, pick_dd, use_btn, st, install_md], api_name=False)
|
| 868 |
+
use_btn.click(fn=use_selection, inputs=[pick_dd, st], outputs=[output_md, pick_dd, use_btn, st, install_md], api_name=False)
|
| 869 |
+
install_btn.click(fn=make_install_ready, inputs=[st], outputs=[install_md], api_name=False)
|
| 870 |
|
| 871 |
+
with gr.Tab("Batch"):
|
| 872 |
+
gr.Markdown("Paste one per line or upload a CSV (first column). Batch runs fast (no GPT).")
|
| 873 |
+
batch_text = gr.Textbox(label="Paste devices (one per line)", lines=8, placeholder="WR21\nRUT240\nIBR650B")
|
| 874 |
+
batch_file = gr.File(label="Upload CSV", file_types=[".csv"])
|
| 875 |
+
include_ant = gr.Checkbox(label="Include antenna picks (slower)", value=False)
|
| 876 |
+
run_btn = gr.Button("Run batch", variant="primary")
|
| 877 |
|
| 878 |
+
summary_md = gr.Markdown()
|
| 879 |
+
rollup_md = gr.Markdown()
|
| 880 |
+
table = gr.Dataframe(interactive=False, wrap=True)
|
| 881 |
+
dl = gr.File(label="Download results CSV")
|
| 882 |
|
| 883 |
+
run_btn.click(fn=run_batch, inputs=[batch_text, batch_file, include_ant], outputs=[summary_md, table, dl, rollup_md], api_name=False)
|
|
|
|
| 884 |
|
| 885 |
+
# IMPORTANT: On Spaces, demo.launch() is correct; do NOT use share=True.
|
| 886 |
+
demo.launch(show_api=False)
|
Updates/only-routers_ai_poc_hf_fixed_v6.ipynb
ADDED
|
@@ -0,0 +1,1039 @@
|
|
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|
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|
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|
|
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|
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
| 1 |
+
{
|
| 2 |
+
"cells": [
|
| 3 |
+
{
|
| 4 |
+
"cell_type": "markdown",
|
| 5 |
+
"id": "0fa1b661",
|
| 6 |
+
"metadata": {},
|
| 7 |
+
"source": [
|
| 8 |
+
"# Only-Routers (HF fixed v6)\n",
|
| 9 |
+
"\n",
|
| 10 |
+
"Updated for new simplified routers_eos_eol_by_sku.csv columns."
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
{
|
| 14 |
+
"cell_type": "code",
|
| 15 |
+
"execution_count": null,
|
| 16 |
+
"id": "4f5c8d78",
|
| 17 |
+
"metadata": {},
|
| 18 |
+
"outputs": [],
|
| 19 |
+
"source": [
|
| 20 |
+
"import os\n",
|
| 21 |
+
"import re\n",
|
| 22 |
+
"import json\n",
|
| 23 |
+
"import math\n",
|
| 24 |
+
"import hashlib\n",
|
| 25 |
+
"import tempfile\n",
|
| 26 |
+
"from dataclasses import dataclass\n",
|
| 27 |
+
"from datetime import datetime, date\n",
|
| 28 |
+
"from typing import Any, Dict, List, Optional, Tuple\n",
|
| 29 |
+
"\n",
|
| 30 |
+
"import numpy as np\n",
|
| 31 |
+
"import pandas as pd\n",
|
| 32 |
+
"\n",
|
| 33 |
+
"import fitz # PyMuPDF\n",
|
| 34 |
+
"import faiss\n",
|
| 35 |
+
"from sentence_transformers import SentenceTransformer\n",
|
| 36 |
+
"from rapidfuzz import fuzz, process\n",
|
| 37 |
+
"\n",
|
| 38 |
+
"import gradio as gr\n",
|
| 39 |
+
"from openai import OpenAI\n",
|
| 40 |
+
"\n",
|
| 41 |
+
"\n",
|
| 42 |
+
"# ============================\n",
|
| 43 |
+
"# Settings\n",
|
| 44 |
+
"# ============================\n",
|
| 45 |
+
"TODAY = date(2026, 1, 18)\n",
|
| 46 |
+
"OPENAI_MODEL = \"gpt-5.2\"\n",
|
| 47 |
+
"OPENAI_REASONING = {\"effort\": \"high\"}\n",
|
| 48 |
+
"MATCH_OK = 80\n",
|
| 49 |
+
"\n",
|
| 50 |
+
"EMBED_MODEL_NAME = \"sentence-transformers/all-MiniLM-L6-v2\"\n",
|
| 51 |
+
"PARSEC_CONTEXT_BEFORE = 900\n",
|
| 52 |
+
"PARSEC_CONTEXT_AFTER = 1600\n",
|
| 53 |
+
"\n",
|
| 54 |
+
"\n",
|
| 55 |
+
"# ============================\n",
|
| 56 |
+
"# OpenAI client (HF Space secret: OPENAI_API_KEY)\n",
|
| 57 |
+
"# ============================\n",
|
| 58 |
+
"API_KEY = os.getenv(\"OPENAI_API_KEY\", \"\").strip()\n",
|
| 59 |
+
"client = OpenAI(api_key=API_KEY) if API_KEY else None\n",
|
| 60 |
+
"\n",
|
| 61 |
+
"# ----------------------------\n",
|
| 62 |
+
"# Gradio state helpers\n",
|
| 63 |
+
"# Keep state as a JSON STRING to avoid schema issues on Hugging Face.\n",
|
| 64 |
+
"# ----------------------------\n",
|
| 65 |
+
"def state_load(st_json: str) -> Dict[str, Any]:\n",
|
| 66 |
+
" try:\n",
|
| 67 |
+
" if not st_json:\n",
|
| 68 |
+
" return {}\n",
|
| 69 |
+
" return json.loads(st_json) if isinstance(st_json, str) else {}\n",
|
| 70 |
+
" except Exception:\n",
|
| 71 |
+
" return {}\n",
|
| 72 |
+
"\n",
|
| 73 |
+
"def state_dump(st: Dict[str, Any]) -> str:\n",
|
| 74 |
+
" try:\n",
|
| 75 |
+
" return json.dumps(st or {}, ensure_ascii=False)\n",
|
| 76 |
+
" except Exception:\n",
|
| 77 |
+
" return \"{}\"\n",
|
| 78 |
+
"\n",
|
| 79 |
+
"\n",
|
| 80 |
+
"\n",
|
| 81 |
+
"# ============================\n",
|
| 82 |
+
"# Helpers\n",
|
| 83 |
+
"# ============================\n",
|
| 84 |
+
"def norm_text(s: Any) -> str:\n",
|
| 85 |
+
" try:\n",
|
| 86 |
+
" if s is None or (isinstance(s, float) and math.isnan(s)) or pd.isna(s):\n",
|
| 87 |
+
" return \"\"\n",
|
| 88 |
+
" except Exception:\n",
|
| 89 |
+
" pass\n",
|
| 90 |
+
" s = str(s).strip().lower()\n",
|
| 91 |
+
" s = re.sub(r\"[^a-z0-9\\s\\-\\/]\", \" \", s)\n",
|
| 92 |
+
" s = re.sub(r\"\\s+\", \" \", s).strip()\n",
|
| 93 |
+
" return s\n",
|
| 94 |
+
"\n",
|
| 95 |
+
"def safe_str(v: Any) -> str:\n",
|
| 96 |
+
" if v is None or (isinstance(v, float) and pd.isna(v)) or pd.isna(v):\n",
|
| 97 |
+
" return \"\"\n",
|
| 98 |
+
" return str(v).strip()\n",
|
| 99 |
+
"\n",
|
| 100 |
+
"def is_5g(modem_type: Any) -> bool:\n",
|
| 101 |
+
" s = norm_text(modem_type)\n",
|
| 102 |
+
" return (\"5g\" in s) or (\"nr\" in s)\n",
|
| 103 |
+
"\n",
|
| 104 |
+
"def json_load_safe(s: str) -> Dict[str, Any]:\n",
|
| 105 |
+
" try:\n",
|
| 106 |
+
" return json.loads(s)\n",
|
| 107 |
+
" except Exception:\n",
|
| 108 |
+
" return {}\n",
|
| 109 |
+
"\n",
|
| 110 |
+
"def gpt_json(system: str, payload: Dict[str, Any], max_tokens: int = 600) -> Dict[str, Any]:\n",
|
| 111 |
+
" if client is None:\n",
|
| 112 |
+
" return {}\n",
|
| 113 |
+
" resp = client.responses.create(\n",
|
| 114 |
+
" model=OPENAI_MODEL,\n",
|
| 115 |
+
" reasoning=OPENAI_REASONING,\n",
|
| 116 |
+
" input=[{\"role\":\"system\",\"content\":system},{\"role\":\"user\",\"content\":json.dumps(payload)}],\n",
|
| 117 |
+
" max_output_tokens=max_tokens,\n",
|
| 118 |
+
" )\n",
|
| 119 |
+
" return json_load_safe(getattr(resp, \"output_text\", \"\") or \"\")\n",
|
| 120 |
+
"\n",
|
| 121 |
+
"\n",
|
| 122 |
+
"# ============================\n",
|
| 123 |
+
"# Load data\n",
|
| 124 |
+
"# ============================\n",
|
| 125 |
+
"EOS_PATH = \"routers_eos_eol_by_sku.csv\"\n",
|
| 126 |
+
"DEC_PATH = \"dec2025routers.csv\"\n",
|
| 127 |
+
"PARSEC_PDF = \"ParsecCatalog.pdf\"\n",
|
| 128 |
+
"\n",
|
| 129 |
+
"if not os.path.exists(EOS_PATH):\n",
|
| 130 |
+
" raise FileNotFoundError(f\"Missing {EOS_PATH} in repo.\")\n",
|
| 131 |
+
"if not os.path.exists(DEC_PATH):\n",
|
| 132 |
+
" raise FileNotFoundError(f\"Missing {DEC_PATH} in repo.\")\n",
|
| 133 |
+
"if not os.path.exists(PARSEC_PDF):\n",
|
| 134 |
+
" raise FileNotFoundError(f\"Missing {PARSEC_PDF} in repo.\")\n",
|
| 135 |
+
"\n",
|
| 136 |
+
"df_eos = pd.read_csv(EOS_PATH).copy()\n",
|
| 137 |
+
"df_dec = pd.read_csv(DEC_PATH).copy()\n",
|
| 138 |
+
"\n",
|
| 139 |
+
"\n",
|
| 140 |
+
"def _canonize_eos_columns(df: pd.DataFrame) -> pd.DataFrame:\n",
|
| 141 |
+
" \"\"\"Normalize lifecycle CSV column names (case-insensitive) and create expected columns.\"\"\"\n",
|
| 142 |
+
" # Map various header spellings to canonical names used by the app\n",
|
| 143 |
+
" mapping = {}\n",
|
| 144 |
+
" for c in df.columns:\n",
|
| 145 |
+
" k = str(c).strip().lower().replace(\" \", \"_\")\n",
|
| 146 |
+
" if k in {\"sku\", \"model\", \"device\", \"device_sku\"}:\n",
|
| 147 |
+
" mapping[c] = \"sku\"\n",
|
| 148 |
+
" elif k in {\"manufacturer\", \"make\", \"vendor\"}:\n",
|
| 149 |
+
" mapping[c] = \"manufacturer\"\n",
|
| 150 |
+
" elif k in {\"device_type\", \"type\"}:\n",
|
| 151 |
+
" mapping[c] = \"device_type\"\n",
|
| 152 |
+
" elif k in {\"end_of_sale\", \"eos\", \"end_sale\", \"end_of_sales\"}:\n",
|
| 153 |
+
" mapping[c] = \"end_of_sale\"\n",
|
| 154 |
+
" elif k in {\"end_of_life\", \"eol\", \"end_life\"}:\n",
|
| 155 |
+
" mapping[c] = \"end_of_life\"\n",
|
| 156 |
+
" elif k in {\"suggested_replacement\", \"replacement_4g\", \"lte_replacement\", \"replacement_lte\", \"replacement\"}:\n",
|
| 157 |
+
" mapping[c] = \"suggested_replacement\"\n",
|
| 158 |
+
" elif k in {\"advanced_5g_option\", \"replacement_5g\", \"fiveg_replacement\", \"5g_replacement\", \"upgrade_5g\"}:\n",
|
| 159 |
+
" mapping[c] = \"advanced_5g_option\"\n",
|
| 160 |
+
" elif k in {\"region\", \"market\"}:\n",
|
| 161 |
+
" mapping[c] = \"region\"\n",
|
| 162 |
+
" elif k in {\"notes\", \"note\"}:\n",
|
| 163 |
+
" mapping[c] = \"notes\"\n",
|
| 164 |
+
" elif k in {\"description\", \"device_description\", \"name\"}:\n",
|
| 165 |
+
" mapping[c] = \"description\"\n",
|
| 166 |
+
"\n",
|
| 167 |
+
" df = df.rename(columns=mapping).copy()\n",
|
| 168 |
+
"\n",
|
| 169 |
+
" # Create expected columns if missing\n",
|
| 170 |
+
" if \"sku\" not in df.columns:\n",
|
| 171 |
+
" # Try the common capitalized header as a fallback\n",
|
| 172 |
+
" if \"SKU\" in df.columns:\n",
|
| 173 |
+
" df[\"sku\"] = df[\"SKU\"].astype(str)\n",
|
| 174 |
+
" else:\n",
|
| 175 |
+
" df[\"sku\"] = \"\"\n",
|
| 176 |
+
"\n",
|
| 177 |
+
" if \"manufacturer\" not in df.columns:\n",
|
| 178 |
+
" df[\"manufacturer\"] = \"\"\n",
|
| 179 |
+
"\n",
|
| 180 |
+
" if \"device_type\" not in df.columns:\n",
|
| 181 |
+
" df[\"device_type\"] = \"\"\n",
|
| 182 |
+
"\n",
|
| 183 |
+
" if \"description\" not in df.columns:\n",
|
| 184 |
+
" # If the simplified file removed description, use SKU as description (still searchable)\n",
|
| 185 |
+
" df[\"description\"] = df[\"sku\"].astype(str)\n",
|
| 186 |
+
"\n",
|
| 187 |
+
" if \"notes\" not in df.columns:\n",
|
| 188 |
+
" df[\"notes\"] = \"\"\n",
|
| 189 |
+
"\n",
|
| 190 |
+
" if \"region\" not in df.columns:\n",
|
| 191 |
+
" df[\"region\"] = \"\"\n",
|
| 192 |
+
"\n",
|
| 193 |
+
" if \"suggested_replacement\" not in df.columns:\n",
|
| 194 |
+
" df[\"suggested_replacement\"] = \"\"\n",
|
| 195 |
+
"\n",
|
| 196 |
+
" if \"advanced_5g_option\" not in df.columns:\n",
|
| 197 |
+
" df[\"advanced_5g_option\"] = \"\"\n",
|
| 198 |
+
"\n",
|
| 199 |
+
" if \"end_of_sale\" not in df.columns:\n",
|
| 200 |
+
" df[\"end_of_sale\"] = \"\"\n",
|
| 201 |
+
"\n",
|
| 202 |
+
" if \"end_of_life\" not in df.columns:\n",
|
| 203 |
+
" df[\"end_of_life\"] = \"\"\n",
|
| 204 |
+
"\n",
|
| 205 |
+
" return df\n",
|
| 206 |
+
"\n",
|
| 207 |
+
"df_eos = _canonize_eos_columns(df_eos)\n",
|
| 208 |
+
"\n",
|
| 209 |
+
"\n",
|
| 210 |
+
"def region_ok(x: Any) -> bool:\n",
|
| 211 |
+
" s = str(x or \"\").strip().lower()\n",
|
| 212 |
+
" if not s:\n",
|
| 213 |
+
" return True\n",
|
| 214 |
+
" if \"not specified\" in s:\n",
|
| 215 |
+
" return True\n",
|
| 216 |
+
" if \"north america\" in s:\n",
|
| 217 |
+
" return True\n",
|
| 218 |
+
" if re.search(r\"\\busa\\b\", s):\n",
|
| 219 |
+
" return True\n",
|
| 220 |
+
" if re.search(r\"\\bunited\\s+states\\b\", s):\n",
|
| 221 |
+
" return True\n",
|
| 222 |
+
" if re.search(r\"\\bu\\.?s\\.?\\b\", s):\n",
|
| 223 |
+
" return True\n",
|
| 224 |
+
" return False\n",
|
| 225 |
+
"\n",
|
| 226 |
+
"if \"region\" in df_eos.columns:\n",
|
| 227 |
+
" df_eos = df_eos[df_eos[\"region\"].apply(region_ok)].reset_index(drop=True)\n",
|
| 228 |
+
"\n",
|
| 229 |
+
"# Maker mapping (includes Teltonika)\n",
|
| 230 |
+
"CANON_MAKER = {\n",
|
| 231 |
+
" \"CRADLEPOINT\": {\"cradlepoint\", \"ericsson\", \"ericsson enterprise wireless\"},\n",
|
| 232 |
+
" \"SIERRA\": {\"sierra\", \"sierra wireless\", \"semtech\", \"airlink\"},\n",
|
| 233 |
+
" \"FEENEY\": {\"feeney\", \"feeney wireless\", \"inseego\"},\n",
|
| 234 |
+
" \"DIGI\": {\"digi\", \"accelerated\", \"accelerated concepts\"},\n",
|
| 235 |
+
" \"CISCO_MERAKI\": {\"meraki\", \"cisco meraki\"},\n",
|
| 236 |
+
" \"CISCO\": {\"cisco\"},\n",
|
| 237 |
+
" \"TELTONIKA\": {\"teltonika\"},\n",
|
| 238 |
+
"}\n",
|
| 239 |
+
"\n",
|
| 240 |
+
"def canon_maker_from_text(s: Any) -> str:\n",
|
| 241 |
+
" t = norm_text(s)\n",
|
| 242 |
+
" for canon, terms in CANON_MAKER.items():\n",
|
| 243 |
+
" for term in terms:\n",
|
| 244 |
+
" if term in t:\n",
|
| 245 |
+
" return canon\n",
|
| 246 |
+
" return \"UNKNOWN\"\n",
|
| 247 |
+
"\n",
|
| 248 |
+
"df_eos[\"_canon_make\"] = df_eos[\"manufacturer\"].apply(canon_maker_from_text) if \"manufacturer\" in df_eos.columns else \"UNKNOWN\"\n",
|
| 249 |
+
"df_eos[\"_norm_sku\"] = df_eos[\"sku\"].apply(norm_text) if \"sku\" in df_eos.columns else \"\"\n",
|
| 250 |
+
"df_eos[\"_norm_desc\"] = df_eos[\"description\"].apply(norm_text) if \"description\" in df_eos.columns else \"\"\n",
|
| 251 |
+
"df_eos[\"_norm_notes\"] = df_eos[\"notes\"].apply(norm_text) if \"notes\" in df_eos.columns else \"\"\n",
|
| 252 |
+
"\n",
|
| 253 |
+
"df_dec[\"_canon_make\"] = df_dec[\"Make\"].apply(canon_maker_from_text) if \"Make\" in df_dec.columns else \"UNKNOWN\"\n",
|
| 254 |
+
"df_dec[\"_norm_model\"] = df_dec[\"Model\"].apply(norm_text) if \"Model\" in df_dec.columns else \"\"\n",
|
| 255 |
+
"df_dec[\"_is5g\"] = df_dec[\"Modem Type\"].apply(is_5g) if \"Modem Type\" in df_dec.columns else False\n",
|
| 256 |
+
"\n",
|
| 257 |
+
"\n",
|
| 258 |
+
"# ============================\n",
|
| 259 |
+
"# Date helpers\n",
|
| 260 |
+
"# ============================\n",
|
| 261 |
+
"@dataclass\n",
|
| 262 |
+
"class ParsedDate:\n",
|
| 263 |
+
" raw: str\n",
|
| 264 |
+
" kind: str\n",
|
| 265 |
+
" value: Optional[date]\n",
|
| 266 |
+
"\n",
|
| 267 |
+
"def parse_date_field(x: Any) -> ParsedDate:\n",
|
| 268 |
+
" raw = str(x or \"\").strip()\n",
|
| 269 |
+
" if not raw:\n",
|
| 270 |
+
" return ParsedDate(raw=\"\", kind=\"missing\", value=None)\n",
|
| 271 |
+
"\n",
|
| 272 |
+
" # Common US formats: M/D/YY or M/D/YYYY (e.g., 6/24/24, 9/30/21)\n",
|
| 273 |
+
" for fmt in (\"%m/%d/%y\", \"%m/%d/%Y\", \"%-m/%-d/%y\", \"%-m/%-d/%Y\"):\n",
|
| 274 |
+
" try:\n",
|
| 275 |
+
" dt = datetime.strptime(raw, fmt).date()\n",
|
| 276 |
+
" return ParsedDate(raw=raw, kind=\"full\", value=dt)\n",
|
| 277 |
+
" except Exception:\n",
|
| 278 |
+
" pass\n",
|
| 279 |
+
"\n",
|
| 280 |
+
" # ISO-ish: YYYY\n",
|
| 281 |
+
" if re.fullmatch(r\"\\d{4}\", raw):\n",
|
| 282 |
+
" y = int(raw)\n",
|
| 283 |
+
" if y == TODAY.year:\n",
|
| 284 |
+
" return ParsedDate(raw=raw, kind=\"year\", value=date(y, 1, 1))\n",
|
| 285 |
+
" if y < TODAY.year:\n",
|
| 286 |
+
" return ParsedDate(raw=raw, kind=\"year\", value=date(y, 1, 1))\n",
|
| 287 |
+
" return ParsedDate(raw=raw, kind=\"year\", value=date(y, 12, 31))\n",
|
| 288 |
+
"\n",
|
| 289 |
+
" # YYYY-MM\n",
|
| 290 |
+
" if re.fullmatch(r\"\\d{4}-\\d{2}\", raw):\n",
|
| 291 |
+
" try:\n",
|
| 292 |
+
" y, m = raw.split(\"-\")\n",
|
| 293 |
+
" return ParsedDate(raw=raw, kind=\"year_month\", value=date(int(y), int(m), 1))\n",
|
| 294 |
+
" except Exception:\n",
|
| 295 |
+
" return ParsedDate(raw=raw, kind=\"bad\", value=None)\n",
|
| 296 |
+
"\n",
|
| 297 |
+
" # YYYY-MM-DD\n",
|
| 298 |
+
" if re.fullmatch(r\"\\d{4}-\\d{2}-\\d{2}\", raw):\n",
