release: v0.0.65

Cargo.lock

@@ -443,7 +443,7 @@ dependencies = [
 
 [[package]]
 name = "brk"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "brk_bundler",
  "brk_cli",
@@ -463,7 +463,7 @@ dependencies = [
 
 [[package]]
 name = "brk_bundler"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "brk_rolldown",
  "log",
@@ -474,7 +474,7 @@ dependencies = [
 
 [[package]]
 name = "brk_cli"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "bitcoincore-rpc",
  "brk_computer",
@@ -499,7 +499,7 @@ dependencies = [
 
 [[package]]
 name = "brk_computer"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "bitcoin",
  "bitcoincore-rpc",
@@ -520,7 +520,7 @@ dependencies = [
 
 [[package]]
 name = "brk_core"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "bincode",
  "bitcoin",
@@ -541,7 +541,7 @@ dependencies = [
 
 [[package]]
 name = "brk_exit"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "brk_logger",
  "ctrlc",
@@ -550,7 +550,7 @@ dependencies = [
 
 [[package]]
 name = "brk_fetcher"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "brk_core",
  "brk_logger",
@@ -563,7 +563,7 @@ dependencies = [
 
 [[package]]
 name = "brk_indexer"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "bitcoin",
  "bitcoincore-rpc",
@@ -581,7 +581,7 @@ dependencies = [
 
 [[package]]
 name = "brk_logger"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "color-eyre",
  "env_logger",
@@ -591,7 +591,7 @@ dependencies = [
 
 [[package]]
 name = "brk_parser"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "bitcoin",
  "bitcoincore-rpc",
@@ -606,7 +606,7 @@ dependencies = [
 
 [[package]]
 name = "brk_query"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "brk_computer",
  "brk_core",
@@ -929,7 +929,7 @@ dependencies = [
 
 [[package]]
 name = "brk_server"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "axum",
  "bitcoincore-rpc",
@@ -959,7 +959,7 @@ dependencies = [
 
 [[package]]
 name = "brk_state"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "bincode",
  "brk_core",
@@ -973,7 +973,7 @@ dependencies = [
 
 [[package]]
 name = "brk_store"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "arc-swap",
  "brk_core",
@@ -995,7 +995,7 @@ dependencies = [
 
 [[package]]
 name = "brk_vec"
-version = "0.0.62"
+version = "0.0.65"
 dependencies = [
  "arc-swap",
  "brk_core",

Cargo.toml

@@ -4,7 +4,7 @@ members = ["crates/*"]
 package.description = "The Bitcoin Research Kit is a suite of tools designed to extract, compute and display data stored on a Bitcoin Core node"
 package.license = "MIT"
 package.edition = "2024"
-package.version = "0.0.62"
+package.version = "0.0.65"
 package.homepage = "https://bitcoinresearchkit.org"
 package.repository = "https://github.com/bitcoinresearchkit/brk"
 
@@ -22,20 +22,20 @@ axum = "0.8.4"
 bincode = { version = "2.0.1", features = ["serde"] }
 bitcoin = { version = "0.32.6", features = ["serde"] }
 bitcoincore-rpc = "0.19.0"
-brk_bundler = { version = "0.0.62", path = "crates/brk_bundler" }
-brk_cli = { version = "0.0.62", path = "crates/brk_cli" }
-brk_computer = { version = "0.0.62", path = "crates/brk_computer" }
-brk_core = { version = "0.0.62", path = "crates/brk_core" }
-brk_exit = { version = "0.0.62", path = "crates/brk_exit" }
-brk_fetcher = { version = "0.0.62", path = "crates/brk_fetcher" }
-brk_indexer = { version = "0.0.62", path = "crates/brk_indexer" }
-brk_logger = { version = "0.0.62", path = "crates/brk_logger" }
-brk_parser = { version = "0.0.62", path = "crates/brk_parser" }
-brk_query = { version = "0.0.62", path = "crates/brk_query" }
-brk_server = { version = "0.0.62", path = "crates/brk_server" }
-brk_state = { version = "0.0.62", path = "crates/brk_state" }
-brk_store = { version = "0.0.62", path = "crates/brk_store" }
-brk_vec = { version = "0.0.62", path = "crates/brk_vec" }
+brk_bundler = { version = "0.0.65", path = "crates/brk_bundler" }
+brk_cli = { version = "0.0.65", path = "crates/brk_cli" }
+brk_computer = { version = "0.0.65", path = "crates/brk_computer" }
+brk_core = { version = "0.0.65", path = "crates/brk_core" }
+brk_exit = { version = "0.0.65", path = "crates/brk_exit" }
+brk_fetcher = { version = "0.0.65", path = "crates/brk_fetcher" }
+brk_indexer = { version = "0.0.65", path = "crates/brk_indexer" }
+brk_logger = { version = "0.0.65", path = "crates/brk_logger" }
+brk_parser = { version = "0.0.65", path = "crates/brk_parser" }
+brk_query = { version = "0.0.65", path = "crates/brk_query" }
+brk_server = { version = "0.0.65", path = "crates/brk_server" }
+brk_state = { version = "0.0.65", path = "crates/brk_state" }
+brk_store = { version = "0.0.65", path = "crates/brk_store" }
+brk_vec = { version = "0.0.65", path = "crates/brk_vec" }
 byteview = "=0.6.1"
 clap = { version = "4.5.40", features = ["string"] }
 clap_derive = "4.5.40"

crates/brk_bundler/src/lib.rs

@@ -52,7 +52,8 @@ pub async fn bundle(websites_path: &Path, source_folder: &str, watch: bool) -> i
             if let Some(start) = entry.find("main") {
                 if let Some(end) = entry.find(".js") {
                     let main_hashed = &entry[start..end];
-                    contents = contents.replace("/scripts/main.js", &format!("/scripts/{main_hashed}.js"));
+                    contents =
+                        contents.replace("/scripts/main.js", &format!("/scripts/{main_hashed}.js"));
                 }
             }
         }

crates/brk_computer/src/vecs/grouped/builder.rs

@@ -130,7 +130,11 @@ where
                 Box::new(
                     EagerVec::forced_import(
                         path,
-                        &maybe_suffix("sum"),
+                        &(if !options.last {
+                            name.to_string()
+                        } else {
+                            maybe_suffix("sum")
+                        }),
                         version + VERSION + Version::ZERO,
                         format,
                     )

crates/brk_computer/src/vecs/grouped/ratio_from_dateindex.rs

@@ -24,8 +24,10 @@ pub struct ComputedRatioVecsFromDateIndex {
     pub ratio_1w_sma: ComputedVecsFromDateIndex<StoredF32>,
     pub ratio_1m_sma: ComputedVecsFromDateIndex<StoredF32>,
     pub ratio_1y_sma: ComputedVecsFromDateIndex<StoredF32>,
+    pub ratio_4y_sma: ComputedVecsFromDateIndex<StoredF32>,
     pub ratio_1y_sma_momentum_oscillator: ComputedVecsFromDateIndex<StoredF32>,
-    pub ratio_standard_deviation: ComputedVecsFromDateIndex<StoredF32>,
+    pub ratio_sd: ComputedVecsFromDateIndex<StoredF32>,
+    pub ratio_4y_sd: ComputedVecsFromDateIndex<StoredF32>,
     pub ratio_p99_9: ComputedVecsFromDateIndex<StoredF32>,
     pub ratio_p99_5: ComputedVecsFromDateIndex<StoredF32>,
     pub ratio_p99: ComputedVecsFromDateIndex<StoredF32>,
@@ -51,6 +53,7 @@ pub struct ComputedRatioVecsFromDateIndex {
     pub ratio_m2sd_as_price: ComputedVecsFromDateIndex<Dollars>,
     pub ratio_m3sd_as_price: ComputedVecsFromDateIndex<Dollars>,
     pub ratio_zscore: ComputedVecsFromDateIndex<StoredF32>,
+    pub ratio_4y_zscore: ComputedVecsFromDateIndex<StoredF32>,
 }
 
 const VERSION: Version = Version::ZERO;
@@ -116,6 +119,14 @@ impl ComputedRatioVecsFromDateIndex {
                 format,
                 options,
             )?,
+            ratio_4y_sma: ComputedVecsFromDateIndex::forced_import(
+                path,
+                &format!("{name}_ratio_4y_sma"),
+                true,
+                version + VERSION + Version::ZERO,
+                format,
+                options,
+            )?,
             ratio_1y_sma_momentum_oscillator: ComputedVecsFromDateIndex::forced_import(
                 path,
                 &format!("{name}_ratio_1y_sma_momentum_oscillator"),
@@ -124,9 +135,17 @@ impl ComputedRatioVecsFromDateIndex {
                 format,
                 options,
             )?,
-            ratio_standard_deviation: ComputedVecsFromDateIndex::forced_import(
+            ratio_sd: ComputedVecsFromDateIndex::forced_import(
                 path,
-                &format!("{name}_ratio_standard_deviation"),
+                &format!("{name}_ratio_sd"),
+                true,
+                version + VERSION + Version::ZERO,
+                format,
+                options,
+            )?,
+            ratio_4y_sd: ComputedVecsFromDateIndex::forced_import(
+                path,
+                &format!("{name}_ratio_4y_sd"),
                 true,
                 version + VERSION + Version::ZERO,
                 format,
@@ -332,6 +351,14 @@ impl ComputedRatioVecsFromDateIndex {
                 format,
                 options,
             )?,
+            ratio_4y_zscore: ComputedVecsFromDateIndex::forced_import(
+                path,
+                &format!("{name}_ratio_4y_zscore"),
+                true,
+                version + VERSION + Version::ZERO,
+                format,
+                options,
+            )?,
         })
     }
 
