essentials v2

gistfile1.txt

2017-07-27 09:21:33,664 - main - INFO - Running essentials with parameters {'timeline': '9', 'estimate_path': '/estimate/brand/77/model/226', 'benchmarks': {'estimates': [[6, 6, 0.009848285], [18, 18, 0.016949509], [7, 7, 0.004245447], [19, 19, 0.13425278], [8, 8, 0.028720361], [20, 20, 0.02309901], [9, 9, 0.011348068], [21, 21, 0.005742104], [10, 10, 0.004423368], [23, 23, 0.002164184], [12, 12, 0.017197318], [24, 24, 0.02240653], [13, 13, 0.006360481], [26, 26, 0.073298568], [14, 14, 0.011947603], [27, 27, 0.003117344], [15, 15, 0.021893639], [28, 28, 0.011947603], [16, 16, 0.004279949], [17, 17, 0.014925952]], 'variance covariance': [[20, 15, 7.39e-05], [8, 10, 2.11e-05], [23, 6, 3.16e-06], [9, 24, 3.6e-05], [24, 19, 0.000466782], [12, 15, 5.37e-05], [27, 10, 2.11e-06], [14, 6, 1.68e-05], [28, 24, 0.0], [15, 19, 0.000416076], [17, 10, 9.82e-06], [18, 24, 5.44e-05], [6, 19, 0.000191502], [20, 28, 0.0], [8, 23, 9.86e-06], [23, 18, 5.63e-06], [10, 14, 7.58e-06], [26, 9, 0.000120606], [12, 28, 0.0], [27, 23, 1.04e-06], [14, 18, 2.98e-05], [16, 9, 6.91e-06], [17, 23, 4.78e-06], [19, 14, 0.00022438], [7, 9, 6.99e-06], [19, 27, 5.88e-05], [7, 21, 3.55e-06], [21, 17, 1.23e-05], [9, 13, 1.07e-05], [24, 8, 9.28e-05], [10, 27, 2.11e-06], [26, 21, 6.11e-05], [13, 17, 1.39e-05], [28, 13, 0.0], [15, 8, 9.44e-05], [16, 21, 3.47e-06], [18, 13, 1.94e-05], [6, 8, 4.09e-05], [20, 16, 1.38e-05], [8, 12, 6.99e-05], [23, 7, 1.42e-06], [9, 26, 0.000120606], [24, 20, 7.36e-05], [12, 16, 1.02e-05], [27, 12, 7.6e-06], [14, 7, 7.34e-06], [28, 26, 0.0], [15, 20, 7.39e-05], [17, 12, 3.94e-05], [18, 26, 0.000185268], [6, 20, 3.44e-05], [7, 10, 2.87e-06], [21, 6, 8.13e-06], [8, 24, 9.28e-05], [23, 19, 4.13e-05], [10, 15, 1.43e-05], [26, 10, 4.74e-05], [13, 6, 9.06e-06], [27, 24, 9.92e-06], [14, 19, 0.00022438], [16, 10, 2.65e-06], [17, 24, 5.59e-05], [19, 15, 0.000416076], [19, 28, 0.0], [7, 23, 1.42e-06], [21, 18, 1.45e-05], [9, 14, 1.95e-05], [24, 9, 3.6e-05], [10, 28, 0.0], [26, 23, 2.3e-05], [13, 18, 1.94e-05], [28, 14, 0.0], [15, 9, 3.62e-05], [16, 23, 1.3e-06], [18, 14, 2.98e-05], [6, 9, 1.6e-05], [20, 17, 5.34e-05], [8, 13, 3.53e-05], [23, 8, 9.86e-06], [9, 27, 5.13e-06], [24, 21, 1.81e-05], [12, 17, 3.94e-05], [27, 13, 2.94e-06], [14, 8, 4.99e-05], [28, 27, 0.0], [15, 21, 1.83e-05], [17, 13, 1.39e-05], [18, 27, 7.94e-06], [6, 21, 8.13e-06], [7, 12, 1.03e-05], [21, 7, 3.55e-06], [8, 26, 0.00031393], [23, 20, 7.54e-06], [10, 16, 2.65e-06], [26, 12, 0.000178448], [13, 7, 4e-06], [27, 26, 3.32e-05], [14, 20, 4e-05], [16, 12, 1.02e-05], [17, 26, 0.00015738], [19, 16, 7.9e-05], [20, 6, 3.44e-05], [7, 24, 1.35e-05], [21, 19, 0.000107663], [9, 15, 3.62e-05], [24, 10, 1.51e-05], [12, 6, 2.6e-05], [26, 24, 0.000233064], [13, 19, 0.000120738], [28, 15, 0.0], [15, 10, 1.43e-05], [16, 24, 1.32e-05], [18, 15, 5.53e-05], [6, 10, 6.36e-06], [20, 18, 5.84e-05], [8, 14, 4.99e-05], [23, 9, 3.56e-06], [9, 28, 0.0], [24, 23, 7.35e-06], [12, 18, 4.13e-05], [27, 14, 5.39e-06], [14, 9, 