|
| 299 |
+
" try:\n",
|
| 300 |
+
" dt = datetime.strptime(raw, \"%Y-%m-%d\").date()\n",
|
| 301 |
+
" return ParsedDate(raw=raw, kind=\"full\", value=dt)\n",
|
| 302 |
+
" except Exception:\n",
|
| 303 |
+
" return ParsedDate(raw=raw, kind=\"bad\", value=None)\n",
|
| 304 |
+
"\n",
|
| 305 |
+
" # Last resort: leave as raw (unparsed)\n",
|
| 306 |
+
" return ParsedDate(raw=raw, kind=\"bad\", value=None)\n",
|
| 307 |
+
"\n",
|
| 308 |
+
" if re.fullmatch(r\"\\d{4}-\\d{2}-\\d{2}\", raw):\n",
|
| 309 |
+
" try:\n",
|
| 310 |
+
" dt = datetime.strptime(raw, \"%Y-%m-%d\").date()\n",
|
| 311 |
+
" return ParsedDate(raw=raw, kind=\"full\", value=dt)\n",
|
| 312 |
+
" except Exception:\n",
|
| 313 |
+
" return ParsedDate(raw=raw, kind=\"bad\", value=None)\n",
|
| 314 |
+
"\n",
|
| 315 |
+
" return ParsedDate(raw=raw, kind=\"bad\", value=None)\n",
|
| 316 |
+
"\n",
|
| 317 |
+
"def display_date(pd_: ParsedDate) -> str:\n",
|
| 318 |
+
" if pd_.kind == \"missing\":\n",
|
| 319 |
+
" return \"Not listed\"\n",
|
| 320 |
+
" if pd_.kind == \"bad\":\n",
|
| 321 |
+
" return pd_.raw or \"Not listed\"\n",
|
| 322 |
+
" return pd_.raw\n",
|
| 323 |
+
"\n",
|
| 324 |
+
"def status_from_eos_eol(eos: ParsedDate, eol: ParsedDate) -> str:\n",
|
| 325 |
+
" if eos.value is None and eol.value is None:\n",
|
| 326 |
+
" return \"Unknown\"\n",
|
| 327 |
+
" if eol.value is not None and eol.value <= TODAY:\n",
|
| 328 |
+
" return \"End of Life\"\n",
|
| 329 |
+
" if eos.value is not None and eos.value <= TODAY:\n",
|
| 330 |
+
" return \"End of Sale\"\n",
|
| 331 |
+
" return \"Active\"\n",
|
| 332 |
+
"\n",
|
| 333 |
+
"def row_to_dates_and_status(row: pd.Series) -> Tuple[str, str, str]:\n",
|
| 334 |
+
" eos = parse_date_field(row.get(\"end_of_sale\"))\n",
|
| 335 |
+
" eol = parse_date_field(row.get(\"end_of_life\"))\n",
|
| 336 |
+
" return display_date(eos), display_date(eol), status_from_eos_eol(eos, eol)\n",
|
| 337 |
+
"\n",
|
| 338 |
+
"\n",
|
| 339 |
+
"# ============================\n",
|
| 340 |
+
"# Embeddings + Parsec index\n",
|
| 341 |
+
"# ============================\n",
|
| 342 |
+
"embedder = SentenceTransformer(EMBED_MODEL_NAME)\n",
|
| 343 |
+
"\n",
|
| 344 |
+
"def extract_pdf_text_pages(path: str) -> List[str]:\n",
|
| 345 |
+
" doc = fitz.open(path)\n",
|
| 346 |
+
" return [doc[i].get_text(\"text\") for i in range(len(doc))]\n",
|
| 347 |
+
"\n",
|
| 348 |
+
"def build_parsec_cards(pages: List[str]) -> List[str]:\n",
|
| 349 |
+
" cards = []\n",
|
| 350 |
+
" for p in pages:\n",
|
| 351 |
+
" for m in re.finditer(r\"Standard\\s+SKU:\", p):\n",
|
| 352 |
+
" start = max(0, m.start() - PARSEC_CONTEXT_BEFORE)\n",
|
| 353 |
+
" end = min(len(p), m.start() + PARSEC_CONTEXT_AFTER)\n",
|
| 354 |
+
" c = p[start:end].strip()\n",
|
| 355 |
+
" if len(c) >= 200:\n",
|
| 356 |
+
" cards.append(c)\n",
|
| 357 |
+
" out, seen = [], set()\n",
|
| 358 |
+
" for c in cards:\n",
|
| 359 |
+
" h = hashlib.sha1(c.encode(\"utf-8\")).hexdigest()\n",
|
| 360 |
+
" if h not in seen:\n",
|
| 361 |
+
" seen.add(h); out.append(c)\n",
|
| 362 |
+
" return out\n",
|
| 363 |
+
"\n",
|
| 364 |
+
"parsec_cards = build_parsec_cards(extract_pdf_text_pages(PARSEC_PDF))\n",
|
| 365 |
+
"parsec_emb = embedder.encode(parsec_cards, batch_size=64, show_progress_bar=False, normalize_embeddings=True)\n",
|
| 366 |
+
"parsec_emb = np.asarray(parsec_emb, dtype=np.float32)\n",
|
| 367 |
+
"parsec_index = faiss.IndexFlatIP(parsec_emb.shape[1])\n",
|
| 368 |
+
"parsec_index.add(parsec_emb)\n",
|
| 369 |
+
"\n",
|
| 370 |
+
"\n",
|
| 371 |
+
"# ============================\n",
|
| 372 |
+
"# Device resolution\n",
|
| 373 |
+
"# ============================\n",
|
| 374 |
+
"def label_for_row(i: int) -> str:\n",
|
| 375 |
+
" r = df_eos.iloc[i]\n",
|
| 376 |
+
" return f\"{r.get('sku','')} — {r.get('manufacturer','')} — {r.get('description','')}\"[:220]\n",
|
| 377 |
+
"\n",
|
| 378 |
+
"EOS_LABELS = [label_for_row(i) for i in range(len(df_eos))]\n",
|
| 379 |
+
"EOS_CORPUS = []\n",
|
| 380 |
+
"for _, r in df_eos.iterrows():\n",
|
| 381 |
+
" EOS_CORPUS.append(\" \".join([r.get(\"_norm_sku\",\"\"), r.get(\"_canon_make\",\"\"), r.get(\"_norm_desc\",\"\"), r.get(\"_norm_notes\",\"\")]))\n",
|
| 382 |
+
"\n",
|
| 383 |
+
"def local_candidates(query: str, top_k: int = 6) -> List[Tuple[int, int, str]]:\n",
|
| 384 |
+
" q = norm_text(query)\n",
|
| 385 |
+
" hits = process.extract(q, EOS_CORPUS, scorer=fuzz.WRatio, limit=top_k)\n",
|
| 386 |
+
" return [(int(idx), int(score), EOS_LABELS[int(idx)]) for _, score, idx in hits]\n",
|
| 387 |
+
"\n",
|
| 388 |
+
"def gpt_choose_device(user_text: str, candidates: List[Tuple[int,int,str]]) -> Dict[str, Any]:\n",
|
| 389 |
+
" if client is None:\n",
|
| 390 |
+
" return {}\n",
|
| 391 |
+
" sys = \"Pick which router the user meant. Never invent. Return strict JSON only.\"\n",
|
| 392 |
+
" payload = {\n",
|
| 393 |
+
" \"user_input\": user_text,\n",
|
| 394 |
+
" \"candidates\": [{\"row_idx\": i, \"score\": s, \"label\": lbl} for (i,s,lbl) in candidates],\n",
|
| 395 |
+
" \"rules\": [\n",
|
| 396 |
+
" \"If one is clearly correct, return mode='ok' with row_idx.\",\n",
|
| 397 |
+
" \"If two are plausible, return mode='pick' with top 2 options.\"\n",
|
| 398 |
+
" ],\n",
|
| 399 |
+
" \"output_schema\": {\"mode\":\"ok|pick\",\"row_idx\":\"int\",\"options\":[{\"row_idx\":\"int\",\"label\":\"string\"}]}\n",
|
| 400 |
+
" }\n",
|
| 401 |
+
" return gpt_json(sys, payload, max_tokens=280)\n",
|
| 402 |
+
"\n",
|
| 403 |
+
"def resolve_device(user_text: str) -> Dict[str, Any]:\n",
|
| 404 |
+
" q = norm_text(user_text)\n",
|
| 405 |
+
" exact = df_eos.index[df_eos[\"_norm_sku\"] == q].tolist()\n",
|
| 406 |
+
" if len(exact) == 1:\n",
|
| 407 |
+
" return {\"mode\":\"ok\",\"row_idx\": int(exact[0])}\n",
|
| 408 |
+
" if len(exact) > 1:\n",
|
| 409 |
+
" opts = [{\"row_idx\": int(i), \"label\": EOS_LABELS[int(i)]} for i in exact[:2]]\n",
|
| 410 |
+
" return {\"mode\":\"pick\",\"options\": opts}\n",
|
| 411 |
+
"\n",
|
| 412 |
+
" cands = local_candidates(user_text, top_k=6)\n",
|
| 413 |
+
" if not cands:\n",
|
| 414 |
+
" return {\"mode\":\"not_found\"}\n",
|
| 415 |
+
"\n",
|
| 416 |
+
" if cands[0][1] >= 95 and (len(cands) == 1 or (cands[0][1] - cands[1][1]) >= 8):\n",
|
| 417 |
+
" return {\"mode\":\"ok\",\"row_idx\": cands[0][0]}\n",
|
| 418 |
+
"\n",
|
| 419 |
+
" g = gpt_choose_device(user_text, cands)\n",
|
| 420 |
+
" if g.get(\"mode\") == \"ok\" and isinstance(g.get(\"row_idx\"), int):\n",
|
| 421 |
+
" return {\"mode\":\"ok\",\"row_idx\": int(g[\"row_idx\"])}\n",
|
| 422 |
+
"\n",
|
| 423 |
+
" if g.get(\"mode\") == \"pick\":\n",
|
| 424 |
+
" opts = g.get(\"options\", []) or []\n",
|
| 425 |
+
" opts2 = [{\"row_idx\": int(o[\"row_idx\"]), \"label\": str(o[\"label\"])} for o in opts[:2] if \"row_idx\" in o]\n",
|
| 426 |
+
" if opts2:\n",
|
| 427 |
+
" return {\"mode\":\"pick\",\"options\": opts2}\n",
|
| 428 |
+
"\n",
|
| 429 |
+
" if len(cands) > 1:\n",
|
| 430 |
+
" return {\"mode\":\"pick\",\"options\":[{\"row_idx\":cands[0][0],\"label\":cands[0][2]},{\"row_idx\":cands[1][0],\"label\":cands[1][2]}]}\n",
|
| 431 |
+
" return {\"mode\":\"pick\",\"options\":[{\"row_idx\":cands[0][0],\"label\":cands[0][2]}]}\n",
|
| 432 |
+
"\n",
|
| 433 |
+
"\n",
|
| 434 |
+
"# ============================\n",
|
| 435 |
+
"# Replacements — lifecycle CSV source of truth\n",
|
| 436 |
+
"# ============================\n",
|
| 437 |
+
"def extract_model_token(text: str) -> str:\n",
|
| 438 |
+
" s = safe_str(text)\n",
|
| 439 |
+
" if not s:\n",
|
| 440 |
+
" return \"\"\n",
|
| 441 |
+
" parts = [p.strip() for p in s.split(\"|\") if p.strip()]\n",
|
| 442 |
+
" candidates = parts[::-1] if parts else [s]\n",
|
| 443 |
+
" for cand in candidates:\n",
|
| 444 |
+
" m = re.search(r\"\\bRUT[A-Z]?\\d{2,4}\\b\", cand.upper())\n",
|
| 445 |
+
" if m:\n",
|
| 446 |
+
" return m.group(0).upper()\n",
|
| 447 |
+
" m = re.search(r\"\\bIX\\d{2}\\b\", cand, flags=re.IGNORECASE)\n",
|
| 448 |
+
" if m:\n",
|
| 449 |
+
" return m.group(0).upper()\n",
|
| 450 |
+
" m = re.search(r\"\\b(R\\d{3,4}|E\\d{3,4}|S\\d{3,4})\\b\", cand, flags=re.IGNORECASE)\n",
|
| 451 |
+
" if m:\n",
|
| 452 |
+
" return m.group(0).upper()\n",
|
| 453 |
+
" m = re.search(r\"\\b[A-Z]{1,6}\\d{2,4}[A-Z]?\\b\", cand.upper())\n",
|
| 454 |
+
" if m:\n",
|
| 455 |
+
" return m.group(0).upper()\n",
|
| 456 |
+
" return candidates[0][:60]\n",
|
| 457 |
+
"\n",
|
| 458 |
+
"def device_is_4g(row: pd.Series) -> bool:\n",
|
| 459 |
+
" # Detect LTE/4G even when the description uses \"Cat 4 / Cat6 / Cat 12\" without saying \"LTE\"\n",
|
| 460 |
+
" t = norm_text(row.get(\"description\",\"\")) + \" \" + norm_text(row.get(\"notes\",\"\")) + \" \" + norm_text(row.get(\"sku\",\"\"))\n",
|
| 461 |
+
"\n",
|
| 462 |
+
" # If it explicitly says 5G/NR, treat as not 4G-only\n",
|
| 463 |
+
" if (\"5g\" in t) or (\"nr\" in t):\n",
|
| 464 |
+
" return False\n",
|
| 465 |
+
"\n",
|
| 466 |
+
" # Classic signals\n",
|
| 467 |
+
" if (\"lte\" in t) or (\"4g\" in t):\n",
|
| 468 |
+
" return True\n",
|
| 469 |
+
"\n",
|
| 470 |
+
" # LTE category signals (Cat 1..20 are LTE categories; Cat M1/M2 are LTE-M)\n",
|
| 471 |
+
" if re.search(r\"\\bcat\\s*[-]?\\s*(m1|m2)\\b\", t):\n",
|
| 472 |
+
" return True\n",
|
| 473 |
+
"\n",
|
| 474 |
+
" m = re.search(r\"\\bcat\\s*[-]?\\s*(\\d{1,2})\\b\", t)\n",
|
| 475 |
+
" if m:\n",
|
| 476 |
+
" try:\n",
|
| 477 |
+
" cat = int(m.group(1))\n",
|
| 478 |
+
" if 0 < cat <= 20:\n",
|
| 479 |
+
" return True\n",
|
| 480 |
+
" except Exception:\n",
|
| 481 |
+
" pass\n",
|
| 482 |
+
"\n",
|
| 483 |
+
" # If \"cat\" appears at all, it's almost always LTE-family\n",
|
| 484 |
+
" if \"cat\" in t:\n",
|
| 485 |
+
" return True\n",
|
| 486 |
+
"\n",
|
| 487 |
+
" return False\n",
|
| 488 |
+
"\n",
|
| 489 |
+
" # If it explicitly says 5G/NR, treat as not 4G-only\n",
|
| 490 |
+
" if (\"5g\" in t) or (\"nr\" in t):\n",
|
| 491 |
+
" return False\n",
|
| 492 |
+
"\n",
|
| 493 |
+
" # Classic signals\n",
|
| 494 |
+
" if (\"lte\" in t) or (\"4g\" in t):\n",
|
| 495 |
+
" return True\n",
|
| 496 |
+
"\n",
|
| 497 |
+
" # LTE category signals (Cat 1..20 are LTE categories; Cat M1/M2 are LTE-M)\n",
|
| 498 |
+
" if re.search(r\"\\bcat\\s*[-]?\\s*(m1|m2)\\b\", t):\n",
|
| 499 |
+
" return True\n",
|
| 500 |
+
"\n",
|
| 501 |
+
" m = re.search(r\"\\bcat\\s*[-]?\\s*(\\d{1,2})\\b\", t)\n",
|
| 502 |
+
" if m:\n",
|
| 503 |
+
" try:\n",
|
| 504 |
+
" cat = int(m.group(1))\n",
|
| 505 |
+
" if 0 < cat <= 20:\n",
|
| 506 |
+
" return True\n",
|
| 507 |
+
" except Exception:\n",
|
| 508 |
+
" pass\n",
|
| 509 |
+
"\n",
|
| 510 |
+
" # If \"cat\" appears at all, it's almost always LTE-family\n",
|
| 511 |
+
" if \"cat\" in t:\n",
|
| 512 |
+
" return True\n",
|
| 513 |
+
"\n",
|
| 514 |
+
" return False\n",
|
| 515 |
+
"\n",
|
| 516 |
+
"\n",
|
| 517 |
+
"def candidate_5g_models_from_lifecycle(manufacturer: str) -> List[str]:\n",
|
| 518 |
+
" mfr = norm_text(manufacturer)\n",
|
| 519 |
+
" pool = df_eos[df_eos[\"manufacturer\"].astype(str).str.lower().eq(mfr)].copy() if \"manufacturer\" in df_eos.columns else df_eos.copy()\n",
|
| 520 |
+
" vals = pool[\"advanced_5g_option\"].tolist() if \"advanced_5g_option\" in pool.columns else []\n",
|
| 521 |
+
" out, seen = [], set()\n",
|
| 522 |
+
" for v in vals:\n",
|
| 523 |
+
" tok = extract_model_token(v)\n",
|
| 524 |
+
" if tok and tok.lower() != \"nan\" and tok not in seen:\n",
|
| 525 |
+
" seen.add(tok); out.append(tok)\n",
|
| 526 |
+
" return out\n",
|
| 527 |
+
"\n",
|
| 528 |
+
"def candidate_4g_models_from_lifecycle(manufacturer: str) -> List[str]:\n",
|
| 529 |
+
" mfr = norm_text(manufacturer)\n",
|
| 530 |
+
" pool = df_eos[df_eos[\"manufacturer\"].astype(str).str.lower().eq(mfr)].copy() if \"manufacturer\" in df_eos.columns else df_eos.copy()\n",
|
| 531 |
+
" vals = pool[\"suggested_replacement\"].tolist() if \"suggested_replacement\" in pool.columns else []\n",
|
| 532 |
+
" out, seen = [], set()\n",
|
| 533 |
+
" for v in vals:\n",
|
| 534 |
+
" tok = extract_model_token(v)\n",
|
| 535 |
+
" if tok and tok.lower() != \"nan\" and tok not in seen:\n",
|
| 536 |
+
" seen.add(tok); out.append(tok)\n",
|
| 537 |
+
" return out\n",
|
| 538 |
+
"\n",
|
| 539 |
+
"def gpt_pick_from_candidates(old_row: pd.Series, candidates: List[str], need: str) -> str:\n",
|
| 540 |
+
" if client is None or not candidates:\n",
|
| 541 |
+
" return \"\"\n",
|
| 542 |
+
" sys = \"Pick the best replacement model. Choose only from candidates. Return strict JSON only.\"\n",
|
| 543 |
+
" payload = {\n",
|
| 544 |
+
" \"old_device\": {\n",
|
| 545 |
+
" \"sku\": str(old_row.get(\"sku\",\"\")),\n",
|
| 546 |
+
" \"manufacturer\": str(old_row.get(\"manufacturer\",\"\")),\n",
|
| 547 |
+
" \"description\": str(old_row.get(\"description\",\"\")),\n",
|
| 548 |
+
" \"need\": need,\n",
|
| 549 |
+
" },\n",
|
| 550 |
+
" \"candidates\": candidates[:40],\n",
|
| 551 |
+
" \"output_schema\": {\"choice\":\"string\"}\n",
|
| 552 |
+
" }\n",
|
| 553 |
+
" out = gpt_json(sys, payload, max_tokens=240) or {}\n",
|
| 554 |
+
" choice = str(out.get(\"choice\",\"\") or \"\").strip()\n",
|
| 555 |
+
" return choice if choice in candidates else \"\"\n",
|
| 556 |
+
"\n",
|
| 557 |
+
"def fallback_5g_from_dec(canon_make: str) -> str:\n",
|
| 558 |
+
" pool5 = df_dec[(df_dec[\"_canon_make\"] == canon_make) & (df_dec[\"_is5g\"] == True)]\n",
|
| 559 |
+
" return str(pool5.iloc[0][\"Model\"]).strip() if not pool5.empty else \"\"\n",
|
| 560 |
+
"\n",
|
| 561 |
+
"def pick_replacements_lifecycle(row: pd.Series, status: str, use_gpt: bool = True) -> Dict[str, Any]:\n",
|
| 562 |
+
" canon = str(row.get(\"_canon_make\",\"UNKNOWN\"))\n",
|
| 563 |
+
" manufacturer = str(row.get(\"manufacturer\",\"\") or \"\")\n",
|
| 564 |
+
"\n",
|
| 565 |
+
" sug_raw = safe_str(row.get(\"suggested_replacement\",\"\"))\n",
|
| 566 |
+
" adv_raw = safe_str(row.get(\"advanced_5g_option\",\"\"))\n",
|
| 567 |
+
"\n",
|
| 568 |
+
" has_4g_alt = bool(sug_raw.strip())\n",
|
| 569 |
+
" has_5g_alt = bool(adv_raw.strip())\n",
|
| 570 |
+
"\n",
|
| 571 |
+
" # Treat as 4G if the description indicates LTE OR lifecycle provides a 4G suggested replacement\n",
|
| 572 |
+
" is_4g = device_is_4g(row) or has_4g_alt\n",
|
| 573 |
+
"\n",
|
| 574 |
+
" # Provide 5G option if the unit is 4G, EOS/EOL, or lifecycle explicitly provides advanced_5g_option\n",
|
| 575 |
+
" want_5g = is_4g or (status in {\"End of Sale\",\"End of Life\"}) or has_5g_alt\n",
|
| 576 |
+
"\n",
|
| 577 |
+
" # 4G alternative: show whenever lifecycle provides it (or device appears 4G)\n",
|
| 578 |
+
" repl_4g = \"Not applicable\"\n",
|
| 579 |
+
" if is_4g or has_4g_alt:\n",
|
| 580 |
+
" repl_4g = extract_model_token(sug_raw)\n",
|
| 581 |
+
" if not repl_4g:\n",
|
| 582 |
+
" cand4 = candidate_4g_models_from_lifecycle(manufacturer)\n",
|
| 583 |
+
" repl_4g = (gpt_pick_from_candidates(row, cand4, \"4G alternative\") if (use_gpt and client) else \"\") or (cand4[0] if cand4 else \"\")\n",
|
| 584 |
+
" if not repl_4g:\n",
|
| 585 |
+
" repl_4g = \"Not applicable\"\n",
|
| 586 |
+
"\n",
|
| 587 |
+
