sol: support-inbox triage classifier, gold set, machine-checkable verdict
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#!/usr/bin/env python3
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"""Machine-checkable verdict for the sol support-triage artifact.
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Exits 0 only if every check below passes. Each check is executed against the
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real artifact: the classifier is run on the gold set, the self-check suite is
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run to completion, and the generated report is parsed and compared. This is a
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test of the artifact, not a restatement of it.
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"""
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import json
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import os
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import py_compile
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import subprocess
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import sys
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HERE = os.path.dirname(os.path.abspath(__file__))
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ARTIFACT = os.path.join(HERE, "sol-support-triage-2026-11-05")
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FAILURES = []
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def check(name, cond, detail=""):
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status = "ok" if cond else "FAIL"
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print("[%s] %s %s" % (status, name, detail))
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if not cond:
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FAILURES.append(name)
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def find_repo_copy(start):
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"""Climb from *start* and return the first ancestor that holds the
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troupe repo copy of the soruce triage work, or None if not found."""
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path = os.path.abspath(start)
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for _ in range(20):
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cand = os.path.join(path, "troupe-standup", "wizard-work", "sol")
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if os.path.isdir(cand):
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return cand
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parent = os.path.dirname(path)
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if parent == path:
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break
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path = parent
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return None
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def main():
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# 1. Artifact files exist under the wizard-outputs deliverable dir.
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for fname in ["classifier.py", "gold.json", "run_audit.py",
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"test_support_triage.py", "support-triage-report.json",
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"summary.md", "CHECK-support-triage-2026-11-05.py"]:
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p = os.path.join(ARTIFACT, fname)
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check("artifact." + fname, os.path.isfile(p), p)
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# 2. Classifier compiles cleanly.
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try:
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py_compile.compile(os.path.join(ARTIFACT, "classifier.py"), doraise=True)
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check("classifier.compiles", True)
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except py_compile.PyCompileError as exc:
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check("classifier.compiles", False, str(exc))
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# 3. Self-check suite exits 0 (measured behaviour on the gold set).
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runner = os.path.join(ARTIFACT, "test_support_triage.py")
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proc = subprocess.run([sys.executable, runner], capture_output=True, text=True)
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check("self-check.exit0", proc.returncode == 0, proc.stdout.strip())
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if proc.returncode != 0:
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print(proc.stderr)
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# 4. Report is valid JSON, complete, and every gold item is correct.
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rep_path = os.path.join(ARTIFACT, "support-triage-report.json")
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try:
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with open(rep_path) as fh:
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rep = json.load(fh)
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check("report.valid_json", True)
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except Exception as exc:
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check("report.valid_json", False, str(exc))
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rep = {}
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check("report.total==20", rep.get("total") == 20, "total=%r" % rep.get("total"))
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items = rep.get("items", [])
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check("report.items==20", len(items) == 20, "count=%d" % len(items))
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all_correct = bool(items) and all(it.get("correct") for it in items)
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check("report.all_correct", all_correct)
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# 5. Repo copy of the artifact is present under the troupe repo.
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repo_copy = find_repo_copy(HERE)
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check("repo.dir_present", repo_copy is not None, str(repo_copy))
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print("----")
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if FAILURES:
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print("VERDICT: FAIL (%d check(s) failed)" % len(FAILURES))
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return 1
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print("VERDICT: PASS")
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return 0
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if __name__ == "__main__":
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sys.exit(main())
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@@ -0,0 +1,85 @@
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#!/usr/bin/env python3
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"""Rule-based support-inquiry router (deterministic, zero external deps).
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Each category carries a list of case-insensitive substring keywords (single
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words and phrases). A query is scored by counting matches per category.
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Ties and zero matches both resolve to a single category by the fixed priority
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order, so routing is a pure function with no randomness.
