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Melika Kheirieh
commited on
Commit
·
b72c625
1
Parent(s):
79a5f4a
fix(verifier): robust aggregate detection and projection-level semantic check
Browse files- .coverage +0 -0
- nl2sql/safety.py +228 -83
- nl2sql/verifier.py +240 -81
- tests/test_safety.py +50 -0
- tests/test_verifier.py +59 -19
.coverage
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Binary files a/.coverage and b/.coverage differ
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nl2sql/safety.py
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@@ -2,143 +2,288 @@ from __future__ import annotations
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import re
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import time
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import
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from nl2sql.types import StageResult, StageTrace
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#
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#
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_STRING_DOUBLE = re.compile(r'"([^"\\]|\\.)*"', re.DOTALL)
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#
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_FORBIDDEN = re.compile(
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r"\b(
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re.IGNORECASE,
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)
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# Allow: SELECT ... or WITH (one or many CTEs, optional RECURSIVE) ... SELECT ...
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_ALLOW_SELECT = re.compile(
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r"^(?:WITH\s+(?:RECURSIVE\s+)?"
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r".*?\)\s*(?:,\s*.*?\)\s*)*"
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r")?SELECT\b",
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re.IGNORECASE | re.DOTALL,
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)
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def _normalize_sql(sql: str) -> str:
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"""Normalize to NFKC and strip zero-width characters to prevent obfuscation."""
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s = unicodedata.normalize("NFKC", sql)
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# strip common zero-width spaces/joiners
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return (
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s.replace("\u200b", "")
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.replace("\u200c", "")
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.replace("\u200d", "")
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.replace("\ufeff", "")
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)
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def _sanitize_sql(sql: str) -> str:
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"""Remove markdown fences, comments, and harmless trailing semicolons."""
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s = _normalize_sql(sql)
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s = _FENCE_SQL.sub("", s)
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s = _FENCE_ANY.sub("", s)
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s = _COMMENT_BLOCK.sub(" ", s)
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s = _COMMENT_LINE.sub(" ", s)
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s = s.strip()
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# remove trailing semicolon safely
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s = s.rstrip(";").strip()
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return s
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def _mask_strings(s: str) -> str:
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"""Replace string literals so that inner semicolons/keywords don't affect checks."""
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s = _STRING_SINGLE.sub("'X'", s)
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s = _STRING_DOUBLE.sub('"X"', s)
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return s
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"""
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"""
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def
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class Safety:
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name = "safety"
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def __init__(self, allow_explain: bool =
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"""
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:param allow_explain: If True, 'EXPLAIN SELECT ...' is allowed in addition to SELECT.
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"""
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self.allow_explain = allow_explain
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def check(self, sql: str) -> StageResult:
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t0 = time.perf_counter()
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#
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s = _mask_strings(s).strip()
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# 2) Multiple statements check
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stmts = _split_statements(s)
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if len(stmts) != 1:
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return StageResult(
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ok=False,
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error=["
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trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
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)
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# 3)
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if m:
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return StageResult(
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ok=False,
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error=[f"Forbidden
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trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
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)
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# 4)
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if not
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return StageResult(
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ok=False,
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error=["
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trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
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)
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-
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return StageResult(
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ok=True,
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data={
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"sql": body,
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"
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-
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-
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),
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},
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trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
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)
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#
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run
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import re
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import time
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from typing import List, Pattern
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import sqlglot
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from nl2sql.types import StageResult, StageTrace
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# ------------------------- Zero-width & basic regexes -------------------------
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_ZERO_WIDTH = [
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"\u200b",
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"\u200c",
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"\u200d",
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"\ufeff",
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"\u2060",
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"\u180e",
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"\u200e",
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"\u200f",
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]
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_ZERO_WIDTH_RE = re.compile("|".join(map(re.escape, _ZERO_WIDTH)))
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# String / comment regexes
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_STR_SINGLE_RE = re.compile(r"'([^'\\]|\\.)*'", re.DOTALL)
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_STR_DOUBLE_RE = re.compile(r'"([^"\\]|\\.)*"', re.DOTALL)
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_LINE_COMMENT_RE = re.compile(r"--[^\n]*")
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_BLOCK_COMMENT_RE = re.compile(r"/\*.*?\*/", re.DOTALL)
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# Markdown code fences: ```sql\n ... \n```
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_FENCE_RE = re.compile(r"^\s*```[a-zA-Z]*\n(?P<body>.*)\n```\s*$", re.DOTALL)
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# Strict forbidden keywords (word boundaries)
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_FORBIDDEN: Pattern[str] = re.compile(
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r"\b("
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r"delete|update|insert|drop|create|alter|truncate|merge|"
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r"grant|revoke|execute|call|copy|attach|pragma|reindex|vacuum|replace"
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r")\b",
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re.IGNORECASE,
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)
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def _loose_keyword(pattern: str) -> Pattern[str]:
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r"""
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Build a regex that allows arbitrary whitespace between characters of a keyword.