" # 5G replacement: prefer lifecycle advanced_5g_option whenever present\n",
|
| 588 |
+
" repl_5g = \"Not listed\"\n",
|
| 589 |
+
" if want_5g:\n",
|
| 590 |
+
" repl_5g = extract_model_token(adv_raw)\n",
|
| 591 |
+
" if not repl_5g:\n",
|
| 592 |
+
" cand5 = candidate_5g_models_from_lifecycle(manufacturer)\n",
|
| 593 |
+
" repl_5g = (gpt_pick_from_candidates(row, cand5, \"5G replacement/upgrade\") if (use_gpt and client) else \"\") or (cand5[0] if cand5 else \"\")\n",
|
| 594 |
+
" if not repl_5g:\n",
|
| 595 |
+
" repl_5g = fallback_5g_from_dec(canon) or \"Not listed\"\n",
|
| 596 |
+
"\n",
|
| 597 |
+
" if repl_5g.lower() == \"nan\":\n",
|
| 598 |
+
" repl_5g = \"Not listed\"\n",
|
| 599 |
+
"\n",
|
| 600 |
+
" return {\"repl_4g\": repl_4g, \"repl_5g\": repl_5g, \"sources\": [\"lifecycle_csv\"] + ([\"gpt\"] if (use_gpt and client) else [])}\n",
|
| 601 |
+
"\n",
|
| 602 |
+
"\n",
|
| 603 |
+
"# ============================\n",
|
| 604 |
+
"# Antennas (Parsec-only)\n",
|
| 605 |
+
"# ============================\n",
|
| 606 |
+
"PARSEC_FAMILY_WORDS = {\"chinook\",\"labrador\",\"boxer\",\"bloodhound\",\"husky\",\"beagle\",\"mastiff\",\"collie\",\"shepherd\",\"belgian\",\"australian\",\"terrier\",\"pyrenees\"}\n",
|
| 607 |
+
"BAD_NAME_MARKERS = {\"customization\",\"standard connectors\",\"connectors\",\"features\",\"benefits\",\"specifications\",\"mechanical\",\"electrical\",\"mounting\",\"accessories\",\"description:\",\"standard sku\"}\n",
|
| 608 |
+
"\n",
|
| 609 |
+
"def clean_line(s: str) -> str:\n",
|
| 610 |
+
" s = re.sub(r\"\\s+\", \" \", str(s or \"\").strip())\n",
|
| 611 |
+
" if re.fullmatch(r\"-[a-z0-9]+\", s.lower()):\n",
|
| 612 |
+
" return \"\"\n",
|
| 613 |
+
" return s\n",
|
| 614 |
+
"\n",
|
| 615 |
+
"def is_bad_name_line(line: str) -> bool:\n",
|
| 616 |
+
" low = line.lower()\n",
|
| 617 |
+
" if any(m in low for m in BAD_NAME_MARKERS):\n",
|
| 618 |
+
" return True\n",
|
| 619 |
+
" if re.search(r\"\\b-[a-z0-9]{1,4}\\b\", low) and len(low) <= 25:\n",
|
| 620 |
+
" return True\n",
|
| 621 |
+
" return False\n",
|
| 622 |
+
"\n",
|
| 623 |
+
"def family_from_line(line: str) -> str:\n",
|
| 624 |
+
" low = line.lower()\n",
|
| 625 |
+
" for fam in PARSEC_FAMILY_WORDS:\n",
|
| 626 |
+
" if fam in low:\n",
|
| 627 |
+
" return fam.capitalize()\n",
|
| 628 |
+
" return \"\"\n",
|
| 629 |
+
"\n",
|
| 630 |
+
"def parsec_connectors_from_card(t: str) -> str:\n",
|
| 631 |
+
" m = re.search(r\"Standard\\s+Connectors:\\s*(.+)\", t, flags=re.IGNORECASE)\n",
|
| 632 |
+
" if m:\n",
|
| 633 |
+
" return re.sub(r\"\\s+\", \" \", m.group(1).strip())[:80]\n",
|
| 634 |
+
" return \"\"\n",
|
| 635 |
+
"\n",
|
| 636 |
+
"def parsec_mounts_from_card(t: str) -> List[str]:\n",
|
| 637 |
+
" mounts = []\n",
|
| 638 |
+
" for m in re.finditer(r\"Mount:\\s*(.+)\", t, flags=re.IGNORECASE):\n",
|
| 639 |
+
" val = re.sub(r\"\\s+\", \" \", m.group(1).strip())\n",
|
| 640 |
+
" parts = [p.strip().lower() for p in val.split(\",\") if p.strip()]\n",
|
| 641 |
+
" mounts.extend(parts)\n",
|
| 642 |
+
" out = []\n",
|
| 643 |
+
" seen = set()\n",
|
| 644 |
+
" for x in mounts:\n",
|
| 645 |
+
" if x not in seen:\n",
|
| 646 |
+
" seen.add(x); out.append(x)\n",
|
| 647 |
+
" return out\n",
|
| 648 |
+
"\n",
|
| 649 |
+
"def parsec_name_from_card(card_text: str) -> str:\n",
|
| 650 |
+
" lines = [clean_line(ln) for ln in str(card_text or \"\").splitlines()]\n",
|
| 651 |
+
" lines = [ln for ln in lines if ln]\n",
|
| 652 |
+
"\n",
|
| 653 |
+
" for ln in lines:\n",
|
| 654 |
+
" if is_bad_name_line(ln):\n",
|
| 655 |
+
" continue\n",
|
| 656 |
+
" fam = family_from_line(ln)\n",
|
| 657 |
+
" if fam:\n",
|
| 658 |
+
" return fam\n",
|
| 659 |
+
"\n",
|
| 660 |
+
" sku_i = None\n",
|
| 661 |
+
" for i, ln in enumerate(lines):\n",
|
| 662 |
+
" if \"standard sku\" in ln.lower():\n",
|
| 663 |
+
" sku_i = i\n",
|
| 664 |
+
" break\n",
|
| 665 |
+
" if sku_i is not None:\n",
|
| 666 |
+
" window = lines[max(0, sku_i - 12):sku_i]\n",
|
| 667 |
+
" for ln in reversed(window):\n",
|
| 668 |
+
" if is_bad_name_line(ln):\n",
|
| 669 |
+
" continue\n",
|
| 670 |
+
" if 3 <= len(ln) <= 40 and re.search(r\"[A-Za-z]\", ln):\n",
|
| 671 |
+
" return ln.split()[0].capitalize()\n",
|
| 672 |
+
"\n",
|
| 673 |
+
" return \"Parsec antenna\"\n",
|
| 674 |
+
"\n",
|
| 675 |
+
"def parsec_part_from_card(t: str) -> str:\n",
|
| 676 |
+
" m = re.search(r\"Standard\\s+SKU:\\s*([A-Z0-9]+)\", t)\n",
|
| 677 |
+
" return m.group(1).strip() if m else \"\"\n",
|
| 678 |
+
"\n",
|
| 679 |
+
"def parsec_desc_from_card(t: str) -> str:\n",
|
| 680 |
+
" m = re.search(r\"Description:\\s*(.+?)(?:\\n|$)\", t, flags=re.IGNORECASE)\n",
|
| 681 |
+
" return re.sub(r\"\\s+\",\" \",m.group(1).strip())[:220] if m else \"\"\n",
|
| 682 |
+
"\n",
|
| 683 |
+
"def parsec_retrieve(query: str, top_k: int = 12) -> List[Dict[str, Any]]:\n",
|
| 684 |
+
" qv = embedder.encode([query], normalize_embeddings=True)\n",
|
| 685 |
+
" qv = np.asarray(qv, dtype=np.float32)\n",
|
| 686 |
+
" scores, ids = parsec_index.search(qv, top_k)\n",
|
| 687 |
+
" out: List[Dict[str, Any]] = []\n",
|
| 688 |
+
" for sc, i in zip(scores[0].tolist(), ids[0].tolist()):\n",
|
| 689 |
+
" if 0 <= int(i) < len(parsec_cards):\n",
|
| 690 |
+
" card = parsec_cards[int(i)]\n",
|
| 691 |
+
" out.append({\n",
|
| 692 |
+
" \"score\": float(sc),\n",
|
| 693 |
+
" \"name\": parsec_name_from_card(card),\n",
|
| 694 |
+
" \"part_number\": parsec_part_from_card(card),\n",
|
| 695 |
+
" \"description\": parsec_desc_from_card(card),\n",
|
| 696 |
+
" \"connectors\": parsec_connectors_from_card(card),\n",
|
| 697 |
+
" \"mounts\": parsec_mounts_from_card(card),\n",
|
| 698 |
+
" \"_card\": card.lower(),\n",
|
| 699 |
+
" })\n",
|
| 700 |
+
" return out\n",
|
| 701 |
+
"\n",
|
| 702 |
+
"def choose_best_parsec(cands: List[Dict[str, Any]], mode: str) -> Dict[str, Any]:\n",
|
| 703 |
+
" best = None\n",
|
| 704 |
+
" best_score = -1e9\n",
|
| 705 |
+
"\n",
|
| 706 |
+
" for c in cands:\n",
|
| 707 |
+
" card = c.get(\"_card\",\"\")\n",
|
| 708 |
+
" mounts = c.get(\"mounts\", []) or []\n",
|
| 709 |
+
" score = float(c.get(\"score\", 0.0))\n",
|
| 710 |
+
"\n",
|
| 711 |
+
" if \"omni\" in card:\n",
|
| 712 |
+
" score += 0.6\n",
|
| 713 |
+
" if \"directional\" in card:\n",
|
| 714 |
+
" score -= 1.5\n",
|
| 715 |
+
"\n",
|
| 716 |
+
" if mode == \"vehicle\":\n",
|
| 717 |
+
" if any(\"magnetic\" in m for m in mounts):\n",
|
| 718 |
+
" score += 3.0\n",
|
| 719 |
+
" if any(\"through\" in m for m in mounts):\n",
|
| 720 |
+
" score += 2.0\n",
|
| 721 |
+
" if any(\"wall\" in m for m in mounts) or any(\"pole\" in m for m in mounts):\n",
|
| 722 |
+
" score -= 1.2\n",
|
| 723 |
+
" if \"app: fixed\" in card and \"mobile\" not in card:\n",
|
| 724 |
+
" score -= 2.0\n",
|
| 725 |
+
"\n",
|
| 726 |
+
" if mode == \"stationary\":\n",
|
| 727 |
+
" if any(\"wall\" in m for m in mounts):\n",
|
| 728 |
+
" score += 2.0\n",
|
| 729 |
+
" if any(\"pole\" in m for m in mounts):\n",
|
| 730 |
+
" score += 1.8\n",
|
| 731 |
+
"\n",
|
| 732 |
+
" if score > best_score:\n",
|
| 733 |
+
" best_score = score\n",
|
| 734 |
+
" best = c\n",
|
| 735 |
+
"\n",
|
| 736 |
+
" if not best:\n",
|
| 737 |
+
" return {\"name\":\"Parsec antenna\",\"part_number\":\"\",\"description\":\"\",\"connectors\":\"\",\"mounts\":[]}\n",
|
| 738 |
+
"\n",
|
| 739 |
+
" best = dict(best)\n",
|
| 740 |
+
" best.pop(\"_card\", None)\n",
|
| 741 |
+
" return best\n",
|
| 742 |
+
"\n",
|
| 743 |
+
"\n",
|
| 744 |
+
"def infer_mimo_for_5g(model: str, canon_make: str) -> str:\n",
|
| 745 |
+
" \"\"\"Best-effort MIMO guess for antenna selection (2x2 vs 4x4).\"\"\"\n",
|
| 746 |
+
" # If model is unknown, default to 2x2 (safer ordering)\n",
|
| 747 |
+
" if not model or model in {\"Not applicable\", \"Not listed\"}:\n",
|
| 748 |
+
" return \"2x2\"\n",
|
| 749 |
+
"\n",
|
| 750 |
+
" # If the model name hints 5G, lean 4x4\n",
|
| 751 |
+
" if \"5g\" in model.lower() or model.upper().startswith((\"R\", \"E\", \"S\", \"IX\", \"RUTM\")):\n",
|
| 752 |
+
" default = \"4x4\"\n",
|
| 753 |
+
" else:\n",
|
| 754 |
+
" default = \"2x2\"\n",
|
| 755 |
+
"\n",
|
| 756 |
+
" # Use dec2025routers.csv if we can match the model under the same maker family\n",
|
| 757 |
+
" try:\n",
|
| 758 |
+
" pool = df_dec[df_dec[\"_canon_make\"] == canon_make].copy()\n",
|
| 759 |
+
" if pool.empty:\n",
|
| 760 |
+
" return default\n",
|
| 761 |
+
" hit = process.extractOne(norm_text(model), pool[\"_norm_model\"].tolist(), scorer=fuzz.WRatio)\n",
|
| 762 |
+
" if not hit or hit[1] < MATCH_OK:\n",
|
| 763 |
+
" return default\n",
|
| 764 |
+
" row = pool.iloc[int(hit[2])]\n",
|
| 765 |
+
" txt2 = (str(row.get(\"Antennas (internal/external/both)\", \"\")) + \" \" + str(row.get(\"Modem Type\", \"\")) + \" \" + str(row.get(\"Special notes\",\"\"))).lower()\n",
|
| 766 |
+
" if \"4x4\" in txt2 or \"4 x 4\" in txt2 or \"4x 4\" in txt2:\n",
|
| 767 |
+
" return \"4x4\"\n",
|
| 768 |
+
" if \"2x2\" in txt2 or \"2 x 2\" in txt2:\n",
|
| 769 |
+
" return \"2x2\"\n",
|
| 770 |
+
" # If modem type includes 5G, lean 4x4\n",
|
| 771 |
+
" if \"5g\" in txt2 or \"nr\" in txt2:\n",
|
| 772 |
+
" return \"4x4\"\n",
|
| 773 |
+
" return default\n",
|
| 774 |
+
" except Exception:\n",
|
| 775 |
+
" return default\n",
|
| 776 |
+
"\n",
|
| 777 |
+
"def antenna_options_for(router_model: str, tech: str, mimo: str) -> Dict[str, Any]:\n",
|
| 778 |
+
" q_stationary = f\"{router_model} {tech} {mimo} omni stationary pole wall fixed site Parsec\"\n",
|
| 779 |
+
" q_vehicle = f\"{router_model} {tech} {mimo} omni vehicle mobile magnetic through-bolt Parsec\"\n",
|
| 780 |
+
"\n",
|
| 781 |
+
" cand_stationary = parsec_retrieve(q_stationary, top_k=12)\n",
|
| 782 |
+
" cand_vehicle = parsec_retrieve(q_vehicle, top_k=12)\n",
|
| 783 |
+
"\n",
|
| 784 |
+
" s = choose_best_parsec(cand_stationary, mode=\"stationary\")\n",
|
| 785 |
+
" v = choose_best_parsec(cand_vehicle, mode=\"vehicle\")\n",
|
| 786 |
+
"\n",
|
| 787 |
+
" s.update({\"mimo\": mimo, \"why\": \"Stationary omni best match.\"})\n",
|
| 788 |
+
" v.update({\"mimo\": mimo, \"why\": \"Vehicle omni best match.\"})\n",
|
| 789 |
+
"\n",
|
| 790 |
+
" return {\"stationary_omni\": s, \"vehicle_omni\": v, \"sources\":[\"parsec_rag\"]}\n",
|
| 791 |
+
"\n",
|
| 792 |
+
"\n",
|
| 793 |
+
"# ============================\n",
|
| 794 |
+
"# Install-ready checklist\n",
|
| 795 |
+
"# ============================\n",
|
| 796 |
+
"def install_ready_checklist(current_sku: str, repl: Dict[str,Any], ant: Dict[str,Any]) -> str:\n",
|
| 797 |
+
" st = ant.get(\"stationary_omni\", {})\n",
|
| 798 |
+
" vh = ant.get(\"vehicle_omni\", {})\n",
|
| 799 |
+
" if client is not None:\n",
|
| 800 |
+
" sys = \"Create a short, install-ready checklist for a Verizon rep. Return markdown only.\"\n",
|
| 801 |
+
" payload = {\"current_device\": current_sku, \"replacements\": repl, \"antennas\": {\"stationary\": st, \"vehicle\": vh}}\n",
|
| 802 |
+
" resp = client.responses.create(\n",
|
| 803 |
+
" model=OPENAI_MODEL,\n",
|
| 804 |
+
" reasoning=OPENAI_REASONING,\n",
|
| 805 |
+
" input=[{\"role\":\"system\",\"content\":sys},{\"role\":\"user\",\"content\":json.dumps(payload)}],\n",
|
| 806 |
+
" max_output_tokens=520,\n",
|
| 807 |
+
" )\n",
|
| 808 |
+
" return (getattr(resp, \"output_text\", \"\") or \"\").strip()\n",
|
| 809 |
+
" return \"\\n\".join([\n",
|
| 810 |
+
" \"### Install-ready checklist\",\n",
|
| 811 |
+
" f\"- Current device: {current_sku}\",\n",
|
| 812 |
+
" f\"- 5G replacement: {repl.get('repl_5g','')}\",\n",
|
| 813 |
+
" f\"- 4G alternative: {repl.get('repl_4g','Not applicable')}\",\n",
|
| 814 |
+
" f\"- Stationary omni antenna: {st.get('name','')} (PN {st.get('part_number','')})\",\n",
|
| 815 |
+
" f\"- Vehicle omni antenna: {vh.get('name','')} (PN {vh.get('part_number','')})\",\n",
|
| 816 |
+
" \"- Next steps: confirm mounting + cable lengths + power; place order; schedule install.\",\n",
|
| 817 |
+
" ])\n",
|
| 818 |
+
"\n",
|
| 819 |
+
"\n",
|
| 820 |
+
"# ============================\n",
|
| 821 |
+
"# Batch mode (NO GPT)\n",
|
| 822 |
+
"# ============================\n",
|
| 823 |
+
"def parse_batch_inputs(text_blob: str, file_obj: Any) -> List[str]:\n",
|
| 824 |
+
" items: List[str] = []\n",
|
| 825 |
+
" if file_obj is not None:\n",
|
| 826 |
+
" try:\n",
|
| 827 |
+
" path = file_obj.name if hasattr(file_obj, \"name\") else str(file_obj)\n",
|
| 828 |
+
" df = pd.read_csv(path)\n",
|
| 829 |
+
" col = df.columns[0]\n",
|
| 830 |
+
" items.extend([str(x).strip() for x in df[col].tolist() if str(x).strip()])\n",
|
| 831 |
+
" except Exception:\n",
|
| 832 |
+
" pass\n",
|
| 833 |
+
" if text_blob:\n",
|
| 834 |
+
" for ln in str(text_blob).splitlines():\n",
|
| 835 |
+
" ln = ln.strip()\n",
|
| 836 |
+
" if ln:\n",
|
| 837 |
+
" items.append(ln)\n",
|
| 838 |
+
" seen=set()\n",
|
| 839 |
+
" out=[]\n",
|
| 840 |
+
" for x in items:\n",
|
| 841 |
+
" k=norm_text(x)\n",
|
| 842 |
+
" if k and k not in seen:\n",
|
| 843 |
+
" seen.add(k); out.append(x)\n",
|
| 844 |
+
" return out\n",
|
| 845 |
+
"\n",
|
| 846 |
+
"def run_batch(text_blob: str, file_obj: Any, include_antennas: bool):\n",
|
| 847 |
+
" inputs = parse_batch_inputs(text_blob, file_obj)\n",
|
| 848 |
+
" if not inputs:\n",
|
| 849 |
+
" return \"\", None, None, \"\"\n",
|
| 850 |
+
"\n",
|
| 851 |
+
" rows=[]\n",
|
| 852 |
+
" for item in inputs:\n",
|
| 853 |
+
" res = resolve_device(item)\n",
|
| 854 |
+
" if res.get(\"mode\") != \"ok\":\n",
|
| 855 |
+
" rows.append({\"Input\": item, \"Matched\":\"\", \"Status\":\"Needs review\", \"EOS\":\"\", \"EOL\":\"\", \"4G alternative\":\"\", \"5G replacement\":\"\", \"Notes\":\"Not found/ambiguous\"})\n",
|
| 856 |
+
" continue\n",
|
| 857 |
+
"\n",
|
| 858 |
+
" life_row = df_eos.iloc[int(res[\"row_idx\"])]\n",
|
| 859 |
+
" eos, eol, status = row_to_dates_and_status(life_row)\n",
|
| 860 |
+
" repl = pick_replacements_lifecycle(life_row, status, use_gpt=False)\n",
|
| 861 |
+
"\n",
|
| 862 |
+
" rows.append({\n",
|
| 863 |
+
" \"Input\": item,\n",
|
| 864 |
+
" \"Matched\": str(life_row.get(\"sku\",\"\")),\n",
|
| 865 |
+
" \"Status\": status,\n",
|
| 866 |
+
" \"EOS\": eos,\n",
|
| 867 |
+
" \"EOL\": eol,\n",
|
| 868 |
+
" \"4G alternative\": repl.get(\"repl_4g\",\"\"),\n",
|
| 869 |
+
" \"5G replacement\": repl.get(\"repl_5g\",\"\"),\n",
|
| 870 |
+
" \"Notes\": \"\",\n",
|
| 871 |
+
" })\n",
|
| 872 |
+
"\n",
|
| 873 |
+
" out_df = pd.DataFrame(rows)\n",
|
| 874 |
+
" counts = out_df[\"Status\"].value_counts(dropna=False).to_dict()\n",
|
| 875 |
+
" top_5g = out_df[\"5G replacement\"].value_counts(dropna=False).head(5).to_dict()\n",
|
| 876 |
+
" summary = f\"Rows: {len(out_df)} | \" + \" | \".join([f\"{k}: {v}\" for k,v in counts.items()])\n",
|
| 877 |
+
" rollup = \"Top 5G recommendations:\\n\" + \"\\n\".join([f\"- {k}: {v}\" for k,v in top_5g.items() if str(k).strip()])\n",
|
| 878 |
+
"\n",
|
| 879 |
+
" tmp = tempfile.NamedTemporaryFile(delete=False, suffix=\".csv\")\n",
|
| 880 |
+
" out_df.to_csv(tmp.name, index=False)\n",
|
| 881 |
+
"\n",
|
| 882 |
+
" return summary, out_df, tmp.name, rollup\n",
|
| 883 |
+
"\n",
|
| 884 |
+
"\n",
