From ae271fab19201e9e060a522caf6704f0bc4c0423 Mon Sep 17 00:00:00 2001 From: Roland Kuhn Date: Sat, 2 Nov 2024 11:03:05 +0100 Subject: [PATCH 01/27] make DeltaQ::eval heap-based --- delta_q/src/cdf.rs | 4 + delta_q/src/delta_q.rs | 259 ++++++++++++++++++++++++----------------- delta_q/src/outcome.rs | 4 + delta_q/src/render.rs | 2 +- 4 files changed, 161 insertions(+), 108 deletions(-) diff --git a/delta_q/src/cdf.rs b/delta_q/src/cdf.rs index 4ca9931e..17c0ed06 100644 --- a/delta_q/src/cdf.rs +++ b/delta_q/src/cdf.rs @@ -91,6 +91,10 @@ impl CDF { }) } + pub fn top() -> Self { + Self::from_steps(&[(0.0, 1.0)]).unwrap() + } + /// Create a CDF from a step function. /// /// This validates that the y-values are in the range (0, 1] and are strictly monotonically increasing. diff --git a/delta_q/src/delta_q.rs b/delta_q/src/delta_q.rs index 7a254921..78c08877 100644 --- a/delta_q/src/delta_q.rs +++ b/delta_q/src/delta_q.rs @@ -14,6 +14,7 @@ pub enum DeltaQError { RecursionError(Name), BlackBox, TooManySteps, + EvaluationError, } impl std::error::Error for DeltaQError {} @@ -26,6 +27,7 @@ impl Display for DeltaQError { DeltaQError::RecursionError(name) => write!(f, "Recursion error: {}", name), DeltaQError::BlackBox => write!(f, "Black box encountered"), DeltaQError::TooManySteps => write!(f, "Too many steps in gossip expansion"), + DeltaQError::EvaluationError => write!(f, "Evaluation error"), } } } @@ -249,7 +251,7 @@ impl FromStr for DeltaQ { impl DeltaQ { pub fn top() -> DeltaQ { - DeltaQ::Outcome(Outcome::new(CDF::from_steps(&[(0.0, 1.0)]).unwrap())) + DeltaQ::Outcome(Outcome::top()) } /// Create a new DeltaQ from a name, referencing a variable. @@ -390,118 +392,157 @@ impl DeltaQ { ctx: &PersistentContext, ephemeral: &mut EphemeralContext, ) -> Result { - match self { - DeltaQ::BlackBox => Err(DeltaQError::BlackBox), - DeltaQ::Name(n, r) => { - // recursion is only allowed if not yet recursing on this name or there is an existing allowance - // which means that a new allowance leads to error if there is an existing one (this would permit - // infinite recursion) - // - // None means not recursing on this name - // Some(None) means recursing on this name without allowance - // Some(Some(n)) means recursing on this name with n as the remaining allowance - let recursion = if let Some(r) = r { - if ephemeral.rec.contains_key(n) { - return Err(DeltaQError::RecursionError(n.to_owned())); - } - Some( - ephemeral - .rec - .entry(n.to_owned()) - .or_insert(Some(*r)) - .as_mut(), - ) - } else { - ephemeral.rec.get_mut(n).map(|r| r.as_mut()) - }; - if let Some(Some(allowance)) = recursion { - match ctx.ctx.get(n) { - Some((dq, _)) => { - let mut increment = true; - let ret = if *allowance == 0 { - increment = false; - Ok(Outcome { - cdf: CDF::from_steps(&[(0.0, 1.0)]).unwrap(), - load: BTreeMap::new(), - }) + // evaluation is done using a stack machine with memory on heap in order to avoid stack overflows + // + // The operation stack stores the continuation of a computation frame while the operand stack holds results. + + #[derive(Debug)] + enum Op<'a> { + /// Evaluate a DeltaQ with the given load factor and push the result on the result stack + Eval(&'a DeltaQ, f32), + /// construct a sequence from the top two results on the result stack + Seq, + /// construct a choice from the top two results on the result stack + Choice(f32, f32), + /// construct a forall from the top two results on the result stack + ForAll, + /// construct a forsome from the top two results on the result stack + ForSome, + /// end recursion for a name + EndRec(&'a Name), + /// increment recursion allowance + IncAllowance(&'a Name), + } + + let mut op_stack = Vec::new(); + let mut res_stack = Vec::::new(); + + // Start with the initial DeltaQ + op_stack.push(Op::Eval(self, 1.0)); + + while let Some(op) = op_stack.pop() { + match op { + Op::Eval(dq, load_factor) => { + match dq { + DeltaQ::BlackBox => return Err(DeltaQError::BlackBox), + DeltaQ::Name(n, r) => { + // recursion is only allowed if not yet recursing on this name or there is an existing allowance + // which means that a new allowance leads to error if there is an existing one (this would permit + // infinite recursion) + // + // None means not recursing on this name + // Some(None) means recursing on this name without allowance + // Some(Some(n)) means recursing on this name with n as the remaining allowance + if let Some(r) = r { + if ephemeral.rec.contains_key(n) { + return Err(DeltaQError::RecursionError(n.to_owned())); + } + if *r == 0 { + res_stack.push(Outcome::top()); + continue; + } + // subtract the allowance needed for running the evaluation below + ephemeral.rec.insert(n.to_owned(), Some(*r - 1)); + op_stack.push(Op::EndRec(n)); } else { - *allowance -= 1; - dq.expand()?.eval(ctx, ephemeral) - }; - if r.is_some() { - ephemeral.rec.remove(n); - } else if increment { - *ephemeral.rec.get_mut(n).unwrap().as_mut().unwrap() += 1; + match ephemeral.rec.get_mut(n) { + Some(Some(rec)) => { + // recursing with prior allowance + if *rec == 0 { + res_stack.push(Outcome::top()); + continue; + } else { + *rec -= 1; + op_stack.push(Op::IncAllowance(n)); + } + } + Some(None) => { + // recursing without allowance + return Err(DeltaQError::RecursionError(n.to_owned())); + } + None => { + // evaluating without allowance => prohibit further recursion + ephemeral.rec.insert(n.to_owned(), None); + op_stack.push(Op::EndRec(n)); + } + } + } + + // Check cache + if load_factor == 1.0 { + if let Some(cached_outcome) = ephemeral.cache.get(n) { + res_stack.push(cached_outcome.clone()); + continue; + } } - ret + + // Proceed with evaluation + let Some((dq, _constraint)) = ctx.ctx.get(n) else { + return Err(DeltaQError::NameError(n.to_owned())); + }; + op_stack.push(Op::Eval(dq, load_factor)); } - None => Err(DeltaQError::NameError(n.to_owned())), - } - } else if recursion.is_some() { - Err(DeltaQError::RecursionError(n.to_owned())) - } else { - // Check if the outcome is cached - if ephemeral.load_factor == 1.0 { - if let Some(cached_outcome) = ephemeral.cache.get(n) { - return Ok(cached_outcome.clone()); + DeltaQ::Outcome(outcome) => { + res_stack.push(outcome.mult(load_factor, ctx)); + } + DeltaQ::Seq(first, load, second) => { + op_stack.push(Op::Seq); + // evaluate second after first + op_stack + .push(Op::Eval(second, load_factor * load.factor + load.summand)); + op_stack.push(Op::Eval(first, load_factor)); + } + DeltaQ::Choice(first, w1, second, w2) => { + op_stack.push(Op::Choice(*w1, *w2)); + op_stack.push(Op::Eval(second, load_factor)); + op_stack.push(Op::Eval(first, load_factor)); } + DeltaQ::ForAll(first, second) => { + op_stack.push(Op::ForAll); + op_stack.push(Op::Eval(second, load_factor)); + op_stack.push(Op::Eval(first, load_factor)); + } + DeltaQ::ForSome(first, second) => { + op_stack.push(Op::ForSome); + op_stack.push(Op::Eval(second, load_factor)); + op_stack.push(Op::Eval(first, load_factor)); + } + DeltaQ::Gossip { .. } => panic!("gossip not expanded"), } - - // Proceed with evaluation - let Some((dq, _)) = ctx.ctx.get(n) else { - return Err(DeltaQError::NameError(n.to_owned())); - }; - - ephemeral.rec.insert(n.to_owned(), None); - let outcome = dq.expand()?.eval(ctx, ephemeral); - ephemeral.rec.remove(n); - - let outcome = outcome?; - if ephemeral.load_factor == 1.0 { - ephemeral.cache.insert(n.clone(), outcome.clone()); + } + Op::Seq => { + let second = res_stack.pop().unwrap(); + let first = res_stack.pop().unwrap(); + res_stack.push(first.seq(&second, ctx)?); + } + Op::Choice(w1, w2) => { + let second = res_stack.pop().unwrap(); + let first = res_stack.pop().unwrap(); + res_stack.push(first.choice(w1 / (w1 + w2), &second, ctx)?); + } + Op::ForAll => { + let second = res_stack.pop().unwrap(); + let first = res_stack.pop().unwrap(); + res_stack.push(first.for_all(&second, ctx)?); + } + Op::ForSome => { + let second = res_stack.pop().unwrap(); + let first = res_stack.pop().unwrap(); + res_stack.push(first.for_some(&second, ctx)?); + } + Op::EndRec(n) => { + ephemeral.rec.remove(n).unwrap(); + } + Op::IncAllowance(n) => { + if let Some(Some(rec)) = ephemeral.rec.get_mut(n) { + *rec += 1; } - Ok(outcome) } } - DeltaQ::Outcome(outcome) => Ok(outcome.mult(ephemeral.load_factor, ctx)), - DeltaQ::Seq(first, load, second) => { - let first_cdf = first.eval(ctx, ephemeral)?; - let lf = ephemeral.load_factor; - ephemeral.load_factor = ephemeral.load_factor * load.factor + load.summand; - let second_cdf = second.eval(ctx, ephemeral); - ephemeral.load_factor = lf; - let second_cdf = second_cdf?; - first_cdf - .seq(&second_cdf, ctx) - .map_err(DeltaQError::CDFError) - } - DeltaQ::Choice(first, first_fraction, second, second_fraction) => { - let first_cdf = first.eval(ctx, ephemeral)?; - let second_cdf = second.eval(ctx, ephemeral)?; - first_cdf - .choice( - *first_fraction / (*first_fraction + *second_fraction), - &second_cdf, - ctx, - ) - .map_err(DeltaQError::CDFError) - } - DeltaQ::ForAll(first, second) => { - let first_cdf = first.eval(ctx, ephemeral)?; - let second_cdf = second.eval(ctx, ephemeral)?; - first_cdf - .for_all(&second_cdf, ctx) - .map_err(DeltaQError::CDFError) - } - DeltaQ::ForSome(first, second) => { - let first_cdf = first.eval(ctx, ephemeral)?; - let second_cdf = second.eval(ctx, ephemeral)?; - first_cdf - .for_some(&second_cdf, ctx) - .map_err(DeltaQError::CDFError) - } - DeltaQ::Gossip { .. } => panic!("gossip encountered in eval"), } + + assert!(res_stack.len() == 1); + Ok(res_stack.pop().unwrap()) } } @@ -569,16 +610,16 @@ pub fn expand_gossip( // Define the new EphemeralContext struct pub struct EphemeralContext { pub rec: BTreeMap>, - pub load_factor: f32, pub cache: BTreeMap, + pub expanded: BTreeMap, } impl Default for EphemeralContext { fn default() -> Self { Self { rec: Default::default(), - load_factor: 1.0, cache: Default::default(), + expanded: Default::default(), } } } @@ -762,7 +803,7 @@ mod tests { let res = "+a".parse::().unwrap_err(); assert!( - res.contains("expected 'BB', name, CDF, 'all(', 'some(', or parentheses"), + res.contains("expected 'BB', name, CDF, 'all(', 'some(', 'gossip(', or parentheses"), "{}", res ); @@ -806,6 +847,10 @@ mod tests { .eval(&ctx, &mut ephemeral) .unwrap(); assert_eq!(DeltaQ::Outcome(res), outcome.parse("CDF[(7,1)]").unwrap()); + let res = DeltaQ::Name("f".into(), Some(0)) + .eval(&ctx, &mut ephemeral) + .unwrap(); + assert_eq!(DeltaQ::Outcome(res), outcome.parse("CDF[(0,1)]").unwrap()); ctx.put("f".to_owned(), "CDF[(1,1)] ->- f".parse().unwrap()); for i in 0..10 { diff --git a/delta_q/src/outcome.rs b/delta_q/src/outcome.rs index fbd00c0b..548c818b 100644 --- a/delta_q/src/outcome.rs +++ b/delta_q/src/outcome.rs @@ -19,6 +19,10 @@ impl Outcome { } } + pub fn top() -> Self { + Self::new(CDF::top()) + } + pub fn new_with_load(cdf: CDF, load: BTreeMap) -> Self { Self { cdf, load } } diff --git a/delta_q/src/render.rs b/delta_q/src/render.rs index cc2dd6b0..5c6da2d2 100644 --- a/delta_q/src/render.rs +++ b/delta_q/src/render.rs @@ -550,7 +550,7 @@ pub fn gossip(props: &GossipProps) -> Html { size, branching, cluster_coeff, - on_change, + on_change: _, } = props; let popup = use_state(|| false); From 7a85403f11fa46c626e38d2e6baff470c9215d6f Mon Sep 17 00:00:00 2001 From: Roland Kuhn Date: Sat, 2 Nov 2024 17:51:39 +0100 Subject: [PATCH 02/27] [delta_q] remove most stack recursion --- delta_q/src/bin/editor-web.rs | 38 +-- delta_q/src/cdf.rs | 8 +- delta_q/src/delta_q.rs | 558 ++++++++++++++++++++++++++-------- delta_q/src/lib.rs | 2 +- delta_q/src/parser.rs | 48 +-- delta_q/src/render.rs | 131 ++++---- delta_q/src/step_function.rs | 53 +++- 7 files changed, 583 insertions(+), 255 deletions(-) diff --git a/delta_q/src/bin/editor-web.rs b/delta_q/src/bin/editor-web.rs index 20bec0db..8728072c 100644 --- a/delta_q/src/bin/editor-web.rs +++ b/delta_q/src/bin/editor-web.rs @@ -6,12 +6,12 @@ macro_rules! cloned { } use delta_q::{ - CalcCdf, DeltaQ, DeltaQComponent, DeltaQContext, EphemeralContext, EvalCtxAction, + CalcCdf, DeltaQComponent, DeltaQContext, DeltaQExpr, EphemeralContext, EvalCtxAction, PersistentContext, StepFunction, }; use gloo_utils::window; use js_sys::Reflect; -use std::str::FromStr; +use std::{str::FromStr, sync::Arc}; use wasm_bindgen::{prelude::Closure, JsCast, JsValue}; use web_sys::{HtmlInputElement, HtmlTextAreaElement, MessageEvent, MessageEventInit}; use yew::{prelude::*, suspense::use_future_with}; @@ -104,9 +104,9 @@ fn app_main() -> HtmlResult { )?; let on_change = cloned!(ctx, epoch; - Callback::from(move |(name, dq): (String, Option)| { + Callback::from(move |(name, dq): (String, Option>)| { if let Some(dq) = dq { - ctx.dispatch(EvalCtxAction::Put(name.clone(), dq)); + ctx.dispatch(EvalCtxAction::Put(name.clone(), dq.into())); } else { ctx.dispatch(EvalCtxAction::Remove(name)); } @@ -143,9 +143,9 @@ fn app_main() -> HtmlResult { let constraint = ctx.constraint(&name); let check = (|| { let c = ctx.get(&constraint?)?; - let c = c.expand().ok()?.eval(&ctx, &mut cache).ok()?; + let c = c.eval(&ctx, &mut cache).ok()?; let n = ctx.get(&name)?; - let n = n.expand().ok()?.eval(&ctx, &mut cache).ok()?; + let n = n.eval(&ctx, &mut cache).ok()?; Some(n.cdf >= c.cdf) })(); let check = match check { @@ -170,7 +170,7 @@ fn app_main() -> HtmlResult { /> }
- { k }{ ": " } + { k }{ ": " }
} @@ -184,10 +184,12 @@ fn app_main() -> HtmlResult { let dq = selected.as_ref().and_then(|name| ctx.get(name)); // web_sys::console::log_1(&JsValue::from_str(&format!("{dq:?}"))); - let add_on_change = on_change.reform(cloned!(selected; move |x: (String, Option)| { - selected.set(Some(x.0.clone())); - x - })); + let add_on_change = on_change.reform( + cloned!(selected; move |x: (String, Option>)| { + selected.set(Some(x.0.clone())); + x + }), + ); Ok(html! {
@@ -200,7 +202,7 @@ fn app_main() -> HtmlResult {

{ "selected: " } { name }

context={DeltaQContext::new(&ctx, &name)}> - + >
} @@ -246,7 +248,7 @@ fn mk_graph_obj(name: &str, steps: &StepFunction) -> js_sys::Object { #[derive(Properties, PartialEq, Clone)] struct AddExpressionProps { - on_change: Callback<(String, Option)>, + on_change: Callback<(String, Option>)>, } #[function_component(AddExpression)] @@ -257,7 +259,7 @@ fn add_expression(props: &AddExpressionProps) -> HtmlResult { let on_submit = cloned!(name, on_change; Callback::from(move |e: SubmitEvent| { e.prevent_default(); name.set("".to_owned()); - on_change.emit(((*name).clone(), Some(DeltaQ::BlackBox))); + on_change.emit(((*name).clone(), Some(DeltaQExpr::BlackBox.into()))); })); let on_input = Callback::from(move |e: InputEvent| { name.set(e.target_unchecked_into::().value()) @@ -274,9 +276,9 @@ fn add_expression(props: &AddExpressionProps) -> HtmlResult { #[derive(Properties, PartialEq, Clone, Debug)] struct EditExpressionProps { name: String, - value: DeltaQ, + value: Arc, selected: bool, - on_change: Callback<(String, Option)>, + on_change: Callback<(String, Option>)>, } #[function_component(EditExpression)] @@ -298,9 +300,9 @@ fn edit_expression(props: &EditExpressionProps) -> HtmlResult { let on_input = cloned!(buffer, value, result; Callback::from(move |e: InputEvent| { let v = e.target_unchecked_into::().value(); buffer.set(v.clone()); - match v.parse::() { + match v.parse::() { Ok(dq) => { - value.set(dq); + value.set(dq.into()); result.set("OK".to_owned()); } Err(e) => { diff --git a/delta_q/src/cdf.rs b/delta_q/src/cdf.rs index 17c0ed06..544e57b5 100644 --- a/delta_q/src/cdf.rs +++ b/delta_q/src/cdf.rs @@ -2,7 +2,7 @@ use crate::{step_function::PairIterators, CompactionMode, StepFunction, StepFunc use itertools::Itertools; use std::{fmt, str::FromStr}; -#[derive(Debug, PartialEq)] +#[derive(Debug, Clone, Copy, PartialEq)] pub enum CDFError { InvalidDataRange, NonMonotonicData, @@ -95,6 +95,12 @@ impl CDF { Self::from_steps(&[(0.0, 1.0)]).unwrap() } + pub fn bottom() -> Self { + Self { + steps: StepFunction::zero(), + } + } + /// Create a CDF from a step function. /// /// This validates that the y-values are in the range (0, 1] and are strictly monotonically increasing. diff --git a/delta_q/src/delta_q.rs b/delta_q/src/delta_q.rs index 78c08877..3e34a777 100644 --- a/delta_q/src/delta_q.rs +++ b/delta_q/src/delta_q.rs @@ -1,13 +1,14 @@ use crate::{parser::eval_ctx, CDFError, CompactionMode, Outcome, CDF, DEFAULT_MAX_SIZE}; use smallstr::SmallString; use std::{ + cell::{Cell, OnceCell, RefCell}, collections::BTreeMap, fmt::{self, Display}, str::FromStr, - sync::Arc, + sync::{Arc, OnceLock}, }; -#[derive(Debug, PartialEq)] +#[derive(Debug, Clone, PartialEq)] pub enum DeltaQError { CDFError(CDFError), NameError(Name), @@ -173,7 +174,15 @@ impl Default for LoadUpdate { /// A DeltaQ is a representation of a probability distribution that can be /// manipulated in various ways. #[derive(Debug, Clone, PartialEq, serde::Serialize, serde::Deserialize)] -pub enum DeltaQ { +pub struct DeltaQ { + #[serde(with = "delta_q_serde")] + expr: Arc, + #[serde(skip)] + expanded: OnceCell, DeltaQError>>, +} + +#[derive(Debug, Clone, PartialEq, serde::Serialize, serde::Deserialize)] +pub enum DeltaQExpr { /// Un unelaborated and unknown DeltaQ. BlackBox, /// A named DeltaQ taken from the context, with an optional recursion allowance. @@ -182,32 +191,32 @@ pub enum DeltaQ { Outcome(Outcome), /// The convolution of two DeltaQs, describing the sequential execution of two outcomes. Seq( - #[serde(with = "delta_q_serde")] Arc, + #[serde(with = "delta_q_serde")] Arc, LoadUpdate, - #[serde(with = "delta_q_serde")] Arc, + #[serde(with = "delta_q_serde")] Arc, ), /// A choice between two DeltaQs (i.e. their outcomes), with a given weight of each. Choice( - #[serde(with = "delta_q_serde")] Arc, + #[serde(with = "delta_q_serde")] Arc, f32, - #[serde(with = "delta_q_serde")] Arc, + #[serde(with = "delta_q_serde")] Arc, f32, ), /// A DeltaQ that is the result of a universal quantification over two DeltaQs, /// meaning that both outcomes must occur. ForAll( - #[serde(with = "delta_q_serde")] Arc, - #[serde(with = "delta_q_serde")] Arc, + #[serde(with = "delta_q_serde")] Arc, + #[serde(with = "delta_q_serde")] Arc, ), /// A DeltaQ that is the result of an existential quantification over two DeltaQs, /// meaning that at least one of the outcomes must occur. ForSome( - #[serde(with = "delta_q_serde")] Arc, - #[serde(with = "delta_q_serde")] Arc, + #[serde(with = "delta_q_serde")] Arc, + #[serde(with = "delta_q_serde")] Arc, ), Gossip { #[serde(with = "delta_q_serde")] - hop: Arc, + hop: Arc, size: f32, branching: f32, cluster_coeff: f32, @@ -215,33 +224,39 @@ pub enum DeltaQ { } mod delta_q_serde { - use super::DeltaQ; + use super::DeltaQExpr; use serde::{Deserialize, Serialize}; use std::sync::Arc; - pub(super) fn serialize(this: &Arc, serializer: S) -> Result + pub(super) fn serialize(this: &Arc, serializer: S) -> Result where S: serde::Serializer, { (**this).serialize(serializer) } - pub(super) fn deserialize<'de, D>(deserializer: D) -> Result, D::Error> + pub(super) fn deserialize<'de, D>(deserializer: D) -> Result, D::Error> where D: serde::Deserializer<'de>, { - let delta_q = DeltaQ::deserialize(deserializer)?; + let delta_q = DeltaQExpr::deserialize(deserializer)?; Ok(Arc::new(delta_q)) } } impl Display for DeltaQ { fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { - self.display(f, false) + DeltaQ::display(&self.expr, f, false) } } -impl FromStr for DeltaQ { +impl Display for DeltaQExpr { + fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { + DeltaQ::display(&Arc::new(self.clone()), f, false) + } +} + +impl FromStr for DeltaQExpr { type Err = String; fn from_str(s: &str) -> Result { @@ -249,142 +264,355 @@ impl FromStr for DeltaQ { } } +impl FromStr for DeltaQ { + type Err = String; + + fn from_str(s: &str) -> Result { + Ok(DeltaQ::from(DeltaQExpr::from_str(s)?)) + } +} + +impl From for DeltaQ { + fn from(expr: DeltaQExpr) -> Self { + DeltaQ { + expr: Arc::new(expr), + expanded: OnceCell::new(), + } + } +} + +impl From> for DeltaQ { + fn from(expr: Arc) -> Self { + DeltaQ { + expr, + expanded: OnceCell::new(), + } + } +} + +// dropping is stack recursive, so vulnerable to stack overflow +// hence we carefully trampoline dropping it in chunks +impl Drop for DeltaQExpr { + fn drop(&mut self) { + thread_local! { + static DROP_STACK: RefCell>> = RefCell::new(Vec::new()); + static DEPTH: Cell = Cell::new(0); + static DROP: Cell = Cell::new(false); + } + + if DROP.get() { + // just remove the custom drop logic exactly once; the contained data need to be dropped normally again + DROP.set(false); + return; + } + + let depth = DEPTH.get(); + DEPTH.set(depth + 1); + + // replace such that the meaty part can actually be dropped before incrementing DEPTH again + let expr = std::mem::replace(self, DeltaQExpr::BlackBox); + match &expr { + DeltaQExpr::BlackBox | DeltaQExpr::Name(..) | DeltaQExpr::Outcome(..) => {} + DeltaQExpr::Seq(l, _, r) => { + save(depth, l); + save(depth, r); + } + DeltaQExpr::Choice(l, _, r, _) => { + save(depth, l); + save(depth, r); + } + DeltaQExpr::ForAll(l, r) => { + save(depth, l); + save(depth, r); + } + DeltaQExpr::ForSome(l, r) => { + save(depth, l); + save(depth, r); + } + DeltaQExpr::Gossip { hop, .. } => save(depth, hop), + }; + // switch off special handling for this particular DeltaQExpr + DROP.set(true); + drop(expr); + + if depth == 1 { + while let Some(expr) = DROP_STACK.with(|stack| stack.borrow_mut().pop()) { + std::mem::drop(expr); + } + } + DEPTH.set(depth); + + fn save(depth: usize, expr: &Arc) { + if depth > 100 { + // retain one more refcount so that it will only be dropped in the `while` loop above + DROP_STACK.with(|stack| stack.borrow_mut().push(expr.clone())); + } + } + } +} + impl DeltaQ { pub fn top() -> DeltaQ { - DeltaQ::Outcome(Outcome::top()) + static TOP: OnceLock> = OnceLock::new(); + + let expr = TOP + .get_or_init(|| Arc::new(DeltaQExpr::Outcome(Outcome::top()))) + .clone(); + let expanded = OnceCell::new(); + expanded.set(Ok(expr.clone())).unwrap(); + DeltaQ { expr, expanded } + } + + pub fn expr(&self) -> &DeltaQExpr { + &self.expr + } + + pub fn arc(&self) -> Arc { + self.expr.clone() } /// Create a new DeltaQ from a name, referencing a variable. pub fn name(name: &str) -> DeltaQ { - DeltaQ::Name(name.into(), None) + DeltaQ { + expr: Arc::new(DeltaQExpr::Name(name.into(), None)), + expanded: OnceCell::new(), + } } pub fn name_rec(name: &str, rec: Option) -> DeltaQ { - DeltaQ::Name(name.into(), rec) + DeltaQ { + expr: Arc::new(DeltaQExpr::Name(name.into(), rec)), + expanded: OnceCell::new(), + } } /// Create a new DeltaQ from a CDF. pub fn cdf(cdf: CDF) -> DeltaQ { - DeltaQ::Outcome(Outcome::new(cdf)) + DeltaQ { + expr: Arc::new(DeltaQExpr::Outcome(Outcome::new(cdf))), + expanded: OnceCell::new(), + } } /// Create a new DeltaQ from the convolution of two DeltaQs. - pub fn seq(first: DeltaQ, second: DeltaQ) -> DeltaQ { - DeltaQ::Seq(Arc::new(first), LoadUpdate::default(), Arc::new(second)) + pub fn seq(first: DeltaQ, load: LoadUpdate, second: DeltaQ) -> DeltaQ { + DeltaQ { + expr: Arc::new(DeltaQExpr::Seq(first.expr, load, second.expr)), + expanded: OnceCell::new(), + } } /// Create a new DeltaQ from a choice between two DeltaQs. pub fn choice(first: DeltaQ, first_weight: f32, second: DeltaQ, second_weight: f32) -> DeltaQ { - DeltaQ::Choice( - Arc::new(first), - first_weight, - Arc::new(second), - second_weight, - ) + DeltaQ { + expr: Arc::new(DeltaQExpr::Choice( + first.expr, + first_weight, + second.expr, + second_weight, + )), + expanded: OnceCell::new(), + } } /// Create a new DeltaQ from a universal quantification over two DeltaQs. pub fn for_all(first: DeltaQ, second: DeltaQ) -> DeltaQ { - DeltaQ::ForAll(Arc::new(first), Arc::new(second)) + DeltaQ { + expr: Arc::new(DeltaQExpr::ForAll(first.expr, second.expr)), + expanded: OnceCell::new(), + } } /// Create a new DeltaQ from an existential quantification over two DeltaQs. pub fn for_some(first: DeltaQ, second: DeltaQ) -> DeltaQ { - DeltaQ::ForSome(Arc::new(first), Arc::new(second)) + DeltaQ { + expr: Arc::new(DeltaQExpr::ForSome(first.expr, second.expr)), + expanded: OnceCell::new(), + } } - fn display(&self, f: &mut fmt::Formatter<'_>, parens: bool) -> fmt::Result { - match self { - DeltaQ::BlackBox => { + fn display(this: &Arc, f: &mut fmt::Formatter<'_>, parens: bool) -> fmt::Result { + match &**this { + DeltaQExpr::BlackBox => { write!(f, "BB") } - DeltaQ::Name(name, rec) => { + DeltaQExpr::Name(name, rec) => { if let Some(rec) = rec { write!(f, "{}^{}", name, rec) } else { write!(f, "{}", name) } } - DeltaQ::Outcome(outcome) => { + DeltaQExpr::Outcome(outcome) => { write!(f, "{}", outcome) } - DeltaQ::Seq(first, load, second) => { + DeltaQExpr::Seq(first, load, second) => { if parens { write!(f, "(")?; } - first.display(f, true)?; + DeltaQ::display(first, f, true)?; write!(f, " ->-{load} ")?; - second.display(f, !matches!(**second, DeltaQ::Seq { .. }))?; + DeltaQ::display(second, f, !matches!(**second, DeltaQExpr::Seq { .. }))?; if parens { write!(f, ")")?; } Ok(()) } - DeltaQ::Choice(first, first_weight, second, second_weight) => { + DeltaQExpr::Choice(first, first_weight, second, second_weight) => { if parens { write!(f, "(")?; } - first.display(f, !matches!(**first, DeltaQ::Seq { .. }))?; + DeltaQ::display(first, f, !matches!(**first, DeltaQExpr::Seq { .. }))?; write!(f, " {}<>{} ", first_weight, second_weight)?; - second.display( + DeltaQ::display( + second, f, - !matches!(**second, DeltaQ::Seq { .. } | DeltaQ::Choice { .. }), + !matches!(**second, DeltaQExpr::Seq { .. } | DeltaQExpr::Choice { .. }), )?; if parens { write!(f, ")")?; } Ok(()) } - DeltaQ::ForAll(first, second) => { - write!(f, "∀({} | {})", first, second) + DeltaQExpr::ForAll(first, second) => { + write!(f, "∀(")?; + DeltaQ::display(first, f, true)?; + write!(f, " | ")?; + DeltaQ::display(second, f, false)?; + write!(f, ")") } - DeltaQ::ForSome(first, second) => { - write!(f, "∃({} | {})", first, second) + DeltaQExpr::ForSome(first, second) => { + write!(f, "∃(")?; + DeltaQ::display(first, f, true)?; + write!(f, " | ")?; + DeltaQ::display(second, f, false)?; + write!(f, ")") } - DeltaQ::Gossip { + DeltaQExpr::Gossip { hop, size, branching, cluster_coeff, } => { - write!( - f, - "gossip({}, {}, {}, {})", - hop, size, branching, cluster_coeff - ) + write!(f, "gossip(")?; + DeltaQ::display(hop, f, true)?; + write!(f, ", {}, {}, {})", size, branching, cluster_coeff) } } } - pub fn expand(&self) -> Result { - // recursively expand gossip, depth first - match self { - DeltaQ::BlackBox | DeltaQ::Name(..) | DeltaQ::Outcome(_) => Ok(self.clone()), - DeltaQ::Seq(first, load, second) => Ok(DeltaQ::Seq( - Arc::new(first.expand()?), - *load, - Arc::new(second.expand()?), - )), - DeltaQ::Choice(first, first_weight, second, second_weight) => Ok(DeltaQ::choice( - first.expand()?, - *first_weight, - second.expand()?, - *second_weight, - )), - DeltaQ::ForAll(first, second) => Ok(DeltaQ::for_all(first.expand()?, second.expand()?)), - DeltaQ::ForSome(first, second) => { - Ok(DeltaQ::for_some(first.expand()?, second.expand()?)) + fn expanded(&self) -> Result<&DeltaQExpr, DeltaQError> { + self.expanded + .get_or_init(|| self.expand()) + .as_deref() + .map_err(|e| e.clone()) + } + + fn expand(&self) -> Result, DeltaQError> { + #[derive(Debug)] + enum Op<'a> { + Expand(&'a Arc), + AssembleSeq(&'a Arc, LoadUpdate), + AssembleChoice(&'a Arc, f32, f32), + AssembleForAll(&'a Arc), + AssembleForSome(&'a Arc), + ExpandGossip(f32, f32, f32), + } + + let mut op_stack = Vec::new(); + let mut res_stack = Vec::new(); + + op_stack.push(Op::Expand(&self.expr)); + + while let Some(op) = op_stack.pop() { + match op { + Op::Expand(delta_q) => match &**delta_q { + DeltaQExpr::BlackBox | DeltaQExpr::Name(..) | DeltaQExpr::Outcome(_) => { + res_stack.push(delta_q.clone()); + } + DeltaQExpr::Seq(first, load, second) => { + op_stack.push(Op::AssembleSeq(delta_q, *load)); + op_stack.push(Op::Expand(second)); + op_stack.push(Op::Expand(first)); + } + DeltaQExpr::Choice(first, w1, second, w2) => { + op_stack.push(Op::AssembleChoice(delta_q, *w1, *w2)); + op_stack.push(Op::Expand(second)); + op_stack.push(Op::Expand(first)); + } + DeltaQExpr::ForAll(first, second) => { + op_stack.push(Op::AssembleForAll(delta_q)); + op_stack.push(Op::Expand(second)); + op_stack.push(Op::Expand(first)); + } + DeltaQExpr::ForSome(first, second) => { + op_stack.push(Op::AssembleForSome(delta_q)); + op_stack.push(Op::Expand(second)); + op_stack.push(Op::Expand(first)); + } + DeltaQExpr::Gossip { + hop, + size, + branching, + cluster_coeff, + } => { + op_stack.push(Op::ExpandGossip(*size, *branching, *cluster_coeff)); + op_stack.push(Op::Expand(hop)); + } + }, + Op::AssembleSeq(delta_q, load) => { + let second = res_stack.pop().unwrap(); + let first = res_stack.pop().unwrap(); + let expanded = DeltaQExpr::Seq(first, load, second); + if expanded == **delta_q { + res_stack.push(delta_q.clone()); + } else { + res_stack.push(Arc::new(expanded)); + } + } + Op::AssembleChoice(delta_q, w1, w2) => { + let second = res_stack.pop().unwrap(); + let first = res_stack.pop().unwrap(); + let expanded = DeltaQExpr::Choice(first, w1, second, w2); + if expanded == **delta_q { + res_stack.push(delta_q.clone()); + } else { + res_stack.push(Arc::new(expanded)); + } + } + Op::AssembleForAll(delta_q) => { + let second = res_stack.pop().unwrap(); + let first = res_stack.pop().unwrap(); + let expanded = DeltaQExpr::ForAll(first, second); + if expanded == **delta_q { + res_stack.push(delta_q.clone()); + } else { + res_stack.push(Arc::new(expanded)); + } + } + Op::AssembleForSome(delta_q) => { + let second = res_stack.pop().unwrap(); + let first = res_stack.pop().unwrap(); + let expanded = DeltaQExpr::ForSome(first, second); + if expanded == **delta_q { + res_stack.push(delta_q.clone()); + } else { + res_stack.push(Arc::new(expanded)); + } + } + Op::ExpandGossip(size, branching, cluster_coeff) => { + let hop = res_stack.pop().unwrap(); + let expanded = expand_gossip(&hop, size, branching, cluster_coeff)?; + res_stack.push(expanded.expr); + } } - DeltaQ::Gossip { - hop, - size, - branching, - cluster_coeff, - } => { - let hop = hop.expand()?; - expand_gossip(&hop, *size, *branching, *cluster_coeff) + if std::mem::size_of_val(&op_stack[..]) > 1_000_000 { + return Err(DeltaQError::TooManySteps); } } + + assert_eq!(res_stack.len(), 1); + Ok(res_stack.pop().unwrap()) } pub fn eval( @@ -399,7 +627,7 @@ impl DeltaQ { #[derive(Debug)] enum Op<'a> { /// Evaluate a DeltaQ with the given load factor and push the result on the result stack - Eval(&'a DeltaQ, f32), + Eval(&'a DeltaQExpr, f32), /// construct a sequence from the top two results on the result stack Seq, /// construct a choice from the top two results on the result stack @@ -412,20 +640,22 @@ impl DeltaQ { EndRec(&'a Name), /// increment recursion allowance IncAllowance(&'a Name), + /// cache an outcome + Cache(&'a Name), } let mut op_stack = Vec::new(); let mut res_stack = Vec::::new(); // Start with the initial DeltaQ - op_stack.push(Op::Eval(self, 1.0)); + op_stack.push(Op::Eval(self.expanded()?, 1.0)); while let Some(op) = op_stack.pop() { match op { Op::Eval(dq, load_factor) => { match dq { - DeltaQ::BlackBox => return Err(DeltaQError::BlackBox), - DeltaQ::Name(n, r) => { + DeltaQExpr::BlackBox => return Err(DeltaQError::BlackBox), + DeltaQExpr::Name(n, r) => { // recursion is only allowed if not yet recursing on this name or there is an existing allowance // which means that a new allowance leads to error if there is an existing one (this would permit // infinite recursion) @@ -469,7 +699,9 @@ impl DeltaQ { } // Check cache - if load_factor == 1.0 { + let use_cache = + matches!