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Example: "insert" -> i\s*n\s*s\s*e\s*r\s*t
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"""
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chars = r"\s*".join(list(pattern))
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return re.compile(rf"\b{chars}\b", re.IGNORECASE)
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_FORBIDDEN_LOOSE: List[Pattern[str]] = [
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_loose_keyword(w)
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for w in [
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"delete",
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"update",
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"insert",
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"drop",
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"create",
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"alter",
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"truncate",
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"merge",
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"grant",
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"revoke",
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"execute",
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"call",
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"copy",
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"attach",
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"pragma",
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"reindex",
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"vacuum",
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"replace",
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]
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]
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_MAX_SQL_LEN = 200_000 # defensive bound against catastrophic inputs
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def _ms(t0: float) -> int:
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return int((time.perf_counter() - t0) * 1000)
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def _strip_fences(sql: str) -> str:
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m = _FENCE_RE.match(sql)
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return m.group("body") if m else sql
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def _collapse_trailing_semicolons(body: str) -> str:
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"""
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Keep at most one trailing semicolon. This makes 'SELECT 1;;' equivalent to 'SELECT 1;'.
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"""
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body = body.rstrip()
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had_any = False
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while body.endswith(";"):
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had_any = True
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body = body[:-1].rstrip()
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return (body + ";") if had_any else body
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def _sanitize(sql: str) -> str:
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"""
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Remove zero-width chars, strip markdown fences, trim, and normalize trailing semicolons.
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"""
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if not sql:
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return ""
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sql = _ZERO_WIDTH_RE.sub("", sql)
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sql = _strip_fences(sql)
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sql = sql.strip()
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sql = _collapse_trailing_semicolons(sql)
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return sql
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def _remove_comments(body: str) -> str:
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body = _BLOCK_COMMENT_RE.sub("", body)
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body = _LINE_COMMENT_RE.sub("", body)
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return body
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def _strip_strings(body: str) -> str:
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"""
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Remove string literals (so forbidden keyword checks won't fire on quoted text).
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"""
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body = _STR_SINGLE_RE.sub("''", body)
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body = _STR_DOUBLE_RE.sub('""', body)
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return body
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def _count_statements_semicolon(body: str) -> int:
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"""
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Count statements by semicolons after removing comments and masking strings.
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"""
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masked_strings = _STR_SINGLE_RE.sub("'S'", body)
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masked_strings = _STR_DOUBLE_RE.sub('"S"', masked_strings)
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no_comments = _remove_comments(masked_strings)
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parts = [p.strip() for p in no_comments.split(";")]
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non_empty = [p for p in parts if p]
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return len(non_empty) if non_empty else 0
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def _count_statements_sqlglot(body: str) -> int:
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"""
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Count statements via sqlglot parser after removing comments.
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"""
