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"""Core JSONPath configuration object."""
from __future__ import annotations
import re
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 FilterExpression
from .filter import FunctionExtension
from .filter import InfixExpression
from .filter import Path
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_FAKE_ROOT
from .token import TOKEN_INTERSECTION
from .token import TOKEN_UNION
from .token import Token
if TYPE_CHECKING:
from io import IOBase
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 (`$`), self (`@`) or filter context (`_`) token with
class attributes `root_token`, `self_token` and `filter_context_token`.
- Registering a custom lexer or parser with the class attributes
`lexer_class` or `parser_class`. `lexer_class` must be a subclass of
[`Lexer`]() and `parser_class` must be a subclass of [`Parser`]().
- Setup built-in function extensions by overriding
`setup_function_extensions()`
- Hook in to mapping and sequence item getting by overriding `getitem()`.
- Change filter comparison operator behavior by overriding `compare()`.
Arguments:
filter_caching (bool): If `True`, filter expressions will be cached
where possible.
unicode_escape: If `True`, decode UTF-16 escape sequences found in
JSONPath string literals.
well_typed: Control well-typedness checks on filter function expressions.
If `True` (the default), JSONPath expressions are checked for
well-typedness as compile time.
**New in version 0.10.0**
## Class attributes
Attributes:
fake_root_token (str): The pattern used to select a "fake" root node, one level
above the real root node.
filter_context_token (str): The pattern used to select extra filter context
data. Defaults to `"_"`.
intersection_token (str): The pattern used as the intersection operator.
Defaults to `"&"`.
key_token (str): The pattern used to identify the current key or index when
filtering a mapping or sequence. Defaults to `"#"`.
keys_selector_token (str): The pattern used as the "keys" selector. Defaults to
`"~"`.
lexer_class: The lexer to use when tokenizing path strings.
max_int_index (int): The maximum integer allowed when selecting array items by
index. Defaults to `(2**53) - 1`.
min_int_index (int): The minimum integer allowed when selecting array items by
index. Defaults to `-(2**53) + 1`.
parser_class: The parser to use when parsing tokens from the lexer.
root_token (str): The pattern used to select the root node in a JSON document.
Defaults to `"$"`.
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.
fake_root_token = "^"
filter_context_token = "_"
intersection_token = "&"
key_token = "#"
keys_selector_token = "~"
root_token = "$"
self_token = "@"
union_token = "|"
max_int_index = (2**53) - 1
min_int_index = -(2**53) + 1
# 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,
) -> 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.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)
fake_root = stream.current.kind == TOKEN_FAKE_ROOT
_path: Union[JSONPath, CompoundJSONPath] = JSONPath(
env=self, selectors=self.parser.parse(stream), fake_root=fake_root
)
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_token()
fake_root = stream.current.kind == TOKEN_FAKE_ROOT
_path = _path.union(
JSONPath(
env=self,
selectors=self.parser.parse(stream),
fake_root=fake_root,
)
)
elif stream.current.kind == TOKEN_INTERSECTION:
stream.next_token()
fake_root = stream.current.kind == TOKEN_FAKE_ROOT
_path = _path.intersection(
JSONPath(
env=self,
selectors=self.parser.parse(stream),
fake_root=fake_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: Union[str, IOBase, Sequence[Any], Mapping[str, Any]],
*,
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: Union[str, IOBase, Sequence[Any], Mapping[str, Any]],
*,
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: Union[str, IOBase, Sequence[Any], Mapping[str, Any]],
*,
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: Union[str, IOBase, Sequence[Any], Mapping[str, Any]],
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: Union[str, IOBase, Sequence[Any], Mapping[str, Any]],
*,
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: Union[str, IOBase, Sequence[Any], Mapping[str, Any]],
*,
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()
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"]
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[FilterExpression],
) -> None:
"""Check the well-typedness of a function's arguments at compile-time."""
# Correct number of arguments?
if len(args) != len(func.arg_types):
raise JSONPathTypeError(
f"{token.value!r}() requires {len(func.arg_types)} arguments",
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, Path) 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, (Path, InfixExpression)):
raise JSONPathTypeError(
f"{token.value}() argument {idx} must be of LogicalType",
token=token,
)
elif typ == ExpressionType.NODES and not (
isinstance(arg, Path)
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: FilterExpression) -> 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 isinstance(right, re.Pattern) and isinstance(left, str):
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