(ephemeral.rec.get(n), Some(None)) && load_factor == 1.0; + if use_cache { if let Some(cached_outcome) = ephemeral.cache.get(n) { res_stack.push(cached_outcome.clone()); continue; @@ -480,34 +712,37 @@ impl DeltaQ { let Some((dq, _constraint)) = ctx.ctx.get(n) else { return Err(DeltaQError::NameError(n.to_owned())); }; - op_stack.push(Op::Eval(dq, load_factor)); + if use_cache { + op_stack.push(Op::Cache(n)); + } + op_stack.push(Op::Eval(dq.expanded()?, load_factor)); } - DeltaQ::Outcome(outcome) => { + DeltaQExpr::Outcome(outcome) => { res_stack.push(outcome.mult(load_factor, ctx)); } - DeltaQ::Seq(first, load, second) => { + DeltaQExpr::Seq(first, load, second) => { op_stack.push(Op::Seq); // evaluate second after first op_stack .push(Op::Eval(second, load_factor * load.factor + load.summand)); op_stack.push(Op::Eval(first, load_factor)); } - DeltaQ::Choice(first, w1, second, w2) => { + DeltaQExpr::Choice(first, w1, second, w2) => { op_stack.push(Op::Choice(*w1, *w2)); op_stack.push(Op::Eval(second, load_factor)); op_stack.push(Op::Eval(first, load_factor)); } - DeltaQ::ForAll(first, second) => { + DeltaQExpr::ForAll(first, second) => { op_stack.push(Op::ForAll); op_stack.push(Op::Eval(second, load_factor)); op_stack.push(Op::Eval(first, load_factor)); } - DeltaQ::ForSome(first, second) => { + DeltaQExpr::ForSome(first, second) => { op_stack.push(Op::ForSome); op_stack.push(Op::Eval(second, load_factor)); op_stack.push(Op::Eval(first, load_factor)); } - DeltaQ::Gossip { .. } => panic!("gossip not expanded"), + DeltaQExpr::Gossip { .. } => panic!("gossip not expanded"), } } Op::Seq => { @@ -538,6 +773,14 @@ impl DeltaQ { *rec += 1; } } + Op::Cache(n) => { + ephemeral + .cache + .insert(n.clone(), res_stack.last().unwrap().clone()); + } + } + if std::mem::size_of_val(&op_stack[..]) > 1_000_000 { + return Err(DeltaQError::TooManySteps); } } @@ -548,7 +791,7 @@ impl DeltaQ { // assume that gossiping to a node that already has been reached is free pub fn expand_gossip( - hop: &DeltaQ, + hop: &DeltaQExpr, size: f32, branching: f32, cluster_coeff: f32, @@ -580,38 +823,37 @@ pub fn expand_gossip( break; } } - web_sys::console::log_1(&format!("step: {prev} -> {remaining}").into()); steps.push((prev - remaining, remaining)); - if steps.len() > 100 { + if steps.len() > 10_000 { return Err(DeltaQError::TooManySteps); } } - let mut ret = DeltaQ::BlackBox; + let mut ret = Arc::new(DeltaQExpr::BlackBox); for (step, remaining) in steps.into_iter().rev() { if remaining > 1.0 { - ret = DeltaQ::Seq( + ret = Arc::new(DeltaQExpr::Seq( Arc::new(hop.clone()), LoadUpdate::new(cluster_branch, 0.0), - Arc::new(DeltaQ::choice(DeltaQ::top(), step, ret, remaining)), - ); + Arc::new(DeltaQExpr::Choice(DeltaQ::top().expr, step, ret, remaining)), + )); } else { - ret = hop.clone(); + ret = Arc::new(hop.clone()); } } - Ok(DeltaQ::Seq( - Arc::new(DeltaQ::top()), + Ok(DeltaQExpr::Seq( + DeltaQ::top().expr, LoadUpdate::new(branching, 0.0), - Arc::new(DeltaQ::choice(DeltaQ::top(), 1.0, ret, size - 1.0)), - )) + Arc::new(DeltaQExpr::Choice(DeltaQ::top().expr, 1.0, ret, size - 1.0)), + ) + .into()) } // Define the new EphemeralContext struct pub struct EphemeralContext { pub rec: BTreeMap>, pub cache: BTreeMap, - pub expanded: BTreeMap, } impl Default for EphemeralContext { @@ -619,7 +861,6 @@ impl Default for EphemeralContext { Self { rec: Default::default(), cache: Default::default(), - expanded: Default::default(), } } } @@ -653,7 +894,7 @@ mod tests { fn test_display_seq() { let dq1 = DeltaQ::name("A"); let dq2 = DeltaQ::name("B"); - let seq = DeltaQ::seq(dq1, dq2); + let seq = DeltaQ::seq(dq1, LoadUpdate::default(), dq2); assert_eq!(seq.to_string(), "A ->- B"); assert_eq!(seq, "A ->- B".parse().unwrap()); } @@ -690,7 +931,11 @@ mod tests { let dq1 = DeltaQ::name("A"); let dq2 = DeltaQ::name("B"); let dq3 = DeltaQ::name("C"); - let nested_seq = DeltaQ::seq(dq1, DeltaQ::seq(dq2, dq3)); + let nested_seq = DeltaQ::seq( + dq1, + LoadUpdate::default(), + DeltaQ::seq(dq2, LoadUpdate::default(), dq3), + ); assert_eq!(nested_seq.to_string(), "A ->- B ->- C"); assert_eq!(nested_seq, "A ->- (B ->- C)".parse().unwrap()); assert_eq!(nested_seq, "A ->- B ->- C".parse().unwrap()); @@ -713,7 +958,10 @@ mod tests { let dq2 = DeltaQ::name("B"); let dq3 = DeltaQ::name("C"); let dq4 = DeltaQ::name("D"); - let nested_for_all = DeltaQ::for_all(DeltaQ::for_all(dq1, dq2), DeltaQ::seq(dq3, dq4)); + let nested_for_all = DeltaQ::for_all( + DeltaQ::for_all(dq1, dq2), + DeltaQ::seq(dq3, LoadUpdate::default(), dq4), + ); assert_eq!(nested_for_all.to_string(), "∀(∀(A | B) | C ->- D)"); assert_eq!(nested_for_all, "∀(∀(A | B) | C ->- D)".parse().unwrap()); } @@ -744,28 +992,44 @@ mod tests { DeltaQ::choice( DeltaQ::name("single"), 1.0, - DeltaQ::seq(DeltaQ::name("single"), DeltaQ::name("single")), + DeltaQ::seq( + DeltaQ::name("single"), + LoadUpdate::default(), + DeltaQ::name("single"), + ), 100.0, ), "model3".to_owned() => DeltaQ::choice( DeltaQ::name("single"), 1.0, - DeltaQ::seq(DeltaQ::name("single"), DeltaQ::name("model2")), + DeltaQ::seq( + DeltaQ::name("single"), + LoadUpdate::default(), + DeltaQ::name("model2"), + ), 100.0, ), "model4".to_owned() => DeltaQ::choice( DeltaQ::name("single"), 1.0, - DeltaQ::seq(DeltaQ::name("single"), DeltaQ::name("model3")), + DeltaQ::seq( + DeltaQ::name("single"), + LoadUpdate::default(), + DeltaQ::name("model3"), + ), 100.0, ), "model5".to_owned() => DeltaQ::choice( DeltaQ::name("single"), 1.0, - DeltaQ::seq(DeltaQ::name("single"), DeltaQ::name("model4")), + DeltaQ::seq( + DeltaQ::name("single"), + LoadUpdate::default(), + DeltaQ::name("model4"), + ), 100.0, ), }; @@ -782,7 +1046,11 @@ mod tests { DeltaQ::choice( DeltaQ::name("base"), 1.0, - DeltaQ::seq(DeltaQ::name("base"), DeltaQ::name("recursive")), + DeltaQ::seq( + DeltaQ::name("base"), + LoadUpdate::default(), + DeltaQ::name("recursive"), + ), 1.0, ), "base".to_owned() => DeltaQ::cdf(CDF::new(&[0.0, 0.5, 1.0], 1.0).unwrap()), @@ -816,22 +1084,22 @@ mod tests { StepFunction::new(&[(0.0, 12.0), (1.5, 0.0)]).unwrap(), ); assert_eq!( - DeltaQ::Outcome(expected), + DeltaQExpr::Outcome(expected), "CDF[(1, 0.1), (2, 0.3)] WITH metric[(0, 12), (1.5, 0)]" - .parse::() + .parse::() .unwrap() ); } #[test] fn parse_load_update() { - let res = "BB ->-*3+4 BB".parse::().unwrap(); + let res = "BB ->-*3+4 BB".parse::().unwrap(); assert_eq!( res, - DeltaQ::Seq( - Arc::new(DeltaQ::BlackBox), + DeltaQExpr::Seq( + Arc::new(DeltaQExpr::BlackBox), LoadUpdate::new(3.0, 4.0), - Arc::new(DeltaQ::BlackBox) + Arc::new(DeltaQExpr::BlackBox) ) ); assert_eq!(res.to_string(), "BB ->-×3+4 BB"); @@ -843,22 +1111,28 @@ mod tests { let mut ephemeral = EphemeralContext::default(); ctx.put("f".to_owned(), "CDF[(1,1)] ->- f ->- f".parse().unwrap()); - let res = DeltaQ::Name("f".into(), Some(3)) + let res = DeltaQ::name_rec("f", Some(3)) .eval(&ctx, &mut ephemeral) .unwrap(); - assert_eq!(DeltaQ::Outcome(res), outcome.parse("CDF[(7,1)]").unwrap()); - let res = DeltaQ::Name("f".into(), Some(0)) + assert_eq!( + DeltaQExpr::Outcome(res), + outcome.parse("CDF[(7,1)]").unwrap() + ); + let res = DeltaQ::name_rec("f", Some(0)) .eval(&ctx, &mut ephemeral) .unwrap(); - assert_eq!(DeltaQ::Outcome(res), outcome.parse("CDF[(0,1)]").unwrap()); + assert_eq!( + DeltaQExpr::Outcome(res), + outcome.parse("CDF[(0,1)]").unwrap() + ); ctx.put("f".to_owned(), "CDF[(1,1)] ->- f".parse().unwrap()); for i in 0..10 { - let res = DeltaQ::Name("f".into(), Some(i)) + let res = DeltaQ::name_rec("f", Some(i)) .eval(&ctx, &mut ephemeral) .unwrap(); assert_eq!( - DeltaQ::Outcome(res), + DeltaQExpr::Outcome(res), outcome.parse(&format!("CDF[({i},1)]")).unwrap() ); } @@ -873,7 +1147,7 @@ mod tests { .parse() .unwrap(), ); - let res = DeltaQ::Name("out".into(), Some(1)) + let res = DeltaQ::name_rec("out", Some(1)) .eval(&ctx, &mut ephemeral) .unwrap(); assert_eq!( @@ -960,11 +1234,11 @@ mod tests { "net".into(), StepFunction::new(&[(0.0, 12.0), (1.0, 0.0)]).unwrap(), ); - let dq = DeltaQ::Seq( - Arc::new(DeltaQ::Outcome(outcome.clone())), + let dq = DeltaQ::from(DeltaQExpr::Seq( + Arc::new(DeltaQExpr::Outcome(outcome.clone())), LoadUpdate::new(2.0, 0.0), - Arc::new(DeltaQ::Outcome(outcome)), - ); + Arc::new(DeltaQExpr::Outcome(outcome)), + )); assert_eq!(dq.to_string(), "CDF[(1.5, 0.1)] WITH net[(0, 12), (1, 0)] ->-×2 CDF[(1.5, 0.1)] WITH net[(0, 12), (1, 0)]"); let ctx = PersistentContext::default(); let mut ephemeral = EphemeralContext::default(); @@ -1036,4 +1310,26 @@ mod tests { WITH b[(2, 1.12), (3, 4.48), (4, 5.88), (5, 2.52), (6, 0)] \ WITH common[(0.1, 3), (0.8, 0), (1.1, 2.4), (1.8, 0), (2.1, 3.6), (2.2, 3.712), (2.8, 0.112), (3.2, 0.56), (3.5, 0.336), (4.2, 0.924), (4.5, 0.252), (5.2, 0.504), (5.5, 0)]"); } + + #[test] + fn test_gossip() { + let ctx: PersistentContext = "diffuse := gossip(hop, 3000, 1, 0) + hop := CDF[(1, 1)] WITH net[(0, 1), (1, 0)]" + .parse() + .unwrap(); + let diffuse = ctx.eval("diffuse").unwrap(); + assert_eq!(diffuse.to_string(), "\ + CDF[(0, 0.00033), (1, 0.00067), (2, 0.00133), (3, 0.00266), (4, 0.00532), (5, 0.01062), (6, 0.02112), (7, 0.04147), (8, 0.0803), (9, 0.15133), (10, 0.27057), \ + (11, 0.44361), (12, 0.64306), (13, 0.81241), (14, 0.91678), (15, 0.96674), (16, 0.98736), (17, 0.99529), (18, 0.99826), (19, 0.99936), (20, 1)] \ + WITH net[(0, 0.99967), (1, 0.99933), (2, 0.99867), (3, 0.99734), (4, 0.99468), (5, 0.98938), (6, 0.97888), (7, 0.95853), (8, 0.9197), (9, 0.84867), (10, 0.72943), \ + (11, 0.55639), (12, 0.35694), (13, 0.18759), (14, 0.08322), (15, 0.03326), (16, 0.01264), (17, 0.00471), (18, 0.00174), (19, 0.00064), (20, 0)]"); + + let ctx: PersistentContext = "diffuse := gossip(hop, 3000, 1, 0.99) + hop := CDF[(1, 1)] WITH net[(0, 1), (1, 0)]" + .parse() + .unwrap(); + let diffuse = ctx.eval("diffuse").unwrap(); + assert_eq!(diffuse.cdf.iter().count(), 1000); + assert!(diffuse.cdf.steps().at(1200.0) > 0.95); + } } diff --git a/delta_q/src/lib.rs b/delta_q/src/lib.rs index 638e1cd1..b352700c 100644 --- a/delta_q/src/lib.rs +++ b/delta_q/src/lib.rs @@ -16,7 +16,7 @@ mod step_function; pub use agent::CalcCdf; pub use cdf::{CDFError, CDF}; -pub use delta_q::{DeltaQ, EphemeralContext, PersistentContext}; +pub use delta_q::{DeltaQ, DeltaQExpr, EphemeralContext, PersistentContext}; pub use outcome::Outcome; pub use render::{DeltaQComponent, DeltaQContext, EvalCtxAction}; pub use step_function::{CompactionMode, StepFunction, StepFunctionError, DEFAULT_MAX_SIZE}; diff --git a/delta_q/src/parser.rs b/delta_q/src/parser.rs index 79eeef22..44bc8643 100644 --- a/delta_q/src/parser.rs +++ b/delta_q/src/parser.rs @@ -1,6 +1,6 @@ use crate::{ delta_q::{LoadUpdate, Name}, - DeltaQ, Outcome, PersistentContext, StepFunction, CDF, + DeltaQ, DeltaQExpr, Outcome, PersistentContext, StepFunction, CDF, }; use std::sync::Arc; use winnow::{ @@ -30,9 +30,9 @@ pub fn eval_ctx(input: &str) -> Result { .map_err(|e| format!("{e}")) } -impl<'a> Accumulate<((&'a str, Option<&'a str>), DeltaQ)> for PersistentContext { - fn accumulate(&mut self, ((name, constraint), dq): ((&'a str, Option<&'a str>), DeltaQ)) { - self.put(name.to_owned(), dq); +impl<'a> Accumulate<((&'a str, Option<&'a str>), DeltaQExpr)> for PersistentContext { + fn accumulate(&mut self, ((name, constraint), dq): ((&'a str, Option<&'a str>), DeltaQExpr)) { + self.put(name.to_owned(), DeltaQ::from(dq)); if let Some(constraint) = constraint { self.set_constraint(name, Some(constraint.into())); } @@ -43,13 +43,13 @@ impl<'a> Accumulate<((&'a str, Option<&'a str>), DeltaQ)> for PersistentContext } } -pub fn parse(input: &str) -> Result { +pub fn parse(input: &str) -> Result { delta_q.parse(input).map_err(|e| format!("{e}")) } -fn delta_q(input: &mut &str) -> PResult { +fn delta_q(input: &mut &str) -> PResult { // https://matklad.github.io/2020/04/13/simple-but-powerful-pratt-parsing.html - fn rec(input: &mut &str, min_bp: u8) -> PResult { + fn rec(input: &mut &str, min_bp: u8) -> PResult { let mut lhs = atom.parse_next(input)?; loop { @@ -71,9 +71,9 @@ fn delta_q(input: &mut &str) -> PResult { let rhs = rec(input, rbp)?; lhs = match op { Op::Seq { mult, add } => { - DeltaQ::Seq(Arc::new(lhs), LoadUpdate::new(mult, add), Arc::new(rhs)) + DeltaQExpr::Seq(Arc::new(lhs), LoadUpdate::new(mult, add), Arc::new(rhs)) } - Op::Choice(l, r) => DeltaQ::Choice(Arc::new(lhs), l, Arc::new(rhs), r), + Op::Choice(l, r) => DeltaQExpr::Choice(Arc::new(lhs), l, Arc::new(rhs), r), }; } Ok(lhs) @@ -91,7 +91,7 @@ fn op_seq(input: &mut &str) -> PResult<(f32, f32)> { .parse_next(input) } -fn atom(input: &mut &str) -> PResult { +fn atom(input: &mut &str) -> PResult { delimited( ws, alt(( @@ -120,24 +120,24 @@ fn ws(input: &mut &str) -> PResult<()> { .parse_next(input) } -fn blackbox(input: &mut &str) -> PResult { - "BB".value(DeltaQ::BlackBox).parse_next(input) +fn blackbox(input: &mut &str) -> PResult { + "BB".value(DeltaQExpr::BlackBox).parse_next(input) } fn name_bare<'a>(input: &mut &'a str) -> PResult<&'a str> { take_while(1.., |c: char| c.is_alphanumeric()).parse_next(input) } -fn name(input: &mut &str) -> PResult { +fn name(input: &mut &str) -> PResult { (name_bare, opt(preceded('^', int))) .parse_next(input) - .map(|(name, rec)| DeltaQ::name_rec(name, rec)) + .map(|(name, rec)| DeltaQExpr::Name(name.into(), rec)) } -pub(crate) fn outcome(input: &mut &str) -> PResult { +pub(crate) fn outcome(input: &mut &str) -> PResult { (cdf, repeat::<_, _, Vec<_>, _, _>(0.., preceded(ws, load))) .map(|(cdf, loads)| { - DeltaQ::Outcome(Outcome::new_with_load(cdf, loads.into_iter().collect())) + DeltaQExpr::Outcome(Outcome::new_with_load(cdf, loads.into_iter().collect())) }) .parse_next(input) } @@ -176,27 +176,27 @@ fn step_function_body(input: &mut &str) -> PResult { .parse_next(input) } -fn for_all(input: &mut &str) -> PResult { +fn for_all(input: &mut &str) -> PResult { delimited( alt(("all(", "∀(")), cut_err(separated_pair(delta_q, "|", delta_q)), closing_paren, ) - .map(|(left, right)| DeltaQ::ForAll(Arc::new(left), Arc::new(right))) + .map(|(left, right)| DeltaQExpr::ForAll(Arc::new(left), Arc::new(right))) .parse_next(input) } -fn for_some(input: &mut &str) -> PResult { +fn for_some(input: &mut &str) -> PResult { delimited( alt(("some(", "∃(")), cut_err(separated_pair(delta_q, "|", delta_q)), closing_paren, ) - .map(|(left, right)| DeltaQ::ForSome(Arc::new(left), Arc::new(right))) + .map(|(left, right)| DeltaQExpr::ForSome(Arc::new(left), Arc::new(right))) .parse_next(input) } -fn gossip(input: &mut &str) -> PResult { +fn gossip(input: &mut &str) -> PResult { delimited( "gossip(", cut_err(seq!(delta_q, _: comma, num, _: comma, num, _: comma, num)) @@ -206,7 +206,7 @@ fn gossip(input: &mut &str) -> PResult { ))), closing_paren, ) - .map(|(dq, size, branching, cluster_coeff)| DeltaQ::Gossip { + .map(|(dq, size, branching, cluster_coeff)| DeltaQExpr::Gossip { hop: Arc::new(dq), size, branching, @@ -268,7 +268,9 @@ mod tests { fn parse_empty_cdf() { assert_eq!( parse("CDF[]"), - Ok(DeltaQ::Outcome(Outcome::new(CDF::from_steps(&[]).unwrap()))) + Ok(DeltaQExpr::Outcome(Outcome::new( + CDF::from_steps(&[]).unwrap() + ))) ); } diff --git a/delta_q/src/render.rs b/delta_q/src/render.rs index 5c6da2d2..1d9c30e7 100644 --- a/delta_q/src/render.rs +++ b/delta_q/src/render.rs @@ -1,6 +1,6 @@ use crate::{ delta_q::{expand_gossip, DeltaQ, LoadUpdate, Name}, - Outcome, PersistentContext, + DeltaQExpr, Outcome, PersistentContext, }; use std::{rc::Rc, sync::Arc}; use web_sys::HtmlInputElement; @@ -24,50 +24,50 @@ impl DeltaQContext { #[derive(Properties, Clone, PartialEq, Debug)] pub struct Props { - pub delta_q: DeltaQ, - pub on_change: Callback<(String, Option)>, + pub delta_q: Arc, + pub on_change: Callback<(String, Option>)>, } #[function_component(DeltaQComponent)] pub fn delta_q_component(props: &Props) -> Html { // web_sys::console::log_1(&wasm_bindgen::JsValue::from_str(&format!("{props:?}"))); let on_change = props.on_change.clone(); - match &props.delta_q { - DeltaQ::BlackBox => { + match &*props.delta_q { + DeltaQExpr::BlackBox => { html! { } } - DeltaQ::Name(name, rec) => { + DeltaQExpr::Name(name, rec) => { html! { } } - DeltaQ::Outcome(outcome) => { + DeltaQExpr::Outcome(outcome) => { html! { } } - DeltaQ::Seq(first, load, second) => { - html!() + DeltaQExpr::Seq(first, load, second) => { + html!() } - DeltaQ::Choice(first, first_weight, second, second_weight) => { - html!() + DeltaQExpr::Choice(first, first_weight, second, second_weight) => { + html!() } - DeltaQ::ForAll(first, second) => { - html!() + DeltaQExpr::ForAll(first, second) => { + html!() } - DeltaQ::ForSome(first, second) => { - html!() + DeltaQExpr::ForSome(first, second) => { + html!() } - DeltaQ::Gossip { + DeltaQExpr::Gossip { hop, size, branching, cluster_coeff, } => { - html! { } + html! { } } } } #[derive(Properties, Clone, PartialEq)] pub struct BlackBoxProps { - pub on_change: Callback<(String, Option)>, + pub on_change: Callback<(String, Option>)>, } #[function_component(BlackBox)] @@ -83,7 +83,7 @@ pub fn black_box(props: &BlackBoxProps) -> Html { let onsubmit = Callback::from(cloned!(name, on_change, ctx; move |e: SubmitEvent| { e.prevent_default(); - on_change.emit((ctx.name.clone(), Some(DeltaQ::name(&name)))); + on_change.emit((ctx.name.clone(), Some(DeltaQ::name(&name).arc()))); } )); @@ -106,7 +106,7 @@ pub fn black_box(props: &BlackBoxProps) -> Html { pub struct NameProps { pub name: String, pub rec: Option, - pub on_change: Callback<(String, Option)>, + pub on_change: Callback<(String, Option>)>, } #[function_component(NameComponent)] @@ -125,7 +125,7 @@ pub fn name_component(props: &NameProps) -> Html { move |e: SubmitEvent| { e.prevent_default(); popup.set(false); - on_change.emit((ctx.name.clone(), Some(DeltaQ::name_rec(&new_name, rec)))); + on_change.emit((ctx.name.clone(), Some(DeltaQ::name_rec(&new_name, rec).arc()))); } )); @@ -151,17 +151,17 @@ pub fn name_component(props: &NameProps) -> Html { + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::seq(DeltaQ::name(&name), LoadUpdate::default(), DeltaQExpr::BlackBox.into()).arc())))) }>{ "append" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::choice(DeltaQ::name(&name), 1.0, DeltaQExpr::BlackBox.into(), 1.0).arc())))) }>{ "make choice" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::for_all(DeltaQ::name(&name), DeltaQExpr::BlackBox.into()).arc())))) }>{ "make forAll" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::for_some(DeltaQ::name(&name), DeltaQExpr::BlackBox.into()).arc())))) }>{ "make forSome" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQExpr::BlackBox.into()))))}>{ "black box" } + move |_| { popup.set(false); if let Some(dq) = ctx.eval_ctx.get(&name) { on_change.emit((ctx.name.clone(), Some(dq.arc()))) } })}>{ "inline" }
} @@ -171,7 +171,7 @@ pub fn name_component(props: &NameProps) -> Html { #[derive(Properties, Clone, PartialEq)] pub struct CdfProps { pub outcome: Outcome, - pub on_change: Callback<(String, Option)>, + pub on_change: Callback<(String, Option>)>, } #[function_component(CdfComponent)] @@ -187,8 +187,8 @@ pub fn cdf_component(props: &CdfProps) -> Html { let abstract_submit = Callback::from(cloned!(abstract_name, on_change, ctx, outcome; move |e: SubmitEvent| { e.prevent_default(); - on_change.emit((ctx.name.clone(), Some(DeltaQ::name(&abstract_name)))); - on_change.emit(((*abstract_name).clone(), Some(DeltaQ::Outcome(outcome.clone())))); + on_change.emit((ctx.name.clone(), Some(DeltaQ::name(&abstract_name).arc()))); + on_change.emit(((*abstract_name).clone(), Some(DeltaQExpr::Outcome(outcome.clone()).into()))); } )); @@ -199,15 +199,15 @@ pub fn cdf_component(props: &CdfProps) -> Html {
+ move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::seq(DeltaQExpr::Outcome(outcome.clone()).into(), LoadUpdate::default(), DeltaQExpr::BlackBox.into()).arc())))) }>{ "append" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::choice(DeltaQExpr::Outcome(outcome.clone()).into(), 1.0, DeltaQExpr::BlackBox.into(), 1.0).arc())))) }>{ "make choice" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::for_all(DeltaQExpr::Outcome(outcome.clone()).into(), DeltaQExpr::BlackBox.into()).arc())))) }>{ "make forAll" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::for_some(DeltaQExpr::Outcome(outcome.clone()).into(), DeltaQExpr::BlackBox.into()).arc())))) }>{ "make forSome" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQExpr::BlackBox.into()))))}>{ "black box" }
@@ -220,10 +220,10 @@ pub fn cdf_component(props: &CdfProps) -> Html { #[derive(Properties, Clone, PartialEq)] pub struct SeqProps { - pub first: DeltaQ, + pub first: Arc, pub load: LoadUpdate, - pub second: DeltaQ, - pub on_change: Callback<(String, Option)>, + pub second: Arc, + pub on_change: Callback<(String, Option>)>, } #[function_component(Seq)] @@ -231,6 +231,7 @@ pub fn seq(props: &SeqProps) -> Html { let on_change = props.on_change.clone(); let first = props.first.clone(); let second = props.second.clone(); + let load = props.load; let ctx = use_context::().unwrap(); let on_first_change = Callback::from(cloned!(second, on_change, ctx; @@ -239,7 +240,7 @@ pub fn seq(props: &SeqProps) -> Html { if name != ctx.name { on_change.emit((name, delta_q)); } else if let Some(delta_q) = delta_q { - on_change.emit((name, Some(DeltaQ::seq(delta_q, second.clone())))); + on_change.emit((name, Some(DeltaQExpr::Seq(delta_q, load, second.clone()).into()))); } } )); @@ -250,7 +251,7 @@ pub fn seq(props: &SeqProps) -> Html { if name != ctx.name { on_change.emit((name, delta_q)); } else if let Some(delta_q) = delta_q { - on_change.emit((name, Some(DeltaQ::seq(first.clone(), delta_q)))); + on_change.emit((name, Some(DeltaQExpr::Seq(first.clone(), load, delta_q).into()))); } } )); @@ -263,8 +264,8 @@ pub fn seq(props: &SeqProps) -> Html { let onsubmit = Callback::from(cloned!(name, on_change, ctx, first, second; move |e: SubmitEvent| { e.prevent_default(); - on_change.emit((ctx.name.clone(), Some(DeltaQ::name(&name)))); - on_change.emit(((*name).clone(), Some(DeltaQ::seq(first.clone(), second.clone())))); + on_change.emit((ctx.name.clone(), Some(DeltaQ::name(&name).arc()))); + on_change.emit(((*name).clone(), Some(DeltaQExpr::Seq(first.clone(), load, second.clone()).into()))); } )); @@ -272,27 +273,27 @@ pub fn seq(props: &SeqProps) -> Html {
- { format!("{}", props.load) } + { format!("{}", load) } if *popup {
+ move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::choice(DeltaQExpr::Seq(first.clone(), load, second.clone()).into(), 1.0, DeltaQExpr::BlackBox.into(), 1.0).arc()))))}> { "make choice" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::for_all(DeltaQExpr::Seq(first.clone(), load, second.clone()).into(), DeltaQExpr::BlackBox.into()).arc()))))}> { "make forAll" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQ::for_some(DeltaQExpr::Seq(first.clone(), load, second.clone()).into(), DeltaQExpr::BlackBox.into()).arc()))))}> { "make forSome" } + move |_| { popup.set(false); on_change.emit((ctx.name.clone(), Some(DeltaQExpr::Seq(second.clone(), load, first.clone()).into()))) })}>{ "switch" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQExpr::Seq(first.clone(), load, second.clone()).into()))))}>{ "append" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQExpr::BlackBox.into()))))}>{ "black box" } @@ -307,9 +308,9 @@ pub fn seq(props: &SeqProps) -> Html { #[derive(Properties, Clone, PartialEq)] pub struct BranchProps { - pub top: DeltaQ, - pub bottom: DeltaQ, - pub on_change: Callback<(String, Option)>, + pub top: Arc, + pub bottom: Arc, + pub on_change: Callback<(String, Option>)>, pub kind: BranchKind, } @@ -367,7 +368,7 @@ pub fn branch_kind_component(props: &BranchProps) -> Html { move |e: SubmitEvent| { e.prevent_default(); popup.set(false); - on_change.emit((ctx.name.clone(), Some(DeltaQ::choice(top.clone(), *top_frac, bottom.clone(), *bottom_frac)))); + on_change.emit((ctx.name.clone(), Some(DeltaQExpr::Choice(top.clone(), *top_frac, bottom.clone(), *bottom_frac).into()))); }), ); @@ -388,7 +389,7 @@ pub fn branch_kind_component(props: &BranchProps) -> Html { let abstract_submit = Callback::from(cloned!(abstract_name, on_change, ctx, bottom, top; move |e: SubmitEvent| { e.prevent_default(); - on_change.emit((ctx.name.clone(), Some(DeltaQ::name(&abstract_name)))); + on_change.emit((ctx.name.clone(), Some(DeltaQ::name(&abstract_name).arc()))); on_change.emit(((*abstract_name).clone(), Some(mk_branch(kind, top.clone(), bottom.clone())))); } )); @@ -406,24 +407,24 @@ pub fn branch_kind_component(props: &BranchProps) -> Html { + move |_| { popup.set(false); on_change.emit((ctx.name.clone(), Some(DeltaQExpr::Seq(mk_branch(kind, top.clone(), bottom.clone()), LoadUpdate::default(), DeltaQExpr::BlackBox.into()).into()))) })}>{ "append" } + move |_| on_change.emit((ctx.name.clone(), Some(DeltaQExpr::BlackBox.into()))))}>{ "black box" }
@@ -433,11 +434,11 @@ pub fn branch_kind_component(props: &BranchProps) -> Html {
) } -fn mk_branch(kind: BranchKind, top: DeltaQ, bottom: DeltaQ) -> DeltaQ { +fn mk_branch(kind: BranchKind, top: Arc, bottom: Arc) -> Arc { match kind { - BranchKind::Choice(l, r) => DeltaQ::Choice(Arc::new(top), l, Arc::new(bottom), r), - BranchKind::ForAll => DeltaQ::ForAll(Arc::new(top), Arc::new(bottom)), - BranchKind::ForSome => DeltaQ::ForSome(Arc::new(top), Arc::new(bottom)), + BranchKind::Choice(l, r) => DeltaQExpr::Choice(top, l, bottom, r).into(), + BranchKind::ForAll => DeltaQExpr::ForAll(top, bottom).into(), + BranchKind::ForSome => DeltaQExpr::ForSome(top, bottom).into(), } } @@ -536,11 +537,11 @@ impl Reducible for PersistentContext { #[derive(Properties, Clone, PartialEq)] pub struct GossipProps { - pub hop: DeltaQ, + pub hop: Arc, pub size: f32, pub branching: f32, pub cluster_coeff: f32, - pub on_change: Callback<(String, Option)>, + pub on_change: Callback<(String, Option>)>, } #[function_component(Gossip)] @@ -563,7 +564,7 @@ pub fn gossip(props: &GossipProps) -> Html {
{ match expand_gossip(&hop, *size, *branching, *cluster_coeff) { - Ok(delta_q) => html! { }, + Ok(delta_q) => html! { }, Err(e) => html! {
{e.to_string()}
}, } } diff --git a/delta_q/src/step_function.rs b/delta_q/src/step_function.rs index 6930bec1..4d0d5887 100644 --- a/delta_q/src/step_function.rs +++ b/delta_q/src/step_function.rs @@ -34,7 +34,7 @@ pub const DEFAULT_MAX_SIZE: usize = 1000; pub struct StepFunction { /// invariants: first component strictly monotonically increasing and non-negative, /// with neighbouring x values being separated by at least five ε - data: Arc<[(f32, f32)]>, + data: Option>, max_size: usize, mode: CompactionMode, } @@ -59,13 +59,26 @@ impl StepFunction { if !points.windows(2).all(|w| w[0].0 < w[1].0) { return Err(StepFunctionError::NonMonotonicData); } + let data = if points.is_empty() { + None + } else { + Some(points.into()) + }; Ok(Self { - data: points.into(), + data, max_size: DEFAULT_MAX_SIZE, mode: CompactionMode::default(), }) } + pub fn at(&self, x: f32) -> f32 { + self.data() + .iter() + .rev() + .find(|&&(x0, _)| x0 <= x) + .map_or(self.data().last().map_or(0.0, |&(_x, y)| y), |&(_, y)| y) + } + pub fn compact(&self, mut data: Vec<(f32, f32)>) -> Result { compact(&mut data, self.mode, self.max_size); Self::new(&data) @@ -93,9 +106,14 @@ impl StepFunction { self } + pub fn data(&self) -> &[(f32, f32)] { + static EMPTY: &[(f32, f32)] = &[]; + self.data.as_deref().unwrap_or(EMPTY) + } + pub fn iter(&self) -> StepFunctionIterator { StepFunctionIterator { - cdf: self.data.iter(), + cdf: self.data().iter(), prev: (0.0, 0.0), first: false, last: false, @@ -104,7 +122,7 @@ impl StepFunction { pub fn graph_iter(&self) -> StepFunctionIterator { StepFunctionIterator { - cdf: self.data.iter(), + cdf: self.data().iter(), prev: (0.0, 0.0), first: true, last: false, @@ -113,14 +131,14 @@ impl StepFunction { /// Get the width of the CDF. pub fn max_x(&self) -> f32 { - self.data.iter().next_back().map_or(0.0, |(x, _)| *x) + self.data().iter().next_back().map_or(0.0, |(x, _)| *x) } pub fn zip<'a>( &'a self, other: &'a StepFunction, ) -> impl Iterator + 'a { - PairIterators::new(self.data.iter().copied(), other.data.iter().copied()) + PairIterators::new(self.data().iter().copied(), other.data().iter().copied()) } pub fn mult(&self, factor: f32) -> Self { @@ -131,7 +149,10 @@ impl StepFunction { .with_mode(self.mode); } Self { - data: self.data.iter().map(|&(x, y)| (x, y * factor)).collect(), + data: self + .data + .as_ref() + .map(|d| d.iter().map(|&(x, y)| (x, y * factor)).collect()), max_size: self.max_size, mode: self.mode, } @@ -144,7 +165,7 @@ impl StepFunction { } compact(&mut data, self.mode, self.max_size); Self { - data: data.into(), + data: (!data.is_empty()).then_some(data.into()), max_size: self.max_size, mode: self.mode, } @@ -157,7 +178,7 @@ impl StepFunction { } compact(&mut data, self.mode, self.max_size); Self { - data: data.into(), + data: (!data.is_empty()).then_some(data.into()), max_size: self.max_size, mode: self.mode, } @@ -169,11 +190,11 @@ impl StepFunction { || b == 0.0 && a.abs() < 1e-6 || (a - b).abs() / a.max(b) < 1e-6 } - self.data.len() == other.data.len() + self.data().len() == other.data().len() && self - .data + .data() .iter() - .zip(other.data.iter()) + .zip(other.data().iter()) .all(|(a, b)| similar(a.0, b.0) && similar(a.1, b.1)) } } @@ -181,7 +202,7 @@ impl StepFunction { impl From for StepFunctionSerial { fn from(cdf: StepFunction) -> Self { Self { - data: cdf.data[..].to_owned(), + data: cdf.data()[..].to_owned(), } } } @@ -197,7 +218,7 @@ impl TryFrom for StepFunction { impl fmt::Debug for StepFunction { fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { f.debug_struct("StepFunction") - .field("data", &self.data) + .field("data", &self.data()) .finish() } } @@ -207,7 +228,7 @@ impl fmt::Display for StepFunction { let mut scratch = String::new(); write!(f, "[")?; - for (i, (x, y)) in self.data.iter().enumerate() { + for (i, (x, y)) in self.data().iter().enumerate() { if i > 0 { write!(f, ", ")?; } @@ -274,7 +295,7 @@ impl FromStr for StepFunction { data.push((x, y)); } Ok(Self { - data: data.into(), + data: (!data.is_empty()).then_some(data.into()), max_size: DEFAULT_MAX_SIZE, mode: CompactionMode::default(), }) From 37c512fc28052962a844bb3b32314ed0fe049281 Mon Sep 17 00:00:00 2001 From: Roland Kuhn Date: Sun, 3 Nov 2024 10:24:05 +0100 Subject: [PATCH 03/27] [delta_q] fix compaction --- delta_q/src/delta_q.rs | 5 ++ delta_q/src/step_function.rs | 123 +++++++++++++++++------------------ 2 files changed, 66 insertions(+), 62 deletions(-) diff --git a/delta_q/src/delta_q.rs b/delta_q/src/delta_q.rs index 3e34a777..c5242a01 100644 --- a/delta_q/src/delta_q.rs +++ b/delta_q/src/delta_q.rs @@ -1330,6 +1330,11 @@ mod tests { .unwrap(); let diffuse = ctx.eval("diffuse").unwrap(); assert_eq!(diffuse.cdf.iter().count(), 1000); + assert!