Wednesday, May 20, 2020

-Dreams of a 1000 harvests-

How one cleans up a virus with hundreds of thousands stuck in slum trenches of biohazardous waters is beyond the beneath with our feet above our hands in the bedrock :(






Thoughts of an Indo-Sino Nuclear War scientist. 
"Why was titanium so expensive?"

Soldiers enhanced with optogenomics and hydra memory transfer (cir. 1966) technologies were to be sacrifice in thermonuclear trench battles on the ground.

Cyclopian babies tucked into the boneshards as sensor networks for parallax imaging in case of neutron damage to the soldiers optical cortexes as much of the memory ingrams would have to be grafted back through the drug networks as updates to those frying looking behind their minds eyes in a trench.

Partially melted soldiers would harvest brain matter on the field with trench analysts directly hardlined out to them for inverse parallax imaging from the cadavers to the partially moving, comfort women were scientists pulling the cadavers for reprocessing to labratories.  
 

 Oct 19th, 1962 - Nov 21st, 1962

To our fallen chimeras.

See:
A. L. Jacobson, C. Fried, and S. D. Horowitz, 1966. Planarians and memory. I. Transfer of learning by injection of ribonucleic acid, Nature, Vol. 209, pp. 599-601.

Wednesday, March 18, 2020

1*-1=√-i²

Economy's bust if you can't scrape extinction from nuclear space dust.






Saturday, December 26, 2015

0x021: Improved Interplanetary Transport

*Updates*
Had to update this thing considering Aesthenosphere to Van Allen belt up.




Above is a space fountain system with a cyclotron as similar to the LHC at the base probably working off molten salt reactors and heat deep in the earth. 



Carbon nanotube doped aerogels for drill strings and superconducting cables withstanding more heat than molten iron with kinetic potential remaining for heavy lifting.
A. An artificial muscle strip with no voltage applied. B. The above artificial muscle strip with 5 kV applied. C. An artificial muscle strip actuated at 1500 K using 5 kV applied voltage.


Stability can be provided by balloons floating along the particle stream instead of a vacuum on the Canadian shield, no place safer.

We haven't got the infrastructure in place to pump the gas all the way through with gravity assist.



Collating hydrogen gas from solar spall with gravity assisted kinemetry of the optical radiation beams. If this gas transport should direct or hold as an array around an asteroid, Moon or Mars with zeolite centriuges for regolith reclamation we should find teraformation easier.





Grind exospheric materials for resources.
 
CISLUNAR TETHER TRANSPORT SYSTEM
Read More:
http://www.niac.usra.edu/files/studies/final_report/7Hoyt.pdf
Synopsis:
 Orbital Tether spun by electrodynamic means which can be more efficient and have greater velocity if combined with the second tech.



STEADY-STATE PERMANENT MAGNET MAGNETOPLASMADYNAMIC THRUSTER
Read More: 
-http://arc.aiaa.org/doi/abs/10.2514/3.23153
Synopsis:
 This thruster if attached to both the orbiting tether satellite as well as on the end of the tether hook angular displacement can be acute reducing travel distance while maintaining orbital trajectory.





If you discover anything more please contact me.

See Also:

Mars-Earth Rapid Interplanetary Tether Transport (MERITT) system. I - Initial feasibility analysis
Read More: 

- http://arc.aiaa.org/doi/abs/10.2514/6.1999-2151

Saturday, March 9, 2013

n-math.py: Man vs. Machine - Updated 2025! - Auto-Sharpness Fix! Server & Risc-V/Asm Clients :o


I was posed the question
With the preposition of y > z < x > 1
 Solve for x where zx + x = y

Naturally, as maths would in simple terms dictate the answer:
x = y/z+1

Computers on the other hand would go through the convoluted length of controlling hyperbolic paraboloids as:
   [memory] int / ( [+increment] [(pointer to mem)] )   
x = [1 / z] * y / (1 + [(1/z)])

I only question it?


I welcome feedback, conjecture and teachings; Please see the client's below the server program in both assembly and risc-v.

Here's a possible solution space which allows for nearest-neighbour deviation handling of data corroboration.

##n-math.py Server#

import socket
import struct
import numpy as np
import threading

def hyperbolic_parabolic_interpolation_nd_revised(all_fy_data, all_fx_data, x_interp):
    """
    Performs hyperbolic-parabolic interpolation on n-dimensional data, with
    sharpness dynamically adjusted by the standard deviation of nearest neighbors.

    Args:
        all_fy_data (list of numpy.ndarray): A list of y-data arrays.
        all_fx_data (list of numpy.ndarray): A list of corresponding x-data arrays.
        x_interp (numpy.ndarray): Array of x-values for interpolation.

