add code for analysis of data

1 files changed, 653 insertions, 0 deletions

diff --git a/venv/lib/python3.8/site-packages/werkzeug/local.py b/venv/lib/python3.8/site-packages/werkzeug/local.py
new file mode 100644
index 0000000..302589b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/local.py
@@ -0,0 +1,653 @@
+from __future__ import annotations
+
+import copy
+import math
+import operator
+import typing as t
+from contextvars import ContextVar
+from functools import partial
+from functools import update_wrapper
+from operator import attrgetter
+
+from .wsgi import ClosingIterator
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import StartResponse
+    from _typeshed.wsgi import WSGIApplication
+    from _typeshed.wsgi import WSGIEnvironment
+
+T = t.TypeVar("T")
+F = t.TypeVar("F", bound=t.Callable[..., t.Any])
+
+
+def release_local(local: Local | LocalStack[t.Any]) -> None:
+    """Release the data for the current context in a :class:`Local` or
+    :class:`LocalStack` without using a :class:`LocalManager`.
+
+    This should not be needed for modern use cases, and may be removed
+    in the future.
+
+    .. versionadded:: 0.6.1
+    """
+    local.__release_local__()
+
+
+class Local:
+    """Create a namespace of context-local data. This wraps a
+    :class:`ContextVar` containing a :class:`dict` value.
+
+    This may incur a performance penalty compared to using individual
+    context vars, as it has to copy data to avoid mutating the dict
+    between nested contexts.
+
+    :param context_var: The :class:`~contextvars.ContextVar` to use as
+        storage for this local. If not given, one will be created.
+        Context vars not created at the global scope may interfere with
+        garbage collection.
+
+    .. versionchanged:: 2.0
+        Uses ``ContextVar`` instead of a custom storage implementation.
+    """
+
+    __slots__ = ("__storage",)
+
+    def __init__(self, context_var: ContextVar[dict[str, t.Any]] | None = None) -> None:
+        if context_var is None:
+            # A ContextVar not created at global scope interferes with
+            # Python's garbage collection. However, a local only makes
+            # sense defined at the global scope as well, in which case
+            # the GC issue doesn't seem relevant.
+            context_var = ContextVar(f"werkzeug.Local<{id(self)}>.storage")
+
+        object.__setattr__(self, "_Local__storage", context_var)
+
+    def __iter__(self) -> t.Iterator[tuple[str, t.Any]]:
+        return iter(self.__storage.get({}).items())
+
+    def __call__(
+        self, name: str, *, unbound_message: str | None = None
+    ) -> LocalProxy[t.Any]:
+        """Create a :class:`LocalProxy` that access an attribute on this
+        local namespace.
+
+        :param name: Proxy this attribute.
+        :param unbound_message: The error message that the proxy will
+            show if the attribute isn't set.
+        """
+        return LocalProxy(self, name, unbound_message=unbound_message)
+
+    def __release_local__(self) -> None:
+        self.__storage.set({})
+
+    def __getattr__(self, name: str) -> t.Any:
+        values = self.__storage.get({})
+
+        if name in values:
+            return values[name]
+
+        raise AttributeError(name)
+
+    def __setattr__(self, name: str, value: t.Any) -> None:
+        values = self.__storage.get({}).copy()
+        values[name] = value
+        self.__storage.set(values)
+
+    def __delattr__(self, name: str) -> None:
+        values = self.__storage.get({})
+
+        if name in values:
+            values = values.copy()
+            del values[name]
+            self.__storage.set(values)
+        else:
+            raise AttributeError(name)
+
+
+class LocalStack(t.Generic[T]):
+    """Create a stack of context-local data. This wraps a
+    :class:`ContextVar` containing a :class:`list` value.
+
+    This may incur a performance penalty compared to using individual
+    context vars, as it has to copy data to avoid mutating the list
+    between nested contexts.
+
+    :param context_var: The :class:`~contextvars.ContextVar` to use as
+        storage for this local. If not given, one will be created.
+        Context vars not created at the global scope may interfere with
+        garbage collection.
+
+    .. versionchanged:: 2.0
+        Uses ``ContextVar`` instead of a custom storage implementation.