( + diffuse.cdf.steps().integrate(0.0, 1476.0) > 737.0, + "{}", + diffuse.cdf.steps().integrate(0.0, 1476.0) + ); assert!(diffuse.cdf.steps().at(1200.0) > 0.95); } } diff --git a/delta_q/src/step_function.rs b/delta_q/src/step_function.rs index 4d0d5887..a0c5fcd4 100644 --- a/delta_q/src/step_function.rs +++ b/delta_q/src/step_function.rs @@ -79,6 +79,21 @@ impl StepFunction { .map_or(self.data().last().map_or(0.0, |&(_x, y)| y), |&(_, y)| y) } + pub fn integrate(&self, from: f32, to: f32) -> f32 { + self.func_iter() + .tuple_windows() + .filter_map(|((x0, y), (x1, _y))| { + let min = x0.max(from); + let max = x1.min(to); + if min < max { + Some((max - min) * y) + } else { + None + } + }) + .sum() + } + pub fn compact(&self, mut data: Vec<(f32, f32)>) -> Result { compact(&mut data, self.mode, self.max_size); Self::new(&data) @@ -129,6 +144,15 @@ impl StepFunction { } } + pub fn func_iter(&self) -> StepFunctionIterator { + StepFunctionIterator { + cdf: self.data().iter(), + prev: (0.0, 0.0), + first: true, + last: true, + } + } + /// Get the width of the CDF. pub fn max_x(&self) -> f32 { self.data().iter().next_back().map_or(0.0, |(x, _)| *x) @@ -321,8 +345,7 @@ impl<'a> Iterator for StepFunctionIterator<'a> { Some(*pair) } else if self.last { self.last = false; - let (x, y) = self.prev; - Some(((x * 1.2).max(0.1), y)) + Some((f32::INFINITY, self.prev.1)) } else { None } @@ -369,7 +392,7 @@ fn compact(data: &mut Vec<(f32, f32)>, mode: CompactionMode, max_size: usize) { // determine overall scale of the graph to determine the granularity of distances // (without this rounding the pruning will be dominated by floating point errors) let scale = data[data.len() - 1].0; - let granularity = scale / 300.0; + let granularity = scale / 10000.0; #[derive(Debug, PartialEq)] struct D { @@ -414,75 +437,51 @@ fn compact(data: &mut Vec<(f32, f32)>, mode: CompactionMode, max_size: usize) { } else { return None; }; - let dist = b.0 - a.0; + let dist = if use_left { c.0 - b.0 } else { b.0 - a.0 }; Some(mk_d(dist, idx + 1, use_left)) }) .collect::>(); let mut to_remove = data.len() - max_size; let mut last_bin = -1; - while let Some(D { - bin, - idx, - dist, - use_left, - }) = heap.pop() - { - if bin == last_bin { + while let Some(d) = heap.pop() { + if d.bin == last_bin { last_bin = -1; continue; } else { - last_bin = bin; + last_bin = d.bin; } // skip points that have already been removed - if data[idx].1 < 0.0 { + if data[d.idx].1 < 0.0 { continue; } - if use_left { - // just remove this point, meaning that the left neighbour needs to be updated - let mut neighbours = data[..idx] - .iter() - .enumerate() - .rev() - .filter_map(|(i, (_x, y))| (*y >= 0.0).then_some(i)); - - if let Some(neighbour) = neighbours.next() { - if let Some(n2) = neighbours.next() { - // only push to heap if the next neighbour is in the opposite quadrant - if (data[n2].1 - data[neighbour].1) * (data[neighbour].1 - data[idx].1) <= 0.0 { - heap.push(mk_d(data[idx].0 - data[neighbour].0 + dist, idx, use_left)); - } + // just remove this point, meaning that the left neighbour needs to be updated + let mut neighbours = data[..d.idx] + .iter() + .enumerate() + .rev() + .filter_map(|(i, (_x, y))| (*y >= 0.0).then_some(i)); + + if let Some(neighbour) = neighbours.next() { + if let Some(n2) = neighbours.next() { + // only push to heap if the next neighbour is in the opposite quadrant + if (data[n2].1 - data[neighbour].1) * (data[neighbour].1 - data[d.idx].1) <= 0.0 { + heap.push(mk_d( + data[d.idx].0 - data[neighbour].0 + d.dist, + d.idx, + d.use_left, + )); } - data[idx] = data[neighbour]; - data[neighbour].1 = -1.0; } - } else { - // we update the y on this point and remove the right neighbour - let mut neighbours = data[idx + 1..] - .iter() - .enumerate() - .filter_map(|(i, (_x, y))| (*y >= 0.0).then_some(idx + 1 + i)); - let n1 = neighbours.next(); - let n2 = neighbours.next(); - match (n1, n2) { - (Some(n1), Some(n2)) => { - // drop n1 and update our distance (but only push to heap if the next neighbour is in the opposite quadrant) - if (data[n2].1 - data[n1].1) * (data[n1].1 - data[idx].1) <= 0.0 { - heap.push(mk_d(data[n2].0 - data[idx].0, idx, use_left)); - } - data[idx].1 = data[n1].1; - data[n1].1 = -1.0; - } - (Some(n1), None) => { - // n1 is the rightmost, so don't submit us again because now we’re rightmost - data[idx].1 = data[n1].1; - data[n1].1 = -1.0; - } - _ => { - debug_assert!(false, "shouldn’t get here because of the above"); - } + // since we cannot remove the now changed neighbour from the heap, we mark it as removed instead + // and move the neighbour to our position + if d.use_left { + data[d.idx] = data[neighbour]; + } else { + data[d.idx].0 = data[neighbour].0; } + data[neighbour].1 = -1.0; } to_remove -= 1; @@ -663,13 +662,13 @@ mod tests { compact(&mut data1, CompactionMode::UnderApproximate, 5); assert_eq!( data1, - vec![(0.0, 0.1), (0.3, 0.4), (0.5, 0.6), (0.7, 0.8), (0.9, 1.0)] + vec![(0.0, 0.1), (0.1, 0.2), (0.3, 0.4), (0.5, 0.6), (0.9, 1.0)] ); let mut data2 = data.clone(); compact(&mut data2, CompactionMode::OverApproximate, 5); assert_eq!( data2, - vec![(0.0, 0.1), (0.1, 0.2), (0.2, 0.6), (0.6, 0.8), (0.8, 1.0)] + vec![(0.0, 0.3), (0.3, 0.5), (0.5, 0.7), (0.7, 0.9), (0.9, 1.0)] ); } @@ -688,13 +687,13 @@ mod tests { compact(&mut data1, CompactionMode::UnderApproximate, 5); assert_eq!( data1, - vec![(0.0, 0.1), (0.2, 0.3), (0.5, 0.5), (0.7, 0.6), (0.9, 0.7)] + vec![(0.0, 0.1), (0.1, 0.2), (0.3, 0.4), (0.5, 0.5), (0.9, 0.7)] ); let mut data2 = data.clone(); compact(&mut data2, CompactionMode::OverApproximate, 5); assert_eq!( data2, - vec![(0.0, 0.1), (0.1, 0.3), (0.3, 0.5), (0.7, 0.6), (0.9, 0.7)] + vec![(0.0, 0.2), (0.2, 0.4), (0.5, 0.5), (0.7, 0.6), (0.9, 0.7)] ); } @@ -712,13 +711,13 @@ mod tests { compact(&mut data1, CompactionMode::UnderApproximate, 5); assert_eq!( data1, - vec![(0.0, 0.1), (0.2, 0.3), (0.4, 0.5), (0.7, 0.8), (0.9, 1.0)] + vec![(0.0, 0.1), (0.2, 0.3), (0.5, 0.6), (0.7, 0.8), (0.9, 1.0)] ); let mut data1 = data.clone(); compact(&mut data1, CompactionMode::OverApproximate, 5); assert_eq!( data1, - vec![(0.0, 0.1), (0.2, 0.3), (0.4, 0.5), (0.5, 0.8), (0.9, 1.0)] + vec![(0.0, 0.1), (0.2, 0.3), (0.4, 0.6), (0.7, 0.8), (0.9, 1.0)] ); } @@ -743,7 +742,7 @@ mod tests { compact(&mut data1, CompactionMode::OverApproximate, 5); assert_eq!( data1, - vec![(0.1, 0.2), (0.2, 0.4), (0.5, 0.6), (0.7, 0.8), (0.8, 1.0)] + vec![(0.1, 0.3), (0.3, 0.4), (0.5, 0.6), (0.7, 0.9), (0.9, 1.0)] ); } } From ae75b380362705bec78c9694f3c2d8bc3a7867f0 Mon Sep 17 00:00:00 2001 From: Roland Kuhn Date: Sun, 3 Nov 2024 10:53:37 +0100 Subject: [PATCH 04/27] update delta_q/README --- delta_q/README.md | 47 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 47 insertions(+) diff --git a/delta_q/README.md b/delta_q/README.md index 256cb911..85c93d59 100644 --- a/delta_q/README.md +++ b/delta_q/README.md @@ -26,6 +26,53 @@ If you want to model that `b` can only start after `a` has been done, you should > Note that in the syntax `->-` binds more closely than `L<>R` and both operators are **right-associative**. > This is for convenience in modelling choice ladders and reading them from left to right, as well as managing load factors when reading left to right. `(a ->-+1 b) ->- c` only uses the increased load factor for `b` while `a ->-+1 b ->- c` also applies it to `c`. +## Additional syntactic tools + +The following extensions do not change the underlying theory but provide syntactic abstractions that simplify the formulation of certain repetitive ΔQ expressions. + +### Bounded recursion + +Unfolding expressions using name resolution normally rejects names that are currently being expanded: as there are no conditionals or other logic to supply termination conditions, any recursion would be an infinite loop. +Sometimes, ΔQ expressions feature a repeating structure, though, which can be expressed more succinctly as “do this thing five times”. +A simple example is the sequencing of the same outcome for a number of times: + + five := one ->- one ->- one ->- one ->- one + +This can be expressed more concisely as + + oneRec := oneRec ->- one + five := oneRec^5 + +(recall that `->-` is right-associative) +The precise process is to allow the recursive name to be resolved five levels deep; at the sixth call the ⊤ (top) outcome is returned instead and recursion stops. +The expression may use the recursive name any number of times, but beware of the exponential explosion of the expression size. +The web application should fail gracefully, but computations may take many seconds when constructing expressions of millions of combinators. + +### Gossip operator + +Since this library is being developed in the context of the Cardano peer-to-peer network, epidemic information diffusion — a.k.a. a gossip protocol — plays a major role. +Typical ΔQ expressions involve terms like + + hopIB 0.6<>99.4 hopIB ->- hopIB 8.58<>90.82 hopIB ->- hopIB ->- hopIB 65.86<>24.96 hopIB ->- hopIB ->- hopIB ->- hopIB + +modelling an empirically determined distribution of the diffusion process using a combination of one through four messaging steps (the underlying network is assumed to consist of roughly 2500 nodes with a connection graph of average degree 15). + +Very similar expressions can be generated using the `gossip()` operator, where + + gossip(hopIB, 2500, 15, 0.07) + +means that information starts out at a single node and is at each step spread to 15 neighbors until all 2500 nodes have been reached. +The fourth parameter is the average local cluster coefficient of the network, which describes which fraction of a node’s neighbors are directly connected to each other — which will lead to duplicate information transfers that are then assumed to not actually perform the `hopIB` outcome via deduplication. + +Adding this operator makes it easier to play with different network sizes or suggested peering schemes. + +Mathematically, the gossip operator is expanded by computing expectation values for the number of new nodes reached within each diffusion “round”. +You can see the resulting expression by clicking on the syntax element in the graphical representation. +Note how the messaging steps are sequenced using the `->-` combinator which takes into account the probabilistic timing of each outcome; the rounds visible in the ΔQ structure are therefore not synchronised but describe the fully parallel spread of information across the network. + +Caveats are that non-scale-free networks exhibit structure that may not be adequately captured by the above parameters, the `gossip()` operator assumes a random small-world network. +In the case of Cardano it may be more accurate to model the diffusion across computing centers using this operator, followed by the much quicker diffusion within a certain location as a second step. + ## Building and Running The example application is a pure web application that runs in the browser and is built and served using `trunk`. From be43417927db4a0d60f76def1d9103f8bc5b6fdf Mon Sep 17 00:00:00 2001 From: Giorgos Panagiotakos Date: Mon, 4 Nov 2024 13:30:05 +0200 Subject: [PATCH 05/27] Update Logbook.md --- Logbook.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/Logbook.md b/Logbook.md index 41e25fab..f00a4a5c 100644 --- a/Logbook.md +++ b/Logbook.md @@ -1,5 +1,13 @@ # Leios logbook +## 2024-11-04 + +### Uniform vs. Non-uniform IB generation in Short Leios + +Drafted a version of Short Leios where IB generation is uniform over the Propose stage. The reason for creating such a version of the protocol is discussions we had on whether releasing IBs at the start of Propose (as requried by the non-uniform version of short Leios) creates problems and underutilization of resources at the TCP level. + + + ## 2024-01-01 ### Haskell Simulation From 84e94b0b6f94f1522ef9f7432e62fb06e5da7065 Mon Sep 17 00:00:00 2001 From: Yves Hauser Date: Tue, 5 Nov 2024 15:03:00 +0100 Subject: [PATCH 06/27] Formal specification: Base chain (#63) Co-authored-by: Andre Knispel --- formal-spec/Leios/Base.agda | 1 + formal-spec/Leios/SimpleSpec.agda | 73 ++++++++++++++++++++----------- 2 files changed, 49 insertions(+), 25 deletions(-) diff --git a/formal-spec/Leios/Base.agda b/formal-spec/Leios/Base.agda index a22ab715..4431256d 100644 --- a/formal-spec/Leios/Base.agda +++ b/formal-spec/Leios/Base.agda @@ -17,6 +17,7 @@ record BaseAbstract : Type₁ where data Output : Type where STAKE : StakeDistr → Output + EMPTY : Output record Functionality : Type₁ where field State : Type diff --git a/formal-spec/Leios/SimpleSpec.agda b/formal-spec/Leios/SimpleSpec.agda index adc7eadb..75081542 100644 --- a/formal-spec/Leios/SimpleSpec.agda +++ b/formal-spec/Leios/SimpleSpec.agda @@ -33,6 +33,7 @@ postulate VTy FTCHTy : Type data LeiosInput : Type where INIT : VTy → LeiosInput + SUBMIT : EndorserBlock ⊎ List Tx → LeiosInput SLOT : LeiosInput FTCH-LDG : LeiosInput @@ -45,7 +46,7 @@ record LeiosState : Type where SD : StakeDistr FFDState : FFD.State Ledger : List Tx - MemPool : List Tx + ToPropose : List Tx IBs : List InputBlock EBs : List EndorserBlock Vs : List (List Vote) @@ -53,15 +54,15 @@ record LeiosState : Type where initLeiosState : VTy → StakeDistr → LeiosState initLeiosState V SD = record - { V = V - ; SD = SD - ; FFDState = initFFDState - ; Ledger = [] - ; MemPool = [] - ; IBs = [] - ; EBs = [] - ; Vs = [] - ; slot = initSlot V + { V = V + ; SD = SD + ; FFDState = initFFDState + ; Ledger = [] + ; ToPropose = [] + ; IBs = [] + ; EBs = [] + ; Vs = [] + ; slot = initSlot V } postulate canProduceV1 : ℕ → Type @@ -73,6 +74,7 @@ module _ (s : LeiosState) (eb : EndorserBlock) where open LeiosState s postulate isVote1Certified : Type -- Q: what's the threshold? (pg 7, (5)) + postulate isVote2Certified : Type vote2Eligible : Type vote2Eligible = length ebRefs ≥ lengthˢ candidateEBs / 2 -- should this be `>`? @@ -84,27 +86,31 @@ module _ (s : LeiosState) (eb : EndorserBlock) where allIBRefsKnown = ∀[ ref ∈ fromList ibRefs ] ref ∈ˡ map getIBRef IBs postulate instance isVote1Certified? : ∀ {s eb} → isVote1Certified s eb ⁇ + isVote2Certified? : ∀ {s eb} → isVote2Certified s eb ⁇ private variable s : LeiosState ffds' : FFD.State π : VrfPf -open LeiosState using (FFDState; MemPool) - stake : LeiosState → ℕ stake record { SD = SD } = case lookupᵐ? SD id of λ where (just s) → s nothing → 0 data _⇀⟦_⟧_ : Maybe LeiosState → LeiosInput → LeiosState × LeiosOutput → Type where + + -- Initialization + Init : ∀ {V bs bs' SD} → ∙ {!!} -- create & register the IB/EB lottery and voting keys with key reg ∙ bs BF.⇀⟦ B.INIT {!V_chkCerts!} ⟧ (bs' , B.STAKE SD) - ─────────────────────────────────────────────────── + ────────────────────────────────────────────────────── nothing ⇀⟦ INIT V ⟧ (initLeiosState V SD , EMPTY) + -- Network and Ledger + -- fix: we need to do Slot before every other SLOT transition - Slot : ∀ {msgs} → let ffds = s .FFDState + Slot : ∀ {msgs} → let open LeiosState s renaming (FFDState to ffds) l = {!!} -- construct ledger l in ∙ FFDAbstract.Fetch FFD.⇀⟦ ffds ⟧ (ffds' , FFDAbstract.FetchRes msgs) @@ -115,45 +121,62 @@ data _⇀⟦_⟧_ : Maybe LeiosState → LeiosInput → LeiosState × LeiosOutpu ──────────────────────────────────── just s ⇀⟦ FTCH-LDG ⟧ (s , FTCH-LDG l) - -- TODO: Base chain + -- Base chain + -- + -- Note: Submitted data to the base chain is only taken into account + -- if the party submitting is the block producer on the base chain + -- for the given slot + + Base₁ : ∀ {txs} → let open LeiosState s in + ──────────────────────────────────────────────────────────────────── + just s ⇀⟦ SUBMIT (inj₂ txs) ⟧ (record s { ToPropose = txs } , EMPTY) + + Base₂a : ∀ {bs bs' eb} → let open LeiosState s in + ∙ eb ∈ filterˢ (λ eb → isVote2Certified s eb × eb ∈ᴮ slice L slot 2) (fromList EBs) + ∙ bs BF.⇀⟦ B.SUBMIT (inj₁ eb) ⟧ (bs' , B.EMPTY) + ──────────────────────────────────────────────────────────────────────────────────── + just s ⇀⟦ SUBMIT (inj₁ eb) ⟧ (s , EMPTY) + + Base₂b : ∀ {bs bs'} → let open LeiosState s renaming (ToPropose to txs) in + ∙ ∅ ≡ filterˢ (λ eb → isVote2Certified s eb × eb ∈ᴮ slice L slot 2) (fromList EBs) + ∙ bs BF.⇀⟦ B.SUBMIT (inj₂ txs) ⟧ (bs' , B.EMPTY) + ──────────────────────────────────────────────────────────────────────────────────── + just s ⇀⟦ SUBMIT (inj₂ txs) ⟧ (s , EMPTY) + + -- Protocol rules - IB-Role : let open LeiosState s - txs = s .MemPool - ffds = s .FFDState + IB-Role : let open LeiosState s renaming (ToPropose to txs; FFDState to ffds) b = GenFFD.ibBody (record { txs = txs }) h = GenFFD.ibHeader (mkIBHeader slot id π pKey txs) in - ∙ canProduceIB slot pKey (stake s) + ∙ canProduceIB slot pKey (stake s) -- TODO: let π be the corresponding proof ∙ FFDAbstract.Send h (just b) FFD.⇀⟦ ffds ⟧ (ffds' , FFDAbstract.SendRes) ───────────────────────────────────────────────────────────────────────── just s ⇀⟦ SLOT ⟧ (record s { FFDState = ffds' } , EMPTY) - EB-Role : let open LeiosState s + EB-Role : let open LeiosState s renaming (FFDState to ffds) LI = map {F = List} getIBRef $ setToList $ filterˢ (_∈ᴮ slice L slot (Λ + 1)) (fromList IBs) LE = map getEBRef $ setToList $ filterˢ (isVote1Certified s) $ filterˢ (_∈ᴮ slice L slot (μ + 2)) (fromList EBs) h = mkEB slot id π pKey LI LE - ffds = s .FFDState in ∙ canProduceEB slot pKey (stake s) ∙ FFDAbstract.Send (GenFFD.ebHeader h) nothing FFD.⇀⟦ ffds ⟧ (ffds' , FFDAbstract.SendRes) ────────────────────────────────────────────────────────────────────────────────────────── just s ⇀⟦ SLOT ⟧ (record s { FFDState = ffds' } , EMPTY) - V1-Role : let open LeiosState s + V1-Role : let open LeiosState s renaming (FFDState to ffds) EBs' = filterˢ (allIBRefsKnown s) $ filterˢ (_∈ᴮ slice L slot (μ + 1)) (fromList EBs) votes = map (vote ∘ hash) (setToList EBs') - ffds = s .FFDState in ∙ canProduceV1 slot ∙ FFDAbstract.Send (GenFFD.vHeader votes) nothing FFD.⇀⟦ ffds ⟧ (ffds' , FFDAbstract.SendRes) ───────────────────────────────────────────────────────────────────────────────────────────── just s ⇀⟦ SLOT ⟧ (record s { FFDState = ffds' } , EMPTY) - V2-Role : let open LeiosState s + V2-Role : let open LeiosState s renaming (FFDState to ffds) EBs' = filterˢ (vote2Eligible s) $ filterˢ (_∈ᴮ slice L slot 1) (fromList EBs) votes = map (vote ∘ hash) (setToList EBs') - ffds = s .FFDState in ∙ canProduceV2 slot ∙ FFDAbstract.Send (GenFFD.vHeader votes) nothing FFD.⇀⟦ ffds ⟧ (ffds' , FFDAbstract.SendRes) From c824d39f74a5caf363fd70f2de768736e2e9dee1 Mon Sep 17 00:00:00 2001 From: Brian W Bush Date: Tue, 5 Nov 2024 07:44:15 -0700 Subject: [PATCH 07/27] Latencies from 52-node benchmark cluster. (#66) * Latencies from 52-node benchmark cluster. * Anonymized IP addresses. * Reformatted read-me file. * Updated logbook. --- Logbook.md | 8 +- data/BenchTopology/README.md | 65 ++ .../BenchTopology/example-node-configs.tar.gz | Bin 0 -> 2840 bytes data/BenchTopology/latency.sqlite3.gz | Bin 0 -> 1133324 bytes .../topology-dense-52-as-torus.pdf | Bin 0 -> 35412 bytes .../topology-dense-52-by-region.pdf | Bin 0 -> 36257 bytes data/BenchTopology/topology-dense-52.json | 900 ++++++++++++++++++ 7 files changed, 972 insertions(+), 1 deletion(-) create mode 100644 data/BenchTopology/README.md create mode 100644 data/BenchTopology/example-node-configs.tar.gz create mode 100644 data/BenchTopology/latency.sqlite3.gz create mode 100644 data/BenchTopology/topology-dense-52-as-torus.pdf create mode 100644 data/BenchTopology/topology-dense-52-by-region.pdf create mode 100644 data/BenchTopology/topology-dense-52.json diff --git a/Logbook.md b/Logbook.md index f00a4a5c..3e7fc3a2 100644 --- a/Logbook.md +++ b/Logbook.md @@ -1,5 +1,11 @@ # Leios logbook +## 2024-11-05 + +### Latency measurements of 52-node cluster + +The folder [data/BenchTopology/](data/BenchTopology/README.md) contains latency measurments and topology for a 52-machine `cardano-node` cluster that is used for benchmarking. The machine is spread among three AWS regions. + ## 2024-11-04 ### Uniform vs. Non-uniform IB generation in Short Leios @@ -8,7 +14,7 @@ Drafted a version of Short Leios where IB generation is uniform over the Propose -## 2024-01-01 +## 2024-11-01 ### Haskell Simulation diff --git a/data/BenchTopology/README.md b/data/BenchTopology/README.md new file mode 100644 index 00000000..c08ac124 --- /dev/null +++ b/data/BenchTopology/README.md @@ -0,0 +1,65 @@ +# Latencies of a 52-node benchmarking cluster + +This folder contains latency measurements for a 54-node benchmarking cluster. + + +## [`topology-dense-52.json`](topology-dense-52.json) + +The topology specification for our benchmarking cluster. +We use 3 different AWS regions. Each node is connected to 6 other nodes: +* 4 in the same region +* 1 in each other region + +The topology is static (i.e., no dynamic P2P), which is a requirement for reproducible diffusion metrics in benchmarks. + +All nodes named 'node-*' are block producers for the benchmark. The 'explorer' node is an administrative node so to speak, which we use for monitoring an ongoing cluster run. You can probably disregard that one for a Leios simulation. + + +## [`topology-dense-52-by-region.pdf`](topology-dense-52-by-region.pdf) + +A rendered graph grouping nodes by AWS region. (The AWS region labels 'US' and 'AP' appear swapped in the PDF, apologies). + + +## [`topology-dense-52-as-torus.pdf`](topology-dense-52-as-torus.pdf) + +A rendered graph illustrating the torus-like nature of the topology. + + +## [`example-node-configs/`](example-node-configs.tar.gz) + +A directory containing the actual 'topology.json' files for each node used to configure a benchmarking run on the cluster. + +The node-to-ip-mapping.txt is added only as a human-readable lookup for the IPs used, in case you need that for clarification. + +Note that the IP addresses have been anonymized in a manner that preserves subnet relationships. + + +## [`latency.sqlite3`](latency.sqlite3.gz) + +The latency matrix for a deployed cluster. All of the machines are `AWS EC2 c5.2xlarge`. + +On each node, a series of pings is performed to each of its peers specified in the topology. This also implies that each of the edges is measured in two directions. Each series of pings is performed three times, with varying package sizes (min, max, and default size). All results end up in the database's 'ping' table, which looks like this (example): + +``` +sqlite> .mode table +sqlite> select * from ping limit 1; ++--------+--------+------+------+---------------+-------------+ +| source | dest | size | time | source_region | dest_region | ++--------+--------+------+------+---------------+-------------+ +| node-0 | node-1 | 24 | 90.3 | EU | US | ++--------+--------+------+------+---------------+-------------+ +``` + +### Example queries: + +```sql +SELECT source, dest, AVG(time) FROM ping WHERE size = 64 AND source < dest GROUP BY source, dest; +``` + +Most likely what you want for the simulation: the avg ping RTT in ms, at default packet size, for all edges defined in the topology - disregarding bi-directional measurements, which might differ very very slightly. (i.e. ping from 'node-0' to 'node-1' shown, but from 'node-1' to 'node-0' not shown) + +```sql +SELECT source, dest, source_region, dest_region, AVG(time) FROM ping WHERE size = 64 GROUP BY source, dest; +``` + +Same as above, but more detailed and including bi-directional measurements. 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+ "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-7", + "nodeId": 7, + "org": "ORG", + "pools": 1, + "producers": [ + "node-8", + "node-6", + "node-10", + "node-4", + "node-22", + "node-40" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-10", + "nodeId": 10, + "org": "ORG", + "pools": 1, + "producers": [ + "node-11", + "node-9", + "node-13", + "node-7", + "node-25", + "node-43" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-13", + "nodeId": 13, + "org": "ORG", + "pools": 1, + "producers": [ + "node-14", + "node-12", + "node-16", + "node-10", + "node-28", + "node-46" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-16", + "nodeId": 16, + "org": "ORG", + "pools": 1, + "producers": [ + "node-17", + "node-15", + "node-19", + "node-13", + "node-31", + "node-49" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-19", + "nodeId": 19, + "org": "ORG", + "pools": 1, + "producers": [ + "node-20", + "node-18", + "node-22", + "node-16", + "node-34", + "node-1" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-22", + "nodeId": 22, + "org": "ORG", + "pools": 1, + "producers": [ + "node-23", + "node-21", + "node-25", + "node-19", + "node-37", + "node-4" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-25", + "nodeId": 25, + "org": "ORG", + "pools": 1, + "producers": [ + "node-26", + "node-24", + "node-28", + "node-22", + "node-40", + "node-7" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-28", + "nodeId": 28, + "org": "ORG", + "pools": 1, + "producers": [ + "node-29", + "node-27", + "node-31", + "node-25", + "node-43", + "node-10" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-31", + "nodeId": 31, + "org": "ORG", + "pools": 1, + "producers": [ + "node-32", + "node-30", + "node-34", + "node-28", + "node-46", + "node-13" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-34", + "nodeId": 34, + "org": "ORG", + "pools": 1, + "producers": [ + "node-35", + "node-33", + "node-37", + "node-31", + "node-49", + "node-16" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-37", + "nodeId": 37, + "org": "ORG", + "pools": 1, + "producers": [ + "node-38", + "node-36", + "node-40", + "node-34", + "node-1", + "node-19" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-40", + "nodeId": 40, + "org": "ORG", + "pools": 1, + "producers": [ + "node-41", + "node-39", + "node-43", + "node-37", + "node-4", + "node-22" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-43", + "nodeId": 43, + "org": "ORG", + "pools": 1, + "producers": [ + "node-44", + "node-42", + "node-46", + "node-40", + "node-7", + "node-25" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-46", + "nodeId": 46, + "org": "ORG", + "pools": 1, + "producers": [ + "node-47", + "node-45", + "node-49", + "node-43", + "node-10", + "node-28" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-49", + "nodeId": 49, + "org": "ORG", + "pools": 1, + "producers": [ + "node-50", + "node-48", + "node-1", + "node-46", + "node-13", + "node-31" + ], + "region": "us-east-1", + "stakePool": true + }, + { + "name": "node-2", + "nodeId": 2, + "org": "ORG", + "pools": 1, + "producers": [ + "node-0", + "node-1", + "node-5", + "node-50", + "node-17", + "node-35" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-5", + "nodeId": 5, + "org": "ORG", + "pools": 1, + "producers": [ + "node-3", + "node-4", + "node-8", + "node-2", + "node-20", + "node-38" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-8", + "nodeId": 8, + "org": "ORG", + "pools": 1, + "producers": [ + "node-6", + "node-7", + "node-11", + "node-5", + "node-23", + "node-41" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-11", + "nodeId": 11, + "org": "ORG", + "pools": 1, + "producers": [ + "node-9", + "node-10", + "node-14", + "node-8", + "node-26", + "node-44" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-14", + "nodeId": 14, + "org": "ORG", + "pools": 1, + "producers": [ + "node-12", + "node-13", + "node-17", + "node-11", + "node-29", + "node-47" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-17", + "nodeId": 17, + "org": "ORG", + "pools": 1, + "producers": [ + "node-15", + "node-16", + "node-20", + "node-14", + "node-32", + "node-50" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-20", + "nodeId": 20, + "org": "ORG", + "pools": 1, + "producers": [ + "node-18", + "node-19", + "node-23", + "node-17", + "node-35", + "node-2" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-23", + "nodeId": 23, + "org": "ORG", + "pools": 1, + "producers": [ + "node-21", + "node-22", + "node-26", + "node-20", + "node-38", + "node-5" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-26", + "nodeId": 26, + "org": "ORG", + "pools": 1, + "producers": [ + "node-24", + "node-25", + "node-29", + "node-23", + "node-41", + "node-8" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-29", + "nodeId": 29, + "org": "ORG", + "pools": 1, + "producers": [ + "node-27", + "node-28", + "node-32", + "node-26", + "node-44", + "node-11" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-32", + "nodeId": 32, + "org": "ORG", + "pools": 1, + "producers": [ + "node-30", + "node-31", + "node-35", + "node-29", + "node-47", + "node-14" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-35", + "nodeId": 35, + "org": "ORG", + "pools": 1, + "producers": [ + "node-33", + "node-34", + "node-38", + "node-32", + "node-50", + "node-17" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-38", + "nodeId": 38, + "org": "ORG", + "pools": 1, + "producers": [ + "node-36", + "node-37", + "node-41", + "node-35", + "node-2", + "node-20" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-41", + "nodeId": 41, + "org": "ORG", + "pools": 1, + "producers": [ + "node-39", + "node-40", + "node-44", + "node-38", + "node-5", + "node-23" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-44", + "nodeId": 44, + "org": "ORG", + "pools": 1, + "producers": [ + "node-42", + "node-43", + "node-47", + "node-41", + "node-8", + "node-26" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-47", + "nodeId": 47, + "org": "ORG", + "pools": 1, + "producers": [ + "node-45", + "node-46", + "node-50", + "node-44", + "node-11", + "node-29" + ], + "region": "ap-southeast-2", + "stakePool": true + }, + { + "name": "node-50", + "nodeId": 50, + "org": "ORG", + "pools": 1, + "producers": [ + "node-48", + "node-49", + "node-2", + "node-47", + "node-14", + "node-32" + ], + "region": "ap-southeast-2", + "stakePool": true + } + ], + "relayNodes": [ + { + "name": "explorer", + "nodeId": 52, + "org": "ORG", + "pools": null, + "producers": [ + "node-0", + "node-1", + "node-2", + "node-3", + "node-4", + "node-5", + "node-6", + "node-7", + "node-8", + "node-9", + "node-10", + "node-11", + "node-12", + "node-13", + "node-14", + "node-15", + "node-16", + "node-17", + "node-18", + "node-19", + "node-20", + "node-21", + "node-22", + "node-23", + "node-24", + "node-25", + "node-26", + "node-27", + "node-28", + "node-29", + "node-30", + "node-31", + "node-32", + "node-33", + "node-34", + "node-35", + "node-36", + "node-37", + "node-38", + "node-39", + "node-40", + "node-41", + "node-42", + "node-43", + "node-44", + "node-45", + "node-46", + "node-47", + "node-48", + "node-49", + "node-50", + "node-51" + ], + "region": "eu-central-1", + "stakePool": null + } + ] +} From 24131c77c482c94b7d209a4000f06ff100aa8e16 Mon Sep 17 00:00:00 2001 From: Simon Gellis Date: Tue, 5 Nov 2024 11:20:15 -0500 Subject: [PATCH 08/27] sim-rs: fix performance of file streaming --- sim-rs/sim-cli/src/events.rs | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/sim-rs/sim-cli/src/events.rs b/sim-rs/sim-cli/src/events.rs index 0139a9ab..fcf0997f 100644 --- a/sim-rs/sim-cli/src/events.rs +++ b/sim-rs/sim-cli/src/events.rs @@ -16,7 +16,7 @@ use sim_core::{ }; use tokio::{ fs::{self, File}, - io::AsyncWriteExt as _, + io::{AsyncWriteExt as _, BufWriter}, sync::mpsc, }; use tracing::{info, info_span}; @@ -101,8 +101,11 @@ impl EventMonitor { Some(ref path) => { let file = File::create(path).await?; match self.output_format { - OutputFormat::EventStream => OutputTarget::EventStream(file), - OutputFormat::SlotStream => OutputTarget::SlotStream { file, next: None }, + OutputFormat::EventStream => OutputTarget::EventStream(BufWriter::new(file)), + OutputFormat::SlotStream => OutputTarget::SlotStream { + file: BufWriter::new(file), + next: None, + }, } } None => OutputTarget::None, @@ -315,9 +318,9 @@ fn should_log_event(event: &Event) -> bool { } enum OutputTarget { - EventStream(File), + EventStream(BufWriter), SlotStream { - file: File, + file: BufWriter, next: Option, }, None, @@ -354,7 +357,7 @@ impl OutputTarget { Ok(()) } - async fn write_line(file: &mut File, event: T) -> Result<()> { + async fn write_line(file: &mut BufWriter, event: T) -> Result<()> { let mut string = serde_json::to_string(&event)?; string.push('\n'); file.write_all(string.as_bytes()).await?; From 2172654c8bbd28881647a6bd47eb0bd906d29c2d Mon Sep 17 00:00:00 2001 From: Wen Kokke Date: Tue, 5 Nov 2024 16:30:49 +0000 Subject: [PATCH 09/27] simulation: Add To/FromJSON for P2P --- simulation/src/P2P.hs | 21 +++++++++++++---- .../src/PraosProtocol/ExamplesPraosP2P.hs | 11 ++++----- simulation/src/SimTypes.hs | 23 +++++++++++++++++-- 3 files changed, 43 insertions(+), 12 deletions(-) diff --git a/simulation/src/P2P.hs b/simulation/src/P2P.hs index ecb942ab..9d83f909 100644 --- a/simulation/src/P2P.hs +++ b/simulation/src/P2P.hs @@ -1,4 +1,5 @@ {-# LANGUAGE BangPatterns #-} +{-# LANGUAGE DeriveGeneric #-} {-# LANGUAGE DuplicateRecordFields #-} {-# LANGUAGE NamedFieldPuns #-} @@ -7,6 +8,7 @@ module P2P where import Control.Monad (when) import Control.Monad.Class.MonadTime.SI (DiffTime) import Control.Monad.ST (ST) +import Data.Aeson.Types (FromJSON, ToJSON (..), defaultOptions, genericToEncoding) import Data.Array.ST as Array ( Ix (range), MArray (newArray), @@ -21,17 +23,22 @@ import qualified Data.KdMap.Static as KdMap import Data.List (mapAccumL, sort, unfoldr) import Data.Map.Strict (Map) import qualified Data.Map.Strict as Map +import GHC.Generics (Generic) +import SimTypes (NodeId (..), Point (..), WorldShape (..)) import System.Random (StdGen) import qualified System.Random as Random -import SimTypes (NodeId (..), Point (..), WorldShape (..)) - data P2PTopography = P2PTopography { p2pNodes :: !