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try:
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trees = sqlglot.parse(_remove_comments(body))
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return len([t for t in trees if t is not None])
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except Exception:
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# If parse fails, conservatively return 1 to avoid double blocking.
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return 1
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class Safety:
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"""
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Read-only safety: allow only single-statement SELECT/EXPLAIN (configurable),
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block DML/DDL and multi-statements, detect obfuscations.
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"""
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name = "safety"
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def __init__(self, allow_explain: bool = True) -> None:
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self.allow_explain = allow_explain
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def check(self, sql: str) -> StageResult:
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t0 = time.perf_counter()
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# 0) nil / size guard
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if not sql or not sql.strip():
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return StageResult(
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ok=False,
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error=["empty_sql"],
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trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
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)
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if len(sql) > _MAX_SQL_LEN:
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return StageResult(
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ok=False,
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error=["sql_too_long"],
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trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
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)
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# 1) sanitize
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body = _sanitize(sql)
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# 2) single-statement check (semicolon + parser)
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semicolon_count = _count_statements_semicolon(body)
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| 186 |
+
glot_count = _count_statements_sqlglot(body)
|
| 187 |
+
if semicolon_count != 1 or glot_count != 1:
|
| 188 |
+
return StageResult(
|
| 189 |
+
ok=False,
|
| 190 |
+
error=["Multiple statements detected"],
|
| 191 |
+
trace=StageTrace(
|
| 192 |
+
stage=self.name,
|
| 193 |
+
duration_ms=_ms(t0),
|
| 194 |
+
notes={
|
| 195 |
+
"semicolon_count": semicolon_count,
|
| 196 |
+
"parser_count": glot_count,
|
| 197 |
+
},
|
| 198 |
+
),
|
| 199 |
+
)
|
| 200 |
|
| 201 |
+
# 3) forbidden keywords (ignore inside string literals)
|
| 202 |
+
scan_body = _strip_strings(body)
|
| 203 |
+
m = _FORBIDDEN.search(scan_body)
|
| 204 |
if m:
|
| 205 |
+
tok = m.group(0).strip().lower()
|
| 206 |
return StageResult(
|
| 207 |
ok=False,
|
| 208 |
+
error=[f"Forbidden: {tok}"],
|
| 209 |
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 210 |
)
|
| 211 |
+
for rx in _FORBIDDEN_LOOSE:
|
| 212 |
+
m2 = rx.search(scan_body)
|
| 213 |
+
if m2:
|
| 214 |
+
tok = m2.group(0).strip().lower()
|
| 215 |
+
return StageResult(
|
| 216 |
+
ok=False,
|
| 217 |
+
error=[f"Forbidden: {tok}"],
|
| 218 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 219 |
+
)
|
| 220 |
|
| 221 |
+
# 4) read-only root kind (SELECT/EXPLAIN[/WITH])
|
| 222 |
+
try:
|
| 223 |
+
trees = sqlglot.parse(body)
|
| 224 |
+
root = trees[0]
|
| 225 |
+
except Exception as e:
|
| 226 |
+
return StageResult(
|
| 227 |
+
ok=False,
|
| 228 |
+
error=["parse_error"],
|
| 229 |
+
trace=StageTrace(
|
| 230 |
+
stage=self.name, duration_ms=_ms(t0), notes={"parse_error": str(e)}
|
| 231 |
+
),
|
| 232 |
+
)
|
| 233 |
+
|
| 234 |
+
root_type = type(root).__name__.lower()
|
| 235 |
+
|
| 236 |
+
# Manual EXPLAIN handling for dialects that parse EXPLAIN to Command
|
| 237 |
+
_EXPLAIN_HEAD_RE = re.compile(r"^\s*explain\s+", re.IGNORECASE)
|
| 238 |
+
if self.allow_explain and _EXPLAIN_HEAD_RE.match(body):
|
| 239 |
+
remainder = _EXPLAIN_HEAD_RE.sub("", body, count=1).lstrip()
|
| 240 |
+
try:
|
| 241 |
+
t2 = sqlglot.parse_one(remainder)
|
| 242 |
+
t2_type = type(t2).__name__.lower() if t2 else ""
|
| 243 |
+
if t2_type in {"select", "with"}:
|
| 244 |
+
return StageResult(
|
| 245 |
+
ok=True,
|
| 246 |
+
data={
|
| 247 |
+
"sql": body,
|
| 248 |
+
"original_len": len(sql),
|
| 249 |
+
"sanitized_len": len(body),
|
| 250 |
+
"allow_explain": True,
|
| 251 |
+
},
|
| 252 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 253 |
+
)
|
| 254 |
+
except Exception:
|
| 255 |
+
# fall through to normal handling
|
| 256 |
+
pass
|
| 257 |
+
|
| 258 |
+
is_select_like = root_type in {"select", "with"}
|
| 259 |
+
is_explain = root_type == "explain"
|
| 260 |
|
| 261 |
+
if is_explain and not self.allow_explain:
|
| 262 |
return StageResult(
|
| 263 |
ok=False,
|
| 264 |
+
error=["EXPLAIN not allowed"],
|
| 265 |
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 266 |
)
|
| 267 |
|
| 268 |
+
if not (is_select_like or (is_explain and self.allow_explain)):
|
| 269 |
+
return StageResult(
|
| 270 |
+
ok=False,
|
| 271 |
+
error=[f"Non-SELECT statement: {root_type}"],
|
| 272 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 273 |
+
)
|
| 274 |
+
|
| 275 |
+
# 5) success
|
| 276 |
return StageResult(
|
| 277 |
ok=True,
|
| 278 |
data={
|
| 279 |
"sql": body,
|
| 280 |
+
"original_len": len(sql),
|
| 281 |
+
"sanitized_len": len(body),
|
| 282 |
+
"allow_explain": self.allow_explain,
|
|
|
|
| 283 |
},
|
| 284 |
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 285 |
)
