two version of R2R are here HEAD master

1 files changed, 55 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/botocore/retries/throttling.py b/.venv/lib/python3.12/site-packages/botocore/retries/throttling.py
new file mode 100644
index 00000000..34ab4172
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/botocore/retries/throttling.py
@@ -0,0 +1,55 @@
+from collections import namedtuple
+
+CubicParams = namedtuple('CubicParams', ['w_max', 'k', 'last_fail'])
+
+
+class CubicCalculator:
+    _SCALE_CONSTANT = 0.4
+    _BETA = 0.7
+
+    def __init__(
+        self,
+        starting_max_rate,
+        start_time,
+        scale_constant=_SCALE_CONSTANT,
+        beta=_BETA,
+    ):
+        self._w_max = starting_max_rate
+        self._scale_constant = scale_constant
+        self._beta = beta
+        self._k = self._calculate_zero_point()
+        self._last_fail = start_time
+
+    def _calculate_zero_point(self):
+        scaled_value = (self._w_max * (1 - self._beta)) / self._scale_constant
+        k = scaled_value ** (1 / 3.0)
+        return k
+
+    def success_received(self, timestamp):
+        dt = timestamp - self._last_fail
+        new_rate = self._scale_constant * (dt - self._k) ** 3 + self._w_max
+        return new_rate
+
+    def error_received(self, current_rate, timestamp):
+        # Consider not having this be the current measured rate.
+
+        # We have a new max rate, which is the current rate we were sending
+        # at when we received an error response.
+        self._w_max = current_rate
+        self._k = self._calculate_zero_point()
+        self._last_fail = timestamp
+        return current_rate * self._beta
+
+    def get_params_snapshot(self):
+        """Return a read-only object of the current cubic parameters.
+
+        These parameters are intended to be used for debug/troubleshooting
+        purposes.  These object is a read-only snapshot and cannot be used
+        to modify the behavior of the CUBIC calculations.
+
+        New parameters may be added to this object in the future.
+
+        """
+        return CubicParams(
+            w_max=self._w_max, k=self._k, last_fail=self._last_fail
+        )