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distributed_system_coursework/lib/paxos.ex
Andre Henriques d5383e67b2
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Elixir

#
# This files contains some modules nessesary for paxos to work
#
# Utils: General Utilities
# Paxos: Paxos logic
# Ballot: Contain the logic to handle the ballot numbers
# EventualLeaderElector: Leader elector code
# EagerReliableBroadcast: Handles eager reliable broadcast
#
defmodule Utils do
@moduledoc """
This module contains some helpful functions are used throughout all modules
"""
@doc """
Sets the min log level
0 - show all
1 - ignore paxos
2 - ignore server
"""
@min_print_level 3
# This function works similiary with unicast but it allows both for a pid or an atom
# to be given as the first parameter
def safecast(p, m) when p == nil, do: IO.puts('Trying to safecast #{m} with p as nil')
def safecast(p, m) when is_pid(p), do: send(p, m)
def safecast(p, m) do
case :global.whereis_name(p) do
pid when is_pid(pid) -> send(pid, m)
:undefined -> :ok
end
end
@doc """
This function creates a new name for processes
"""
def alter_name(name, part), do: :"#{name}#{part}"
@doc """
This function sends a message to a list of porcesses
"""
def beb_broadcast(m, dest), do: for(p <- dest, do: safecast(p, m))
@doc """
This function register a pid in the global name space
"""
def register_name(name, pid, link \\ true) do
case :global.re_register_name(name, pid) do
:yes ->
# Note this is running on the parent so we are linking the parent to the rb
# so that when we close the parent the rb also dies
if link do
Process.link(pid)
end
pid
:no ->
Process.exit(pid, :kill)
:error
end
end
@doc """
This macro defines a new log function for a specific log level
"""
defmacro create_log(level) do
quote do
def log(msg) do
Utils._log(msg, unquote(level))
end
end
end
@doc """
This function is used bu the create_log macro.
This function only prints logs if the level definied in the create_log macro
"""
def _log(msg, level) do
if (@min_print_level <= level) do
IO.puts(msg)
end
end
@doc """
This macro defines a an or_state function that acts like this:
if val do
expr
else
state
end
"""
defmacro or_state(val, do: expr) do
quote do
case unquote(val) do
true -> unquote(expr)
_ -> var!(state)
end
end
end
@doc """
This macro defines a macro to simplify the process of creating run functions
"""
defmacro runfn(do: expr) do
quote do
def run(s) do
var!(state) = s
run(receive do
unquote(expr)
end)
end
end
end
end
defmodule Paxos do
@moduledoc """
This module contains all the logic for Paxos
To start a paxos instance run Paxos.start
To propose a a value to paxos run Paxos.propose
To get a previous decision please run Paxos.get_decision
"""
require Utils
import Utils
create_log 0
# This macro allows the state.instmap to be updated very easily
defmacrop set_instmap(do: expr) do
quote do
var!(map) = var!(state).instmap[var!(inst)]
new_instmap = Map.put(var!(state).instmap, var!(inst), unquote(expr))
var!(state) = %{var!(state) | instmap: new_instmap }
end
end
@doc """
Starts the Paxos replica with a specific name and some processes
"""
def start(name, processes, link \\ false) do
log("Starting paxos for #{name}")
pid = spawn(Paxos, :init, [name, processes])
register_name(name, pid, link)
end
@doc """
Inicializes the state starts the eager reliable broadcast, and starts the eventual leader eletector
"""
def init(name, processes) do
EventualLeaderElector.start(name, processes)
EagerReliableBroadcast.start(name, processes)
state = %{
name: name,
processes: processes,
leader: nil,
instmap: %{},
decided: %{}
}
run(state)
end
# Guarantees that a specific state exists for a specific instance
defp has_or_create(state, inst, value \\ nil, pid_to_inform \\ nil) do
or_state state.instmap[inst] == nil do
instmap =
Map.put(state.instmap, inst, %{
value: value,
other_value: nil,
ballot: Ballot.init(state.name, 0),
aborted: false,
ballot_value: nil,
prepared_values: [],
accepted: 0,
accepted_ballot: nil,
accepted_value: nil,
pid_to_inform: pid_to_inform,
has_sent_accept: false,
has_sent_prepare: false,
})