@@ -476,6 +503,22 @@ impl ComputedRatioVecsFromDateIndex {
             },
         )?;
 
+        self.ratio_4y_sma.compute_all(
+            indexer,
+            indexes,
+            starting_indexes,
+            exit,
+            |v, _, _, starting_indexes, exit| {
+                v.compute_sma_(
+                    starting_indexes.dateindex,
+                    self.ratio.dateindex.as_ref().unwrap(),
+                    4 * 365,
+                    exit,
+                    Some(min_ratio_date),
+                )
+            },
+        )?;
+
         self.ratio_1y_sma_momentum_oscillator.compute_all(
             indexer,
             indexes,
@@ -528,6 +571,8 @@ impl ComputedRatioVecsFromDateIndex {
 
         let mut sma_iter = self.ratio_sma.dateindex.as_ref().unwrap().into_iter();
 
+        let mut _4y_sma_iter = self.ratio_4y_sma.dateindex.as_ref().unwrap().into_iter();
+
         let nan = StoredF32::from(f32::NAN);
         self.ratio
             .dateindex
@@ -566,7 +611,12 @@ impl ComputedRatioVecsFromDateIndex {
                         .as_mut()
                         .unwrap()
                         .forced_push_at(index, nan, exit)?;
-                    self.ratio_standard_deviation
+                    self.ratio_sd
+                        .dateindex
+                        .as_mut()
+                        .unwrap()
+                        .forced_push_at(index, nan, exit)?;
+                    self.ratio_4y_sd
                         .dateindex
                         .as_mut()
                         .unwrap()
@@ -645,12 +695,26 @@ impl ComputedRatioVecsFromDateIndex {
                             .sqrt(),
                     );
 
-                    self.ratio_standard_deviation
+                    self.ratio_sd
                         .dateindex
                         .as_mut()
                         .unwrap()
                         .forced_push_at(index, sd, exit)?;
 
+                    let _4y_avg = _4y_sma_iter.unwrap_get_inner(index);
+
+                    let _4y_sd = StoredF32::from(
+                        (sorted.iter().map(|v| (**v - *_4y_avg).powi(2)).sum::<f32>()
+                            / (index.unwrap_to_usize() + 1) as f32)
+                            .sqrt(),
+                    );
+
+                    self.ratio_4y_sd
+                        .dateindex
+                        .as_mut()
+                        .unwrap()
+                        .forced_push_at(index, _4y_sd, exit)?;
+
                     self.ratio_p1sd.dateindex.as_mut().unwrap().forced_push_at(
                         index,
                         avg + sd,
@@ -726,7 +790,13 @@ impl ComputedRatioVecsFromDateIndex {
             exit,
             None as Option<&EagerVec<_, _>>,
         )?;
-        self.ratio_standard_deviation.compute_rest(
+        self.ratio_sd.compute_rest(
+            indexes,
+            starting_indexes,
+            exit,
+            None as Option<&EagerVec<_, _>>,
+        )?;
+        self.ratio_4y_sd.compute_rest(
             indexes,
             starting_indexes,
             exit,
@@ -1007,21 +1077,27 @@ impl ComputedRatioVecsFromDateIndex {
             starting_indexes,
             exit,
             |vec, _, _, starting_indexes, exit| {
-                let mut sma_iter = self.ratio_sma.dateindex.as_ref().unwrap().into_iter();
-                let mut sd_iter = self
-                    .ratio_standard_deviation
-                    .dateindex
-                    .as_ref()
-                    .unwrap()
-                    .into_iter();
-                vec.compute_transform(
+                vec.compute_zscore(
                     starting_indexes.dateindex,
                     self.ratio.dateindex.as_ref().unwrap(),
-                    |(i, ratio, ..)| {
-                        let sma = sma_iter.unwrap_get_inner(i);
-                        let sd = sd_iter.unwrap_get_inner(i);
-                        (i, (ratio - sma) / sd)
-                    },
+                    self.ratio_sma.dateindex.as_ref().unwrap(),
+                    self.ratio_sd.dateindex.as_ref().unwrap(),
+                    exit,
+                )
+            },
+        )?;
+
+        self.ratio_4y_zscore.compute_all(
+            indexer,
+            indexes,
+            starting_indexes,
+            exit,
+            |vec, _, _, starting_indexes, exit| {
+                vec.compute_zscore(
+                    starting_indexes.dateindex,
+                    self.ratio.dateindex.as_ref().unwrap(),
+                    self.ratio_4y_sma.dateindex.as_ref().unwrap(),
+                    self.ratio_4y_sd.dateindex.as_ref().unwrap(),
                     exit,
                 )
             },
@@ -1032,7 +1108,8 @@ impl ComputedRatioVecsFromDateIndex {
 
     fn mut_ratio_vecs(&mut self) -> Vec<&mut EagerVec<DateIndex, StoredF32>> {
         vec![
-            self.ratio_standard_deviation.dateindex.as_mut().unwrap(),
+            self.ratio_sd.dateindex.as_mut().unwrap(),
+            self.ratio_4y_sd.dateindex.as_mut().unwrap(),
             self.ratio_p99_9.dateindex.as_mut().unwrap(),
             self.ratio_p99_5.dateindex.as_mut().unwrap(),
             self.ratio_p99.dateindex.as_mut().unwrap(),
@@ -1056,8 +1133,10 @@ impl ComputedRatioVecsFromDateIndex {
             self.ratio_1w_sma.vecs(),
             self.ratio_1m_sma.vecs(),
             self.ratio_1y_sma.vecs(),
+            self.ratio_4y_sma.vecs(),
             self.ratio_1y_sma_momentum_oscillator.vecs(),
-            self.ratio_standard_deviation.vecs(),
+            self.ratio_sd.vecs(),
+            self.ratio_4y_sd.vecs(),
             self.ratio_p99_9.vecs(),
             self.ratio_p99_5.vecs(),
             self.ratio_p99.vecs(),
@@ -1083,6 +1162,7 @@ impl ComputedRatioVecsFromDateIndex {
             self.ratio_m2sd_as_price.vecs(),
             self.ratio_m3sd_as_price.vecs(),
             self.ratio_zscore.vecs(),
+            self.ratio_4y_zscore.vecs(),
         ]
         .into_iter()
         .flatten()

crates/brk_computer/src/vecs/market.rs

@@ -36,11 +36,15 @@ pub struct Vecs {
     pub indexes_to_55d_sma: ComputedRatioVecsFromDateIndex,
     pub indexes_to_89d_sma: ComputedRatioVecsFromDateIndex,
     pub indexes_to_144d_sma: ComputedRatioVecsFromDateIndex,
+    pub indexes_to_200d_sma: ComputedRatioVecsFromDateIndex,
     pub indexes_to_1y_sma: ComputedRatioVecsFromDateIndex,
     pub indexes_to_2y_sma: ComputedRatioVecsFromDateIndex,
     pub indexes_to_200w_sma: ComputedRatioVecsFromDateIndex,
     pub indexes_to_4y_sma: ComputedRatioVecsFromDateIndex,
 
