add code for analysis of data

1 files changed, 228 insertions, 0 deletions

diff --git a/venv/lib/python3.8/site-packages/itsdangerous/timed.py b/venv/lib/python3.8/site-packages/itsdangerous/timed.py
new file mode 100644
index 0000000..7384375
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/itsdangerous/timed.py
@@ -0,0 +1,228 @@
+from __future__ import annotations
+
+import collections.abc as cabc
+import time
+import typing as t
+from datetime import datetime
+from datetime import timezone
+
+from .encoding import base64_decode
+from .encoding import base64_encode
+from .encoding import bytes_to_int
+from .encoding import int_to_bytes
+from .encoding import want_bytes
+from .exc import BadSignature
+from .exc import BadTimeSignature
+from .exc import SignatureExpired
+from .serializer import _TSerialized
+from .serializer import Serializer
+from .signer import Signer
+
+
+class TimestampSigner(Signer):
+    """Works like the regular :class:`.Signer` but also records the time
+    of the signing and can be used to expire signatures. The
+    :meth:`unsign` method can raise :exc:`.SignatureExpired` if the
+    unsigning failed because the signature is expired.
+    """
+
+    def get_timestamp(self) -> int:
+        """Returns the current timestamp. The function must return an
+        integer.
+        """
+        return int(time.time())
+
+    def timestamp_to_datetime(self, ts: int) -> datetime:
+        """Convert the timestamp from :meth:`get_timestamp` into an
+        aware :class`datetime.datetime` in UTC.
+
+        .. versionchanged:: 2.0
+            The timestamp is returned as a timezone-aware ``datetime``
+            in UTC rather than a naive ``datetime`` assumed to be UTC.
+        """
+        return datetime.fromtimestamp(ts, tz=timezone.utc)
+
+    def sign(self, value: str | bytes) -> bytes:
+        """Signs the given string and also attaches time information."""
+        value = want_bytes(value)
+        timestamp = base64_encode(int_to_bytes(self.get_timestamp()))
+        sep = want_bytes(self.sep)
+        value = value + sep + timestamp
+        return value + sep + self.get_signature(value)
+
+    # Ignore overlapping signatures check, return_timestamp is the only
+    # parameter that affects the return type.
+
+    @t.overload
+    def unsign(  # type: ignore[overload-overlap]
+        self,
+        signed_value: str | bytes,
+        max_age: int | None = None,
+        return_timestamp: t.Literal[False] = False,
+    ) -> bytes: ...
+
+    @t.overload
+    def unsign(
+        self,
+        signed_value: str | bytes,
+        max_age: int | None = None,
+        return_timestamp: t.Literal[True] = True,
+    ) -> tuple[bytes, datetime]: ...
+
+    def unsign(
+        self,
+        signed_value: str | bytes,
+        max_age: int | None = None,
+        return_timestamp: bool = False,
+    ) -> tuple[bytes, datetime] | bytes:
+        """Works like the regular :meth:`.Signer.unsign` but can also
+        validate the time. See the base docstring of the class for
+        the general behavior. If ``return_timestamp`` is ``True`` the
+        timestamp of the signature will be returned as an aware
+        :class:`datetime.datetime` object in UTC.
+
+        .. versionchanged:: 2.0
+            The timestamp is returned as a timezone-aware ``datetime``
+            in UTC rather than a naive ``datetime`` assumed to be UTC.
+        """
+        try:
+            result = super().unsign(signed_value)
+            sig_error = None
+        except BadSignature as e:
+            sig_error = e
+            result = e.payload or b""
+
+        sep = want_bytes(self.sep)
+
+        # If there is no timestamp in the result there is something
+        # seriously wrong. In case there was a signature error, we raise
+        # that one directly, otherwise we have a weird situation in
+        # which we shouldn't have come except someone uses a time-based
+        # serializer on non-timestamp data, so catch that.