%{state | instmap: instmap}
end
end
# Checks if an instance has finished or if it was aborted.
# If the optional parameter ignore_aborted was set to true makes this function only check
# if the the instance has finished
defp has_finished(state, inst, ignore_aborted \\ false) do
cond do
Map.has_key?(state.decided, inst) -> true
ignore_aborted -> false
Map.has_key?(state.instmap, inst) -> state.instmap[inst].aborted
true -> false
end
end
# This is the run/recieve function
# All the messages that are handled by this function are:
# {:ele_trust, proc} ->
# {:propose, inst, value, pid_to_inform} ->
# {:rb_deliver, proc, {:other_propose, inst, value}} ->
# {:rb_deliver, proc, {:prepare, proc, inst, ballot}} ->
# {:nack, inst, ballot} ->
# {:rb_deliver, _proc, {:abort, inst, ballot}} ->
# {:prepared, inst, ballot, accepted_ballot, accepted_value} ->
# {:rb_deliver, proc, {:accept, inst, ballot, value}} ->
# {:accepted, inst, ballot} ->
# {:get_value, inst, pid_to_inform} ->
# {:rb_deliver, _, {:decide, inst, value}} ->
runfn do
# Handles leader elector
{:ele_trust, proc} ->
log("#{state.name} - #{proc} is leader")
Enum.reduce(Map.keys(state.instmap), %{state | leader: proc}, fn inst, st ->
prepare(st, inst)
end)
# Handles a proposal message from the parent process
{:propose, inst, value, pid_to_inform} ->
log("#{state.name} - Propose #{inspect(inst)}")
cond do
has_finished(state, inst, true) ->
log("#{state.name} - Has already decided for #{inspect(inst)} sending #{inspect(state.decided[inst])}")
send(pid_to_inform, {:decision, inst, state.decided[inst]})
state
not Map.has_key?(state.instmap, inst) ->
EagerReliableBroadcast.broadcast(state.name, {:other_propose, inst, value})
state = has_or_create(state, inst, value, pid_to_inform)
prepare(state, inst)
state.instmap[inst].value == nil ->
EagerReliableBroadcast.broadcast(state.name, {:other_propose, inst, value})
set_instmap do
%{ map |
value: value,
pid_to_inform: pid_to_inform,
}
end
prepare(state, inst)
true ->
EagerReliableBroadcast.broadcast(state.name, {:other_propose, inst, value})
prepare(state, inst)
end
# Handles the sharing of a proposal value to other processes
{:rb_deliver, _, {:other_propose, inst, value}} ->
cond do
has_finished(state, inst, true) ->
EagerReliableBroadcast.broadcast(
state.name,
{:decide, inst, state.decided[inst]}
)
state
true ->
state = has_or_create(state, inst)
set_instmap do
%{map | other_value: value}
end
prepare(state, inst)
end
# Handles a prepare request from the leader
{:rb_deliver, proc, {:prepare, proc, inst, ballot}} ->
log("#{state.name} - prepare from #{proc}")
cond do
has_finished(state, inst) ->
state
not Map.has_key?(state.instmap, inst) ->
state = has_or_create(state, inst)
safecast(proc, {:prepared, inst, ballot, state.instmap[inst].accepted_ballot, state.instmap[inst].accepted_value});
set_instmap do
%{ map | ballot: ballot }
end
state
Ballot.compare(ballot, &>/2, state.instmap[inst].ballot) ->
safecast(proc,
{:prepared, inst, ballot, state.instmap[inst].accepted_ballot,
state.instmap[inst].accepted_value}
)
set_instmap do
%{ map | ballot: ballot }
end
state
true ->
safecast(proc, {:nack, inst, ballot})
state
end
# Handles a nack message
{:nack, inst, ballot} ->
log("#{state.name} - nack #{inspect(inst)} #{inspect(ballot)}")
cond do
has_finished(state, inst) ->
state
state.leader == state.name and state.instmap[inst].ballot == ballot ->
if Map.has_key?(state.instmap, inst) and state.instmap[inst].pid_to_inform != nil do
send(state.instmap[inst].pid_to_inform, {:abort, inst})
end
EagerReliableBroadcast.broadcast(state.name, {:abort, inst, ballot})
set_instmap do
