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stad_data.py
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stad_data.py
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# -*- coding: utf-8 -*-
"""
Created on Wed Feb 17 16:48:42 2021
@author: Gar
"""
import pandas as pd
import sqlite3 as sql
# =============================================================================
#
# WALL DISTANCE DIMENSIONS
#
# These piecewise functions are described as a list of tuples where
# each tuple represents a subfunction of the overall piecewise.
# there are 3 different formats of piecewise subfunctions used.
#
# See: https://github.com/garesborn/MLB-stadium-dimensions for a cleaner
# record of these equations (NOTE: c values represent constants)
#
# 0: format is always c0/(sin(theta)-c1*cos(theta))
# 1: format is combo of format 0 and
#
# c0*cos(theta - c1)-c2*cos(theta-c3)/d+
# c7*sqrt(d - c8*sin^2(theta-c2))/d
# where d = (c4-c5*cos(2*theta-c6))
#
# 2: format is combo of 0 and c0/sin(theta) or c0/cos(theta) or c0
#
# These sub-equations are represented in tuples in the following formats:
#
# 0: [c0, c1, theta_min, theta_max]
# 1: [[c0,c1,c2,c3,c4,c5,c6],[c7,c8], theta_min, theta_max] formatted based on first and second term of eq
# 2: [c0, str, theta_min, theta_max] where str is one of 'sin', 'cos', or 'con'
# =============================================================================
# =============================================================================
#
# WALL HEIGHT DIMENSIONS
#
# There are 2 types of Wall height subequations, constant height and linearly sloped.
#
# These sub equations are represented in tuples in the following format:
#
# [h, b, theta_min, theta_max]
# where h is the height at theta_min and b is 0 for constant height
# or 1 for sloped
# =============================================================================
dARZ = ((-389.4194,-1.1624467,0,4.9),(423.5471,1.085346,4.9,6.6),(6211.3885,17.49789,6.6,31.7),#(427.9667,.630552,31.7,32.9),(1197.8397,2.9286229,32.9,34),
(559.10919,1.0073058,31.7,38.9),(-91.557622,-1.10398598,38.9,39.1),
(571.92441,1.0070058,39.1,50.5),(114.59269,-.76826977,50.5,50.8),(557.962,1.0031979,50.8,57.7),#(403.8808,.3213439,55.7,56.7),(775.17044,1.924966,56.7,57.7),
(353.793768,.06108017,57.7,82.5),(395.0241,.9533913,82.5,84.2),(327,-.9060869,84.2,90))
hARZ = ((8,0,0,4.9),(8,1,4.9,6.6),(7.5,0,6.6,31.7),
(25,0,31.7,57.7),(7.5,0,57.7,82.5),(7.5,1,82.5,84.2),(8,0,84.2,90))
#==============================================================================
dBAL = ((-1789.977, -5.61943, 0, 25.5), (801.702, 1.83, 25.5, 49),
(359.7761, 0.187168, 49, 82), (331, -.396914, 82, 90))
hBAL = ((21,0,0,16.2),(7,0,16.2,90))
#==============================================================================