+
+    .. versionadded:: 0.6.1
+    """
+
+    __slots__ = ("_storage",)
+
+    def __init__(self, context_var: ContextVar[list[T]] | None = None) -> None:
+        if context_var is None:
+            # A ContextVar not created at global scope interferes with
+            # Python's garbage collection. However, a local only makes
+            # sense defined at the global scope as well, in which case
+            # the GC issue doesn't seem relevant.
+            context_var = ContextVar(f"werkzeug.LocalStack<{id(self)}>.storage")
+
+        self._storage = context_var
+
+    def __release_local__(self) -> None:
+        self._storage.set([])
+
+    def push(self, obj: T) -> list[T]:
+        """Add a new item to the top of the stack."""
+        stack = self._storage.get([]).copy()
+        stack.append(obj)
+        self._storage.set(stack)
+        return stack
+
+    def pop(self) -> T | None:
+        """Remove the top item from the stack and return it. If the
+        stack is empty, return ``None``.
+        """
+        stack = self._storage.get([])
+
+        if len(stack) == 0:
+            return None
+
+        rv = stack[-1]
+        self._storage.set(stack[:-1])
+        return rv
+
+    @property
+    def top(self) -> T | None:
+        """The topmost item on the stack.  If the stack is empty,
+        `None` is returned.
+        """
+        stack = self._storage.get([])
+
+        if len(stack) == 0:
+            return None
+
+        return stack[-1]
+
+    def __call__(
+        self, name: str | None = None, *, unbound_message: str | None = None
+    ) -> LocalProxy[t.Any]:
+        """Create a :class:`LocalProxy` that accesses the top of this
+        local stack.
+
+        :param name: If given, the proxy access this attribute of the
+            top item, rather than the item itself.
+        :param unbound_message: The error message that the proxy will
+            show if the stack is empty.
+        """
+        return LocalProxy(self, name, unbound_message=unbound_message)
+
+
+class LocalManager:
+    """Manage releasing the data for the current context in one or more
+    :class:`Local` and :class:`LocalStack` objects.
+
+    This should not be needed for modern use cases, and may be removed
+    in the future.
+
+    :param locals: A local or list of locals to manage.
+
+    .. versionchanged:: 2.1
+        The ``ident_func`` was removed.
+
+    .. versionchanged:: 0.7
+        The ``ident_func`` parameter was added.
+
+    .. versionchanged:: 0.6.1
+        The :func:`release_local` function can be used instead of a
+        manager.
+    """
+
+    __slots__ = ("locals",)
+
+    def __init__(
+        self,
+        locals: None
+        | (Local | LocalStack[t.Any] | t.Iterable[Local | LocalStack[t.Any]]) = None,
+    ) -> None:
+        if locals is None:
+            self.locals = []
+        elif isinstance(locals, Local):
+            self.locals = [locals]
+        else:
+            self.locals = list(locals)  # type: ignore[arg-type]
+
+    def cleanup(self) -> None:
+        """Release the data in the locals for this context. Call this at
+        the end of each request or use :meth:`make_middleware`.
+        """
+        for local in self.locals:
+            release_local(local)
+
+    def make_middleware(self, app: WSGIApplication) -> WSGIApplication:
+        """Wrap a WSGI application so that local data is released
+        automatically after the response has been sent for a request.
+        """
+
+        def application(
+            environ: WSGIEnvironment, start_response: StartResponse
+        ) -> t.Iterable[bytes]:
+            return ClosingIterator(app(environ, start_response), self.cleanup)
+
+        return application
+
+    def middleware(self, func: WSGIApplication) -> WSGIApplication:
+        """Like :meth:`make_middleware` but used as a decorator on the
+        WSGI application function.
+
+        .. code-block:: python
+
+            @manager.middleware
+            def application(environ, start_response):
+                ...
+        """
+        return update_wrapper(self.make_middleware(func), func)
+
+    def __repr__(self) -> str:
+        return f"<{type(self).__name__} storages: {len(self.locals)}>"
+
+
+class _ProxyLookup:
+    """Descriptor that handles proxied attribute lookup for
+    :class:`LocalProxy`.