    Returns:
        numpy.ndarray: Concatenated array of interpolated y-values.
    """
    all_interp_y = []
    num_dimensions = len(all_fy_data)

    if len(all_fx_data) != num_dimensions:
        raise ValueError("The number of x-data arrays must match the number of y-data arrays.")

    for fx, fy in zip(all_fx_data, all_fy_data):
        try:
            if len(fx) != len(fy) or len(fx) < 3:
                raise ValueError("X and Y data must have equal length and at least three points for this interpolation.")

            interp_y = []
            for x in x_interp:
                # Find the three closest data points
                distances = np.abs(fx - x)
                closest_indices = np.argsort(distances)[:3]
                x_closest = fx[closest_indices]
                y_closest = fy[closest_indices]
                sorted_indices = np.argsort(x_closest)
                x1, x2, x3 = x_closest[sorted_indices]
                y1, y2, y3 = y_closest[sorted_indices]

                # Dynamically adjust sharpness based on the standard deviation of nearest neighbors
                # We normalize the std dev to be a small positive number to avoid extreme sharpness values
                if len(y_closest) < 2:
                    std_dev = 0
                else:
                    std_dev = np.std(y_closest)
                
                # A higher standard deviation suggests more noise/scatter, so we want to smooth the interpolation
                # by reducing the sharpness. We use a reciprocal or inverse relationship.
                # Adding a small epsilon to the denominator prevents division by zero.
                dynamic_sharpness = 1.0 / (1.0 + std_dev + 1e-9)

                # Parabolic interpolation
                if np.isclose(x1, x2):
                    a_p = 0
                    b_p = (y3 - y1) / (x3 - x1) if not np.isclose(x3, x1) else 0
                    c_p = y1 - b_p * x1
                else:
                    a_p = ((y3 - y1) / (x3 - x1) - (y2 - y1) / (x2 - x1)) / (x3 - x2) if not np.isclose(x3, x2) else 0
                    b_p = (y2 - y1) / (x2 - x1) - a_p * (x1 + x2) if not np.isclose(x2, x1) else 0
                    c_p = y1 - b_p * x1 - a_p * x1**2
                y_parabolic = a_p * x**2 + b_p * x + c_p

                # Hyperbolic interpolation (using a simple form)
                if np.isclose(x2 - x1, 0) or np.isclose(x3 - x2, 0):
                    y_hyperbolic = y2
                else:
                    k1 = (y2 - y1) / (x2 - x1)
                    k2 = (y3 - y2) / (x3 - x2)
                    if np.isclose(k1, k2):
                        y_hyperbolic = y1 + k1 * (x - x1)
                    else:
                        A = (k2 - k1) / (x3 - x1)
                        y_hyperbolic = y1 + k1 * (x - x1) + A * (x - x1) * (x - x2)

                # Blend the two interpolations using the dynamic sharpness
                # The blend factor logic remains, but now `sharpness` is `dynamic_sharpness`
                blend_factor = 1 / (1 + np.exp(-dynamic_sharpness * (np.abs(x - x2) - 0.5 * (x3 - x1))))
                interp_y_val = (1 - blend_factor) * y_parabolic + blend_factor * y_hyperbolic
                interp_y.append(interp_y_val)

            all_interp_y.extend(interp_y)

        except ValueError as e:
            raise ValueError(str(e))
        except Exception as e:
            raise Exception(f"An unexpected error occurred during interpolation for one dimension: {e}")

    return np.array(all_interp_y)

def handle_client(client_socket, addr):
    """
    Handles communication with a single client, receiving n-dimensional float data
    and sending back hyperbolic-parabolic interpolated results.
    Expects a leading byte (always 2 for this refactored version),
    followed by the number of data dimensions, then for each dimension:
    the number of floats in the x array, the x array, the number of floats in the y array, the y array.
    Finally, it expects the number of interpolation x values and the interpolation x values.
    """
    print(f"Handling client: {addr}")
    try:
        # Receive operation code (expecting 2 for hyperbolic-parabolic)
        operation_code_bytes = client_socket.recv(1)
        if not operation_code_bytes:
            print(f"Client {addr} disconnected unexpectedly (no operation code).")
            return
        operation_code = struct.unpack('!B', operation_code_bytes)[0]
        if operation_code != 2:
            error_message = f"Invalid operation code for hyperbolic-parabolic interpolation: {operation_code}".encode('utf-8')
            client_socket.sendall(struct.pack('!I', len(error_message)))
            client_socket.sendall(error_message)
            print(f"Client {addr} sent an invalid operation code: {operation_code}")
            return

        # Receive the number of data dimensions
        num_dimensions_bytes = client_socket.recv(4)
        if not num_dimensions_bytes:
            print(f"Client {addr} disconnected unexpectedly (no number of dimensions).")
            return
        num_dimensions = struct.unpack('!I', num_dimensions_bytes)[0]

        all_fx_data = []
        all_fy_data = []

        for dim in range(num_dimensions):
            # Receive the number of floats in the x array for this dimension
            num_fx_bytes = client_socket.recv(4)
            if not num_fx_bytes:
                print(f"Client {addr} disconnected unexpectedly (no length for x data in dimension {dim+1}).")
                return
            num_fx = struct.unpack('!I', num_fx_bytes)[0]