+    pub indexes_to_200d_sma_x2_4: ComputedVecsFromDateIndex<Dollars>,
+    pub indexes_to_200d_sma_x0_8: ComputedVecsFromDateIndex<Dollars>,
+
     pub price_1d_ago: ComputedVecsFromDateIndex<Dollars>,
     pub price_1w_ago: ComputedVecsFromDateIndex<Dollars>,
     pub price_1m_ago: ComputedVecsFromDateIndex<Dollars>,
@@ -306,6 +310,14 @@ impl Vecs {
                 format,
                 StorableVecGeneatorOptions::default().add_last(),
             )?,
+            indexes_to_200d_sma: ComputedRatioVecsFromDateIndex::forced_import(
+                path,
+                "200d_sma",
+                true,
+                version + VERSION + Version::ZERO,
+                format,
+                StorableVecGeneatorOptions::default().add_last(),
+            )?,
             indexes_to_1y_sma: ComputedRatioVecsFromDateIndex::forced_import(
                 path,
                 "1y_sma",
@@ -1215,6 +1227,23 @@ impl Vecs {
                 format,
                 StorableVecGeneatorOptions::default().add_last(),
             )?,
+
+            indexes_to_200d_sma_x2_4: ComputedVecsFromDateIndex::forced_import(
+                path,
+                "200d_sma_x2_4",
+                true,
+                version + VERSION + Version::ZERO,
+                format,
+                StorableVecGeneatorOptions::default().add_last(),
+            )?,
+            indexes_to_200d_sma_x0_8: ComputedVecsFromDateIndex::forced_import(
+                path,
+                "200d_sma_x0_8",
+                true,
+                version + VERSION + Version::ZERO,
+                format,
+                StorableVecGeneatorOptions::default().add_last(),
+            )?,
         })
     }
 
@@ -1771,6 +1800,7 @@ impl Vecs {
                 (&mut self.indexes_to_55d_sma, 55),
                 (&mut self.indexes_to_89d_sma, 89),
                 (&mut self.indexes_to_144d_sma, 144),
+                (&mut self.indexes_to_200d_sma, 200),
                 (&mut self.indexes_to_1y_sma, 365),
                 (&mut self.indexes_to_2y_sma, 2 * 365),
                 (&mut self.indexes_to_200w_sma, 200 * 7),
@@ -1797,7 +1827,51 @@ impl Vecs {
                 });
             });
             Ok(())
-        })
+        })?;
+
+        self.indexes_to_200d_sma_x0_8.compute_all(
+            indexer,
+            indexes,
+            starting_indexes,
+            exit,
+            |v, _, _, starting_indexes, exit| {
+                v.compute_transform(
+                    starting_indexes.dateindex,
+                    self.indexes_to_200d_sma
+                        .price
+                        .as_ref()
+                        .unwrap()
+                        .dateindex
+                        .as_ref()
+                        .unwrap(),
+                    |(i, v, ..)| (i, v * 0.8),
+                    exit,
+                )
+            },
+        )?;
+
+        self.indexes_to_200d_sma_x2_4.compute_all(
+            indexer,
+            indexes,
+            starting_indexes,
+            exit,
+            |v, _, _, starting_indexes, exit| {
+                v.compute_transform(
+                    starting_indexes.dateindex,
+                    self.indexes_to_200d_sma
+                        .price
+                        .as_ref()
+                        .unwrap()
+                        .dateindex
+                        .as_ref()
+                        .unwrap(),
+                    |(i, v, ..)| (i, v * 2.4),
+                    exit,
+                )
+            },
+        )?;
+
+        Ok(())
     }
 
     pub fn vecs(&self) -> Vec<&dyn AnyCollectableVec> {
@@ -1817,10 +1891,13 @@ impl Vecs {
             self.indexes_to_55d_sma.vecs(),
             self.indexes_to_89d_sma.vecs(),
             self.indexes_to_144d_sma.vecs(),
+            self.indexes_to_200d_sma.vecs(),
             self.indexes_to_1y_sma.vecs(),
             self.indexes_to_2y_sma.vecs(),
             self.indexes_to_200w_sma.vecs(),
             self.indexes_to_4y_sma.vecs(),
+            self.indexes_to_200d_sma_x0_8.vecs(),
+            self.indexes_to_200d_sma_x2_4.vecs(),
             self.price_1d_ago.vecs(),
             self.price_1w_ago.vecs(),
             self.price_1m_ago.vecs(),

crates/brk_computer/src/vecs/stateful/cohort.rs

@@ -57,7 +57,7 @@ pub struct Vecs {
     pub indexes_to_coinblocks_destroyed: ComputedVecsFromHeight<StoredF64>,
     pub indexes_to_coindays_destroyed: ComputedVecsFromHeight<StoredF64>,
     pub dateindex_to_adjusted_spent_output_profit_ratio: Option<EagerVec<DateIndex, StoredF32>>,
-    pub dateindex_to_realized_cap_30d_change: Option<EagerVec<DateIndex, Dollars>>,
+    pub indexes_to_realized_cap_30d_change: Option<ComputedVecsFromDateIndex<Dollars>>,
     pub dateindex_to_sell_side_risk_ratio: Option<EagerVec<DateIndex, StoredF32>>,
     pub dateindex_to_spent_output_profit_ratio: Option<EagerVec<DateIndex, StoredF32>>,
     pub indexes_to_adjusted_value_created: Option<ComputedVecsFromHeight<Dollars>>,
@@ -89,6 +89,10 @@ pub struct Vecs {
         Option<EagerVec<Height, StoredF32>>,
     pub indexes_to_net_unrealized_profit_and_loss_relative_to_market_cap:
         Option<ComputedVecsFromDateIndex<StoredF32>>,
+    pub indexes_to_realized_profit_relative_to_realized_cap:
+        Option<ComputedVecsFromHeight<StoredF32>>,
+    pub indexes_to_realized_loss_relative_to_realized_cap:
+        Option<ComputedVecsFromHeight<StoredF32>>,
     pub indexes_to_net_realized_profit_and_loss_relative_to_realized_cap:
         Option<ComputedVecsFromHeight<StoredF32>>,
     pub height_to_supply_even_value: Option<ComputedHeightValueVecs>,
@@ -117,6 +121,12 @@ pub struct Vecs {
         Option<ComputedVecsFromDateIndex<StoredF64>>,
     pub indexes_to_supply_in_profit_relative_to_circulating_supply:
         Option<ComputedVecsFromDateIndex<StoredF64>>,
+    pub indexes_to_cumulative_net_realized_profit_and_loss_30d_change:
+        Option<ComputedVecsFromDateIndex<Dollars>>,
+    pub indexes_to_cumulative_net_realized_profit_and_loss_30d_change_relative_to_realized_cap:
+        Option<ComputedVecsFromDateIndex<StoredF32>>,
+    pub indexes_to_cumulative_net_realized_profit_and_loss_30d_change_relative_to_market_cap:
+        Option<ComputedVecsFromDateIndex<StoredF32>>,
 }
 
