From 6e7f0a2af993b5d527ca902d96a659069d36425a Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Sun, 3 May 2026 19:15:01 +0100
Subject: [PATCH 01/22] counts for edges in and out

# Conflicts:
#	db4-storage/src/segments/node/segment.rs
---
 db4-storage/src/segments/mod.rs          | 20 ++++++++++++++++
 db4-storage/src/segments/node/segment.rs | 29 ++++++++++++++++--------
 2 files changed, 39 insertions(+), 10 deletions(-)

diff --git a/db4-storage/src/segments/mod.rs b/db4-storage/src/segments/mod.rs
index 222c8b2d71..a77ed3e4f3 100644
--- a/db4-storage/src/segments/mod.rs
+++ b/db4-storage/src/segments/mod.rs
@@ -160,6 +160,8 @@ pub struct SegmentContainer<T> {
     max_page_len: u32,
     properties: Properties,
     meta: Arc<Meta>,
+    out_count: usize, // used to count num edges
+    inb_count: usize, // used to count num edges
 }
 
 pub trait HasRow: Default + Send + Sync + Sized {
@@ -178,6 +180,8 @@ impl<T: HasRow> SegmentContainer<T> {
             max_page_len,
             properties: Default::default(),
             meta,
+            out_count: 0,
+            inb_count: 0,
         }
     }
 
@@ -190,6 +194,22 @@ impl<T: HasRow> SegmentContainer<T> {
         )
     }
 
+    pub fn inc_out_count(&mut self, i: usize) {
+        self.out_count += i;
+    }
+
+    pub fn inc_inb_count(&mut self, i: usize) {
+        self.inb_count += i;
+    }
+
+    pub fn out_count(&self) -> usize {
+        self.out_count
+    }
+
+    pub fn inb_count(&self) -> usize {
+        self.inb_count
+    }
+
     #[inline]
     pub fn est_size(&self) -> usize {
         // TODO: this is a rough estimate and should be improved
diff --git a/db4-storage/src/segments/node/segment.rs b/db4-storage/src/segments/node/segment.rs
index d556075f4e..7a57aa0598 100644
--- a/db4-storage/src/segments/node/segment.rs
+++ b/db4-storage/src/segments/node/segment.rs
@@ -261,11 +261,15 @@ impl MemNodeSegment {
         let layer = self.get_or_create_layer(layer_id);
         let est_size = layer.est_size();
 
-        let add_out = layer.reserve_local_row(src_pos);
-        let new_entry = add_out.is_new();
-        let add_out = add_out.inner();
-        let is_new_edge = add_out.adj.add_edge_out(dst, e_id.eid());
-        let row = add_out.row;
+        let (is_new_edge, row, new_entry) = {
+            let add_out = layer.reserve_local_row(src_pos);
+            let new_entry = add_out.is_new();
+            let add_out = add_out.inner();
+            let is_new_edge = add_out.adj.add_edge_out(dst, e_id.eid());
+            let row = add_out.row;
+            (is_new_edge, row, new_entry)
+        };
+        layer.inc_out_count(is_new_edge as usize);
         if let Some(t) = t {
             self.update_timestamp_inner(t, row, e_id);
         }
@@ -290,11 +294,16 @@ impl MemNodeSegment {
         let layer = self.get_or_create_layer(layer_id);
         let est_size = layer.est_size();
 
-        let add_in = layer.reserve_local_row(dst_pos);
-        let new_entry = add_in.is_new();
-        let add_in = add_in.inner();
-        let is_new_edge = add_in.adj.add_edge_into(src, e_id.eid());
-        let row = add_in.row;
+        let (is_new_edge, row, new_entry) = {
+            let add_in = layer.reserve_local_row(dst_pos);
+            let new_entry = add_in.is_new();
+            let add_in = add_in.inner();
+            let is_new_edge = add_in.adj.add_edge_into(src, e_id.eid());
+            let row = add_in.row;
+            (is_new_edge, row, new_entry)
+        };
+
+        layer.inc_inb_count(is_new_edge as usize);
 
         if let Some(t) = t {
             self.update_timestamp_inner(t, row, e_id);

From cbae4b7158e569829225fc0d8d8bc038dfb68479 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Tue, 5 May 2026 13:51:42 +0100
Subject: [PATCH 02/22] EventTime repr(C)

