"""Reference path specifications (NEW CODE). Reference arrays are N x 4: x, y, yaw, v_ref -- the released waypoint format read by ControlNode.__init__ with np.loadtxt(delimiter=','). """ import hashlib import os import numpy as np from .released import WAYPOINT_DIR, sha256_file def wrap(a): return np.arctan2(np.sin(a), np.cos(a)) class Reference: def __init__(self, spec, array, ref_path_parameter, override_array, source_files): self.spec = spec self.array = np.asarray(array, dtype=float) self.ref_path_parameter = ref_path_parameter self.override_array = override_array self.source_files = source_files # {path: sha256} seg = np.linalg.norm(np.diff(self.array[:, :2], axis=0), axis=1) self.arc = np.concatenate(([0.0], np.cumsum(seg))) self.length = float(self.arc[-1]) self.sha256 = hashlib.sha256(np.ascontiguousarray(self.array).tobytes()).hexdigest() def _load_released(name): path = os.path.join(WAYPOINT_DIR, name + '.csv') with open(path) as f: arr = np.loadtxt(f, delimiter=',') # identical call to path_follower.py:103-104 return path, arr def build_reference(spec): kind = spec['type'] if kind == 'released_csv': path, arr = _load_released(spec['name']) return Reference(spec, arr, spec['name'], None, {path: sha256_file(path)}) if kind == 'csv_transformed': path, arr = _load_released(spec['name']) rot = float(spec.get('rotate', 0.0)) c, s = np.cos(rot), np.sin(rot) out = arr.copy() out[:, 0] = c * arr[:, 0] - s * arr[:, 1] + float(spec.get('dx', 0.0)) out[:, 1] = s * arr[:, 0] + c * arr[:, 1] + float(spec.get('dy', 0.0)) if rot != 0.0: out[:, 2] = wrap(arr[:, 2] + rot) return Reference(spec, out, spec['name'], out, {path: sha256_file(path)}) if kind == 'straight': x0, y0 = float(spec.get('x0', 0.0)), float(spec.get('y0', 0.0)) h = float(spec.get('heading', 0.0)) spacing = float(spec.get('spacing', 0.1)) s0, s1 = float(spec.get('s_start', -10.0)), float(spec.get('s_end', 60.0)) n = int(round((s1 - s0) / spacing)) + 1 s = s0 + spacing * np.arange(n) arr = np.column_stack((x0 + s * np.cos(h), y0 + s * np.sin(h), np.full(n, float(wrap(h))), np.full(n, float(spec.get('v_ref', 1.0))))) # ref_path parameter only makes the released __init__ open an existing file; # node.ref_traj is then replaced by this array. return Reference(spec, arr, 'straight_line', arr, {}) if kind == 'array': arr = np.asarray(spec['points'], dtype=float) if arr.ndim != 2 or arr.shape[1] != 4: raise ValueError('array reference must be N x 4') return Reference(spec, arr, 'straight_line', arr, {}) raise ValueError(f'unknown reference type {kind}')