|
| 885 |
+
"# ============================\n",
|
| 886 |
+
"# Output\n",
|
| 887 |
+
"# ============================\n",
|
| 888 |
+
"def assemble_output(life_row: pd.Series, status: str, eos: str, eol: str, repl: Dict[str,Any], ant: Dict[str,Any]) -> str:\n",
|
| 889 |
+
" current_name = f\"{life_row.get('sku','')} — {life_row.get('description','')}\".strip(\" —\")\n",
|
| 890 |
+
" st = ant.get(\"stationary_omni\", {})\n",
|
| 891 |
+
" vh = ant.get(\"vehicle_omni\", {})\n",
|
| 892 |
+
"\n",
|
| 893 |
+
" lines = []\n",
|
| 894 |
+
" lines.append(f\"1. Current device: **{current_name}**\")\n",
|
| 895 |
+
" lines.append(f\"2. Status: **{status}**\")\n",
|
| 896 |
+
" lines.append(f\"3. End of Sale date: **{eos}**\")\n",
|
| 897 |
+
" lines.append(f\"4. End of Life date: **{eol}**\")\n",
|
| 898 |
+
" lines.append(f\"5. 4G alternative (lifecycle): **{repl.get('repl_4g','Not applicable')}**\")\n",
|
| 899 |
+
" lines.append(f\"6. 5G replacement (lifecycle): **{repl.get('repl_5g','Not listed')}**\")\n",
|
| 900 |
+
" lines.append(\"7. Antenna options (Parsec-only):\")\n",
|
| 901 |
+
" conn_s = f\" | Conn: {st.get('connectors','')}\" if st.get(\"connectors\") else \"\"\n",
|
| 902 |
+
" conn_v = f\" | Conn: {vh.get('connectors','')}\" if vh.get(\"connectors\") else \"\"\n",
|
| 903 |
+
" lines.append(f\" - Stationary (Omni): **{st.get('name','')}** (Part #: {st.get('part_number','')}) — {st.get('description','')} — MIMO: {st.get('mimo','')}{conn_s}\")\n",
|
| 904 |
+
" lines.append(f\" - Vehicle (Omni): **{vh.get('name','')}** (Part #: {vh.get('part_number','')}) — {vh.get('description','')} — MIMO: {vh.get('mimo','')}{conn_v}\")\n",
|
| 905 |
+
"\n",
|
| 906 |
+
" lines.append(\"\\nSources (debug):\")\n",
|
| 907 |
+
" for s in repl.get(\"sources\", []) if isinstance(repl.get(\"sources\"), list) else []:\n",
|
| 908 |
+
" lines.append(f\"- {s}\")\n",
|
| 909 |
+
" lines.append(\"- ParsecCatalog.pdf (local RAG)\")\n",
|
| 910 |
+
" lines.append(\"- routers_eos_eol_by_sku.csv (replacements)\")\n",
|
| 911 |
+
" return \"\\n\".join(lines)\n",
|
| 912 |
+
"\n",
|
| 913 |
+
"\n",
|
| 914 |
+
"# ============================\n",
|
| 915 |
+
"# Gradio callbacks\n",
|
| 916 |
+
"# IMPORTANT: no dict state and ALL events have api_name=False (prevents api_info schema generation)\n",
|
| 917 |
+
"# ============================\n",
|
| 918 |
+
"def run_lookup(user_text: str, st_json: str):\n",
|
| 919 |
+
" user_text = str(user_text or \"\").strip()\n",
|
| 920 |
+
" if not user_text:\n",
|
| 921 |
+
" return \"Enter a router SKU/model.\", gr.update(visible=False), gr.update(visible=False), \"{}\", \"\"\n",
|
| 922 |
+
"\n",
|
| 923 |
+
" res = resolve_device(user_text)\n",
|
| 924 |
+
"\n",
|
| 925 |
+
" if res.get(\"mode\") == \"pick\":\n",
|
| 926 |
+
" opts = res.get(\"options\", [])\n",
|
| 927 |
+
" choices = [o[\"label\"] for o in opts]\n",
|
| 928 |
+
" st2 = {\"mode\":\"pick\",\"options\": opts, \"raw\": user_text}\n",
|
| 929 |
+
" return \"Did you mean A or B? Pick one, then click Use selection.\", gr.update(choices=choices, value=None, visible=True), gr.update(visible=True), state_dump(st2), \"\"\n",
|
| 930 |
+
"\n",
|
| 931 |
+
" if res.get(\"mode\") != \"ok\":\n",
|
| 932 |
+
" return \"Not found.\", gr.update(visible=False), gr.update(visible=False), \"{}\", \"\"\n",
|
| 933 |
+
"\n",
|
| 934 |
+
" life_row = df_eos.iloc[int(res[\"row_idx\"])]\n",
|
| 935 |
+
" eos, eol, status = row_to_dates_and_status(life_row)\n",
|
| 936 |
+
"\n",
|
| 937 |
+
" repl = pick_replacements_lifecycle(life_row, status, use_gpt=True)\n",
|
| 938 |
+
" canon_make = str(life_row.get(\"_canon_make\",\"UNKNOWN\"))\n",
|
| 939 |
+
" mimo = infer_mimo_for_5g(repl.get(\"repl_5g\",\"\"), canon_make)\n",
|
| 940 |
+
" tech = \"5G\" if repl.get(\"repl_5g\") and repl.get(\"repl_5g\") != \"Not listed\" else (\"4G\" if device_is_4g(life_row) else \"Unknown\")\n",
|
| 941 |
+
" ant = antenna_options_for(repl.get(\"repl_5g\") or str(life_row.get(\"sku\",\"\")), tech, mimo)\n",
|
| 942 |
+
"\n",
|
| 943 |
+
" output = assemble_output(life_row, status, eos, eol, repl, ant)\n",
|
| 944 |
+
" st_out = {\"row_idx\": int(res[\"row_idx\"]), \"repl\": repl, \"ant\": ant, \"raw\": user_text}\n",
|
| 945 |
+
" return output, gr.update(visible=False), gr.update(visible=False), state_dump(st_out), \"\"\n",
|
| 946 |
+
"\n",
|
| 947 |
+
"def use_selection(selected_label: str, st_json: str):\n",
|
| 948 |
+
" st = state_load(st_json)\n",
|
| 949 |
+
" if not st or st.get(\"mode\") != \"pick\":\n",
|
| 950 |
+
" return \"Run a search first.\", gr.update(visible=False), gr.update(visible=False), \"{}\", \"\"\n",
|
| 951 |
+
"\n",
|
| 952 |
+
" if not selected_label:\n",
|
| 953 |
+
" return \"Pick A or B first.\", gr.update(visible=True), gr.update(visible=True), st_json, \"\"\n",
|
| 954 |
+
"\n",
|
| 955 |
+
" chosen_row = None\n",
|
| 956 |
+
" for o in st.get(\"options\", []):\n",
|
| 957 |
+
" if o.get(\"label\") == selected_label:\n",
|
| 958 |
+
" chosen_row = int(o[\"row_idx\"])\n",
|
| 959 |
+
" break\n",
|
| 960 |
+
" if chosen_row is None:\n",
|
| 961 |
+
" return \"Pick a valid option.\", gr.update(visible=True), gr.update(visible=True), st_json, \"\"\n",
|
| 962 |
+
"\n",
|
| 963 |
+
" life_row = df_eos.iloc[int(chosen_row)]\n",
|
| 964 |
+
" eos, eol, status = row_to_dates_and_status(life_row)\n",
|
| 965 |
+
"\n",
|
| 966 |
+
" repl = pick_replacements_lifecycle(life_row, status, use_gpt=True)\n",
|
| 967 |
+
" canon_make = str(life_row.get(\"_canon_make\",\"UNKNOWN\"))\n",
|
| 968 |
+
" mimo = infer_mimo_for_5g(repl.get(\"repl_5g\",\"\"), canon_make)\n",
|
| 969 |
+
" tech = \"5G\" if repl.get(\"repl_5g\") and repl.get(\"repl_5g\") != \"Not listed\" else (\"4G\" if device_is_4g(life_row) else \"Unknown\")\n",
|
| 970 |
+
" ant = antenna_options_for(repl.get(\"repl_5g\") or str(life_row.get(\"sku\",\"\")), tech, mimo)\n",
|
| 971 |
+
"\n",
|
| 972 |
+
" output = assemble_output(life_row, status, eos, eol, repl, ant)\n",
|
| 973 |
+
" st_out = {\"row_idx\": int(chosen_row), \"repl\": repl, \"ant\": ant, \"raw\": st.get(\"raw\",\"\")}\n",
|
| 974 |
+
" return output, gr.update(visible=False), gr.update(visible=False), state_dump(st_out), \"\"\n",
|
| 975 |
+
"\n",
|
| 976 |
+
"def make_install_ready(st_json: str):\n",
|
| 977 |
+
" st = state_load(st_json)\n",
|
| 978 |
+
" if not st or \"row_idx\" not in st:\n",
|
| 979 |
+
" return \"Run a lookup first.\"\n",
|
| 980 |
+
" life_row = df_eos.iloc[int(st[\"row_idx\"])]\n",
|
| 981 |
+
" current_sku = str(life_row.get(\"sku\",\"\") or \"\")\n",
|
| 982 |
+
" return install_ready_checklist(current_sku, st.get(\"repl\", {}) or {}, st.get(\"ant\", {}) or {})\n",
|
| 983 |
+
"\n",
|
| 984 |
+
"\n",
|
| 985 |
+
"# ============================\n",
|
| 986 |
+
"# UI\n",
|
| 987 |
+
"# ============================\n",
|
| 988 |
+
"with gr.Blocks(title=\"Only-Routers\") as demo:\n",
|
| 989 |
+
" gr.Markdown(\"## Only-Routers\\nSingle lookup + Batch upload for Verizon reps.\")\n",
|
| 990 |
+
"\n",
|
| 991 |
+
" with gr.Tabs():\n",
|
| 992 |
+
" with gr.Tab(\"Single\"):\n",
|
| 993 |
+
" user_text = gr.Textbox(label=\"Router SKU or model\", placeholder=\"Examples: IBR650B, AER1600, ES450, WR21, RUT240\", lines=1)\n",
|
| 994 |
+
" st = gr.State(\"{}\") # JSON string\n",
|
| 995 |
+
"\n",
|
| 996 |
+
" check_btn = gr.Button(\"Check\", variant=\"primary\")\n",
|
| 997 |
+
" pick_dd = gr.Dropdown(label=\"Pick A or B\", choices=[], visible=False)\n",
|
| 998 |
+
" use_btn = gr.Button(\"Use selection\", visible=False)\n",
|
| 999 |
+
"\n",
|
| 1000 |
+
" output_md = gr.Markdown()\n",
|
| 1001 |
+
"\n",
|
| 1002 |
+
" install_btn = gr.Button(\"Make install-ready checklist\")\n",
|
| 1003 |
+
" install_md = gr.Markdown()\n",
|
| 1004 |
+
"\n",
|
| 1005 |
+
" check_btn.click(fn=run_lookup, inputs=[user_text, st], outputs=[output_md, pick_dd, use_btn, st, install_md], api_name=False)\n",
|
| 1006 |
+
" use_btn.click(fn=use_selection, inputs=[pick_dd, st], outputs=[output_md, pick_dd, use_btn, st, install_md], api_name=False)\n",
|
| 1007 |
+
" install_btn.click(fn=make_install_ready, inputs=[st], outputs=[install_md], api_name=False)\n",
|
| 1008 |
+
"\n",
|
| 1009 |
+
" with gr.Tab(\"Batch\"):\n",
|
| 1010 |
+
" gr.Markdown(\"Paste one per line or upload a CSV (first column). Batch runs fast (no GPT).\")\n",
|
| 1011 |
+
" batch_text = gr.Textbox(label=\"Paste devices (one per line)\", lines=8, placeholder=\"WR21\\nRUT240\\nIBR650B\")\n",
|
| 1012 |
+
" batch_file = gr.File(label=\"Upload CSV\", file_types=[\".csv\"])\n",
|
| 1013 |
+
" include_ant = gr.Checkbox(label=\"Include antenna picks (slower)\", value=False)\n",
|
| 1014 |
+
" run_btn = gr.Button(\"Run batch\", variant=\"primary\")\n",
|
| 1015 |
+
"\n",
|
| 1016 |
+
" summary_md = gr.Markdown()\n",
|
| 1017 |
+
" rollup_md = gr.Markdown()\n",
|
| 1018 |
+
" table = gr.Dataframe(interactive=False, wrap=True)\n",
|
| 1019 |
+
" dl = gr.File(label=\"Download results CSV\")\n",
|
| 1020 |
+
"\n",
|
| 1021 |
+
" run_btn.click(fn=run_batch, inputs=[batch_text, batch_file, include_ant], outputs=[summary_md, table, dl, rollup_md], api_name=False)\n",
|
| 1022 |
+
"\n",
|
| 1023 |
+
"# IMPORTANT: On Spaces, demo.launch() is correct; do NOT use share=True.\n",
|
| 1024 |
+
"demo.launch(show_api=False)\n"
|
| 1025 |
+
]
|
| 1026 |
+
}
|
| 1027 |
+
],
|
| 1028 |
+
"metadata": {
|
| 1029 |
+
"kernelspec": {
|
| 1030 |
+
"display_name": "Python 3",
|
| 1031 |
+
"name": "python3"
|
| 1032 |
+
},
|
| 1033 |
+
"language_info": {
|
| 1034 |
+
"name": "python"
|
| 1035 |
+
}
|
| 1036 |
+
},
|
| 1037 |
+
"nbformat": 4,
|
| 1038 |
+
"nbformat_minor": 5
|
| 1039 |
+
}
|
Updates/routers_eos_eol_by_sku_old.csv
ADDED
|
@@ -0,0 +1,98 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
sku,manufacturer,Device Type,end_of_sale,end_of_life,description,suggested_replacement,advanced_5g_option,region,source,source_detail,notes
|
| 2 |
+
3GHWIC,Cisco,Modem,2017,2024,3GHWIC &4GLTE2.0EHWIC,LTE EHWIC-VA (4G LTE 2.5),5G SA PIM,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 3 |
+
4G LTE EHWIC MODULES (ISR,Cisco,Modem,2019,2024,4G LTE EHWIC Modules (ISR,LTE NIMs (ISR 4000) or,5G SA PIM,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 4 |
+
4GLTE2.0EHWIC,Cisco,Modem,2017,2024,3GHWIC &4GLTE2.0EHWIC,LTE EHWIC-VA (4G LTE 2.5),5G SA PIM,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 5 |
+
6300-CX,Digi,Router,2022,2024,Accelerated 6300-CX (LTE extender),EX15 or IX20 (LTE router),EX50,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 6 |
+
6310-DX,Digi,Router,2022,2024,Accelerated 6310-DX (LTE router),IX20 (Cat 4/6 router),EX50,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 7 |
+
6330-MX,Digi,Router,2022,2027,Digi 6330-MX (LTE router),5G) or IX20 (LTE) — (varies),EX50,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,EX50
|
| 8 |
+
881G,Cisco,Router,7/29/19,7/31/24,"881G, 887, 896, 897, 4G ISR G2 Routers",Cisco ISR 1100 Series and (C111x-8P LTE C1120 series) Wi-Fi/LTE - SD-WAN routers,1800 Series with 5G PIM,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 9 |
+
RUT240,Teltonika,Router,6/24/24,2029,Teltonika RUT240 Cat 4 Router,Teltonika RUT241 Cat 4 Router,RUTM50,North America,EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 10 |
+
RUT360,Teltonika,Router,6/24/24,2029,Teltonika RUT360 Cat 6 Router,Teltonika RUT361 Cat 4 Router,RUTM50,North America,EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 11 |
+
887,Cisco,Router,7/29/19,7/31/24,"881G, 887, 896, 897, 4G ISR G2 Routers",Cisco ISR 1100 Series and (C111x-8P LTE C1120 series) Wi-Fi/LTE - SD-WAN routers,5G SA PIM,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 12 |
+
896,Cisco,Router,7/29/19,7/31/24,"881G, 887, 896, 897, 4G ISR G2 Routers",Cisco ISR 1100 Series and (C111x-8P LTE C1120 series) Wi-Fi/LTE - SD-WAN routers,5G SA PIM,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 13 |
+
897,Cisco,Router,7/29/19,7/31/24,"881G, 887, 896, 897, 4G ISR G2 Routers",Cisco ISR 1100 Series and (C111x-8P LTE C1120 series) Wi-Fi/LTE - SD-WAN routers,5G SA PIM,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 14 |
+
ACM5004-LR-E,Opengear,Router,12/1/16,1/1/21,ACM5000 family (ACM5004-LR-E etc),ACM7000 Family,,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 15 |
+
ACM5504-5-LR-I,Opengear,Router,12/1/16,1/1/21,ACM5500 family (ACM5504-5-LR-I etc),ACM7000 Family,,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 16 |
+
ACM7004-2-LA,Opengear,Router,3/31/17,6/30/21,ACM7004-2-Lx family (ACM7004-2-LA/LR/LV etc),ACM7004-2-L,,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 17 |
+
ACM7004-2-LR,Opengear,Router,3/31/17,6/30/21,ACM7004-2-Lx family (ACM7004-2-LA/LR/LV etc),ACM7004-2-L,,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 18 |
+
ACM7004-2-LV,Opengear,Router,3/31/17,6/30/21,ACM7004-2-Lx family (ACM7004-2-LA/LR/LV etc),ACM7004-2-L,,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 19 |
+
AER1600,Cradlepoint,Router,2021,2026,AER1600 Series (branch router),E300 Series,E400,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 20 |
+
AER2100,Cradlepoint,Router,2018-05,2023-05,AER2100 Series (branch router) | Series AER2100 4G Router,E300/E3000 Series | Series E3000 (Cat18) (NetCloud Enterprise),E400,(not specified) | North America,5G Acceleration PDF | EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf | End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 21 |
+
AER2200,Cradlepoint,Router,2022,2027,AER2200 Series (branch router),E3000 Series,E400,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 22 |
+
AER3100,Cradlepoint,Router,2018-05,2023-05,AER3100 Series (branch router) | Series AER3100 Router,E3000 Series | E3000 Series (Cat18),E400,(not specified) | North America,5G Acceleration PDF | EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf | End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 23 |
+
AER3150,Cradlepoint,Router,2018,2023,AER3150 (dual-modem router),E3000 Series,E400,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 24 |
+
AIRLINK MOBILE,Sierra Wireless (Semtech),Router,2019,2023,AirLink mobile),RV55 (LTE-A Pro),XR60,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 25 |
+
CBA750B,Cradlepoint,Router,2016,2021,CBA750B (ARC adapter),L950 or W1850 Adapter,W1850,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 26 |
+
CBA850,Cradlepoint,Router,5/11/22,2027-05,CBA850 LTE Adapter (Ethernet-to-cell) | CBA850(ARC adapter),Adapter L950 LTE (Cat7) W1850 5G; or Wideband | L950 or W1850 Adapter,W1850,North America | (not specified),EOS/EOL North America PDF | 5G Acceleration PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf | 5G Acceleration EoS Router Refresh Guide.pdf,
|
| 27 |
+
CISCO 4G LTE MODULES EHWIC G2),Cisco,Router,2/22/19,2/29/24,Cisco 4G LTE Modules EHWIC G2),Cisco Network LTE Interface Modules for (NIM) ISR 4000/ - Catalyst 8300,5G PIM,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 28 |
+
CM7100,Opengear,Router,12/31/24,12/31/30,CM7100 family (all SKUs),CM8100 Family,,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 29 |
+
IBR600B,Cradlepoint,Router,2020,2025,IBR600B Series (CORIBR600B),S400 or S700 Series,R980,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 30 |