---
 raphtory-api/src/core/storage/timeindex.rs | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/raphtory-api/src/core/storage/timeindex.rs b/raphtory-api/src/core/storage/timeindex.rs
index 8bcef2bfc4..91c27ea030 100644
--- a/raphtory-api/src/core/storage/timeindex.rs
+++ b/raphtory-api/src/core/storage/timeindex.rs
@@ -1,3 +1,4 @@
+use bytemuck::{Pod, Zeroable};
 use chrono::{DateTime, Utc};
 use itertools::Itertools;
 use serde::{Deserialize, Serialize};
@@ -24,7 +25,10 @@ impl fmt::Display for TimeError {
 
 impl std::error::Error for TimeError {}
 
-#[derive(Debug, Copy, Clone, Serialize, Deserialize, PartialEq, Ord, PartialOrd, Eq, Hash)]
+#[derive(
+    Debug, Copy, Clone, Serialize, Deserialize, PartialEq, Ord, PartialOrd, Eq, Hash, Pod, Zeroable,
+)]
+#[repr(C)]
 pub struct EventTime(pub i64, pub usize);
 
 impl PartialEq<i64> for EventTime {
@@ -181,11 +185,11 @@ impl<'a, L: TimeIndexOps<'a>, R: TimeIndexOps<'a, IndexType = L::IndexType>> Tim
     }
 
     fn first(&self) -> Option<Self::IndexType> {
-        self.0.first().into_iter().chain(self.1.first()).min()
+        Iterator::min(self.0.first().into_iter().chain(self.1.first())) // rust-analyzer
     }
 
     fn last(&self) -> Option<Self::IndexType> {
-        self.0.last().into_iter().chain(self.1.last()).max()
+        Iterator::max(self.0.last().into_iter().chain(self.1.last())) // rust-analyzer
     }
 
     fn iter(self) -> impl Iterator<Item = Self::IndexType> + Send + Sync + 'a {

From 3467f82654e5f582726e9e091bf706caf4796890 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Fri, 8 May 2026 14:18:46 +0100
Subject: [PATCH 03/22] minor changes to support persistent-matrix

---
 db4-storage/src/gen_ts.rs         | 3 ++-
 db4-storage/src/properties/mod.rs | 6 ++++++
 db4-storage/src/segments/mod.rs   | 4 ++++
 3 files changed, 12 insertions(+), 1 deletion(-)

diff --git a/db4-storage/src/gen_ts.rs b/db4-storage/src/gen_ts.rs
index 60a432048e..c7027c8b73 100644
--- a/db4-storage/src/gen_ts.rs
+++ b/db4-storage/src/gen_ts.rs
@@ -1,11 +1,12 @@
 use crate::{NodeEntryRef, segments::additions::MemAdditions, utils::Iter3};
+use std::ops::Range;
+
 use raphtory_api::core::entities::LayerId;
 use raphtory_core::{
     entities::{ELID, LayerIds, layers::Multiple},
     storage::timeindex::{EventTime, TimeIndexOps},
 };
 use raphtory_itertools::FastMergeExt;
-use std::ops::Range;
 
 #[derive(Clone, Debug)]
 pub enum LayerIter<'a> {
diff --git a/db4-storage/src/properties/mod.rs b/db4-storage/src/properties/mod.rs
index 456d6f199f..bdccd66da7 100644
--- a/db4-storage/src/properties/mod.rs
+++ b/db4-storage/src/properties/mod.rs
@@ -38,6 +38,7 @@ pub struct Properties {
     has_properties: bool,
     has_deletions: bool,
     pub additions_count: usize,
+    pub deletions_count: usize,
 }
 
 pub(crate) struct PropMutEntry<'a> {
@@ -286,6 +287,10 @@ impl Properties {
         self.t_properties.len()
     }
 
+    pub fn deletions_count(&self) -> usize {
+        self.deletions_count
+    }
+
     pub fn num_updates(&self) -> usize {
         self.t_properties.len()
             + self
@@ -355,6 +360,7 @@ impl<'a> PropMutEntry<'a> {
         }
 
         self.properties.has_deletions = true;
+        self.properties.deletions_count += 1;
 
         let prop_timestamps = &mut self.properties.deletions[self.row];
         prop_timestamps.set(t, edge_id.unwrap_or_default());
diff --git a/db4-storage/src/segments/mod.rs b/db4-storage/src/segments/mod.rs
index a77ed3e4f3..9efd11bc84 100644
--- a/db4-storage/src/segments/mod.rs
+++ b/db4-storage/src/segments/mod.rs
@@ -246,6 +246,10 @@ impl<T: HasRow> SegmentContainer<T> {
         self.properties.t_len()
     }
 
