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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662
|
"""Core JSONPath configuration object."""
from __future__ import annotations
try:
import regex # noqa: F401
REGEX_AVAILABLE = True
except ImportError:
REGEX_AVAILABLE = False
try:
import iregexp_check # noqa: F401
IREGEXP_AVAILABLE = True
except ImportError:
IREGEXP_AVAILABLE = False
from decimal import Decimal
from operator import getitem
from typing import TYPE_CHECKING
from typing import Any
from typing import AsyncIterable
from typing import Callable
from typing import Dict
from typing import Iterable
from typing import List
from typing import Mapping
from typing import Optional
from typing import Sequence
from typing import Type
from typing import Union
from . import function_extensions
from .exceptions import JSONPathNameError
from .exceptions import JSONPathSyntaxError
from .exceptions import JSONPathTypeError
from .filter import UNDEFINED
from .filter import VALUE_TYPE_EXPRESSIONS
from .filter import BaseExpression
from .filter import FilterQuery
from .filter import FunctionExtension
from .filter import InfixExpression
from .fluent_api import Query
from .function_extensions import ExpressionType
from .function_extensions import FilterFunction
from .function_extensions import validate
from .lex import Lexer
from .match import JSONPathMatch
from .match import NodeList
from .parse import Parser
from .path import CompoundJSONPath
from .path import JSONPath
from .stream import TokenStream
from .token import TOKEN_EOF
from .token import TOKEN_INTERSECTION
from .token import TOKEN_PSEUDO_ROOT
from .token import TOKEN_UNION
from .token import Token
if TYPE_CHECKING:
from ._types import JSONData
from .match import FilterContextVars
class JSONPathEnvironment:
"""JSONPath configuration.
This class contains settings for path tokenization, parsing and resolution
behavior, plus convenience methods for matching an unparsed path to some
data.
Most applications will want to create a single `JSONPathEnvironment`, or
use `jsonpath.compile()`, `jsonpath.findall()`, etc. from the package-level
default environment.
## Environment customization
Environment customization is achieved by subclassing `JSONPathEnvironment`
and overriding class attributes and/or methods. Some of these
customizations include:
- Changing the root (`$`), self (`@`) or filter context (`_`) token with
class attributes `root_token`, `self_token` and `filter_context_token`.
- Registering a custom lexer or parser with the class attributes
`lexer_class` or `parser_class`. `lexer_class` must be a subclass of
[`Lexer`]() and `parser_class` must be a subclass of [`Parser`]().
- Setup built-in function extensions by overriding
`setup_function_extensions()`
- Hook in to mapping and sequence item getting by overriding `getitem()`.
- Change filter comparison operator behavior by overriding `compare()`.
Arguments:
filter_caching (bool): If `True`, filter expressions will be cached
where possible.
unicode_escape: If `True`, decode UTF-16 escape sequences found in
JSONPath string literals.
well_typed: Control well-typedness checks on filter function expressions.
If `True` (the default), JSONPath expressions are checked for
well-typedness as compile time.
**New in version 0.10.0**
strict: When `True`, follow RFC 9535 strictly.
**New in version 2.0.0**
## Class attributes
Attributes:
pseudo_root_token (str): The pattern used to select a "fake" root node, one
level above the real root node.
filter_context_token (str): The pattern used to select extra filter context
data. Defaults to `"_"`.
intersection_token (str): The pattern used as the intersection operator.
Defaults to `"&"`.
key_token (str): The pattern used to identify the current key or index when
filtering a mapping or sequence. Defaults to `"#"`.
keys_selector_token (str): The pattern used as the "keys" selector. Defaults to
`"~"`.
keys_filter_token (str): The pattern used as the "keys filter" selector.