+
EX450,Sierra Wireless (Semtech),Router,2021,2025,AirLink ES450 (LTE enterprise),LX60 (LTE),XR60,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 31 |
+
ES450,Sierra Wireless (Semtech),Router,2021,2025,AirLink ES450 (LTE enterprise),LX60 (LTE),XR60,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 32 |
+
EX15 (cat 6 and cat 11 versions only),Digi,Router,2023,2024,Digi EX15 Cellular Extender (Cat6),Digi Cellular EX15 Extender (Cat7) model current -,EX50,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,Early EOS | support through
|
| 33 |
+
GX400,Sierra Wireless (Semtech),Router,2016,2021,AirLink GX400/GX440 (3G/4G),RV50 (LTE),XR60,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 34 |
+
GX440,Sierra Wireless (Semtech),Router,2015,2021,AirLink GX400/GX440 (3G/4G) | AirLink GX440 (LTE gateway),RV50 (LTE) | GX450 (LTE),XR60,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 35 |
+
GX450,Sierra Wireless (Semtech),Router,12/31/19,6/30/23,AirLink GX450 Wireless Gateway (LTE Cat3),AirLink RV55 LTE-A Pro Gateway (Cat12) (direct successor),XR60,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 36 |
+
819,Cisco,Router,2021,2025,Hardened (HSPA+/EVDO),IR1101 or IR1800 series,5G SA PIM,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 37 |
+
IBR1100,Cradlepoint,Router,2018-05,2023-11,IBR1100 Series (rugged router) | IBR1100/1150 (Rugged Series router),IBR920 Series | Rugged) R920 (Cat20 - for vehicular/FirstNet,R980,(not specified) | North America,5G Acceleration PDF | EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf | End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 38 |
+
IBR1150,Cradlepoint,Router,2018-05,2023-11,"IBR1100/1150 (Rugged Series router) | IBR1150 (rugged, no WiFi)",Rugged) R920 (Cat20 - for vehicular/FirstNet | IBR1700 or R920,R1900,North America | (not specified),EOS/EOL North America PDF | 5G Acceleration PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf | 5G Acceleration EoS Router Refresh Guide.pdf,
|
| 39 |
+
IBR200,Cradlepoint,Router,2024,2029,IBR200 Series (COR IBR600C),S400 or S700 Series,R980,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 40 |
+
IBR350,Cradlepoint,Router,2018,2023,IBR350 (M2M router),S400 Series,R980,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 41 |
+
IBR600,Cradlepoint,Router,2018-05,2023-05,IBR600 Series (COR IBR600) | IBR600/650 Series (COR router),S400 or S700 Series | IBR600C (Cat4) or IBR900 (Cat11) 3°,R980,(not specified) | North America,5G Acceleration PDF | EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf | End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 42 |
+
IBR600B,Cradlepoint,Router,2019-10,2025-03,IBR600B/650B Series (LP6 LTE),"S700/S750 Router (5G/ NetCloud LTE, IoT)",R980,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 43 |
+
IBR600C,Cradlepoint,Router,2024,2029,IBR200 Series (COR IBR600C) | IBR600C Series (COR IBR600C),S400 or S700 Series,R980,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 44 |
+
IBR650,Cradlepoint,Router,2018-05,2023-05,IBR600/650 Series (COR router) | IBR650 Series (no-WiFi variant),IBR600C (Cat4) or IBR900 (Cat11) 3° | S400 or S700 Series,R980,North America | (not specified),EOS/EOL North America PDF | 5G Acceleration PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf | 5G Acceleration EoS Router Refresh Guide.pdf,
|
| 45 |
+
IBR650B,Cradlepoint,Router,2019-10,2025-03,IBR600B/650B Series (LP6 LTE) | IBR650B Series (no-WiFi variant),"S700/S750 Router (5G/ NetCloud LTE, IoT) | S400 or S700 Series",R980,North America | (not specified),EOS/EOL North America PDF | 5G Acceleration PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf | 5G Acceleration EoS Router Refresh Guide.pdf,
|
| 46 |
+
IBR650C,Cradlepoint,Router,2024,2029,IBR650C Series (no-WiFi variant),S400 or S700 Series,R980,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 47 |
+
IBR900,Cradlepoint,Router,8/14/24,8/14/29,Rugged IBR900 Router (Cat11 LTE),"Rugged R920 Router 5G-Ready) (Cat20,",R980,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 48 |
+
IBR950,Cradlepoint,Router,2018,2023,IBR950 (compact router),IBR900 Series,R980,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 49 |
+
IM4208-2-,Opengear,Router,12/1/16,8/31/20,"IM4200 family (IM4208-2-..., IM4248-2-...)",IM7200,,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 50 |
+
IM4248-2-,Opengear,Router,12/1/16,8/31/20,"IM4200 family (IM4208-2-..., IM4248-2-...)",IM7200,,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 51 |
+
IM7200,Opengear,Router,12/31/24,12/31/30,IM7200 family (all SKUs),CM8100-10G Family,5G SA PIM,Global,Web (Opengear lifecycle list),https://opengear.com/end-life-products,
|
| 52 |
+
INDUSTRIAL ROUTER (LTE),Cisco,Router,2023,2028,Industrial Router (LTE),Catalyst IR1831 (5G),5G SA PIM,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 53 |
+
INTEGRATED ROUTER (4G),Cisco,Router,2019,2024,Integrated Router (4G),IR1101 or IR1800 series,5G SA PIM,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 54 |
+
IR829GW,Cisco,Router,2021,2024,IR829GW LTE (with WiFi),IR1101 or IR1800 series,5G SA PIM,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 55 |
+
ISR INDUSTRIAL LTE ROUTER,Cisco,Router,3/1/23,2/29/28,ISR Industrial LTE Router,"Catalyst Rugged IR1831 Router (Cat18 LTE, 5G- ready) (Cisco IR1800 series)",5G SA PIM,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 56 |
+
ISR INDUSTRIAL ROUTER (LTE),Cisco,Router,7/12/21,7/31/26,ISR Industrial Router (LTE),"Cisco Integrated IR1101 (modular Router LTE, upgradable)",5G SA PIM,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 57 |
+
IX20-PR,Digi,Router,2023,2025,Digi IX20-PR (FirstNet Cat4 router),Digi IX30 (Cat7) TX54 or - FirstNet) for PR (Cat12 FirstNet LTE,IX40,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,FirstNet “PR” SKU EOS | support until ~
|
| 58 |
+
IX40,Digi,Router,2023,6/30/25,Digi Ix40 Cat12 Router,Digi IX40 5G (Cat19/5G model),IX40,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,Cat12 model EOS | support until
|
| 59 |
+
MC400LP6,Cradlepoint,Modem,2019-10,2025-03,IBR600B/650B Series (LP6 LTE),"S700/S750 Router (5G/ NetCloud LTE, IoT)",MC400 5G,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 60 |
+
LS300,Sierra Wireless (Semtech),Router,2019,2019,AirLink LS300 (3G gateway),RV50,XR60,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 61 |
+
LX60,Sierra Wireless (Semtech),Router,12/31/21,6/30/25,AirLink LX60 (LTE Wireless Router var.) -,AirLink LX60 SKU (consolidated Cat4) (replaces older & Verizon SKUs),XR60,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 62 |
+
M2M,Cisco ,Router,12/2/16,12/31/21,ISR 4G LTE M2M Router (Hardened) | IBR350 (M2M router),Industrial 1R809 Router (4G LTE) /IR829 Wi-Fi variant) (802.11 | S400 Series,R980,North America | (not specified),EOS/EOL North America PDF | 5G Acceleration PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf | 5G Acceleration EoS Router Refresh Guide.pdf,
|
| 63 |
+
MBR1200B,Cradlepoint,Router,2018-05,2023-05,MBR1200B (mobile router) | MBR1200B P (branch router),E300 Series | by E300 d superseded by (Cat18),E400,(not specified) | North America,5G Acceleration PDF | EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf | End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 64 |
+
MBR1400,Cradlepoint,Router,2019,2021,MBR1400 (mobile router),E300 Series,E400,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 65 |
+
MC400-LP5,Cradlepoint,Modem,5/11/22,2027-05,MC400-LP5 / LP6 Modular LTE Modems,MC400-1200M ( (LTE-A modular Pro Cat12) modem,MC400 5G,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 66 |
+
MC400-LP6,Cradlepoint,Modem,5/11/22,2027-05,MC400-LP5 / LP6 Modular LTE Modems,MC400-1200M ( (LTE-A modular Pro Cat12) modem,MC400 5G,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 67 |
+
MG21,Cisco Meraki,Adapter,2024,2029,MG21 Cellular Gateway (Cat 6 LTE) | MG21/MG21E (LTE Not - FOL,MG41 (Cat 18 LTE) | MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52,(not specified) | North America,5G Acceleration PDF | EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf | End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 68 |
+
MG21-HW-NA,Cisco Meraki,Adapter,5/31/25,5/31/29,MG21-HW-NA,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52,North America,Web (Meraki EOL list),https://documentation.meraki.com/.../Returns_(RMAs)_Warranties_and_End-of-Life_Information,Announcement 2024-03-18
|
| 69 |
+
MG21-HW-WW,Cisco Meraki,Adapter,5/31/25,5/31/29,MG21-HW-WW,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52,Worldwide,Web (Meraki EOL list),https://documentation.meraki.com/.../Returns_(RMAs)_Warranties_and_End-of-Life_Information,Announcement 2024-03-18
|
| 70 |
+
MG21E,Cisco Meraki,Adapter,,,MG21/MG21E (LTE Not - FOL,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 71 |
+
MG21E-HW-NA,Cisco Meraki,Adapter,9/18/24,9/18/29,MG21E-HW-NA,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52,North America,Web (Meraki EOL list),https://documentation.meraki.com/.../Returns_(RMAs)_Warranties_and_End-of-Life_Information,Announcement 2024-03-18
|
| 72 |
+
MG21E-HW-WW,Cisco Meraki,Adapter,7/10/24,9/18/29,MG21E-HW-WW,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52,Worldwide,Web (Meraki EOL list),https://documentation.meraki.com/.../Returns_(RMAs)_Warranties_and_End-of-Life_Information,Announcement 2024-03-18
|
| 73 |
+
MG51,Cisco Meraki,Adapter,11/28/25,5/30/30,Cellular MG51 Gateway (LTE Cat 20) | MG51 Cellular Gateway (5G),"Cellular MG51E Gateway (external antenna Cat 20) version, - model current | MG52 (5G Standalone)",MG52,North America | (not specified),EOS/EOL North America PDF | 5G Acceleration PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf | 5G Acceleration EoS Router Refresh Guide.pdf,
|
| 74 |
+
MG51-HW,Cisco Meraki,Adapter,11/28/25,5/30/30,MG51-HW,"Cellular MG51E Gateway (external antenna Cat 20) version, - model current | MG52 (5G Standalone)",MG52,Global,Web (Meraki EOL list),https://documentation.meraki.com/.../Returns_(RMAs)_Warranties_and_End-of-Life_Information,Announcement 2025-05-30
|
| 75 |
+
MG51E-HW,Cisco Meraki,Adapter,11/28/25,5/30/30,MG51E-HW,"Cellular MG51E Gateway (external antenna Cat 20) version, - model current | MG52 (5G Standalone)",MG52,Global,Web (Meraki EOL list),https://documentation.meraki.com/.../Returns_(RMAs)_Warranties_and_End-of-Life_Information,Announcement 2025-05-30
|
| 76 |
+
MG90,Sierra Wireless (Semtech),Router,2020-07,2023,AirLink MG90 Wireless Router (Cat6),AirLink XR80 (Cat20 LTE & 5G) XR90 (5G) or Mobile Routers,XR80/90,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,approx Pert std su y post-ship
|
| 77 |
+
MP70,Sierra Wireless (Semtech),Router,12/31/21,6/30/25,AirLink MP70 (3G/4G) | AirLink MP70 Wireless (Cat6 LTE-A Router),RV50 (LTE) | AirLink MP70 Cat?2 (FirstNet LTE-A Pro Ready) upgraded - model,XR80/90,(not specified) | North America,5G Acceleration PDF | EOS/EOL North America PDF,5G Acceleration EoS Router Refresh Guide.pdf | End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 78 |
+
MTE-LAT6-B07-US,MultiTech,Router,,9/10/25,MTE-LAT6-B07-US,rCell 300 Series Intelligent Router,,US,Web (MultiTech EOL products list),https://multitech.com/eol-products/,
|
| 79 |
+
MTR-G3-B16,MultiTech,Router,,9/8/21,MTR-G3-B16,MTR-MNG2-B07,,Global,Web (MultiTech EOL products list),https://multitech.com/eol-products/,NRND 2021-04-28; NEOL 2021-09-08
|
| 80 |
+
MTR-G3-B16-EU-GB,MultiTech,Router,,9/8/21,MTR-G3-B16-EU-GB,MTR-MNG2-B07-WW,,EU/UK,Web (MultiTech EOL products list),https://multitech.com/eol-products/,NRND 2021-04-28; NEOL 2021-09-08
|
| 81 |
+
MTR-MNG2-B07,MultiTech,Router,,9/24/25,MTR-MNG2-B07,rCell 300 Series Intelligent Router,,Global,Web (MultiTech EOL products list),https://multitech.com/eol-products/,
|
| 82 |
+
MTR-MNG2-B07-WW,MultiTech,Router,,9/24/25,MTR-MNG2-B07-WW,rCell 300 Series Intelligent Router,,Global,Web (MultiTech EOL products list),https://multitech.com/eol-products/,
|
| 83 |
+
MTR-MNG2-B10,MultiTech,Router,,9/24/25,MTR-MNG2-B10,rCell 300 Series Intelligent Router,,Global,Web (MultiTech EOL products list),https://multitech.com/eol-products/,
|
| 84 |
+
MTR-MNG2-B10-WW,MultiTech,Router,,9/24/25,MTR-MNG2-B10-WW,rCell 300 Series Intelligent Router,,Global,Web (MultiTech EOL products list),https://multitech.com/eol-products/,
|
| 85 |
+
MX64,Cisco Meraki,Router,2022,2027,MX64 Security Appliance,,MX67 + MG52,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 86 |
+
RV50,Sierra Wireless (Semtech),Router,2019,2022,AirLink RV50 (LTE gateway),RV50X (LTE Advanced),XR60,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 87 |
+
RV50X,Sierra Wireless (Semtech),Router,12/31/25,6/30/26,AirLink RV50X (SKU 1103052) - EOL due to component availability | AirLink Raven Wireless RV50X (LTE Cat6) GSA,"RX55, RV55, XR60 (per distributor) | AirLink RX55 LTE-A Router (Cat7/Cat13, new rugged series)",XR60,NA/EMEA | North America,Web (Distributor listing) | EOS/EOL North America PDF,https://www.westbase.io/shop/product/sierra-wireless-rv50x-sierra-wireless-rv50x-naemea | End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,Dates are Last Time Buy / Last Time Ship from listing | GSA SKU EOS | (Std RV50/ - still RV50xX supported
|
| 88 |
+
TX54,Digi,Router,2023,2028,Digi TX54 (Cat11 LTE-A Router),Digi TX54 (Cat12 Responder” “Primary SKU) TX54 5G or - updated models,TX54 5G,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,global SKUs EOS | std. 5-yr support
|
| 89 |
+
TX64,Digi,Router,2023,2028,Digi TX64 (Cat11/ Cat18 Router),"Digi TX64 5G (Cat20, 5G Rail latest variants) - model",TX64 5G,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,Cat11 & Cat18 SKUs EOS | support until
|
| 90 |
+
WR11,Digi,Router,2018,2023,TransPort WR11 (LTE router),IX10 (Industrial LTE),IX40,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,
|
| 91 |
+
WR11-XT,Digi,Router,9/30/21,2022-03,Digi WR11 XT (LTE Router),Digi IX10 IX20 (LTE or Cat-M1/Cat4 routers),IX40,North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,
|
| 92 |
+
WR21,Digi,Router,9/30/21,2022-03,TransPort WR21 (3G/4G Router) | TransPort WR21 (4G router),Digi Industrial IX20 (DAL Router OS) 5° | IX20 (Industrial LTE),IX40,North America | (not specified),EOS/EOL North America PDF | 5G Acceleration PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf | 5G Acceleration EoS Router Refresh Guide.pdf,
|
| 93 |
+
WR44,Digi,Router,2016,2021,TransPort WR44 (4G mobile router),Series (IX15/IX20 or TX54),IX40,(not specified),5G Acceleration PDF,5G Acceleration EoS Router Refresh Guide.pdf,IX/TX
|
| 94 |
+
WR44-R,Digi,Router,2019,2023,TransPort WR44- R/WR44 RR (Rugged),"Mobile TX54/TX64 Routers (Cat11/Cat18, options) ","Mobile TX54/TX64 Routers (Cat11/Cat18, options) 5G",North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,varies ~ by SKU; NRND in | est.5- support yr window
|
| 95 |
+
WR44-RR,Digi,Router,2019,2023,TransPort WR44- R/WR44 RR (Rugged),"Mobile TX54/TX64 Routers (Cat11/Cat18, options) ","Mobile TX54/TX64 Routers (Cat11/Cat18, options) 5G",North America,EOS/EOL North America PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf,varies ~ by SKU; NRND in | est.5- support yr window
