openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
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import os
from cffi import FFI
mpc_dir = os.path.dirname(os.path.abspath(__file__))
libmpc_fn = os.path.join(mpc_dir, "libmpc.so")
ffi = FFI()
ffi.cdef("""
typedef struct {
double x, y, psi, delta, t;
} state_t;
typedef struct {
double x[21];
double y[21];
double psi[21];
double delta[21];
double rate[20];
double cost;
} log_t;
void init(double pathCost, double laneCost, double headingCost, double steerRateCost);
void init_weights(double pathCost, double laneCost, double headingCost, double steerRateCost);
int run_mpc(state_t * x0, log_t * solution,
double l_poly[4], double r_poly[4], double d_poly[4],
double l_prob, double r_prob, double curvature_factor, double v_ref, double lane_width);
""")
libmpc = ffi.dlopen(libmpc_fn)