Defaults to `"~?"`.
lexer_class: The lexer to use when tokenizing path strings.
max_int_index (int): The maximum integer allowed when selecting array items by
index. Defaults to `(2**53) - 1`.
min_int_index (int): The minimum integer allowed when selecting array items by
index. Defaults to `-(2**53) + 1`.
max_recursion_depth (int): The maximum number of dict/objects and/or arrays/
lists the recursive descent selector can visit before a
`JSONPathRecursionError` is thrown.
parser_class: The parser to use when parsing tokens from the lexer.
root_token (str): The pattern used to select the root node in a JSON document.
Defaults to `"$"`.
self_token (str): The pattern used to select the current node in a JSON
document. Defaults to `"@"`
union_token (str): The pattern used as the union operator. Defaults to `"|"`.
"""
# These should be unescaped strings. `re.escape` will be called on them
# automatically when compiling lexer rules.
pseudo_root_token = "^"
filter_context_token = "_"
intersection_token = "&"
key_token = "#"
keys_selector_token = "~"
keys_filter_token = "~?"
root_token = "$"
self_token = "@"
union_token = "|"
max_int_index = (2**53) - 1
min_int_index = -(2**53) + 1
max_recursion_depth = 100
# Override these to customize path tokenization and parsing.
lexer_class: Type[Lexer] = Lexer
parser_class: Type[Parser] = Parser
match_class: Type[JSONPathMatch] = JSONPathMatch
def __init__(
self,
*,
filter_caching: bool = True,
unicode_escape: bool = True,
well_typed: bool = True,
strict: bool = False,
) -> None:
self.filter_caching: bool = filter_caching
"""Enable or disable filter expression caching."""
self.unicode_escape: bool = unicode_escape
"""Enable or disable decoding of UTF-16 escape sequences found in
JSONPath string literals."""
self.well_typed: bool = well_typed
"""Control well-typedness checks on filter function expressions."""
self.strict: bool = strict
"""When `True`, follow RFC 9535 strictly.
This includes things like enforcing a leading root identifier and
ensuring there's no leading or trailing whitespace when parsing a
JSONPath query.
"""
self.regex_available: bool = REGEX_AVAILABLE
"""When `True`, the third party `regex` package is available."""
self.iregexp_available: bool = IREGEXP_AVAILABLE
"""When `True`, the iregexp_check package is available.
iregexp_check will be used to validate regular expressions against RFC 9485,
if available.
"""
self.lexer: Lexer = self.lexer_class(env=self)
"""The lexer bound to this environment."""
self.parser: Parser = self.parser_class(env=self)
"""The parser bound to this environment."""
self.function_extensions: Dict[str, Callable[..., Any]] = {}
"""A list of function extensions available to filters."""
self.setup_function_extensions()
def compile(self, path: str) -> Union[JSONPath, CompoundJSONPath]: # noqa: A003
"""Prepare a path string ready for repeated matching against different data.
Arguments:
path: A JSONPath as a string.
Returns:
A `JSONPath` or `CompoundJSONPath`, ready to match against some data.
Expect a `CompoundJSONPath` if the path string uses the _union_ or
_intersection_ operators.
Raises:
JSONPathSyntaxError: If _path_ is invalid.
JSONPathTypeError: If filter functions are given arguments of an
unacceptable type.