|
| 96 |
+
Z3-HW,Cisco Meraki,Router,9/4/24,9/4/29,Z3-HW,Meraki Z4C,Z4C+MG52,Global,Web (Meraki EOL list),https://documentation.meraki.com/.../Returns_(RMAs)_Warranties_and_End-of-Life_Information,Announcement 2024-03-04
|
| 97 |
+
Z3C,Cisco Meraki,Router,9/4/24,9/4/29,Teleworker Z3C Gateway (LTE) - SKU | Z3C Teleworker Gateway (LTE),Meraki Z4C,Z4C+MG52,North America | (not specified),EOS/EOL North America PDF | 5G Acceleration PDF,End-of-Sale (EOS) and End-of-Life (EOL) Cellular Routers_Modems (North America).pdf | 5G Acceleration EoS Router Refresh Guide.pdf,
|
| 98 |
+
Z3C-HW-NA,Cisco Meraki,Router,9/4/24,9/4/29,Z3C-HW-NA,Meraki Z4C,Z4C+MG52,North America,Web (Meraki EOL list),https://documentation.meraki.com/.../Returns_(RMAs)_Warranties_and_End-of-Life_Information,Announcement 2024-03-04
|
app.py
CHANGED
|
@@ -117,6 +117,77 @@ if not os.path.exists(PARSEC_PDF):
|
|
| 117 |
df_eos = pd.read_csv(EOS_PATH).copy()
|
| 118 |
df_dec = pd.read_csv(DEC_PATH).copy()
|
| 119 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 120 |
def region_ok(x: Any) -> bool:
|
| 121 |
s = str(x or "").strip().lower()
|
| 122 |
if not s:
|
|
@@ -179,6 +250,15 @@ def parse_date_field(x: Any) -> ParsedDate:
|
|
| 179 |
if not raw:
|
| 180 |
return ParsedDate(raw="", kind="missing", value=None)
|
| 181 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 182 |
if re.fullmatch(r"\d{4}", raw):
|
| 183 |
y = int(raw)
|
| 184 |
if y == TODAY.year:
|
|
@@ -187,6 +267,7 @@ def parse_date_field(x: Any) -> ParsedDate:
|
|
| 187 |
return ParsedDate(raw=raw, kind="year", value=date(y, 1, 1))
|
| 188 |
return ParsedDate(raw=raw, kind="year", value=date(y, 12, 31))
|
| 189 |
|
|
|
|
| 190 |
if re.fullmatch(r"\d{4}-\d{2}", raw):
|
| 191 |
try:
|
| 192 |
y, m = raw.split("-")
|
|
@@ -194,6 +275,17 @@ def parse_date_field(x: Any) -> ParsedDate:
|
|
| 194 |
except Exception:
|
| 195 |
return ParsedDate(raw=raw, kind="bad", value=None)
|
| 196 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 197 |
if re.fullmatch(r"\d{4}-\d{2}-\d{2}", raw):
|
| 198 |
try:
|
| 199 |
dt = datetime.strptime(raw, "%Y-%m-%d").date()
|
|
@@ -346,7 +438,34 @@ def extract_model_token(text: str) -> str:
|
|
| 346 |
|
| 347 |
def device_is_4g(row: pd.Series) -> bool:
|
| 348 |
# Detect LTE/4G even when the description uses "Cat 4 / Cat6 / Cat 12" without saying "LTE"
|
| 349 |
-
t = norm_text(row.get("description","")) + " " + norm_text(row.get("notes",""))
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 350 |
|
| 351 |
# If it explicitly says 5G/NR, treat as not 4G-only
|
| 352 |
if ("5g" in t) or ("nr" in t):
|
|
|
|
| 117 |
df_eos = pd.read_csv(EOS_PATH).copy()
|
| 118 |
df_dec = pd.read_csv(DEC_PATH).copy()
|
| 119 |
|
| 120 |
+
|
| 121 |
+
def _canonize_eos_columns(df: pd.DataFrame) -> pd.DataFrame:
|
| 122 |
+
"""Normalize lifecycle CSV column names (case-insensitive) and create expected columns."""
|
| 123 |
+
# Map various header spellings to canonical names used by the app
|
| 124 |
+
mapping = {}
|
| 125 |
+
for c in df.columns:
|
| 126 |
+
k = str(c).strip().lower().replace(" ", "_")
|
| 127 |
+
if k in {"sku", "model", "device", "device_sku"}:
|
| 128 |
+
mapping[c] = "sku"
|
| 129 |
+
elif k in {"manufacturer", "make", "vendor"}:
|
| 130 |
+
mapping[c] = "manufacturer"
|
| 131 |
+
elif k in {"device_type", "type"}:
|
| 132 |
+
mapping[c] = "device_type"
|
| 133 |
+
elif k in {"end_of_sale", "eos", "end_sale", "end_of_sales"}:
|
| 134 |
+
mapping[c] = "end_of_sale"
|
| 135 |
+
elif k in {"end_of_life", "eol", "end_life"}:
|
| 136 |
+
mapping[c] = "end_of_life"
|
| 137 |
+
elif k in {"suggested_replacement", "replacement_4g", "lte_replacement", "replacement_lte", "replacement"}:
|
| 138 |
+
mapping[c] = "suggested_replacement"
|
| 139 |
+
elif k in {"advanced_5g_option", "replacement_5g", "fiveg_replacement", "5g_replacement", "upgrade_5g"}:
|
| 140 |
+
mapping[c] = "advanced_5g_option"
|
| 141 |
+
elif k in {"region", "market"}:
|
| 142 |
+
mapping[c] = "region"
|
| 143 |
+
elif k in {"notes", "note"}:
|
| 144 |
+
mapping[c] = "notes"
|
| 145 |
+
elif k in {"description", "device_description", "name"}:
|
| 146 |
+
mapping[c] = "description"
|
| 147 |
+
|
| 148 |
+
df = df.rename(columns=mapping).copy()
|
| 149 |
+
|
| 150 |
+
# Create expected columns if missing
|
| 151 |
+
if "sku" not in df.columns:
|
| 152 |
+
# Try the common capitalized header as a fallback
|
| 153 |
+
if "SKU" in df.columns:
|
| 154 |
+
df["sku"] = df["SKU"].astype(str)
|
| 155 |
+
else:
|
| 156 |
+
df["sku"] = ""
|
| 157 |
+
|
| 158 |
+
if "manufacturer" not in df.columns:
|
| 159 |
+
df["manufacturer"] = ""
|
| 160 |
+
|
| 161 |
+
if "device_type" not in df.columns:
|
| 162 |
+
df["device_type"] = ""
|
| 163 |
+
|
| 164 |
+
if "description" not in df.columns:
|
| 165 |
+
# If the simplified file removed description, use SKU as description (still searchable)
|
| 166 |
+
df["description"] = df["sku"].astype(str)
|
| 167 |
+
|
| 168 |
+
if "notes" not in df.columns:
|
| 169 |
+
df["notes"] = ""
|
| 170 |
+
|
| 171 |
+
if "region" not in df.columns:
|
| 172 |
+
df["region"] = ""
|
| 173 |
+
|
| 174 |
+
if "suggested_replacement" not in df.columns:
|
| 175 |
+
df["suggested_replacement"] = ""
|
| 176 |
+
|
| 177 |
+
if "advanced_5g_option" not in df.columns:
|
| 178 |
+
df["advanced_5g_option"] = ""
|
| 179 |
+
|
| 180 |
+
if "end_of_sale" not in df.columns:
|
| 181 |
+
df["end_of_sale"] = ""
|
| 182 |
+
|
| 183 |
+
if "end_of_life" not in df.columns:
|
| 184 |
+
df["end_of_life"] = ""
|
| 185 |
+
|
| 186 |
+
return df
|
| 187 |
+
|
| 188 |
+
df_eos = _canonize_eos_columns(df_eos)
|
| 189 |
+
|
| 190 |
+
|
| 191 |
def region_ok(x: Any) -> bool:
|
| 192 |
s = str(x or "").strip().lower()
|
| 193 |
if not s:
|
|
|
|
| 250 |
if not raw:
|
| 251 |
return ParsedDate(raw="", kind="missing", value=None)
|
| 252 |
|
| 253 |
+
# Common US formats: M/D/YY or M/D/YYYY (e.g., 6/24/24, 9/30/21)
|
| 254 |
+
for fmt in ("%m/%d/%y", "%m/%d/%Y", "%-m/%-d/%y", "%-m/%-d/%Y"):
|
| 255 |
+
try:
|
| 256 |
+
dt = datetime.strptime(raw, fmt).date()
|
| 257 |
+
return ParsedDate(raw=raw, kind="full", value=dt)
|
| 258 |
+
except Exception:
|
| 259 |
+
pass
|
| 260 |
+
|
| 261 |
+
# ISO-ish: YYYY
|
| 262 |
if re.fullmatch(r"\d{4}", raw):
|
| 263 |
y = int(raw)
|
| 264 |
if y == TODAY.year:
|
|
|
|
| 267 |
return ParsedDate(raw=raw, kind="year", value=date(y, 1, 1))
|
| 268 |
return ParsedDate(raw=raw, kind="year", value=date(y, 12, 31))
|
| 269 |
|
| 270 |
+
# YYYY-MM
|
| 271 |
if re.fullmatch(r"\d{4}-\d{2}", raw):
|
| 272 |
try:
|
| 273 |
y, m = raw.split("-")
|
|
|
|
| 275 |
except Exception:
|
| 276 |
return ParsedDate(raw=raw, kind="bad", value=None)
|
| 277 |
|
| 278 |
+
# YYYY-MM-DD
|
| 279 |
+
if re.fullmatch(r"\d{4}-\d{2}-\d{2}", raw):
|
| 280 |
+
try:
|
| 281 |
+
dt = datetime.strptime(raw, "%Y-%m-%d").date()
|
| 282 |
+
return ParsedDate(raw=raw, kind="full", value=dt)
|
| 283 |
+
except Exception:
|
| 284 |
+
return ParsedDate(raw=raw, kind="bad", value=None)
|
| 285 |
+
|
| 286 |
+
# Last resort: leave as raw (unparsed)
|
| 287 |
+
return ParsedDate(raw=raw, kind="bad", value=None)
|
| 288 |
+
|
| 289 |
if re.fullmatch(r"\d{4}-\d{2}-\d{2}", raw):
|
| 290 |
try:
|
| 291 |
dt = datetime.strptime(raw, "%Y-%m-%d").date()
|
|
|
|
| 438 |
|
| 439 |
def device_is_4g(row: pd.Series) -> bool:
|
| 440 |
# Detect LTE/4G even when the description uses "Cat 4 / Cat6 / Cat 12" without saying "LTE"
|
| 441 |
+
t = norm_text(row.get("description","")) + " " + norm_text(row.get("notes","")) + " " + norm_text(row.get("sku",""))
|
| 442 |
+
|
| 443 |
+
# If it explicitly says 5G/NR, treat as not 4G-only
|
| 444 |
+
if ("5g" in t) or ("nr" in t):
|
| 445 |
+
return False
|
| 446 |
+
|
| 447 |
+
# Classic signals
|
| 448 |
+
if ("lte" in t) or ("4g" in t):
|
| 449 |
+
return True
|
| 450 |
+
|
| 451 |
+
# LTE category signals (Cat 1..20 are LTE categories; Cat M1/M2 are LTE-M)
|
| 452 |
+
if re.search(r"\bcat\s*[-]?\s*(m1|m2)\b", t):
|
| 453 |
+
return True
|
| 454 |
+
|
| 455 |
+
m = re.search(r"\bcat\s*[-]?\s*(\d{1,2})\b", t)
|
| 456 |
+
if m:
|
| 457 |
+
try:
|
| 458 |
+
cat = int(m.group(1))
|
| 459 |
+
if 0 < cat <= 20:
|
| 460 |
+
return True
|
| 461 |
+
except Exception:
|
| 462 |
+
pass
|
| 463 |
+
|
| 464 |
+
# If "cat" appears at all, it's almost always LTE-family
|
| 465 |
+
if "cat" in t:
|
| 466 |
+
return True
|
| 467 |
+
|
| 468 |
+
return False
|
| 469 |
|
| 470 |
# If it explicitly says 5G/NR, treat as not 4G-only
|
| 471 |
if ("5g" in t) or ("nr" in t):
|
routers_eos_eol_by_sku.csv
CHANGED
|
@@ -1,98 +1,426 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
| 1 |
+
SKU,manufacturer,Device Type,end_of_sale,end_of_life,suggested_replacement,advanced_5g_option
|
| 2 |
+
1002-CMF4-OUS,Digi,Router,2024,2027,NA,unknown
|
| 3 |
+
ASB-EX15-WC18-GLB,Digi,Router,2024,2027,EX15 w/DIGI 360,EX50
|
| 4 |
+
ASB-EX15-WX04-OUS,Digi,Router,2024,2027,EX15 w/DIGI 360,EX50
|
| 5 |
+
ASB-EX15-WX06-GLB,Digi,Router,2024,2027,EX15 w/DIGI 360,EX50
|
| 6 |
+
ASB-EX15-WX06-OUS,Digi,Router,2024,2027,EX15 w/DIGI 360,EX50
|
| 7 |
+
ASB-EX15-WX11-OUS,Digi,Router,2024,2027,EX15 w/DIGI 360,EX50
|
| 8 |
+
ASB-EX15-XX04-OUS,Digi,Router,2024,2027,EX15 w/DIGI 360,EX50
|
| 9 |
+
ASB-EX15-XX06-OUS,Digi,Router,2024,2027,EX15 w/DIGI 360,EX50
|
| 10 |
+
ASB-EX15-XX07-OUS,Digi,Router,2024,2027,EX15 w/DIGI 361,EX50
|
| 11 |
+
ASB-EX15-XX11-OUS,Digi,Router,2024,2027,EX15 w/DIGI 362,EX50
|
| 12 |
+
ASB-EX15-XX18-OUS-1,Digi,Router,2024,2027,EX15 w/DIGI 363,EX50
|
| 13 |
+
ASB-EX15-XXG4-GLB,Digi,Router,2024,2027,EX15 w/DIGI 364,EX50
|
| 14 |
+
IX20-W000-GLB,Digi,Router,2024,2027,IX20 W/DIGI 360,IX40
|
| 15 |
+
TX54-A106,Digi,Router,2024,2027,NA,TX54 5G
|
| 16 |
+
TX54-A112,Digi,Router,2024,2027,NA,TX54 5G
|
| 17 |
+
TX54-A206,Digi,Router,2024,2027,NA,TX54 5G
|
| 18 |
+
TX64-A121,Digi,Router,2024,2027,NA,TX64 5G
|
| 19 |
+
TX64-A141,Digi,Router,2024,2027,NA,TX64 5G
|
| 20 |
+
TX64-A161-PR,Digi,Router,2024,2027,NA,TX64 5G
|
| 21 |
+
TX64-R210-PR,Digi,Router,2024,2027,NA,TX64 5G
|
| 22 |
+
6300-CX,Digi (Accelerated Concepts),Router,2022,2024,EX15 w/DIGI 364,EX50
|
| 23 |
+
6300-DX,Digi (Accelerated Concepts),Router,2022,2024,EX15 w/DIGI 364,EX50
|
| 24 |
+
6300-MX,Digi (Accelerated Concepts),Router,2022,2027,EX15 w/DIGI 364,EX50
|
| 25 |
+
2100LE-VZF,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E3000-5GB
|
| 26 |
+
2100LE2-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E3000-5GB
|
| 27 |
+
2100LP-ATF,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E3000-5GB
|
| 28 |
+
2100LP-F,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E3000-5GB
|
| 29 |
+
2100LP2-EUF,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E3000-5GB
|
| 30 |
+
2100LP2-UKF,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E3000-5GB
|
| 31 |
+
2100LP3-AU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 32 |
+
2100LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 33 |
+
2100LP3-UK,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 34 |
+
2100LP5-AU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 35 |
+
2100LP5-UK,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 36 |
+
2100LP6-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 37 |
+
2100LP6-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 38 |
+
2100LP6-UK,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 39 |
+
2100LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 40 |
+
2100LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 41 |
+
2100LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 42 |
+
2100LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 43 |
+
AER1600LP4,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C18B,E400-5GE-AM
|
| 44 |
+
AER1600LP5,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C18B,E400-5GE-AM
|
| 45 |
+
AER1600LP6,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C18B,E400-5GE-AM
|
| 46 |
+
AER1600LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400-5GE-AM
|
| 47 |
+
AER1600LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400-5GE-AM
|
| 48 |
+
AER1600LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400-5GE-AM
|
| 49 |
+
AER1600LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400-5GE-AM
|
| 50 |
+
AER1600NM,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C18B,E400-5GE-AM
|
| 51 |
+
AER1650LP4,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C18B,E400-5GE-AM
|
| 52 |
+
AER1650LP5,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C18B,E400-5GE-AM
|
| 53 |
+
AER1650LP6,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C18B,E400-5GE-AM
|
| 54 |
+
AER1650LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400-5GE-AM
|
| 55 |
+
AER1650LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400-5GE-AM
|
| 56 |
+
AER1650LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400-5GE-AM
|
| 57 |
+
AER1650LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400-5GE-AM
|
| 58 |
+
AER1650NM,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C18B,E400-5GE-AM
|
| 59 |
+
AER2200-1200M,Ericsson Enterprise Wireless (Cradlepoint),Router,2020,2025,E300-C18B,E3000-5GB
|
| 60 |
+
AER2200-1200M-B-AP,Ericsson Enterprise Wireless (Cradlepoint),Router,2022,2027,E300-C18B,E3000-5GB
|
| 61 |
+
AER2200-1200M-B-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2022,2027,E300-C18B,E3000-5GB
|
| 62 |
+
AER2200-1200M-B-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2022,2027,E300-C18B,E3000-5GB
|
| 63 |
+
AER2200-600M-AP,Ericsson Enterprise Wireless (Cradlepoint),Router,2022,2027,E300-C18B,E3000-5GB
|
| 64 |
+
AER2200-600M-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2022,2027,E300-C18B,E3000-5GB
|
| 65 |
+
AER2200-600M-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2022,2027,E300-C18B,E3000-5GB
|
| 66 |
+
AER3100LP3-AU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 67 |
+
AER3100LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 68 |
+
AER3100LP3-UK,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 69 |
+
AER3100LP5-AU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 70 |
+
AER3100LP5-UK,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 71 |
+
AER3100LP6-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 72 |
+
AER3100LP6-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 73 |
+
AER3100LP6-UK,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 74 |
+
AER3100LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 75 |
+
AER3100LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 76 |
+
AER3100LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 77 |
+
AER3100LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 78 |
+
AER3150LP3-AU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 79 |
+
AER3150LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 80 |
+
AER3150LP3-UK,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 81 |
+
AER3150LP5-AU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 82 |
+
AER3150LP6-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 83 |
+
AER3150LP6-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 84 |
+
AER3150LP6-UK,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 85 |