dBOS = [(-119.0423, -.3941798, 0, 3.8),(-402.289, -1.17404, 3.8, 4.9),(-808.953, -2.274195, 4.9, 6),
(-2332.79083,-6.3601456,6,7.1),(-20759.85313,-55.616,7.1,8.1),(1129.33168,2.875435,8.1,31),
(-417.143116,-1.8849057,31,33.8),(431.2604,.587157,33.8,52.2),(2077.8716,7.7513156,52.2,53.1),
(306,.00577087,53.1,90)]
hBOS = [(5, 0, 0, 4.9),(5, 1, 4.9, 6),
(3,0,6,7.1),(3,0,7.1,8.1),(5,0,8.1,31),
(5,0,31,33.8),(18,0,33.8,53.1),
(37,0,53.1,90)]
#==============================================================================
dCHC = [[-4499.413, -12.7462, 0, 10.9], [297.1748, 0.636566, 10.9, 13.1], [18363.859, 53.4839, 13.1, 29.4],
[[9353823.75, 33.2, 2540504.25, 146.8, 33526.25, 9105.75, 180], [22815.51, 155682], 29.4, 49.2],
[357.8732, 0.245827, 49.2, 73.2], [496.86435, 1.62768, 73.2, 74.8], [355, 0.112061, 74.8, 90]]
hCHC = [[15,0,0,10.9],[15,1,10.9,13.1],[11.5,0,13.1,73.2],[11.5,1,73.2,74.8],[15,0,74.8,90]]
#==============================================================================
dCLE = [(-1609.844,-4.98404,0,20.3),(906.183,2.2274,20.3,48.2),
(356.7465,.197554,48.2,78.2),(321,-.303978,78.2,90)]
hCLE = [(14,0,0,2),(8,0,2,48.2),
(19,0,48.2,90)]
#==============================================================================
dCWS = [[-7014.6043, -20.939117, 0, 24.1], [1495.6997, 3.92207, 24.1, 30.6], [820.61, 1.88324, 30.6, 36.6],
[1969.1759, 5.562717, 36.6, 39.1], [561.4967, 1.00525, 39.1, 50.6], [363.2118, 0.2203438, 50.6, 54],
[426.18439, 0.49718, 54, 58.7], [378.8179, 0.259128, 58.7, 63.4], [340.82399, 0.03285, 63.4, 79], [327, -0.177146, 79, 90]]
hCWS = [[8,0,0.0,90.0]]
#==============================================================================
dCIN = [[[11951552.5, 25.2, 8986447.5, 164.8, 41212.25, 30987.75, 190],
[19212.09, 168200], 0, 44.7],[436.311, 0.52231577, 44.7, 60.3], [336.435, 0.0014347, 60.3, 86.6],
[326, -0.5206991, 86.6, 90]]
hCIN = [[12,0,0,1],[8,0,1,44.7],[12,0,44.7,90]]
#==============================================================================
dCOL = [[-551.417, -1.57548, 0, 1.2], [4061.537, 11.422, 1.2, 37.5],
[536.536, 0.84288, 37.5, 60.2], [345, -0.08135, 60.2, 90]]
hCOL = [[17,0,0,17.3],[8,0,17.3,90]]
#==============================================================================
dDET = [[-410, -1.23813, 0, 1.3], [337.21, 'cos', 1.3, 22.5], [-430.4868, -1.6908, 22.5, 24.6],
[347.675, 'cos', 24.6, 35.3], [593.97, 1, 35.3, 54], [345, 'sin', 54, 90]]
hDET = [[9,0,0,22.5],[9,1,22.5,24.6],[15,0,24.6,35.3],[9,0,35.3,54],[7,0,54,90]]
#==============================================================================
dHOU = [[-2738.7177, -8.400974, 0, 23], [315.172, 0.493462, 23, 24.1], [-2943.702, -9.23423, 24.1, 35.2], #[310.475, 0.23668, 33.7, 35.2],
[522,.81,35.2,51.2],