 impl Vecs {
@@ -432,7 +442,9 @@ impl Vecs {
                     false,
                     version + VERSION + Version::ZERO,
                     format,
-                    StorableVecGeneatorOptions::default().add_sum(),
+                    StorableVecGeneatorOptions::default()
+                        .add_sum()
+                        .add_cumulative(),
                 )
                 .unwrap()
             }),
@@ -452,7 +464,9 @@ impl Vecs {
                     false,
                     version + VERSION + Version::ZERO,
                     format,
-                    StorableVecGeneatorOptions::default().add_sum(),
+                    StorableVecGeneatorOptions::default()
+                        .add_sum()
+                        .add_cumulative(),
                 )
                 .unwrap()
             }),
@@ -463,7 +477,7 @@ impl Vecs {
                     true,
                     version + VERSION + Version::ONE,
                     format,
-                    StorableVecGeneatorOptions::default().add_sum(),
+                    StorableVecGeneatorOptions::default().add_sum().add_cumulative(),
                 )
                 .unwrap()
             }),
@@ -558,12 +572,14 @@ impl Vecs {
                 )
                 .unwrap()
             }),
-            dateindex_to_realized_cap_30d_change: compute_dollars.then(|| {
-                EagerVec::forced_import(
+            indexes_to_realized_cap_30d_change: compute_dollars.then(|| {
+                ComputedVecsFromDateIndex::forced_import(
                     path,
                     &suffix("realized_cap_30d_change"),
+                    true,
                     version + VERSION + Version::ZERO,
                     format,
+                    StorableVecGeneatorOptions::default().add_last(),
                 )
                 .unwrap()
             }),
@@ -574,7 +590,9 @@ impl Vecs {
                     true,
                     version + VERSION + Version::ZERO,
                     format,
-                    StorableVecGeneatorOptions::default().add_sum(),
+                    StorableVecGeneatorOptions::default()
+                        .add_sum()
+                        .add_cumulative(),
                 )
                 .unwrap()
             }),
@@ -686,15 +704,37 @@ impl Vecs {
                     .unwrap()
                 },
             ),
+            indexes_to_realized_profit_relative_to_realized_cap: compute_dollars.then(|| {
+                ComputedVecsFromHeight::forced_import(
+                    path,
+                    &suffix("realized_profit_relative_to_realized_cap"),
+                    true,
+                    version + VERSION + Version::ZERO,
+                    format,
+                    StorableVecGeneatorOptions::default().add_sum(),
+                )
+                .unwrap()
+            }),
+            indexes_to_realized_loss_relative_to_realized_cap: compute_dollars.then(|| {
+                ComputedVecsFromHeight::forced_import(
+                    path,
+                    &suffix("realized_loss_relative_to_realized_cap"),
+                    true,
+                    version + VERSION + Version::ZERO,
+                    format,
+                    StorableVecGeneatorOptions::default().add_sum(),
+                )
+                .unwrap()
+            }),
             indexes_to_net_realized_profit_and_loss_relative_to_realized_cap: compute_dollars.then(
                 || {
                     ComputedVecsFromHeight::forced_import(
                         path,
                         &suffix("net_realized_profit_and_loss_relative_to_realized_cap"),
                         true,
-                        version + VERSION + Version::ZERO,
+                        version + VERSION + Version::ONE,
                         format,
-                        StorableVecGeneatorOptions::default().add_last(),
+                        StorableVecGeneatorOptions::default().add_sum(),
                     )
                     .unwrap()
                 },
@@ -903,6 +943,39 @@ impl Vecs {
                 format,
                 StorableVecGeneatorOptions::default().add_sum(),
             )?,
+            indexes_to_cumulative_net_realized_profit_and_loss_30d_change: compute_dollars.then(|| {
+                ComputedVecsFromDateIndex::forced_import(
+                    path,
+                    &format!("cumulative_{}", suffix("net_realized_profit_and_loss_30d_change")),
+                    true,
+                    version + VERSION + Version::new(3),
+                    format,
+                    StorableVecGeneatorOptions::default().add_last()
+                )
+                .unwrap()
+            }),
+            indexes_to_cumulative_net_realized_profit_and_loss_30d_change_relative_to_realized_cap: compute_dollars.then(|| {
+                ComputedVecsFromDateIndex::forced_import(
+                    path,
+                    &format!("cumulative_{}", suffix("net_realized_profit_and_loss_30d_change_relative_to_realized_cap")),
+                    true,
+                    version + VERSION + Version::new(3),
+                    format,
+                    StorableVecGeneatorOptions::default().add_last()
+                )
+                .unwrap()
+            }),
+            indexes_to_cumulative_net_realized_profit_and_loss_30d_change_relative_to_market_cap: compute_dollars.then(|| {
+                ComputedVecsFromDateIndex::forced_import(
+                    path,
+                    &format!("cumulative_{}", suffix("net_realized_profit_and_loss_30d_change_relative_to_market_cap")),
+                    true,
+                    version + VERSION + Version::new(3),
+                    format,
+                    StorableVecGeneatorOptions::default().add_last()
+                )
+                .unwrap()
+            }),
         })
     }
 
@@ -1877,6 +1950,7 @@ impl Vecs {
         height_to_supply: &impl AnyIterableVec<Height, Bitcoin>,
         dateindex_to_supply: &impl AnyIterableVec<DateIndex, Bitcoin>,
         height_to_realized_cap: Option<&impl AnyIterableVec<Height, Dollars>>,
+        dateindex_to_realized_cap: Option<&impl AnyIterableVec<DateIndex, Dollars>>,
         exit: &Exit,
     ) -> color_eyre::Result<()> {
         if let Some(v) = self
@@ -2021,18 +2095,26 @@ impl Vecs {
                     Some(self.height_to_adjusted_value_destroyed.as_ref().unwrap()),
                 )?;
 
-            self.dateindex_to_realized_cap_30d_change
+            self.indexes_to_realized_cap_30d_change
                 .as_mut()
                 .unwrap()
-                .compute_change(
-                    starting_indexes.dateindex,
-                    self.indexes_to_realized_cap
-                        .as_ref()
-                        .unwrap()
-                        .dateindex
-                        .unwrap_last(),
-                    30,
+                .compute_all(
+                    indexer,
+                    indexes,
+                    starting_indexes,
                     exit,
+                    |vec, _, _, starting_indexes, exit| {
+                        vec.compute_change(
+                            starting_indexes.dateindex,
+                            self.indexes_to_realized_cap
+                                .as_ref()
+                                .unwrap()
+                                .dateindex
+                                .unwrap_last(),
+                            30,
+                            exit,
+                        )
+                    },
                 )?;
 
             self.indexes_to_net_realized_profit_and_loss
@@ -2280,6 +2362,42 @@ impl Vecs {
                     },
                 )?;
 
+            self.indexes_to_realized_profit_relative_to_realized_cap
+                .as_mut()
+                .unwrap()
+                .compute_all(
+                    indexer,
+                    indexes,
+                    starting_indexes,
+                    exit,
+                    |vec, _, _, starting_indexes, exit| {
+                        vec.compute_percentage(
+                            starting_indexes.height,
+                            self.height_to_realized_profit.as_ref().unwrap(),
+                            *height_to_realized_cap.as_ref().unwrap(),
+                            exit,
+                        )
+                    },
+                )?;
+
+            self.indexes_to_realized_loss_relative_to_realized_cap
+                .as_mut()
+                .unwrap()
+                .compute_all(
+                    indexer,
+                    indexes,
+                    starting_indexes,
+                    exit,
+                    |vec, _, _, starting_indexes, exit| {
+                        vec.compute_percentage(
+                            starting_indexes.height,
+                            self.height_to_realized_loss.as_ref().unwrap(),
+                            *height_to_realized_cap.as_ref().unwrap(),
+                            exit,
+                        )
+                    },
+                )?;
+
             self.indexes_to_net_realized_profit_and_loss_relative_to_realized_cap
                 .as_mut()
                 .unwrap()
@@ -2435,6 +2553,64 @@ impl Vecs {
                     },
                 )?;
 
+            self.indexes_to_cumulative_net_realized_profit_and_loss_30d_change
+                .as_mut()
+                .unwrap()
+                .compute_all(
+                    indexer,
+                    indexes,
+                    starting_indexes,
+                    exit,
+                    |v, _, _, starting_indexes, exit| {
+                        v.compute_change(
+                            starting_indexes.dateindex,
+                            self.indexes_to_net_realized_profit_and_loss
+                                .as_ref()
+                                .unwrap()
+                                .dateindex
+                                .unwrap_cumulative(),
+                            30,
+                            exit,
+                        )
+                    },
+                )?;
+
+            self.indexes_to_cumulative_net_realized_profit_and_loss_30d_change_relative_to_realized_cap.
+                as_mut()
+                .unwrap()
+                .compute_all(
+                    indexer,
+                    indexes,
+                    starting_indexes,
+                    exit,
+                    |v, _, _, starting_indexes, exit| {
+                        v.compute_percentage(
+                            starting_indexes.dateindex,
+                            self.indexes_to_cumulative_net_realized_profit_and_loss_30d_change.as_ref().unwrap().dateindex.as_ref().unwrap(),
+                            *dateindex_to_realized_cap.as_ref().unwrap(),
+                            exit,
+                        )
+                    },
+                )?;
+
+            self.indexes_to_cumulative_net_realized_profit_and_loss_30d_change_relative_to_market_cap.
+                as_mut()
+                .unwrap()
+                .compute_all(
+                    indexer,
+                    indexes,
+                    starting_indexes,
+                    exit,
+                    |v, _, _, starting_indexes, exit| {
+                        v.compute_percentage(
+                            starting_indexes.dateindex,
+                            self.indexes_to_cumulative_net_realized_profit_and_loss_30d_change.as_ref().unwrap().dateindex.as_ref().unwrap(),
+                            market.indexes_to_marketcap.dateindex.as_ref().unwrap(),
+                            exit,
+                        )
+                    },
+                )?;
+
             if let Some(height_to_supply_even_relative_to_circulating_supply) = self
                 .height_to_supply_even_relative_to_circulating_supply
                 .as_mut()
@@ -2618,9 +2794,9 @@ impl Vecs {
             self.indexes_to_adjusted_value_destroyed
                 .as_ref()
                 .map_or(vec![], |v| v.vecs()),
-            self.dateindex_to_realized_cap_30d_change
+            self.indexes_to_realized_cap_30d_change
                 .as_ref()
-                .map_or(vec![], |v| vec![v]),
+                .map_or(vec![], |v| v.vecs()),
             self.indexes_to_net_realized_profit_and_loss
                 .as_ref()
                 .map_or(vec![], |v| v.vecs()),
@@ -2703,6 +2879,12 @@ impl Vecs {
             self.indexes_to_net_unrealized_profit_and_loss_relative_to_market_cap
                 .as_ref()
                 .map_or(vec![], |v| v.vecs()),
+            self.indexes_to_realized_profit_relative_to_realized_cap
+                .as_ref()
+                .map_or(vec![], |v| v.vecs()),
+            self.indexes_to_realized_loss_relative_to_realized_cap
+                .as_ref()
+                .map_or(vec![], |v| v.vecs()),
             self.indexes_to_net_realized_profit_and_loss_relative_to_realized_cap
                 .as_ref()
                 .map_or(vec![], |v| v.vecs()),
@@ -2756,6 +2938,12 @@ impl Vecs {
                 .map_or(vec![], |v| v.vecs()),
             self.indexes_to_coinblocks_destroyed.vecs(),
             self.indexes_to_coindays_destroyed.vecs(),
+            self.indexes_to_cumulative_net_realized_profit_and_loss_30d_change.as_ref()
+            .map_or(vec![], |v| v.vecs()),
+            self.indexes_to_cumulative_net_realized_profit_and_loss_30d_change_relative_to_realized_cap.as_ref()
+            .map_or(vec![], |v| v.vecs()),
+            self.indexes_to_cumulative_net_realized_profit_and_loss_30d_change_relative_to_market_cap.as_ref()
+            .map_or(vec![], |v| v.vecs()),
         ]
         .into_iter()
         .flatten()