+
AER3150LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 86 |
+
AER3150LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 87 |
+
AER3150LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 88 |
+
AER3150LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E3000-5GB
|
| 89 |
+
CBA250,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2011,2011,S750-C4D,W1850-5GC
|
| 90 |
+
CBA550,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2024,2029,L950,W1850-5GC
|
| 91 |
+
CBA550-150M-D,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2024,2029,L950-C7A,W1850-5GC
|
| 92 |
+
CBA550-150M-E,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2024,2029,L950-C7B,W1850-5GC
|
| 93 |
+
CBA550-150M-E-G,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2024,2029,L950-C7B,W1850-5GC
|
| 94 |
+
CBA750B,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2016,2021,L950-C7C,W1850-5GC
|
| 95 |
+
CBA750B-INTL,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2016,2021,L950-C7D,W1850-5GC
|
| 96 |
+
CBA750B-LE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2015,2020,L950-C7C,W1850-5GC
|
| 97 |
+
CBA750B-LE2-SP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2015,2020,L950-C7C,W1850-5GC
|
| 98 |
+
CBA750B-LP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2015,2020,L950-C7C,W1850-5GC
|
| 99 |
+
CBA750B-LP-AT,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2015,2020,L950-C7C,W1850-5GC
|
| 100 |
+
CBA750B-LP2-EU,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2014,2020,L950-C7D,W1850-5GC
|
| 101 |
+
CBA750B-LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2016,2021,L950-C7D,W1850-5GC
|
| 102 |
+
CBA750B-LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2016,2021,L950-C7C,W1850-5GC
|
| 103 |
+
CBA750B-LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2016,2021,L950-C7C,W1850-5GC
|
| 104 |
+
CBA750B-LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2016,2021,L950-C7C,W1850-5GC
|
| 105 |
+
CBA750B-LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2016,2021,L950-C7C,W1850-5GC
|
| 106 |
+
CBA750B-W-SP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2014,2016,L950-C7C,W1850-5GC
|
| 107 |
+
CBA750E-SP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2012,2013,L950-C7C,W1850-5GC
|
| 108 |
+
CBA750E-VZ,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2012,2013,L950-C7C,W1850-5GC
|
| 109 |
+
CBA750LE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2013,2018,L950-C7C,W1850-5GC
|
| 110 |
+
CBA750LP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2013,2018,L950-C7C,W1850-5GC
|
| 111 |
+
CBA750LP-AT,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2013,2018,L950-C7C,W1850-5GC
|
| 112 |
+
CBA750W-SP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2013,2018,L950-C7C,W1850-5GC
|
| 113 |
+
CBA850,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,L950,W1850-5GC
|
| 114 |
+
CBA850-1200M,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2020,2025,L950-C7C,W1850-5GC
|
| 115 |
+
CBA850-1200M-B,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,L950-C7C,W1850-5GC
|
| 116 |
+
CBA850-1200M-B-AP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,L950-C7B,W1850-5GC
|
| 117 |
+
CBA850-1200M-B-EU,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,L950-C7B,W1850-5GC
|
| 118 |
+
CBA850LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2018,2023,L950-C7D,W1850-5GC
|
| 119 |
+
CBA850LP4,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2020,2025,L950-C7C,W1850-5GC
|
| 120 |
+
CBA850LP5,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,L950-C7B,W1850-5GC
|
| 121 |
+
CBA850LP6,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,L950-C7A,W1850-5GC
|
| 122 |
+
CBA850LP6-EU,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,L950-C7B,W1850-5GC
|
| 123 |
+
CBA850LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2018,2023,L950-C7C,W1850-5GC
|
| 124 |
+
CBA850LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2018,2023,L950-C7C,W1850-5GC
|
| 125 |
+
CBA850LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2018,2023,L950-C7C,W1850-5GC
|
| 126 |
+
CBA850LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2018,2023,L950-C7C,W1850-5GC
|
| 127 |
+
CR4250,Ericsson Enterprise Wireless (Cradlepoint),Router,2023,2028,NA,E3000-5GB
|
| 128 |
+
CR4250-PoE,Ericsson Enterprise Wireless (Cradlepoint),Router,2023,2028,NA,E3000-5GB
|
| 129 |
+
CTR35,Ericsson Enterprise Wireless (Cradlepoint),Router,2013,2013,S750,R980
|
| 130 |
+
CTR350,Ericsson Enterprise Wireless (Cradlepoint),Router,2010,2011,S750,R980
|
| 131 |
+
CTR500,Ericsson Enterprise Wireless (Cradlepoint),Router,2011,2011,S750,R980
|
| 132 |
+
E100-5GC,Ericsson Enterprise Wireless (Cradlepoint),Router,2026,2031,NA,E400
|
| 133 |
+
E100-C4D,Ericsson Enterprise Wireless (Cradlepoint),Router,2026,2031,NA,E400
|
| 134 |
+
E100-C7C,Ericsson Enterprise Wireless (Cradlepoint),Router,2026,2031,NA,E400
|
| 135 |
+
E102,Ericsson Enterprise Wireless (Cradlepoint),Router,2026,2031,NA,E400
|
| 136 |
+
E102-C7C,Ericsson Enterprise Wireless (Cradlepoint),Router,2026,2031,NA,E400
|
| 137 |
+
E102-C7D,Ericsson Enterprise Wireless (Cradlepoint),Router,2026,2031,NA,E400
|
| 138 |
+
E110-C4D,Ericsson Enterprise Wireless (Cradlepoint),Router,2026,2031,NA,unknown
|
| 139 |
+
E300-C18B,Ericsson Enterprise Wireless (Cradlepoint),Router,2025,2030,NA,E400-5GE-AM
|
| 140 |
+
E300-C4D,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,E300-C7C,unknown
|
| 141 |
+
E3000-C18B,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,unknown,E3000-5GB
|
| 142 |
+
E320,Ericsson Enterprise Wireless (Cradlepoint),Router,2025,2030,unknown,unknown
|
| 143 |
+
E3205GB,Ericsson Enterprise Wireless (Cradlepoint),Router,2025,2030,,unknown
|
| 144 |
+
IBR1100,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2024,IBR1700,unknown
|
| 145 |
+
IBR1100LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,IBR1700-1200M-B,IBR1900
|
| 146 |
+
IBR1100LP6-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,IBR1700-1200M-B,IBR1900
|
| 147 |
+
IBR1100LP6-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2024,IBR1700-1200M-B,IBR1900
|
| 148 |
+
IBR1100LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,IBR1700-1200M-B,IBR1900
|
| 149 |
+
IBR1100LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,IBR1700-1200M-B,IBR1900
|
| 150 |
+
IBR1100LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,IBR1700-1200M-B,IBR1900
|
| 151 |
+
IBR1100LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,IBR1700-1200M-B,IBR1900
|
| 152 |
+
IBR1150,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,IBR1900
|
| 153 |
+
IBR1150LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,IBR1900
|
| 154 |
+
IBR1150LP6-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,IBR1900
|
| 155 |
+
IBR1150LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,IBR1900
|
| 156 |
+
IBR1150LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,IBR1900
|
| 157 |
+
IBR1150LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,IBR1900
|
| 158 |
+
IBR1150LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,IBR1900
|
| 159 |
+
IBR1700-1200M,Ericsson Enterprise Wireless (Cradlepoint),Router,2020,2025,R920,IBR1900
|
| 160 |
+
IBR1700-600M,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,unknown,R1900-5GB
|
| 161 |
+
IBR200-10M(-VZ),Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S400-C6-EA,r980
|
| 162 |
+
IBR200-10M-B(-AT),Ericsson Enterprise Wireless (Cradlepoint),Router,2025,2030,S400,r980
|
| 163 |
+
IBR200-10M-C-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2021,2026,S400-C6-EA,r980
|
| 164 |
+
IBR200-10M-D(-EU),Ericsson Enterprise Wireless (Cradlepoint),Router,2025,2030,S400-C6-EA,r980
|
| 165 |
+
IBR200-10M-PWM,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S400-C6-EA,r980
|
| 166 |
+
IBR350L-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2017,2022,S700,r980
|
| 167 |
+
IBR350LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 168 |
+
IBR350LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 169 |
+
IBR350LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 170 |
+
IBR350LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 171 |
+
IBR350P2,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 172 |
+
IBR350P2-INTL,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 173 |
+
IBR600B,Ericsson Enterprise Wireless (Cradlepoint),Router,2020,2025,S700,r980
|
| 174 |
+
IBR600B-LP4,Ericsson Enterprise Wireless (Cradlepoint),Router,2020,2025,S700,r980
|
| 175 |
+
IBR600C,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S700,r980
|
| 176 |
+
IBR600C-150M,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S700,r980
|
| 177 |
+
IBR600C-150M-B,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S700-C4E,r980
|
| 178 |
+
IBR600C-150M-C,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S700-C4E,r980
|
| 179 |
+
IBR600C-150M-D,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S700-C4D,r980
|
| 180 |
+
IBR600C-LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2023,S700,r980
|
| 181 |
+
IBR600C-LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2023,S700,r980
|
| 182 |
+
IBR600C-LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2023,R920-C7B,r980
|
| 183 |
+
IBR600C-LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2023,S700-C4D,r980
|
| 184 |
+
IBR600E-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700,r980
|
| 185 |
+
IBR600E-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700-C4D,r980
|
| 186 |
+
IBR600LE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700,r980
|
| 187 |
+
IBR600LE-VZ-PWD,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700-C4D,r980
|
| 188 |
+
IBR600LE2-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700,r980
|
| 189 |
+
IBR600LP,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700-C4D,r980
|
| 190 |
+
IBR600LP-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700-C4D,r980
|
| 191 |
+
IBR600LP-AT-PWD,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700-C4D,r980
|
| 192 |
+
IBR600LP2-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,S700-C4D,r980
|
| 193 |
+
IBR600LP2-EU-PWD,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,S700-C4D,r980
|
| 194 |
+
IBR600LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700-C4D,r980
|
| 195 |
+
IBR600LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700-C4D,r980
|
| 196 |
+
IBR600LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700-C4D,r980
|
| 197 |
+
IBR600LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 198 |
+
IBR600LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700-C4D,r980
|
| 199 |
+
IBR600NM,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 200 |
+
IBR600NM-INTL,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S700,r980
|
| 201 |
+
IBR600P,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700-C4D,r980
|
| 202 |
+
IBR600P-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700-C4D,r980
|
| 203 |
+
IBR600P-INTL,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S700,r980
|
| 204 |
+
IBR650B,Ericsson Enterprise Wireless (Cradlepoint),Router,2020,2025,S750,r980
|
| 205 |
+
IBR650B-LP4,Ericsson Enterprise Wireless (Cradlepoint),Router,2020,2025,S750-C4D,r980
|
| 206 |
+
IBR650C,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S750,r980
|
| 207 |
+
IBR650C-150M,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S750-C4D,r980
|
| 208 |
+
IBR650C-150M-D-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,S750-C4D,r980
|
| 209 |
+
IBR650C-LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2023,IBR650C-150M-D-NA,r980
|
| 210 |
+
IBR650C-LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2023,IBR650C-150M-D-NA,r980
|
| 211 |
+
IBR650C-LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2023,IBR900-600M,r980
|
| 212 |
+
IBR650C-LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2019,2023,IBR650C-150M-D-NA,r980
|
| 213 |
+
IBR650LE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,R920-C7B,r980
|
| 214 |
+
IBR650LE2-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S750,r980
|
| 215 |
+
IBR650LP-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S750,r980
|
| 216 |
+
IBR650LP2-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,S750,r980
|
| 217 |
+
IBR650LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S750,r980
|
| 218 |
+
IBR650LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S750,r980
|
| 219 |
+
IBR650LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S750,r980
|
| 220 |
+
IBR650LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S750,r980
|
| 221 |
+
IBR650NM,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920-C7B,r980
|
| 222 |
+
IBR650NM-INTL,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,S750,r980
|
| 223 |
+
IBR650P,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S750,r980
|
| 224 |
+
IBR650P-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S750,r980
|
| 225 |
+
IBR650P-INTL,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S750,r980
|
| 226 |
+
IBR650W,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,S750,r980
|
| 227 |
+
IBR900,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,R920,r980
|
| 228 |
+
IBR900-1200M,Ericsson Enterprise Wireless (Cradlepoint),Router,2020,2025,R920,r980
|
| 229 |
+
IBR900-1200M-B,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,R920-C7B,r980
|
| 230 |
+
IBR900-600M,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,R920-C7B,r980
|
| 231 |
+
IBR900-FIPS,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,R920-FIPS,r980
|
| 232 |
+
IBR900-FIPS-1200M-B,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,R920-FIPS-C7A,r980
|
| 233 |
+
IBR900-FIPS-600M,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,R920-FIPS-C7A,r980
|
| 234 |
+
IBR900LP5-AP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 235 |
+
IBR900LP6-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 236 |
+
IBR900LP6-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 237 |
+
IBR900LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 238 |
+
IBR900LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 239 |
+
IBR900LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 240 |
+
IBR900LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 241 |
+
IBR900NM,Ericsson Enterprise Wireless (Cradlepoint),Router,2024,2029,R920-C7B,r980
|
| 242 |
+
IBR950,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 243 |
+
IBR950LP6-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 244 |
+
IBR950LP6-NA,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 245 |
+
IBR950LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 246 |
+
IBR950LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 247 |
+
IBR950LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,R920,r980
|
| 248 |
+
L950-C7B,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2025,2030,S400-C6-EA,W1850-5GC
|
| 249 |
+
MBR1000,Ericsson Enterprise Wireless (Cradlepoint),Router,2011,2011,E300-C18B,E400
|
| 250 |
+
MBR1100,Ericsson Enterprise Wireless (Cradlepoint),Router,2010,2011,E300-C18B,E400
|
| 251 |
+
MBR1200B,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400
|
| 252 |
+