(Map NodeId Point) , p2pLinks :: !(Map (NodeId, NodeId) Latency) , p2pWorldShape :: !WorldShape } - deriving (Show) + deriving (Show, Generic) + +instance ToJSON P2PTopography where + toEncoding = genericToEncoding defaultOptions + +instance FromJSON P2PTopography type Latency = -- | Double rather than DiffTime for efficiency @@ -41,13 +48,19 @@ data P2PTopographyCharacteristics = P2PTopographyCharacteristics { p2pWorldShape :: !WorldShape -- ^ Size of the world (in seconds): (Circumference, pole-to-pole) , -- \^ Number of nodes, e.g. 100, 1000, 10,000 + p2pNumNodes :: Int -- ^ Per-node upstream links picked as close peers, e.g. 5 of 10 total , p2pNodeLinksClose :: Int -- ^ Per-node upstream links picked as random peers, e.g. 5 of 10 total , p2pNodeLinksRandom :: Int } - deriving (Show) + deriving (Show, Generic) + +instance ToJSON P2PTopographyCharacteristics where + toEncoding = genericToEncoding defaultOptions + +instance FromJSON P2PTopographyCharacteristics -- | Strategy for creating an arbitrary P2P network: -- diff --git a/simulation/src/PraosProtocol/ExamplesPraosP2P.hs b/simulation/src/PraosProtocol/ExamplesPraosP2P.hs index ab36ff23..4199d412 100644 --- a/simulation/src/PraosProtocol/ExamplesPraosP2P.hs +++ b/simulation/src/PraosProtocol/ExamplesPraosP2P.hs @@ -9,14 +9,12 @@ module PraosProtocol.ExamplesPraosP2P where +import ChanDriver import Data.Aeson import qualified Data.ByteString.Char8 as BS8 +import Data.Coerce (coerce) import Data.Functor.Contravariant (Contravariant (contramap)) import qualified Data.Map.Strict as Map -import System.Random (StdGen, mkStdGen) - -import ChanDriver -import Data.Coerce (coerce) import GHC.Generics import Network.TypedProtocol import P2P (P2PTopography (p2pNodes), P2PTopographyCharacteristics (..), genArbitraryP2PTopography) @@ -32,6 +30,7 @@ import PraosProtocol.VizSimPraosP2P import Sample import SimTCPLinks (mkTcpConnProps) import SimTypes +import System.Random (StdGen, mkStdGen) import Viz example1 :: Vizualisation @@ -96,7 +95,7 @@ data LatencyPerStake = LatencyPerStake deriving (Generic, ToJSON, FromJSON) data DiffusionData = DiffusionData - { topography :: String + { topography :: P2PTopographyCharacteristics , entries :: [DiffusionEntry] , latency_per_stake :: [LatencyPerStake] } @@ -129,7 +128,7 @@ diffusionSampleModel p2pTopographyCharacteristics fp = SampleModel Map.empty acc encodeFile fp $ DiffusionData - { topography = show p2pTopographyCharacteristics + { topography = p2pTopographyCharacteristics , entries , latency_per_stake = map (diffusionEntryToLatencyPerStake nnodes) entries } diff --git a/simulation/src/SimTypes.hs b/simulation/src/SimTypes.hs index 147bfdcd..510fbb1b 100644 --- a/simulation/src/SimTypes.hs +++ b/simulation/src/SimTypes.hs @@ -1,15 +1,29 @@ +{-# LANGUAGE DeriveGeneric #-} +{-# LANGUAGE DerivingStrategies #-} +{-# LANGUAGE GeneralizedNewtypeDeriving #-} + module SimTypes where +import Data.Aeson.Types (FromJSON, FromJSONKey, ToJSON (..), ToJSONKey, defaultOptions, genericToEncoding) import Data.Ix (Ix) +import GHC.Generics (Generic) newtype NodeId = NodeId Int deriving (Eq, Ord, Ix, Show) + deriving newtype (ToJSON, FromJSON, ToJSONKey, FromJSONKey) data LabelNode e = LabelNode NodeId e deriving (Show) + data LabelLink e = LabelLink NodeId NodeId e deriving (Show) -- | Position in simulation world coordinates -data Point = Point !Double !Double deriving (Show) +data Point = Point !Double !Double + deriving (Show, Generic) + +instance ToJSON Point where + toEncoding = genericToEncoding defaultOptions + +instance FromJSON Point data WorldShape = WorldShape { worldDimensions :: !(Double, Double) @@ -20,4 +34,9 @@ data WorldShape = WorldShape -- to the West edge, or if the world is a rectangle, with no wrapping at -- the edges. This affects the latencies. } - deriving (Show) + deriving (Show, Generic) + +instance ToJSON WorldShape where + toEncoding = genericToEncoding defaultOptions + +instance FromJSON WorldShape From 0b8faa90c4c6861c50c1a3e75fd874e582f9f302 Mon Sep 17 00:00:00 2001 From: Wen Kokke Date: Tue, 5 Nov 2024 17:00:12 +0000 Subject: [PATCH 10/27] Add To/FromJSON reader for topology-dense-52.json --- simulation/ouroboros-leios-sim.cabal | 3 ++ simulation/src/Topology.hs | 62 ++++++++++++++++++++++++++++ 2 files changed, 65 insertions(+) create mode 100644 simulation/src/Topology.hs diff --git a/simulation/ouroboros-leios-sim.cabal b/simulation/ouroboros-leios-sim.cabal index ee027059..336b9e12 100644 --- a/simulation/ouroboros-leios-sim.cabal +++ b/simulation/ouroboros-leios-sim.cabal @@ -68,6 +68,7 @@ library SimTCPLinks SimTypes TimeCompat + Topology Viz VizChart VizSim @@ -103,8 +104,10 @@ library , random , serialise , si-timers + , text , time , typed-protocols >=0.3 + , vector hs-source-dirs: src default-language: Haskell2010 diff --git a/simulation/src/Topology.hs b/simulation/src/Topology.hs new file mode 100644 index 00000000..c70c95f8 --- /dev/null +++ b/simulation/src/Topology.hs @@ -0,0 +1,62 @@ +{-# LANGUAGE DeriveGeneric #-} +{-# LANGUAGE DerivingStrategies #-} +{-# LANGUAGE GeneralizedNewtypeDeriving #-} + +module Topology where + +import Data.Aeson.Types (FromJSON (..), Options (..), ToJSON (..), defaultOptions, genericParseJSON, genericToEncoding) +import Data.Text (Text) +import Data.Vector (Vector) +import GHC.Generics (Generic) + +newtype NodeName = NodeName Text + deriving (Show, Eq, Ord) + deriving newtype (FromJSON, ToJSON) + +newtype NodeId = NodeId Int + deriving (Show, Eq, Ord) + deriving newtype (FromJSON, ToJSON) + +newtype OrgName = OrgName Text + deriving (Show, Eq, Ord) + deriving newtype (FromJSON, ToJSON) + +newtype RegionName = RegionName Text + deriving (Show, Eq, Ord) + deriving newtype (FromJSON, ToJSON) + +data Node + = Node + { name :: !NodeName + , nodeId :: !NodeId + , org :: !OrgName + , pools :: !(Maybe Int) + , producers :: !(Vector NodeName) + , region :: !RegionName + , stakePool :: !Bool + } + deriving (Show, Generic) + +instance ToJSON Node where + toEncoding = genericToEncoding defaultOptions + +instance FromJSON Node + +newtype Nodes = Nodes + { coreNodes :: Vector Node + } + deriving (Show, Generic) + +instance ToJSON Nodes where + toEncoding = + genericToEncoding + defaultOptions + { unwrapUnaryRecords = False + } + +instance FromJSON Nodes where + parseJSON = + genericParseJSON + defaultOptions + { unwrapUnaryRecords = False + } From 6f454bb0cd899146ed11795140121b5f91a04559 Mon Sep 17 00:00:00 2001 From: Simon Gellis Date: Tue, 5 Nov 2024 14:29:13 -0500 Subject: [PATCH 11/27] sim-rs: correctly handle early shutdown in node --- sim-rs/sim-core/src/clock.rs | 4 +--- sim-rs/sim-core/src/sim.rs | 10 +++++++--- sim-rs/sim-core/src/sim/node.rs | 30 +++++++++++++++++++----------- 3 files changed, 27 insertions(+), 17 deletions(-) diff --git a/sim-rs/sim-core/src/clock.rs b/sim-rs/sim-core/src/clock.rs index 9dd98501..bb063993 100644 --- a/sim-rs/sim-core/src/clock.rs +++ b/sim-rs/sim-core/src/clock.rs @@ -52,8 +52,6 @@ impl Clock { pub async fn wait_until(&self, timestamp: Timestamp) { let scaled = Duration::from_secs_f64(timestamp.0.as_secs_f64() / self.scale); let instant = self.start + scaled; - if instant > Instant::now() { - time::sleep_until(instant.into()).await; - } + time::sleep_until(instant.into()).await; } } diff --git a/sim-rs/sim-core/src/sim.rs b/sim-rs/sim-core/src/sim.rs index 0f0db0ce..161ccf5b 100644 --- a/sim-rs/sim-core/src/sim.rs +++ b/sim-rs/sim-core/src/sim.rs @@ -33,7 +33,7 @@ pub struct Simulation { network: Network, event_queue: EventQueue, nodes: Vec, - slot_broadcaster: watch::Sender, + slot_broadcaster: Option>, tx_sinks: HashMap>>, next_tx_id: u64, } @@ -91,7 +91,7 @@ impl Simulation { network, event_queue, nodes, - slot_broadcaster, + slot_broadcaster: Some(slot_broadcaster), tx_sinks, next_tx_id: 0, }) @@ -141,11 +141,15 @@ impl Simulation { fn handle_new_slot(&mut self, slot: u64) -> bool { if self.config.slots.is_some_and(|s| slot == s) { // done running + self.slot_broadcaster.take(); return true; } self.tracker.track_slot(slot); - self.slot_broadcaster.send_replace(slot); + if let Some(broadcaster) = &self.slot_broadcaster { + // already finished running + broadcaster.send_replace(slot); + } self.event_queue .queue_event(SimulationEvent::NewSlot(slot + 1), Duration::from_secs(1)); diff --git a/sim-rs/sim-core/src/sim/node.rs b/sim-rs/sim-core/src/sim/node.rs index a1de4a1d..07704dbd 100644 --- a/sim-rs/sim-core/src/sim/node.rs +++ b/sim-rs/sim-core/src/sim/node.rs @@ -116,14 +116,26 @@ impl Node { pub async fn run(mut self) -> Result<()> { loop { select! { - _ = self.slot_receiver.changed() => { - let slot = *self.slot_receiver.borrow_and_update(); + change_res = self.slot_receiver.changed() => { + if change_res.is_err() { + // sim has stopped running + break; + } + let slot = *self.slot_receiver.borrow(); self.handle_new_slot(slot)?; } - Some(tx) = self.tx_source.recv() => { + maybe_tx = self.tx_source.recv() => { + let Some(tx) = maybe_tx else { + // sim has stopped running + break; + }; self.receive_tx(self.id, tx)?; } - Some((from, msg)) = self.msg_source.recv() => { + maybe_msg = self.msg_source.recv() => { + let Some((from, msg)) = maybe_msg else { + // sim has stopped running + break; + }; match msg { // TX propagation SimulationMessage::AnnounceTx(id) => { @@ -172,24 +184,20 @@ impl Node { } }; } + Ok(()) } - fn handle_new_slot(&mut self, slot: u64) -> Result { + fn handle_new_slot(&mut self, slot: u64) -> Result<()> { // The beginning of a new slot is the end of an old slot. // Publish any input blocks left over from the last slot if slot > 0 { self.finish_generating_ibs(slot - 1)?; } - if self.sim_config.slots.is_some_and(|s| slot == s) { - // done running - return Ok(true); - } - self.handle_input_block_generation(slot)?; self.try_generate_praos_block(slot)?; - Ok(false) + Ok(()) } fn handle_input_block_generation(&mut self, slot: u64) -> Result<()> { From eebfab1518d348fe48d0b1f36663c07f050cc9e8 Mon Sep 17 00:00:00 2001 From: Simon Gellis Date: Tue, 5 Nov 2024 15:16:57 -0500 Subject: [PATCH 12/27] sim-rs: yield inside wait_until, even for times in the past --- sim-rs/sim-core/src/clock.rs | 1 + 1 file changed, 1 insertion(+) diff --git a/sim-rs/sim-core/src/clock.rs b/sim-rs/sim-core/src/clock.rs index bb063993..bf0aa8ac 100644 --- a/sim-rs/sim-core/src/clock.rs +++ b/sim-rs/sim-core/src/clock.rs @@ -52,6 +52,7 @@ impl Clock { pub async fn wait_until(&self, timestamp: Timestamp) { let scaled = Duration::from_secs_f64(timestamp.0.as_secs_f64() / self.scale); let instant = self.start + scaled; + tokio::task::yield_now().await; time::sleep_until(instant.into()).await; } } From f6dc5db52180bceefd3853fdb5360d5b5a6326a1 Mon Sep 17 00:00:00 2001 From: Brian W Bush Date: Tue, 5 Nov 2024 13:22:01 -0700 Subject: [PATCH 13/27] Added notes of team session to logbook --- Logbook.md | 41 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) diff --git a/Logbook.md b/Logbook.md index 3e7fc3a2..003aabaa 100644 --- a/Logbook.md +++ b/Logbook.md @@ -2,6 +2,47 @@ ## 2024-11-05 +### Team session + +- Documenting discussions + - We should consider a rule or standard practice for documenting discussions. + - We might want to experiment more with github discussions: slack seems more convenient, but isn't transparent. + - Summarize lengthy slack discussions in the log book, and it's okay to tag someone if no one volunteers. + - We'll check in two weeks to see how things are going. +- We might try stronger collaboration between work streams now that opportunities have emerged. + - Please comment on github discussions even if it isn't immediately relevant for your day's work. +- Opportunities for comparing results of models and simulations + - The tools aren't quite ripe for comparisons, but will be soon. + - We definitely should present comparison results at the monthly demo. + - Compare two-node Haskell simulation to Delta Q? + - Compare all models/simulations to 52-node benchmark cluster? +- We need to be careful about measuring latency. + - Adoption of a preferred chain proceeds in "waves" accross the network. + - In case of battles between forks, the winner might should a higher latency, depending upon how that is measured. + - Chains are only partially ordered (by length). + - Using a total ordering (by length then a hash) may make propagation and measurement faster. + - The Haskell simulator shows some extreme outliers, and these are being investigated. +- The presence of relays add two extra hops on mainnet. + - Typically, there are at least two relays per block producer and all reside in the same data center. + - Block validation takes ~100 ms for a typical block, which is on the order of diffusion time between the block producer and the relays. +- Uniform/non-uniform IBs in Short Leios + - The protocol should tolerate spikes of 2-3x. + - Uniformity may leave the network idle at the guaranteed delivery time. + - Non-uniformity creates more spikiness. + - Elastic cloud vs bare metal pricing models have different implications for optimizing the protocol to handle spikes. + - The original design was optimized to tolerate spikes; Short Leios assumed elastic hosting in order to deal with spikes. + - Not having a well-defined cost model somewhat blocks Research. + - For now, assume bare metal pricing. +- Two types of robustness in Leios + - Handling of spikes (i.e., short vs simplified Leios) + - Guarantee of all IBs arriving (i.e., non-full vs full Leios) +- Next meeting + - Manually simulation Leios + - Tag stages with parameters describing them and estimates of those parameters +- Action times + - Pie chart of mainnet hosting types (@bwbush) + - Work on pricing model (@bwbush) + ### Latency measurements of 52-node cluster The folder [data/BenchTopology/](data/BenchTopology/README.md) contains latency measurments and topology for a 52-machine `cardano-node` cluster that is used for benchmarking. The machine is spread among three AWS regions. From 4170034a3eed4f5756e88946f7730642c91e41b8 Mon Sep 17 00:00:00 2001 From: Giorgos Panagiotakos Date: Wed, 6 Nov 2024 10:49:10 +0200 Subject: [PATCH 14/27] Update Logbook.md --- Logbook.md | 1 + 1 file changed, 1 insertion(+) diff --git a/Logbook.md b/Logbook.md index 003aabaa..31c23717 100644 --- a/Logbook.md +++ b/Logbook.md @@ -33,6 +33,7 @@ - The original design was optimized to tolerate spikes; Short Leios assumed elastic hosting in order to deal with spikes. - Not having a well-defined cost model somewhat blocks Research. - For now, assume bare metal pricing. + - We should see whether the typical connection used in bare metal (e.g., 1 GBit) is already 10x what our target throughput is (e.g., 100MBit), and thus may be already capable of handling spikes of that magnitude. - Two types of robustness in Leios - Handling of spikes (i.e., short vs simplified Leios) - Guarantee of all IBs arriving (i.e., non-full vs full Leios) From 5948ec558abe20e97be1cf43068b61eb581d8741 Mon Sep 17 00:00:00 2001 From: whatisRT Date: Tue, 5 Nov 2024 14:39:39 +0100 Subject: [PATCH 15/27] Add `--safe` flags where possible --- formal-spec/Leios/Abstract.agda | 2 ++ formal-spec/Leios/Base.agda | 2 ++ formal-spec/Leios/Blocks.agda | 2 ++ formal-spec/Leios/FFD.agda | 2 ++ formal-spec/Leios/Prelude.agda | 2 ++ formal-spec/Leios/SimpleSpec.agda | 1 + formal-spec/Leios/VRF.agda | 2 ++ 7 files changed, 13 insertions(+) diff --git a/formal-spec/Leios/Abstract.agda b/formal-spec/Leios/Abstract.agda index 18c0717a..1c35e9ff 100644 --- a/formal-spec/Leios/Abstract.agda +++ b/formal-spec/Leios/Abstract.agda @@ -1,3 +1,5 @@ +{-# OPTIONS --safe #-} + module Leios.Abstract where open import Leios.Prelude diff --git a/formal-spec/Leios/Base.agda b/formal-spec/Leios/Base.agda index 4431256d..dc0e8ae4 100644 --- a/formal-spec/Leios/Base.agda +++ b/formal-spec/Leios/Base.agda @@ -1,3 +1,5 @@ +-- {-# OPTIONS --safe #-} + open import Leios.Prelude open import Leios.Abstract diff --git a/formal-spec/Leios/Blocks.agda b/formal-spec/Leios/Blocks.agda index 272f3390..49f7eeee 100644 --- a/formal-spec/Leios/Blocks.agda +++ b/formal-spec/Leios/Blocks.agda @@ -1,3 +1,5 @@ +-- {-# OPTIONS --safe #-} + open import Leios.Prelude open import Leios.Abstract open import Leios.FFD diff --git a/formal-spec/Leios/FFD.agda b/formal-spec/Leios/FFD.agda index 9c0e4072..e38f9adc 100644 --- a/formal-spec/Leios/FFD.agda +++ b/formal-spec/Leios/FFD.agda @@ -1,3 +1,5 @@ +{-# OPTIONS --safe #-} + module Leios.FFD where open import Leios.Prelude diff --git a/formal-spec/Leios/Prelude.agda b/formal-spec/Leios/Prelude.agda index fdf410a5..0e989930 100644 --- a/formal-spec/Leios/Prelude.agda +++ b/formal-spec/Leios/Prelude.agda @@ -1,3 +1,5 @@ +{-# OPTIONS --safe #-} + module Leios.Prelude where open import abstract-set-theory.FiniteSetTheory public diff --git a/formal-spec/Leios/SimpleSpec.agda b/formal-spec/Leios/SimpleSpec.agda index 75081542..d8fe4ca2 100644 --- a/formal-spec/Leios/SimpleSpec.agda +++ b/formal-spec/Leios/SimpleSpec.agda @@ -1,3 +1,4 @@ +-- {-# OPTIONS --safe #-} {-# OPTIONS --allow-unsolved-metas #-} open import Leios.Prelude diff --git a/formal-spec/Leios/VRF.agda b/formal-spec/Leios/VRF.agda index eb6d639e..109e2057 100644 --- a/formal-spec/Leios/VRF.agda +++ b/formal-spec/Leios/VRF.agda @@ -1,3 +1,5 @@ +{-# OPTIONS --safe #-} + open import Leios.Prelude open import Leios.Abstract From bac93f2c831d95a63153eb3687be88fdd2b94d8c Mon Sep 17 00:00:00 2001 From: whatisRT Date: Tue, 5 Nov 2024 15:32:01 +0100 Subject: [PATCH 16/27] Use instances to resolve hashing This allows us to separate hashing concerns from everything else with only minor overhead --- formal-spec/Leios/Base.agda | 2 +- formal-spec/Leios/Blocks.agda | 22 ++++++++-------------- formal-spec/Leios/SimpleSpec.agda | 3 +++ 3 files changed, 12 insertions(+), 15 deletions(-) diff --git a/formal-spec/Leios/Base.agda b/formal-spec/Leios/Base.agda index dc0e8ae4..fbdf18ec 100644 --- a/formal-spec/Leios/Base.agda +++ b/formal-spec/Leios/Base.agda @@ -1,4 +1,4 @@ --- {-# OPTIONS --safe #-} +{-# OPTIONS --safe #-} open import Leios.Prelude open import Leios.Abstract diff --git a/formal-spec/Leios/Blocks.agda b/formal-spec/Leios/Blocks.agda index 49f7eeee..4d521c28 100644 --- a/formal-spec/Leios/Blocks.agda +++ b/formal-spec/Leios/Blocks.agda @@ -1,4 +1,4 @@ --- {-# OPTIONS --safe #-} +{-# OPTIONS --safe #-} open import Leios.Prelude open import Leios.Abstract @@ -41,8 +41,6 @@ record IBHeaderOSig (b : Bool) : Type where IBHeader = IBHeaderOSig true PreIBHeader = IBHeaderOSig false -instance postulate Hashable-IBHeaderOSig : ∀ {b} → Hashable (IBHeaderOSig b) Hash - record IBBody : Type where field txs : List Tx @@ -62,7 +60,7 @@ instance IsBlock-InputBlock : IsBlock InputBlock IsBlock-InputBlock = record { InputBlock } -mkIBHeader : ℕ → PoolID → VrfPf → PrivKey → List Tx → IBHeader +mkIBHeader : ⦃ Hashable PreIBHeader Hash ⦄ → ℕ → PoolID → VrfPf → PrivKey → List Tx → IBHeader mkIBHeader slot id π pKey txs = record { signature = sign pKey (hash h) ; IBHeaderOSig h } where h : IBHeaderOSig false @@ -73,7 +71,7 @@ mkIBHeader slot id π pKey txs = record { signature = sign pKey (hash h) ; IBHea ; signature = _ } -getIBRef : InputBlock → IBRef +getIBRef : ⦃ Hashable IBHeader Hash ⦄ → InputBlock → IBRef getIBRef = hash ∘ InputBlock.header -------------------------------------------------------------------------------- @@ -92,16 +90,14 @@ EndorserBlock = EndorserBlockOSig true PreEndorserBlock = EndorserBlockOSig false instance - postulate Hashable-PreEndorserBlock : Hashable PreEndorserBlock Hash - - Hashable-EndorserBlock : Hashable EndorserBlock Hash + Hashable-EndorserBlock : ⦃ Hashable PreEndorserBlock Hash ⦄ → Hashable EndorserBlock Hash Hashable-EndorserBlock .hash b = hash {T = PreEndorserBlock} record { EndorserBlockOSig b hiding (signature) ; signature = _ } IsBlock-EndorserBlockOSig : ∀ {b} → IsBlock (EndorserBlockOSig b) IsBlock-EndorserBlockOSig {b} = record { EndorserBlockOSig } -mkEB : ℕ → PoolID → VrfPf → PrivKey → List IBRef → List EBRef → EndorserBlock +mkEB : ⦃ Hashable PreEndorserBlock Hash ⦄ → ℕ → PoolID → VrfPf → PrivKey → List IBRef → List EBRef → EndorserBlock mkEB slot id π pKey LI LE = record { signature = sign pKey (hash b) ; EndorserBlockOSig b } where b : PreEndorserBlock @@ -113,7 +109,7 @@ mkEB slot id π pKey LI LE = record { signature = sign pKey (hash b) ; EndorserB ; signature = _ } -getEBRef : EndorserBlock → EBRef +getEBRef : ⦃ Hashable PreEndorserBlock Hash ⦄ → EndorserBlock → EBRef getEBRef = hash -- TODO @@ -127,9 +123,7 @@ getEBRef = hash -- FFD for Leios Blocks -------------------------------------------------------------------------------- -postulate instance IsBlock-Vote : IsBlock (List Vote) - -module GenFFD where +module GenFFD ⦃ _ : IsBlock (List Vote) ⦄ where data Header : Type where ibHeader : IBHeader → Header ebHeader : EndorserBlock → Header @@ -152,5 +146,5 @@ module GenFFD where msgID (ebHeader h) = (slotNumber h , producerID h) -- NOTE: this isn't in the paper msgID (vHeader h) = (slotNumber h , producerID h) -- NOTE: this isn't in the paper -ffdAbstract : FFDAbstract +ffdAbstract : ⦃ _ : IsBlock (List Vote) ⦄ → FFDAbstract ffdAbstract = record { GenFFD } diff --git a/formal-spec/Leios/SimpleSpec.agda b/formal-spec/Leios/SimpleSpec.agda index d8fe4ca2..feb40432 100644 --- a/formal-spec/Leios/SimpleSpec.agda +++ b/formal-spec/Leios/SimpleSpec.agda @@ -9,6 +9,9 @@ import Leios.Base import Leios.Blocks module Leios.SimpleSpec (a : LeiosAbstract) (let open LeiosAbstract a) (let open Leios.Blocks a) + ⦃ IsBlock-Vote : IsBlock (List Vote) ⦄ + ⦃ Hashable-IBHeaderOSig : ∀ {b} → Hashable (IBHeaderOSig b) Hash ⦄ + ⦃ Hashable-PreEndorserBlock : Hashable PreEndorserBlock Hash ⦄ (id : PoolID) (pKey : PrivKey) (FFD' : FFDAbstract.Functionality ffdAbstract) (vrf : LeiosVRF a) (let open LeiosVRF vrf) (pubKey : PubKey) (let open Leios.Base a) (B' : BaseAbstract) (BF' : BaseAbstract.Functionality B') where From 41a492fe1780712b5bb40284fa64490e0636797f Mon Sep 17 00:00:00 2001 From: Roland Kuhn Date: Wed, 6 Nov 2024 19:35:28 +0100 Subject: [PATCH 17/27] [delta_q] remove load_factor summand to allow better caching The summand was not needed in any scenario I encountered so far. --- delta_q/README.md | 2 +- delta_q/src/delta_q.rs | 75 +++++++++++++++++++----------------------- delta_q/src/parser.rs | 13 ++++---- 3 files changed, 41 insertions(+), 49 deletions(-) diff --git a/delta_q/README.md b/delta_q/README.md index 85c93d59..46b822d0 100644 --- a/delta_q/README.md +++ b/delta_q/README.md @@ -12,7 +12,7 @@ One shortcoming of the published theory is that it doesn't make it obvious how t To this end, this tool contains an extension of the syntax in two ways: 1. the basic outcome constructor `CDF[...]` accepts a postfix `WITH [...]` that may be supplied any number of times to register some step functions for resource usage of performing this outcome -2. the sequence operator `->-` accepts a load factor update of the form `->-×X+Y` which means that the right-hand side will have its load metrics scaled up by a factor that is obtained by taking the factor currently in effect, multiplying it by X and then adding Y (both components are optional) +2. the sequence operator `->-` accepts an optional load factor update of the form `->-×X` which means that the right-hand side will have its load metrics scaled up by the given factor The rules for evaluating the load metrics of outcomes are as follows: diff --git a/delta_q/src/delta_q.rs b/delta_q/src/delta_q.rs index c5242a01..9597834b 100644 --- a/delta_q/src/delta_q.rs +++ b/delta_q/src/delta_q.rs @@ -141,12 +141,11 @@ impl Display for PersistentContext { #[derive(Debug, Clone, Copy, PartialEq, serde::Serialize, serde::Deserialize)] pub struct LoadUpdate { pub factor: f32, - pub summand: f32, } impl LoadUpdate { - pub fn new(factor: f32, summand: f32) -> Self { - Self { factor, summand } + pub fn new(factor: f32) -> Self { + Self { factor } } } @@ -155,19 +154,13 @@ impl Display for LoadUpdate { if self.factor != 1.0 { write!(f, "×{}", self.factor)?; } - if self.summand != 0.0 { - write!(f, "+{}", self.summand)?; - } Ok(()) } } impl Default for LoadUpdate { fn default() -> Self { - Self { - factor: 1.0, - summand: 0.0, - } + Self { factor: 1.0 } } } @@ -627,9 +620,9 @@ impl DeltaQ { #[derive(Debug)] enum Op<'a> { /// Evaluate a DeltaQ with the given load factor and push the result on the result stack - Eval(&'a DeltaQExpr, f32), + Eval(&'a DeltaQExpr), /// construct a sequence from the top two results on the result stack - Seq, + Seq { load_factor: f32 }, /// construct a choice from the top two results on the result stack Choice(f32, f32), /// construct a forall from the top two results on the result stack @@ -648,11 +641,11 @@ impl DeltaQ { let mut res_stack = Vec::::new(); // Start with the initial DeltaQ - op_stack.push(Op::Eval(self.expanded()?, 1.0)); + op_stack.push(Op::Eval(self.expanded()?)); while let Some(op) = op_stack.pop() { match op { - Op::Eval(dq, load_factor) => { + Op::Eval(dq) => { match dq { DeltaQExpr::BlackBox => return Err(DeltaQError::BlackBox), DeltaQExpr::Name(n, r) => { @@ -699,8 +692,7 @@ impl DeltaQ { } // Check cache - let use_cache = - matches!(ephemeral.rec.get(n), Some(None)) && load_factor == 1.0; + let use_cache = matches!(ephemeral.rec.get(n), Some(None)); if use_cache { if let Some(cached_outcome) = ephemeral.cache.get(n) { res_stack.push(cached_outcome.clone()); @@ -715,38 +707,39 @@ impl DeltaQ { if use_cache { op_stack.push(Op::Cache(n)); } - op_stack.push(Op::Eval(dq.expanded()?, load_factor)); + op_stack.push(Op::Eval(dq.expanded()?)); } DeltaQExpr::Outcome(outcome) => { - res_stack.push(outcome.mult(load_factor, ctx)); + res_stack.push(outcome.clone()); } DeltaQExpr::Seq(first, load, second) => { - op_stack.push(Op::Seq); + op_stack.push(Op::Seq { + load_factor: load.factor, + }); // evaluate second after first - op_stack - .push(Op::Eval(second, load_factor * load.factor + load.summand)); - op_stack.push(Op::Eval(first, load_factor)); + op_stack.push(Op::Eval(second)); + op_stack.push(Op::Eval(first)); } DeltaQExpr::Choice(first, w1, second, w2) => { op_stack.push(Op::Choice(*w1, *w2)); - op_stack.push(Op::Eval(second, load_factor)); - op_stack.push(Op::Eval(first, load_factor)); + op_stack.push(Op::Eval(second)); + op_stack.push(Op::Eval(first)); } DeltaQExpr::ForAll(first, second) => { op_stack.push(Op::ForAll); - op_stack.push(Op::Eval(second, load_factor)); - op_stack.push(Op::Eval(first, load_factor)); + op_stack.push(Op::Eval(second)); + op_stack.push(Op::Eval(first)); } DeltaQExpr::ForSome(first, second) => { op_stack.push(Op::ForSome); - op_stack.push(Op::Eval(second, load_factor)); - op_stack.push(Op::Eval(first, load_factor)); + op_stack.push(Op::Eval(second)); + op_stack.push(Op::Eval(first)); } DeltaQExpr::Gossip { .. } => panic!("gossip not expanded"), } } - Op::Seq => { - let second = res_stack.pop().unwrap(); + Op::Seq { load_factor } => { + let second = res_stack.pop().unwrap().mult(load_factor, ctx); let first = res_stack.pop().unwrap(); res_stack.push(first.seq(&second, ctx)?); } @@ -834,7 +827,7 @@ pub fn expand_gossip( if remaining > 1.0 { ret = Arc::new(DeltaQExpr::Seq( Arc::new(hop.clone()), - LoadUpdate::new(cluster_branch, 0.0), + LoadUpdate::new(cluster_branch), Arc::new(DeltaQExpr::Choice(DeltaQ::top().expr, step, ret, remaining)), )); } else { @@ -844,7 +837,7 @@ pub fn expand_gossip( Ok(DeltaQExpr::Seq( DeltaQ::top().expr, - LoadUpdate::new(branching, 0.0), + LoadUpdate::new(branching), Arc::new(DeltaQExpr::Choice(DeltaQ::top().expr, 1.0, ret, size - 1.0)), ) .into()) @@ -1093,16 +1086,16 @@ mod tests { #[test] fn parse_load_update() { - let res = "BB ->-*3+4 BB".parse::().unwrap(); + let res = "BB ->-*3 BB".parse::().unwrap(); assert_eq!( res, DeltaQExpr::Seq( Arc::new(DeltaQExpr::BlackBox), - LoadUpdate::new(3.0, 4.0), + LoadUpdate::new(3.0), Arc::new(DeltaQExpr::BlackBox) ) ); - assert_eq!(res.to_string(), "BB ->-×3+4 BB"); + assert_eq!(res.to_string(), "BB ->-×3 BB"); } #[test] @@ -1236,7 +1229,7 @@ mod tests { ); let dq = DeltaQ::from(DeltaQExpr::Seq( Arc::new(DeltaQExpr::Outcome(outcome.clone())), - LoadUpdate::new(2.0, 0.0), + LoadUpdate::new(2.0), Arc::new(DeltaQExpr::Outcome(outcome)), )); assert_eq!(dq.to_string(), "CDF[(1.5, 0.1)] WITH net[(0, 12), (1, 0)] ->-×2 CDF[(1.5, 0.1)] WITH net[(0, 12), (1, 0)]"); @@ -1291,10 +1284,10 @@ mod tests { a := CDF[(1, 0.4), (2, 1)] WITH common[(0.1, 3), (0.8, 0)] WITH a[(0,1), (1,0)] WITH ab[(0, 12), (1,0)] b := CDF[(2, 0.5), (3, 1)] WITH common[(0.2, 0.1), (1.2, 0.2), (1.5, 0)] WITH b[(0,1), (2,0)] WITH ab[(0, 7), (2,0)] - e1 := a ->-×2 a ->-×3+1 b + e1 := a ->-×2 a ->-×3 b e2 := CDF[(1, 0.4), (2, 1)] WITH common[(0.1, 3), (0.8, 0)] WITH a[(0,1), (1,0)] WITH ab[(0, 12), (1,0)] ->-×2 CDF[(1, 0.4), (2, 1)] WITH common[(0.1, 3), (0.8, 0)] WITH a[(0,1), (1,0)] WITH ab[(0, 12), (1,0)] - ->-×3+1 CDF[(2, 0.5), (3, 1)] WITH common[(0.2, 0.1), (1.2, 0.2), (1.5, 0)] WITH b[(0,1), (2,0)] WITH ab[(0, 7), (2,0)] + ->-×3 CDF[(2, 0.5), (3, 1)] WITH common[(0.2, 0.1), (1.2, 0.2), (1.5, 0)] WITH b[(0,1), (2,0)] WITH ab[(0, 7), (2,0)] ").unwrap(); let e1 = DeltaQ::name("e1") .eval(&ctx, &mut EphemeralContext::default()) @@ -1306,9 +1299,9 @@ mod tests { assert_eq!