()
| 7 | |
| 8 | |
| 9 | def read_dataset(): |
| 10 | occ = pd.read_csv('datasets/occupancy.csv', index_col=0, header=0) |
| 11 | inf = pd.read_csv('datasets/information.csv', index_col=None, header=0) |
| 12 | prc = pd.read_csv('datasets/price.csv', index_col=0, header=0) |
| 13 | adj = pd.read_csv('datasets/adj.csv', index_col=0, header=0) # check |
| 14 | dis = pd.read_csv('datasets/distance.csv', index_col=0, header=0) |
| 15 | time = pd.read_csv('datasets/time.csv', index_col=None, header=0) |
| 16 | |
| 17 | col = occ.columns |
| 18 | cap = np.array(inf['count'], dtype=float).reshape(1, -1) # parking_capability |
| 19 | occ = np.array(occ, dtype=float) / cap |
| 20 | prc = np.array(prc, dtype=float) |
| 21 | adj = np.array(adj, dtype=float) |
| 22 | dis = np.array(dis, dtype=float) |
| 23 | time = pd.to_datetime(time, dayfirst=True) |
| 24 | return occ, prc, adj, col, dis, cap, time, inf |
| 25 | |
| 26 | |
| 27 | # ---------data transform----------- |
nothing calls this directly
no outgoing calls
no test coverage detected