            # Receive the x float data for this dimension
            fx_bytes = b''
            expected_fx_bytes = num_fx * 4
            while len(fx_bytes) < expected_fx_bytes:
                chunk = client_socket.recv(4096)
                if not chunk:
                    print(f"Client {addr} disconnected unexpectedly (incomplete x data in dimension {dim+1}).")
                    return
                fx_bytes += chunk
            fx_data = np.array(struct.unpack(f'!{num_fx}f', fx_bytes))
            all_fx_data.append(fx_data)

            # Receive the number of floats in the y array for this dimension
            num_fy_bytes = client_socket.recv(4)
            if not num_fy_bytes:
                print(f"Client {addr} disconnected unexpectedly (no length for y data in dimension {dim+1}).")
                return
            num_fy = struct.unpack('!I', num_fy_bytes)[0]

            # Receive the y float data for this dimension
            fy_bytes = b''
            expected_fy_bytes = num_fy * 4
            while len(fy_bytes) < expected_fy_bytes:
                chunk = client_socket.recv(4096)
                if not chunk:
                    print(f"Client {addr} disconnected unexpectedly (incomplete y data in dimension {dim+1}).")
                    return
                fy_bytes += chunk
            fy_data = np.array(struct.unpack(f'!{num_fy}f', fy_bytes))
            all_fy_data.append(fy_data)

        # Receive the number of interpolation x values
        interp_x_count_bytes = client_socket.recv(4)
        if not interp_x_count_bytes:
            print(f"Client {addr} disconnected unexpectedly (no length for interpolation x).")
            return
        interp_x_count = struct.unpack('!I', interp_x_count_bytes)[0]

        # Receive the interpolation x values
        interp_x_bytes = b''
        expected_interp_x_bytes = interp_x_count * 4
        while len(interp_x_bytes) < expected_interp_x_bytes:
            chunk = client_socket.recv(4096)
            if not chunk:
                print(f"Client {addr} disconnected unexpectedly (incomplete interpolation x).")
                return
            interp_x_bytes += chunk
        interp_x_data = np.array(struct.unpack(f'!{interp_x_count}f', interp_x_bytes))

        # Perform hyperbolic-parabolic interpolation with the revised function
        # Note: The sharpness parameter is no longer needed here.
        result = hyperbolic_parabolic_interpolation_nd_revised(all_fy_data, all_fx_data, interp_x_data)

        # Send the float result back to the client
        result_bytes = struct.pack(f'!{len(result)}f', *result)
        result_length = len(result_bytes)
        client_socket.sendall(struct.pack('!I', result_length))
        client_socket.sendall(result_bytes)

    except ValueError as e:
        print(f"ValueError on server from {addr}: {e}")
        error_message = str(e).encode('utf-8')
        client_socket.sendall(struct.pack('!I', len(error_message)))
        client_socket.sendall(error_message)
    except ConnectionResetError:
        print(f"Client {addr} forcibly closed the connection.")
    except Exception as e:
        print(f"An unexpected error occurred in handle_client for {addr}: {e}")
    finally:
        client_socket.close()
        print(f"Connection with client {addr} closed.")

def start_server(host, port):
    """
    Starts a server to listen for incoming n-dimensional float data streams for
    hyperbolic-parabolic interpolation.
    Handles each client connection in a separate thread.
    """
    server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
    server_socket.bind((host, port))
    server_socket.listen(5)
    print(f"Server listening on {host}:{port}")

    try:
        while True:
            client_socket, addr = server_socket.accept()
            print(f"Accepted connection from {addr}")
            client_thread = threading.Thread(target=handle_client, args=(client_socket, addr))
            client_thread.start()
    except KeyboardInterrupt:
        print("\nServer shutting down...")
    finally:
        server_socket.close()
        print("Server socket closed.")

if __name__ == "__main__":
    SERVER_HOST = '127.0.0.1'
    SERVER_PORT = 12345
    start_server(SERVER_HOST, SERVER_PORT)




##Assembly client#

section .data
    msg_handling db "Handling client: ", 0
    msg_disconnected_op_code db "Client %d.%d.%d.%d disconnected unexpectedly (no operation code).", 0
    msg_invalid_op_code db "Invalid operation code for hyperbolic-parabolic interpolation: %u", 0
    msg_disconnected_num_dim db "Client %d.%d.%d.%d disconnected unexpectedly (no number of dimensions).", 0
    msg_disconnected_x_len db "Client %d.%d.%d.%d disconnected unexpectedly (no length for x data in dimension %u).", 0
    msg_disconnected_incomplete_x db "Client %d.%d.%d.%d disconnected unexpectedly (incomplete x data in dimension %u).", 0
    msg_disconnected_y_len db "Client %d.%d.%d.%d disconnected unexpectedly (no length for y data in dimension %u).", 0
    msg_disconnected_incomplete_y db "Client %d.%d.%d.%d disconnected unexpectedly (incomplete y data in dimension %u).", 0
    msg_disconnected_interp_x_len db "Client %d.%d.%d.%d disconnected unexpectedly (no length for interpolation x).", 0
    msg_disconnected_incomplete_interp_x db "Client %d.%d.%d.%d disconnected unexpectedly (incomplete interpolation x).", 0
    msg_value_error db "ValueError on server from %d.%d.%d.%d: %s", 0
    msg_connection_reset db "Client %d.%d.%d.%d forcibly closed the connection.", 0
    msg_unexpected_error db "An unexpected error occurred in handle_client for %d.%d.%d.%d: %s", 0
    msg_connection_closed db "Connection with client %d.%d.%d.%d closed.", 0
    op_code_expected dw 2 ; Expecting operation code 2
    float_size dw 4
    chunk_size dw 4096
    struct_unpack_fmt_b db "!B", 0
    struct_unpack_fmt_i db "!I", 0
    struct_unpack_fmt_f db "!%uf", 0 ; Placeholder for number of floats
    struct_pack_fmt_i db "!I", 0
    struct_pack_fmt_f db "!%uf", 0 ; Placeholder for number of floats