(e1.to_string(), "\ CDF[(4, 0.08), (5, 0.4), (6, 0.82), (7, 1)] \ WITH a[(0, 1), (1, 0.8), (2, 1.2), (3, 0)] \ - WITH ab[(0, 12), (1, 9.6), (2, 22.24), (3, 31.36), (4, 41.16), (5, 17.64), (6, 0)] \ - WITH b[(2, 1.12), (3, 4.48), (4, 5.88), (5, 2.52), (6, 0)] \ - WITH common[(0.1, 3), (0.8, 0), (1.1, 2.4), (1.8, 0), (2.1, 3.6), (2.2, 3.712), (2.8, 0.112), (3.2, 0.56), (3.5, 0.336), (4.2, 0.924), (4.5, 0.252), (5.2, 0.504), (5.5, 0)]"); + WITH ab[(0, 12), (1, 9.6), (2, 21.12), (3, 26.88), (4, 35.28), (5, 15.12), (6, 0)] \ + WITH b[(2, 0.96), (3, 3.84), (4, 5.04), (5, 2.16), (6, 0)] \ + WITH common[(0.1, 3), (0.8, 0), (1.1, 2.4), (1.8, 0), (2.1, 3.6), (2.2, 3.696), (2.8, 0.096), (3.2, 0.48), (3.5, 0.288), (4.2, 0.792), (4.5, 0.216), (5.2, 0.432), (5.5, 0)]"); } #[test] diff --git a/delta_q/src/parser.rs b/delta_q/src/parser.rs index 44bc8643..e74fbf0a 100644 --- a/delta_q/src/parser.rs +++ b/delta_q/src/parser.rs @@ -55,7 +55,7 @@ fn delta_q(input: &mut &str) -> PResult { loop { let snap = input.checkpoint(); let Ok(op) = alt(( - op_seq.map(|(mult, add)| Op::Seq { mult, add }), + op_seq.map(|mult| Op::Seq { mult }), (num, "<>", num).map(|(l, _, r)| Op::Choice(l, r)), )) .parse_next(input) else { @@ -70,8 +70,8 @@ fn delta_q(input: &mut &str) -> PResult { let rhs = rec(input, rbp)?; lhs = match op { - Op::Seq { mult, add } => { - DeltaQExpr::Seq(Arc::new(lhs), LoadUpdate::new(mult, add), Arc::new(rhs)) + Op::Seq { mult } => { + DeltaQExpr::Seq(Arc::new(lhs), LoadUpdate::new(mult), Arc::new(rhs)) } Op::Choice(l, r) => DeltaQExpr::Choice(Arc::new(lhs), l, Arc::new(rhs), r), }; @@ -81,13 +81,12 @@ fn delta_q(input: &mut &str) -> PResult { rec(input, 0) } -fn op_seq(input: &mut &str) -> PResult<(f32, f32)> { +fn op_seq(input: &mut &str) -> PResult { ( "->-", opt(preceded(alt(('*', '×', '⋅')), num)).map(|x| x.unwrap_or(1.0)), - opt(preceded('+', num)).map(|x| x.unwrap_or(0.0)), ) - .map(|x| (x.1, x.2)) + .map(|x| x.1) .parse_next(input) } @@ -247,7 +246,7 @@ fn closing_paren(input: &mut &str) -> PResult<()> { #[derive(Debug, Clone, Copy)] enum Op { - Seq { mult: f32, add: f32 }, + Seq { mult: f32 }, Choice(f32, f32), } From d1ef79f0fce78a600fa68ddde157a4cb0b2e95c9 Mon Sep 17 00:00:00 2001 From: Roland Kuhn Date: Thu, 7 Nov 2024 13:05:34 +0100 Subject: [PATCH 18/27] [delta_q] add simplified model for Short Leios --- delta_q/README.md | 4 ++-- delta_q/models.txt | 41 ++++++++++++++++++++++++++++++++++++ delta_q/src/parser.rs | 2 +- delta_q/src/step_function.rs | 2 +- 4 files changed, 45 insertions(+), 4 deletions(-) diff --git a/delta_q/README.md b/delta_q/README.md index 46b822d0..b35b613e 100644 --- a/delta_q/README.md +++ b/delta_q/README.md @@ -16,7 +16,7 @@ To this end, this tool contains an extension of the syntax in two ways: The rules for evaluating the load metrics of outcomes are as follows: -- `a ->- b` will have the load metrics of `a` plus the load metrics of `b` convoluted with the timing CDF of `a` (i.e. the resources are used in a delayed fashion as described by the gradual completion of `a`) +- `a ->-*X b` will have the load metrics of `a` plus the load metrics of `b` scaled with factor `X` and convoluted with the timing CDF of `a` (i.e. the resources are used in a delayed fashion as described by the gradual completion of `a`) - `a L<>R b` is the choice of `a` with weight `L` or `b` with weight `R`; the load metrics of `a` and `b` are thus averaged using the same weights - `∀(a | b)` performs both `a` and `b`, therefore the load metrics are added - `∃(a | b)` also performs both `a` and `b` and thus also sums up their load metrics @@ -24,7 +24,7 @@ The rules for evaluating the load metrics of outcomes are as follows: If you want to model that `b` can only start after `a` has been done, you should model it as `∀(a | CDF[(,1)]) ->- b` where `delay` is the duration after which `a` is considered finished. > Note that in the syntax `->-` binds more closely than `L<>R` and both operators are **right-associative**. -> This is for convenience in modelling choice ladders and reading them from left to right, as well as managing load factors when reading left to right. `(a ->-+1 b) ->- c` only uses the increased load factor for `b` while `a ->-+1 b ->- c` also applies it to `c`. +> This is for convenience in modelling choice ladders and reading them from left to right, as well as managing load factors when reading left to right. `(a ->-*2 b) ->- c` only uses the increased load factor for `b` while `a ->-*2 b ->- c` also applies it to `c`. ## Additional syntactic tools diff --git a/delta_q/models.txt b/delta_q/models.txt index 2f13716c..82084d25 100644 --- a/delta_q/models.txt +++ b/delta_q/models.txt @@ -88,3 +88,44 @@ nearL := CDF[(0.024, 1)] WITH netNear[(0, 2666667), (0.024, 0)] nearXL := CDF[(0.078, 1)] WITH netNear[(0, 12820513), (0.078, 0)] round := CDF[(20, 1)] someRounds := ∀(round | TOP ->-×5 diffuseIB) ->- ∀(round | TOP ->-×20 diffuseEB) + +============================================= +5 -- Short-Leios model including network load +============================================= + +_1_parallelBurst := all(_2_pipelineBurst | all(_4_slices^1 ->- _2_pipelineBurst | all(_4_slices^2 ->- _2_pipelineBurst | all(_4_slices^3 ->- _2_pipelineBurst | all(_4_slices^4 ->- _2_pipelineBurst | all(_4_slices^5 ->- _2_pipelineBurst | all(_4_slices^6 ->- _2_pipelineBurst | _4_slices^7 ->- _2_pipelineBurst))))))) +_1_parallelUniform := all(_2_pipelineUniform | all(_4_slices^1 ->- _2_pipelineUniform | all(_4_slices^2 ->- _2_pipelineUniform | all(_4_slices^3 ->- _2_pipelineUniform | all(_4_slices^4 ->- _2_pipelineUniform | all(_4_slices^5 ->- _2_pipelineUniform | all(_4_slices^6 ->- _2_pipelineUniform | _4_slices^7 ->- _2_pipelineUniform))))))) +_2_pipelineBurst := CDF[(0, 1)] ->-*10 all(gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_2_pipelineUniform := all(_3_pipeline0 | all(_3_pipeline1 | all(_3_pipeline2 | all(_3_pipeline3 | all(_3_pipeline4 | all(_3_pipeline5 | all(_3_pipeline6 | all(_3_pipeline7 | all(_3_pipeline8 | _3_pipeline9))))))))) +_3_pipeline0 := all(gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline1 := all(CDF[(1,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline2 := all(CDF[(2,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline3 := all(CDF[(3,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline4 := all(CDF[(4,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline5 := all(CDF[(5,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline6 := all(CDF[(6,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline7 := all(CDF[(7,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline8 := all(CDF[(8,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipeline9 := all(CDF[(9,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_4_slice := CDF[(10, 1)] +_4_slices := _4_slice ->- _4_slices +_7_hopEB := _7_sendEB_near ->- (_7_sendEB_near 1<>1 _7_sendEB_far) ->- _7_sendEB_near +_7_hopIB := _7_sendIB_near ->- (_7_sendIB_near 1<>1 _7_sendIB_far) ->- _7_sendIB_near +_7_hopVote := _7_sendVote_near ->- (_7_sendVote_near 1<>1 _7_sendVote_far) ->- _7_sendVote_near +_7_sendEB_far := (_9_mid ->- _9_mid ->- _9_mid ->- _9_midL 1<>1 _9_far ->- _9_far ->- _9_far ->- _9_farL) ->- _8_validate +_7_sendEB_near := _9_near ->- _9_near ->- _9_near ->- _9_nearL ->- _8_validate +_7_sendIB_far := (_9_mid ->- _9_mid ->- _9_mid ->- _9_midXL 1<>1 _9_far ->- _9_far ->- _9_far ->- _9_farXL) ->- _8_validate +_7_sendIB_near := _9_near ->- _9_near ->- _9_near ->- _9_nearXL ->- _8_validate +_7_sendVote_far := (_9_mid ->- _9_mid ->- _9_mid ->- _9_mid 1<>1 _9_far ->- _9_far ->- _9_far ->- _9_far) ->- _8_validate +_7_sendVote_near := _9_near ->- _9_near ->- _9_near ->- _9_near ->- _8_validate +_8_validate := CDF[(0.1, 1)] WITH cpu[(0, 1), (0.1, 0)] +_9_far := CDF[(0.268, 1)] WITH net[(0, 5597), (0.268, 0)] +_9_farL := CDF[(0.531, 1)] WITH net[(0, 120527), (0.531, 0)] +_9_farXL := CDF[(1.598, 1)] WITH net[(0, 625782), (1.598, 0)] +_9_mid := CDF[(0.069, 1)] WITH net[(0, 21739), (0.069, 0)] +_9_midL := CDF[(0.143, 1)] WITH net[(0, 447552), (0.143, 0)] +_9_midXL := CDF[(0.404, 1)] WITH net[(0, 2475247), (0.404, 0)] +_9_near := CDF[(0.012, 1)] +_9_nearL := CDF[(0.024, 1)] +_9_nearXL := CDF[(0.078, 1)] + diff --git a/delta_q/src/parser.rs b/delta_q/src/parser.rs index e74fbf0a..91486341 100644 --- a/delta_q/src/parser.rs +++ b/delta_q/src/parser.rs @@ -124,7 +124,7 @@ fn blackbox(input: &mut &str) -> PResult { } fn name_bare<'a>(input: &mut &'a str) -> PResult<&'a str> { - take_while(1.., |c: char| c.is_alphanumeric()).parse_next(input) + take_while(1.., |c: char| c.is_alphanumeric() || c == '_').parse_next(input) } fn name(input: &mut &str) -> PResult { diff --git a/delta_q/src/step_function.rs b/delta_q/src/step_function.rs index a0c5fcd4..7c6fbce4 100644 --- a/delta_q/src/step_function.rs +++ b/delta_q/src/step_function.rs @@ -26,7 +26,7 @@ impl fmt::Display for StepFunctionError { } impl std::error::Error for StepFunctionError {} -pub const DEFAULT_MAX_SIZE: usize = 1000; +pub const DEFAULT_MAX_SIZE: usize = 10000; /// A step function represented as a list of (x, y) pairs. #[derive(Clone, PartialEq, serde::Serialize, serde::Deserialize)] From 76837f049bb9cbc32feb05fb2a98ebaaac826323 Mon Sep 17 00:00:00 2001 From: Simon Gellis Date: Thu, 7 Nov 2024 14:05:47 -0500 Subject: [PATCH 19/27] sim-rs: stages are longer than slots --- sim-rs/sim-cli/src/bin/gen-test-data.rs | 1 + sim-rs/sim-core/src/config.rs | 3 + sim-rs/sim-core/src/sim/node.rs | 143 ++++++++++-------------- sim-rs/test_data/realistic.toml | 1 + sim-rs/test_data/simple.toml | 1 + sim-rs/test_data/small.toml | 1 + 6 files changed, 69 insertions(+), 81 deletions(-) diff --git a/sim-rs/sim-cli/src/bin/gen-test-data.rs b/sim-rs/sim-cli/src/bin/gen-test-data.rs index a38bab31..8c2da071 100644 --- a/sim-rs/sim-cli/src/bin/gen-test-data.rs +++ b/sim-rs/sim-cli/src/bin/gen-test-data.rs @@ -122,6 +122,7 @@ fn main() -> Result<()> { ib_generation_probability: 5.0, ib_shards: 8, max_block_size: 90112, + stage_length: 2, max_ib_requests_per_peer: 1, max_ib_size: 327680, max_tx_size: 16384, diff --git a/sim-rs/sim-core/src/config.rs b/sim-rs/sim-core/src/config.rs index 02b00f54..ec00f002 100644 --- a/sim-rs/sim-core/src/config.rs +++ b/sim-rs/sim-core/src/config.rs @@ -60,6 +60,7 @@ pub struct RawConfig { pub ib_generation_probability: f64, pub max_block_size: u64, pub max_tx_size: u64, + pub stage_length: u64, pub max_ib_size: u64, pub max_ib_requests_per_peer: usize, pub ib_shards: u64, @@ -114,6 +115,7 @@ impl From for SimConfiguration { ib_generation_probability: value.ib_generation_probability, max_block_size: value.max_block_size, max_tx_size: value.max_tx_size, + stage_length: value.stage_length, max_ib_size: value.max_ib_size, max_ib_requests_per_peer: value.max_ib_requests_per_peer, ib_shards: value.ib_shards, @@ -135,6 +137,7 @@ pub struct SimConfiguration { pub ib_generation_probability: f64, pub max_block_size: u64, pub max_tx_size: u64, + pub stage_length: u64, pub max_ib_size: u64, pub max_ib_requests_per_peer: usize, pub ib_shards: u64, diff --git a/sim-rs/sim-core/src/sim/node.rs b/sim-rs/sim-core/src/sim/node.rs index 07704dbd..07cc671c 100644 --- a/sim-rs/sim-core/src/sim/node.rs +++ b/sim-rs/sim-core/src/sim/node.rs @@ -59,7 +59,7 @@ struct NodePraosState { #[derive(Default)] struct NodeLeiosState { mempool: BTreeMap>, - unsent_ibs: Vec, + unsent_ibs: BTreeMap>, ibs: BTreeMap>, pending_ibs: BTreeMap, ib_requests: BTreeMap, @@ -190,28 +190,62 @@ impl Node { fn handle_new_slot(&mut self, slot: u64) -> Result<()> { // The beginning of a new slot is the end of an old slot. // Publish any input blocks left over from the last slot - if slot > 0 { - self.finish_generating_ibs(slot - 1)?; + + if slot % self.sim_config.stage_length == 0 { + // A new stage has begun. Decide how many IBs to generate in each slot. + self.schedule_input_block_generation(slot); } - self.handle_input_block_generation(slot)?; + // Generate any IBs scheduled for this slot. + self.generate_input_blocks(slot)?; + self.try_generate_praos_block(slot)?; Ok(()) } - fn handle_input_block_generation(&mut self, slot: u64) -> Result<()> { + fn schedule_input_block_generation(&mut self, slot: u64) { let mut probability = self.sim_config.ib_generation_probability; - let mut vrfs = vec![]; + let mut slot_vrfs: BTreeMap> = BTreeMap::new(); while probability > 0.0 { let next_p = f64::min(probability, 1.0); if let Some(vrf) = self.run_vrf(next_p) { - vrfs.push(vrf); + let vrf_slot = slot + self.rng.gen_range(0..self.sim_config.stage_length); + slot_vrfs.entry(vrf_slot).or_default().push(vrf); } probability -= 1.0; } - if !vrfs.is_empty() { - self.begin_generating_ibs(slot, vrfs)?; + for (slot, vrfs) in slot_vrfs { + let headers = vrfs + .into_iter() + .enumerate() + .map(|(index, vrf)| InputBlockHeader { + slot, + producer: self.id, + index: index as u64, + vrf, + timestamp: self.clock.now(), + }) + .collect(); + self.leios.unsent_ibs.insert(slot, headers); + } + } + + fn generate_input_blocks(&mut self, slot: u64) -> Result<()> { + let Some(headers) = self.leios.unsent_ibs.remove(&slot) else { + return Ok(()); + }; + for header in headers { + let mut ib = InputBlock { + header, + transactions: vec![], + }; + self.try_filling_ib(&mut ib); + if !ib.transactions.is_empty() { + self.generate_ib(ib)?; + } else { + self.tracker.track_empty_ib_not_generated(&ib.header); + } } Ok(()) } @@ -297,9 +331,7 @@ impl Node { } self.send_to(*peer, SimulationMessage::AnnounceTx(id))?; } - if !self.try_adding_tx_to_ib(&tx)? { - self.leios.mempool.insert(tx.id, tx); - } + self.leios.mempool.insert(tx.id, tx); Ok(()) } @@ -428,9 +460,6 @@ impl Node { for transaction in &ib.transactions { // Do not include transactions from this IB in any IBs we produce ourselves. self.leios.mempool.remove(&transaction.id); - for unsent_ib in &mut self.leios.unsent_ibs { - unsent_ib.transactions.retain(|tx| tx.id != transaction.id); - } } self.leios.ibs.insert(id, ib); @@ -467,76 +496,28 @@ impl Node { Ok(()) } - fn begin_generating_ibs(&mut self, slot: u64, vrfs: Vec) -> Result<()> { - for (index, vrf) in vrfs.into_iter().enumerate() { - let header = InputBlockHeader { - slot, - producer: self.id, - index: index as u64, - vrf, - timestamp: self.clock.now(), - }; - self.leios.unsent_ibs.push(InputBlock { - header, - transactions: vec![], - }); - } - let candidate_txs: Vec = self.leios.mempool.keys().copied().collect(); - for tx_id in candidate_txs { - let tx = self.leios.mempool.get(&tx_id).cloned().unwrap(); - if self.try_adding_tx_to_ib(&tx)? { - self.leios.mempool.remove(&tx_id); - } - } - Ok(()) - } - - fn try_adding_tx_to_ib(&mut self, tx: &Arc) -> Result { - let mut added = false; - let mut index_to_publish = None; - for (index, ib) in self.leios.unsent_ibs.iter_mut().enumerate() { - let shard = ib.header.vrf % self.sim_config.ib_shards; - if shard != tx.shard { - continue; - } - + fn try_filling_ib(&mut self, ib: &mut InputBlock) { + let shard = ib.header.vrf % self.sim_config.ib_shards; + let candidate_txs: Vec<_> = self + .leios + .mempool + .values() + .filter_map(|tx| { + if tx.shard == shard { + Some((tx.id, tx.bytes)) + } else { + None + } + }) + .collect(); + for (id, bytes) in candidate_txs { let remaining_capacity = self.sim_config.max_ib_size - ib.bytes(); - let tx_bytes = tx.bytes; - - if remaining_capacity < tx_bytes { + if remaining_capacity < bytes { continue; } - - // This IB has room for another TX, add it in - ib.transactions.push(tx.clone()); - added = true; - if remaining_capacity <= tx_bytes { - // This IB is full, :shipit: - index_to_publish = Some(index); - } - break; + ib.transactions + .push(self.leios.mempool.remove(&id).unwrap()); } - if let Some(index) = index_to_publish { - let ib = self.leios.unsent_ibs.remove(index); - self.generate_ib(ib)?; - } - Ok(added) - } - - fn finish_generating_ibs(&mut self, slot: u64) -> Result<()> { - let mut unsent_ibs = vec![]; - unsent_ibs.append(&mut self.leios.unsent_ibs); - - for ib in unsent_ibs { - if ib.header.slot != slot { - self.leios.unsent_ibs.push(ib); - } else if !ib.transactions.is_empty() { - self.generate_ib(ib)?; - } else { - self.tracker.track_empty_ib_not_generated(&ib.header); - } - } - Ok(()) } fn generate_ib(&mut self, mut ib: InputBlock) -> Result<()> { diff --git a/sim-rs/test_data/realistic.toml b/sim-rs/test_data/realistic.toml index 869ba93d..9f12f03d 100644 --- a/sim-rs/test_data/realistic.toml +++ b/sim-rs/test_data/realistic.toml @@ -5,6 +5,7 @@ max_block_size = 90112 max_ib_requests_per_peer = 1 max_ib_size = 327680 max_tx_size = 16384 +stage_length = 3 [transaction_frequency_ms] distribution = "exp" diff --git a/sim-rs/test_data/simple.toml b/sim-rs/test_data/simple.toml index 2f9d03fe..cabf6613 100644 --- a/sim-rs/test_data/simple.toml +++ b/sim-rs/test_data/simple.toml @@ -50,6 +50,7 @@ block_generation_probability = 0.05 max_block_size = 90112 # IB parameters +stage_length = 2 ib_generation_probability = 0.5 # corresponds to 𝑓I in the model ib_shards = 2 max_ib_size = 327680 diff --git a/sim-rs/test_data/small.toml b/sim-rs/test_data/small.toml index a4898443..246e88a9 100644 --- a/sim-rs/test_data/small.toml +++ b/sim-rs/test_data/small.toml @@ -5,6 +5,7 @@ max_tx_size = 16384 max_ib_size = 327680 max_ib_requests_per_peer = 1 ib_shards = 8 +stage_length = 2 [[nodes]] location = [ From 985c75384ac48ddec64205a1fcd33fc1e91a9b3b Mon Sep 17 00:00:00 2001 From: Simon Gellis Date: Thu, 7 Nov 2024 15:13:26 -0500 Subject: [PATCH 20/27] sim-rs: make uniform IB generation an option --- sim-rs/sim-cli/src/bin/gen-test-data.rs | 1 + sim-rs/sim-core/src/config.rs | 3 +++ sim-rs/sim-core/src/sim/node.rs | 8 +++++++- sim-rs/test_data/realistic.toml | 1 + sim-rs/test_data/simple.toml | 1 + sim-rs/test_data/small.toml | 1 + 6 files changed, 14 insertions(+), 1 deletion(-) diff --git a/sim-rs/sim-cli/src/bin/gen-test-data.rs b/sim-rs/sim-cli/src/bin/gen-test-data.rs index 8c2da071..ecdc525f 100644 --- a/sim-rs/sim-cli/src/bin/gen-test-data.rs +++ b/sim-rs/sim-cli/src/bin/gen-test-data.rs @@ -123,6 +123,7 @@ fn main() -> Result<()> { ib_shards: 8, max_block_size: 90112, stage_length: 2, + uniform_ib_generation: true, max_ib_requests_per_peer: 1, max_ib_size: 327680, max_tx_size: 16384, diff --git a/sim-rs/sim-core/src/config.rs b/sim-rs/sim-core/src/config.rs index ec00f002..8be6365c 100644 --- a/sim-rs/sim-core/src/config.rs +++ b/sim-rs/sim-core/src/config.rs @@ -61,6 +61,7 @@ pub struct RawConfig { pub max_block_size: u64, pub max_tx_size: u64, pub stage_length: u64, + pub uniform_ib_generation: bool, pub max_ib_size: u64, pub max_ib_requests_per_peer: usize, pub ib_shards: u64, @@ -116,6 +117,7 @@ impl From for SimConfiguration { max_block_size: value.max_block_size, max_tx_size: value.max_tx_size, stage_length: value.stage_length, + uniform_ib_generation: value.uniform_ib_generation, max_ib_size: value.max_ib_size, max_ib_requests_per_peer: value.max_ib_requests_per_peer, ib_shards: value.ib_shards, @@ -138,6 +140,7 @@ pub struct SimConfiguration { pub max_block_size: u64, pub max_tx_size: u64, pub stage_length: u64, + pub uniform_ib_generation: bool, pub max_ib_size: u64, pub max_ib_requests_per_peer: usize, pub ib_shards: u64, diff --git a/sim-rs/sim-core/src/sim/node.rs b/sim-rs/sim-core/src/sim/node.rs index 07cc671c..c67e0007 100644 --- a/sim-rs/sim-core/src/sim/node.rs +++ b/sim-rs/sim-core/src/sim/node.rs @@ -210,7 +210,13 @@ impl Node { while probability > 0.0 { let next_p = f64::min(probability, 1.0); if let Some(vrf) = self.run_vrf(next_p) { - let vrf_slot = slot + self.rng.gen_range(0..self.sim_config.stage_length); + let vrf_slot = if self.sim_config.uniform_ib_generation { + // IBs are generated at the start of any slot within this stage + slot + self.rng.gen_range(0..self.sim_config.stage_length) + } else { + // IBs are generated at the start of the first slot of this stage + slot + }; slot_vrfs.entry(vrf_slot).or_default().push(vrf); } probability -= 1.0; diff --git a/sim-rs/test_data/realistic.toml b/sim-rs/test_data/realistic.toml index 9f12f03d..78c836c6 100644 --- a/sim-rs/test_data/realistic.toml +++ b/sim-rs/test_data/realistic.toml @@ -6,6 +6,7 @@ max_ib_requests_per_peer = 1 max_ib_size = 327680 max_tx_size = 16384 stage_length = 3 +uniform_ib_generation = true [transaction_frequency_ms] distribution = "exp" diff --git a/sim-rs/test_data/simple.toml b/sim-rs/test_data/simple.toml index cabf6613..42f8a1c7 100644 --- a/sim-rs/test_data/simple.toml +++ b/sim-rs/test_data/simple.toml @@ -51,6 +51,7 @@ max_block_size = 90112 # IB parameters stage_length = 2 +uniform_ib_generation = true ib_generation_probability = 0.5 # corresponds to 𝑓I in the model ib_shards = 2 max_ib_size = 327680 diff --git a/sim-rs/test_data/small.toml b/sim-rs/test_data/small.toml index 246e88a9..91acae56 100644 --- a/sim-rs/test_data/small.toml +++ b/sim-rs/test_data/small.toml @@ -6,6 +6,7 @@ max_ib_size = 327680 max_ib_requests_per_peer = 1 ib_shards = 8 stage_length = 2 +uniform_ib_generation = true [[nodes]] location = [ From a7c236b158fe1184006c7b2c17e682513ab28411 Mon Sep 17 00:00:00 2001 From: Roland Kuhn Date: Thu, 7 Nov 2024 21:35:01 +0100 Subject: [PATCH 21/27] =?UTF-8?q?add=20logbook=20entry=20for=20=CE=94Q=20m?= =?UTF-8?q?eeting?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- Logbook.md | 102 +++++++++++++++++++--------------- delta_q/models.txt | 31 ++++++----- delta_q/src/bin/editor-web.rs | 4 +- delta_q/styles.css | 1 + 4 files changed, 76 insertions(+), 62 deletions(-) diff --git a/Logbook.md b/Logbook.md index 31c23717..43035591 100644 --- a/Logbook.md +++ b/Logbook.md @@ -1,48 +1,58 @@ # Leios logbook +## 2024-11-07 + +### Formal Methods Meeting on ΔQ + +- Peter & Neil gave background information on where ΔQ came from and what it has been used for, both concerning Cardano and outside (which includes a diverse set of applications ranging from municipal bus lines via high intensity financial trading to military communication). + The current work focuses on algebraic representations and the ability to rewrite ΔQ expressions while maintaining equivalence of timeliness results (cf. [arXiv:2308.10654](https://arxiv.org/abs/2308.10654)). +- Roland presented the current state of the Rust-based graphical ΔQ tool, which is based on the initial [Mind your Outcomes](https://www.preprints.org/manuscript/202112.0132/v3) paper, with initial but still naive extensions towards the inclusion of load metrics like network or CPU usage. + He used a [sketch model](./delta_q/models.txt) (section 6) to demonstrate that the tool can rather quickly compare two proposed variants of IB generation in Short Leios; this model is to be taken with a grain of salt, though, as it is too simplistic for other purposes. +- The next steps in this effort shall be to clarify the load modelling, especially to fix the unrealistic assumption of infinite resource availability, and to define a common DSL to be shared by the Rust and Haskell tooling so that  ΔQ models can be easily exchanged between different user groups. + ## 2024-11-05 ### Team session - Documenting discussions - - We should consider a rule or standard practice for documenting discussions. - - We might want to experiment more with github discussions: slack seems more convenient, but isn't transparent. - - Summarize lengthy slack discussions in the log book, and it's okay to tag someone if no one volunteers. - - We'll check in two weeks to see how things are going. + - We should consider a rule or standard practice for documenting discussions. + - We might want to experiment more with github discussions: slack seems more convenient, but isn't transparent. + - Summarize lengthy slack discussions in the log book, and it's okay to tag someone if no one volunteers. + - We'll check in two weeks to see how things are going. - We might try stronger collaboration between work streams now that opportunities have emerged. - - Please comment on github discussions even if it isn't immediately relevant for your day's work. + - Please comment on github discussions even if it isn't immediately relevant for your day's work. - Opportunities for comparing results of models and simulations - - The tools aren't quite ripe for comparisons, but will be soon. - - We definitely should present comparison results at the monthly demo. - - Compare two-node Haskell simulation to Delta Q? - - Compare all models/simulations to 52-node benchmark cluster? + - The tools aren't quite ripe for comparisons, but will be soon. + - We definitely should present comparison results at the monthly demo. + - Compare two-node Haskell simulation to Delta Q? + - Compare all models/simulations to 52-node benchmark cluster? - We need to be careful about measuring latency. - - Adoption of a preferred chain proceeds in "waves" accross the network. - - In case of battles between forks, the winner might should a higher latency, depending upon how that is measured. - - Chains are only partially ordered (by length). - - Using a total ordering (by length then a hash) may make propagation and measurement faster. - - The Haskell simulator shows some extreme outliers, and these are being investigated. + - Adoption of a preferred chain proceeds in "waves" accross the network. + - In case of battles between forks, the winner might should a higher latency, depending upon how that is measured. + - Chains are only partially ordered (by length). + - Using a total ordering (by length then a hash) may make propagation and measurement faster. + - The Haskell simulator shows some extreme outliers, and these are being investigated. - The presence of relays add two extra hops on mainnet. - - Typically, there are at least two relays per block producer and all reside in the same data center. - - Block validation takes ~100 ms for a typical block, which is on the order of diffusion time between the block producer and the relays. + - Typically, there are at least two relays per block producer and all reside in the same data center. + - Block validation takes ~100 ms for a typical block, which is on the order of diffusion time between the block producer and the relays. - Uniform/non-uniform IBs in Short Leios - - The protocol should tolerate spikes of 2-3x. - - Uniformity may leave the network idle at the guaranteed delivery time. - - Non-uniformity creates more spikiness. - - Elastic cloud vs bare metal pricing models have different implications for optimizing the protocol to handle spikes. - - The original design was optimized to tolerate spikes; Short Leios assumed elastic hosting in order to deal with spikes. - - Not having a well-defined cost model somewhat blocks Research. - - For now, assume bare metal pricing. - - We should see whether the typical connection used in bare metal (e.g., 1 GBit) is already 10x what our target throughput is (e.g., 100MBit), and thus may be already capable of handling spikes of that magnitude. + - The protocol should tolerate spikes of 2-3x. + - Uniformity may leave the network idle at the guaranteed delivery time. + - Non-uniformity creates more spikiness. + - Elastic cloud vs bare metal pricing models have different implications for optimizing the protocol to handle spikes. + - The original design was optimized to tolerate spikes; Short Leios assumed elastic hosting in order to deal with spikes. + - Not having a well-defined cost model somewhat blocks Research. + - For now, assume bare metal pricing. + - We should see whether the typical connection used in bare metal (e.g., 1 GBit) is already 10x what our target throughput is (e.g., 100MBit), and thus may be already capable of handling spikes of that magnitude. - Two types of robustness in Leios - - Handling of spikes (i.e., short vs simplified Leios) - - Guarantee of all IBs arriving (i.e., non-full vs full Leios) + - Handling of spikes (i.e., short vs simplified Leios) + - Guarantee of all IBs arriving (i.e., non-full vs full Leios) - Next meeting - - Manually simulation Leios - - Tag stages with parameters describing them and estimates of those parameters + - Manually simulation Leios + - Tag stages with parameters describing them and estimates of those parameters - Action times - - Pie chart of mainnet hosting types (@bwbush) - - Work on pricing model (@bwbush) + - Pie chart of mainnet hosting types (@bwbush) + - Work on pricing model (@bwbush) ### Latency measurements of 52-node cluster @@ -54,25 +64,25 @@ The folder [data/BenchTopology/](data/BenchTopology/README.md) contains latency Drafted a version of Short Leios where IB generation is uniform over the Propose stage. The reason for creating such a version of the protocol is discussions we had on whether releasing IBs at the start of Propose (as requried by the non-uniform version of short Leios) creates problems and underutilization of resources at the TCP level. - - ## 2024-11-01 ### Haskell Simulation Successfully profiled and optimized the running of simulations: + - Running praos-diffusion-20-links for 1000 simulation seconds went from taking 120 minutes to 4 minutes. - Most of the improvement was gained by changes to get `io-sim` to handle simulations of that scale: - * avoided nested forking of threads: changes introduced by IOSimPOR + - avoided nested forking of threads: changes introduced by IOSimPOR give us a bad ThreadId representation for that use pattern. - * patched io-sim to use a more efficient priority search queue + - patched io-sim to use a more efficient priority search queue implementation for timers (from a balanced-search-tree-inspired one to a radix-tree one), the old one was taking up 95% of the computation time for us. Giving a single ratio between simulated and execution time is complicated by the bursts of activity for every block production event (targeted to every 20s in expectation) and the initial ramp-up period where the nodes link to their peers and initialize the protocols. Logging real timestamps to the left of simulated seconds we get something like this: + ``` 00:00:02 time reached: Time 0s 00:00:04 time reached: Time 0.000001s @@ -89,6 +99,7 @@ Giving a single ratio between simulated and execution time is complicated by the ... 