+
+    :param f: The built-in function this attribute is accessed through.
+        Instead of looking up the special method, the function call
+        is redone on the object.
+    :param fallback: Return this function if the proxy is unbound
+        instead of raising a :exc:`RuntimeError`.
+    :param is_attr: This proxied name is an attribute, not a function.
+        Call the fallback immediately to get the value.
+    :param class_value: Value to return when accessed from the
+        ``LocalProxy`` class directly. Used for ``__doc__`` so building
+        docs still works.
+    """
+
+    __slots__ = ("bind_f", "fallback", "is_attr", "class_value", "name")
+
+    def __init__(
+        self,
+        f: t.Callable[..., t.Any] | None = None,
+        fallback: t.Callable[[LocalProxy[t.Any]], t.Any] | None = None,
+        class_value: t.Any | None = None,
+        is_attr: bool = False,
+    ) -> None:
+        bind_f: t.Callable[[LocalProxy[t.Any], t.Any], t.Callable[..., t.Any]] | None
+
+        if hasattr(f, "__get__"):
+            # A Python function, can be turned into a bound method.
+
+            def bind_f(
+                instance: LocalProxy[t.Any], obj: t.Any
+            ) -> t.Callable[..., t.Any]:
+                return f.__get__(obj, type(obj))  # type: ignore
+
+        elif f is not None:
+            # A C function, use partial to bind the first argument.
+
+            def bind_f(
+                instance: LocalProxy[t.Any], obj: t.Any
+            ) -> t.Callable[..., t.Any]:
+                return partial(f, obj)
+
+        else:
+            # Use getattr, which will produce a bound method.
+            bind_f = None
+
+        self.bind_f = bind_f
+        self.fallback = fallback
+        self.class_value = class_value
+        self.is_attr = is_attr
+
+    def __set_name__(self, owner: LocalProxy[t.Any], name: str) -> None:
+        self.name = name
+
+    def __get__(self, instance: LocalProxy[t.Any], owner: type | None = None) -> t.Any:
+        if instance is None:
+            if self.class_value is not None:
+                return self.class_value
+
+            return self
+
+        try:
+            obj = instance._get_current_object()
+        except RuntimeError:
+            if self.fallback is None:
+                raise
+
+            fallback = self.fallback.__get__(instance, owner)
+
+            if self.is_attr:
+                # __class__ and __doc__ are attributes, not methods.
+                # Call the fallback to get the value.
+                return fallback()
+
+            return fallback
+
+        if self.bind_f is not None:
+            return self.bind_f(instance, obj)
+
+        return getattr(obj, self.name)
+
+    def __repr__(self) -> str:
+        return f"proxy {self.name}"
+
+    def __call__(
+        self, instance: LocalProxy[t.Any], *args: t.Any, **kwargs: t.Any
+    ) -> t.Any:
+        """Support calling unbound methods from the class. For example,
+        this happens with ``copy.copy``, which does
+        ``type(x).__copy__(x)``. ``type(x)`` can't be proxied, so it
+        returns the proxy type and descriptor.
+        """
+        return self.__get__(instance, type(instance))(*args, **kwargs)
+
+
+class _ProxyIOp(_ProxyLookup):
+    """Look up an augmented assignment method on a proxied object. The
+    method is wrapped to return the proxy instead of the object.
+    """
+
+    __slots__ = ()
+
+    def __init__(
+        self,
+        f: t.Callable[..., t.Any] | None = None,
+        fallback: t.Callable[[LocalProxy[t.Any]], t.Any] | None = None,
+    ) -> None:
+        super().__init__(f, fallback)
+
+        def bind_f(instance: LocalProxy[t.Any], obj: t.Any) -> t.Callable[..., t.Any]:
+            def i_op(self: t.Any, other: t.Any) -> LocalProxy[t.Any]:
+                f(self, other)  # type: ignore
+                return instance
+
+            return i_op.__get__(obj, type(obj))  # type: ignore
+
+        self.bind_f = bind_f
+
+
+def _l_to_r_op(op: F) -> F:
+    """Swap the argument order to turn an l-op into an r-op."""