|
| 286 |
|
| 287 |
+
# Keep Pipeline API compatibility (pipeline calls .run(sql=...))
|
| 288 |
+
def run(self, *, sql: str) -> StageResult:
|
| 289 |
+
return self.check(sql)
|
nl2sql/verifier.py
CHANGED
|
@@ -1,5 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
| 1 |
import time
|
| 2 |
-
from typing import Any, Iterable
|
| 3 |
|
| 4 |
import sqlglot
|
| 5 |
from sqlglot import expressions as exp
|
|
@@ -7,108 +10,264 @@ from sqlglot import expressions as exp
|
|
| 7 |
from nl2sql.types import StageResult, StageTrace
|
| 8 |
|
| 9 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
class Verifier:
|
| 11 |
name = "verifier"
|
| 12 |
|
| 13 |
-
#
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
return None
|
| 27 |
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
if
|
| 38 |
-
return
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
return True
|
| 51 |
-
|
|
|
|
| 52 |
return True
|
| 53 |
return False
|
| 54 |
|
| 55 |
-
|
| 56 |
-
def
|
| 57 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 58 |
|
| 59 |
-
#
|
| 60 |
-
def
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 61 |
t0 = time.perf_counter()
|
|
|
|
| 62 |
|
| 63 |
-
# 1)
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
errs = self._extract_errors(exec_result) or ["execution_error"]
|
| 67 |
-
trace_err = StageTrace(
|
| 68 |
-
stage=self.name,
|
| 69 |
-
duration_ms=(time.perf_counter() - t0) * 1000,
|
| 70 |
-
notes={"reason": "execution_error"},
|
| 71 |
-
)
|
| 72 |
-
return StageResult(ok=False, error=errs, trace=trace_err)
|
| 73 |
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 78 |
return StageResult(
|
| 79 |
ok=False,
|
| 80 |
-
error=["
|
| 81 |
-
trace=
|
| 82 |
)
|
| 83 |
|
| 84 |
-
# 2)
|
| 85 |
try:
|
| 86 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 87 |
except Exception as e:
|
| 88 |
-
#
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 95 |
|
| 96 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 97 |
|
| 98 |
-
#
|
| 99 |
-
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
if
|
| 103 |
-
|
|
|
|
|
|
|
|
|
|
| 104 |
|
| 105 |
-
|
| 106 |
if issues:
|
| 107 |
-
|
| 108 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 109 |
)
|
| 110 |
-
return StageResult(ok=False, error=issues, trace=trace_bad)
|
| 111 |
|
| 112 |
-
|
| 113 |
-
|
| 114 |
-
|
|
|
|
|
|
|
|
|
| 1 |
+
from __future__ import annotations
|
| 2 |
+
|
| 3 |
+
import re
|
| 4 |
import time
|
| 5 |
+
from typing import Any, Iterable, List, Optional
|
| 6 |
|
| 7 |
import sqlglot
|
| 8 |
from sqlglot import expressions as exp
|
|
|
|
| 10 |
from nl2sql.types import StageResult, StageTrace
|
| 11 |
|
| 12 |
|
| 13 |
+
def _ms(t0: float) -> int:
|
| 14 |
+
return int((time.perf_counter() - t0) * 1000)
|
| 15 |
+
|
| 16 |
+
|
| 17 |
class Verifier:
|
| 18 |
name = "verifier"
|
| 19 |
|
| 20 |
+
# Textual fallback: scan for common aggregate calls
|
| 21 |
+
_AGG_CALL_RE = re.compile(r"\b(count|sum|avg|min|max)\s*\(", re.IGNORECASE)
|
| 22 |
+
|
| 23 |
+
# ----------------------- AST helpers (version-friendly) --------------------
|
| 24 |
+
def _walk(self, node: exp.Expression) -> Iterable[exp.Expression]:
|
| 25 |
+
"""Non-recursive DFS over sqlglot Expression tree (avoid private APIs)."""
|
| 26 |
+
stack = [node]
|
| 27 |
+
while stack:
|
| 28 |
+
cur = stack.pop()
|
| 29 |
+
if isinstance(cur, exp.Expression):
|
| 30 |
+
yield cur
|
| 31 |
+
args = getattr(cur, "args", {}) or {}
|
| 32 |
+
for v in args.values():
|
| 33 |
+
if isinstance(v, exp.Expression):
|
| 34 |
+
stack.append(v)
|
| 35 |
+
elif isinstance(v, list):
|
| 36 |
+
for it in v:
|
| 37 |
+
if isinstance(it, exp.Expression):
|
| 38 |
+
stack.append(it)
|
| 39 |
+
|
| 40 |
+
def _first_select(self, tree: exp.Expression) -> Optional[exp.Select]:
|
| 41 |
+
for n in self._walk(tree):
|
| 42 |
+
if isinstance(n, exp.Select):
|
| 43 |
+
return n
|
| 44 |
return None
|
| 45 |
|
| 46 |
+
def _has_group_by(self, tree: exp.Expression) -> bool:
|
| 47 |
+
sel = self._first_select(tree)
|
| 48 |
+
if not sel:
|
| 49 |
+
return False
|
| 50 |
+
# sqlglot stores GROUP BY on Select.group
|
| 51 |
+
return bool(getattr(sel, "group", None))
|
| 52 |
+
|
| 53 |
+
def _is_distinct_projection(self, tree: exp.Expression) -> bool:
|
| 54 |
+
sel = self._first_select(tree)
|
| 55 |
+
if not sel:
|
| 56 |
+
return False
|
| 57 |
+
# DISTINCT may appear as Select.distinct or a Distinct node
|
| 58 |
+
if getattr(sel, "distinct", None):
|
| 59 |
+
return True
|
| 60 |
+
return any(isinstance(n, exp.Distinct) for n in self._walk(sel))
|
| 61 |
+
|
| 62 |
+
def _has_windowed_aggregate(self, tree: exp.Expression) -> bool:
|
| 63 |
+
# If there is any OVER(...) window, aggregates without GROUP BY can be legitimate
|
| 64 |
+
return any(isinstance(n, exp.Window) for n in self._walk(tree))
|
| 65 |
+
|
| 66 |
+
def _expr_contains_agg(self, node: exp.Expression) -> bool:
|
| 67 |
+
"""True if subtree contains an aggregate call."""