[347.579, 0.120368, 51.2, 67.7], [42.673422, -2.124119, 67.7, 67.9], [315, 0.0366002, 67.9, 90]]
hHOU = [[7,0,0,23],[9,0,23,53.6],[25,0,53.6,67.7],[25,1,67.7,67.9],[21,0,67.9,90]]
#==============================================================================
dKC = [[[1738857, 10.1, 495945, 169.9, 5417, 1545, 180], [3671.3, 206082], 0, 5.9],[25650.376, 71.503534, 5.9, 22.1],
[[19759218, 50.9, 1837968, -76.9, 111634, 10384, -26], [78594.9, 62658], 22.1, 59],
[[5643864, 68.7, 4885920, -80.7, 16218, 14040, -12], [5740.3, 242208], 59, 76.9],
[361.884, 0.01803985, 76.9, 82.7], [[958907, 82.6, 322725, -44.6, 2897, 975, 38], [1929, 219122], 82.7, 90]]
hKC = [[8,0,0,90]]
#==============================================================================
dLAA =[[-352.2388, -1.06739, 0, 1.6], [-496.7696, -1.493901, 1.6, 3.2], [-641.02615, -1.9114787, 3.2, 4.8],
[-1020.3203, -2.9928111, 4.8, 6.6], [6919.533, 19.3875915, 6.6, 11.2], [1240.50705, 3.314747, 11.2, 42.6],
[437.37565, 0.5733725, 42.6, 68], [351.0005, -0.0286525, 68, 84], [340.789, -0.3046164, 84, 85.6],
[329.5441, -0.72339596, 85.6, 87], [324.50638, -1.0040283, 87, 88.4], [328, -0.629411, 88.4, 90]]
hLAA = [[5,0,0,6.6],[8,0,6.6,84],[5,0,84,90]]
#==============================================================================
dLAD = [[-443.8081, -1.344873, 0, 4.2], [-829.5118, -2.44985, 4.2, 7.8], [-10942.3745, -30.646819, 7.8, 9.5],
[1719.756, 4.622957, 9.5, 25.1], [1115.073, 2.83277, 25.1, 31.1], [928.868, 2.258998, 31.1, 42.6],
[742.26267, 1.620443, 42.6, 44], [562.6864, 0.9947777, 44, 46.3], [472.8006, 0.66870534, 46.3, 49.2],
[423.6147, 0.478618, 49.2, 55.3], [395.11776, 0.349269, 55.3, 59], [392.2193, 0.3344991, 59, 63.1],
[381.7462, 0.2729345, 63.1, 69.2], [372.8431, 0.2051737, 69.2, 74.7], [368.8506, 0.163833, 74.7, 80.5],
[362.23, 0.053704, 80.5, 82.1], [353.007, -0.131245, 82.1, 83.3], [334.774, -0.564136, 83.3, 85.6],
[333.006, -0.629807, 85.6, 87.2], [328.317, -0.90885, 87.2, 88.4], [330, -0.729958, 88.4, 90]]
hLAD = [[4,0,0,7.8],[4,1,7.8,10.6],[8,0,10.6,80.5],[8,1,80.5,83.3],[4,0,83.3,90]]
#==============================================================================
dMIA = [[-3285.092, -9.80624, 0, 23.7], [5130.955, 14.1917, 23.7, 27.1], [1260.2215, 3.099602, 27.1, 33.1],
[928.6866, 2.112672, 33.1, 37.2], [822.69397, 1.78492, 37.2, 41.2], [697.69, 1.380693, 41.2, 44.6],
[624.24997, 1.1315557, 44.6, 47.9], [567.2531, 0.927191, 47.9, 51.2], [123.3194, -0.7717922, 51.2, 51.3],
[163.1114, -0.618006, 51.3, 51.6], [263.849, -0.2205658, 51.6, 52.3], [333.1776, 0.061447, 52.3, 53.6],
[333.94836, 0.06472688, 53.6, 55], [391.363, 0.32139203, 55, 56.5], [457.485, 0.630953, 56.5, 59],
[389.587, 0.2903055, 59, 60.8], [387.8902, 0.281246, 60.8, 63.6], [367.932, 0.163124, 63.6, 68.2],