MBR1200B-INTL,Ericsson Enterprise Wireless (Cradlepoint),Router,2018,2023,E300-C18B,E400
|
| 253 |
+
MBR1200CP,Ericsson Enterprise Wireless (Cradlepoint),Router,2011,2011,E300-C18B,E400
|
| 254 |
+
MBR1400,Ericsson Enterprise Wireless (Cradlepoint),Router,2016,2021,E300-C18B,E400
|
| 255 |
+
MBR1400-INTL,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E400
|
| 256 |
+
MBR1400E-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2012,2013,E300-C18B,E400
|
| 257 |
+
MBR1400E-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2012,2013,E300-C18B,E400
|
| 258 |
+
MBR1400LE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,E300-C18B,E400
|
| 259 |
+
MBR1400LE2-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,E300-C18B,E400
|
| 260 |
+
MBR1400LP,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,E300-C18B,E400
|
| 261 |
+
MBR1400LP-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2015,2020,E300-C18B,E400
|
| 262 |
+
MBR1400LP2-EU3,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E400
|
| 263 |
+
MBR1400LP3-EU,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E400
|
| 264 |
+
MBR1400LPE-AT,Ericsson Enterprise Wireless (Cradlepoint),Router,2016,2021,E300-C18B,E400
|
| 265 |
+
MBR1400LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Router,2016,2021,E300-C18B,E400
|
| 266 |
+
MBR1400LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2016,2021,E300-C18B,E400
|
| 267 |
+
MBR1400LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Router,2016,2021,E300-C18B,E400
|
| 268 |
+
MBR1400W-SP,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2016,E300-C18B,E400
|
| 269 |
+
MBR1400v2,Ericsson Enterprise Wireless (Cradlepoint),Router,2016,2021,E300-C18B,E400
|
| 270 |
+
MBR800,Ericsson Enterprise Wireless (Cradlepoint),Router,2011,2011,E300-C18B,E400
|
| 271 |
+
MBR90,Ericsson Enterprise Wireless (Cradlepoint),Router,2011,2011,E300-C18B,E400
|
| 272 |
+
MBR900,Ericsson Enterprise Wireless (Cradlepoint),Router,2011,2011,E300-C18B,E400
|
| 273 |
+
MBR95,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E400
|
| 274 |
+
MBR95-INTL,Ericsson Enterprise Wireless (Cradlepoint),Router,2014,2019,E300-C18B,E400
|
| 275 |
+
MC100E-SP,Ericsson Enterprise Wireless (Cradlepoint),Modem,2012,2013,MC400-1200M-B,MC400-5G
|
| 276 |
+
MC100E-VZ,Ericsson Enterprise Wireless (Cradlepoint),Modem,2012,2013,MC400-1200M-B,MC400-5G
|
| 277 |
+
MC100W,Ericsson Enterprise Wireless (Cradlepoint),Modem,2014,2019,MC400-1200M-B,MC400-5G
|
| 278 |
+
MC200LE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Modem,2015,2020,MC400-1200M-B,MC400-5G
|
| 279 |
+
MC200LE2-SP,Ericsson Enterprise Wireless (Cradlepoint),Modem,2015,2020,MC400-1200M-B,MC400-5G
|
| 280 |
+
MC200LP,Ericsson Enterprise Wireless (Cradlepoint),Modem,2015,2020,MC400-1200M-B,MC400-5G
|
| 281 |
+
MC200LP-AT,Ericsson Enterprise Wireless (Cradlepoint),Modem,2015,2020,MC400-1200M-B,MC400-5G
|
| 282 |
+
MC300LE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Modem,2014,2019,MC400-1200M-B,MC400-5G
|
| 283 |
+
MC300LP,Ericsson Enterprise Wireless (Cradlepoint),Modem,2014,2019,MC400-1200M-B,MC400-5G
|
| 284 |
+
MC300LP-AT,Ericsson Enterprise Wireless (Cradlepoint),Modem,2014,2019,MC400-1200M-B,MC400-5G
|
| 285 |
+
MC300LP2-EU,Ericsson Enterprise Wireless (Cradlepoint),Modem,2014,2019,MC400-1200M-B,MC400-5G
|
| 286 |
+
MC400-1200M,Ericsson Enterprise Wireless (Cradlepoint),Modem,2020,2025,MC400-1200M-B,MC400-5G
|
| 287 |
+
MC400-600M-C-AT,Ericsson Enterprise Wireless (Cradlepoint),Modem,2020,2025,MC400-1200M-B,MC400-5G
|
| 288 |
+
MC400LE2-SP,Ericsson Enterprise Wireless (Cradlepoint),Modem,2014,2019,MC400-1200M-B,MC400-5G
|
| 289 |
+
MC400LP3-EU-ARC,Ericsson Enterprise Wireless (Cradlepoint),Modem,2016,2021,MC400-1200M-B,MC400-5G
|
| 290 |
+
MC400LP4,Ericsson Enterprise Wireless (Cradlepoint),Modem,2020,2025,MC400-1200M-B,MC400-5G
|
| 291 |
+
MC400LP5,Ericsson Enterprise Wireless (Cradlepoint),Modem,2022,2027,MC400-1200M-B,MC400-5G
|
| 292 |
+
MC400LP6,Ericsson Enterprise Wireless (Cradlepoint),Modem,2022,2027,MC400-1200M-B,MC400-5G
|
| 293 |
+
MC400LPE-GN,Ericsson Enterprise Wireless (Cradlepoint),Modem,2018,2023,MC400-1200M-B,MC400-5G
|
| 294 |
+
MC400LPE-GN-ARC,Ericsson Enterprise Wireless (Cradlepoint),Modem,2016,2021,MC400-1200M-B,MC400-5G
|
| 295 |
+
MC400LPE-SP,Ericsson Enterprise Wireless (Cradlepoint),Modem,2018,2023,MC400-1200M-B,MC400-5G
|
| 296 |
+
MC400LPE-SP-ARC,Ericsson Enterprise Wireless (Cradlepoint),Modem,2016,2021,MC400-1200M-B,MC400-5G
|
| 297 |
+
MC400LPE-VZ,Ericsson Enterprise Wireless (Cradlepoint),Modem,2018,2023,MC400-1200M-B,MC400-5G
|
| 298 |
+
MC400LPE-VZ-ARC,Ericsson Enterprise Wireless (Cradlepoint),Modem,2016,2021,MC400-1200M-B,MC400-5G
|
| 299 |
+
W1850-5GB,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2024,2029,NA,W1850-5GC
|
| 300 |
+
W2000,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,NA,W1850-5GC
|
| 301 |
+
W2000-5GA,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,NA,W1850-5GC
|
| 302 |
+
W2000-5GB,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,NA,W1850-5GC
|
| 303 |
+
W2005,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2024,2029,NA,W1855-5GC
|
| 304 |
+
W2005-5GA,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2022,2027,NA,W1855-5GC
|
| 305 |
+
W2005-5GB,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2024,2029,NA,W1855-5GC
|
| 306 |
+
W4005,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2025,2030,NA,NA
|
| 307 |
+
W4005-5GB,Ericsson Enterprise Wireless (Cradlepoint),Adapter,2025,2030,NA,NA
|
| 308 |
+
BPL-021X-LTE-US-T,Peplink,Router,2023,TBD,unknown,unknown
|
| 309 |
+
BPL-031-LTE-US-T,Peplink,Router,2023,TBD,unknown,unknown
|
| 310 |
+
BPL-031-LTEA-W-T,Peplink,Router,2023,TBD,unknown,unknown
|
| 311 |
+
BPL-310X-GLTE-G-T,Peplink,Router,2023,TBD,unknown,unknown
|
| 312 |
+
EXM-2GLTE-G,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 313 |
+
EXM-2X5GD,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 314 |
+
EXM-MBX-T2-5GD,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 315 |
+
MAX-600,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 316 |
+
MAX-BR1-AE-IP55,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 317 |
+
MAX-BR1-ENT,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 318 |
+
MAX-BR1-ENT-LTE,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 319 |
+
MAX-BR1-ESN-LTEA,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 320 |
+
MAX-BR1-LTE-US,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 321 |
+
MAX-BR1-LTEA-W-T,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 322 |
+
MAX-BR1-M2M,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 323 |
+
MAX-BR1-M2M-LTE,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 324 |
+
MAX-BR1-MINI,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 325 |
+
MAX-BR1-MK2,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 326 |
+
MAX-BR1-PRO-LTE,Peplink,Router,2023,TBD,Max BR 1 Pro 5G,Max BR 1 Pro 5G
|
| 327 |
+
MAX-BR1-SLIM,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 328 |
+
MAX-BR1-SLIM-LTE,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 329 |
+
MAX-BR2-AE-IP55,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 330 |
+
MAX-BR2-AE-SF,Peplink,Router,2023,TBD,Max BR 1 Mini HW3,Max BR 1 Mini 5G
|
| 331 |
+
MAX-HD1-DOM-M,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 332 |
+
MAX-HD2-DOM-M,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 333 |
+
MAX-HD2-LTE-US-T,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 334 |
+
MAX-HD2-LTEA,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 335 |
+
MAX-HD2-LTEA-W,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 336 |
+
MAX-HD2-LTEA-W-T,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 337 |
+
MAX-HD2-M-IP67,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 338 |
+
MAX-HD2-M-LTE,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 339 |
+
MAX-HD2-MBX,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 340 |
+
MAX-HD2-MFA,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 341 |
+
MAX-HD2-MINI-LTE,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 342 |
+
MAX-HD2-MINI-LTE-US-T,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 343 |
+
MAX-HD4-LTE-US-T,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 344 |
+
MAX-HD4-LTEA,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 345 |
+
MAX-HD4-MBX,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 346 |
+
MAX-HD4-MFA-LTE,Peplink,Router,2023,TBD,NA,HD Dome 5G
|
| 347 |
+
MAX-OTG-U4,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 348 |
+
MAX-OTG-U4-SF,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 349 |
+
MAX-TST-5GD-T,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 350 |
+
MAX-TST-DUO,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 351 |
+
MAX-TST-DUO-LC,Peplink,Router,2023,TBD,NA,Max BR2 Pro 5G
|
| 352 |
+
MAX-TST-GLTE-G-T,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 353 |
+
MAX-TST-LTEA-R-T,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 354 |
+
MAX-TST-LTEA-W-T,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 355 |
+
MAX-TST-MINI-LTE,Peplink,Router,2023,TBD,NA,Max BR 1 Mini 5G
|
| 356 |
+
MAX-TST-PROE,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 357 |
+
MAX-TST-US-T,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 358 |
+
UBR-LTE-US-T-PRM,Peplink,Router,2023,TBD,NA,Max BR 1 Pro 5G
|
| 359 |
+
WR11,Digi,Router,2022,2022, IX10,IX40
|
| 360 |
+
WR11-XT,Digi,Router,2021,2022, IX10,IX40
|
| 361 |
+
WR21,Digi,Router,2022,2022, IX20,IX40
|
| 362 |
+
WR44,Digi,Router,2023,2023, TX64,TX64
|
| 363 |
+
WR44-R,Digi,Router,2023,2023, TX64,TX64 5G
|
| 364 |
+
WR44-RR,Digi,Router,2023,2023, TX64,TX64 5G
|
| 365 |
+
WR11,Digi,Router,2022,2023, IX10, IX40
|
| 366 |
+
WR11-XT,Digi,Router,2021,2023, IX10, IX40
|
| 367 |
+
WR21,Digi,Router,2016,2024, IX20, IX40
|
| 368 |
+
WR44,Digi,Router,2016,2021, TX64, TX64 5G
|
| 369 |
+
WR44-R,Digi,Router,2016,2021, TX64, TX64 5G
|
| 370 |
+
WR44-RR,Digi,Router,2023,2025, TX64, TX64 5G Rail
|
| 371 |
+
EX450,Semtech (Sierra Wireless),Router,2019,2023,RX55, XR60
|
| 372 |
+
ES450,Semtech (Sierra Wireless),Router,2021,2025, LX60, XR60
|
| 373 |
+
GX400,Semtech (Sierra Wireless),Router,2016,2021,RX55, XR60
|
| 374 |
+
GX440,Semtech (Sierra Wireless),Router,2016,2021,RX55, XR60
|
| 375 |
+
GX450,Semtech (Sierra Wireless),Router,2020,2023, RV55, XR60
|
| 376 |
+
LS300,Semtech (Sierra Wireless),Router,TBD,2019,RX55, XR60
|
| 377 |
+
LX60,Semtech (Sierra Wireless),Router,TBD,TBD,RX55, XR60
|
| 378 |
+
MG90,Semtech (Sierra Wireless),Router,2025,2028, XR80 (LTE Cat 20), XR80
|
| 379 |
+
MP70,Semtech (Sierra Wireless),Router,2021,2025, MP70 (Cat 12), XR80
|
| 380 |
+
RV50,Semtech (Sierra Wireless),Router,2019,2022,RX55, XR60
|
| 381 |
+
RV50X,Semtech (Sierra Wireless),Router,2025,2030,RX55, XR60
|
| 382 |
+
RUT240,Teltonika,Router,2023,2028,RUT241,Teltonika RUTX50
|
| 383 |
+
RUT360,Teltonika,Router,2023,2028,RUT361,Teltonika RUTX50
|
| 384 |
+
3GHWIC,Cisco,Modem,2012,2017,NIM-LTEA-EA,P-5GS6-R16SA-GL
|
| 385 |
+
4G LTE EHWIC MODULES (ISR,Cisco,Modem,2019,2024,NIM-LTEA-EA,P-5GS6-R16SA-GL
|
| 386 |
+
4GLTE2.0EHWIC,Cisco,Modem,2019,2024,NIM-LTEA-EA,P-5GS6-R16SA-GL
|
| 387 |
+
881G,Cisco,Router,2019,2024,ISR 1100 Series,Catalyst Cellular Gateway CG522-E
|
| 388 |
+
887,Cisco,Router,2019,2024,ISR 1100 Series,Catalyst Cellular Gateway CG522-E
|
| 389 |
+
896,Cisco,Router,2019,2024,ISR 1100 Series,Catalyst Cellular Gateway CG522-E
|
| 390 |
+
897,Cisco,Router,2019,2024,ISR 1100 Series,Catalyst Cellular Gateway CG522-E
|
| 391 |
+
829 Industrial Router,Cisco,Router,2023,2028,IR1101 + LTE PIM,IR1831.+ 5G PIM
|
| 392 |
+
809 Hardended,Cisco,Router,2021,2025,IR1101 + LTE PIM,IR1831.+ 5G PIM
|
| 393 |
+
IR829 (LTE + WIFI),Cisco,Router,2021,2024,IR1101 + LTE PIM,IR1831.+ 5G PIM
|
| 394 |
+
819 Integrated Router (4G),Cisco,Router,2019,2024,IR1101 + LTE PIM,IR1831.+ 5G PIM
|
| 395 |
+
4G LTE EHWIC (ISR G2),Cisco,Modem,2019,2024,LTE NIMs,5G PIM
|
| 396 |
+
3G HWIC & 4G LTE 2.0 EHWIC,Cisco,Modem,2017,2024,LTE EHWIC,IR1831.+ 5G PIM
|
| 397 |
+
819 Hardended (HSPA+/EVDO),Cisco,Router,2016,2021,IR1101 + LTE PIM,IR1831.+ 5G PIM
|
| 398 |
+
MG21,Cisco (Meraki),Adapter,2024,2029,MG41 (Cat 18 LTE) | MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52
|
| 399 |
+
MG21-HW-NA,Cisco (Meraki),Adapter,2025,2029,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52
|
| 400 |
+
MG21-HW-WW,Cisco (Meraki),Adapter,2025,2029,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52
|
| 401 |
+
MG21E,Cisco (Meraki),Adapter,2024,2029,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52
|
| 402 |
+
MG21E-HW-NA,Cisco (Meraki),Adapter,2024,2029,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52
|
| 403 |
+
MG21E-HW-WW,Cisco (Meraki),Adapter,2024,2029,MG41 (Cat18 LTE) or - (5G-capable) MG551E still (Note: MG21 series supported of 2025) as,MG52
|
| 404 |
+
MG51,Cisco (Meraki),Adapter,2025,1930,"Cellular MG51E Gateway (external antenna Cat 20) version,- model current | MG52 (5G Standalone)",MG52
|
| 405 |
+
MG51-HW,Cisco (Meraki),Adapter,2025,1930,"Cellular MG51E Gateway (external antenna Cat 20) version,- model current | MG52 (5G Standalone)",MG52
|
| 406 |
+
MG51E-HW,Cisco (Meraki),Adapter,2025,1930,"Cellular MG51E Gateway (external antenna Cat 20) version,- model current | MG52 (5G Standalone)",MG52
|
| 407 |
+
MX64,Cisco (Meraki),Router,1905,1905,MX67C,MX67 + MG52
|
| 408 |
+
Z3-HW,Cisco (Meraki),Router,2024,2029, Z4C,Z4C+MG52
|
| 409 |
+
Z3C,Cisco (Meraki),Router,2024,2029, Z4C,Z4C+MG52
|
| 410 |
+
Z3C-HW-NA,Cisco (Meraki),Router,2024,2029, Z4C,Z4C+MG52
|
| 411 |
+
MTE-LAT6-B07-US,MultiTech,Router,2025,2025,MTE-LAT6-B07-US,rCell 300 Series Intelligent Router
|
| 412 |
+
MTR-G3-B16,MultiTech,Router,2021,2021,MTR-G3-B16,MTR-MNG2-B07
|
| 413 |
+
MTR-G3-B16-EU-GB,MultiTech,Router,2021,2021,MTR-G3-B16-EU-GB,MTR-MNG2-B07-WW
|
| 414 |
+
MTR-MNG2-B07,MultiTech,Router,2025,2025,MTR-MNG2-B07,rCell 300 Series Intelligent Router
|
| 415 |
+
MTR-MNG2-B07-WW,MultiTech,Router,2025,2025,MTR-MNG2-B07-WW,rCell 300 Series Intelligent Router
|
| 416 |
+
MTR-MNG2-B10,MultiTech,Router,2025,2025,MTR-MNG2-B10,rCell 300 Series Intelligent Router
|
| 417 |
+
MTR-MNG2-B10-WW,MultiTech,Router,2025,2025,MTR-MNG2-B10-WW,rCell 300 Series Intelligent Router
|
| 418 |
+
ACM5004-LR-E,Opengear,Router,2016,2021,ACM5000 family (ACM5004-LR-E etc),ACM7000 Family
|
| 419 |
+
ACM5504-5-LR-I,Opengear,Router,2016,2021,ACM5500 family (ACM5504-5-LR-I etc),ACM7000 Family
|
| 420 |
+
ACM7004-2-LA,Opengear,Router,2017,2021,ACM7004-2-Lx family (ACM7004-2-LA/LR/LV etc),ACM7004-2-L
|
| 421 |
+
ACM7004-2-LR,Opengear,Router,2017,2021,ACM7004-2-Lx family (ACM7004-2-LA/LR/LV etc),ACM7004-2-L
|
| 422 |
+
ACM7004-2-LV,Opengear,Router,2017,2021,ACM7004-2-Lx family (ACM7004-2-LA/LR/LV etc),ACM7004-2-L
|
| 423 |
+
CM7100,Opengear,Router,2024,2030,CM7100 family (all SKUs),CM8100 Family
|
| 424 |
+
IM4208-2-,Opengear,Router,2016,2020,"IM4200 family (IM4208-2-...,IM4248-2-...)",IM7200
|
| 425 |
+
IM4248-2-,Opengear,Router,2016,2020,"IM4200 family (IM4208-2-...,IM4248-2-...)",IM7200
|
| 426 |
+
IM7200,Opengear,Router,2024,2030,IM7200 family (all SKUs),CM8100-10G Family
|