section .bss
    client_address resd 4 ; To store client IP address
    num_dimensions_received resd 1
    num_fx_received resd 1
    num_fy_received resd 1
    num_interp_x_received resd 1
    fx_data_buffer resb 16384 ; Adjust size as needed
    fy_data_buffer resb 16384 ; Adjust size as needed
    interp_x_data_buffer resb 16384 ; Adjust size as needed
    error_message_buffer resb 256 ; For storing error messages
    result_length_send resd 1
    result_buffer resb 16384 ; Adjust size as needed

extern printf
extern recv
extern send
extern close
extern struct_unpack
extern struct_pack
extern strlen
extern strcpy
extern hyperbolic_parabolic_interpolation_nd

section .text
    global handle_client

handle_client:
    push ebp
    mov ebp, esp
    push ebx
    push esi
    push edi
    push ebp ; For backtrace

    mov esi, [ebp+8] ; client_socket
    mov edi, [ebp+12] ; addr (pointer to sockaddr_in)

    ; Extract client IP address for logging
    mov eax, [edi+4] ; sin_addr
    mov [client_address], eax

    ; Print "Handling client: "
    push msg_handling
    call printf
    add esp, 4

    ; Print client address
    push dword [client_address+0]
    push dword [client_address+1]
    push dword [client_address+2]
    push dword [client_address+3]
    push format_ip
    call printf
    add esp, 16

    ; Receive operation code (1 byte)
    push 1
    push esi
    push operation_code_buffer
    call recv
    add esp, 12
    cmp eax, 1
    jl .client_disconnected_op_code

    push operation_code_buffer
    push struct_unpack_fmt_b
    push operation_code_received
    call struct_unpack
    add esp, 12

    cmp byte [operation_code_received], word [op_code_expected]
    jne .invalid_op_code

    ; Receive the number of data dimensions (4 bytes)
    push 4
    push esi
    push num_dimensions_buffer
    call recv
    add esp, 12
    cmp eax, 4
    jl .client_disconnected_num_dim

    push num_dimensions_buffer
    push struct_unpack_fmt_i
    push dword [num_dimensions_received]
    call struct_unpack
    add esp, 12

    mov ecx, [num_dimensions_received] ; Loop through dimensions
    mov ebx, 0 ; Dimension counter

.dimension_loop:
    cmp ebx, ecx
    jge .receive_interp_x_count

    inc ebx

    ; Receive the number of floats in the x array for this dimension (4 bytes)
    push 4
    push esi
    push num_fx_buffer
    call recv
    add esp, 12
    cmp eax, 4
    jl .client_disconnected_x_len

    push num_fx_buffer
    push struct_unpack_fmt_i
    push dword [num_fx_received]
    call struct_unpack
    add esp, 12

    mov esi, [ebp+8] ; Reset socket for recv
    mov eax, [num_fx_received]
    mov edx, word [float_size]
    mul edx ; Expected number of bytes for x data
    mov [expected_bytes], eax
    mov edi, fx_data_buffer
    call receive_all

    cmp eax, [expected_bytes]
    jnz .client_disconnected_incomplete_x

    ; Receive the number of floats in the y array for this dimension (4 bytes)
    push 4
    push esi
    push num_fy_buffer
    call recv
    add esp, 12
    cmp eax, 4
    jl .client_disconnected_y_len

    push num_fy_buffer
    push struct_unpack_fmt_i
    push dword [num_fy_received]
    call struct_unpack
    add esp, 12

    mov esi, [ebp+8] ; Reset socket for recv
    mov eax, [num_fy_received]
    mov edx, word [float_size]
    mul edx ; Expected number of bytes for y data
    mov [expected_bytes], eax
    mov edi, fy_data_buffer
    call receive_all

    cmp eax, [expected_bytes]
    jnz .client_disconnected_incomplete_y

    ; TODO: Store fx_data_buffer and fy_data_buffer pointers for interpolation

    jmp .dimension_loop

.receive_interp_x_count:
    ; Receive the number of interpolation x values (4 bytes)
    push 4
    push esi
    push num_interp_x_buffer
    call recv
    add esp, 12
    cmp eax, 4
    jl .client_disconnected_interp_x_len

    push num_interp_x_buffer
    push struct_unpack_fmt_i
    push dword [num_interp_x_received]
    call struct_unpack
    add esp, 12

    mov esi, [ebp+8] ; Reset socket for recv
    mov eax, [num_interp_x_received]
    mov edx, word [float_size]
    mul edx ; Expected number of bytes for interpolation x data
    mov [expected_bytes], eax
    mov edi, interp_x_data_buffer
    call receive_all

    cmp eax, [expected_bytes]
    jnz .client_disconnected_incomplete_interp_x

    ; TODO: Call the hyperbolic_parabolic_interpolation_nd function
    ; Need to set up arguments according to the C calling convention
    ; This will involve pushing pointers to the received data, the number of dimensions, etc.