[360.9411, 0.112519, 68.2, 72.1], [349.332, 0.00931917, 72.1, 79.2], [339.562, -0.137541, 79.2, 84.3],
[337, -0.212114, 84.3, 90]] #THESE ARE THE OLD DIMENSIONS
hMIA = [[8.5,0,0,9.8],[11.5,0,9.8,16],[8.5,0,16,53.3],[11.5,0,53.3,65.1],[7,0,65.1,84.9],[11.5,0,84.9,90]]
#==============================================================================
dMIN = [[-2731.998, -8.3292, 0, 20], [1691.285, 4.5671, 20, 38.5], [629.3765, 1.2001, 38.5, 51.2],
[382.741, 0.24243, 51.2, 67], [339, -0.05651, 67, 90]]
hMIN = [[23,0,0,38.5],[8,0,38.5,90]]
#==============================================================================
dMIL = [[4068.1011, 11.7916, 0, 16.5], [-60.8626, -0.47706, 16.5, 16.8], [3834.475, 10.73232, 16.8, 23.3],
[1042.985, 2.60569, 23.3, 35.5], [-1107.4106, -4.237288, 35.5, 37.7], [566.71123, 1, 37.7, 52.3],
[287.52, -0.130068, 52.3, 56.2], [393.82239, 0.374126, 56.2, 74], [358.50448, 0.027826, 74, 85],
[344, -0.435742, 85, 90]]
hMIL = [[8,0,0,90]]
#==============================================================================
dNYM = [[-2766.825, -8.3843195, 0, 5.2], [-371.523921, -1.204617, 5.2, 7], [-1855.73071, -5.52645, 7, 18.8],
[682.2307, 1.566132, 18.8, 23.3], [-40721.387, -119.6616683, 23.3, 29.5], [1281.67692, 3.1812751, 29.5, 38.2],
[575.86589, 0.9960149, 38.2, 49.1], [358.6125, 0.1847292, 49.1, 82.1],[335,-.30194697,82.1,90]]
hNYM = [[8,0,0,90]]
#==============================================================================
dNYY = [[-752.7416, -2.397266, 0, 3.2], [-1341.4764, -4.22849, 3.2, 4.9], [323.639, 'cos', 4.9, 30.6],
[2683.6147, 7.700602, 30.6, 36.1], [913.27186, 2.139572, 36.1, 40.4], [707.36801, 1.4643105, 40.4, 44.4],
[600.6388, 1.096466, 44.4, 48.4], [496.311752, 0.7103813, 48.4, 52.1], [445.2994, 0.5053365, 52.1, 56.7],
[390.30014, 0.2548946, 56.7, 62.8], [345.39856, 0.001719809, 62.8, 80.6], [324.4985, -0.3638949, 80.6, 84.8],
[316, -0.6421425, 84.8, 90]]
hNYY = [[8,0,0,90]]
#==============================================================================
dOAK = [[-868.87639, -2.632959, 0, 12], [911.9339, 2.32779, 12, 22.3], [1753.07386, 4.853163, 22.3, 33.8],
[1043.552, 2.617999, 33.8, 40.8], [558.5246, 1, 40.8, 49.2], [398.6068, 0.381971, 49.2, 56.2],
[361.22296, 0.2060512, 56.2, 67.7], [391.759586, 0.429592, 67.7, 78], [330, -0.3798, 78, 90]]
hOAK = [[8, 0, 0, 12], [15, 0, 12, 33.8],
[8, 0, 33.8, 56.2], [15, 0, 56.2, 78], [8, 0, 78, 90]]
#==============================================================================
dPHI = [[330, 'cos', 0, 34.3], [644.15, 1.277017, 34.3, 50.7], [308.591, -0.02468, 50.7, 55.9],
[543.4657, 1.08071, 55.9, 59.3], [331, 'sin', 59.3, 88.3], [325, -0.596191, 88.3, 90]]
hPHI = [[13,0,0,34.3],[6,0,34.3,50.7],[19,0,50.7,53.2], [19,1,53.2,55.9],[11,0,55.9,90]]