%{ map | has_sent_accept: false,
has_sent_prepare: false,
ballot: Ballot.inc(map.ballot),
aborted: true,
}
end
state
true ->
state
end
# Handles an abort message
{:rb_deliver, _proc, {:abort, inst, _}} ->
cond do
has_finished(state, inst) ->
state
true ->
log("#{state.name} - got information to send abort")
if Map.has_key?(state.instmap, inst) and state.instmap[inst].pid_to_inform != nil do
send(state.instmap[inst].pid_to_inform, {:abort, inst})
end
state
end
# Handles a prepared
# Sends out accept when a quorum is met
{:prepared, inst, ballot, accepted_ballot, accepted_value} ->
log(
"#{state.name} - prepared #{inspect(inst)} #{inspect(ballot)} #{inspect(accepted_ballot)} #{inspect(accepted_value)}"
)
cond do
has_finished(state, inst) ->
state
ballot == state.instmap[inst].ballot ->
set_instmap do
%{ map
| prepared_values: map.prepared_values ++ [{accepted_ballot, accepted_value}]
}
end
prepared(state, inst)
Ballot.compare(ballot, &>/2, state.instmap[inst].ballot) ->
log("#{state.name} - Probably recieved this before preare came to self sending with delay")
Process.send_after(self(), {:prepared, inst, ballot, accepted_ballot, accepted_value}, 100)
state
true ->
state
end
# Handles an accept message
{:rb_deliver, proc, {:accept, inst, ballot, value}} ->
cond do
has_finished(state, inst) ->
state
true ->
state = has_or_create(state, inst)
if Ballot.compare(ballot, &>=/2, state.instmap[inst].ballot) do
log("#{state.name} - accept #{inspect(inst)} #{inspect(ballot)} #{inspect(value)}")
safecast(proc, {:accepted, inst, ballot})
set_instmap do
%{ map
| ballot: ballot,
accepted_value: value,
accepted_ballot: ballot
}
end
state
else
log("#{state.name} -> #{proc} nack")
safecast(proc, {:nack, inst, ballot})
state
end
end
# Handles an accept message
# Sends out accept when a decide when a quoeom is met
{:accepted, inst, ballot} ->
log("#{state.name} - accepted #{inspect(inst)} #{inspect(ballot)}")
cond do
has_finished(state, inst) ->
state
state.leader == state.name and state.instmap[inst].ballot == ballot ->
set_instmap do
%{ map | accepted: map.accepted + 1 }
end
accepted( state, inst)
true ->
state
end
# handles a parent request to get a value
{:get_value, inst, pid_to_inform} ->
# log("#{state.name} get_value")
if has_finished(state, inst, true) do
safecast(pid_to_inform, {:get_value_res, inst, state.decided[inst]})
end
state
# Adds a decision made by a leader to the list of decisions
# and informs the parent of the decision
{:rb_deliver, _, {:decide, inst, value}} ->
log("#{state.name} - decided #{inspect(inst)} #{inspect(value)}")
or_state not has_finished(state, inst) do
if Map.has_key?(state.instmap, inst) != nil and
state.instmap[inst].pid_to_inform != nil do
safecast(state.instmap[inst].pid_to_inform, {:decision, inst, value})
end
%{ state |
decided: Map.put(state.decided, inst, value),
instmap: Map.delete(state.instmap, inst)
}
end
end
# Does the logic to decide when to send the prepare messages
# Also sets the state nessesary to run the proposal
defp prepare(state, _) when state.leader != state.name, do: state
defp prepare(state, inst) do
cond do
state.instmap[inst] == nil ->
state
state.instmap[inst].value == nil and state.instmap[inst].other_value == nil ->
state
state.instmap[inst] != nil and state.instmap[inst].has_sent_prepare ->
state
state.instmap[inst] != nil and state.instmap[inst].has_sent_accept ->
state
true ->
ballot = Ballot.inc(state.instmap[inst].ballot)
log("#{state.name} - sending all prepare #{inst} #{inspect(ballot)}")
EagerReliableBroadcast.broadcast(state.name, {:prepare, state.name, inst, ballot})
set_instmap do
%{ map |