"""
tokens = self.lexer.tokenize(path)
stream = TokenStream(tokens)
pseudo_root = stream.current().kind == TOKEN_PSEUDO_ROOT
_path: Union[JSONPath, CompoundJSONPath] = JSONPath(
env=self, segments=self.parser.parse(stream), pseudo_root=pseudo_root
)
if stream.skip_whitespace() and self.strict:
raise JSONPathSyntaxError(
"unexpected whitespace", token=stream.tokens[stream.pos - 1]
)
if stream.current().kind != TOKEN_EOF:
_path = CompoundJSONPath(env=self, path=_path)
while stream.current().kind != TOKEN_EOF:
if stream.peek().kind == TOKEN_EOF:
# trailing union or intersection
raise JSONPathSyntaxError(
f"expected a path after {stream.current().value!r}",
token=stream.current(),
)
if stream.current().kind == TOKEN_UNION:
stream.next()
stream.skip_whitespace()
pseudo_root = stream.current().kind == TOKEN_PSEUDO_ROOT
_path = _path.union(
JSONPath(
env=self,
segments=self.parser.parse(stream),
pseudo_root=pseudo_root,
)
)
elif stream.current().kind == TOKEN_INTERSECTION:
stream.next()
stream.skip_whitespace()
pseudo_root = stream.current().kind == TOKEN_PSEUDO_ROOT
_path = _path.intersection(
JSONPath(
env=self,
segments=self.parser.parse(stream),
pseudo_root=pseudo_root,
)
)
else: # pragma: no cover
# Parser.parse catches this too
raise JSONPathSyntaxError( # noqa: TRY003
f"unexpected token {stream.current().value!r}",
token=stream.current(),
)
return _path
def findall(
self,
path: str,
data: JSONData,
*,
filter_context: Optional[FilterContextVars] = None,
) -> List[object]:
"""Find all objects in _data_ matching the JSONPath _path_.
If _data_ is a string or a file-like objects, it will be loaded
using `json.loads()` and the default `JSONDecoder`.
Arguments:
path: The JSONPath as a string.
data: A JSON document or Python object implementing the `Sequence`
or `Mapping` interfaces.
filter_context: Arbitrary data made available to filters using
the _filter context_ selector.
Returns:
A list of matched objects. If there are no matches, the list will
be empty.
Raises:
JSONPathSyntaxError: If the path is invalid.
JSONPathTypeError: If a filter expression attempts to use types in
an incompatible way.
"""
return self.compile(path).findall(data, filter_context=filter_context)
def finditer(
self,
path: str,
data: JSONData,
*,
filter_context: Optional[FilterContextVars] = None,
) -> Iterable[JSONPathMatch]:
"""Generate `JSONPathMatch` objects for each match of _path_ in _data_.
If _data_ is a string or a file-like objects, it will be loaded using
`json.loads()` and the default `JSONDecoder`.
Arguments:
path: The JSONPath as a string.
data: A JSON document or Python object implementing the `Sequence`
or `Mapping` interfaces.
filter_context: Arbitrary data made available to filters using
the _filter context_ selector.
Returns:
An iterator yielding `JSONPathMatch` objects for each match.
Raises:
JSONPathSyntaxError: If the path is invalid.
JSONPathTypeError: If a filter expression attempts to use types in
an incompatible way.
"""
return self.compile(path).finditer(data, filter_context=filter_context)
def match(
self,
path: str,
data: JSONData,
*,
filter_context: Optional[FilterContextVars] = None,
) -> Union[JSONPathMatch, None]:
"""Return a `JSONPathMatch` instance for the first object found in _data_.
`None` is returned if there are no matches.
Arguments:
path: The JSONPath as a string.
data: A JSON document or Python object implementing the `Sequence`
or `Mapping` interfaces.
filter_context: Arbitrary data made available to filters using
the _filter context_ selector.
Returns:
A `JSONPathMatch` object for the first match, or `None` if there were
no matches.
Raises:
JSONPathSyntaxError: If the path is invalid.
JSONPathTypeError: If a filter expression attempts to use types in
an incompatible way.
"""
return self.compile(path).match(data, filter_context=filter_context)
def query(
self,
path: str,
data: JSONData,
*,
filter_context: Optional[FilterContextVars] = None,
) -> Query:
"""Return a `Query` iterator over matches found by applying _path_ to _data_.
`Query` objects are iterable.
```
for match in jsonpath.query("$.foo..bar", data):
...
```
You can skip and limit results with `Query.skip()` and `Query.limit()`.
```
matches = (
jsonpath.query("$.foo..bar", data)
.skip(5)
.limit(10)
)
for match in matches
...
```
`Query.tail()` will get the last _n_ results.