crates/brk_computer/src/vecs/stateful/mod.rs

@@ -4,8 +4,8 @@ use brk_core::{DateIndex, Height, InputIndex, OutputIndex, OutputType, Result, S
 use brk_exit::Exit;
 use brk_indexer::Indexer;
 use brk_vec::{
-    AnyCollectableVec, AnyVec, BaseVecIterator, CollectableVec, Computation, EagerVec, Format,
-    GenericStoredVec, StoredIndex, StoredVec, UnsafeSlice, VecIterator,
+    AnyCollectableVec, AnyVec, CollectableVec, Computation, EagerVec, Format, GenericStoredVec,
+    StoredIndex, StoredVec, UnsafeSlice, VecIterator,
 };
 use log::info;
 use outputs::OutputCohorts;
@@ -1343,268 +1343,265 @@ impl Vecs {
                 .try_for_each(|(_, v)| v.state.price_to_amount.reset())?;
         }
 
-        if starting_height == Height::from(height_to_date_fixed.len()) {
-            return Ok(());
-        }
+        if starting_height < Height::from(height_to_date_fixed.len()) {
+            starting_indexes.update_from_height(starting_height, indexes);
 
-        // ---
-        // INIT
-        // ---
+            separate_utxo_vecs
+                .par_iter_mut()
+                .for_each(|(_, v)| v.init(starting_height));
 
-        separate_utxo_vecs
-            .par_iter_mut()
-            .for_each(|(_, v)| v.init(starting_height));
-
-        let mut unspendable_supply = if let Some(prev_height) = starting_height.decremented() {
-            self.height_to_unspendable_supply
-                .into_iter()
-                .unwrap_get_inner(prev_height)
-        } else {
-            Sats::ZERO
-        };
-        let mut opreturn_supply = if let Some(prev_height) = starting_height.decremented() {
-            self.height_to_opreturn_supply
-                .into_iter()
-                .unwrap_get_inner(prev_height)
-        } else {
-            Sats::ZERO
-        };
-
-        let mut height = starting_height;
-        starting_indexes.update_from_height(height, indexes);
-
-        (height.unwrap_to_usize()..height_to_first_outputindex_iter.len())
-            .map(Height::from)
-            .try_for_each(|_height| -> color_eyre::Result<()> {
-                height = _height;
-
-                self.utxos_vecs
-                    .as_mut_separate_vecs()
-                    .iter_mut()
-                    .for_each(|(_, v)| v.state.reset_single_iteration_values());
-
-                info!("Processing chain at {height}...");
-
-                let timestamp = height_to_timestamp_fixed_iter.unwrap_get_inner(height);
-                let price = height_to_close_iter
-                    .as_mut()
-                    .map(|i| *i.unwrap_get_inner(height));
-                let first_outputindex = height_to_first_outputindex_iter
-                    .unwrap_get_inner(height)
-                    .unwrap_to_usize();
-                let first_inputindex = height_to_first_inputindex_iter
-                    .unwrap_get_inner(height)
-                    .unwrap_to_usize();
-                let output_count = height_to_output_count_iter.unwrap_get_inner(height);
-                let input_count = height_to_input_count_iter.unwrap_get_inner(height);
-
-                let (mut height_to_sent, mut received) = thread::scope(|s| {
-                    if chain_state_starting_height <= height {
-                        s.spawn(|| {
-                            self.utxos_vecs
-                                .tick_tock_next_block(&chain_state, timestamp);
-                        });
-                    }
-
-                    let sent_handle = s.spawn(|| {
-                        // Skip coinbase
-                        (first_inputindex + 1..first_inputindex + *input_count)
-                            .into_par_iter()
-                            .map(InputIndex::from)
-                            .map(|inputindex| {
-                                let outputindex = inputindex_to_outputindex
-                                    .get_or_read(inputindex, &inputindex_to_outputindex_mmap)
-                                    .unwrap()
-                                    .unwrap()
-                                    .into_inner();
-
-                                let value = outputindex_to_value
-                                    .get_or_read(outputindex, &outputindex_to_value_mmap)
-                                    .unwrap()
-                                    .unwrap()
-                                    .into_inner();
-
-                                let input_type = outputindex_to_outputtype
-                                    .get_or_read(outputindex, &outputindex_to_outputtype_mmap)
-                                    .unwrap()
-                                    .unwrap()
-                                    .into_inner();
-
-                                // dbg!(input_type);
-
-                                if input_type.is_unspendable() {
-                                    unreachable!()
-                                }
-
-                                let input_txindex = outputindex_to_txindex
-                                    .get_or_read(outputindex, &outputindex_to_txindex_mmap)
-                                    .unwrap()
-                                    .unwrap()
-                                    .into_inner();
-
-                                let height = txindex_to_height
-                                    .get_or_read(input_txindex, &txindex_to_height_mmap)
-                                    .unwrap()
-                                    .unwrap()
-                                    .into_inner();
-
-                                (height, value, input_type)
-                            })
-                            .fold(
-                                BTreeMap::<Height, Transacted>::default,
-                                |mut tree, (height, value, input_type)| {
-                                    tree.entry(height).or_default().iterate(value, input_type);
-                                    tree
-                                },
-                            )
-                            .reduce(BTreeMap::<Height, Transacted>::default, |first, second| {
-                                let (mut source, to_consume) = if first.len() > second.len() {
-                                    (first, second)
-                                } else {
-                                    (second, first)
-                                };
-                                to_consume.into_iter().for_each(|(k, v)| {
-                                    *source.entry(k).or_default() += v;
-                                });
-                                source
-                            })
-                    });
-
-                    let received_handle = s.spawn(|| {
-                        (first_outputindex..first_outputindex + *output_count)
-                            .into_par_iter()
-                            .map(OutputIndex::from)
-                            .map(|outputindex| {
-                                let value = outputindex_to_value
-                                    .get_or_read(outputindex, &outputindex_to_value_mmap)
-                                    .unwrap()
-                                    .unwrap()
-                                    .into_inner();
-
-                                let output_type = outputindex_to_outputtype
-                                    .get_or_read(outputindex, &outputindex_to_outputtype_mmap)
-                                    .unwrap()
-                                    .unwrap()
-                                    .into_inner();
-
-                                (value, output_type)
-                            })
-                            .fold(
-                                Transacted::default,
-                                |mut transacted, (value, output_type)| {
-                                    transacted.iterate(value, output_type);
-                                    transacted
-                                },
-                            )
-                            .reduce(Transacted::default, |acc, transacted| acc + transacted)
-                    });
-
-                    (sent_handle.join().unwrap(), received_handle.join().unwrap())
-                });
-
-                unspendable_supply += received
-                    .by_type
-                    .unspendable
-                    .as_vec()
+            let mut unspendable_supply = if let Some(prev_height) = starting_height.decremented() {
+                self.height_to_unspendable_supply
                     .into_iter()
-                    .map(|state| state.value)
-                    .sum::<Sats>()
-                    + height_to_unclaimed_rewards_iter.unwrap_get_inner(height);
-
-                opreturn_supply += received.by_type.unspendable.opreturn.value;
-
-                if height == Height::new(0) {
-                    received = Transacted::default();
-                    unspendable_supply += Sats::FIFTY_BTC;
-                } else if height == Height::new(91_842) || height == Height::new(91_880) {
-                    // Need to destroy invalid coinbases due to duplicate txids
-                    if height == Height::new(91_842) {
-                        height_to_sent.entry(Height::new(91_812)).or_default()
-                    } else {
-                        height_to_sent.entry(Height::new(91_722)).or_default()
-                    }
-                    .iterate(Sats::FIFTY_BTC, OutputType::P2PK65);
-                };
-
-                if chain_state_starting_height <= height {
-                    // Push current block state before processing sends and receives
-                    chain_state.push(BlockState {
-                        supply: received.spendable_supply.clone(),
-                        price,
-                        timestamp,
-                    });
-
-                    self.utxos_vecs.receive(received, height, price);
-
-                    let unsafe_chain_state = UnsafeSlice::new(&mut chain_state);
-
-                    height_to_sent.par_iter().for_each(|(height, sent)| unsafe {
-                        (*unsafe_chain_state.get(height.unwrap_to_usize())).supply -=
-                            &sent.spendable_supply;
-                    });
-
-                    self.utxos_vecs.send(height_to_sent, chain_state.as_slice());
-                } else {
-                    dbg!(chain_state_starting_height, height);
-                    panic!("temp, just making sure")
-                }
-
-                let mut separate_utxo_vecs = self.utxos_vecs.as_mut_separate_vecs();
-
-                separate_utxo_vecs
-                    .iter_mut()
-                    .try_for_each(|(_, v)| v.forced_pushed_at(height, exit))?;
-
-                self.height_to_unspendable_supply.forced_push_at(
-                    height,
-                    unspendable_supply,
-                    exit,
-                )?;
-
+                    .unwrap_get_inner(prev_height)
+            } else {
+                Sats::ZERO
+            };
+            let mut opreturn_supply = if let Some(prev_height) = starting_height.decremented() {
                 self.height_to_opreturn_supply
-                    .forced_push_at(height, opreturn_supply, exit)?;
+                    .into_iter()
+                    .unwrap_get_inner(prev_height)
+            } else {
+                Sats::ZERO
+            };
 