prepared_values: [],
accepted: 0,
aborted: false,
ballot_value: nil,
has_sent_prepare: true,
has_sent_accept: false
}
end
state
end
end
# Processes the prepared messages and when a quorum is met the accept messages are send
defp prepared(state, _) when state.leader != state.name, do: state
defp prepared(state, inst) do
or_state length(state.instmap[inst].prepared_values) >= floor(length(state.processes) / 2) + 1 and
not state.instmap[inst].has_sent_accept do
{_, a_val} =
Enum.reduce(state.instmap[inst].prepared_values, {Ballot.init(state.name, 0), nil}, fn {bal, val},
{acc_bal, acc_val} ->
cond do
val == nil ->
{acc_bal, acc_val}
Ballot.compare(acc_bal, &>/2, bal) ->
{acc_bal, acc_val}
true ->
{bal, val}
end
end)
a_val =
if a_val == nil do
if state.instmap[inst].value == nil do
state.instmap[inst].other_value
else
state.instmap[inst].value
end
else
a_val
end
EagerReliableBroadcast.broadcast(
state.name,
{:accept, inst, state.instmap[inst].ballot, a_val}
)
set_instmap do
%{ map |
ballot_value: a_val,
has_sent_accept: true
}
end
state
end
end
# Processes the accepted messages and when a qurum is met decide on the value
defp accepted(state, _) when state.leader != state.name, do: state
defp accepted(state, inst) do
or_state state.instmap[inst].accepted >= floor(length(state.processes) / 2) + 1 do
value = state.instmap[inst].ballot_value
EagerReliableBroadcast.broadcast(
state.name,
{:decide, inst, value}
)
if state.instmap[inst].pid_to_inform != nil do
send(state.instmap[inst].pid_to_inform, {:decision, inst, value})
end
%{
state
| decided: Map.put(state.decided, inst, value),
instmap: Map.delete(state.instmap, inst)
}
end
end
#######################
# Interface #
#######################
@doc """
Send the propose message to the paxos replica and waits for a response from the correct instance
"""
def propose(pid, inst, value, t) do
send(pid, {:propose, inst, value, self()})
propose_loop(inst, t)
end
# Waits the right message from the paxos replica
defp propose_loop(inst, t) do
receive do
{:timeout, ^inst} -> {:timeout}
{:abort, ^inst} -> {:abort}
{:decision, ^inst, d} -> {:decision, d}
x ->
Process.send_after(self(), x, 500)
propose_loop(inst, t)
after
t -> {:timeout}
end
end
@doc """
Sends the :get_value message to the paxos replica
"""
def get_decision(pid, inst, t) do
send(pid, {:get_value, inst, self()})
get_decision_loop(inst, t)
end
# Sends waits for the right message from the paxos replica
defp get_decision_loop(inst, t) do
receive do
{:get_value_res, ^inst, v} ->
v
x ->
Process.send_after(self(), x, 500)
get_decision_loop(inst, t)
after
t -> nil
end
end
end
defmodule Ballot do
@moduledoc """
A set of a helper functions to manage ballots
"""
@doc """
Create a new ballot
"""
def init(name, number \\ 0), do: {name, number}
@doc """
Increase the ballot number
"""
def inc(b, name \\ nil) do
{old_name, number} = b
{
if name == nil do old_name else name end,
number + 1
}
end
# Compare the name of 2 processes and select the lowest one
defp lexicographical_compare(a, b) do
cond do
a == b -> 0
a > b -> 1
true -> -1
end
end
# Callculate the difference between w ballots
defp diff({name1, number1}, {name2, number2}) do
diff = number1 - number2
if diff == 0 do
lexicographical_compare(name1, name2)
else
diff
end
end
@doc """
Compare 2 ballots
"""
def compare(b1, operator, b2), do: operator.(diff(b1, b2), 0)
end
defmodule EagerReliableBroadcast do
@moduledoc """
This modules implents eager reiable broadcast with the optimization of removing the from the deliver list after hearing
the same number of echos as there is processes
emits {:rb_deliver, proc, message}
"""