```
for match in jsonpath.query("$.foo..bar", data).tail(5):
...
```
Get values for each match using `Query.values()`.
```
for obj in jsonpath.query("$.foo..bar", data).limit(5).values():
...
```
Arguments:
path: The JSONPath as a string.
data: A JSON document or Python object implementing the `Sequence`
or `Mapping` interfaces.
filter_context: Arbitrary data made available to filters using
the _filter context_ selector.
Returns:
A query iterator.
Raises:
JSONPathSyntaxError: If the path is invalid.
JSONPathTypeError: If a filter expression attempts to use types in
an incompatible way.
"""
return Query(self.finditer(path, data, filter_context=filter_context), self)
async def findall_async(
self,
path: str,
data: JSONData,
*,
filter_context: Optional[FilterContextVars] = None,
) -> List[object]:
"""An async version of `findall()`."""
return await self.compile(path).findall_async(
data, filter_context=filter_context
)
async def finditer_async(
self,
path: str,
data: JSONData,
*,
filter_context: Optional[FilterContextVars] = None,
) -> AsyncIterable[JSONPathMatch]:
"""An async version of `finditer()`."""
return await self.compile(path).finditer_async(
data, filter_context=filter_context
)
def setup_function_extensions(self) -> None:
"""Initialize function extensions."""
self.function_extensions["length"] = function_extensions.Length()
self.function_extensions["count"] = function_extensions.Count()
self.function_extensions["match"] = function_extensions.Match()
self.function_extensions["search"] = function_extensions.Search()
self.function_extensions["value"] = function_extensions.Value()
if not self.strict:
self.function_extensions["isinstance"] = function_extensions.IsInstance()
self.function_extensions["is"] = self.function_extensions["isinstance"]
self.function_extensions["typeof"] = function_extensions.TypeOf()
self.function_extensions["type"] = self.function_extensions["typeof"]
self.function_extensions["startswith"] = function_extensions.StartsWith()
def validate_function_extension_signature(
self, token: Token, args: List[Any]
) -> List[Any]:
"""Compile-time validation of function extension arguments.
RFC 9535 requires us to reject paths that use filter functions with
too many or too few arguments.
"""
try:
func = self.function_extensions[token.value]
except KeyError as err:
raise JSONPathNameError(
f"function {token.value!r} is not defined", token=token
) from err
# Type-aware function extensions use the spec's type system.
if self.well_typed and isinstance(func, FilterFunction):
self.check_well_typedness(token, func, args)
return args
# A callable with a `validate` method?
if hasattr(func, "validate"):
args = func.validate(self, args, token)
assert isinstance(args, list)
return args
# Generic validation using introspection.
return validate(self, func, args, token)
def check_well_typedness(
self,
token: Token,
func: FilterFunction,
args: List[BaseExpression],
) -> None:
"""Check the well-typedness of a function's arguments at compile-time."""
# Correct number of arguments?
if len(args) != len(func.arg_types):
plural = "" if len(func.arg_types) == 1 else "s"
raise JSONPathTypeError(
f"{token.value}() requires {len(func.arg_types)} argument{plural}",
token=token,
)
# Argument types
for idx, typ in enumerate(func.arg_types):
arg = args[idx]
if typ == ExpressionType.VALUE:
if not (
isinstance(arg, VALUE_TYPE_EXPRESSIONS)
or (isinstance(arg, FilterQuery) and arg.path.singular_query())
or (self._function_return_type(arg) == ExpressionType.VALUE)
):
raise JSONPathTypeError(
f"{token.value}() argument {idx} must be of ValueType",
token=token,
)
elif typ == ExpressionType.LOGICAL:
if not isinstance(arg, (FilterQuery, InfixExpression)):
raise JSONPathTypeError(
f"{token.value}() argument {idx} must be of LogicalType",
token=token,
)
elif typ == ExpressionType.NODES and not (
isinstance(arg, FilterQuery)
or self._function_return_type(arg) == ExpressionType.NODES
):
raise JSONPathTypeError(
f"{token.value}() argument {idx} must be of NodesType",
token=token,
)
def _function_return_type(self, expr: BaseExpression) -> Optional[ExpressionType]:
"""Return the type returned from a filter function.