#==============================================================================
dPIT = [[-1759.947, -5.4827, 0, 22.3], [1120.146, 2.8184, 22.3, 34.1], [716.884, 1.56, 34.1, 44.3],
[478.809, 0.71785, 44.3, 58.5], [-4560.837, -24.0136, 58.5, 59.6], [366.846, 0.089958, 59.6, 81.5],
[321, -0.75751, 81.5, 90]]
hPIT = [[21, 0, 0, 22.3], [10, 0, 22.3, 59.6], [6, 0, 59.6, 90]]
#==============================================================================
dSDP = [[321.433, 'cos', 0, 3.4], [-311.7359, -1.029242, 3.4, 7.2], [346.87116, 'cos', 7.2, 27.8],
[1425.7353, 3.59492, 27.8, 31.8], [740.2202, 1.568309, 31.8, 38.3], [543.05468, 0.9402139, 38.3, 49.2],
[318.3662, 0.0718681, 49.2, 50.4], [539.44852, 0.9611939, 50.4, 56.2], [393.566469, 0.2972994, 56.2, 63.5],
[344.316, 0.0091096, 63.5, 83.8], [336, -0.2134522, 83.8, 90]]
hSDP = [[11,1,0,3.4],[8,0,3.4,90]]
#==============================================================================
dSFG = [[-697.339, -2.25676, 0, 15], [946.0859, 2.4155, 15, 18], [-712.5915, -2.389, 18, 26],
[565, 1.025, 26, 55], [347.526, 0.07905, 55, 86.5], [335, -0.513097, 86.5, 90]]
hSFG = [[25, 0, 0, 15], [25, 1, 15, 18], [20, 0, 18, 26],
[8, 0, 26, 90]]
#==============================================================================
dSEA = [[-3502.437, -10.74367, 0, 26.5], [825.224, 1.9153, 26.5, 47], [414.291, 0.427476, 47, 59.6],
[377.4922, 0.2382, 59.6, 66.5], [336.559, -0.037016, 66.5, 88.5], [331, -0.6671, 88.5, 90]]
hSEA = [[8,0,0,90]]
#==============================================================================
dSTL = [[-436.689, -1.3173, 0, 3.3], [346.303, 'cos', 3.3, 25.6], [857.076, 1.995805, 25.6, 39.9],
[569.534, 1.04571, 39.9, 50], [434.192, 0.514, 50, 64], [346.76, 'sin', 64, 88.4], [330, -1.73033, 88.4, 90]]
hSTL = [[8,0,0,90]]
#==============================================================================
dTEXold = [[-432.031, -1.3252, 0, 4], [343.5, 'cos', 4, 24], [543.706, 1.1376, 24, 26.1], [336.22, 'cos', 26.1, 34.3], [565.81, 1, 34.3, 53.1], [416.6997, 0.38598, 53.1, 64.3], [349.203, 'sin', 64.3, 84.2], [331, -0.51319, 84.2, 90]]
#==============================================================================
dTB = [[-357.101, -1.109, 0, 1.7], [331, 'cos', 1.7, 33.7], [1678.156, 4.403, 33.7, 36.2], [596.756, 1.09406, 36.2, 55],
[275.103, -0.2654, 55, 56.4], [477.013, 0.6444, 56.4, 58], [342.43, 0.011121, 58, 86], [315, -1.13533, 86, 90]]
hTB = [[9,0,0,1.7],[11.5,0,1.7,33.7],[9,0,33.7,58],[11.5,0,58,86],[5,0,86,90]]
#==============================================================================
dTOR = ([-1725.1974, -5.2597, 0, 20], [2160.354, 5.7667, 20, 32.5], [400, 'con', 32.5, 57.5],
[374.6429, 0.17341, 57.5, 70], [328, -0.19012, 70, 90])
hTOR = [[10,0,0,90]]