+    pub fn deletions_len(&self) -> usize {
+        self.properties.deletions_count()
+    }
+
     /// Reserves a local row for the given item position.
     /// If the item position already exists, it returns a mutable reference to the existing item.
     /// Left variant indicates that the item was already present,

From 58a314466ff2dbb7d57831754dd38992ee9d78ca Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Fri, 8 May 2026 17:07:08 +0100
Subject: [PATCH 04/22] update Cargo.lock

# Conflicts:
#	Cargo.lock
---
 Cargo.lock | 2920 +++++++++++++++++++++++++++-------------------------
 1 file changed, 1531 insertions(+), 1389 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index b518abf163..e9274f938e 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -20,13 +20,13 @@ checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
 
 [[package]]
 name = "aes"
-version = "0.9.1"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1fc76eaeac4c9164506c466d4ffdd8ec9d0c5bf57ee97177c4d8eceb3a0e138"
+checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0"
 dependencies = [
+ "cfg-if",
  "cipher",
- "cpubits",
- "cpufeatures 0.3.0",
+ "cpufeatures 0.2.17",
 ]
 
 [[package]]
@@ -74,15 +74,6 @@ dependencies = [
  "alloc-no-stdlib",
 ]
 
-[[package]]
-name = "alloca"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5a7d05ea6aea7e9e64d25b9156ba2fee3fdd659e34e41063cd2fc7cd020d7f4"
-dependencies = [
- "cc",
-]
-
 [[package]]
 name = "allocator-api2"
 version = "0.2.21"
@@ -160,6 +151,15 @@ version = "1.0.102"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7f202df86484c868dbad7eaa557ef785d5c66295e41b460ef922eca0723b842c"
 
+[[package]]
+name = "arbitrary"
+version = "1.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3d036a3c4ab069c7b410a2ce876bd74808d2d0888a82667669f8e783a898bf1"
+dependencies = [
+ "derive_arbitrary",
+]
+
 [[package]]
 name = "arc-swap"
 version = "1.9.1"
@@ -189,9 +189,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "378530e55cd479eda3c14eb345310799717e6f76d0c332041e8487022166b471"
+checksum = "e4754a624e5ae42081f464514be454b39711daae0458906dacde5f4c632f33a8"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -210,9 +210,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a0ab212d2c1886e802f51c5212d78ebbcbb0bec980fff9dadc1eb8d45cd0b738"
+checksum = "f7b3141e0ec5145a22d8694ea8b6d6f69305971c4fa1c1a13ef0195aef2d678b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -224,9 +224,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cfd33d3e92f207444098c75b42de99d329562be0cf686b307b097cc52b4e999e"
+checksum = "4c8955af33b25f3b175ee10af580577280b4bd01f7e823d94c7cdef7cf8c9aef"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -235,7 +235,7 @@ dependencies = [
  "chrono",
  "chrono-tz 0.10.4",
  "half",
- "hashbrown 0.17.1",
+ "hashbrown 0.16.1",
  "num-complex",
  "num-integer",
  "num-traits",
@@ -243,9 +243,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-buffer"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c6cd424c2693bcdbc150d843dc9d4d137dd2de4782ce6df491ad11a3a0416c0"
+checksum = "c697ddca96183182f35b3a18e50b9110b11e916d7b7799cbfd4d34662f2c56c2"
 dependencies = [
  "bytes",
  "half",
@@ -255,9 +255,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c5aefb56a2c02e9e2b30746241058b85f8983f0fcff2ba0c6d09006e1cded7f"
+checksum = "646bbb821e86fd57189c10b4fcdaa941deaf4181924917b0daa92735baa6ada5"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -266,7 +266,7 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "atoi",
- "base64",
+ "base64 0.22.1",
  "chrono",
  "comfy-table",
  "half",
@@ -277,9 +277,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e94e8cf7e517657a52b91ea1263acf38c4ca62a84655d72458a3359b12ab97de"
+checksum = "8da746f4180004e3ce7b83c977daf6394d768332349d3d913998b10a120b790a"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -292,9 +292,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c88210023a2bfee1896af366309a3028fc3bcbd6515fa29a7990ee1baa08ee0"
+checksum = "1fdd994a9d28e6365aa78e15da3f3950c0fdcea6b963a12fa1c391afb637b304"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -305,9 +305,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "238438f0834483703d88896db6fe5a7138b2230debc31b34c0336c2996e3c64f"
+checksum = "abf7df950701ab528bf7c0cf7eeadc0445d03ef5d6ffc151eaae6b38a58feff1"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -315,22 +315,21 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "flatbuffers",
- "lz4_flex",
+ "lz4_flex 0.12.1",
  "zstd",
 ]
 