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Run:
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python3 classifier.py < input.txt # one inquiry per line
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"""
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CATEGORY_PRIORITY = [
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"account",
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"billing",
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"technical_support",
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"feature_request",
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"other",
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]
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CATEGORIES = {
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"account": {
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"keywords": [
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"password", "forgot", "login", "sign in", "sign-in",
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"session", "authenticate", "two-factor", "2fa", "locked",
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"unlock", "reset", "account access",
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],
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},
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"billing": {
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"keywords": [
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"invoice", "charged", "charging", "payment", "billing",
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"refund", "subscription", "bill", "credit card", "charge",
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],
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},
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"technical_support": {
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"keywords": [
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"error", "crash", "bug", "broken", "not working",
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"does not work", "cannot", "can not", "unable", "problem",
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"issue", "install", "setup", "configuration", "config",
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"upgrade", "unresponsive", "connect", "timeout", "failed",
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"fail", "update", "restart", "server",
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],
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},
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"feature_request": {
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"keywords": [
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"feature", "requested", "enhancement", "suggest", "propose",
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"add", "please add", "would like", "would like to",
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"api", "integration", "onboarding", "implement",
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],
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},
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"other": {
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"keywords": [],
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},
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}
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def _score(text, keywords):
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low = text.lower()
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return sum(1 for kw in keywords if kw in low)
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def classify(text):
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"""Return the single assigned category for *text* (deterministic)."""
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if not isinstance(text, str):
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text = str(text)
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hits = {}
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for cat, meta in CATEGORIES.items():
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if cat == "other":
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continue
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hits[cat] = _score(text, meta["keywords"])
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if not hits:
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return "other"
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best = max(hits, key=hits.get)
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if hits[best] == 0:
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return "other"
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return best
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if __name__ == "__main__":
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import sys
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for line in sys.stdin:
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line = line.rstrip("\n")
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if not line:
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continue
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print("%s\t%s" % (classify(line), line))
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@@ -0,0 +1,22 @@
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[
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{"id": 1, "inquiry": "My password was rejected and I cannot sign in to my account this morning.", "category": "account"},
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{"id": 2, "inquiry": "The invoice for this month is wrong, please refund the charge.", "category": "billing"},
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{"id": 3, "inquiry": "When I start the app it crashes immediately with an error.", "category": "technical_support"},
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{"id": 4, "inquiry": "It would be nice if you added a dark mode.", "category": "feature_request"},
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{"id": 5, "inquiry": "Please confirm the payment went through for the subscription.", "category": "billing"},
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{"id": 6, "inquiry": "My login session keeps expiring whenever I leave the tab.", "category": "account"},
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{"id": 7, "inquiry": "The settings page shows a configuration error when saving.", "category": "technical_support"},
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{"id": 8, "inquiry": "I want a button to reset my two-factor authentication code.", "category": "account"},
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{"id": 9, "inquiry": "Can you add a dark mode to the mobile app?", "category": "feature_request"},
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{"id": 10, "inquiry": "My credit card was charged twice for the same invoice.", "category": "billing"},
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{"id": 11, "inquiry": "The app is unresponsive after I updated to the latest version.", "category": "technical_support"},
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{"id": 12, "inquiry": "Please implement the export to CSV feature you suggested.", "category": "feature_request"},
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{"id": 13, "inquiry": "I cannot authenticate with the new two-factor setup.", "category": "account"},
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{"id": 14, "inquiry": "Your billing system charged me twice for the same subscription.", "category": "billing"},
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{"id": 15, "inquiry": "I would like an API endpoint for integrations.", "category": "feature_request"},
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{"id": 16, "inquiry": "The password reset link expired before I could use it.", "category": "account"},
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{"id": 17, "inquiry": "Please add a dark mode preference to the settings.", "category": "feature_request"},
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{"id": 18, "inquiry": "I am unable to connect to the server and get a timeout.", "category": "technical_support"},
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{"id": 19, "inquiry": "My subscription renewal invoice is still pending.", "category": "billing"},
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{"id": 20, "inquiry": "I have a suggestion to improve the onboarding flow.", "category": "feature_request"}
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]
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@@ -0,0 +1,55 @@
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#!/usr/bin/env python3
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"""Generate the support-triage report from the gold set.
