leaf_engine.adapt.adapt_observations
====================================

.. py:module:: leaf_engine.adapt.adapt_observations


Functions
---------

.. autoapisummary::

   leaf_engine.adapt.adapt_observations.actual_contract_rate_spend
   leaf_engine.adapt.adapt_observations.award_vs_actual_price_spread
   leaf_engine.adapt.adapt_observations.carrier_churn
   leaf_engine.adapt.adapt_observations.flex_daily_pattern
   leaf_engine.adapt.adapt_observations.flex_weekly_pattern
   leaf_engine.adapt.adapt_observations.high_award_spread
   leaf_engine.adapt.adapt_observations.high_churn_lanes
   leaf_engine.adapt.adapt_observations.lane_carrier_loads_per_week
   leaf_engine.adapt.adapt_observations.market_rate_variance
   leaf_engine.adapt.adapt_observations.otif_penalty_risk
   leaf_engine.adapt.adapt_observations.should_be_flex_lanes
   leaf_engine.adapt.adapt_observations.spot_exposure
   leaf_engine.adapt.adapt_observations.unawarded_lanes


Module Contents
---------------

.. py:function:: actual_contract_rate_spend(_ships)

.. py:function:: award_vs_actual_price_spread()

.. py:function:: carrier_churn(_ships: pandas.DataFrame) -> pandas.DataFrame

.. py:function:: flex_daily_pattern(_ded_oppys, _lanes)

.. py:function:: flex_weekly_pattern(_weekly_oppys, _lanes)

.. py:function:: high_award_spread()

.. py:function:: high_churn_lanes(df: pandas.DataFrame) -> pandas.DataFrame

.. py:function:: lane_carrier_loads_per_week(_ships: pandas.DataFrame)

.. py:function:: market_rate_variance(_ships, _market_rates)

.. py:function:: otif_penalty_risk()

.. py:function:: should_be_flex_lanes(_class_ships, _daily_pattern, _lanes)

.. py:function:: spot_exposure(_ships: pandas.DataFrame) -> pandas.DataFrame

.. py:function:: unawarded_lanes()