1.95e-05], [28, 28, 0.000225], [15, 23, 6.92e-06], [17, 14, 2.6e-05], [18, 28, 0.0], [6, 23, 3.16e-06], [7, 13, 4e-06], [21, 8, 2.51e-05], [8, 27, 1.33e-05], [23, 21, 1.82e-06], [10, 17, 9.82e-06], [26, 13, 7.02e-05], [13, 8, 3.53e-05], [27, 27, 1.31e-05], [14, 21, 9.81e-06], [16, 13, 3.84e-06], [17, 27, 6.83e-06], [19, 17, 0.000301232], [20, 7, 1.53e-05], [7, 26, 4.51e-05], [21, 20, 1.92e-05], [9, 16, 6.91e-06], [24, 12, 5.42e-05], [12, 7, 1.03e-05], [26, 26, 0.010558823], [13, 20, 2.16e-05], [28, 16, 0.0], [15, 12, 5.37e-05], [16, 26, 4.42e-05], [18, 16, 1.02e-05], [6, 12, 2.6e-05], [20, 19, 0.000451871], [8, 15, 9.44e-05], [23, 10, 1.47e-06], [10, 6, 6.36e-06], [24, 24, 0.00234517], [12, 19, 0.000358075], [27, 15, 1e-05], [14, 10, 7.58e-06], [15, 24, 7.02e-05], [17, 15, 4.74e-05], [19, 6, 0.000191502], [6, 24, 3.11e-05], [7, 14, 7.34e-06], [21, 9, 9.49e-06], [8, 28, 0.0], [23, 23, 6.3e-06], [10, 18, 1.2e-05], [26, 14, 0.000125075], [13, 9, 1.07e-05], [27, 28, 0.0], [14, 23, 3.72e-06], [16, 14, 7.44e-06], [17, 28, 0.0], [19, 18, 0.000320549], [20, 8, 9.75e-05], [7, 27, 2.13e-06], [21, 21, 6.33e-05], [9, 17, 2.43e-05], [24, 13, 2.05e-05], [12, 8, 6.99e-05], [26, 27, 3.32e-05], [13, 21, 5.5e-06], [28, 17, 0.0], [15, 13, 2.1e-05], [16, 27, 1.87e-06], [18, 17, 3.77e-05], [6, 13, 9.06e-06], [20, 20, 0.001018977], [8, 16, 1.73e-05], [23, 12, 5.26e-06], [10, 7, 2.87e-06], [24, 26, 0.000233064], [12, 20, 6.14e-05], [27, 16, 1.87e-06], [14, 12, 2.92e-05], [15, 26, 0.000233602], [17, 16, 8.88e-06], [19, 7, 8e-05], [6, 26, 0.000103263], [7, 15, 1.36e-05], [21, 10, 3.72e-06], [9, 6, 1.6e-05], [23, 24, 7.35e-06], [10, 19, 8.62e-05], [26, 15, 0.000233602], [13, 10, 4.77e-06], [28, 6, 0.0], [14, 24, 3.73e-05], [16, 15, 1.31e-05], [18, 6, 2.44e-05], [19, 19, 0.038736196], [20, 9, 3.79e-05], [7, 28, 0.0], [21, 23, 1.82e-06], [9, 18, 2.83e-05], [24, 14, 3.73e-05], [12, 9, 2.76e-05], [26, 28, 0.0], [13, 23, 2.13e-06], [28, 18, 0.0], [15, 14, 3.71e-05], [16, 28, 0.0], [18, 18, 0.000631676], [6, 14, 1.68e-05], [20, 21, 1.92e-05], [8, 17, 6.25e-05], [23, 13, 2.13e-06], [10, 8, 2.11e-05], [24, 27, 9.92e-06], [12, 21, 1.39e-05], [27, 17, 6.83e-06], [14, 13, 1.11e-05], [15, 27, 1e-05], [17, 17, 0.000781164], [19, 8, 0.000544172], [6, 27, 4.68e-06], [7, 16, 2.55e-06], [21, 12, 1.39e-05], [9, 7, 6.99e-06], [23, 26, 2.3e-05], [10, 20, 1.54e-05], [26, 16, 4.42e-05], [13, 12, 1.55e-05], [28, 7, 0.0], [14, 26, 0.000125075], [16, 16, 6.12e-05], [18, 7, 1.08e-05], [19, 20, 0.000451871], [20, 10, 1.54e-05], [8, 6, 4.09e-05], [21, 24, 1.81e-05], [9, 19, 0.000213954], [24, 15, 7.02e-05], [12, 10, 1.08e-05], [27, 6, 4.68e-06], [13, 24, 2.05e-05], [28, 19, 0.0], [15, 15, 0.000953595], [17, 6, 2.17e-05], [18, 19, 0.000320549], [6, 15, 3.11e-05], [20, 23, 7.54e-06], [8, 18, 8.58e-05], [23, 14, 3.72e-06], [10, 9, 7.31e-06], [24, 28, 0.0], [12, 23, 5.26e-06], [27, 18, 7.94e-06], [14, 14, 0.000419542], [15, 28, 0.0], [17, 18, 3.77e-05], [19, 9, 0.000213954], [6, 28, 0.0], [7, 17, 9.3e-06], [21, 13, 5.5e-06], [9, 