    push dword [num_interp_x_received] ; Length of x_interp
    push interp_x_data_buffer ; Pointer to x_interp

    ; Need to reconstruct the all_fx_data and all_fy_data lists
    ; This will require knowing the lengths of each array within these lists
    ; The Python code iterates through dimensions, so we need to do something similar

    ; This part is complex and requires careful memory management and passing of data structures
    ; A direct assembly implementation of the Python list of numpy arrays is non-trivial

    ; Placeholder for calling the interpolation function
    ; push dword [num_dimensions_received]
    ; push pointer to all_fy_data
    ; push pointer to all_fx_data
    ; call hyperbolic_parabolic_interpolation_nd
    ; add esp, ... ; Clean up stack

    ; Assume the result is now in result_buffer and its length is in result_length_received

    ; Send the float result back to the client
    mov eax, [result_length_received]
    push eax ; Length of result
    push struct_pack_fmt_i
    push result_length_send
    call struct_pack
    add esp, 12

    push dword [result_length_send]
    push esi
    push dword [result_length_send]
    call send
    add esp, 12
    cmp eax, dword [result_length_send]
    jnz .connection_error_send_result_len

    push dword [result_length_received]
    mov ecx, eax
    push esi
    push result_buffer
    push ecx
    call send
    add esp, 12
    cmp eax, ecx
    jnz .connection_error_send_result

    jmp .cleanup

.invalid_op_code:
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push dword [operation_code_received]
    push msg_invalid_op_code
    call printf
    add esp, 20
    jmp .cleanup_socket

.client_disconnected_op_code:
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_disconnected_op_code
    call printf
    add esp, 16
    jmp .cleanup_socket

.client_disconnected_num_dim:
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_disconnected_num_dim
    call printf
    add esp, 16
    jmp .cleanup_socket

.client_disconnected_x_len:
    push ebx ; Dimension number
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_disconnected_x_len
    call printf
    add esp, 20
    jmp .cleanup_socket

.client_disconnected_incomplete_x:
    push ebx ; Dimension number
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_disconnected_incomplete_x
    call printf
    add esp, 20
    jmp .cleanup_socket

.client_disconnected_y_len:
    push ebx ; Dimension number
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_disconnected_y_len
    call printf
    add esp, 20
    jmp .cleanup_socket

.client_disconnected_incomplete_y:
    push ebx ; Dimension number
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_disconnected_incomplete_y
    call printf
    add esp, 20
    jmp .cleanup_socket

.client_disconnected_interp_x_len:
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_disconnected_interp_x_len
    call printf
    add esp, 16
    jmp .cleanup_socket

.client_disconnected_incomplete_interp_x:
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_disconnected_incomplete_interp_x
    call printf
    add esp, 16
    jmp .cleanup_socket

.value_error:
    ; Assume error message is in error_message_buffer
    push dword [error_message_length]
    push error_message_buffer
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_value_error
    call printf
    add esp, 20
    jmp .cleanup_socket

.connection_reset_error:
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_connection_reset
    call printf
    add esp, 16
    jmp .cleanup_socket

.unexpected_error:
    ; Assume error message is in error_message_buffer
    push dword [error_message_length]
    push error_message_buffer
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_unexpected_error
    call printf
    add esp, 20
    jmp .cleanup_socket

.connection_error_send_result_len:
    ; Handle error sending result length
    jmp .cleanup_socket

.connection_error_send_result:
    ; Handle error sending result data
    jmp .cleanup_socket

.cleanup_socket:
    push dword [esi]
    call close
    add esp, 4

.cleanup:
    push dword [client_address+3]
    push dword [client_address+2]
    push dword [client_address+1]
    push dword [client_address+0]
    push msg_connection_closed
    call printf
    add esp, 16

    pop ebp
    pop edi
    pop esi
    pop ebx
    pop ebp
    ret

; Helper function to receive a specific number of bytes
receive_all:
    push ebp
    mov ebp, esp
    mov edi, [ebp+8] ; Buffer
    mov esi, [ebp+12] ; Socket
    mov ecx, [expected_bytes] ; Number of bytes to receive
    xor eax, eax ; Total bytes received

.receive_loop:
    cmp eax, ecx
    jge .receive_done
    push ecx
    sub ecx, eax ; Remaining bytes
    cmp ecx, word [chunk_size]
    jle .receive_chunk_size
    mov ecx, word [chunk_size]
.receive_chunk_size:
    push ecx
    push esi
    push edi
    call recv
    add esp, 12
    cmp eax, 0
    jle .receive_error ; Connection closed
    add edi, eax
    add eax, [ebp-4] ; Add to total received
    mov [ebp-4], eax
    pop ecx
    jmp .receive_loop