-                let date = height_to_date_fixed_iter.unwrap_get_inner(height);
-                let dateindex = DateIndex::try_from(date).unwrap();
-                let date_first_height = dateindex_to_first_height_iter.unwrap_get_inner(dateindex);
-                let date_height_count = dateindex_to_height_count_iter.unwrap_get_inner(dateindex);
-                let is_date_last_height = date_first_height
-                    + Height::from(date_height_count).decremented().unwrap()
-                    == height;
-                let date_price = dateindex_to_close_iter
-                    .as_mut()
-                    .map(|v| is_date_last_height.then(|| *v.unwrap_get_inner(dateindex)));
+            let mut height = starting_height;
 
-                separate_utxo_vecs.par_iter_mut().try_for_each(|(_, v)| {
-                    v.compute_then_force_push_unrealized_states(
+            (height.unwrap_to_usize()..height_to_date_fixed.len())
+                .map(Height::from)
+                .try_for_each(|_height| -> color_eyre::Result<()> {
+                    height = _height;
+
+                    self.utxos_vecs
+                        .as_mut_separate_vecs()
+                        .iter_mut()
+                        .for_each(|(_, v)| v.state.reset_single_iteration_values());
+
+                    info!("Processing chain at {height}...");
+
+                    let timestamp = height_to_timestamp_fixed_iter.unwrap_get_inner(height);
+                    let price = height_to_close_iter
+                        .as_mut()
+                        .map(|i| *i.unwrap_get_inner(height));
+                    let first_outputindex = height_to_first_outputindex_iter
+                        .unwrap_get_inner(height)
+                        .unwrap_to_usize();
+                    let first_inputindex = height_to_first_inputindex_iter
+                        .unwrap_get_inner(height)
+                        .unwrap_to_usize();
+                    let output_count = height_to_output_count_iter.unwrap_get_inner(height);
+                    let input_count = height_to_input_count_iter.unwrap_get_inner(height);
+
+                    let (mut height_to_sent, mut received) = thread::scope(|s| {
+                        if chain_state_starting_height <= height {
+                            s.spawn(|| {
+                                self.utxos_vecs
+                                    .tick_tock_next_block(&chain_state, timestamp);
+                            });
+                        }
+
+                        let sent_handle = s.spawn(|| {
+                            // Skip coinbase
+                            (first_inputindex + 1..first_inputindex + *input_count)
+                                .into_par_iter()
+                                .map(InputIndex::from)
+                                .map(|inputindex| {
+                                    let outputindex = inputindex_to_outputindex
+                                        .get_or_read(inputindex, &inputindex_to_outputindex_mmap)
+                                        .unwrap()
+                                        .unwrap()
+                                        .into_inner();
+
+                                    let value = outputindex_to_value
+                                        .get_or_read(outputindex, &outputindex_to_value_mmap)
+                                        .unwrap()
+                                        .unwrap()
+                                        .into_inner();
+
+                                    let input_type = outputindex_to_outputtype
+                                        .get_or_read(outputindex, &outputindex_to_outputtype_mmap)
+                                        .unwrap()
+                                        .unwrap()
+                                        .into_inner();
+
+                                    // dbg!(input_type);
+
+                                    if input_type.is_unspendable() {
+                                        unreachable!()
+                                    }
+
+                                    let input_txindex = outputindex_to_txindex
+                                        .get_or_read(outputindex, &outputindex_to_txindex_mmap)
+                                        .unwrap()
+                                        .unwrap()
+                                        .into_inner();
+
+                                    let height = txindex_to_height
+                                        .get_or_read(input_txindex, &txindex_to_height_mmap)
+                                        .unwrap()
+                                        .unwrap()
+                                        .into_inner();
+
+                                    (height, value, input_type)
+                                })
+                                .fold(
+                                    BTreeMap::<Height, Transacted>::default,
+                                    |mut tree, (height, value, input_type)| {
+                                        tree.entry(height).or_default().iterate(value, input_type);
+                                        tree
+                                    },
+                                )
+                                .reduce(BTreeMap::<Height, Transacted>::default, |first, second| {
+                                    let (mut source, to_consume) = if first.len() > second.len() {
+                                        (first, second)
+                                    } else {
+                                        (second, first)
+                                    };
+                                    to_consume.into_iter().for_each(|(k, v)| {
+                                        *source.entry(k).or_default() += v;
+                                    });
+                                    source
+                                })
+                        });
+
+                        let received_handle = s.spawn(|| {
+                            (first_outputindex..first_outputindex + *output_count)
+                                .into_par_iter()
+                                .map(OutputIndex::from)
+                                .map(|outputindex| {
+                                    let value = outputindex_to_value
+                                        .get_or_read(outputindex, &outputindex_to_value_mmap)
+                                        .unwrap()
+                                        .unwrap()
+                                        .into_inner();
+
+                                    let output_type = outputindex_to_outputtype
+                                        .get_or_read(outputindex, &outputindex_to_outputtype_mmap)
+                                        .unwrap()
+                                        .unwrap()
+                                        .into_inner();
+
+                                    (value, output_type)
+                                })
+                                .fold(
+                                    Transacted::default,
+                                    |mut transacted, (value, output_type)| {
+                                        transacted.iterate(value, output_type);
+                                        transacted
+                                    },
+                                )
+                                .reduce(Transacted::default, |acc, transacted| acc + transacted)
+                        });
+
+                        (sent_handle.join().unwrap(), received_handle.join().unwrap())
+                    });
+
+                    unspendable_supply += received
+                        .by_type
+                        .unspendable
+                        .as_vec()
+                        .into_iter()
+                        .map(|state| state.value)
+                        .sum::<Sats>()
+                        + height_to_unclaimed_rewards_iter.unwrap_get_inner(height);
+
+                    opreturn_supply += received.by_type.unspendable.opreturn.value;
+
+                    if height == Height::new(0) {
+                        received = Transacted::default();
+                        unspendable_supply += Sats::FIFTY_BTC;
+                    } else if height == Height::new(91_842) || height == Height::new(91_880) {
+                        // Need to destroy invalid coinbases due to duplicate txids
+                        if height == Height::new(91_842) {
+                            height_to_sent.entry(Height::new(91_812)).or_default()
+                        } else {
+                            height_to_sent.entry(Height::new(91_722)).or_default()
+                        }
+                        .iterate(Sats::FIFTY_BTC, OutputType::P2PK65);
+                    };
+
+                    if chain_state_starting_height <= height {
+                        // Push current block state before processing sends and receives
+                        chain_state.push(BlockState {
+                            supply: received.spendable_supply.clone(),
+                            price,
+                            timestamp,
+                        });
+
+                        self.utxos_vecs.receive(received, height, price);
+
+                        let unsafe_chain_state = UnsafeSlice::new(&mut chain_state);
+
+                        height_to_sent.par_iter().for_each(|(height, sent)| unsafe {
+                            (*unsafe_chain_state.get(height.unwrap_to_usize())).supply -=
+                                &sent.spendable_supply;
+                        });
+
+                        self.utxos_vecs.send(height_to_sent, chain_state.as_slice());
+                    } else {
+                        dbg!(chain_state_starting_height, height);
+                        panic!("temp, just making sure")
+                    }
+
+                    let mut separate_utxo_vecs = self.utxos_vecs.as_mut_separate_vecs();
+
+                    separate_utxo_vecs
+                        .iter_mut()
+                        .try_for_each(|(_, v)| v.forced_pushed_at(height, exit))?;
+
+                    self.height_to_unspendable_supply.forced_push_at(
                         height,
-                        price,
-                        is_date_last_height.then_some(dateindex),
-                        date_price,
+                        unspendable_supply,
                         exit,
-                    )
+                    )?;
+
+                    self.height_to_opreturn_supply
+                        .forced_push_at(height, opreturn_supply, exit)?;
+
+                    let date = height_to_date_fixed_iter.unwrap_get_inner(height);
+                    let dateindex = DateIndex::try_from(date).unwrap();
+                    let date_first_height =
+                        dateindex_to_first_height_iter.unwrap_get_inner(dateindex);
+                    let date_height_count =
+                        dateindex_to_height_count_iter.unwrap_get_inner(dateindex);
+                    let is_date_last_height = date_first_height
+                        + Height::from(date_height_count).decremented().unwrap()
+                        == height;
+                    let date_price = dateindex_to_close_iter
+                        .as_mut()
+                        .map(|v| is_date_last_height.then(|| *v.unwrap_get_inner(dateindex)));
+
+                    separate_utxo_vecs.par_iter_mut().try_for_each(|(_, v)| {
+                        v.compute_then_force_push_unrealized_states(
+                            height,
+                            price,
+                            is_date_last_height.then_some(dateindex),
+                            date_price,
+                            exit,
+                        )
+                    })?;
+
+                    if height != Height::ZERO && height.unwrap_to_usize() % 20_000 == 0 {
+                        info!("Flushing...");
+                        exit.block();
+                        self.flush_states(height, &chain_state, exit)?;
+                        exit.release();
+                    }
+
+                    Ok(())
                 })?;
 