 [[package]]
 name = "arrow-json"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "205ca2119e6d679d5c133c6f30e68f027738d95ed948cf77677ea69c7800036b"
+checksum = "0ff8357658bedc49792b13e2e862b80df908171275f8e6e075c460da5ee4bf86"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-cast",
- "arrow-ord",
+ "arrow-data",
  "arrow-schema",
- "arrow-select",
  "chrono",
  "half",
  "indexmap 2.14.0",
@@ -346,9 +345,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bffd8fd2579286a5d63bac898159873e5094a79009940bcb42bbfce4f19f1d0"
+checksum = "f7d8f1870e03d4cbed632959498bcc84083b5a24bded52905ae1695bd29da45b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -359,9 +358,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bab5994731204603c73ba69267616c50f80780774c6bb0476f1f830625115e0c"
+checksum = "18228633bad92bff92a95746bbeb16e5fc318e8382b75619dec26db79e4de4c0"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -372,20 +371,20 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f633dbfdf39c039ada1bf9e34c694816eb71fbb7dc78f613993b7245e078a1ed"
+checksum = "8c872d36b7bf2a6a6a2b40de9156265f0242910791db366a2c17476ba8330d68"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
  "serde_core",
  "serde_json",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8cd065c54172ac787cf3f2f8d4107e0d3fdc26edba76fdf4f4cc170258942222"
+checksum = "68bf3e3efbd1278f770d67e5dc410257300b161b93baedb3aae836144edcaf4b"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -397,9 +396,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "29dd7cda3ab9692f43a2e4acc444d760cc17b12bb6d8232ddf64e9bab7c06b42"
+checksum = "85e968097061b3c0e9fe3079cf2e703e487890700546b5b0647f60fca1b5a8d8"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -432,9 +431,9 @@ dependencies = [
 
 [[package]]
 name = "async-compression"
-version = "0.4.42"
+version = "0.4.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e79b3f8a79cccc2898f31920fc69f304859b3bd567490f75ebf51ae1c792a9ac"
+checksum = "d0f9ee0f6e02ffd7ad5816e9464499fba7b3effd01123b515c41d1697c43dad1"
 dependencies = [
  "compression-codecs",
  "compression-core",
@@ -454,7 +453,7 @@ dependencies = [
  "async-io",
  "async-trait",
  "asynk-strim",
- "base64",
+ "base64 0.22.1",
  "bytes",
  "chrono",
  "fast_chemail",
@@ -547,7 +546,7 @@ dependencies = [
  "futures-lite",
  "parking",
  "polling",
- "rustix",
+ "rustix 1.1.4",
  "slab",
  "windows-sys 0.61.2",
 ]
@@ -571,13 +570,13 @@ checksum = "4df839a6643e1e3248733b01f229dc4f462d7256f808bbaf04cac40739b345c2"
 dependencies = [
  "async-openai-macros",
  "backoff",
- "base64",
+ "base64 0.22.1",
  "bytes",
  "derive_builder",
  "eventsource-stream",
  "futures",
- "rand 0.8.6",
- "reqwest 0.12.28",
+ "rand 0.8.5",
+ "reqwest",
  "reqwest-eventsource",
  "secrecy",
  "serde",
@@ -611,6 +610,28 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "async-stream"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b5a71a6f37880a80d1d7f19efd781e4b5de42c88f0722cc13bcb6cc2cfe8476"
+dependencies = [
+ "async-stream-impl",
+ "futures-core",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "async-stream-impl"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "async-trait"
 version = "0.1.89"
@@ -658,15 +679,15 @@ checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
 
 [[package]]
 name = "autocfg"
-version = "1.5.1"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2032f911046de80f0a198e0901378627c33f59ea0ac00e363d481118bd70a53"
+checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
 [[package]]
 name = "aws-lc-rs"
-version = "1.17.0"
+version = "1.16.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ec2f1fc3ec205783a5da9a7e6c1509cc69dedf09a1949e412c1e18469326d00"
+checksum = "a054912289d18629dc78375ba2c3726a3afe3ff71b4edba9dedfca0e3446d1fc"
 dependencies = [
  "aws-lc-sys",
  "untrusted 0.7.1",
@@ -675,9 +696,9 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-sys"
-version = "0.41.0"
+version = "0.39.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a2f9779ce85b93ab6170dd940ad0169b5766ff848247aff13bb788b832fe3f4"
+checksum = "83a25cf98105baa966497416dbd42565ce3a8cf8dbfd59803ec9ad46f3126399"
 dependencies = [
  "cc",
  "cmake",
@@ -685,13 +706,40 @@ dependencies = [
  "fs_extra",
 ]
 