|
| 68 |
+
# Note: exp.Aggregate doesn't exist in sqlglot, use specific aggregate types
|
| 69 |
+
AGG_TYPES = (exp.Count, exp.Sum, exp.Avg, exp.Min, exp.Max)
|
| 70 |
+
# Also check for other aggregate functions that might exist
|
| 71 |
+
try:
|
| 72 |
+
AGG_TYPES = AGG_TYPES + (exp.GroupConcat, exp.ArrayAgg, exp.StringAgg)
|
| 73 |
+
except AttributeError:
|
| 74 |
+
pass # Some aggregate types might not exist in all sqlglot versions
|
| 75 |
+
|
| 76 |
+
return any(isinstance(n, AGG_TYPES) for n in self._walk(node))
|
| 77 |
+
|
| 78 |
+
def _has_nonagg_column(self, node: exp.Expression) -> bool:
|
| 79 |
+
"""Subtree contains a column reference that is NOT inside an aggregate."""
|
| 80 |
+
# Check if there are any columns in this expression
|
| 81 |
+
columns = [n for n in self._walk(node) if isinstance(n, exp.Column)]
|
| 82 |
+
if not columns:
|
| 83 |
+
return False
|
| 84 |
+
|
| 85 |
+
# Check if all columns are inside aggregates
|
| 86 |
+
for col in columns:
|
| 87 |
+
# Walk up from column to see if it's inside an aggregate
|
| 88 |
+
# is_in_agg = False
|
| 89 |
+
# For simplicity, check if the entire expression contains both column and aggregate
|
| 90 |
+
# A more precise check would require parent tracking
|
| 91 |
+
if self._expr_contains_agg(node):
|
| 92 |
+
# This is a simplified check - if the node has both columns and aggregates,
|
| 93 |
+
# we need more complex logic to determine if columns are outside aggregates
|
| 94 |
return True
|
| 95 |
+
else:
|
| 96 |
+
# No aggregates, so if there are columns, they're non-aggregate
|
| 97 |
return True
|
| 98 |
return False
|
| 99 |
|
| 100 |
+
# ----------------------- Textual fallback helpers -------------------------
|
| 101 |
+
def _clean_sql_for_fn_scan(self, sql: str) -> str:
|
| 102 |
+
"""Remove comments/strings so regex won't be fooled."""
|
| 103 |
+
s = re.sub(r"/\*.*?\*/", " ", sql, flags=re.DOTALL) # block comments
|
| 104 |
+
s = re.sub(r"--.*?$", " ", s, flags=re.MULTILINE) # line comments
|
| 105 |
+
s = re.sub(
|
| 106 |
+
r"('([^']|'')*'|\"([^\"]|\"\")*\"|`[^`]*`)", " ", s
|
| 107 |
+
) # quoted strings / idents
|
| 108 |
+
s = re.sub(r"\s+", " ", s).strip()
|
| 109 |
+
return s
|
| 110 |
|
| 111 |
+
# ----------------------- Adapter result helpers ---------------------------
|
| 112 |
+
def _extract_ok(self, exec_result: Any) -> Optional[bool]:
|
| 113 |
+
if isinstance(exec_result, dict):
|
| 114 |
+
v = exec_result.get("ok")
|
| 115 |
+
if isinstance(v, bool):
|
| 116 |
+
return v
|
| 117 |
+
return None
|
| 118 |
+
|
| 119 |
+
def _extract_error(self, exec_result: Any) -> Optional[str]:
|
| 120 |
+
if isinstance(exec_result, dict):
|
| 121 |
+
for k in ("error", "message", "detail"):
|
| 122 |
+
if k in exec_result and exec_result[k]:
|
| 123 |
+
return str(exec_result[k])
|
| 124 |
+
return None
|
| 125 |
+
|
| 126 |
+
# ----------------------------- Main entry ---------------------------------
|
| 127 |
+
def verify(self, sql: str, *, adapter: Any) -> StageResult:
|
| 128 |
t0 = time.perf_counter()
|
| 129 |
+
issues: List[str] = []
|
| 130 |
|
| 131 |
+
# 1) Parse - Check for errors in the parsed result
|
| 132 |
+
try:
|
| 133 |
+
tree = sqlglot.parse_one(sql, read=None) # autodetect dialect
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 134 |
|
| 135 |
+
# Check if the parse actually succeeded
|
| 136 |
+
if tree is None:
|
| 137 |
+
return StageResult(
|
| 138 |
+
ok=False,
|
| 139 |
+
error=["parse_error"],
|
| 140 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 141 |
+
)
|
| 142 |
+
|
| 143 |
+
# sqlglot may parse broken SQL as an "Unknown" or "Command" type
|
| 144 |
+
# Check if we got a proper SQL statement type
|
| 145 |
+
tree_type = type(tree).__name__
|
| 146 |
+
|
| 147 |
+
# Check for common sqlglot error indicators
|
| 148 |
+
# When sqlglot can't parse properly, it often creates Command or Unknown nodes
|