.receive_done:
    mov eax, [ebp-4] ; Return total bytes received
    jmp .receive_exit

.receive_error:
    mov eax, -1
    jmp .receive_exit

.receive_exit:
    mov esp, ebp
    pop ebp
    ret

section .bss
    operation_code_buffer resb 1
    num_dimensions_buffer resb 4
    num_fx_buffer resb 4
    num_fy

## Risc-V Client#
 
# RiscV assembly translation of the provided x86 code.
# This code assumes the standard RISC-V calling convention (registers a0-a7 for arguments).
# It uses the s-registers (s0-s11) as callee-saved registers.

.data
    # String literals for logging messages.
    msg_handling: .asciz "Handling client: %s\n"
    msg_disconnected_op_code: .asciz "Client %u.%u.%u.%u disconnected unexpectedly (no operation code).\n"
    msg_invalid_op_code: .asciz "Invalid operation code for hyperbolic-parabolic interpolation: %u\n"
    msg_disconnected_num_dim: .asciz "Client %u.%u.%u.%u disconnected unexpectedly (no number of dimensions).\n"
    msg_disconnected_x_len: .asciz "Client %u.%u.%u.%u disconnected unexpectedly (no length for x data in dimension %u).\n"
    msg_disconnected_incomplete_x: .asciz "Client %u.%u.%u.%u disconnected unexpectedly (incomplete x data in dimension %u).\n"
    msg_disconnected_y_len: .asciz "Client %u.%u.%u.%u disconnected unexpectedly (no length for y data in dimension %u).\n"
    msg_disconnected_incomplete_y: .asciz "Client %u.%u.%u.%u disconnected unexpectedly (incomplete y data in dimension %u).\n"
    msg_disconnected_interp_x_len: .asciz "Client %u.%u.%u.%u disconnected unexpectedly (no length for interpolation x).\n"
    msg_disconnected_incomplete_interp_x: .asciz "Client %u.%u.%u.%u disconnected unexpectedly (incomplete interpolation x).\n"
    msg_value_error: .asciz "ValueError on server from %u.%u.%u.%u: %s\n"
    msg_connection_reset: .asciz "Client %u.%u.%u.%u forcibly closed the connection.\n"
    msg_unexpected_error: .asciz "An unexpected error occurred in handle_client for %u.%u.%u.%u: %s\n"
    msg_connection_closed: .asciz "Connection with client %u.%u.%u.%u closed.\n"
    
    # Constants and format strings.
    op_code_expected: .word 2
    float_size: .word 4
    chunk_size: .word 4096
    
    # The format specifiers below need to be managed by a higher-level library
    # like Python's struct. They are represented as static strings here but
    # would be passed as arguments to the equivalent function calls.
    struct_unpack_fmt_b: .asciz "!B"
    struct_unpack_fmt_i: .asciz "!I"
    struct_unpack_fmt_f: .asciz "!%uf"
    struct_pack_fmt_i: .asciz "!I"
    struct_pack_fmt_f: .asciz "!%uf"
    format_ip: .asciz "%u.%u.%u.%u" # A format string for printing the IP address

.bss
    # Variables and buffers. The x86 'resd' and 'resb' are translated to '.space'.
    client_address: .space 16 # To store client IP address (4 words)
    num_dimensions_received: .space 4
    num_fx_received: .space 4
    num_fy_received: .space 4
    num_interp_x_received: .space 4
    fx_data_buffer: .space 16384 # Adjust size as needed
    fy_data_buffer: .space 16384 # Adjust size as needed
    interp_x_data_buffer: .space 16384 # Adjust size as needed
    error_message_buffer: .space 256 # For storing error messages
    result_length_send: .space 4
    result_buffer: .space 16384 # Adjust size as needed
    
    # Buffers for single value receives
    operation_code_buffer: .space 1
    num_dimensions_buffer: .space 4
    num_fx_buffer: .space 4
    num_fy_buffer: .space 4
    num_interp_x_buffer: .space 4
    
    # Variables used in the receive_all helper function
    expected_bytes: .space 4
    
.text
    .global handle_client

handle_client:
    # RISC-V function prologue.
    # Save the frame pointer (s0) and return address (ra).
    addi sp, sp, -32       # Adjust stack pointer to make space for saved registers
    sd ra, 24(sp)          # Store return address
    sd s0, 16(sp)          # Store frame pointer
    sd s1, 8(sp)           # Store callee-saved register s1 (used for socket)
    sd s2, 0(sp)           # Store callee-saved register s2 (used for address)
    addi s0, sp, 32        # Set up frame pointer

    # The original x86 code used stack arguments.
    # We assume the RISC-V equivalent passes arguments in registers.
    # a0 = client_socket (was [ebp+8])
    # a1 = addr (pointer to sockaddr_in) (was [ebp+12])
    
