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"""A JSON Schema (draft 2020-12) validator for the subset of keywords the spec's schemas use.
Non-normative.
The spec's schemas are restricted to these keywords (spec/22-conformance.md) so that any 2020-12 validator, and
this one, agree; CI also runs the `jsonschema` package when it is installed.
"""
import json
import os
import re
KEYWORDS = {
"$schema", "$id", "$ref", "$defs", "$comment", "title", "description", "examples", "default", "deprecated",
"type", "enum", "const", "properties", "required", "additionalProperties", "patternProperties",
"propertyNames", "minProperties", "maxProperties", "dependentRequired", "items", "prefixItems", "minItems",
"maxItems", "uniqueItems", "contains", "minLength", "maxLength", "pattern", "format", "minimum", "maximum",
"exclusiveMinimum", "exclusiveMaximum", "oneOf", "anyOf", "allOf", "not", "if", "then", "else",
}
FORBIDDEN_PATTERN_TOKENS = ("\\d", "\\w", "\\s", "\\b", "\\D", "\\W", "\\S", "\\B", "(?<", "(?P")
class SchemaError(Exception):
pass
class Store:
def __init__(self, root):
self.root = root
self.docs = {}
def load(self, name):
if name not in self.docs:
with open(os.path.join(self.root, name), encoding="utf-8") as f:
self.docs[name] = json.load(f)
lint(self.docs[name], name)
return self.docs[name]
def deref(self, base, ref):
name, _, frag = ref.partition("#")
name = name or base
node = self.load(name)
if frag:
for part in frag.lstrip("/").split("/"):
node = node[part.replace("~1", "/").replace("~0", "~")]
return name, node
def lint(schema, where):
"""Refuse keywords outside the subset, and regex syntax that differs between dialects."""
if isinstance(schema, dict):
for k, v in schema.items():
if k not in KEYWORDS:
raise SchemaError("%s: keyword %s is outside the subset" % (where, k))
if k == "pattern" and any(t in v for t in FORBIDDEN_PATTERN_TOKENS):
raise SchemaError("%s: pattern %r uses dialect-dependent syntax" % (where, v))
if k in ("properties", "patternProperties", "$defs"):
for kk, vv in v.items():
if k == "patternProperties" and any(t in kk for t in FORBIDDEN_PATTERN_TOKENS):
raise SchemaError("%s: pattern %r uses dialect-dependent syntax" % (where, kk))
lint(vv, where + "/" + kk)
elif k in ("items", "additionalProperties", "propertyNames", "not", "if", "then", "else", "contains"):
lint(v, where + "/" + k)
elif k in ("oneOf", "anyOf", "allOf", "prefixItems"):
for i, s in enumerate(v):
lint(s, "%s/%s/%d" % (where, k, i))
def _type_ok(t, x):
if t == "null":
return x is None
if t == "boolean":
return isinstance(x, bool)
if t == "integer":
return isinstance(x, int) and not isinstance(x, bool)
if t == "number":
return isinstance(x, (int, float)) and not isinstance(x, bool)
if t == "string":
return isinstance(x, str)
if t == "array":
return isinstance(x, list)
if t == "object":
return isinstance(x, dict)
raise SchemaError("unknown type " + t)
def _equal(a, b):
if isinstance(a, bool) or isinstance(b, bool):
return type(a) is type(b) and a == b
return a == b
def validate(store, name, instance):
"""Return a list of error strings; empty when the instance is valid."""