require Utils
import Utils
# Removes _br from the name of a process
defp get_non_rb_name(name) do
String.to_atom(String.replace(Atom.to_string(name), "_rb", ""))
end
@doc """
Starts the Eager reliable process and registers it with a name and links the process with the parent process
"""
def start(name, processes) do
pid = spawn(EagerReliableBroadcast, :init, [name, processes])
register_name(alter_name(name, "_rb"), pid)
end
@doc """
Sets state and calls the run function
"""
def init(parent, processes) do
state = %{
name: alter_name(parent, "_rb"),
parent: parent,
processes: Enum.map(processes, fn name -> alter_name(name, "_rb") end),
# Use this data structure to remember IDs of the delivered messages
delivered: %{},
# Use this variable to remember the last sequence number used to identify a message
seq_no: 0
}
run(state)
end
runfn do
# Handle the broadcast request event
{:broadcast, m} ->
data_msg = {:data, state.name, state.seq_no, m}
beb_broadcast(data_msg, state.processes)
%{state | seq_no: state.seq_no + 1}
{:data, proc, seq_no, m} ->
if not Map.has_key?(state.delivered, {proc, seq_no, m}) do
data_msg = {:data, proc, seq_no, m}
beb_broadcast(data_msg, state.processes)
safecast(state.parent, {:rb_deliver, get_non_rb_name(proc), m})
%{state | delivered: Map.put(state.delivered, {proc, seq_no, m}, 1)}
else
val = Map.get(state.delivered, {proc, seq_no, m})
if val < Enum.count(state.processes) do
%{state | delivered: Map.put(state.delivered, {proc, seq_no, m}, val + 1)}
else
%{state | delivered: Map.delete(state.delivered, {proc, seq_no, m})}
end
end
end
#############
# Interface #
#############
@doc """
Sends a a broadcast request to the eager reliable broadcast replica
"""
def broadcast(name, m), do: safecast(alter_name(name, "_rb"), {:broadcast, m})
end
defmodule EventualLeaderElector do
@moduledoc """
This modules implents eventual leader elector
emits {:ele_leader, proc}
"""
require Utils
import Utils
@doc """
Initializes the leader elector process and registers is under name_ele and links it with the parent process
"""
def start(name, processes) do
new_name = alter_name(name, "_ele")
pid = spawn(EventualLeaderElector, :init, [new_name, name, processes])
register_name(new_name, pid)
end
@doc """
Initializes state and starts the run function
"""
def init(name, parent, processes) do
processes = Enum.map(processes, fn name -> alter_name(name, "_ele") end)
state = %{
name: name,
parent: parent,
processes: processes,
timeout: 1000,
heard_back: MapSet.new(),
seq: 0,
last_trust: nil
}
run(request_heartbeats(state))
end
@doc """
Clears heard_back and updates the sequence number and then sends a request for heartbeats to all proccesses
"""
def request_heartbeats(state) do
state = %{state | heard_back: MapSet.new(), seq: state.seq + 1}
beb_broadcast({:heartbeat_request, state.name, state.seq}, state.processes)
Process.send_after(self(), {:timeout}, state.timeout)
state
end
runfn do
# Answer to a heartbeat_request
{:heartbeat_request, name, seq} ->
safecast(name, {:heartbeat, state.parent, seq})
state
# Update heard_back with this name
{:heartbeat, name, seq} ->
or_state seq == state.seq do
%{state | heard_back: MapSet.put(state.heard_back, name)}
end
# One time out check the heard_back and send if a new leader is elected inform the parent
{:timeout} ->
state = or_state MapSet.size(state.heard_back) >= floor(length(state.processes)/2) + 1 do
to_trust = Enum.at(Enum.sort(MapSet.to_list(state.heard_back)), 0)
or_state state.last_trust != to_trust do
safecast(state.parent, {:ele_trust, to_trust})
%{state | last_trust: to_trust}
end
end
request_heartbeats(state)
end
end