#==============================================================================
dWSN = [[-1192.9, -3.56091, 0, 13.1], [1018.837, 2.609847, 13.1, 46.5], [372.8599, 0.286983, 46.5, 57.9],
[1089.6378, 3.903208, 57.9, 59], [383.87617, 0.297133, 59, 74.1], [163.401, -1.88975, 74.1, 74.2],
[377.1893, 0.261412, 74.2, 76.5], [336, -0.221987, 76.5, 90]]
hWSN = [[16, 0, 0, 2],[9, 0, 2, 13.1], [14, 0, 13.1, 40.0], [9, 0, 40, 46.8], [10, 0, 46.8,59],
[9, 0, 59, 90]]
teams = {
#key Stadium name dis functs hei functs dform graph colors
'ARZ':('Chase Field', dARZ, hARZ, 0, 'lightgray', 'red'),
'BAL':('Camden Yards', dBAL, hBAL, 0, 'lightgray', 'lightgray'),
'BOS':('Fenway Park', dBOS, hBOS, 0, 'green', 'green'),
'CHC':('Wrigley Field', dCHC, hCHC, 1, 'lightgray', 'lightgray'),
'CWS':('US Cellular Field', dCWS, hCWS, 0, 'lightgray', 'lightgray'), # 5
'CIN':('Great American Ballpark', dCIN, hCIN, 1, 'lightgray', 'lightgray'),
'CLE':('Progressive Field', dCLE, hCLE, 0, 'lightgray', 'lightgray'),
'COL':('Coors Field', dCOL, hCOL, 0, 'purple', 'lightgray'),
'DET':('Comerica Park', dDET, hDET, 2, 'blue', 'lightgray'),
'HOU':('Minute Maid Park', dHOU, hHOU, 1, 'lightgray', 'lightgray'), # 10
'KC' :('Kauffman Stadium', dKC, hKC, 1, 'lightgray', 'lightgray'),
'LAA':('Angel Stadium', dLAA, hLAA, 0, 'lightgray', 'lightgray'),
'LAD':('Dodger Stadium', dLAD, hLAD, 0, 'lightgray', 'blue'),
'MIA':('Marlins Park', dMIA, hMIA, 0, 'lightgray', 'lightgray'),
'MIL':('Miller Park', dMIL, hMIL, 0, 'lightgray', 'lightgray'), #15
'MIN':('Target Field', dMIN, hMIN, 0, 'lightgray', 'lightgray'),
'NYM':('Citi Field', dNYM, hNYM, 0, 'lightgray', 'lightgray'),
'NYY':('Yankee Stadium', dNYY, hNYY, 2, 'black', 'lightgray'),
'OAK':('RingCentral Coliseum', dOAK, hOAK, 0, 'lightgray', 'lightgray'),
'PHI':('Citizens Bank Park', dPHI, hPHI, 2, 'lightgray', 'black'), #20
'PIT':('PNC Park', dPIT, hPIT, 0, 'lightgray', 'lightgray'),
'SDP':('Petco Park', dSDP, hSDP, 2, 'lightgray', 'lightgray'),
'SFG':('Oracle Park', dSFG, hSFG, 0, 'orange', 'orange'),
'SEA':('Safeco Field', dSEA, hSEA, 0, 'lightgray', 'lightgray'),
'STL':('Busch Stadium', dSTL, hSTL, 2, 'lightgray', 'lightgray'), #25
'TB' :('Tropicana Field', dTB, hTB, 2, 'lightgray', 'lightgray'),
'TOR':('Rogers Centre', dTOR, hTOR, 2, 'lightgray', 'lightgray'),
'WSN':('Nationals Park', dWSN, hWSN, 0, 'red', 'lightgray')
}
code = []
name = []
dis = []
hei = []
dform = []
c1 = []
c2 = []
for i in teams:
print(teams[i][0])
code.append(i)
name.append(teams[i][0])
dis.append(teams[i][1])
hei.append(teams[i][2])
dform.append(teams[i][3])
c1.append(teams[i][4])
c2.append(teams[i][5])
data = {'team':code, 'stadium':name, 'distance':dis, 'height':hei, 'dform':dform, 'dcolor':c1, 'hcolor':c2}
print(len(data))
stad_df = pd.DataFrame(data)
print(stad_df)