+
+    def r_op(obj: t.Any, other: t.Any) -> t.Any:
+        return op(other, obj)
+
+    return t.cast(F, r_op)
+
+
+def _identity(o: T) -> T:
+    return o
+
+
+class LocalProxy(t.Generic[T]):
+    """A proxy to the object bound to a context-local object. All
+    operations on the proxy are forwarded to the bound object. If no
+    object is bound, a ``RuntimeError`` is raised.
+
+    :param local: The context-local object that provides the proxied
+        object.
+    :param name: Proxy this attribute from the proxied object.
+    :param unbound_message: The error message to show if the
+        context-local object is unbound.
+
+    Proxy a :class:`~contextvars.ContextVar` to make it easier to
+    access. Pass a name to proxy that attribute.
+
+    .. code-block:: python
+
+        _request_var = ContextVar("request")
+        request = LocalProxy(_request_var)
+        session = LocalProxy(_request_var, "session")
+
+    Proxy an attribute on a :class:`Local` namespace by calling the
+    local with the attribute name:
+
+    .. code-block:: python
+
+        data = Local()
+        user = data("user")
+
+    Proxy the top item on a :class:`LocalStack` by calling the local.
+    Pass a name to proxy that attribute.
+
+    .. code-block::
+
+        app_stack = LocalStack()
+        current_app = app_stack()
+        g = app_stack("g")
+
+    Pass a function to proxy the return value from that function. This
+    was previously used to access attributes of local objects before
+    that was supported directly.
+
+    .. code-block:: python
+
+        session = LocalProxy(lambda: request.session)
+
+    ``__repr__`` and ``__class__`` are proxied, so ``repr(x)`` and
+    ``isinstance(x, cls)`` will look like the proxied object. Use
+    ``issubclass(type(x), LocalProxy)`` to check if an object is a
+    proxy.
+
+    .. code-block:: python
+
+        repr(user)  # <User admin>
+        isinstance(user, User)  # True
+        issubclass(type(user), LocalProxy)  # True
+
+    .. versionchanged:: 2.2.2
+        ``__wrapped__`` is set when wrapping an object, not only when
+        wrapping a function, to prevent doctest from failing.
+
+    .. versionchanged:: 2.2
+        Can proxy a ``ContextVar`` or ``LocalStack`` directly.
+
+    .. versionchanged:: 2.2
+        The ``name`` parameter can be used with any proxied object, not
+        only ``Local``.
+
+    .. versionchanged:: 2.2
+        Added the ``unbound_message`` parameter.
+
+    .. versionchanged:: 2.0
+        Updated proxied attributes and methods to reflect the current
+        data model.
+
+    .. versionchanged:: 0.6.1
+        The class can be instantiated with a callable.
+    """
+
+    __slots__ = ("__wrapped", "_get_current_object")
+
+    _get_current_object: t.Callable[[], T]
+    """Return the current object this proxy is bound to. If the proxy is
+    unbound, this raises a ``RuntimeError``.
+
+    This should be used if you need to pass the object to something that
+    doesn't understand the proxy. It can also be useful for performance
+    if you are accessing the object multiple times in a function, rather
+    than going through the proxy multiple times.
+    """
+
+    def __init__(
+        self,
+        local: ContextVar[T] | Local | LocalStack[T] | t.Callable[[], T],
+        name: str | None = None,
+        *,
+        unbound_message: str | None = None,
+    ) -> None:
+        if name is None:
+            get_name = _identity
+        else:
+            get_name = attrgetter(name)  # type: ignore[assignment]
+
+        if unbound_message is None:
+            unbound_message = "object is not bound"
+
+        if isinstance(local, Local):
+            if name is None:
+                raise TypeError("'name' is required when proxying a 'Local' object.")