If _expr_ is not a `FunctionExtension` or the registered function definition is
not type-aware, return `None`.
"""
if not isinstance(expr, FunctionExtension):
return None
func = self.function_extensions.get(expr.name)
if isinstance(func, FilterFunction):
return func.return_type
return None
def getitem(self, obj: Any, key: Any) -> Any:
"""Sequence and mapping item getter used throughout JSONPath resolution.
The default implementation of `getitem` simply calls `operators.getitem()`
from Python's standard library. Same as `obj[key]`.
Arguments:
obj: A mapping or sequence that might contain _key_.
key: A mapping key, sequence index or sequence slice.
"""
return getitem(obj, key)
async def getitem_async(self, obj: Any, key: object) -> Any:
"""An async sequence and mapping item getter."""
if hasattr(obj, "__getitem_async__"):
return await obj.__getitem_async__(key)
return getitem(obj, key)
def is_truthy(self, obj: object) -> bool:
"""Test for truthiness when evaluating JSONPath filter expressions.
In some cases, RFC 9535 requires us to test for existence rather than
truthiness. So the default implementation returns `True` for empty
collections and `None`. The special `UNDEFINED` object means that
_obj_ was missing, as opposed to an explicit `None`.
Arguments:
obj: Any object.
Returns:
`True` if the object exists and is not `False` or `0`.
"""
if isinstance(obj, NodeList) and len(obj) == 0:
return False
if obj is UNDEFINED:
return False
if obj is None:
return True
return bool(obj)
def compare( # noqa: PLR0911
self, left: object, operator: str, right: object
) -> bool:
"""Object comparison within JSONPath filters.
Override this to customize filter expression comparison operator
behavior.
Args:
left: The left hand side of the comparison expression.
operator: The comparison expression's operator.
right: The right hand side of the comparison expression.
Returns:
`True` if the comparison between _left_ and _right_, with the
given _operator_, is truthy. `False` otherwise.
"""
if operator == "&&":
return self.is_truthy(left) and self.is_truthy(right)
if operator == "||":
return self.is_truthy(left) or self.is_truthy(right)
if operator == "==":
return self._eq(left, right)
if operator == "!=":
return not self._eq(left, right)
if operator == "<":
return self._lt(left, right)
if operator == ">":
return self._lt(right, left)
if operator == ">=":
return self._lt(right, left) or self._eq(left, right)
if operator == "<=":
return self._lt(left, right) or self._eq(left, right)
if operator == "in" and isinstance(right, (Mapping, Sequence)):
return left in right
if operator == "contains" and isinstance(left, (Mapping, Sequence)):
return right in left
if operator == "=~" and hasattr(right, "fullmatch") and isinstance(left, str):
# Right should be a regex.Pattern or an re.Pattern.
return bool(right.fullmatch(left))
return False
def _eq(self, left: object, right: object) -> bool: # noqa: PLR0911
if isinstance(right, NodeList):
left, right = right, left
if isinstance(left, NodeList):
if isinstance(right, NodeList):
return left == right
if left.empty():
return right is UNDEFINED
if len(left) == 1:
return left[0] == right
return False
if left is UNDEFINED and right is UNDEFINED:
return True
# Remember 1 == True and 0 == False in Python
if isinstance(right, bool):
left, right = right, left
if isinstance(left, bool):
return isinstance(right, bool) and left == right
return left == right
def _lt(self, left: object, right: object) -> bool:
if isinstance(left, str) and isinstance(right, str):
return left < right
if isinstance(left, (int, float, Decimal)) and isinstance(
right, (int, float, Decimal)
):
return left < right
return False
|