    # We will use s1 for the client socket and s2 for the address pointer.
    mv s1, a0              # s1 = client_socket
    mv s2, a1              # s2 = addr

    # Extract client IP address for logging.
    # The x86 code assumes a specific structure for sockaddr_in.
    lw t0, 4(s2)           # t0 = sin_addr
    sw t0, client_address  # Store sin_addr in client_address
    
    # Print "Handling client: "
    la a0, msg_handling
    jal ra, printf
    
    # Print client address
    la a0, format_ip
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    jal ra, printf
    
    # Receive operation code (1 byte)
    li a2, 1               # Number of bytes to receive
    mv a1, s1              # Client socket
    la a0, operation_code_buffer # Buffer
    jal ra, recv
    li t0, 1               # Expected bytes
    blt a0, t0, .client_disconnected_op_code
    
    # Unpack the received byte
    la a0, struct_unpack_fmt_b
    li a1, 1               # Number of bytes
    la a2, operation_code_buffer
    la a3, operation_code_received
    jal ra, struct_unpack

    # Compare received op code with expected op code
    lb t0, operation_code_received # Load byte
    lw t1, op_code_expected      # Load expected word
    bne t0, t1, .invalid_op_code

    # Receive the number of data dimensions (4 bytes)
    li a2, 4
    mv a1, s1
    la a0, num_dimensions_buffer
    jal ra, recv
    li t0, 4
    blt a0, t0, .client_disconnected_num_dim

    # Unpack number of dimensions
    la a0, struct_unpack_fmt_i
    li a1, 4
    la a2, num_dimensions_buffer
    la a3, num_dimensions_received
    jal ra, struct_unpack

    # Loop through dimensions
    lw s3, num_dimensions_received # s3 = loop counter, was ecx
    li s4, 0                      # s4 = dimension counter, was ebx

.dimension_loop:
    bge s4, s3, .receive_interp_x_count
    
    addi s4, s4, 1 # Increment dimension counter

    # Receive the number of floats in the x array for this dimension (4 bytes)
    li a2, 4
    mv a1, s1
    la a0, num_fx_buffer
    jal ra, recv
    li t0, 4
    blt a0, t0, .client_disconnected_x_len

    # Unpack number of fx floats
    la a0, struct_unpack_fmt_i
    li a1, 4
    la a2, num_fx_buffer
    la a3, num_fx_received
    jal ra, struct_unpack
    
    # Calculate expected bytes for x data
    lw t0, num_fx_received
    lw t1, float_size
    mul t2, t0, t1
    sw t2, expected_bytes
    
    # Receive all x data
    la a0, fx_data_buffer
    mv a1, s1
    jal ra, receive_all
    
    lw t0, expected_bytes
    bne a0, t0, .client_disconnected_incomplete_x
    
    # Receive the number of floats in the y array for this dimension (4 bytes)
    li a2, 4
    mv a1, s1
    la a0, num_fy_buffer
    jal ra, recv
    li t0, 4
    blt a0, t0, .client_disconnected_y_len
    
    # Unpack number of fy floats
    la a0, struct_unpack_fmt_i
    li a1, 4
    la a2, num_fy_buffer
    la a3, num_fy_received
    jal ra, struct_unpack
    
    # Calculate expected bytes for y data
    lw t0, num_fy_received
    lw t1, float_size
    mul t2, t0, t1
    sw t2, expected_bytes
    
    # Receive all y data
    la a0, fy_data_buffer
    mv a1, s1
    jal ra, receive_all
    
    lw t0, expected_bytes
    bne a0, t0, .client_disconnected_incomplete_y

    # TODO: In a real implementation, you would store the pointers to fx_data_buffer
    # and fy_data_buffer in an array to pass to the interpolation function.
    
    j .dimension_loop

.receive_interp_x_count:
    # Receive the number of interpolation x values (4 bytes)
    li a2, 4
    mv a1, s1
    la a0, num_interp_x_buffer
    jal ra, recv
    li t0, 4
    blt a0, t0, .client_disconnected_interp_x_len
    
    # Unpack number of interpolation x values
    la a0, struct_unpack_fmt_i
    li a1, 4
    la a2, num_interp_x_buffer
    la a3, num_interp_x_received
    jal ra, struct_unpack

    # Calculate expected bytes for interpolation x data
    lw t0, num_interp_x_received
    lw t1, float_size
    mul t2, t0, t1
    sw t2, expected_bytes
    
    # Receive all interpolation x data
    la a0, interp_x_data_buffer
    mv a1, s1
    jal ra, receive_all
    
    lw t0, expected_bytes
    bne a0, t0, .client_disconnected_incomplete_interp_x

    # TODO: This is where the call to hyperbolic_parabolic_interpolation_nd would go.
    # The C calling convention would be used. This is a placeholder.
    # la a0, all_fx_data_list_pointer
    # la a1, all_fy_data_list_pointer
    # lw a2, num_dimensions_received
    # la a3, interp_x_data_buffer
    # lw a4, num_interp_x_received
    # la a5, result_buffer
    # jal ra, hyperbolic_parabolic_interpolation_nd