+
+            def _get_current_object() -> T:
+                try:
+                    return get_name(local)  # type: ignore[return-value]
+                except AttributeError:
+                    raise RuntimeError(unbound_message) from None
+
+        elif isinstance(local, LocalStack):
+
+            def _get_current_object() -> T:
+                obj = local.top
+
+                if obj is None:
+                    raise RuntimeError(unbound_message)
+
+                return get_name(obj)
+
+        elif isinstance(local, ContextVar):
+
+            def _get_current_object() -> T:
+                try:
+                    obj = local.get()
+                except LookupError:
+                    raise RuntimeError(unbound_message) from None
+
+                return get_name(obj)
+
+        elif callable(local):
+
+            def _get_current_object() -> T:
+                return get_name(local())
+
+        else:
+            raise TypeError(f"Don't know how to proxy '{type(local)}'.")
+
+        object.__setattr__(self, "_LocalProxy__wrapped", local)
+        object.__setattr__(self, "_get_current_object", _get_current_object)
+
+    __doc__ = _ProxyLookup(  # type: ignore[assignment]
+        class_value=__doc__, fallback=lambda self: type(self).__doc__, is_attr=True
+    )
+    __wrapped__ = _ProxyLookup(
+        fallback=lambda self: self._LocalProxy__wrapped,  # type: ignore[attr-defined]
+        is_attr=True,
+    )
+    # __del__ should only delete the proxy
+    __repr__ = _ProxyLookup(  # type: ignore[assignment]
+        repr, fallback=lambda self: f"<{type(self).__name__} unbound>"
+    )
+    __str__ = _ProxyLookup(str)  # type: ignore[assignment]
+    __bytes__ = _ProxyLookup(bytes)
+    __format__ = _ProxyLookup()  # type: ignore[assignment]
+    __lt__ = _ProxyLookup(operator.lt)
+    __le__ = _ProxyLookup(operator.le)
+    __eq__ = _ProxyLookup(operator.eq)  # type: ignore[assignment]
+    __ne__ = _ProxyLookup(operator.ne)  # type: ignore[assignment]
+    __gt__ = _ProxyLookup(operator.gt)
+    __ge__ = _ProxyLookup(operator.ge)
+    __hash__ = _ProxyLookup(hash)  # type: ignore[assignment]
+    __bool__ = _ProxyLookup(bool, fallback=lambda self: False)
+    __getattr__ = _ProxyLookup(getattr)
+    # __getattribute__ triggered through __getattr__
+    __setattr__ = _ProxyLookup(setattr)  # type: ignore[assignment]
+    __delattr__ = _ProxyLookup(delattr)  # type: ignore[assignment]
+    __dir__ = _ProxyLookup(dir, fallback=lambda self: [])  # type: ignore[assignment]
+    # __get__ (proxying descriptor not supported)
+    # __set__ (descriptor)
+    # __delete__ (descriptor)
+    # __set_name__ (descriptor)
+    # __objclass__ (descriptor)
+    # __slots__ used by proxy itself
+    # __dict__ (__getattr__)
+    # __weakref__ (__getattr__)
+    # __init_subclass__ (proxying metaclass not supported)
+    # __prepare__ (metaclass)
+    __class__ = _ProxyLookup(fallback=lambda self: type(self), is_attr=True)  # type: ignore[assignment]
+    __instancecheck__ = _ProxyLookup(lambda self, other: isinstance(other, self))
+    __subclasscheck__ = _ProxyLookup(lambda self, other: issubclass(other, self))
+    # __class_getitem__ triggered through __getitem__
+    __call__ = _ProxyLookup(lambda self, *args, **kwargs: self(*args, **kwargs))
+    __len__ = _ProxyLookup(len)