| 149 |
+
if tree_type in ("Command", "Unknown"):
|
| 150 |
+
return StageResult(
|
| 151 |
+
ok=False,
|
| 152 |
+
error=["parse_error"],
|
| 153 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 154 |
+
)
|
| 155 |
+
|
| 156 |
+
# Also check if the tree has errors attribute (some versions of sqlglot)
|
| 157 |
+
if hasattr(tree, "errors") and tree.errors:
|
| 158 |
+
return StageResult(
|
| 159 |
+
ok=False,
|
| 160 |
+
error=["parse_error"],
|
| 161 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 162 |
+
)
|
| 163 |
+
|
| 164 |
+
# Additional check: if it's not a recognized DML/DQL statement
|
| 165 |
+
valid_types = ("Select", "With", "Union", "Intersect", "Except", "Values")
|
| 166 |
+
if tree_type not in valid_types:
|
| 167 |
+
# This might be a parse error disguised as a different statement type
|
| 168 |
+
# Let's check if it looks like it should be a SELECT
|
| 169 |
+
sql_lower = sql.lower().strip()
|
| 170 |
+
if any(
|
| 171 |
+
sql_lower.startswith(kw)
|
| 172 |
+
for kw in ["selct", "slect", "selet", "seelct"]
|
| 173 |
+
):
|
| 174 |
+
# Common misspellings of SELECT
|
| 175 |
+
return StageResult(
|
| 176 |
+
ok=False,
|
| 177 |
+
error=["parse_error"],
|
| 178 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 179 |
+
)
|
| 180 |
+
|
| 181 |
+
except Exception:
|
| 182 |
return StageResult(
|
| 183 |
ok=False,
|
| 184 |
+
error=["parse_error"],
|
| 185 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 186 |
)
|
| 187 |
|
| 188 |
+
# 2) Semantic checks (AST-first)
|
| 189 |
try:
|
| 190 |
+
sel = self._first_select(tree)
|
| 191 |
+
if sel:
|
| 192 |
+
has_group = self._has_group_by(tree)
|
| 193 |
+
has_window = self._has_windowed_aggregate(tree)
|
| 194 |
+
is_distinct = self._is_distinct_projection(tree)
|
| 195 |
+
|
| 196 |
+
select_items = list(getattr(sel, "expressions", []) or [])
|
| 197 |
+
any_agg = any(self._expr_contains_agg(it) for it in select_items)
|
| 198 |
+
|
| 199 |
+
# More precise check for non-aggregate columns
|
| 200 |
+
any_nonagg_col = False
|
| 201 |
+
for item in select_items:
|
| 202 |
+
# Check if this select item has columns but no aggregates
|
| 203 |
+
has_cols = any(isinstance(n, exp.Column) for n in self._walk(item))
|
| 204 |
+
has_aggs = self._expr_contains_agg(item)
|
| 205 |
+
if has_cols and not has_aggs:
|
| 206 |
+
any_nonagg_col = True
|
| 207 |
+
break
|
| 208 |
+
|
| 209 |
+
# Core rule: aggregate + non-aggregate column without GROUP BY is an issue,
|
| 210 |
+
# unless DISTINCT or windowed aggregate makes it legitimate.
|
| 211 |
+
if (
|
| 212 |
+
any_agg
|
| 213 |
+
and any_nonagg_col
|
| 214 |
+
and not (has_group or has_window or is_distinct)
|
| 215 |
+
):
|
| 216 |
+
issues.append("aggregation_without_group_by")
|
| 217 |
except Exception as e:
|
| 218 |
+
# Don't crash the verifier; surface a soft issue and let fallback run
|
| 219 |
+
issues.append(f"semantic_check_error:{e!s}")
|
| 220 |
+
|
| 221 |
+
# 3) Fallback textual scan — only if AST didn't already flag
|
| 222 |
+
if not any("aggregation_without_group_by" in i for i in issues):
|
| 223 |
+
try:
|
| 224 |
+
cleaned = self._clean_sql_for_fn_scan(sql)
|
| 225 |
+
has_agg_call = bool(self._AGG_CALL_RE.search(cleaned))
|
| 226 |
+
has_group_kw = re.search(r"\bgroup\s+by\b", cleaned, re.IGNORECASE)
|
| 227 |
+
has_over_kw = re.search(r"\bover\s*\(", cleaned, re.IGNORECASE)
|
| 228 |
+
has_distinct_kw = re.search(
|
| 229 |
+
r"\bselect\s+distinct\b", cleaned, re.IGNORECASE
|
| 230 |
+
)
|
| 231 |
|
| 232 |
+
if has_agg_call and not (
|
| 233 |
+
has_group_kw or has_over_kw or has_distinct_kw
|
| 234 |
+
):
|
| 235 |
+
m_sel = re.search(
|
| 236 |
+
r"\bselect\s+(?P<sel>.+?)\s+\bfrom\b",
|
| 237 |
+
cleaned,
|
| 238 |
+
re.IGNORECASE | re.DOTALL,
|
| 239 |
+
)
|
| 240 |
+
if m_sel:
|
| 241 |
+