00:13:25 done. -- i.e. reached Time 3000s ``` + nevertheless the average is 3.7:1 for simulated:real. Next step for the praos simulation is to gather data from real running @@ -113,7 +124,6 @@ might take too long. over long (1000 simulated seconds) simulations. The 20 links version is considerably slower. - Next step is to look into low hanging fruits to improve simulation speed. - ### ΔQ update - added resource tracking to outcomes: @@ -454,7 +464,7 @@ Discussing ΔQSD progress (and plans for next months) ### AB - Conformance testing exploration -Investigating how https://github.com/stevana/coverage-guided-pbt/ could be used to explore traces in Leios, in the context of state-machine based tests +Investigating how could be used to explore traces in Leios, in the context of state-machine based tests - Ensure the implementation generates logs on top of results => combined "language" that can be used in coverage assertions - Define some combinators that checks some logs have been covered, possibly using a predicate? @@ -1044,7 +1054,7 @@ During a discussion about Leios and FM, Briand suggested we write a white paper - Work focus - Roland and Yves will collaborate on DeltaQ - Everyone should familiarize themselves with the [simulation/](simulation/) and [leios-sim/](leios-sim/) code - - Live version of `leios-sim` at https://leios-simulation.cardano-scaling.org/index.html + - Live version of `leios-sim` at - Run `simulation` locally via [instructions below](#running-ouroborous-net-viz-in-the-browser) ## 2024-08-30 @@ -1143,10 +1153,10 @@ Added some documentation to the Leios simulator: Started working on simnulation deployment on AWS. -- Found this repository for setting up ECS which sounds the most promising option: https://github.com/ajimbong/terraform-ecs-cicd-project. -- This article contains the GHA workflow part: https://ajimbong.medium.com/deploy-a-docker-container-to-amazon-ecs-using-github-actions-fd50261b8e03 -- Following tutorial here: https://developer.hashicorp.com/terraform/tutorials/aws-get-started/aws-build -- installing AWS command-line from https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html +- Found this repository for setting up ECS which sounds the most promising option: . +- This article contains the GHA workflow part: +- Following tutorial here: +- installing AWS command-line from Created service account `leios-build` with power user rights, and generated access keys. TODO: reduce rights to the strict minimum @@ -1154,7 +1164,7 @@ Managed to deploy ECS cluster with defined service, but there's no EC2 instance Managed to configure the ECS cluster, service, and task to run the image, but it now fails to download the manifest from ghcr.io which seems a permissions issue. I need to add the necessary configuration to the task/service? -need to configure a secret containing a PAT for pulling the manifest: https://docs.aws.amazon.com/AmazonECS/latest/developerguide/task_definition_parameters.html#container_definition_repositoryCredentials +need to configure a secret containing a PAT for pulling the manifest: I gave up trying to run on AWS, every solution I found is an insanely intricate maze of stupidly complicated solution which I don't care about as I only need to deploy a _single_ image without any data dependency attached. @@ -1195,7 +1205,7 @@ Invalid argument `2024-07-11' ### Network pricing -Did some quick research on network pricing for a few major Cloud or VPS providers: https://docs.google.com/document/d/1JJJk4XPqmP61eNWYNfqL8FSbKAF9cWazKWFZP6tMGa0/edit +Did some quick research on network pricing for a few major Cloud or VPS providers: Comparison table in USD/mo for different outgoing data transfer volumes expressed as bytes/seconds and similar VMs (32GB RAM, 4+ Cores, 500GB+ SSD disk). The base cost of the VM is added to the network cost to yield total costs: @@ -1282,7 +1292,7 @@ From discussion with researchers about voting with Leios, it seems that: ### Presentation by Sandro Sandro gave us an introductory talk about Leios, motivating the decisions behind the details of the protocol. -The recording is available on GDrive: https://drive.google.com/file/d/1r04nrjMtHijJNTLW3FuE5vEu_y3a0ssi/view +The recording is available on GDrive: ## 2024-06-17 @@ -1317,8 +1327,8 @@ Discussing with researchers on some early simulations that are being worked on f ### Weekly meeting -- Eth has blobs with a 2-weeks TTL: https://vitalik.eth.limo/general/2024/03/28/blobs.html - - https://www.eip4844.com/ +- Eth has blobs with a 2-weeks TTL: + - - Leios could be used to store other data than tx -> put unstructured data, possibly transient - Intermediate state where we accomodate transient unstructured data - easier to build and deploy -> no need for concurrency/tx validation/CPU diff --git a/delta_q/models.txt b/delta_q/models.txt index 82084d25..e1e97e53 100644 --- a/delta_q/models.txt +++ b/delta_q/models.txt @@ -90,23 +90,27 @@ round := CDF[(20, 1)] someRounds := ∀(round | TOP ->-×5 diffuseIB) ->- ∀(round | TOP ->-×20 diffuseEB) ============================================= -5 -- Short-Leios model including network load +6 -- Short-Leios model including network load ============================================= _1_parallelBurst := all(_2_pipelineBurst | all(_4_slices^1 ->- _2_pipelineBurst | all(_4_slices^2 ->- _2_pipelineBurst | all(_4_slices^3 ->- _2_pipelineBurst | all(_4_slices^4 ->- _2_pipelineBurst | all(_4_slices^5 ->- _2_pipelineBurst | all(_4_slices^6 ->- _2_pipelineBurst | _4_slices^7 ->- _2_pipelineBurst))))))) _1_parallelUniform := all(_2_pipelineUniform | all(_4_slices^1 ->- _2_pipelineUniform | all(_4_slices^2 ->- _2_pipelineUniform | all(_4_slices^3 ->- _2_pipelineUniform | all(_4_slices^4 ->- _2_pipelineUniform | all(_4_slices^5 ->- _2_pipelineUniform | all(_4_slices^6 ->- _2_pipelineUniform | _4_slices^7 ->- _2_pipelineUniform))))))) -_2_pipelineBurst := CDF[(0, 1)] ->-*10 all(gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_2_pipelineUniform := all(_3_pipeline0 | all(_3_pipeline1 | all(_3_pipeline2 | all(_3_pipeline3 | all(_3_pipeline4 | all(_3_pipeline5 | all(_3_pipeline6 | all(_3_pipeline7 | all(_3_pipeline8 | _3_pipeline9))))))))) -_3_pipeline0 := all(gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline1 := all(CDF[(1,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline2 := all(CDF[(2,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline3 := all(CDF[(3,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline4 := all(CDF[(4,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline5 := all(CDF[(5,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline6 := all(CDF[(6,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline7 := all(CDF[(7,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline8 := all(CDF[(8,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) -_3_pipeline9 := all(CDF[(9,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice ->- all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_2_pipelineBurst := _3_pipelin_B ->- _3_endorse +_2_pipelineUniform := _3_pipelin_U ->- _3_endorse +_3_endorse := CDF[(0, 1)] ->-*2.5 _3_endorse1 +_3_endorse1 := all(gossip(_7_hopEB, 2500, 15, 0.07) | _4_slice) ->- gossip(_7_hopVote, 2500, 15, 0.07) +_3_pipelin_B := CDF[(0, 1)] ->-*10 all(gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) +_3_pipelin_U := all(_3_pipeline0 | all(_3_pipeline1 | all(_3_pipeline2 | all(_3_pipeline3 | all(_3_pipeline4 | all(_3_pipeline5 | all(_3_pipeline6 | all(_3_pipeline7 | all(_3_pipeline8 | _3_pipeline9))))))))) +_3_pipeline0 := all(gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline1 := all(CDF[(1,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline2 := all(CDF[(2,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline3 := all(CDF[(3,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline4 := all(CDF[(4,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline5 := all(CDF[(5,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline6 := all(CDF[(6,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline7 := all(CDF[(7,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline8 := all(CDF[(8,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice +_3_pipeline9 := all(CDF[(9,1)] ->- gossip(_7_hopIB, 2500, 15, 0.07) | _4_slice ->- _4_slice) ->- _4_slice _4_slice := CDF[(10, 1)] _4_slices := _4_slice ->- _4_slices _7_hopEB := _7_sendEB_near ->- (_7_sendEB_near 1<>1 _7_sendEB_far) ->- _7_sendEB_near @@ -128,4 +132,3 @@ _9_midXL := CDF[(0.404, 1)] WITH net[(0, 2475247), (0.404, 0)] _9_near := CDF[(0.012, 1)] _9_nearL := CDF[(0.024, 1)] _9_nearXL := CDF[(0.078, 1)] - diff --git a/delta_q/src/bin/editor-web.rs b/delta_q/src/bin/editor-web.rs index 8728072c..3ac98525 100644 --- a/delta_q/src/bin/editor-web.rs +++ b/delta_q/src/bin/editor-web.rs @@ -194,7 +194,7 @@ fn app_main() -> HtmlResult { Ok(html! {

      { "context:" }

      -
        +
          { list_items }
        @@ -361,7 +361,7 @@ fn app() -> Html { html! {

        { "DeltaQ Editor" }

        -
        +
        diff --git a/delta_q/styles.css b/delta_q/styles.css index 14991ff4..374b3353 100644 --- a/delta_q/styles.css +++ b/delta_q/styles.css @@ -23,6 +23,7 @@ margin: 4px; cursor: pointer; } +.ctx_list { max-height: 30%; overflow-y: scroll; } .selected { font-weight: bold; } .dq_edit { vertical-align: text-top; flex-grow: 1; margin-left: 16px; } .dq_edit form { display: flex; } From f807695b0486b0d0cce43825d147081d36deab5c Mon Sep 17 00:00:00 2001 From: Simon Gellis Date: Thu, 7 Nov 2024 21:17:48 -0500 Subject: [PATCH 22/27] Updated logbook --- Logbook.md | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/Logbook.md b/Logbook.md index 43035591..ca3274b0 100644 --- a/Logbook.md +++ b/Logbook.md @@ -10,6 +10,13 @@ He used a [sketch model](./delta_q/models.txt) (section 6) to demonstrate that the tool can rather quickly compare two proposed variants of IB generation in Short Leios; this model is to be taken with a grain of salt, though, as it is too simplistic for other purposes. - The next steps in this effort shall be to clarify the load modelling, especially to fix the unrealistic assumption of infinite resource availability, and to define a common DSL to be shared by the Rust and Haskell tooling so that  ΔQ models can be easily exchanged between different user groups. +### Rust simulation + +Implemented uniform and non-uniform IB generation. + +Work continues on visualization; we're still deciding which data to visualize first for an attractive demo. Most likely, it will be IB propagation. + + ## 2024-11-05 ### Team session @@ -58,6 +65,13 @@ The folder [data/BenchTopology/](data/BenchTopology/README.md) contains latency measurments and topology for a 52-machine `cardano-node` cluster that is used for benchmarking. The machine is spread among three AWS regions. +### Rust Simulation + +Bug fixes and performance improvements. The sim was slow, because of + - Not batching filesystem operations + - Not yielding in the main thread when too many items were in play + - Not correctly handling when the simulation ends early + ## 2024-11-04 ### Uniform vs. Non-uniform IB generation in Short Leios @@ -107,6 +121,10 @@ nodes to validate the block diffusion latency, possibly from a benchmark cluster, like the recent data shared by Brian, as mainnet might take too long. +### Rust simulation + +Still working on visualization, updated the output to make it easier to track latency of requests + ## 2024-10-31 ### Haskell Simulation From 88962b691dc8c60c73ed46a664416b9fe6590639 Mon Sep 17 00:00:00 2001 From: Andrea Vezzosi Date: Fri, 8 Nov 2024 09:13:06 +0100 Subject: [PATCH 23/27] Some Praos sim fixes (#68) * fix and simplify diffusionEntryToLatencyPerStake * use blockHash to disambiguate chain order * document chain selection approach * trace full chains rather tips when switching we use them to compute the longest common prefix chain in diffusion sample sim, to filter out blocks that were in abandoned forks. * added headerValidationDelay to PraosConfig --- simulation/src/PraosProtocol/BlockFetch.hs | 26 ++++---- .../src/PraosProtocol/BlockGeneration.hs | 6 +- simulation/src/PraosProtocol/ChainSync.hs | 25 +++++--- simulation/src/PraosProtocol/Common.hs | 18 +++++- .../src/PraosProtocol/ExamplesPraosP2P.hs | 61 +++++++++++++++---- simulation/src/PraosProtocol/PraosNode.hs | 2 +- simulation/src/PraosProtocol/SimBlockFetch.hs | 3 +- simulation/src/PraosProtocol/SimChainSync.hs | 7 ++- simulation/src/PraosProtocol/SimPraos.hs | 3 +- simulation/src/PraosProtocol/VizSimPraos.hs | 10 ++- 10 files changed, 114 insertions(+), 47 deletions(-) diff --git a/simulation/src/PraosProtocol/BlockFetch.hs b/simulation/src/PraosProtocol/BlockFetch.hs index 9798dbf8..2881045a 100644 --- a/simulation/src/PraosProtocol/BlockFetch.hs +++ b/simulation/src/PraosProtocol/BlockFetch.hs @@ -322,10 +322,14 @@ longestChainSelection candidateChainVars cpsVar getHeader = do cps <- readReadOnlyTVar cpsVar let chain = fmap getHeader cps.chainState - aux (mpId, c1) (pId, c2) = - let c = Chain.selectChain c1 c2 - in if Chain.headPoint c == Chain.headPoint c1 - then (mpId, c1) + aux x1@(_mpId, c1) (pId, c2) = + -- We use headHash to refine the order, so that we have less + -- partitioning in the network. + -- Actual implementation uses the VRF hash to be adversarial + -- resistant, but that's not a concern here. + let measure c = (Chain.headBlockNo c, Chain.headHash c) + in if measure c1 >= measure c2 + then x1 else (Just pId, c2) -- using foldl' since @selectChain@ is left biased (selectedPeer, chain') = List.foldl' aux (Nothing, chain) candidateChains @@ -512,20 +516,18 @@ updateChains :: MonadSTM m => BlockFetchControllerState m -> ChainsUpdate -> - STM m (Bool, Maybe FullTip) + STM m (Bool, Maybe (Chain Block)) updateChains BlockFetchControllerState{..} e = case e of - FullChain fullChain -> do + FullChain !fullChain -> do writeTVar targetChainVar Nothing - let !newTip = fullTip fullChain modifyTVar' cpsVar (switchFork fullChain) - return (True, Just newTip) + return (True, Just fullChain) ImprovedPrefix missingChain -> do writeTVar targetChainVar (Just missingChain) - let improvedChain = fromMaybe (error "prefix not from Genesis") $ Chain.fromAnchoredFragment missingChain.prefix - !newTip = fullTip improvedChain + let !improvedChain = fromMaybe (error "prefix not from Genesis") $ Chain.fromAnchoredFragment missingChain.prefix modifyTVar' cpsVar (switchFork improvedChain) - return (True, Just $ newTip) + return (True, Just improvedChain) SamePrefix missingChain -> do target <- readTVar targetChainVar let useful = Just (headPointMChain missingChain) /= fmap headPointMChain target @@ -557,7 +559,7 @@ addFetchedBlock tracer st pId blk = (traceNewTip tracer =<<) . atomically $ do Just missingChain -> do fmap snd $ updateChains st =<< fillInBlocks <$> readTVar st.blocksVar <*> pure missingChain -traceNewTip :: Monad m => Tracer m PraosNodeEvent -> Maybe FullTip -> m () +traceNewTip :: Monad m => Tracer m PraosNodeEvent -> Maybe (Chain Block) -> m () traceNewTip tracer x = case x of Nothing -> return () diff --git a/simulation/src/PraosProtocol/BlockGeneration.hs b/simulation/src/PraosProtocol/BlockGeneration.hs index 43db893a..937be166 100644 --- a/simulation/src/PraosProtocol/BlockGeneration.hs +++ b/simulation/src/PraosProtocol/BlockGeneration.hs @@ -88,13 +88,13 @@ blockGenerator tracer praosConfig cpsVar addBlockSt (Just nextBlock) = forever $ let block = mkBlock chain sl body if (Chain.headSlot chain <= At sl) then - addBlockSt block >> return (Just block) + addBlockSt block >> return (Just (block, chain)) else return Nothing case mblk of Nothing -> return () - Just blk -> do + Just (blk, chain) -> do traceWith tracer (PraosNodeEventGenerate blk) - traceWith tracer (PraosNodeEventNewTip (FullTip (blockHeader blk))) + traceWith tracer (PraosNodeEventNewTip (chain Chain.:> blk)) waitForSlot sl = do let tgt = slotTime praosConfig.slotConfig sl now <- getCurrentTime diff --git a/simulation/src/PraosProtocol/ChainSync.hs b/simulation/src/PraosProtocol/ChainSync.hs index edddeb54..bd30e9a0 100644 --- a/simulation/src/PraosProtocol/ChainSync.hs +++ b/simulation/src/PraosProtocol/ChainSync.hs @@ -5,6 +5,7 @@ {-# LANGUAGE FlexibleInstances #-} {-# LANGUAGE GADTs #-} {-# LANGUAGE LambdaCase #-} +{-# LANGUAGE OverloadedRecordDot #-} {-# LANGUAGE ScopedTypeVariables #-} {-# LANGUAGE StandaloneDeriving #-} {-# LANGUAGE TypeFamilies #-} @@ -150,18 +151,24 @@ newtype ChainConsumerState m = ChainConsumerState { chainVar :: TVar m (Chain BlockHeader) } -runChainConsumer :: MonadSTM m => Chan m ChainSyncMessage -> ChainConsumerState m -> m () -runChainConsumer chan st = - void $ runPeerWithDriver (chanDriver decideChainSyncState chan) (chainConsumer st) +runChainConsumer :: + (MonadSTM m, MonadDelay m) => + PraosConfig -> + Chan m ChainSyncMessage -> + ChainConsumerState m -> + m () +runChainConsumer cfg chan st = + void $ runPeerWithDriver (chanDriver decideChainSyncState chan) (chainConsumer cfg st) type ChainConsumer st m a = TC.Client ChainSyncState 'NonPipelined st m a chainConsumer :: forall m. - MonadSTM m => + (MonadSTM m, MonadDelay m) => + PraosConfig -> ChainConsumerState m -> ChainConsumer 'StIdle m () -chainConsumer (ChainConsumerState hchainVar) = idle True +chainConsumer cfg (ChainConsumerState hchainVar) = idle True where -- NOTE: The specification says to do an initial intersection with -- exponentially spaced points, and perform binary search to @@ -194,9 +201,11 @@ chainConsumer (ChainConsumerState hchainVar) = idle True rollForward :: BlockHeader -> ChainConsumer 'StIdle m () rollForward header = - TC.Effect $ atomically $ do - modifyTVar' hchainVar $ Chain.addBlock header - return $ idle False + TC.Effect $ do + threadDelaySI (cfg.headerValidationDelay header) + atomically $ do + modifyTVar' hchainVar $ Chain.addBlock header + return $ idle False rollBackward :: Point BlockHeader -> ChainConsumer 'StIdle m () rollBackward hpoint = diff --git a/simulation/src/PraosProtocol/Common.hs b/simulation/src/PraosProtocol/Common.hs index d9c252a2..e1630ead 100644 --- a/simulation/src/PraosProtocol/Common.hs +++ b/simulation/src/PraosProtocol/Common.hs @@ -34,6 +34,7 @@ module PraosProtocol.Common ( MessageSize (..), kilobytes, module TimeCompat, + defaultPraosConfig, ) where import Control.Concurrent.Class.MonadSTM ( @@ -141,14 +142,25 @@ data PraosNodeEvent = PraosNodeEventGenerate Block | PraosNodeEventReceived Block | PraosNodeEventEnterState Block - | PraosNodeEventNewTip FullTip + | PraosNodeEventNewTip (Chain Block) deriving (Show) data PraosConfig = PraosConfig - { slotConfig :: SlotConfig - , blockValidationDelay :: Block -> DiffTime + { slotConfig :: !SlotConfig + , blockValidationDelay :: !(Block -> DiffTime) + , headerValidationDelay :: !(BlockHeader -> DiffTime) } +defaultPraosConfig :: MonadTime m => m PraosConfig +defaultPraosConfig = do + slotConfig <- slotConfigFromNow + return + PraosConfig + { slotConfig + , blockValidationDelay = const 0.1 + , headerValidationDelay = const 0.005 + } + -------------------------------- ---- Common Utility Types -------------------------------- diff --git a/simulation/src/PraosProtocol/ExamplesPraosP2P.hs b/simulation/src/PraosProtocol/ExamplesPraosP2P.hs index 4199d412..6704d780 100644 --- a/simulation/src/PraosProtocol/ExamplesPraosP2P.hs +++ b/simulation/src/PraosProtocol/ExamplesPraosP2P.hs @@ -4,17 +4,23 @@ {-# LANGUAGE DuplicateRecordFields #-} {-# LANGUAGE GADTs #-} {-# LANGUAGE NamedFieldPuns #-} +{-# LANGUAGE OverloadedRecordDot #-} {-# LANGUAGE RecordWildCards #-} +{-# LANGUAGE TupleSections #-} {-# LANGUAGE NoFieldSelectors #-} module PraosProtocol.ExamplesPraosP2P where import ChanDriver +import Control.Monad import Data.Aeson import qualified Data.ByteString.Char8 as BS8 import Data.Coerce (coerce) import Data.Functor.Contravariant (Contravariant (contramap)) +import qualified Data.IntMap.Strict as IMap +import qualified Data.List as List import qualified Data.Map.Strict as Map +import Data.Maybe (fromMaybe, listToMaybe) import GHC.Generics import Network.TypedProtocol import P2P (P2PTopography (p2pNodes), P2PTopographyCharacteristics (..), genArbitraryP2PTopography) @@ -22,10 +28,11 @@ import PraosProtocol.BlockFetch import PraosProtocol.BlockGeneration (PacketGenerationPattern (..)) import PraosProtocol.Common import PraosProtocol.Common.Chain (Chain (Genesis)) +import qualified PraosProtocol.Common.Chain as Chain import PraosProtocol.PraosNode import PraosProtocol.SimPraos import PraosProtocol.SimPraosP2P -import PraosProtocol.VizSimPraos (DiffusionLatencyMap, PraosVizConfig (..), accumDiffusionLatency, examplesPraosSimVizConfig, praosSimVizModel) +import PraosProtocol.VizSimPraos (ChainsMap, DiffusionLatencyMap, PraosVizConfig (..), accumChains, accumDiffusionLatency, examplesPraosSimVizConfig, praosSimVizModel) import PraosProtocol.VizSimPraosP2P import Sample import SimTCPLinks (mkTcpConnProps) @@ -98,6 +105,7 @@ data DiffusionData = DiffusionData { topography :: P2PTopographyCharacteristics , entries :: [DiffusionEntry] , latency_per_stake :: [LatencyPerStake] + , stable_chain_hashes :: [Int] } deriving (Generic, ToJSON, FromJSON) @@ -109,13 +117,31 @@ diffusionEntryToLatencyPerStake nnodes DiffusionEntry{..} = } where bins = [0.5, 0.8, 0.9, 0.92, 0.94, 0.96, 0.98, 1] - bin xs = map (\b -> let ys = takeWhile (\(_, x) -> x <= b) xs in if null ys then (Nothing, b) else (Just $ fst $ last ys, b)) $ bins + bin xs = map (\b -> (,b) $ fst <$> listToMaybe (dropWhile (\(_, x) -> x < b) xs)) $ bins -diffusionSampleModel :: P2PTopographyCharacteristics -> FilePath -> SampleModel PraosEvent DiffusionLatencyMap -diffusionSampleModel p2pTopographyCharacteristics fp = SampleModel Map.empty accumDiffusionLatency render +data DiffusionLatencyState = DiffusionLatencyState + { chains :: !ChainsMap + , diffusions :: !DiffusionLatencyMap + } + +diffusionSampleModel :: P2PTopographyCharacteristics -> FilePath -> SampleModel PraosEvent DiffusionLatencyState +diffusionSampleModel p2pTopographyCharacteristics fp = SampleModel initState accum render where + initState = DiffusionLatencyState IMap.empty Map.empty + accum t e DiffusionLatencyState{..} = + DiffusionLatencyState + { chains = accumChains t e chains + , diffusions = accumDiffusionLatency t e diffusions + } nnodes = p2pNumNodes p2pTopographyCharacteristics - render result = do + render DiffusionLatencyState{..} = do + let stable_chain = fromMaybe Genesis $ do + guard $ not $ IMap.null chains + pure $ List.foldl1' aux (IMap.elems chains) + aux c1 c2 = fromMaybe Genesis $ do + p <- Chain.intersectChains c1 c2 + Chain.rollback p c1 + let stable_chain_hashes = coerce $ map blockHash $ Chain.toNewestFirst stable_chain let entries = [ DiffusionEntry { hash = coerce hash' @@ -123,15 +149,24 @@ diffusionSampleModel p2pTopographyCharacteristics fp = SampleModel Map.empty acc , created = coerce t , arrivals = coerce ts } - | (hash', (_, i, t, ts)) <- Map.toList result + | (hash', (_, i, t, ts)) <- Map.toList diffusions ] + let diffusionData = + DiffusionData + { topography = p2pTopographyCharacteristics + , entries + , latency_per_stake = map (diffusionEntryToLatencyPerStake nnodes) entries + , stable_chain_hashes + } - encodeFile fp $ - DiffusionData - { topography = p2pTopographyCharacteristics - , entries - , latency_per_stake = map (diffusionEntryToLatencyPerStake nnodes) entries - } + encodeFile fp diffusionData + putStrLn $ "Diffusion data written to " ++ fp + + let arrived98 = unzip [(l.hash, d) | l <- diffusionData.latency_per_stake, (Just d, p) <- l.latencies, p == 0.98] + let missing = filter (not . (`elem` fst arrived98)) diffusionData.stable_chain_hashes + putStrLn $ "Number of blocks that reached 98% stake: " ++ show (length $ fst arrived98) + putStrLn $ "with a maximum diffusion latency: " ++ show (maximum $ snd arrived98) + putStrLn $ "Blocks in longest common prefix that did not reach 98% stake: " ++ show missing -- | Diffusion example with 1000 nodes. example1000Diffusion :: @@ -180,6 +215,7 @@ example1Trace rng0 blockInterval p2pTopography = PraosConfig { slotConfig , blockValidationDelay = const 0.1 -- 100ms + , headerValidationDelay = const 0.005 -- 5ms } , blockMarker = BS8.pack $ show nid ++ ": " , chain = Genesis @@ -262,6 +298,7 @@ example2 = PraosConfig { slotConfig , blockValidationDelay = const 0.1 -- 100ms + , headerValidationDelay = const 0.005 -- 5ms } , chain = Genesis , blockMarker = BS8.pack $ show nid ++ ": " diff --git a/simulation/src/PraosProtocol/PraosNode.hs b/simulation/src/PraosProtocol/PraosNode.hs index 391e2c20..6a156b2a 100644 --- a/simulation/src/PraosProtocol/PraosNode.hs +++ b/simulation/src/PraosProtocol/PraosNode.hs @@ -67,7 +67,7 @@ runPeer :: runPeer tracer cfg st peerId chan = do let chainConsumerState = st.chainSyncConsumerStates Map.! peerId let blockFetchConsumerState = initBlockFetchConsumerStateForPeerId tracer peerId st.blockFetchControllerState - [ Concurrently $ runChainConsumer (protocolChainSync chan) chainConsumerState + [ Concurrently $ runChainConsumer cfg (protocolChainSync chan) chainConsumerState , Concurrently $ runBlockFetchConsumer tracer cfg (protocolBlockFetch chan) blockFetchConsumerState ] diff --git a/simulation/src/PraosProtocol/SimBlockFetch.hs b/simulation/src/PraosProtocol/SimBlockFetch.hs index 35681a83..f82bb946 100644 --- a/simulation/src/PraosProtocol/SimBlockFetch.hs +++ b/simulation/src/PraosProtocol/SimBlockFetch.hs @@ -69,8 +69,7 @@ traceRelayLink1 tcpprops = [(NodeId 0, NodeId 1), (NodeId 1, NodeId 0)] ) (inChan, outChan) <- newConnectionTCP (linkTracer na nb) tcpprops - slotConfig <- slotConfigFromNow - let praosConfig = PraosConfig{slotConfig, blockValidationDelay = const 0.1} + praosConfig <- defaultPraosConfig concurrently_ (nodeA praosConfig outChan) (nodeB inChan) diff --git a/simulation/src/PraosProtocol/SimChainSync.hs b/simulation/src/PraosProtocol/SimChainSync.hs index 4e43caeb..d20c6a54 100644 --- a/simulation/src/PraosProtocol/SimChainSync.hs +++ b/simulation/src/PraosProtocol/SimChainSync.hs @@ -81,14 +81,15 @@ traceRelayLink1 tcpprops = [(NodeId 0, NodeId 1), (NodeId 1, NodeId 0)] ) (inChan, outChan) <- newConnectionTCP (linkTracer na nb) tcpprops + praosConfig <- defaultPraosConfig concurrently_ - (consumerNode inChan) + (consumerNode praosConfig inChan) (producerNode outChan) return () where - consumerNode chan = do + consumerNode cfg chan = do st <- ChainConsumerState <$> newTVarIO Chain.Genesis - runChainConsumer chan st + runChainConsumer cfg chan st producerNode chan = do let chain = mkChainSimple $ replicate 10 (BlockBody $ BS.replicate 100 0) let (cps, fId) = initFollower GenesisPoint $ initChainProducerState chain diff --git a/simulation/src/PraosProtocol/SimPraos.hs b/simulation/src/PraosProtocol/SimPraos.hs index 14dae493..5e761c98 100644 --- a/simulation/src/PraosProtocol/SimPraos.hs +++ b/simulation/src/PraosProtocol/SimPraos.hs @@ -68,8 +68,7 @@ traceRelayLink1 tcpprops = ( Set.fromList [(nodeA, nodeB), (nodeB, nodeA)] ) - slotConfig <- slotConfigFromNow - let praosConfig = PraosConfig{slotConfig, blockValidationDelay = const 0.1} + praosConfig <- defaultPraosConfig let chainA = mkChainSimple $ [BlockBody (BS.singleton word) | word <- [0 .. 9]] let chainB = Genesis (pA, cB) <- newConnectionBundleTCP (praosTracer nodeA nodeB) tcpprops diff --git a/simulation/src/PraosProtocol/VizSimPraos.hs b/simulation/src/PraosProtocol/VizSimPraos.hs index d9eaf505..360ef854 100644 --- a/simulation/src/PraosProtocol/VizSimPraos.hs +++ b/simulation/src/PraosProtocol/VizSimPraos.hs @@ -10,6 +10,8 @@ module PraosProtocol.VizSimPraos where import ChanDriver import Control.Exception (assert) import Data.Coerce (coerce) +import Data.IntMap (IntMap) +import qualified Data.IntMap.Strict as IMap import Data.Map (Map) import qualified Data.Map.Strict as Map import Data.Maybe (fromMaybe) @@ -133,6 +135,12 @@ data LinkPoints {-# UNPACK #-} !Point deriving (Show) +type ChainsMap = IntMap (Chain Block) + +accumChains :: Time -> PraosEvent -> ChainsMap -> ChainsMap +accumChains _ (PraosEventNode (LabelNode nid (PraosNodeEventNewTip ch))) = IMap.insert (coerce nid) ch +accumChains _ _ = id + type DiffusionLatencyMap = Map (HeaderHash BlockHeader) (BlockHeader, NodeId, Time, [Time]) accumDiffusionLatency :: Time -> PraosEvent -> DiffusionLatencyMap -> DiffusionLatencyMap @@ -202,7 +210,7 @@ praosSimVizModel = links } accumEventVizState _now (PraosEventNode (LabelNode nid (PraosNodeEventNewTip tip))) vs = - vs{vizNodeTip = Map.insert nid tip (vizNodeTip vs)} + vs{vizNodeTip = Map.insert nid (fullTip tip) (vizNodeTip vs)} accumEventVizState now (PraosEventNode (LabelNode nid (PraosNodeEventGenerate blk))) vs = vs { vizMsgsAtNodeBuffer = From 0a43646d4f31c713def88cf06798df4d7f2d7e27 Mon Sep 17 00:00:00 2001 From: Andrea Vezzosi Date: Fri, 8 Nov 2024 09:35:41 +0100 Subject: [PATCH 24/27] updated Logbook --- Logbook.md | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/Logbook.md b/Logbook.md index ca3274b0..e242c64f 100644 --- a/Logbook.md +++ b/Logbook.md @@ -1,5 +1,16 @@ # Leios logbook +## 2024-11-08 + +### Haskell simulation + +- praos simulation now uses hash of the tip to refine order on chains, + this makes for more consistent fork preference among nodes, and + eliminates diffusion latency outliers (>5s) we were observing. +- actual `cardano-node` implementation uses hash of vrf proof to + defend against adversarial behavior, but the simulation does not include those. +- also added an `headerValidationDelay` parameter (using 5ms atm). + ## 2024-11-07 ### Formal Methods Meeting on ΔQ From 2adc594c07e4dce91cac5a10ee6b5607c97c2a6f Mon Sep 17 00:00:00 2001 From: Simon Gellis Date: Fri, 8 Nov 2024 11:24:21 -0500 Subject: [PATCH 25/27] sim-rs: generate config matching delta-q assumptions --- sim-rs/sim-cli/src/bin/gen-test-data/main.rs | 65 + .../sim-cli/src/bin/gen-test-data/strategy.rs | 6 + .../strategy/random_graph.rs} | 88 +- .../bin/gen-test-data/strategy/simplified.rs | 116 + .../src/bin/gen-test-data/strategy/utils.rs | 30 + sim-rs/sim-core/src/config.rs | 7 +- sim-rs/test_data/simplified.toml | 6919 +++++++++++++++++ 7 files changed, 7164 insertions(+), 67 deletions(-) create mode 100644 sim-rs/sim-cli/src/bin/gen-test-data/main.rs create mode 100644 sim-rs/sim-cli/src/bin/gen-test-data/strategy.rs rename sim-rs/sim-cli/src/bin/{gen-test-data.rs => gen-test-data/strategy/random_graph.rs} (55%) create mode 100644 sim-rs/sim-cli/src/bin/gen-test-data/strategy/simplified.rs create mode 100644 sim-rs/sim-cli/src/bin/gen-test-data/strategy/utils.rs create mode 100644 sim-rs/test_data/simplified.toml diff --git a/sim-rs/sim-cli/src/bin/gen-test-data/main.rs b/sim-rs/sim-cli/src/bin/gen-test-data/main.rs new file mode 100644 index 00000000..756aa107 --- /dev/null +++ b/sim-rs/sim-cli/src/bin/gen-test-data/main.rs @@ -0,0 +1,65 @@ +use std::{collections::HashSet, fs, path::PathBuf}; + +use anyhow::Result; +use clap::{Parser, Subcommand}; +use sim_core::config::{DistributionConfig, RawConfig, SimConfiguration}; +use strategy::{random_graph, simplified, RandomGraphArgs, SimplifiedArgs}; + +mod strategy; + +#[derive(Debug, Parser)] +struct Args { + path: PathBuf, + #[command(subcommand)] + strategy: Strategy, +} + +#[derive(Debug, Subcommand)] +enum Strategy { + RandomGraph(RandomGraphArgs), + Simplified(SimplifiedArgs), +} + +fn main() -> Result<()> { + let args = Args::parse(); + + let (nodes, links) = match args.strategy { + Strategy::RandomGraph(args) => random_graph(&args)?, + Strategy::Simplified(args) => simplified(&args)?, + }; + + let raw_config = RawConfig { + seed: None, + timescale: None, + slots: None, + nodes, + trace_nodes: HashSet::new(), + links, + block_generation_probability: 0.05, + ib_generation_probability: 5.0, + ib_shards: 8, + max_block_size: 90112, + stage_length: 2, + uniform_ib_generation: true, + max_ib_requests_per_peer: 1, + max_ib_size: 327680, + max_tx_size: 16384, + transaction_frequency_ms: DistributionConfig::Exp { + lambda: 0.85, + scale: Some(1000.0), + }, + transaction_size_bytes: DistributionConfig::LogNormal { + mu: 6.833, + sigma: 1.127, + }, + }; + + let serialized = toml::to_string_pretty(&raw_config)?; + + let full_config: SimConfiguration = raw_config.into(); + full_config.validate()?; + + fs::write(args.path, serialized)?; + + Ok(()) +} diff --git a/sim-rs/sim-cli/src/bin/gen-test-data/strategy.rs b/sim-rs/sim-cli/src/bin/gen-test-data/strategy.rs new file mode 100644 index 00000000..bf8d4c18 --- /dev/null +++ b/sim-rs/sim-cli/src/bin/gen-test-data/strategy.rs @@ -0,0 +1,6 @@ +mod random_graph; +mod simplified; +mod utils; + +pub use random_graph::*; +pub use simplified::*; diff --git a/sim-rs/sim-cli/src/bin/gen-test-data.rs b/sim-rs/sim-cli/src/bin/gen-test-data/strategy/random_graph.rs similarity index 55% rename from sim-rs/sim-cli/src/bin/gen-test-data.rs rename to sim-rs/sim-cli/src/bin/gen-test-data/strategy/random_graph.rs index ecdc525f..2b5b1ff9 100644 --- a/sim-rs/sim-cli/src/bin/gen-test-data.rs +++ b/sim-rs/sim-cli/src/bin/gen-test-data/strategy/random_graph.rs @@ -1,17 +1,14 @@ -use std::{ - collections::{BTreeMap, BTreeSet, HashSet}, - fs, - path::PathBuf, -}; +use std::collections::{BTreeMap, BTreeSet}; -use anyhow::Result; +use anyhow::{bail, Result}; use clap::Parser; -use rand::{seq::SliceRandom, thread_rng, Rng}; -use sim_core::config::{DistributionConfig, RawConfig, RawLinkConfig, RawNodeConfig}; +use rand::{seq::SliceRandom as _, thread_rng, Rng as _}; +use sim_core::config::{RawLinkConfig, RawNodeConfig}; + +use crate::strategy::utils::LinkTracker; #[derive(Debug, Parser)] -struct Args { - path: PathBuf, +pub struct RandomGraphArgs { node_count: usize, stake_pool_count: usize, } @@ -23,14 +20,15 @@ fn distance((lat1, long1): (f64, f64), (lat2, long2): (f64, f64)) -> f64 { (dist_x.powi(2) + dist_y.powi(2)).sqrt() } -fn main() -> Result<()> { - let args = Args::parse(); - assert!