test.lua

-- MicroQiskit.lua

-- This code is part of Qiskit.
--
-- Copyright IBM 2020

math.randomseed(os.time())

function QuantumCircuit ()

  local qc = {}

  local function set_registers (n,m)
    qc.num_qubits = n
    qc.num_clbits = m or 0
  end
  qc.set_registers = set_registers

  qc.data = {}

  function qc.initialize (ket)
    ket_copy = {}
    for j, amp in pairs(ket) do
      if type(amp)=="number" then
        ket_copy[j] = {amp, 0}
      else
        ket_copy[j] = {amp[0], amp[1]}
      end
    end
    qc.data = {{'init',ket_copy}}
  end

  function qc.add_circuit (qc2)
    qc.num_qubits = math.max(qc.num_qubits,qc2.num_qubits)
    qc.num_clbits = math.max(qc.num_clbits,qc2.num_clbits)
    for g, gate in pairs(qc2.data) do
      qc.data[#qc.data+1] = ( gate )    
    end
  end
      
  function qc.x (q)
    qc.data[#qc.data+1] = ( {'x',q} )
  end

  function qc.rx (theta,q)
    qc.data[#qc.data+1] = ( {'rx',theta,q} )
  end

  function qc.h (q)
    qc.data[#qc.data+1] = ( {'h',q} )
  end

  function qc.cx (s,t)
    qc.data[#qc.data+1] = ( {'cx',s,t} )
  end

  function qc.measure (q,b)
    qc.data[#qc.data+1] = ( {'m',q,b} )
  end

  function qc.rz (theta,q)
    qc.h(q)
    qc.rx(theta,q)
    qc.h(q)
  end

  function qc.ry (theta,q)
    qc.rx(math.pi/2,q)
    qc.rz(theta,q)
    qc.rx(-math.pi/2,q)
  end

  function qc.z (q)
    qc.rz(math.pi,q)
  end

  function qc.y (q)
    qc.z(q)
    qc.x(q)
  end

  return qc

end

function simulate (qc, get, shots)

  if not shots then
    shots = 1024
  end

  function as_bits (num,bits)
    -- returns num converted to a bitstring of length bits
    -- adapted from https://stackoverflow.com/a/9080080/1225661
    local bitstring = {}
    for index = bits, 1, -1 do
        b = num - math.floor(num/2)*2
        num = math.floor((num - b) / 2)
        bitstring[index] = b
    end
    return bitstring
  end

  function get_out (j)
    raw_out = as_bits(j-1,qc.num_qubits)
    out = ""
    for b=0,qc.num_clbits-1 do
      if outputnum_clbitsap[b] then
        out = raw_out[qc.num_qubits-outputnum_clbitsap[b]]..out
      end
    end
    return out
  end


  ket = {}
  for j=1,2^qc.num_qubits do
    ket[j] = {0,0}
  end
  ket[1] = {1,0}

  outputnum_clbitsap = {}

  for g, gate in pairs(qc.data) do

    if gate[1]=='init' then

      for j, amp in pairs(gate[2]) do
          ket[j] = {amp[1], amp[2]}
      end

    elseif gate[1]=='m' then

      outputnum_clbitsap[gate[3]] = gate[2]

    elseif gate[1]=="x" or gate[1]=="rx" or gate[1]=="h" then

      j = gate[#gate]

      for i0=0,2^j-1 do
        for i1=0,2^(qc.num_qubits-j-1)-1 do
          b1=i0+2^(j+1)*i1 + 1
          b2=b1+2^j

          e = {{ket[b1][1],ket[b1][2]},{ket[b2][1],ket[b2][2]}}

          if gate[1]=="x" then
            ket[b1] = e[2]
            ket[b2] = e[1]
          elseif gate[1]=="rx" then
            theta = gate[2]
            ket[b1][1] = e[1][1]*math.cos(theta/2)+e[2][2]*math.sin(theta/2)
            ket[b1][2] = e[1][2]*math.cos(theta/2)-e[2][1]*math.sin(theta/2)
            ket[b2][1] = e[2][1]*math.cos(theta/2)+e[1][2]*math.sin(theta/2)
            ket[b2][2] = e[2][2]*math.cos(theta/2)-e[1][1]*math.sin(theta/2)
          elseif gate[1]=="h" then
            for k=1,2 do
              ket[b1][k] = (e[1][k] + e[2][k])/math.sqrt(2)
              ket[b2][k] = (e[1][k] - e[2][k])/math.sqrt(2)
            end
          end