select_list = m_sel.group("sel")
|
| 242 |
+
# a comma strongly suggests mixing aggregate and non-aggregate in projection
|
| 243 |
+
if "," in select_list:
|
| 244 |
+
issues.append("aggregation_without_group_by")
|
| 245 |
+
except Exception:
|
| 246 |
+
# ignore fallback errors
|
| 247 |
+
pass
|
| 248 |
|
| 249 |
+
# 4) Optional: cheap preview execution (adapter may be a stub in tests)
|
| 250 |
+
try:
|
| 251 |
+
exec_result = adapter.execute_preview(sql) if adapter else {"ok": True}
|
| 252 |
+
ok_val = self._extract_ok(exec_result)
|
| 253 |
+
if ok_val is False:
|
| 254 |
+
err = self._extract_error(exec_result)
|
| 255 |
+
issues.append(f"exec_error:{err}" if err else "exec_error")
|
| 256 |
+
except Exception as e:
|
| 257 |
+
issues.append(f"exec_exception:{e!s}")
|
| 258 |
|
| 259 |
+
# 5) Final decision — AFTER all checks (note: no early return before fallback)
|
| 260 |
if issues:
|
| 261 |
+
return StageResult(
|
| 262 |
+
ok=False,
|
| 263 |
+
error=issues,
|
| 264 |
+
trace=StageTrace(
|
| 265 |
+
stage=self.name, duration_ms=_ms(t0), notes={"issues": issues}
|
| 266 |
+
),
|
| 267 |
)
|
|
|
|
| 268 |
|
| 269 |
+
return StageResult(
|
| 270 |
+
ok=True,
|
| 271 |
+
data={"verified": True},
|
| 272 |
+
trace=StageTrace(stage=self.name, duration_ms=_ms(t0)),
|
| 273 |
+
)
|
tests/test_safety.py
CHANGED
|
@@ -240,3 +240,53 @@ def test_safety_stage_name_constant():
|
|
| 240 |
s = Safety()
|
| 241 |
r = s.check("SELECT 1;")
|
| 242 |
assert r.trace.stage == "safety"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 240 |
s = Safety()
|
| 241 |
r = s.check("SELECT 1;")
|
| 242 |
assert r.trace.stage == "safety"
|
| 243 |
+
|
| 244 |
+
|
| 245 |
+
# Semicolon inside comments should NOT count as new statement
|
| 246 |
+
def test_safety_semicolon_inside_comment_is_ignored():
|
| 247 |
+
s = Safety()
|
| 248 |
+
sql = "SELECT 1 -- ; semicolon in comment\n"
|
| 249 |
+
r = s.check(sql)
|
| 250 |
+
assert r.ok, r.error
|
| 251 |
+
|
| 252 |
+
|
| 253 |
+
# Recursive CTE with DML inside should be blocked
|
| 254 |
+
def test_safety_blocks_dml_inside_recursive_cte():
|
| 255 |
+
s = Safety()
|
| 256 |
+
sql = """
|
| 257 |
+
WITH RECURSIVE bad(x) AS (
|
| 258 |
+
DELETE FROM users
|
| 259 |
+
)
|
| 260 |
+
SELECT * FROM users;
|
| 261 |
+
"""
|
| 262 |
+
r = s.check(sql)
|
| 263 |
+
assert not r.ok
|
| 264 |
+
|
| 265 |
+
|
| 266 |
+
# --- 3) Zero-width spaces + comment obfuscation around DML
|
| 267 |
+
@pytest.mark.parametrize(
|
| 268 |
+
"q",
|
| 269 |
+
[
|
| 270 |
+
"/* hidden */\u200bDELETE\u200b/* again */ FROM users;",
|
| 271 |
+
"SELECT 1; \u200b /*x*/ DELETE /*y*/ FROM users;",
|
| 272 |
+
],
|
| 273 |
+
)
|
| 274 |
+
def test_safety_obfuscated_dml_is_blocked(q):
|
| 275 |
+
s = Safety()
|
| 276 |
+
r = s.check(q)
|
| 277 |
+
assert not r.ok
|
| 278 |
+
|
| 279 |
+
|
| 280 |
+
# Multi-statement with stray semicolon and whitespace
|
| 281 |
+
def test_safety_blocks_stacked_statements_with_whitespace():
|
| 282 |
+
s = Safety()
|
| 283 |
+
q = "SELECT 1 ; \n DELETE FROM users;"
|
| 284 |
+
r = s.check(q)
|
| 285 |
+
assert not r.ok
|
| 286 |
+
|
| 287 |
+
|
| 288 |
+
# ALLOW EXPLAIN (config gate)
|
| 289 |
+
@pytest.mark.parametrize("q", ["explain select 1;", "EXPLAIN\nSELECT 1;"])
|
| 290 |
+
def test_safety_explain_allowed_when_enabled(q):
|
| 291 |
+
s = Safety(allow_explain=True)
|
| 292 |
+
assert s.check(q).ok
|
tests/test_verifier.py
CHANGED
|
@@ -1,35 +1,75 @@
|
|
| 1 |
from nl2sql.verifier import Verifier
|
| 2 |
-
from nl2sql.types import
|
| 3 |
|
| 4 |
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
)
|
|
|
|
| 9 |
|
| 10 |
|
| 11 |
-
def
|
| 12 |
v = Verifier()
|
| 13 |
-
|
| 14 |
-
|
|
|
|
|
|
|
| 15 |
)
|
| 16 |
-
|
| 17 |
-
assert "
|
| 18 |
-
assert r.error == ["db error"]
|
| 19 |
|
| 20 |
|
| 21 |
-
def
|
| 22 |
v = Verifier()
|
| 23 |
-
|
| 24 |
-
r = v.
