Integrator Sampler

Implement the Integrator Sampler class, which performs different sampling for the Integrator node:

• Rectangular.
• Trapezoidal.
• Gauss-Legendre.

Note that Gauss-Legendre is used both for 1d and 2d cases, while Rectangular and Trapezoidal are used only in 1d mode