global: snapshot

This commit is contained in:
nym21
2026-03-02 13:34:45 +01:00
parent 7cb1bfa667
commit 4d97cec869
57 changed files with 1724 additions and 2011 deletions
@@ -0,0 +1,46 @@
use brk_error::Result;
use brk_traversable::Traversable;
use brk_types::{StoredF32, Version};
use schemars::JsonSchema;
use vecdb::{Database, ReadableCloneableVec, Rw, StorageMode, UnaryTransform};
use crate::indexes;
use super::{ComputedFromHeight, LazyFromHeight};
use crate::internal::NumericValue;
/// Basis-point storage with lazy float view.
///
/// Stores integer basis points on disk (Pco-compressed),
/// exposes a lazy StoredF32 view (bps / 100).
#[derive(Traversable)]
pub struct BpsFromHeight<B, M: StorageMode = Rw>
where
B: NumericValue + JsonSchema,
{
pub bps: ComputedFromHeight<B, M>,
pub float: LazyFromHeight<StoredF32, B>,
}
impl<B> BpsFromHeight<B>
where
B: NumericValue + JsonSchema,
{
pub(crate) fn forced_import<F: UnaryTransform<B, StoredF32>>(
db: &Database,
name: &str,
version: Version,
indexes: &indexes::Vecs,
) -> Result<Self> {
let bps = ComputedFromHeight::forced_import(db, name, version, indexes)?;
let float = LazyFromHeight::from_computed::<F>(
&format!("{name}_float"),
version,
bps.height.read_only_boxed_clone(),
&bps,
);
Ok(Self { bps, float })
}
}
@@ -1,5 +1,6 @@
mod aggregated;
mod base;
mod bps;
mod by_unit;
mod constant;
mod cumulative;
@@ -16,6 +17,7 @@ mod value;
pub use aggregated::*;
pub use base::*;
pub use bps::*;
pub use by_unit::*;
pub use constant::*;
pub use cumulative::*;
@@ -7,7 +7,6 @@ use crate::{
ComputeIndexes, blocks, indexes,
internal::{ComputedFromHeightStdDevExtended, Price},
};
use brk_types::get_percentile;
use super::super::ComputedFromHeight;
@@ -34,7 +33,7 @@ pub struct ComputedFromHeightRatioExtension<M: StorageMode = Rw> {
pub ratio_1y_sd: ComputedFromHeightStdDevExtended<M>,
}
const VERSION: Version = Version::TWO;
const VERSION: Version = Version::new(3);
impl ComputedFromHeightRatioExtension {
pub(crate) fn forced_import(
@@ -119,7 +118,8 @@ impl ComputedFromHeightRatioExtension {
exit,
)?;
// Percentiles: insert into sorted array on day boundaries
// Percentiles via order-statistic Fenwick tree with coordinate compression.
// O(n log n) total vs O(n²) for the naive sorted-insert approach.
let ratio_version = ratio_source.version();
self.mut_ratio_vecs()
.try_for_each(|v| -> Result<()> {
@@ -135,68 +135,85 @@ impl ComputedFromHeightRatioExtension {
.min(starting_indexes.height);
let start = starting_height.to_usize();
let day_start = &blocks.count.height_24h_ago;
let ratio_len = ratio_source.len();
// Collect sorted history up to starting point (one per day boundary)
let mut sorted = {
let ratio_data = ratio_source.collect_range_at(0, start);
let day_start_hist = day_start.collect_range_at(0, start);
let mut sorted: Vec<StoredF32> = Vec::new();
let mut last_day_start = Height::from(0_usize);
for (h, ratio) in ratio_data.into_iter().enumerate() {
let cur_day_start = day_start_hist[h];
if h == 0 || cur_day_start != last_day_start {
sorted.push(ratio);
last_day_start = cur_day_start;
if ratio_len > start {
let all_ratios = ratio_source.collect_range_at(0, ratio_len);
// Coordinate compression: unique sorted values → integer ranks
let coords = {
let mut c = all_ratios.clone();
c.sort_unstable();
c.dedup();
c
};
let m = coords.len();
// Build Fenwick tree (BIT) from elements [0, start) in O(m)
let mut bit = vec![0u32; m + 1]; // 1-indexed
for &v in &all_ratios[..start] {
bit[coords.binary_search(&v).unwrap() + 1] += 1;
}
for i in 1..=m {
let j = i + (i & i.wrapping_neg());
if j <= m {
bit[j] += bit[i];
}
}
sorted.sort_unstable();
sorted
};
let pct1_vec = &mut self.ratio_pct1.height;
let pct2_vec = &mut self.ratio_pct2.height;
let pct5_vec = &mut self.ratio_pct5.height;