        end
      end

    elseif gate[1]=="cx" then

      s = gate[2]
      t = gate[3]

      if s>t then
        h = s
        l = t
      else
        h = t
        l = s
      end

      for i0=0,2^l-1 do
        for i1=0,2^(h-l-1)-1 do
          for i2=0,2^(qc.num_qubits-h-1)-1 do
            b1 = i0 + 2^(l+1)*i1 + 2^(h+1)*i2 + 2^s + 1
            b2 = b1 + 2^t
            e = {{ket[b1][1],ket[b1][2]},{ket[b2][1],ket[b2][2]}}
            ket[b1] = e[2]
            ket[b2] = e[1]
          end
        end
      end

    end

  end

  if get=="statevector" then
    return ket
  else

    probs = {}
    for j,amp in pairs(ket) do
      probs[j] = amp[1]^2 + amp[2]^2
    end

    if get=="expected_counts" then

      c = {}
      for j,p in pairs(probs) do
        out = get_out(j)
        if c[out] then
          c[out] = c[out] + probs[j]*shots
        else
          if out then -- in case of pico8 weirdness
            c[out] = probs[j]*shots
          end
        end
      end
      return c

    else

      m = {}
      for s=1,shots do
        cumu = 0
        un = true
        r = math.random()
        for j,p in pairs(probs) do
          cumu = cumu + p
          if r<cumu and un then
            m[s] = get_out(j)
            un = false
          end
        end
      end

      if get=="memory" then
        return m

      elseif get=="counts" then
        c = {}
        for s=1,shots do
          if c[m[s]] then
            c[m[s]] = c[m[s]] + 1
          else
            if m[s] then -- in case of pico8 weirdness
              c[m[s]] = 1
            else
              if c["error"] then
                c["error"] = c["error"]+1
              else
                c["error"] = 1
              end
            end
          end
        end
        return c

      end

    end

  end

end
probs = {0.1, 0.5, 0.3, 0.1, 0, 0, 0, 0}
gates={
		{1,1,1,1,1,1,1,1},
		{1,1,1,1,1,1,1,1},
		{1,1,1,5,1,1,1,1}
	}

function simCir()
    qc = QuantumCircuit()
    qc.set_registers(3,3)
    for i = 1,8 do
      for j = 1,3 do
       if (gates[j][i] == 2) then 
          qc.x(j-1)
        
        elseif (gates[j][i] == 3) then 
          qc.y(j-1)
        
        elseif (gates[j][i] == 4) then
          qc.z(j-1)
       
        elseif (gates[j][i] == 5) then 
          qc.h(j-1)
        
        end 
      end          
    end
    qc.measure(0,0)
    qc.measure(1,1)
    qc.measure(2,2)
    
    result = simulate(qc,'expected_counts',1)
    --print(result['000'])
    for key, value in pairs(result) do
      print(key,value)
      idx = tonumber(key,2)
      probs[idx]=value
    end  
end



function meas_prob()
    idx = -1
    math.randomseed(os.time())
    r=math.random()
    --r =0.2
    --print(r)
    num =0
    for i = 1,8 do
        
        if (r > probs[i]) then
            num=r-probs[i]
            r=num
        
        elseif (r<=probs[i]) then 
            idx = i
            break
        end
    end
    for i = 1,8 do
        if i==idx then
            probs[i]=1.0
        else
            probs[i]=0.0
        end
    end
end

simCir()
for key,value in pairs(probs) do
    print(value)
end
meas_prob()
for key,value in pairs(probs) do
    print(value)
end