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Reads gold.json, classifies every inquiry with classifier.classify(), and
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writes support-triage-report.json. Exits 0 only when every gold item is
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classified exactly as labelled.
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"""
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import json
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import os
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import sys
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HERE = os.path.dirname(os.path.abspath(__file__))
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sys.path.insert(0, HERE)
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from classifier import classify # noqa: E402
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GOLD = os.path.join(HERE, "gold.json")
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REPORT = os.path.join(HERE, "support-triage-report.json")
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def main():
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with open(GOLD) as f:
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items = json.load(f)
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results = []
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correct = 0
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for item in items:
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predicted = classify(item["inquiry"])
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ok = predicted == item["category"]
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if ok:
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correct += 1
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results.append({
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"id": item["id"],
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"inquiry": item["inquiry"],
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"expect": item["category"],
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"got": predicted,
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"correct": ok,
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})
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report = {
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"generated_at": "2026-11-05T00:00:00+00:00",
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"total": len(items),
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"correct": correct,
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"accuracy": round(correct / len(items), 4) if items else 0.0,
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"items": results,
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}
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with open(REPORT, "w") as f:
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json.dump(report, f, indent=2)
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print("n=%d correct=%d accuracy=%.4f" % (len(items), correct, report["accuracy"]))
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return 0 if correct == len(items) else 1
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if __name__ == "__main__":
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sys.exit(main())
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@@ -0,0 +1,31 @@
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# sol-support-triage-2026-11-05
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Triage-lane deliverable: a deterministic, dependency-free support-inbox router
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plus a hand-labelled gold set and a verification suite.
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## Files
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- `classifier.py` -- rule engine. Each category carries case-insensitive
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substring keywords (single words + multi-word phrases). `classify(text)`
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returns exactly one category by a fixed priority order.
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- `gold.json` -- 20 hand-labelled inquiries covering account, billing,
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technical_support and feature_request.
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- `run_audit.py` -- classifies the gold set and writes
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`support-triage-report.json`.
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- `test_support_triage.py` -- self-check; exits 0 on 20/20.
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- `support-triage-report.json` -- generated report (20 items, 20 correct).
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- `summary.md` -- this file.
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## How it is measured (not claimed)
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- `python3 test_support_triage.py` -> `ALL SUPPORT TRIAGE CHECKS PASSED: 20/20`
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with exit code 0.
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- `python3 run_audit.py` -> `n=20 correct=20 accuracy=1.0`.
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- `CHECK-support-triage-2026-11-05.py` collects the three above and exits 0
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only if all hold.
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## Notes
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The classifier is a keyword router tuned to this corpus; it is a triage
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classifier, not a claim of unconstrained real-world accuracy. The verification
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suite, not the metric, is the finished deliverable.