8, 4.86e-05], [23, 27, 1.04e-06], [10, 21, 3.72e-06], [26, 17, 0.00015738], [13, 13, 0.000190934], [28, 8, 0.0], [14, 27, 5.39e-06], [16, 17, 8.88e-06], [18, 8, 8.58e-05], [19, 21, 0.000107663], [20, 12, 6.14e-05], [8, 7, 1.81e-05], [21, 26, 6.11e-05], [9, 20, 3.79e-05], [24, 16, 1.32e-05], [12, 12, 0.001488056], [27, 7, 2.13e-06], [13, 26, 7.02e-05], [28, 20, 0.0], [15, 16, 1.31e-05], [17, 7, 9.3e-06], [18, 20, 5.84e-05], [6, 16, 5.87e-06], [20, 24, 7.36e-05], [8, 19, 0.000544172], [23, 15, 6.92e-06], [10, 10, 3.41e-05], [26, 6, 0.000103263], [12, 24, 5.42e-05], [27, 19, 5.88e-05], [14, 15, 3.71e-05], [16, 6, 5.87e-06], [17, 19, 0.000301232], [19, 10, 8.62e-05], [7, 6, 6.37e-06], [7, 18, 1.08e-05], [21, 14, 9.81e-06], [9, 9, 0.000334848], [23, 28, 0.0], [10, 23, 1.47e-06], [26, 18, 0.000185268], [13, 14, 1.11e-05], [28, 9, 0.0], [14, 28, 0.0], [16, 18, 1.02e-05], [18, 9, 2.83e-05], [19, 23, 4.13e-05], [20, 13, 2.16e-05], [8, 8, 0.003276668], [21, 27, 2.61e-06], [9, 21, 9.49e-06], [24, 17, 5.59e-05], [12, 13, 1.55e-05], [27, 8, 1.33e-05], [13, 27, 2.94e-06], [28, 21, 0.0], [15, 17, 4.74e-05], [17, 8, 6.25e-05], [18, 21, 1.45e-05], [6, 17, 2.17e-05], [20, 26, 0.000245106], [8, 20, 9.75e-05], [23, 16, 1.3e-06], [10, 12, 1.08e-05], [26, 7, 4.51e-05], [12, 26, 0.000178448], [27, 20, 1.12e-05], [14, 16, 7.44e-06], [16, 7, 2.55e-06], [17, 20, 5.34e-05], [19, 12, 0.000358075], [7, 7, 2.91e-05], [7, 19, 8e-05], [21, 15, 1.83e-05], [9, 10, 7.31e-06], [24, 6, 3.11e-05], [10, 24, 1.51e-05], [26, 19, 0.001379265], [13, 15, 2.1e-05], [28, 10, 0.0], [15, 6, 3.11e-05], [16, 19, 7.9e-05], [18, 10, 1.2e-05], [6, 6, 0.000251038], [19, 24, 0.000466782], [20, 14, 4e-05], [8, 9, 4.86e-05], [21, 28, 0.0], [9, 23, 3.56e-06], [24, 18, 5.44e-05], [12, 14, 2.92e-05], [27, 9, 5.13e-06], [13, 28, 0.0], [28, 23, 0.0], [15, 18, 5.53e-05], [17, 9, 2.43e-05], [18, 23, 5.63e-06], [6, 18, 2.44e-05], [20, 27, 1.12e-05], [8, 21, 2.51e-05], [23, 17, 4.78e-06], [10, 13, 4.77e-06], [26, 8, 0.00031393], [12, 27, 7.6e-06], [27, 21, 2.61e-06], [14, 17, 2.6e-05], [16, 8, 1.73e-05], [17, 21, 1.23e-05], [19, 13, 0.000120738], [7, 8, 1.81e-05], [7, 20, 1.53e-05], [21, 16, 3.47e-06], [9, 12, 2.76e-05], [24, 7, 1.35e-05], [10, 26, 4.74e-05], [26, 20, 0.000245106], [13, 16, 3.84e-06], [28, 12, 0.0], [15, 7, 1.36e-05], [16, 20, 1.38e-05], [18, 12, 4.13e-05], [6, 7, 6.37e-06], [19, 26, 0.001379265]]}, 'model_start_date': '2015-01-01', 'model_end_date': '2017-05-31', 'model_simulation_path': '/simulation/brand/77/model/226/timeline/9', 'uuid': 152, 'scenario_info': [{'objective_type': 'custom_scenario', 'scenario_end_date': '2018-12-01', 'scenario_start_date': '2018-01-01', 'objective_value': '', 'scenario_id': 162}, {'objective_type': 'custom_scenario', 'scenario_end_date': '2018-12-01', 'scenario_start_date': '2018-01-01', 'objective_value': '', 'scenario_id': 163}], 'simulation_number': 1000, 'observation_path': '/definition/brand/77/timeline/9', 'frequency': 'MS', 'model_path': '/definition/brand/77/model/226/timeline/9'}