let pct95_vec = &mut self.ratio_pct95.height;
let pct98_vec = &mut self.ratio_pct98.height;
let pct99_vec = &mut self.ratio_pct99.height;
// Highest power of 2 <= m (for binary-lifting kth query)
let log2 = {
let mut b = 1usize;
while b <= m {
b <<= 1;
}
b >> 1
};
let ratio_len = ratio_source.len();
let ratio_data = ratio_source.collect_range_at(start, ratio_len);
let mut last_day_start = if start > 0 {
day_start
.collect_one_at(start - 1)
.unwrap_or(Height::from(0_usize))
} else {
Height::from(0_usize)
};
// Find rank of k-th smallest element (k is 1-indexed) in O(log m)
let kth = |bit: &[u32], mut k: u32| -> usize {
let mut pos = 0;
let mut b = log2;
while b > 0 {
let next = pos + b;
if next <= m && bit[next] < k {
k -= bit[next];
pos = next;
}
b >>= 1;
}
pos
};
let day_start_data = day_start.collect_range_at(start, ratio_len);
let mut pct_vecs: [&mut EagerVec<PcoVec<Height, StoredF32>>; 6] = [
&mut self.ratio_pct1.height,
&mut self.ratio_pct2.height,
&mut self.ratio_pct5.height,
&mut self.ratio_pct95.height,
&mut self.ratio_pct98.height,
&mut self.ratio_pct99.height,
];
const PCTS: [f64; 6] = [0.01, 0.02, 0.05, 0.95, 0.98, 0.99];
for (offset, ratio) in ratio_data.into_iter().enumerate() {
let index = start + offset;
let mut count = start;
for (offset, &ratio) in all_ratios[start..].iter().enumerate() {
count += 1;
let cur_day_start = day_start_data[offset];
if index == 0 || cur_day_start != last_day_start {
let pos = sorted.binary_search(&ratio).unwrap_or_else(|p| p);
sorted.insert(pos, ratio);
last_day_start = cur_day_start;
}
// Insert into Fenwick tree: O(log m)
let mut i = coords.binary_search(&ratio).unwrap() + 1;
while i <= m {
bit[i] += 1;
i += i & i.wrapping_neg();
}
if sorted.is_empty() {
pct1_vec.truncate_push_at(index, StoredF32::NAN)?;
pct2_vec.truncate_push_at(index, StoredF32::NAN)?;
pct5_vec.truncate_push_at(index, StoredF32::NAN)?;
pct95_vec.truncate_push_at(index, StoredF32::NAN)?;
pct98_vec.truncate_push_at(index, StoredF32::NAN)?;
pct99_vec.truncate_push_at(index, StoredF32::NAN)?;
} else {
pct1_vec.truncate_push_at(index, get_percentile(&sorted, 0.01))?;
pct2_vec.truncate_push_at(index, get_percentile(&sorted, 0.02))?;
pct5_vec.truncate_push_at(index, get_percentile(&sorted, 0.05))?;
pct95_vec.truncate_push_at(index, get_percentile(&sorted, 0.95))?;
pct98_vec.truncate_push_at(index, get_percentile(&sorted, 0.98))?;
pct99_vec.truncate_push_at(index, get_percentile(&sorted, 0.99))?;
// Nearest-rank percentile: one kth query each
let idx = start + offset;
let cf = count as f64;
for (vec, &pct) in pct_vecs.iter_mut().zip(PCTS.iter()) {
let k = (cf * pct).ceil().max(1.0) as u32;
let val = coords[kth(&bit, k)];
vec.truncate_push_at(idx, val)?;
}
}
}
@@ -5,7 +5,7 @@ pub use extended::*;
use brk_error::Result;
use brk_traversable::Traversable;
use brk_types::{Height, StoredF32, Version};
use vecdb::{AnyStoredVec, AnyVec, Database, Exit, ReadableVec, Rw, StorageMode, VecIndex, WritableVec};
use vecdb::{Database, Exit, ReadableVec, Rw, StorageMode};
use crate::{ComputeIndexes, blocks, indexes};
@@ -51,118 +51,23 @@ impl ComputedFromHeightStdDev {
exit: &Exit,
source: &impl ReadableVec<Height, StoredF32>,
) -> Result<()> {
// 1. Compute SMA using the appropriate lookback vec (or full-history SMA)
if self.days != usize::MAX {
let window_starts = blocks.count.start_vec(self.days);
self.sma.height.compute_rolling_average(
starting_indexes.height,
window_starts,
source,
exit,
)?;
} else {
// Full history SMA (days == usize::MAX)
self.sma.height.compute_sma_(
starting_indexes.height,
source,
self.days,
exit,
None,
)?;
}
let window_starts = blocks.count.start_vec(self.days);
// Split borrows: sd is mutated, sma is read
compute_sd(
&mut self.sd,
blocks,
starting_indexes,
exit,
&self.sma.height,