(args.stake_pool_count < args.node_count); +pub fn random_graph(args: &RandomGraphArgs) -> Result<(Vec, Vec)> { + if args.stake_pool_count >= args.node_count { + bail!("At least one node must not be a stake pool"); + } let mut rng = thread_rng(); let mut nodes = vec![]; - let mut links = vec![]; + let mut links = LinkTracker::new(); println!("generating nodes..."); for id in 0..args.node_count { @@ -49,7 +47,6 @@ fn main() -> Result<()> { let alpha = 0.15; let beta = 0.2; let max_distance = distance((0.0, 90.0), (90.0, 180.0)); - let mut connections: BTreeMap> = BTreeMap::new(); for from in 0..args.node_count { // stake pools don't connect directly to each other let first_candidate_connection = if from < args.stake_pool_count { @@ -63,83 +60,44 @@ fn main() -> Result<()> { let dist = distance(nodes[from].location, nodes[to].location); let probability = alpha * (-dist / (beta * max_distance)).exp(); if rng.gen_bool(probability) { - links.push(RawLinkConfig { - nodes: (from, to), - latency_ms: None, - }); - connections.entry(from).or_default().insert(to); - connections.entry(to).or_default().insert(from); + links.add(from, to, None); } } } // Every node must connect to at least one other node for from in 0..args.node_count { - if !connections.contains_key(&from) { + if !links.connections.contains_key(&from) { let candidate_targets: Vec = if from < args.stake_pool_count { (args.stake_pool_count..args.node_count).collect() } else { (0..args.node_count).filter(|&to| to == from).collect() }; let to = candidate_targets.choose(&mut rng).cloned().unwrap(); - links.push(RawLinkConfig { - nodes: (from, to), - latency_ms: None, - }); - connections.entry(from).or_default().insert(to); - connections.entry(to).or_default().insert(from); + links.add(from, to, None); } } // Make sure the relays are fully connected let mut connected_nodes = BTreeSet::new(); - track_connections(&mut connected_nodes, &connections, args.stake_pool_count); + track_connections( + &mut connected_nodes, + &links.connections, + args.stake_pool_count, + ); let mut last_conn = args.stake_pool_count; for relay in (args.stake_pool_count + 1)..args.node_count { if !connected_nodes.contains(&relay) { let from = last_conn; let to = relay; - links.push(RawLinkConfig { - nodes: (from, to), - latency_ms: None, - }); - connections.entry(from).or_default().insert(to); - connections.entry(to).or_default().insert(from); - track_connections(&mut connected_nodes, &connections, relay); + links.add(from, to, None); + track_connections(&mut connected_nodes, &links.connections, relay); last_conn = relay; } } - let data = RawConfig { - seed: None, - timescale: None, - slots: None, - nodes, - trace_nodes: HashSet::new(), - links, - block_generation_probability: 0.05, - ib_generation_probability: 5.0, - ib_shards: 8, - max_block_size: 90112, - stage_length: 2, - uniform_ib_generation: true, - max_ib_requests_per_peer: 1, - max_ib_size: 327680, - max_tx_size: 16384, - transaction_frequency_ms: DistributionConfig::Exp { - lambda: 0.85, - scale: Some(1000.0), - }, - transaction_size_bytes: DistributionConfig::LogNormal { - mu: 6.833, - sigma: 1.127, - }, - }; - - fs::write(args.path, toml::to_string_pretty(&data)?)?; - - Ok(()) + Ok((nodes, links.links)) } fn track_connections( diff --git a/sim-rs/sim-cli/src/bin/gen-test-data/strategy/simplified.rs b/sim-rs/sim-cli/src/bin/gen-test-data/strategy/simplified.rs new file mode 100644 index 00000000..c300c232 --- /dev/null +++ b/sim-rs/sim-cli/src/bin/gen-test-data/strategy/simplified.rs @@ -0,0 +1,116 @@ +use std::time::Duration; + +use anyhow::Result; +use clap::Parser; +use rand::{rngs::ThreadRng, thread_rng, Rng}; +use sim_core::config::{RawLinkConfig, RawNodeConfig}; + +use super::utils::LinkTracker; + +#[derive(Debug, Parser)] +pub struct SimplifiedArgs { + pool_count: usize, +} + +struct Cluster { + origin: (f64, f64), +} + +impl Cluster { + fn new(lat: f64, long: f64) -> Self { + Self { + origin: (lat, long), + } + } + + fn random_loc(&self, rng: &mut ThreadRng) -> ((f64, f64), (f64, f64)) { + let (lat_origin, long_origin) = self.origin; + let lat_offset = rng.gen_range(-10.0..10.0); + let long_offset = rng.gen_range(-10.0..10.0); + let pool_loc = ( + lat_origin + lat_offset * 2.0, + long_origin + long_offset * 2.0, + ); + let relay_loc = (lat_origin + lat_offset, long_origin + long_offset); + (pool_loc, relay_loc) + } +} + +const SHORT_HOP: Duration = Duration::from_millis(12); +const MEDIUM_HOP: Duration = Duration::from_millis(69); +const LONG_HOP: Duration = Duration::from_millis(268); + +pub fn simplified(args: &SimplifiedArgs) -> Result<(Vec, Vec)> { + let mut rng = thread_rng(); + + let mut nodes = vec![]; + let mut links = LinkTracker::new(); + + // We want nodes to have ~equal numbers of "short", "medium", and "long" connections to each other. + // We also want physically plausible arrangements of nodes, so visualizations make sense. + // So we generate nodes in 5 "clusters", such that every cluster has two "medium" and two "large" neighbors. + // Then for some N, we give each node (at least) 2N connections within its cluster, and N connections to each other cluster. + let pool_count = args.pool_count.next_multiple_of(5); + let cluster_size = pool_count / 5; + let clusters = [ + Cluster::new(0.0, 20.0), + Cluster::new(40.0, 60.0), + Cluster::new(30.0, 120.0), + Cluster::new(-30.0, 120.0), + Cluster::new(-40.0, 60.0), + ]; + for i in 0..pool_count { + let cluster = i % 5; + let (pool_loc, relay_loc) = clusters[cluster].random_loc(&mut rng); + let pool_id = nodes.len(); + nodes.push(RawNodeConfig { + location: pool_loc, + stake: Some(rng.gen_range(100..100000)), + }); + let relay_id = nodes.len(); + nodes.push(RawNodeConfig { + location: relay_loc, + stake: None, + }); + + links.add(pool_id, relay_id, Some(SHORT_HOP)); + + let mut local_candidates: Vec = (0..cluster_size) + .map(|i| (cluster * cluster_size) + i + 1) + .filter(|id| *id != relay_id) + .collect(); + + // Generate at least four connections within our cluster + for _ in 0..3 { + if local_candidates.is_empty() { + break; + } + let neighbor = local_candidates.remove(rng.gen_range(0..local_candidates.len())); + links.add(relay_id, neighbor, Some(SHORT_HOP)); + } + + for other_cluster in (0..5).filter(|c| *c != cluster) { + let latency = + if cluster == (other_cluster + 1) % 5 || (cluster + 1) % 5 == other_cluster { + MEDIUM_HOP + } else { + LONG_HOP + }; + + let mut candidates: Vec = (0..cluster_size) + .map(|i| (other_cluster * cluster_size) + i + 1) + .collect(); + + // Generate at least two connections to other clusters + for _ in 0..1 { + if candidates.is_empty() { + break; + } + let neighbor = candidates.remove(rng.gen_range(0..candidates.len())); + links.add(relay_id, neighbor, Some(latency)); + } + } + } + + Ok((nodes, links.links)) +} diff --git a/sim-rs/sim-cli/src/bin/gen-test-data/strategy/utils.rs b/sim-rs/sim-cli/src/bin/gen-test-data/strategy/utils.rs new file mode 100644 index 00000000..a2cc6992 --- /dev/null +++ b/sim-rs/sim-cli/src/bin/gen-test-data/strategy/utils.rs @@ -0,0 +1,30 @@ +use std::{ + collections::{BTreeMap, BTreeSet}, + time::Duration, +}; + +use sim_core::config::RawLinkConfig; + +#[derive(Default)] +pub struct LinkTracker { + pub connections: BTreeMap>, + pub links: Vec, +} + +impl LinkTracker { + pub fn new() -> Self { + Self::default() + } + pub fn add(&mut self, from: usize, to: usize, latency: Option) { + if to < from { + self.add(to, from, latency); + return; + } + self.links.push(RawLinkConfig { + nodes: (from, to), + latency_ms: latency.map(|l| l.as_millis() as u64), + }); + self.connections.entry(from).or_default().insert(to); + self.connections.entry(to).or_default().insert(from); + } +} diff --git a/sim-rs/sim-core/src/config.rs b/sim-rs/sim-core/src/config.rs index 8be6365c..7a257da8 100644 --- a/sim-rs/sim-core/src/config.rs +++ b/sim-rs/sim-core/src/config.rs @@ -181,11 +181,14 @@ fn to_netsim_location((lat, long): (f64, f64)) -> Location { ((lat * 10000.) as i64, (long * 10000.) as u64) } -fn compute_latency(loc1: Location, loc2: Location, extra_ms: Option) -> Duration { +fn compute_latency(loc1: Location, loc2: Location, explicit: Option) -> Duration { + if let Some(ms) = explicit { + return Duration::from_millis(ms); + } let geo_latency = geo::latency_between_locations(loc1, loc2, 1.) .map(|l| l.to_duration()) .unwrap_or(Duration::ZERO); - let extra_latency = Duration::from_millis(extra_ms.unwrap_or(5)); + let extra_latency = Duration::from_millis(5); geo_latency + extra_latency } diff --git a/sim-rs/test_data/simplified.toml b/sim-rs/test_data/simplified.toml new file mode 100644 index 00000000..4717684c --- /dev/null +++ b/sim-rs/test_data/simplified.toml @@ -0,0 +1,6919 @@ +block_generation_probability = 0.05 +ib_generation_probability = 5.0 +max_block_size = 90112 +max_tx_size = 16384 +stage_length = 2 +uniform_ib_generation = true +max_ib_size = 327680 +max_ib_requests_per_peer = 1 +ib_shards = 8 + +[[nodes]] +location = [ + -10.884540499107862, + 16.39365831429909, +] +stake = 2265 + +[[nodes]] +location = [ + -5.442270249553931, + 18.196829157149544, +] + +[[nodes]] +location = [ + 42.75175433071071, + 62.219205625053945, +] +stake = 46440 + +[[nodes]] +location = [ + 41.375877165355355, + 61.10960281252697, +] + +[[nodes]] +location = [ + 18.064491714381397, + 117.16269149875829, +] +stake = 61075 + +[[nodes]] +location = [ + 24.0322458571907, + 118.58134574937915, +] + +[[nodes]] +location = [ + -24.65784035628646, + 100.12827336518973, +] +stake = 13551 + +[[nodes]] +location = [ + -27.32892017814323, + 110.06413668259486, +] + +[[nodes]] +location = [ + -37.383719754858916, + 56.90368697742603, +] +stake = 66531 + +[[nodes]] +location = [ + -38.69185987742946, + 58.45184348871301, +] + +[[nodes]] +location = [ + -11.616115313923396, + 27.990919510149332, +] +stake = 69590 + +[[nodes]] +location = [ + -5.808057656961698, + 23.995459755074666, +] + +[[nodes]] +location = [ + 27.579319879140556, + 48.043815984688294, +] +stake = 54451 + +[[nodes]] +location = [ + 33.78965993957028, + 54.02190799234415, +] + +[[nodes]] +location = [ + 38.39348047111734, + 122.49669051632819, +] +stake = 26771 + +[[nodes]] +location = [ + 34.19674023555867, + 121.2483452581641, +] + +[[nodes]] +location = [ + -37.95076120831105, + 108.22683291966047, +] +stake = 91887 + +[[nodes]] +location = [ + -33.975380604155525, + 114.11341645983023, +] + +[[nodes]] +location = [ + -50.42900585683998, + 45.44274215351511, +] +stake = 12381 + +[[nodes]] +location = [ + -45.21450292841999, + 52.721371076757556, +] + +[[nodes]] +location = [ + -14.567194244791537, + 19.116371705323534, +] +stake = 45742 + +[[nodes]] +location = [ + -7.2835971223957685, + 19.558185852661765, +] + +[[nodes]] +location = [ + 47.38529223658495, + 79.3594192662074, +] +stake = 20896 + +[[nodes]] +location = [ + 43.69264611829247, + 69.6797096331037, +] + +[[nodes]] +location = [ + 13.264588851889172, + 105.54662546302511, +] +stake = 17567 + +[[nodes]] +location = [ + 21.632294425944586, + 112.77331273151256, +] + +[[nodes]] +location = [ + -47.867214035876884, + 114.13063247992858, +] +stake = 71288 + +[[nodes]] +location = [ + -38.93360701793844, + 117.06531623996429, +] + +[[nodes]] +location = [ + -25.5228049412501, + 73.58396538900516, +] +stake = 66282 + +[[nodes]] +location = [ + -32.76140247062505, + 66.79198269450258, +] + +[[nodes]] +location = [ + -18.160704288463325, + 39.25375423196794, +] +stake = 48919 + +[[nodes]] +location = [ + 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57.64617806103796, +] + +[[nodes]] +location = [ + 44.04646722514804, + 113.3627929832163, +] +stake = 80552 + +[[nodes]] +location = [ + 37.02323361257402, + 116.68139649160815, +] + +[[nodes]] +location = [ + -21.966995092153798, + 126.57867415157773, +] +stake = 78561 + +[[nodes]] +location = [ + -25.983497546076897, + 123.28933707578886, +] + +[[nodes]] +location = [ + -47.12062132958293, + 67.91975390953073, +] +stake = 33858 + +[[nodes]] +location = [ + -43.560310664791466, + 63.95987695476536, +] + +[[nodes]] +location = [ + -15.72033056006541, + 39.393477024253684, +] +stake = 9399 + +[[nodes]] +location = [ + -7.860165280032705, + 29.696738512126842, +] + +[[nodes]] +location = [ + 22.894810821787843, + 47.85705628265663, +] +stake = 15101 + +[[nodes]] +location = [ + 31.44740541089392, + 53.928528141328314, +] + +[[nodes]] +location = [ + 11.741798507056338, + 127.9483697954967, +] +stake = 95657 + +[[nodes]] +location = [ + 20.87089925352817, + 123.97418489774834, +] + 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+latency_ms = 12 + +[[links]] +nodes = [ + 3, + 11, +] +latency_ms = 12 + +[[links]] +nodes = [ + 11, + 14, +] +latency_ms = 12 + +[[links]] +nodes = [ + 11, + 30, +] +latency_ms = 69 + +[[links]] +nodes = [ + 11, + 43, +] +latency_ms = 268 + +[[links]] +nodes = [ + 11, + 75, +] +latency_ms = 268 + +[[links]] +nodes = [ + 11, + 87, +] +latency_ms = 69 + +[[links]] +nodes = [ + 12, + 13, +] +latency_ms = 12 + +[[links]] +nodes = [ + 13, + 23, +] +latency_ms = 12 + +[[links]] +nodes = [ + 13, + 37, +] +latency_ms = 12 + +[[links]] +nodes = [ + 13, + 32, +] +latency_ms = 12 + +[[links]] +nodes = [ + 13, + 13, +] +latency_ms = 69 + +[[links]] +nodes = [ + 13, + 45, +] +latency_ms = 69 + +[[links]] +nodes = [ + 13, + 73, +] +latency_ms = 268 + +[[links]] +nodes = [ + 13, + 83, +] +latency_ms = 268 + +[[links]] +nodes = [ + 14, + 15, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 58, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 48, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 41, +] +latency_ms = 12 + +[[links]] +nodes = [ + 3, + 15, +] +latency_ms = 268 + +[[links]] +nodes = [ + 15, + 37, +] +latency_ms = 69 + +[[links]] +nodes = [ + 15, + 76, +] +latency_ms = 69 + +[[links]] +nodes = [ + 15, + 83, +] +latency_ms = 268 + +[[links]] +nodes = [ + 16, + 17, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 74, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 69, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 76, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 17, +] +latency_ms = 268 + +[[links]] +nodes = [ + 17, + 26, +] +latency_ms = 268 + +[[links]] +nodes = [ + 17, + 42, +] +latency_ms = 69 + +[[links]] +nodes = [ + 17, + 83, +] +latency_ms = 69 + +[[links]] +nodes = [ + 18, + 19, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 84, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 99, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 81, +] +latency_ms = 12 + +[[links]] +nodes = [ + 2, + 19, +] +latency_ms = 69 + +[[links]] +nodes = [ + 19, + 26, +] +latency_ms = 268 + +[[links]] +nodes = [ + 19, + 45, +] +latency_ms = 268 + +[[links]] +nodes = [ + 19, + 61, +] +latency_ms = 69 + +[[links]] +nodes = [ + 20, + 21, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 21, +] +latency_ms = 12 + +[[links]] +nodes = [ + 18, + 21, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 21, +] +latency_ms = 12 + +[[links]] +nodes = [ + 21, + 27, +] +latency_ms = 69 + +[[links]] +nodes = [ + 21, + 47, +] +latency_ms = 268 + +[[links]] +nodes = [ + 21, + 72, +] +latency_ms = 268 + +[[links]] +nodes = [ + 21, + 96, +] +latency_ms = 69 + +[[links]] +nodes = [ + 22, + 23, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 29, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 33, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 31, +] +latency_ms = 12 + +[[links]] +nodes = [ + 11, + 23, +] +latency_ms = 69 + +[[links]] +nodes = [ + 23, + 55, +] +latency_ms = 69 + +[[links]] +nodes = [ + 23, + 78, +] +latency_ms = 268 + +[[links]] +nodes = [ + 23, + 86, +] +latency_ms = 268 + +[[links]] +nodes = [ + 24, + 25, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 49, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 58, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 48, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 25, +] +latency_ms = 268 + +[[links]] +nodes = [ + 25, + 34, +] +latency_ms = 69 + +[[links]] +nodes = [ + 25, + 80, +] +latency_ms = 69 + +[[links]] +nodes = [ + 25, + 84, +] +latency_ms = 268 + +[[links]] +nodes = [ + 26, + 27, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 64, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 69, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 78, +] +latency_ms = 12 + +[[links]] +nodes = [ + 11, + 27, +] +latency_ms = 268 + +[[links]] +nodes = [ + 27, + 31, +] +latency_ms = 268 + +[[links]] +nodes = [ + 27, + 49, +] +latency_ms = 69 + +[[links]] +nodes = [ + 27, + 92, +] +latency_ms = 69 + +[[links]] +nodes = [ + 28, + 29, +] +latency_ms = 12 + +[[links]] +nodes = [ + 29, + 84, +] +latency_ms = 12 + +[[links]] +nodes = [ + 29, + 95, +] +latency_ms = 12 + +[[links]] +nodes = [ + 29, + 82, +] +latency_ms = 12 + +[[links]] +nodes = [ + 12, + 29, +] +latency_ms = 69 + +[[links]] +nodes = [ + 29, + 30, +] +latency_ms = 268 + +[[links]] +nodes = [ + 29, + 60, +] +latency_ms = 268 + +[[links]] +nodes = [ + 29, + 77, +] +latency_ms = 69 + +[[links]] +nodes = [ + 30, + 31, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 31, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 31, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 31, +] +latency_ms = 12 + +[[links]] +nodes = [ + 21, + 31, +] +latency_ms = 69 + +[[links]] +nodes = [ + 31, + 43, +] +latency_ms = 268 + +[[links]] +nodes = [ + 31, + 64, +] +latency_ms = 268 + +[[links]] +nodes = [ + 31, + 99, +] +latency_ms = 69 + +[[links]] +nodes = [ + 32, + 33, +] +latency_ms = 12 + +[[links]] +nodes = [ + 29, + 33, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 33, +] +latency_ms = 12 + +[[links]] +nodes = [ + 33, + 36, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 33, +] +latency_ms = 69 + +[[links]] +nodes = [ + 33, + 51, +] +latency_ms = 69 + +[[links]] +nodes = [ + 33, + 75, +] +latency_ms = 268 + +[[links]] +nodes = [ + 33, + 97, +] +latency_ms = 268 + +[[links]] +nodes = [ + 34, + 35, +] +latency_ms = 12 + +[[links]] +nodes = [ + 35, + 42, +] +latency_ms = 12 + +[[links]] +nodes = [ + 35, + 41, +] +latency_ms = 12 + +[[links]] +nodes = [ + 35, + 44, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 35, +] +latency_ms = 268 + +[[links]] +nodes = [ + 30, + 35, +] +latency_ms = 69 + +[[links]] +nodes = [ + 35, + 75, +] +latency_ms = 69 + +[[links]] +nodes = [ + 35, + 83, +] +latency_ms = 268 + +[[links]] +nodes = [ + 36, + 37, +] +latency_ms = 12 + +[[links]] +nodes = [ + 37, + 65, +] +latency_ms = 12 + +[[links]] +nodes = [ + 37, + 61, +] +latency_ms = 12 + +[[links]] +nodes = [ + 37, + 68, +] +latency_ms = 12 + +[[links]] +nodes = [ + 16, + 37, +] +latency_ms = 268 + +[[links]] +nodes = [ + 37, + 37, +] +latency_ms = 268 + +[[links]] +nodes = [ + 37, + 57, +] +latency_ms = 69 + +[[links]] +nodes = [ + 37, + 91, +] +latency_ms = 69 + +[[links]] +nodes = [ + 38, + 39, +] +latency_ms = 12 + +[[links]] +nodes = [ + 39, + 92, +] +latency_ms = 12 + +[[links]] +nodes = [ + 39, + 94, +] +latency_ms = 12 + +[[links]] +nodes = [ + 39, + 89, +] +latency_ms = 12 + +[[links]] +nodes = [ + 7, + 39, +] +latency_ms = 69 + +[[links]] +nodes = [ + 23, + 39, +] +latency_ms = 268 + +[[links]] +nodes = [ + 39, + 57, +] +latency_ms = 268 + +[[links]] +nodes = [ + 39, + 76, +] +latency_ms = 69 + +[[links]] +nodes = [ + 40, + 41, +] +latency_ms = 12 + +[[links]] +nodes = [ + 7, + 41, +] +latency_ms = 12 + +[[links]] +nodes = [ + 3, + 41, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 41, +] +latency_ms = 12 + +[[links]] +nodes = [ + 36, + 41, +] +latency_ms = 69 + +[[links]] +nodes = [ + 41, + 51, +] +latency_ms = 268 + +[[links]] +nodes = [ + 41, + 73, +] +latency_ms = 268 + +[[links]] +nodes = [ + 41, + 83, +] +latency_ms = 69 + +[[links]] +nodes = [ + 42, + 43, +] +latency_ms = 12 + +[[links]] +nodes = [ + 21, + 43, +] +latency_ms = 12 + +[[links]] +nodes = [ + 28, + 43, +] +latency_ms = 12 + +[[links]] +nodes = [ + 24, + 43, +] +latency_ms = 12 + +[[links]] +nodes = [ + 18, + 43, +] +latency_ms = 69 + +[[links]] +nodes = [ + 43, + 57, +] +latency_ms = 69 + +[[links]] +nodes = [ + 43, + 80, +] +latency_ms = 268 + +[[links]] +nodes = [ + 43, + 85, +] +latency_ms = 268 + +[[links]] +nodes = [ + 44, + 45, +] +latency_ms = 12 + +[[links]] +nodes = [ + 45, + 55, +] +latency_ms = 12 + +[[links]] +nodes = [ + 45, + 47, +] +latency_ms = 12 + +[[links]] +nodes = [ + 45, + 51, +] +latency_ms = 12 + +[[links]] +nodes = [ + 14, + 45, +] +latency_ms = 268 + +[[links]] +nodes = [ + 30, + 45, +] +latency_ms = 69 + +[[links]] +nodes = [ + 45, + 69, +] +latency_ms = 69 + +[[links]] +nodes = [ + 45, + 94, +] +latency_ms = 268 + +[[links]] +nodes = [ + 46, + 47, +] +latency_ms = 12 + +[[links]] +nodes = [ + 47, + 68, +] +latency_ms = 12 + +[[links]] +nodes = [ + 47, + 79, +] +latency_ms = 12 + +[[links]] +nodes = [ + 47, + 75, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 47, +] +latency_ms = 268 + +[[links]] +nodes = [ + 22, + 47, +] +latency_ms = 268 + +[[links]] +nodes = [ + 43, + 47, +] +latency_ms = 69 + +[[links]] +nodes = [ + 47, + 89, +] +latency_ms = 69 + +[[links]] +nodes = [ + 48, + 49, +] +latency_ms = 12 + +[[links]] +nodes = [ + 49, + 81, +] +latency_ms = 12 + +[[links]] +nodes = [ + 49, + 96, +] +latency_ms = 12 + +[[links]] +nodes = [ + 49, + 91, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 49, +] +latency_ms = 69 + +[[links]] +nodes = [ + 30, + 49, +] +latency_ms = 268 + +[[links]] +nodes = [ + 49, + 56, +] +latency_ms = 268 + +[[links]] +nodes = [ + 49, + 62, +] +latency_ms = 69 + +[[links]] +nodes = [ + 50, + 51, +] +latency_ms = 12 + +[[links]] +nodes = [ + 7, + 51, +] +latency_ms = 12 + +[[links]] +nodes = [ + 4, + 51, +] +latency_ms = 12 + +[[links]] +nodes = [ + 18, + 51, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 51, +] +latency_ms = 69 + +[[links]] +nodes = [ + 51, + 59, +] +latency_ms = 268 + +[[links]] +nodes = [ + 51, + 80, +] +latency_ms = 268 + +[[links]] +nodes = [ + 51, + 83, +] +latency_ms = 69 + +[[links]] +nodes = [ + 52, + 53, +] +latency_ms = 12 + +[[links]] +nodes = [ + 22, + 53, +] +latency_ms = 12 + +[[links]] +nodes = [ + 30, + 53, +] +latency_ms = 12 + +[[links]] +nodes = [ + 28, + 53, +] +latency_ms = 12 + +[[links]] +nodes = [ + 9, + 53, +] +latency_ms = 69 + +[[links]] +nodes = [ + 53, + 57, +] +latency_ms = 69 + +[[links]] +nodes = [ + 53, + 61, +] +latency_ms = 268 + +[[links]] +nodes = [ + 53, + 88, +] +latency_ms = 268 + +[[links]] +nodes = [ + 54, + 55, +] +latency_ms = 12 + +[[links]] +nodes = [ + 55, + 60, +] +latency_ms = 12 + +[[links]] +nodes = [ + 49, + 55, +] +latency_ms = 12 + +[[links]] +nodes = [ + 43, + 55, +] +latency_ms = 12 + +[[links]] +nodes = [ + 4, + 55, +] +latency_ms = 268 + +[[links]] +nodes = [ + 34, + 55, +] +latency_ms = 69 + +[[links]] +nodes = [ + 55, + 78, +] +latency_ms = 69 + +[[links]] +nodes = [ + 55, + 100, +] +latency_ms = 268 + +[[links]] +nodes = [ + 56, + 57, +] +latency_ms = 12 + +[[links]] +nodes = [ + 57, + 73, +] +latency_ms = 12 + +[[links]] +nodes = [ + 57, + 61, +] +latency_ms = 12 + +[[links]] +nodes = [ + 57, + 64, +] +latency_ms = 12 + +[[links]] +nodes = [ + 14, + 57, +] +latency_ms = 268 + +[[links]] +nodes = [ + 37, + 57, +] +latency_ms = 268 + +[[links]] +nodes = [ + 51, + 57, +] +latency_ms = 69 + +[[links]] +nodes = [ + 57, + 81, +] +latency_ms = 69 + +[[links]] +nodes = [ + 58, + 59, +] +latency_ms = 12 + +[[links]] +nodes = [ + 59, + 81, +] +latency_ms = 12 + +[[links]] +nodes = [ + 59, + 95, +] +latency_ms = 12 + +[[links]] +nodes = [ + 59, + 85, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 59, +] +latency_ms = 69 + +[[links]] +nodes = [ + 31, + 59, +] +latency_ms = 268 + +[[links]] +nodes = [ + 50, + 59, +] +latency_ms = 268 + +[[links]] +nodes = [ + 59, + 78, +] +latency_ms = 69 + +[[links]] +nodes = [ + 60, + 61, +] +latency_ms = 12 + +[[links]] +nodes = [ + 8, + 61, +] +latency_ms = 12 + +[[links]] +nodes = [ + 12, + 61, +] +latency_ms = 12 + +[[links]] +nodes = [ + 13, + 61, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 61, +] +latency_ms = 69 + +[[links]] +nodes = [ + 47, + 61, +] +latency_ms = 268 + +[[links]] +nodes = [ + 61, + 65, +] +latency_ms = 268 + +[[links]] +nodes = [ + 61, + 82, +] +latency_ms = 69 + +[[links]] +nodes = [ + 62, + 63, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 63, +] +latency_ms = 12 + +[[links]] +nodes = [ + 28, + 63, +] +latency_ms = 12 + +[[links]] +nodes = [ + 26, + 63, +] +latency_ms = 12 + +[[links]] +nodes = [ + 2, + 63, +] +latency_ms = 69 + +[[links]] +nodes = [ + 54, + 63, +] +latency_ms = 69 + +[[links]] +nodes = [ + 63, + 73, +] +latency_ms = 268 + +[[links]] +nodes = [ + 63, + 85, +] +latency_ms = 268 + +[[links]] +nodes = [ + 64, + 65, +] +latency_ms = 12 + +[[links]] +nodes = [ + 46, + 65, +] +latency_ms = 12 + +[[links]] +nodes = [ + 48, + 65, +] +latency_ms = 12 + +[[links]] +nodes = [ + 59, + 65, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 65, +] +latency_ms = 268 + +[[links]] +nodes = [ + 28, + 65, +] +latency_ms = 69 + +[[links]] +nodes = [ + 65, + 75, +] +latency_ms = 69 + +[[links]] +nodes = [ + 65, + 84, +] +latency_ms = 268 + +[[links]] +nodes = [ + 66, + 67, +] +latency_ms = 12 + +[[links]] +nodes = [ + 66, + 67, +] +latency_ms = 12 + +[[links]] +nodes = [ + 67, + 78, +] +latency_ms = 12 + +[[links]] +nodes = [ + 67, + 76, +] +latency_ms = 12 + +[[links]] +nodes = [ + 3, + 67, +] +latency_ms = 268 + +[[links]] +nodes = [ + 39, + 67, +] +latency_ms = 268 + +[[links]] +nodes = [ + 55, + 67, +] +latency_ms = 69 + +[[links]] +nodes = [ + 67, + 99, +] +latency_ms = 69 + +[[links]] +nodes = [ + 68, + 69, +] +latency_ms = 12 + +[[links]] +nodes = [ + 69, + 96, +] +latency_ms = 12 + +[[links]] +nodes = [ + 69, + 85, +] +latency_ms = 12 + +[[links]] +nodes = [ + 69, + 82, +] +latency_ms = 12 + +[[links]] +nodes = [ + 8, + 69, +] +latency_ms = 69 + +[[links]] +nodes = [ + 29, + 69, +] +latency_ms = 268 + +[[links]] +nodes = [ + 60, + 69, +] +latency_ms = 268 + +[[links]] +nodes = [ + 69, + 70, +] +latency_ms = 69 + +[[links]] +nodes = [ + 70, + 71, +] +latency_ms = 12 + +[[links]] +nodes = [ + 20, + 71, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 71, +] +latency_ms = 12 + +[[links]] +nodes = [ + 11, + 71, +] +latency_ms = 12 + +[[links]] +nodes = [ + 36, + 71, +] +latency_ms = 69 + +[[links]] +nodes = [ + 49, + 71, +] +latency_ms = 268 + +[[links]] +nodes = [ + 61, + 71, +] +latency_ms = 268 + +[[links]] +nodes = [ + 71, + 93, +] +latency_ms = 69 + +[[links]] +nodes = [ + 72, + 73, +] +latency_ms = 12 + +[[links]] +nodes = [ + 30, + 73, +] +latency_ms = 12 + +[[links]] +nodes = [ + 21, + 73, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 73, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 73, +] +latency_ms = 69 + +[[links]] +nodes = [ + 52, + 73, +] +latency_ms = 69 + +[[links]] +nodes = [ + 72, + 73, +] +latency_ms = 268 + +[[links]] +nodes = [ + 73, + 85, +] +latency_ms = 268 + +[[links]] +nodes = [ + 74, + 75, +] +latency_ms = 12 + +[[links]] +nodes = [ + 47, + 75, +] +latency_ms = 12 + +[[links]] +nodes = [ + 45, + 75, +] +latency_ms = 12 + +[[links]] +nodes = [ + 59, + 75, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 75, +] +latency_ms = 268 + +[[links]] +nodes = [ + 29, + 75, +] +latency_ms = 69 + +[[links]] +nodes = [ + 70, + 75, +] +latency_ms = 69 + +[[links]] +nodes = [ + 75, + 84, +] +latency_ms = 268 + +[[links]] +nodes = [ + 76, + 77, +] +latency_ms = 12 + +[[links]] +nodes = [ + 77, + 79, +] +latency_ms = 12 + +[[links]] +nodes = [ + 68, + 77, +] +latency_ms = 12 + +[[links]] +nodes = [ + 66, + 77, +] +latency_ms = 12 + +[[links]] +nodes = [ + 3, + 77, +] +latency_ms = 268 + +[[links]] +nodes = [ + 34, + 77, +] +latency_ms = 268 + +[[links]] +nodes = [ + 59, + 77, +] +latency_ms = 69 + +[[links]] +nodes = [ + 77, + 93, +] +latency_ms = 69 + +[[links]] +nodes = [ + 78, + 79, +] +latency_ms = 12 + +[[links]] +nodes = [ + 79, + 85, +] +latency_ms = 12 + +[[links]] +nodes = [ + 79, + 81, +] +latency_ms = 12 + +[[links]] +nodes = [ + 79, + 94, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 79, +] +latency_ms = 69 + +[[links]] +nodes = [ + 38, + 79, +] +latency_ms = 268 + +[[links]] +nodes = [ + 41, + 79, +] +latency_ms = 268 + +[[links]] +nodes = [ + 65, + 79, +] +latency_ms = 69 + +[[links]] +nodes = [ + 80, + 81, +] +latency_ms = 12 + +[[links]] +nodes = [ + 14, + 81, +] +latency_ms = 12 + +[[links]] +nodes = [ + 2, + 81, +] +latency_ms = 12 + +[[links]] +nodes = [ + 20, + 81, +] +latency_ms = 12 + +[[links]] +nodes = [ + 22, + 81, +] +latency_ms = 69 + +[[links]] +nodes = [ + 51, + 81, +] +latency_ms = 268 + +[[links]] +nodes = [ + 77, + 81, +] +latency_ms = 268 + +[[links]] +nodes = [ + 81, + 94, +] +latency_ms = 69 + +[[links]] +nodes = [ + 82, + 83, +] +latency_ms = 12 + +[[links]] +nodes = [ + 38, + 83, +] +latency_ms = 12 + +[[links]] +nodes = [ + 26, + 83, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 83, +] +latency_ms = 12 + +[[links]] +nodes = [ + 9, + 83, +] +latency_ms = 69 + +[[links]] +nodes = [ + 49, + 83, +] +latency_ms = 69 + +[[links]] +nodes = [ + 76, + 83, +] +latency_ms = 268 + +[[links]] +nodes = [ + 83, + 99, +] +latency_ms = 268 + +[[links]] +nodes = [ + 84, + 85, +] +latency_ms = 12 + +[[links]] +nodes = [ + 43, + 85, +] +latency_ms = 12 + +[[links]] +nodes = [ + 59, + 85, +] +latency_ms = 12 + +[[links]] +nodes = [ + 52, + 85, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 85, +] +latency_ms = 268 + +[[links]] +nodes = [ + 29, + 85, +] +latency_ms = 69 + +[[links]] +nodes = [ + 73, + 85, +] +latency_ms = 69 + +[[links]] +nodes = [ + 85, + 99, +] +latency_ms = 268 + +[[links]] +nodes = [ + 86, + 87, +] +latency_ms = 12 + +[[links]] +nodes = [ + 68, + 87, +] +latency_ms = 12 + +[[links]] +nodes = [ + 73, + 87, +] +latency_ms = 12 + +[[links]] +nodes = [ + 65, + 87, +] +latency_ms = 12 + +[[links]] +nodes = [ + 13, + 87, +] +latency_ms = 268 + +[[links]] +nodes = [ + 35, + 87, +] +latency_ms = 268 + +[[links]] +nodes = [ + 45, + 87, +] +latency_ms = 69 + +[[links]] +nodes = [ + 87, + 93, +] +latency_ms = 69 + +[[links]] +nodes = [ + 88, + 89, +] +latency_ms = 12 + +[[links]] +nodes = [ + 89, + 92, +] +latency_ms = 12 + +[[links]] +nodes = [ + 89, + 99, +] +latency_ms = 12 + +[[links]] +nodes = [ + 89, + 95, +] +latency_ms = 12 + +[[links]] +nodes = [ + 4, + 89, +] +latency_ms = 69 + +[[links]] +nodes = [ + 36, + 89, +] +latency_ms = 268 + +[[links]] +nodes = [ + 41, + 89, +] +latency_ms = 268 + +[[links]] +nodes = [ + 69, + 89, +] +latency_ms = 69 + +[[links]] +nodes = [ + 90, + 91, +] +latency_ms = 12 + +[[links]] +nodes = [ + 20, + 91, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 91, +] +latency_ms = 12 + +[[links]] +nodes = [ + 2, + 91, +] +latency_ms = 12 + +[[links]] +nodes = [ + 36, + 91, +] +latency_ms = 69 + +[[links]] +nodes = [ + 43, + 91, +] +latency_ms = 268 + +[[links]] +nodes = [ + 65, + 91, +] +latency_ms = 268 + +[[links]] +nodes = [ + 86, + 91, +] +latency_ms = 69 + +[[links]] +nodes = [ + 92, + 93, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 93, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 93, +] +latency_ms = 12 + +[[links]] +nodes = [ + 33, + 93, +] +latency_ms = 12 + +[[links]] +nodes = [ + 8, + 93, +] +latency_ms = 69 + +[[links]] +nodes = [ + 44, + 93, +] +latency_ms = 69 + +[[links]] +nodes = [ + 69, + 93, +] +latency_ms = 268 + +[[links]] +nodes = [ + 93, + 98, +] +latency_ms = 268 + +[[links]] +nodes = [ + 94, + 95, +] +latency_ms = 12 + +[[links]] +nodes = [ + 42, + 95, +] +latency_ms = 12 + +[[links]] +nodes = [ + 51, + 95, +] +latency_ms = 12 + +[[links]] +nodes = [ + 60, + 95, +] +latency_ms = 12 + +[[links]] +nodes = [ + 8, + 95, +] +latency_ms = 268 + +[[links]] +nodes = [ + 36, + 95, +] +latency_ms = 69 + +[[links]] +nodes = [ + 71, + 95, +] +latency_ms = 69 + +[[links]] +nodes = [ + 95, + 98, +] +latency_ms = 268 + +[[links]] +nodes = [ + 96, + 97, +] +latency_ms = 12 + +[[links]] +nodes = [ + 63, + 97, +] +latency_ms = 12 + +[[links]] +nodes = [ + 80, + 97, +] +latency_ms = 12 + +[[links]] +nodes = [ + 61, + 97, +] +latency_ms = 12 + +[[links]] +nodes = [ + 18, + 97, +] +latency_ms = 268 + +[[links]] +nodes = [ + 27, + 97, +] +latency_ms = 268 + +[[links]] +nodes = [ + 43, + 97, +] +latency_ms = 69 + +[[links]] +nodes = [ + 91, + 97, +] +latency_ms = 69 + +[[links]] +nodes = [ + 98, + 99, +] +latency_ms = 12 + +[[links]] +nodes = [ + 88, + 99, +] +latency_ms = 12 + +[[links]] +nodes = [ + 93, + 99, +] +latency_ms = 12 + +[[links]] +nodes = [ + 95, + 99, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 99, +] +latency_ms = 69 + +[[links]] +nodes = [ + 39, + 99, +] +latency_ms = 268 + +[[links]] +nodes = [ + 45, + 99, +] +latency_ms = 268 + +[[links]] +nodes = [ + 68, + 99, +] +latency_ms = 69 + +[[links]] +nodes = [ + 100, + 101, +] +latency_ms = 12 + +[[links]] +nodes = [ + 14, + 101, +] +latency_ms = 12 + +[[links]] +nodes = [ + 7, + 101, +] +latency_ms = 12 + +[[links]] +nodes = [ + 8, + 101, +] +latency_ms = 12 + +[[links]] +nodes = [ + 38, + 101, +] +latency_ms = 69 + +[[links]] +nodes = [ + 56, + 101, +] +latency_ms = 268 + +[[links]] +nodes = [ + 65, + 101, +] +latency_ms = 268 + +[[links]] +nodes = [ + 84, + 101, +] +latency_ms = 69 + +[[links]] +nodes = [ + 102, + 103, +] +latency_ms = 12 + +[[links]] +nodes = [ + 30, + 103, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 103, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 103, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 103, +] +latency_ms = 69 + +[[links]] +nodes = [ + 59, + 103, +] +latency_ms = 69 + +[[links]] +nodes = [ + 70, + 103, +] +latency_ms = 268 + +[[links]] +nodes = [ + 90, + 103, +] +latency_ms = 268 + +[[links]] +nodes = [ + 104, + 105, +] +latency_ms = 12 + +[[links]] +nodes = [ + 60, + 105, +] +latency_ms = 12 + +[[links]] +nodes = [ + 55, + 105, +] +latency_ms = 12 + +[[links]] +nodes = [ + 48, + 105, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 105, +] +latency_ms = 268 + +[[links]] +nodes = [ + 28, + 105, +] +latency_ms = 69 + +[[links]] +nodes = [ + 67, + 105, +] +latency_ms = 69 + +[[links]] +nodes = [ + 87, + 105, +] +latency_ms = 268 + +[[links]] +nodes = [ + 106, + 107, +] +latency_ms = 12 + +[[links]] +nodes = [ + 76, + 107, +] +latency_ms = 12 + +[[links]] +nodes = [ + 69, + 107, +] +latency_ms = 12 + +[[links]] +nodes = [ + 62, + 107, +] +latency_ms = 12 + +[[links]] +nodes = [ + 20, + 107, +] +latency_ms = 268 + +[[links]] +nodes = [ + 35, + 107, +] +latency_ms = 268 + +[[links]] +nodes = [ + 46, + 107, +] +latency_ms = 69 + +[[links]] +nodes = [ + 89, + 107, +] +latency_ms = 69 + +[[links]] +nodes = [ + 108, + 109, +] +latency_ms = 12 + +[[links]] +nodes = [ + 89, + 109, +] +latency_ms = 12 + +[[links]] +nodes = [ + 82, + 109, +] +latency_ms = 12 + +[[links]] +nodes = [ + 90, + 109, +] +latency_ms = 12 + +[[links]] +nodes = [ + 16, + 109, +] +latency_ms = 69 + +[[links]] +nodes = [ + 34, + 109, +] +latency_ms = 268 + +[[links]] +nodes = [ + 54, + 109, +] +latency_ms = 268 + +[[links]] +nodes = [ + 63, + 109, +] +latency_ms = 69 + +[[links]] +nodes = [ + 110, + 111, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 111, +] +latency_ms = 12 + +[[links]] +nodes = [ + 3, + 111, +] +latency_ms = 12 + +[[links]] +nodes = [ + 4, + 111, +] +latency_ms = 12 + +[[links]] +nodes = [ + 29, + 111, +] +latency_ms = 69 + +[[links]] +nodes = [ + 57, + 111, +] +latency_ms = 268 + +[[links]] +nodes = [ + 70, + 111, +] +latency_ms = 268 + +[[links]] +nodes = [ + 85, + 111, +] +latency_ms = 69 + +[[links]] +nodes = [ + 112, + 113, +] +latency_ms = 12 + +[[links]] +nodes = [ + 40, + 113, +] +latency_ms = 12 + +[[links]] +nodes = [ + 38, + 113, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 113, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 113, +] +latency_ms = 69 + +[[links]] +nodes = [ + 58, + 113, +] +latency_ms = 69 + +[[links]] +nodes = [ + 76, + 113, +] +latency_ms = 268 + +[[links]] +nodes = [ + 100, + 113, +] +latency_ms = 268 + +[[links]] +nodes = [ + 114, + 115, +] +latency_ms = 12 + +[[links]] +nodes = [ + 55, + 115, +] +latency_ms = 12 + +[[links]] +nodes = [ + 54, + 115, +] +latency_ms = 12 + +[[links]] +nodes = [ + 49, + 115, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 115, +] +latency_ms = 268 + +[[links]] +nodes = [ + 32, + 115, +] +latency_ms = 69 + +[[links]] +nodes = [ + 80, + 115, +] +latency_ms = 69 + +[[links]] +nodes = [ + 83, + 115, +] +latency_ms = 268 + +[[links]] +nodes = [ + 116, + 117, +] +latency_ms = 12 + +[[links]] +nodes = [ + 63, + 117, +] +latency_ms = 12 + +[[links]] +nodes = [ + 68, + 117, +] +latency_ms = 12 + +[[links]] +nodes = [ + 76, + 117, +] +latency_ms = 12 + +[[links]] +nodes = [ + 9, + 117, +] +latency_ms = 268 + +[[links]] +nodes = [ + 40, + 117, +] +latency_ms = 268 + +[[links]] +nodes = [ + 60, + 117, +] +latency_ms = 69 + +[[links]] +nodes = [ + 94, + 117, +] +latency_ms = 69 + +[[links]] +nodes = [ + 118, + 119, +] +latency_ms = 12 + +[[links]] +nodes = [ + 84, + 119, +] +latency_ms = 12 + +[[links]] +nodes = [ + 97, + 119, +] +latency_ms = 12 + +[[links]] +nodes = [ + 82, + 119, +] +latency_ms = 12 + +[[links]] +nodes = [ + 16, + 119, +] +latency_ms = 69 + +[[links]] +nodes = [ + 40, + 119, +] +latency_ms = 268 + +[[links]] +nodes = [ + 44, + 119, +] +latency_ms = 268 + +[[links]] +nodes = [ + 63, + 119, +] +latency_ms = 69 + +[[links]] +nodes = [ + 120, + 121, +] +latency_ms = 12 + +[[links]] +nodes = [ + 3, + 121, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 121, +] +latency_ms = 12 + +[[links]] +nodes = [ + 14, + 121, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 121, +] +latency_ms = 69 + +[[links]] +nodes = [ + 41, + 121, +] +latency_ms = 268 + +[[links]] +nodes = [ + 66, + 121, +] +latency_ms = 268 + +[[links]] +nodes = [ + 84, + 121, +] +latency_ms = 69 + +[[links]] +nodes = [ + 122, + 123, +] +latency_ms = 12 + +[[links]] +nodes = [ + 26, + 123, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 123, +] +latency_ms = 12 + +[[links]] +nodes = [ + 22, + 123, +] +latency_ms = 12 + +[[links]] +nodes = [ + 2, + 123, +] +latency_ms = 69 + +[[links]] +nodes = [ + 49, + 123, +] +latency_ms = 69 + +[[links]] +nodes = [ + 65, + 123, +] +latency_ms = 268 + +[[links]] +nodes = [ + 91, + 123, +] +latency_ms = 268 + +[[links]] +nodes = [ + 124, + 125, +] +latency_ms = 12 + +[[links]] +nodes = [ + 51, + 125, +] +latency_ms = 12 + +[[links]] +nodes = [ + 50, + 125, +] +latency_ms = 12 + +[[links]] +nodes = [ + 49, + 125, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 125, +] +latency_ms = 268 + +[[links]] +nodes = [ + 23, + 125, +] +latency_ms = 69 + +[[links]] +nodes = [ + 76, + 125, +] +latency_ms = 69 + +[[links]] +nodes = [ + 82, + 125, +] +latency_ms = 268 + +[[links]] +nodes = [ + 126, + 127, +] +latency_ms = 12 + +[[links]] +nodes = [ + 75, + 127, +] +latency_ms = 12 + +[[links]] +nodes = [ + 72, + 127, +] +latency_ms = 12 + +[[links]] +nodes = [ + 70, + 127, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 127, +] +latency_ms = 268 + +[[links]] +nodes = [ + 21, + 127, +] +latency_ms = 268 + +[[links]] +nodes = [ + 44, + 127, +] +latency_ms = 69 + +[[links]] +nodes = [ + 94, + 127, +] +latency_ms = 69 + +[[links]] +nodes = [ + 128, + 129, +] +latency_ms = 12 + +[[links]] +nodes = [ + 85, + 129, +] +latency_ms = 12 + +[[links]] +nodes = [ + 96, + 129, +] +latency_ms = 12 + +[[links]] +nodes = [ + 84, + 129, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 129, +] +latency_ms = 69 + +[[links]] +nodes = [ + 37, + 129, +] +latency_ms = 268 + +[[links]] +nodes = [ + 56, + 129, +] +latency_ms = 268 + +[[links]] +nodes = [ + 74, + 129, +] +latency_ms = 69 + +[[links]] +nodes = [ + 130, + 131, +] +latency_ms = 12 + +[[links]] +nodes = [ + 12, + 131, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 131, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 131, +] +latency_ms = 12 + +[[links]] +nodes = [ + 38, + 131, +] +latency_ms = 69 + +[[links]] +nodes = [ + 58, + 131, +] +latency_ms = 268 + +[[links]] +nodes = [ + 74, + 131, +] +latency_ms = 268 + +[[links]] +nodes = [ + 82, + 131, +] +latency_ms = 69 + +[[links]] +nodes = [ + 132, + 133, +] +latency_ms = 12 + +[[links]] +nodes = [ + 34, + 133, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 133, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 133, +] +latency_ms = 12 + +[[links]] +nodes = [ + 3, + 133, +] +latency_ms = 69 + +[[links]] +nodes = [ + 59, + 133, +] +latency_ms = 69 + +[[links]] +nodes = [ + 65, + 133, +] +latency_ms = 268 + +[[links]] +nodes = [ + 86, + 133, +] +latency_ms = 268 + +[[links]] +nodes = [ + 134, + 135, +] +latency_ms = 12 + +[[links]] +nodes = [ + 41, + 135, +] +latency_ms = 12 + +[[links]] +nodes = [ + 45, + 135, +] +latency_ms = 12 + +[[links]] +nodes = [ + 54, + 135, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 135, +] +latency_ms = 268 + +[[links]] +nodes = [ + 36, + 135, +] +latency_ms = 69 + +[[links]] +nodes = [ + 61, + 135, +] +latency_ms = 69 + +[[links]] +nodes = [ + 90, + 135, +] +latency_ms = 268 + +[[links]] +nodes = [ + 136, + 137, +] +latency_ms = 12 + +[[links]] +nodes = [ + 65, + 137, +] +latency_ms = 12 + +[[links]] +nodes = [ + 69, + 137, +] +latency_ms = 12 + +[[links]] +nodes = [ + 71, + 137, +] +latency_ms = 12 + +[[links]] +nodes = [ + 13, + 137, +] +latency_ms = 268 + +[[links]] +nodes = [ + 32, + 137, +] +latency_ms = 268 + +[[links]] +nodes = [ + 41, + 137, +] +latency_ms = 69 + +[[links]] +nodes = [ + 98, + 137, +] +latency_ms = 69 + +[[links]] +nodes = [ + 138, + 139, +] +latency_ms = 12 + +[[links]] +nodes = [ + 83, + 139, +] +latency_ms = 12 + +[[links]] +nodes = [ + 98, + 139, +] +latency_ms = 12 + +[[links]] +nodes = [ + 92, + 139, +] +latency_ms = 12 + +[[links]] +nodes = [ + 4, + 139, +] +latency_ms = 69 + +[[links]] +nodes = [ + 21, + 139, +] +latency_ms = 268 + +[[links]] +nodes = [ + 46, + 139, +] +latency_ms = 268 + +[[links]] +nodes = [ + 72, + 139, +] +latency_ms = 69 + +[[links]] +nodes = [ + 140, + 141, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 141, +] +latency_ms = 12 + +[[links]] +nodes = [ + 9, + 141, +] +latency_ms = 12 + +[[links]] +nodes = [ + 3, + 141, +] +latency_ms = 12 + +[[links]] +nodes = [ + 26, + 141, +] +latency_ms = 69 + +[[links]] +nodes = [ + 55, + 141, +] +latency_ms = 268 + +[[links]] +nodes = [ + 76, + 141, +] +latency_ms = 268 + +[[links]] +nodes = [ + 87, + 141, +] +latency_ms = 69 + +[[links]] +nodes = [ + 142, + 143, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 143, +] +latency_ms = 12 + +[[links]] +nodes = [ + 32, + 143, +] +latency_ms = 12 + +[[links]] +nodes = [ + 25, + 143, +] +latency_ms = 12 + +[[links]] +nodes = [ + 6, + 143, +] +latency_ms = 69 + +[[links]] +nodes = [ + 45, + 143, +] +latency_ms = 69 + +[[links]] +nodes = [ + 76, + 143, +] +latency_ms = 268 + +[[links]] +nodes = [ + 89, + 143, +] +latency_ms = 268 + +[[links]] +nodes = [ + 144, + 145, +] +latency_ms = 12 + +[[links]] +nodes = [ + 45, + 145, +] +latency_ms = 12 + +[[links]] +nodes = [ + 47, + 145, +] +latency_ms = 12 + +[[links]] +nodes = [ + 60, + 145, +] +latency_ms = 12 + +[[links]] +nodes = [ + 2, + 145, +] +latency_ms = 268 + +[[links]] +nodes = [ + 31, + 145, +] +latency_ms = 69 + +[[links]] +nodes = [ + 77, + 145, +] +latency_ms = 69 + +[[links]] +nodes = [ + 85, + 145, +] +latency_ms = 268 + +[[links]] +nodes = [ + 146, + 147, +] +latency_ms = 12 + +[[links]] +nodes = [ + 66, + 147, +] +latency_ms = 12 + +[[links]] +nodes = [ + 75, + 147, +] +latency_ms = 12 + +[[links]] +nodes = [ + 76, + 147, +] +latency_ms = 12 + +[[links]] +nodes = [ + 7, + 147, +] +latency_ms = 268 + +[[links]] +nodes = [ + 35, + 147, +] +latency_ms = 268 + +[[links]] +nodes = [ + 44, + 147, +] +latency_ms = 69 + +[[links]] +nodes = [ + 89, + 147, +] +latency_ms = 69 + +[[links]] +nodes = [ + 148, + 149, +] +latency_ms = 12 + +[[links]] +nodes = [ + 84, + 149, +] +latency_ms = 12 + +[[links]] +nodes = [ + 82, + 149, +] +latency_ms = 12 + +[[links]] +nodes = [ + 92, + 149, +] +latency_ms = 12 + +[[links]] +nodes = [ + 6, + 149, +] +latency_ms = 69 + +[[links]] +nodes = [ + 30, + 149, +] +latency_ms = 268 + +[[links]] +nodes = [ + 42, + 149, +] +latency_ms = 268 + +[[links]] +nodes = [ + 76, + 149, +] +latency_ms = 69 + +[[links]] +nodes = [ + 150, + 151, +] +latency_ms = 12 + +[[links]] +nodes = [ + 7, + 151, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 151, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 151, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 151, +] +latency_ms = 69 + +[[links]] +nodes = [ + 43, + 151, +] +latency_ms = 268 + +[[links]] +nodes = [ + 67, + 151, +] +latency_ms = 268 + +[[links]] +nodes = [ + 85, + 151, +] +latency_ms = 69 + +[[links]] +nodes = [ + 152, + 153, +] +latency_ms = 12 + +[[links]] +nodes = [ + 39, + 153, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 153, +] +latency_ms = 12 + +[[links]] +nodes = [ + 22, + 153, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 153, +] +latency_ms = 69 + +[[links]] +nodes = [ + 47, + 153, +] +latency_ms = 69 + +[[links]] +nodes = [ + 67, + 153, +] +latency_ms = 268 + +[[links]] +nodes = [ + 81, + 153, +] +latency_ms = 268 + +[[links]] +nodes = [ + 154, + 155, +] +latency_ms = 12 + +[[links]] +nodes = [ + 45, + 155, +] +latency_ms = 12 + +[[links]] +nodes = [ + 46, + 155, +] +latency_ms = 12 + +[[links]] +nodes = [ + 52, + 155, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 155, +] +latency_ms = 268 + +[[links]] +nodes = [ + 26, + 155, +] +latency_ms = 69 + +[[links]] +nodes = [ + 70, + 155, +] +latency_ms = 69 + +[[links]] +nodes = [ + 89, + 155, +] +latency_ms = 268 + +[[links]] +nodes = [ + 156, + 157, +] +latency_ms = 12 + +[[links]] +nodes = [ + 72, + 157, +] +latency_ms = 12 + +[[links]] +nodes = [ + 66, + 157, +] +latency_ms = 12 + +[[links]] +nodes = [ + 78, + 157, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 157, +] +latency_ms = 268 + +[[links]] +nodes = [ + 36, + 157, +] +latency_ms = 268 + +[[links]] +nodes = [ + 57, + 157, +] +latency_ms = 69 + +[[links]] +nodes = [ + 100, + 157, +] +latency_ms = 69 + +[[links]] +nodes = [ + 158, + 159, +] +latency_ms = 12 + +[[links]] +nodes = [ + 81, + 159, +] +latency_ms = 12 + +[[links]] +nodes = [ + 92, + 159, +] +latency_ms = 12 + +[[links]] +nodes = [ + 98, + 159, +] +latency_ms = 12 + +[[links]] +nodes = [ + 12, + 159, +] +latency_ms = 69 + +[[links]] +nodes = [ + 35, + 159, +] +latency_ms = 268 + +[[links]] +nodes = [ + 47, + 159, +] +latency_ms = 268 + +[[links]] +nodes = [ + 66, + 159, +] +latency_ms = 69 + +[[links]] +nodes = [ + 160, + 161, +] +latency_ms = 12 + +[[links]] +nodes = [ + 2, + 161, +] +latency_ms = 12 + +[[links]] +nodes = [ + 6, + 161, +] +latency_ms = 12 + +[[links]] +nodes = [ + 13, + 161, +] +latency_ms = 12 + +[[links]] +nodes = [ + 21, + 161, +] +latency_ms = 69 + +[[links]] +nodes = [ + 45, + 161, +] +latency_ms = 268 + +[[links]] +nodes = [ + 65, + 161, +] +latency_ms = 268 + +[[links]] +nodes = [ + 90, + 161, +] +latency_ms = 69 + +[[links]] +nodes = [ + 162, + 163, +] +latency_ms = 12 + +[[links]] +nodes = [ + 36, + 163, +] +latency_ms = 12 + +[[links]] +nodes = [ + 29, + 163, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 163, +] +latency_ms = 12 + +[[links]] +nodes = [ + 8, + 163, +] +latency_ms = 69 + +[[links]] +nodes = [ + 42, + 163, +] +latency_ms = 69 + +[[links]] +nodes = [ + 73, + 163, +] +latency_ms = 268 + +[[links]] +nodes = [ + 97, + 163, +] +latency_ms = 268 + +[[links]] +nodes = [ + 164, + 165, +] +latency_ms = 12 + +[[links]] +nodes = [ + 60, + 165, +] +latency_ms = 12 + +[[links]] +nodes = [ + 56, + 165, +] +latency_ms = 12 + +[[links]] +nodes = [ + 44, + 165, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 165, +] +latency_ms = 268 + +[[links]] +nodes = [ + 23, + 165, +] +latency_ms = 69 + +[[links]] +nodes = [ + 72, + 165, +] +latency_ms = 69 + +[[links]] +nodes = [ + 100, + 165, +] +latency_ms = 268 + +[[links]] +nodes = [ + 166, + 167, +] +latency_ms = 12 + +[[links]] +nodes = [ + 71, + 167, +] +latency_ms = 12 + +[[links]] +nodes = [ + 68, + 167, +] +latency_ms = 12 + +[[links]] +nodes = [ + 65, + 167, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 167, +] +latency_ms = 268 + +[[links]] +nodes = [ + 21, + 167, +] +latency_ms = 268 + +[[links]] +nodes = [ + 57, + 167, +] +latency_ms = 69 + +[[links]] +nodes = [ + 88, + 167, +] +latency_ms = 69 + +[[links]] +nodes = [ + 168, + 169, +] +latency_ms = 12 + +[[links]] +nodes = [ + 97, + 169, +] +latency_ms = 12 + +[[links]] +nodes = [ + 91, + 169, +] +latency_ms = 12 + +[[links]] +nodes = [ + 98, + 169, +] +latency_ms = 12 + +[[links]] +nodes = [ + 6, + 169, +] +latency_ms = 69 + +[[links]] +nodes = [ + 30, + 169, +] +latency_ms = 268 + +[[links]] +nodes = [ + 45, + 169, +] +latency_ms = 268 + +[[links]] +nodes = [ + 79, + 169, +] +latency_ms = 69 + +[[links]] +nodes = [ + 170, + 171, +] +latency_ms = 12 + +[[links]] +nodes = [ + 16, + 171, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 171, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 171, +] +latency_ms = 12 + +[[links]] +nodes = [ + 38, + 171, +] +latency_ms = 69 + +[[links]] +nodes = [ + 42, + 171, +] +latency_ms = 268 + +[[links]] +nodes = [ + 79, + 171, +] +latency_ms = 268 + +[[links]] +nodes = [ + 91, + 171, +] +latency_ms = 69 + +[[links]] +nodes = [ + 172, + 173, +] +latency_ms = 12 + +[[links]] +nodes = [ + 28, + 173, +] +latency_ms = 12 + +[[links]] +nodes = [ + 30, + 173, +] +latency_ms = 12 + +[[links]] +nodes = [ + 36, + 173, +] +latency_ms = 12 + +[[links]] +nodes = [ + 7, + 173, +] +latency_ms = 69 + +[[links]] +nodes = [ + 44, + 173, +] +latency_ms = 69 + +[[links]] +nodes = [ + 64, + 173, +] +latency_ms = 268 + +[[links]] +nodes = [ + 96, + 173, +] +latency_ms = 268 + +[[links]] +nodes = [ + 174, + 175, +] +latency_ms = 12 + +[[links]] +nodes = [ + 41, + 175, +] +latency_ms = 12 + +[[links]] +nodes = [ + 52, + 175, +] +latency_ms = 12 + +[[links]] +nodes = [ + 42, + 175, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 175, +] +latency_ms = 268 + +[[links]] +nodes = [ + 25, + 175, +] +latency_ms = 69 + +[[links]] +nodes = [ + 76, + 175, +] +latency_ms = 69 + +[[links]] +nodes = [ + 82, + 175, +] +latency_ms = 268 + +[[links]] +nodes = [ + 176, + 177, +] +latency_ms = 12 + +[[links]] +nodes = [ + 75, + 177, +] +latency_ms = 12 + +[[links]] +nodes = [ + 61, + 177, +] +latency_ms = 12 + +[[links]] +nodes = [ + 62, + 177, +] +latency_ms = 12 + +[[links]] +nodes = [ + 16, + 177, +] +latency_ms = 268 + +[[links]] +nodes = [ + 23, + 177, +] +latency_ms = 268 + +[[links]] +nodes = [ + 43, + 177, +] +latency_ms = 69 + +[[links]] +nodes = [ + 85, + 177, +] +latency_ms = 69 + +[[links]] +nodes = [ + 178, + 179, +] +latency_ms = 12 + +[[links]] +nodes = [ + 86, + 179, +] +latency_ms = 12 + +[[links]] +nodes = [ + 85, + 179, +] +latency_ms = 12 + +[[links]] +nodes = [ + 91, + 179, +] +latency_ms = 12 + +[[links]] +nodes = [ + 19, + 179, +] +latency_ms = 69 + +[[links]] +nodes = [ + 25, + 179, +] +latency_ms = 268 + +[[links]] +nodes = [ + 45, + 179, +] +latency_ms = 268 + +[[links]] +nodes = [ + 76, + 179, +] +latency_ms = 69 + +[[links]] +nodes = [ + 180, + 181, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 181, +] +latency_ms = 12 + +[[links]] +nodes = [ + 9, + 181, +] +latency_ms = 12 + +[[links]] +nodes = [ + 15, + 181, +] +latency_ms = 12 + +[[links]] +nodes = [ + 38, + 181, +] +latency_ms = 69 + +[[links]] +nodes = [ + 58, + 181, +] +latency_ms = 268 + +[[links]] +nodes = [ + 70, + 181, +] +latency_ms = 268 + +[[links]] +nodes = [ + 97, + 181, +] +latency_ms = 69 + +[[links]] +nodes = [ + 182, + 183, +] +latency_ms = 12 + +[[links]] +nodes = [ + 23, + 183, +] +latency_ms = 12 + +[[links]] +nodes = [ + 36, + 183, +] +latency_ms = 12 + +[[links]] +nodes = [ + 35, + 183, +] +latency_ms = 12 + +[[links]] +nodes = [ + 12, + 183, +] +latency_ms = 69 + +[[links]] +nodes = [ + 51, + 183, +] +latency_ms = 69 + +[[links]] +nodes = [ + 77, + 183, +] +latency_ms = 268 + +[[links]] +nodes = [ + 90, + 183, +] +latency_ms = 268 + +[[links]] +nodes = [ + 184, + 185, +] +latency_ms = 12 + +[[links]] +nodes = [ + 47, + 185, +] +latency_ms = 12 + +[[links]] +nodes = [ + 45, + 185, +] +latency_ms = 12 + +[[links]] +nodes = [ + 50, + 185, +] +latency_ms = 12 + +[[links]] +nodes = [ + 5, + 185, +] +latency_ms = 268 + +[[links]] +nodes = [ + 38, + 185, +] +latency_ms = 69 + +[[links]] +nodes = [ + 69, + 185, +] +latency_ms = 69 + +[[links]] +nodes = [ + 93, + 185, +] +latency_ms = 268 + +[[links]] +nodes = [ + 186, + 187, +] +latency_ms = 12 + +[[links]] +nodes = [ + 68, + 187, +] +latency_ms = 12 + +[[links]] +nodes = [ + 80, + 187, +] +latency_ms = 12 + +[[links]] +nodes = [ + 70, + 187, +] +latency_ms = 12 + +[[links]] +nodes = [ + 4, + 187, +] +latency_ms = 268 + +[[links]] +nodes = [ + 35, + 187, +] +latency_ms = 268 + +[[links]] +nodes = [ + 45, + 187, +] +latency_ms = 69 + +[[links]] +nodes = [ + 86, + 187, +] +latency_ms = 69 + +[[links]] +nodes = [ + 188, + 189, +] +latency_ms = 12 + +[[links]] +nodes = [ + 91, + 189, +] +latency_ms = 12 + +[[links]] +nodes = [ + 90, + 189, +] +latency_ms = 12 + +[[links]] +nodes = [ + 83, + 189, +] +latency_ms = 12 + +[[links]] +nodes = [ + 4, + 189, +] +latency_ms = 69 + +[[links]] +nodes = [ + 27, + 189, +] +latency_ms = 268 + +[[links]] +nodes = [ + 60, + 189, +] +latency_ms = 268 + +[[links]] +nodes = [ + 74, + 189, +] +latency_ms = 69 + +[[links]] +nodes = [ + 190, + 191, +] +latency_ms = 12 + +[[links]] +nodes = [ + 1, + 191, +] +latency_ms = 12 + +[[links]] +nodes = [ + 18, + 191, +] +latency_ms = 12 + +[[links]] +nodes = [ + 11, + 191, +] +latency_ms = 12 + +[[links]] +nodes = [ + 40, + 191, +] +latency_ms = 69 + +[[links]] +nodes = [ + 55, + 191, +] +latency_ms = 268 + +[[links]] +nodes = [ + 75, + 191, +] +latency_ms = 268 + +[[links]] +nodes = [ + 84, + 191, +] +latency_ms = 69 + +[[links]] +nodes = [ + 192, + 193, +] +latency_ms = 12 + +[[links]] +nodes = [ + 22, + 193, +] +latency_ms = 12 + +[[links]] +nodes = [ + 40, + 193, +] +latency_ms = 12 + +[[links]] +nodes = [ + 27, + 193, +] +latency_ms = 12 + +[[links]] +nodes = [ + 7, + 193, +] +latency_ms = 69 + +[[links]] +nodes = [ + 50, + 193, +] +latency_ms = 69 + +[[links]] +nodes = [ + 67, + 193, +] +latency_ms = 268 + +[[links]] +nodes = [ + 82, + 193, +] +latency_ms = 268 + +[[links]] +nodes = [ + 194, + 195, +] +latency_ms = 12 + +[[links]] +nodes = [ + 44, + 195, +] +latency_ms = 12 + +[[links]] +nodes = [ + 53, + 195, +] +latency_ms = 12 + +[[links]] +nodes = [ + 60, + 195, +] +latency_ms = 12 + +[[links]] +nodes = [ + 17, + 195, +] +latency_ms = 268 + +[[links]] +nodes = [ + 24, + 195, +] +latency_ms = 69 + +[[links]] +nodes = [ + 78, + 195, +] +latency_ms = 69 + +[[links]] +nodes = [ + 86, + 195, +] +latency_ms = 268 + +[[links]] +nodes = [ + 196, + 197, +] +latency_ms = 12 + +[[links]] +nodes = [ + 78, + 197, +] +latency_ms = 12 + +[[links]] +nodes = [ + 72, + 197, +] +latency_ms = 12 + +[[links]] +nodes = [ + 62, + 197, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 197, +] +latency_ms = 268 + +[[links]] +nodes = [ + 33, + 197, +] +latency_ms = 268 + +[[links]] +nodes = [ + 45, + 197, +] +latency_ms = 69 + +[[links]] +nodes = [ + 94, + 197, +] +latency_ms = 69 + +[[links]] +nodes = [ + 198, + 199, +] +latency_ms = 12 + +[[links]] +nodes = [ + 91, + 199, +] +latency_ms = 12 + +[[links]] +nodes = [ + 94, + 199, +] +latency_ms = 12 + +[[links]] +nodes = [ + 93, + 199, +] +latency_ms = 12 + +[[links]] +nodes = [ + 10, + 199, +] +latency_ms = 69 + +[[links]] +nodes = [ + 36, + 199, +] +latency_ms = 268 + +[[links]] +nodes = [ + 52, + 199, +] +latency_ms = 268 + +[[links]] +nodes = [ + 67, + 199, +] +latency_ms = 69 + +[transaction_frequency_ms] +distribution = "exp" +lambda = 0.85 +scale = 1000.0 + +[transaction_size_bytes] +distribution = "log_normal" +mu = 6.833 +sigma = 1.127 From 3d8a2565713ea2cec4384611d25afd9ad1d5535e Mon Sep 17 00:00:00 2001 From: Brian W Bush Date: Fri, 8 Nov 2024 10:14:11 -0700 Subject: [PATCH 26/27] System-dynamics simulation of throughput techno-economics (#70) --- Logbook.md | 42 + analysis/Cardano-Throughput.InsightMaker | 960 +++++++++++++++++++++++ 2 files changed, 1002 insertions(+) create mode 100644 analysis/Cardano-Throughput.InsightMaker diff --git a/Logbook.md b/Logbook.md index e242c64f..b357c399 100644 --- a/Logbook.md +++ b/Logbook.md @@ -2,6 +2,48 @@ ## 2024-11-08 +### System-dynamics simulation of throughput techno-economics + +A first draft system-dynamics simulation models the techno-economics of changes in throughtput on Cardano: + +- Features + - Movement of funds from the Reserve to the Treasury and to the rewards. + - Collection of fees from transactions into the rewards pot. + - Dispersement of the rewards pot to pools and users. + - Ledger size + - Pool costs and profitability +- Input parameters + - Growth of transaction volume + - Hardware costs for pools + - Withdrawal of funds from the treasury + - Ada price +- Graphics + - Funds in Reseve, Treasury, and under user control + - Pool costs, rewards, profit, and return + - Ledger size + - Diagnostic consistency checks for the simulation +- Calibrated against Epoch 500-519 + +This techno-economic simulation highlights is the tension between the following variables: + +- A linear growth in throughput would cause a quadratic growth in ledger size. +- Storage cost per gigabyte typically decays exponentially over time, but with a small rate (maybe 10%/year). +- Thus storage cost is the product of a quadratic increase and a mild exponential decrease, so (given the current cost trends) higher throughput will hurt stakepool economics. +- At current levels of throughput and fees, the rewards accruing to stakepools will drop to half of their current value by 2031, as the Cardano reserves become depleted. +- Ada price is a wildcard. + +Artifacts: + +- Online simulator: [Cardano Throughput Cost Model v0.1](https://www.insightmaker.com/insight/3IDsmADe7eetanZxUiIwkd/Cardano-Throughput-Cost-Model-v0-1) +- Model archive: [analysis/Cardano-Throughput.InsightMaker](analysis/Cardano-Throughput.InsightMaker), created with https://www.insightmaker.com/ + +Next steps: + +- More QA and testing +- Sensitivity analysis +- Input parameters specific to Leios +- Develop dynamic model of economics of individual stakepools + ### Haskell simulation - praos simulation now uses hash of the tip to refine order on chains, diff --git a/analysis/Cardano-Throughput.InsightMaker b/analysis/Cardano-Throughput.InsightMaker new file mode 100644 index 00000000..7675da30 --- /dev/null +++ b/analysis/Cardano-Throughput.InsightMaker @@ -0,0 +1,960 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + From 9f2843df5da916d8f0dfc5ecf70368d83ed2f8ad Mon Sep 17 00:00:00 2001 From: Roland Kuhn Date: Fri, 8 Nov 2024 19:09:45 +0100 Subject: [PATCH 27/27] =?UTF-8?q?[delta=5Fq]=20keep=20scroll=20position=20?= =?UTF-8?q?when=20selecting=20=CE=94Q=20expressions?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- delta_q/src/bin/editor-web.rs | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/delta_q/src/bin/editor-web.rs b/delta_q/src/bin/editor-web.rs index 3ac98525..646dc826 100644 --- a/delta_q/src/bin/editor-web.rs +++ b/delta_q/src/bin/editor-web.rs @@ -13,7 +13,7 @@ use gloo_utils::window; use js_sys::Reflect; use std::{str::FromStr, sync::Arc}; use wasm_bindgen::{prelude::Closure, JsCast, JsValue}; -use web_sys::{HtmlInputElement, HtmlTextAreaElement, MessageEvent, MessageEventInit}; +use web_sys::{HtmlElement, HtmlInputElement, HtmlTextAreaElement, MessageEvent, MessageEventInit}; use yew::{prelude::*, suspense::use_future_with}; use yew_agent::{oneshot::OneshotProvider, prelude::use_oneshot_runner}; use yew_hooks::use_local_storage; @@ -181,6 +181,14 @@ fn app_main() -> HtmlResult { // this only takes effect on the next render! } + let list = use_node_ref(); + let scroll = use_state(|| 0); + use_effect(cloned!(scroll, list; move || { + if let Some(list) = list.cast::() { + list.set_scroll_top(*scroll); + } + })); + let dq = selected.as_ref().and_then(|name| ctx.get(name)); // web_sys::console::log_1(&JsValue::from_str(&format!("{dq:?}"))); @@ -194,7 +202,7 @@ fn app_main() -> HtmlResult { Ok(html! {

        { "context:" }

        -
          +
            ().scroll_top()))}> { list_items }

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