schema = store.load(name)
errors = []
_v(store, name, schema, instance, "", errors)
return errors
def _v(store, base, s, x, path, errors):
if s is True:
return
if s is False:
errors.append(path + ": not allowed")
return
if "$ref" in s:
b2, target = store.deref(base, s["$ref"])
_v(store, b2, target, x, path, errors)
if "type" in s:
ts = s["type"] if isinstance(s["type"], list) else [s["type"]]
if not any(_type_ok(t, x) for t in ts):
errors.append("%s: expected %s" % (path or "/", "/".join(ts)))
return
if "const" in s and not _equal(s["const"], x):
errors.append("%s: expected %r" % (path or "/", s["const"]))
if "enum" in s and not any(_equal(e, x) for e in s["enum"]):
errors.append("%s: %r is not one of %r" % (path or "/", x, s["enum"]))
if isinstance(x, str):
if "minLength" in s and len(x) < s["minLength"]:
errors.append("%s: shorter than %d" % (path, s["minLength"]))
if "maxLength" in s and len(x) > s["maxLength"]:
errors.append("%s: longer than %d" % (path, s["maxLength"]))
if "pattern" in s and not re.search(s["pattern"], x):
errors.append("%s: %r does not match %s" % (path, x, s["pattern"]))
if isinstance(x, (int, float)) and not isinstance(x, bool):
if "minimum" in s and x < s["minimum"]:
errors.append("%s: below %s" % (path, s["minimum"]))
if "maximum" in s and x > s["maximum"]:
errors.append("%s: above %s" % (path, s["maximum"]))
if "exclusiveMinimum" in s and x <= s["exclusiveMinimum"]:
errors.append("%s: not above %s" % (path, s["exclusiveMinimum"]))
if "exclusiveMaximum" in s and x >= s["exclusiveMaximum"]:
errors.append("%s: not below %s" % (path, s["exclusiveMaximum"]))
if isinstance(x, list):
if "minItems" in s and len(x) < s["minItems"]:
errors.append("%s: fewer than %d items" % (path, s["minItems"]))
if "maxItems" in s and len(x) > s["maxItems"]:
errors.append("%s: more than %d items" % (path, s["maxItems"]))
if s.get("uniqueItems"):
seen = [json.dumps(i, sort_keys=True) for i in x]
if len(seen) != len(set(seen)):
errors.append("%s: items are not unique" % path)
pre = s.get("prefixItems", [])
for i, item in enumerate(x):
if i < len(pre):
_v(store, base, pre[i], item, "%s/%d" % (path, i), errors)
elif "items" in s:
_v(store, base, s["items"], item, "%s/%d" % (path, i), errors)
if "contains" in s:
if not any(not _sub(store, base, s["contains"], i) for i in x):
errors.append("%s: no item matches `contains`" % path)
if isinstance(x, dict):
if "minProperties" in s and len(x) < s["minProperties"]:
errors.append("%s: fewer than %d properties" % (path, s["minProperties"]))
if "maxProperties" in s and len(x) > s["maxProperties"]:
errors.append("%s: more than %d properties" % (path, s["maxProperties"]))
for r in s.get("required", []):
if r not in x:
errors.append("%s: missing %s" % (path or "/", r))
for k, deps in s.get("dependentRequired", {}).items():
if k in x:
for d in deps:
if d not in x:
errors.append("%s: %s requires %s" % (path or "/", k, d))
props = s.get("properties", {})
pprops = s.get("patternProperties", {})
for k, v in x.items():
matched = False
if k in props:
matched = True
_v(store, base, props[k], v, path + "/" + k, errors)
for pat, ps in pprops.items():
if re.search(pat, k):
matched = True
_v(store, base, ps, v, path + "/" + k, errors)
if not matched and "additionalProperties" in s:
ap = s["additionalProperties"]
if ap is False:
errors.append("%s: unexpected property %s" % (path or "/", k))
else:
_v(store, base, ap, v, path + "/" + k, errors)
if "propertyNames" in s:
_v(store, base, s["propertyNames"], k, path + "/" + k, errors)
for sub in s.get("allOf", []):
_v(store, base, sub, x, path, errors)
if "anyOf" in s:
if all(_sub(store, base, sub, x) for sub in s["anyOf"]):
errors.append("%s: matches none of anyOf" % (path or "/"))
if "oneOf" in s:
ok = [sub for sub in s["oneOf"] if not _sub(store, base, sub, x)]
if len(ok) != 1:
detail = ""
if not ok:
best = min((_sub(store, base, sub, x) for sub in s["oneOf"]), key=len)
detail = " (closest: %s)" % "; ".join(best[:3])
errors.append("%s: matches %d of oneOf%s" % (path or "/", len(ok), detail))
if "not" in s and not _sub(store, base, s["not"], x):
errors.append("%s: matches `not`" % (path or "/"))
if "if" in s:
if not _sub(store, base, s["if"], x):
if "then" in s:
_v(store, base, s["then"], x, path, errors)
elif "else" in s:
_v(store, base, s["else"], x, path, errors)
def _sub(store, base, s, x):
e = []
_v(store, base, s, x, "", e)
return e