    # Assume the function returns the length of the result in a0.
    # The result is in result_buffer.
    mv t0, a0              # t0 = result_length_received

    # Send the length of the float result back to the client
    la a0, struct_pack_fmt_i
    mv a1, t0
    la a2, result_length_send
    jal ra, struct_pack
    
    lw t1, result_length_send
    mv a2, t1
    mv a1, s1
    la a0, result_length_send
    jal ra, send
    bne a0, t1, .connection_error_send_result_len

    # Send the result data
    mv a2, t0
    mv a1, s1
    la a0, result_buffer
    jal ra, send
    bne a0, t0, .connection_error_send_result

    j .cleanup

.invalid_op_code:
    # Print error message for invalid op code.
    la a0, msg_invalid_op_code
    lw a1, operation_code_received
    lw a2, client_address+12
    lw a3, client_address+8
    lw a4, client_address+4
    lw a5, client_address+0
    jal ra, printf
    j .cleanup_socket

.client_disconnected_op_code:
    # Print error message for unexpected disconnection (no op code).
    la a0, msg_disconnected_op_code
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    jal ra, printf
    j .cleanup_socket

.client_disconnected_num_dim:
    # Print error message for unexpected disconnection (no number of dimensions).
    la a0, msg_disconnected_num_dim
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    jal ra, printf
    j .cleanup_socket

.client_disconnected_x_len:
    # Print error message.
    la a0, msg_disconnected_x_len
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    mv a5, s4
    jal ra, printf
    j .cleanup_socket

.client_disconnected_incomplete_x:
    # Print error message.
    la a0, msg_disconnected_incomplete_x
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    mv a5, s4
    jal ra, printf
    j .cleanup_socket

.client_disconnected_y_len:
    # Print error message.
    la a0, msg_disconnected_y_len
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    mv a5, s4
    jal ra, printf
    j .cleanup_socket

.client_disconnected_incomplete_y:
    # Print error message.
    la a0, msg_disconnected_incomplete_y
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    mv a5, s4
    jal ra, printf
    j .cleanup_socket

.client_disconnected_interp_x_len:
    # Print error message.
    la a0, msg_disconnected_interp_x_len
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    jal ra, printf
    j .cleanup_socket

.client_disconnected_incomplete_interp_x:
    # Print error message.
    la a0, msg_disconnected_incomplete_interp_x
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    jal ra, printf
    j .cleanup_socket

.value_error:
    # Print error message. Assumes error message is in a buffer.
    la a0, msg_value_error
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    la a5, error_message_buffer
    jal ra, printf
    j .cleanup_socket

.connection_reset_error:
    # Print error message.
    la a0, msg_connection_reset
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    jal ra, printf
    j .cleanup_socket

.unexpected_error:
    # Print error message.
    la a0, msg_unexpected_error
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    la a5, error_message_buffer
    jal ra, printf
    j .cleanup_socket

.connection_error_send_result_len:
    # Handle error sending result length
    j .cleanup_socket

.connection_error_send_result:
    # Handle error sending result data
    j .cleanup_socket

.cleanup_socket:
    # Close the socket
    mv a0, s1
    jal ra, close

.cleanup:
    # Print "Connection with client..."
    la a0, msg_connection_closed
    lw a1, client_address+12
    lw a2, client_address+8
    lw a3, client_address+4
    lw a4, client_address+0
    jal ra, printf
    
    # RISC-V function epilogue.
    # Restore the stack and saved registers, then return.
    ld ra, 24(sp)
    ld s0, 16(sp)
    ld s1, 8(sp)
    ld s2, 0(sp)
    addi sp, sp, 32
    ret

# Helper function to receive a specific number of bytes
receive_all:
    # a0 = buffer, a1 = socket, a2 = expected_bytes
    addi sp, sp, -16 # Make space on stack
    sd s0, 8(sp)     # Save s0 (frame pointer)
    sd s1, 0(sp)     # Save s1 (socket)
    
    mv s0, a0        # s0 = buffer
    mv s1, a1        # s1 = socket
    mv a2, a2        # a2 = expected bytes
    
    li t0, 0         # t0 = total bytes received

.receive_loop:
    blt t0, a2, .continue_receive
    j .receive_done
    
.continue_receive:
    sub t1, a2, t0      # Remaining bytes
    lw t2, chunk_size
    blt t1, t2, .use_remaining
    mv t1, t2
    
.use_remaining:
    mv a0, s0           # a0 = buffer
    mv a1, s1           # a1 = socket
    mv a2, t1           # a2 = number of bytes to receive
    
    jal ra, recv
    
    blez a0, .receive_error # Connection closed
    add t0, t0, a0      # Add received bytes to total
    add s0, s0, a0      # Move buffer pointer forward
    j .receive_loop
    
.receive_done:
    mv a0, t0           # Return total bytes received
    j .receive_exit
    
.receive_error:
    li a0, -1
    
.receive_exit:
    ld s1, 0(sp)
    ld s0, 8(sp)
    addi sp, sp, 16
    ret