+    __length_hint__ = _ProxyLookup(operator.length_hint)
+    __getitem__ = _ProxyLookup(operator.getitem)
+    __setitem__ = _ProxyLookup(operator.setitem)
+    __delitem__ = _ProxyLookup(operator.delitem)
+    # __missing__ triggered through __getitem__
+    __iter__ = _ProxyLookup(iter)
+    __next__ = _ProxyLookup(next)
+    __reversed__ = _ProxyLookup(reversed)
+    __contains__ = _ProxyLookup(operator.contains)
+    __add__ = _ProxyLookup(operator.add)
+    __sub__ = _ProxyLookup(operator.sub)
+    __mul__ = _ProxyLookup(operator.mul)
+    __matmul__ = _ProxyLookup(operator.matmul)
+    __truediv__ = _ProxyLookup(operator.truediv)
+    __floordiv__ = _ProxyLookup(operator.floordiv)
+    __mod__ = _ProxyLookup(operator.mod)
+    __divmod__ = _ProxyLookup(divmod)
+    __pow__ = _ProxyLookup(pow)
+    __lshift__ = _ProxyLookup(operator.lshift)
+    __rshift__ = _ProxyLookup(operator.rshift)
+    __and__ = _ProxyLookup(operator.and_)
+    __xor__ = _ProxyLookup(operator.xor)
+    __or__ = _ProxyLookup(operator.or_)
+    __radd__ = _ProxyLookup(_l_to_r_op(operator.add))
+    __rsub__ = _ProxyLookup(_l_to_r_op(operator.sub))
+    __rmul__ = _ProxyLookup(_l_to_r_op(operator.mul))
+    __rmatmul__ = _ProxyLookup(_l_to_r_op(operator.matmul))
+    __rtruediv__ = _ProxyLookup(_l_to_r_op(operator.truediv))
+    __rfloordiv__ = _ProxyLookup(_l_to_r_op(operator.floordiv))
+    __rmod__ = _ProxyLookup(_l_to_r_op(operator.mod))
+    __rdivmod__ = _ProxyLookup(_l_to_r_op(divmod))
+    __rpow__ = _ProxyLookup(_l_to_r_op(pow))
+    __rlshift__ = _ProxyLookup(_l_to_r_op(operator.lshift))
+    __rrshift__ = _ProxyLookup(_l_to_r_op(operator.rshift))
+    __rand__ = _ProxyLookup(_l_to_r_op(operator.and_))
+    __rxor__ = _ProxyLookup(_l_to_r_op(operator.xor))
+    __ror__ = _ProxyLookup(_l_to_r_op(operator.or_))
+    __iadd__ = _ProxyIOp(operator.iadd)
+    __isub__ = _ProxyIOp(operator.isub)
+    __imul__ = _ProxyIOp(operator.imul)
+    __imatmul__ = _ProxyIOp(operator.imatmul)
+    __itruediv__ = _ProxyIOp(operator.itruediv)
+    __ifloordiv__ = _ProxyIOp(operator.ifloordiv)
+    __imod__ = _ProxyIOp(operator.imod)
+    __ipow__ = _ProxyIOp(operator.ipow)
+    __ilshift__ = _ProxyIOp(operator.ilshift)
+    __irshift__ = _ProxyIOp(operator.irshift)
+    __iand__ = _ProxyIOp(operator.iand)
+    __ixor__ = _ProxyIOp(operator.ixor)
+    __ior__ = _ProxyIOp(operator.ior)
+    __neg__ = _ProxyLookup(operator.neg)
+    __pos__ = _ProxyLookup(operator.pos)
+    __abs__ = _ProxyLookup(abs)
+    __invert__ = _ProxyLookup(operator.invert)
+    __complex__ = _ProxyLookup(complex)
+    __int__ = _ProxyLookup(int)
+    __float__ = _ProxyLookup(float)
+    __index__ = _ProxyLookup(operator.index)
+    __round__ = _ProxyLookup(round)
+    __trunc__ = _ProxyLookup(math.trunc)
+    __floor__ = _ProxyLookup(math.floor)
+    __ceil__ = _ProxyLookup(math.ceil)
+    __enter__ = _ProxyLookup()
+    __exit__ = _ProxyLookup()
+    __await__ = _ProxyLookup()
+    __aiter__ = _ProxyLookup()
+    __anext__ = _ProxyLookup()
+    __aenter__ = _ProxyLookup()
+    __aexit__ = _ProxyLookup()
+    __copy__ = _ProxyLookup(copy.copy)
+    __deepcopy__ = _ProxyLookup(copy.deepcopy)
+    # __getnewargs_ex__ (pickle through proxy not supported)
+    # __getnewargs__ (pickle)
+    # __getstate__ (pickle)
+    # __setstate__ (pickle)
+    # __reduce__ (pickle)
+    # __reduce_ex__ (pickle)