-                if height != Height::ZERO && height.unwrap_to_usize() % 20_000 == 0 {
-                    info!("Flushing...");
-                    exit.block();
-                    self.flush_states(height, &chain_state, exit)?;
-                    exit.release();
-                }
+            exit.block();
 
-                Ok(())
-            })?;
+            info!("Flushing...");
 
-        exit.block();
+            self.flush_states(height, &chain_state, exit)?;
+        }
 
-        info!("Flushing...");
-
-        self.flush_states(height, &chain_state, exit)?;
-
-        info!("Computing overlaping...");
+        info!("Computing overlapping...");
 
         self.utxos_vecs
-            .compute_overlaping_vecs(&starting_indexes, exit)?;
+            .compute_overlapping_vecs(&starting_indexes, exit)?;
 
         info!("Computing rest part 1...");
 
@@ -1627,6 +1624,13 @@ impl Vecs {
             .dateindex
             .clone();
         let height_to_realized_cap = self.utxos_vecs.all.1.height_to_realized_cap.clone();
+        let dateindex_to_realized_cap = self
+            .utxos_vecs
+            .all
+            .1
+            .indexes_to_realized_cap
+            .as_ref()
+            .map(|v| v.dateindex.unwrap_last().clone());
 
         self.utxos_vecs
             .as_mut_vecs()
@@ -1641,6 +1645,7 @@ impl Vecs {
                     &height_to_supply,
                     dateindex_to_supply.as_ref().unwrap(),
                     height_to_realized_cap.as_ref(),
+                    dateindex_to_realized_cap.as_ref(),
                     exit,
                 )
             })?;

crates/brk_computer/src/vecs/stateful/outputs.rs

@@ -14,7 +14,7 @@ pub trait OutputCohorts {
     fn tick_tock_next_block(&mut self, chain_state: &[BlockState], timestamp: Timestamp);
     fn send(&mut self, height_to_sent: BTreeMap<Height, Transacted>, chain_state: &[BlockState]);
     fn receive(&mut self, received: Transacted, height: Height, price: Option<Dollars>);
-    fn compute_overlaping_vecs(&mut self, starting_indexes: &Indexes, exit: &Exit) -> Result<()>;
+    fn compute_overlapping_vecs(&mut self, starting_indexes: &Indexes, exit: &Exit) -> Result<()>;
 }
 
 impl OutputCohorts for Outputs<(OutputFilter, cohort::Vecs)> {
@@ -172,7 +172,7 @@ impl OutputCohorts for Outputs<(OutputFilter, cohort::Vecs)> {
             });
     }
 
-    fn compute_overlaping_vecs(&mut self, starting_indexes: &Indexes, exit: &Exit) -> Result<()> {
+    fn compute_overlapping_vecs(&mut self, starting_indexes: &Indexes, exit: &Exit) -> Result<()> {
         let by_date_range = self.by_date_range.as_vec();
         let by_size_range = self.by_size_range.as_vec();
 

crates/brk_core/src/structs/dollars.rs

@@ -178,6 +178,17 @@ impl Mul<usize> for Close<Dollars> {
     }
 }
 
+impl Mul<f64> for Dollars {
+    type Output = Dollars;
+    fn mul(self, rhs: f64) -> Self::Output {
+        if rhs.fract() != 0.0 {
+            Self::from(self.0 * rhs)
+        } else {
+            self * rhs as i64
+        }
+    }
+}
+
 impl Mul<Bitcoin> for Dollars {
     type Output = Self;
     fn mul(self, rhs: Bitcoin) -> Self::Output {
@@ -208,11 +219,14 @@ impl Mul<Sats> for Dollars {
 impl Mul<StoredF32> for Dollars {
     type Output = Self;
     fn mul(self, rhs: StoredF32) -> Self::Output {
-        if rhs.fract() != 0.0 {
-            Self::from(self.0 * *rhs as f64)
-        } else {
-            self * *rhs as i64
-        }
+        self * *rhs as f64
+    }
+}
+
+impl Mul<StoredF64> for Dollars {
+    type Output = Self;
+    fn mul(self, rhs: StoredF64) -> Self::Output {
+        self * *rhs
     }
 }
 

crates/brk_core/src/utils/pause.rs

@@ -3,5 +3,7 @@ use log::info;
 pub fn pause() {
     info!("Press enter to continue...");
     let mut buffer = String::new();
-    std::io::stdin().read_line(&mut buffer).expect("Failed to read line");
+    std::io::stdin()
+        .read_line(&mut buffer)
+        .expect("Failed to read line");
 }

crates/brk_query/src/vec_trees.rs

@@ -28,9 +28,14 @@ impl<'a> VecTrees<'a> {
                         || s.starts_with("cumulative_from")
                 }))
             && !(split.len() == 4
-                && split
-                    .get(1)
-                    .is_some_and(|s| s == &"up" || s == &"start" || s.starts_with("from"))
+                && split.get(1).is_some_and(|s| {
+                    s == &"up"
+                        || s == &"start"
+                        || s.starts_with("from")
+                        || s == &"cumulative_up"
+                        || s == &"cumulative_start"
+                        || s.starts_with("cumulative_from")
+                })
                 && split.get(2).is_some_and(|s| s.ends_with("relative")))
         {
             dbg!(&name, &split);

crates/brk_server/src/api/explorer/mod.rs

@@ -0,0 +1 @@
+

crates/brk_server/src/files/file.rs

@@ -94,19 +94,19 @@ fn path_to_response_(headers: &HeaderMap, path: &Path) -> color_eyre::Result<Res
 
     let serialized_path = path.to_str().unwrap();
 