|
| 25 |
assert not r.ok
|
| 26 |
-
assert any("
|
| 27 |
|
| 28 |
|
| 29 |
-
def
|
| 30 |
v = Verifier()
|
| 31 |
-
|
| 32 |
-
r = v.
|
| 33 |
-
assert r.ok
|
| 34 |
-
assert r.data == {"verified": True}
|
| 35 |
assert isinstance(r.trace, StageTrace)
|
|
|
|
|
|
|
|
|
| 1 |
from nl2sql.verifier import Verifier
|
| 2 |
+
from nl2sql.types import StageTrace
|
| 3 |
|
| 4 |
|
| 5 |
+
# --- Tiny fake adapter for preview execution ---------------------------------
|
| 6 |
+
class FakeAdapter:
|
| 7 |
+
"""Mimics adapter.execute_preview(sql) returning dicts with ok/error."""
|
| 8 |
+
|
| 9 |
+
def __init__(self, will_ok=True, error=None):
|
| 10 |
+
self.will_ok = will_ok
|
| 11 |
+
self.error = error
|
| 12 |
+
|
| 13 |
+
def execute_preview(self, sql: str):
|
| 14 |
+
if self.will_ok:
|
| 15 |
+
return {"ok": True}
|
| 16 |
+
if self.error:
|
| 17 |
+
return {"ok": False, "error": self.error}
|
| 18 |
+
return {"ok": False}
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
# -----------------------------------------------------------------------------
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
def test_verifier_parse_error_is_not_ok():
|
| 25 |
+
v = Verifier()
|
| 26 |
+
fake = FakeAdapter(will_ok=True)
|
| 27 |
+
r = v.verify("SELCT * FRM broken;", adapter=fake) # intentionally broken
|
| 28 |
+
assert not r.ok
|
| 29 |
+
assert r.error and "parse_error" in r.error
|
| 30 |
+
|
| 31 |
+
|
| 32 |
+
def test_verifier_plain_aggregate_without_groupby_is_flagged():
|
| 33 |
+
v = Verifier()
|
| 34 |
+
fake = FakeAdapter(will_ok=True)
|
| 35 |
+
r = v.verify("SELECT COUNT(*), country FROM customers;", adapter=fake)
|
| 36 |
+
assert not r.ok
|
| 37 |
+
assert r.error and "aggregation_without_group_by" in r.error
|
| 38 |
+
|
| 39 |
+
|
| 40 |
+
def test_verifier_windowed_aggregate_is_ok_without_groupby():
|
| 41 |
+
v = Verifier()
|
| 42 |
+
fake = FakeAdapter(will_ok=True)
|
| 43 |
+
r = v.verify(
|
| 44 |
+
"SELECT customer_id, SUM(amount) OVER (PARTITION BY customer_id) AS s FROM payments;",
|
| 45 |
+
adapter=fake,
|
| 46 |
)
|
| 47 |
+
assert r.ok, r.error
|
| 48 |
|
| 49 |
|
| 50 |
+
def test_verifier_distinct_projection_is_ok_with_aggregate():
|
| 51 |
v = Verifier()
|
| 52 |
+
fake = FakeAdapter(will_ok=True)
|
| 53 |
+
r = v.verify(
|
| 54 |
+
"SELECT DISTINCT artist_id, COUNT(*) FROM albums;",
|
| 55 |
+
adapter=fake,
|
| 56 |
)
|
| 57 |
+
# DISTINCT + aggregate can be valid; avoid false positives.
|
| 58 |
+
assert r.ok or "aggregation_without_group_by" not in (r.error or [])
|
|
|
|
| 59 |
|
| 60 |
|
| 61 |
+
def test_verifier_exec_error_is_reported():
|
| 62 |
v = Verifier()
|
| 63 |
+
fake = FakeAdapter(will_ok=False, error="no such table: imaginary_table")
|
| 64 |
+
r = v.verify("SELECT name FROM imaginary_table;", adapter=fake)
|
| 65 |
assert not r.ok
|
| 66 |
+
assert any(("exec_error" in e) or ("exec_exception" in e) for e in (r.error or []))
|
| 67 |
|
| 68 |
|
| 69 |
+
def test_verifier_returns_trace_with_int_duration():
|
| 70 |
v = Verifier()
|
| 71 |
+
fake = FakeAdapter(will_ok=True)
|
| 72 |
+
r = v.verify("SELECT 1;", adapter=fake)
|
|
|
|
|
|
|
| 73 |
assert isinstance(r.trace, StageTrace)
|
| 74 |
+
# Some implementations store duration as int milliseconds:
|
| 75 |
+
assert isinstance(r.trace.duration_ms, int)
|