+        if sep not in result:
+            if sig_error:
+                raise sig_error
+
+            raise BadTimeSignature("timestamp missing", payload=result)
+
+        value, ts_bytes = result.rsplit(sep, 1)
+        ts_int: int | None = None
+        ts_dt: datetime | None = None
+
+        try:
+            ts_int = bytes_to_int(base64_decode(ts_bytes))
+        except Exception:
+            pass
+
+        # Signature is *not* okay. Raise a proper error now that we have
+        # split the value and the timestamp.
+        if sig_error is not None:
+            if ts_int is not None:
+                try:
+                    ts_dt = self.timestamp_to_datetime(ts_int)
+                except (ValueError, OSError, OverflowError) as exc:
+                    # Windows raises OSError
+                    # 32-bit raises OverflowError
+                    raise BadTimeSignature(
+                        "Malformed timestamp", payload=value
+                    ) from exc
+
+            raise BadTimeSignature(str(sig_error), payload=value, date_signed=ts_dt)
+
+        # Signature was okay but the timestamp is actually not there or
+        # malformed. Should not happen, but we handle it anyway.
+        if ts_int is None:
+            raise BadTimeSignature("Malformed timestamp", payload=value)
+
+        # Check timestamp is not older than max_age
+        if max_age is not None:
+            age = self.get_timestamp() - ts_int
+
+            if age > max_age:
+                raise SignatureExpired(
+                    f"Signature age {age} > {max_age} seconds",
+                    payload=value,
+                    date_signed=self.timestamp_to_datetime(ts_int),
+                )
+
+            if age < 0:
+                raise SignatureExpired(
+                    f"Signature age {age} < 0 seconds",
+                    payload=value,
+                    date_signed=self.timestamp_to_datetime(ts_int),
+                )
+
+        if return_timestamp:
+            return value, self.timestamp_to_datetime(ts_int)
+
+        return value
+
+    def validate(self, signed_value: str | bytes, max_age: int | None = None) -> bool:
+        """Only validates the given signed value. Returns ``True`` if
+        the signature exists and is valid."""
+        try:
+            self.unsign(signed_value, max_age=max_age)
+            return True
+        except BadSignature:
+            return False
+
+
+class TimedSerializer(Serializer[_TSerialized]):
+    """Uses :class:`TimestampSigner` instead of the default
+    :class:`.Signer`.
+    """
+
+    default_signer: type[TimestampSigner] = TimestampSigner
+
+    def iter_unsigners(
+        self, salt: str | bytes | None = None
+    ) -> cabc.Iterator[TimestampSigner]:
+        return t.cast("cabc.Iterator[TimestampSigner]", super().iter_unsigners(salt))
+
+    # TODO: Signature is incompatible because parameters were added
+    #  before salt.
+
+    def loads(  # type: ignore[override]
+        self,
+        s: str | bytes,
+        max_age: int | None = None,
+        return_timestamp: bool = False,
+        salt: str | bytes | None = None,
+    ) -> t.Any:
+        """Reverse of :meth:`dumps`, raises :exc:`.BadSignature` if the
+        signature validation fails. If a ``max_age`` is provided it will
+        ensure the signature is not older than that time in seconds. In
+        case the signature is outdated, :exc:`.SignatureExpired` is
+        raised. All arguments are forwarded to the signer's
+        :meth:`~TimestampSigner.unsign` method.
+        """
+        s = want_bytes(s)
+        last_exception = None
+
+        for signer in self.iter_unsigners(salt):
+            try:
+                base64d, timestamp = signer.unsign(
+                    s, max_age=max_age, return_timestamp=True
+                )
+                payload = self.load_payload(base64d)
+
+                if return_timestamp:
+                    return payload, timestamp
+
+                return payload
+            except SignatureExpired:
+                # The signature was unsigned successfully but was
+                # expired. Do not try the next signer.
+                raise
+            except BadSignature as err:
+                last_exception = err
+
+        raise t.cast(BadSignature, last_exception)
+
+    def loads_unsafe(  # type: ignore[override]
+        self,
+        s: str | bytes,
+        max_age: int | None = None,
+        salt: str | bytes | None = None,
+    ) -> tuple[bool, t.Any]:
+        return self._loads_unsafe_impl(s, salt, load_kwargs={"max_age": max_age})