-    if serialized_path.ends_with(".html") || serialized_path.ends_with("service-worker.js") {
-        headers.insert_cache_control_must_revalidate();
-    } else if serialized_path.contains("fonts/")
-        || serialized_path.contains("assets/")
-        || serialized_path.contains("packages/")
-        || path.extension().is_some_and(|extension| {
-            extension == "pdf"
-                || extension == "jpg"
-                || extension == "png"
-                || extension == "woff2"
-                || extension == "js"
-        })
+    if path
+        .extension()
+        .is_some_and(|extension| extension == "html")
+        || serialized_path.ends_with("service-worker.js")
     {
+        headers.insert_cache_control_must_revalidate();
+    } else if path.extension().is_some_and(|extension| {
+        extension == "jpg"
+            || extension == "png"
+            || extension == "woff2"
+            || extension == "js"
+            || extension == "map"
+    }) {
         headers.insert_cache_control_immutable();
     }
 

crates/brk_state/src/outputs/mod.rs

@@ -70,7 +70,7 @@ impl<T> Outputs<T> {
             .collect::<Vec<_>>()
     }
 
-    pub fn as_mut_overlaping_vecs(&mut self) -> Vec<&mut T> {
+    pub fn as_mut_overlapping_vecs(&mut self) -> Vec<&mut T> {
         [&mut self.all]
             .into_iter()
             .chain(self.by_term.as_mut_vec())

crates/brk_vec/src/variants/eager.rs

@@ -1015,6 +1015,32 @@ where
 
         self.safe_flush(exit)
     }
+
+    pub fn compute_zscore(
+        &mut self,
+        max_from: I,
+        ratio: &impl AnyIterableVec<I, StoredF32>,
+        sma: &impl AnyIterableVec<I, StoredF32>,
+        sd: &impl AnyIterableVec<I, StoredF32>,
+        exit: &Exit,
+    ) -> Result<()>
+    where
+        T: From<StoredF32>,
+    {
+        let mut sma_iter = sma.iter();
+        let mut sd_iter = sd.iter();
+
+        self.compute_transform(
+            max_from,
+            ratio,
+            |(i, ratio, ..)| {
+                let sma = sma_iter.unwrap_get_inner(i);
+                let sd = sd_iter.unwrap_get_inner(i);
+                (i, T::from((ratio - sma) / sd))
+            },
+            exit,
+        )
+    }
 }
 
 impl EagerVec<DateIndex, Sats> {

websites/default/assets/pwa/2025-03-22_10-00-00/index.html

@@ -1,187 +0,0 @@
-<!doctype html>
-<html lang="en">
-  <head>
-    <link
-      rel="icon"
-      type="image/png"
-      sizes="196x196"
-      href="/assets/pwa/2025-03-22_10-00-00/favicon-196.png"
-    />
-    <link
-      rel="apple-touch-icon"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-icon-180.png"
-    />
-    <meta name="apple-mobile-web-app-capable" content="yes" />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2048-2732.jpg"
-      media="(device-width: 1024px) and (device-height: 1366px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2732-2048.jpg"
-      media="(device-width: 1024px) and (device-height: 1366px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1668-2388.jpg"
-      media="(device-width: 834px) and (device-height: 1194px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2388-1668.jpg"
-      media="(device-width: 834px) and (device-height: 1194px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1536-2048.jpg"
-      media="(device-width: 768px) and (device-height: 1024px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2048-1536.jpg"
-      media="(device-width: 768px) and (device-height: 1024px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1488-2266.jpg"
-      media="(device-width: 744px) and (device-height: 1133px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2266-1488.jpg"
-      media="(device-width: 744px) and (device-height: 1133px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1640-2360.jpg"
-      media="(device-width: 820px) and (device-height: 1180px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2360-1640.jpg"
-      media="(device-width: 820px) and (device-height: 1180px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1668-2224.jpg"
-      media="(device-width: 834px) and (device-height: 1112px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2224-1668.jpg"
-      media="(device-width: 834px) and (device-height: 1112px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1620-2160.jpg"
-      media="(device-width: 810px) and (device-height: 1080px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2160-1620.jpg"
-      media="(device-width: 810px) and (device-height: 1080px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1290-2796.jpg"
-      media="(device-width: 430px) and (device-height: 932px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2796-1290.jpg"
-      media="(device-width: 430px) and (device-height: 932px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1179-2556.jpg"
-      media="(device-width: 393px) and (device-height: 852px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2556-1179.jpg"
-      media="(device-width: 393px) and (device-height: 852px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1284-2778.jpg"
-      media="(device-width: 428px) and (device-height: 926px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2778-1284.jpg"
-      media="(device-width: 428px) and (device-height: 926px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1170-2532.jpg"
-      media="(device-width: 390px) and (device-height: 844px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2532-1170.jpg"
-      media="(device-width: 390px) and (device-height: 844px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1125-2436.jpg"
-      media="(device-width: 375px) and (device-height: 812px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2436-1125.jpg"
-      media="(device-width: 375px) and (device-height: 812px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1242-2688.jpg"
-      media="(device-width: 414px) and (device-height: 896px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2688-1242.jpg"
-      media="(device-width: 414px) and (device-height: 896px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-828-1792.jpg"
-      media="(device-width: 414px) and (device-height: 896px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1792-828.jpg"
-      media="(device-width: 414px) and (device-height: 896px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1242-2208.jpg"
-      media="(device-width: 414px) and (device-height: 736px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-2208-1242.jpg"
-      media="(device-width: 414px) and (device-height: 736px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-750-1334.jpg"
-      media="(device-width: 375px) and (device-height: 667px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1334-750.jpg"
-      media="(device-width: 375px) and (device-height: 667px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-640-1136.jpg"
-      media="(device-width: 320px) and (device-height: 568px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)"
-    />
-    <link
-      rel="apple-touch-startup-image"
-      href="/assets/pwa/2025-03-22_10-00-00/apple-splash-1136-640.jpg"
-      media="(device-width: 320px) and (device-height: 568px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)"
-    />
-  </head>
-  <body></body>
-</html>

websites/default/assets/pwa/index.html

@@ -1,5 +1,48 @@
-<!doctype html>
+<!DOCTYPE html>
 <html lang="en">
-  <head></head>
-  <body></body>
-</html>
+  <head>
+    <link rel="icon" type="image/png" sizes="196x196" href="favicon-196.png">
+    <link rel="apple-touch-icon" href="apple-icon-180.png">
+    <meta name="apple-mobile-web-app-capable" content="yes">
+    <link rel="apple-touch-startup-image" href="apple-splash-2048-2732.jpg" media="(device-width: 1024px) and (device-height: 1366px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2732-2048.jpg" media="(device-width: 1024px) and (device-height: 1366px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1668-2388.jpg" media="(device-width: 834px) and (device-height: 1194px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2388-1668.jpg" media="(device-width: 834px) and (device-height: 1194px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1536-2048.jpg" media="(device-width: 768px) and (device-height: 1024px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2048-1536.jpg" media="(device-width: 768px) and (device-height: 1024px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1640-2360.jpg" media="(device-width: 820px) and (device-height: 1180px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2360-1640.jpg" media="(device-width: 820px) and (device-height: 1180px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1668-2224.jpg" media="(device-width: 834px) and (device-height: 1112px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2224-1668.jpg" media="(device-width: 834px) and (device-height: 1112px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1620-2160.jpg" media="(device-width: 810px) and (device-height: 1080px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2160-1620.jpg" media="(device-width: 810px) and (device-height: 1080px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1488-2266.jpg" media="(device-width: 744px) and (device-height: 1133px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2266-1488.jpg" media="(device-width: 744px) and (device-height: 1133px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1320-2868.jpg" media="(device-width: 440px) and (device-height: 956px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2868-1320.jpg" media="(device-width: 440px) and (device-height: 956px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1206-2622.jpg" media="(device-width: 402px) and (device-height: 874px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2622-1206.jpg" media="(device-width: 402px) and (device-height: 874px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1290-2796.jpg" media="(device-width: 430px) and (device-height: 932px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2796-1290.jpg" media="(device-width: 430px) and (device-height: 932px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1179-2556.jpg" media="(device-width: 393px) and (device-height: 852px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2556-1179.jpg" media="(device-width: 393px) and (device-height: 852px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1170-2532.jpg" media="(device-width: 390px) and (device-height: 844px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2532-1170.jpg" media="(device-width: 390px) and (device-height: 844px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1284-2778.jpg" media="(device-width: 428px) and (device-height: 926px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2778-1284.jpg" media="(device-width: 428px) and (device-height: 926px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1125-2436.jpg" media="(device-width: 375px) and (device-height: 812px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2436-1125.jpg" media="(device-width: 375px) and (device-height: 812px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1242-2688.jpg" media="(device-width: 414px) and (device-height: 896px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2688-1242.jpg" media="(device-width: 414px) and (device-height: 896px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-828-1792.jpg" media="(device-width: 414px) and (device-height: 896px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1792-828.jpg" media="(device-width: 414px) and (device-height: 896px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1242-2208.jpg" media="(device-width: 414px) and (device-height: 736px) and (-webkit-device-pixel-ratio: 3) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-2208-1242.jpg" media="(device-width: 414px) and (device-height: 736px) and (-webkit-device-pixel-ratio: 3) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-750-1334.jpg" media="(device-width: 375px) and (device-height: 667px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1334-750.jpg" media="(device-width: 375px) and (device-height: 667px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+    <link rel="apple-touch-startup-image" href="apple-splash-640-1136.jpg" media="(device-width: 320px) and (device-height: 568px) and (-webkit-device-pixel-ratio: 2) and (orientation: portrait)">
+    <link rel="apple-touch-startup-image" href="apple-splash-1136-640.jpg" media="(device-width: 320px) and (device-height: 568px) and (-webkit-device-pixel-ratio: 2) and (orientation: landscape)">
+  </head>
+  <body>
+  </body>
+</html>