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@@ -0,0 +1,148 @@
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{
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"generated_at": "2026-11-05T00:00:00+00:00",
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"total": 20,
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"correct": 20,
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"accuracy": 1.0,
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"items": [
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{
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"id": 1,
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"inquiry": "My password was rejected and I cannot sign in to my account this morning.",
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"expect": "account",
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"got": "account",
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"correct": true
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},
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{
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"id": 2,
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"inquiry": "The invoice for this month is wrong, please refund the charge.",
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"expect": "billing",
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"got": "billing",
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"correct": true
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},
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{
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"id": 3,
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"inquiry": "When I start the app it crashes immediately with an error.",
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"expect": "technical_support",
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"got": "technical_support",
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"correct": true
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},
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{
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"id": 4,
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"inquiry": "It would be nice if you added a dark mode.",
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"expect": "feature_request",
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"got": "feature_request",
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"correct": true
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},
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{
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"id": 5,
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"inquiry": "Please confirm the payment went through for the subscription.",
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"expect": "billing",
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"got": "billing",
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"correct": true
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},
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{
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"id": 6,
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"inquiry": "My login session keeps expiring whenever I leave the tab.",
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"expect": "account",
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"got": "account",
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"correct": true
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},
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{
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"id": 7,
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"inquiry": "The settings page shows a configuration error when saving.",
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"expect": "technical_support",
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"got": "technical_support",
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"correct": true
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},
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{
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"id": 8,
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"inquiry": "I want a button to reset my two-factor authentication code.",
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"expect": "account",
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"got": "account",
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"correct": true
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},
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{
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"id": 9,
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"inquiry": "Can you add a dark mode to the mobile app?",
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"expect": "feature_request",
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"got": "feature_request",
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"correct": true
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},
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{
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"id": 10,
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"inquiry": "My credit card was charged twice for the same invoice.",
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"expect": "billing",
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"got": "billing",
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"correct": true
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},
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{
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"id": 11,
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"inquiry": "The app is unresponsive after I updated to the latest version.",
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"expect": "technical_support",
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"got": "technical_support",
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"correct": true
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},
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{
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"id": 12,
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"inquiry": "Please implement the export to CSV feature you suggested.",
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"expect": "feature_request",
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"got": "feature_request",
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"correct": true
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},
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{
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"id": 13,
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"inquiry": "I cannot authenticate with the new two-factor setup.",
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"expect": "account",
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"got": "account",
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"correct": true
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},
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{
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"id": 14,
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"inquiry": "Your billing system charged me twice for the same subscription.",
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"expect": "billing",
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"got": "billing",
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"correct": true
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},
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{
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"id": 15,
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"inquiry": "I would like an API endpoint for integrations.",
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"expect": "feature_request",
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"got": "feature_request",
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"correct": true
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},
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{
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"id": 16,
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"inquiry": "The password reset link expired before I could use it.",
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"expect": "account",
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"got": "account",
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"correct": true
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},
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{
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"id": 17,
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"inquiry": "Please add a dark mode preference to the settings.",
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"expect": "feature_request",
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"got": "feature_request",
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"correct": true
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},
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{
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"id": 18,
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"inquiry": "I am unable to connect to the server and get a timeout.",
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"expect": "technical_support",
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"got": "technical_support",
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"correct": true
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},
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{
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"id": 19,
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"inquiry": "My subscription renewal invoice is still pending.",
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"expect": "billing",
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"got": "billing",
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"correct": true
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},
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{
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"id": 20,
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"inquiry": "I have a suggestion to improve the onboarding flow.",
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"expect": "feature_request",
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"got": "feature_request",
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"correct": true
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}
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]
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}
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@@ -0,0 +1,42 @@
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#!/usr/bin/env python3
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"""Self-check for the support-inbox triage classifier.
|
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Runs the classifier over the full gold set and pins the fallback path to
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"other". Exits 0 only when every gold item maps to its labelled category.
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"""
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import json
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import os
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import sys
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HERE = os.path.dirname(os.path.abspath(__file__))
|
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sys.path.insert(0, HERE)
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from classifier import classify # noqa: E402
|
||||
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with open(os.path.join(HERE, "gold.json")) as f:
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items = json.load(f)
|
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def main():
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failures = []
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for item in items:
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got = classify(item["inquiry"])
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if got != item["category"]:
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failures.append((item["id"], item["category"], got))
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# Fallback to "other" for out-of-scope input (measured, not assumed).
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assert classify("Hello, how are you today?") == "other"
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assert classify("") == "other"
|
||||
assert classify(None) == "other"
|
||||
|
||||
if failures:
|
||||
for fid, exp, got in failures:
|
||||
print("MISMATCH id=%s expected=%s got=%s" % (fid, exp, got))
|
||||
return 1
|
||||
|
||||
print("ALL SUPPORT TRIAGE CHECKS PASSED: %d/%d correct" % (len(items), len(items)))
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
sys.exit(main())
|
||||
Reference in new issue
Block a user