self.sma.height.compute_rolling_average(
starting_indexes.height,
window_starts,
source,
)
exit,
)?;
self.sd.height.compute_rolling_sd(
starting_indexes.height,
window_starts,
source,
&self.sma.height,
exit,
)?;
Ok(())
}
}
fn compute_sd(
sd: &mut ComputedFromHeight<StoredF32>,
blocks: &blocks::Vecs,
starting_indexes: &ComputeIndexes,
exit: &Exit,
sma: &impl ReadableVec<Height, StoredF32>,
source: &impl ReadableVec<Height, StoredF32>,
) -> Result<()> {
let source_version = source.version();
sd.height
.validate_computed_version_or_reset(source_version)?;
let starting_height = Height::from(sd.height.len()).min(starting_indexes.height);
let day_start = &blocks.count.height_24h_ago;
let start = starting_height.to_usize();
let mut n: usize = 0;
let mut welford_sum: f64 = 0.0;
let mut welford_sum_sq: f64 = 0.0;
if start > 0 {
let day_start_hist = day_start.collect_range_at(0, start);
let source_hist = source.collect_range_at(0, start);
let mut last_ds = Height::from(0_usize);
for h in 0..start {
let cur_ds = day_start_hist[h];
if h == 0 || cur_ds != last_ds {
let val = *source_hist[h] as f64;
n += 1;
welford_sum += val;
welford_sum_sq += val * val;
last_ds = cur_ds;
}
}
}
let source_len = source.len();
let source_data = source.collect_range_at(start, source_len);
let sma_data = sma.collect_range_at(start, sma.len());
let mut last_day_start = if start > 0 {
day_start
.collect_one_at(start - 1)
.unwrap_or(Height::from(0_usize))
} else {
Height::from(0_usize)
};
let day_start_data = day_start.collect_range_at(start, source_len);
for (offset, ratio) in source_data.into_iter().enumerate() {
let index = start + offset;
let cur_day_start = day_start_data[offset];
if index == 0 || cur_day_start != last_day_start {
let val = *ratio as f64;
n += 1;
welford_sum += val;
welford_sum_sq += val * val;
last_day_start = cur_day_start;
}
let average = sma_data[offset];
let avg_f64 = *average as f64;
let sd_val = if n > 0 {
let nf = n as f64;
let variance =
welford_sum_sq / nf - 2.0 * avg_f64 * welford_sum / nf + avg_f64 * avg_f64;
StoredF32::from(variance.max(0.0).sqrt() as f32)
} else {
StoredF32::from(0.0_f32)
};
sd.height.truncate_push_at(index, sd_val)?;
}
{
let _lock = exit.lock();
sd.height.flush()?;
}
Ok(())
}
@@ -0,0 +1,11 @@
use brk_types::{BasisPoints16, StoredF32};
use vecdb::UnaryTransform;
pub struct Bp16ToFloat;
impl UnaryTransform<BasisPoints16, StoredF32> for Bp16ToFloat {
#[inline(always)]
fn apply(bp: BasisPoints16) -> StoredF32 {
StoredF32::from(bp.to_f32())
}
}
@@ -0,0 +1,11 @@
use brk_types::{BasisPoints32, StoredF32};
use vecdb::UnaryTransform;
pub struct Bp32ToFloat;
impl UnaryTransform<BasisPoints32, StoredF32> for Bp32ToFloat {
#[inline(always)]
fn apply(bp: BasisPoints32) -> StoredF32 {
StoredF32::from(bp.to_f32())
}
}
@@ -0,0 +1,11 @@
use brk_types::{BasisPointsSigned16, StoredF32};
use vecdb::UnaryTransform;
pub struct Bps16ToFloat;
impl UnaryTransform<BasisPointsSigned16, StoredF32> for Bps16ToFloat {
#[inline(always)]
fn apply(bp: BasisPointsSigned16) -> StoredF32 {
StoredF32::from(bp.to_f32())
}
}
@@ -0,0 +1,11 @@
use brk_types::{BasisPointsSigned32, StoredF32};
use vecdb::UnaryTransform;
pub struct Bps32ToFloat;
impl UnaryTransform<BasisPointsSigned32, StoredF32> for Bps32ToFloat {
#[inline(always)]
fn apply(bp: BasisPointsSigned32) -> StoredF32 {
StoredF32::from(bp.to_f32())
}
}
@@ -1,3 +1,7 @@
mod bp16_to_float;
mod bp32_to_float;
mod bps16_to_float;
mod bps32_to_float;
mod block_count_target;
mod cents_halve;
mod cents_identity;
@@ -42,6 +46,10 @@ mod volatility_sqrt30;
mod volatility_sqrt365;
mod volatility_sqrt7;
pub use bp16_to_float::*;
pub use bp32_to_float::*;
pub use bps16_to_float::*;
pub use bps32_to_float::*;
pub use block_count_target::*;
pub use cents_halve::*;
pub use cents_identity::*;