+[[package]]
+name = "axum"
+version = "0.7.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "edca88bc138befd0323b20752846e6587272d3b03b0343c8ea28a6f819e6e71f"
+dependencies = [
+ "async-trait",
+ "axum-core 0.4.5",
+ "bytes",
+ "futures-util",
+ "http",
+ "http-body",
+ "http-body-util",
+ "itoa",
+ "matchit 0.7.3",
+ "memchr",
+ "mime",
+ "percent-encoding",
+ "pin-project-lite",
+ "rustversion",
+ "serde",
+ "sync_wrapper",
+ "tower 0.5.3",
+ "tower-layer",
+ "tower-service",
+]
+
 [[package]]
 name = "axum"
 version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "31b698c5f9a010f6573133b09e0de5408834d0c82f8d7475a89fc1867a71cd90"
 dependencies = [
- "axum-core",
+ "axum-core 0.5.6",
  "bytes",
  "form_urlencoded",
  "futures-util",
@@ -701,7 +749,7 @@ dependencies = [
  "hyper",
  "hyper-util",
  "itoa",
- "matchit",
+ "matchit 0.8.4",
  "memchr",
  "mime",
  "percent-encoding",
@@ -712,12 +760,32 @@ dependencies = [
  "serde_urlencoded",
  "sync_wrapper",
  "tokio",
- "tower",
+ "tower 0.5.3",
  "tower-layer",
  "tower-service",
  "tracing",
 ]
 
+[[package]]
+name = "axum-core"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "09f2bd6146b97ae3359fa0cc6d6b376d9539582c7b4220f041a33ec24c226199"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "futures-util",
+ "http",
+ "http-body",
+ "http-body-util",
+ "mime",
+ "pin-project-lite",
+ "rustversion",
+ "sync_wrapper",
+ "tower-layer",
+ "tower-service",
+]
+
 [[package]]
 name = "axum-core"
 version = "0.5.6"
@@ -747,16 +815,31 @@ dependencies = [
  "getrandom 0.2.17",
  "instant",
  "pin-project-lite",
- "rand 0.8.6",
+ "rand 0.8.5",
  "tokio",
 ]
 
+[[package]]
+name = "base64"
+version = "0.21.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567"
+
 [[package]]
 name = "base64"
 version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
+[[package]]
+name = "base64-compat"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a8d4d2746f89841e49230dd26917df1876050f95abafafbe34f47cb534b88d7"
+dependencies = [
+ "byteorder",
+]
+
 [[package]]
 name = "bigdecimal"
 version = "0.4.10"
@@ -780,6 +863,26 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "bincode"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "36eaf5d7b090263e8150820482d5d93cd964a81e4019913c972f4edcc6edb740"
+dependencies = [
+ "bincode_derive",
+ "serde",
+ "unty",
+]
+
+[[package]]
+name = "bincode_derive"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bf95709a440f45e986983918d0e8a1f30a9b1df04918fc828670606804ac3c09"
+dependencies = [
+ "virtue",
+]
+
 [[package]]
 name = "bit-set"
 version = "0.8.0"
@@ -795,12 +898,6 @@ version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7"
 
-[[package]]
-name = "bitflags"
-version = "1.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
-
 [[package]]
 name = "bitflags"
 version = "2.11.1"
@@ -837,20 +934,20 @@ version = "0.10.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "46502ad458c9a52b69d4d4d32775c788b7a1b85e8bc9d482d92250fc0e3f8efe"
 dependencies = [
- "digest 0.10.7",
+ "digest",
 ]
 
 [[package]]
 name = "blake3"
-version = "1.8.5"
+version = "1.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0aa83c34e62843d924f905e0f5c866eb1dd6545fc4d719e803d9ba6030371fce"
+checksum = "4d2d5991425dfd0785aed03aedcf0b321d61975c9b5b3689c774a2610ae0b51e"
 dependencies = [
  "arrayref",
  "arrayvec",
  "cc",
  "cfg-if",
- "constant_time_eq",
+ "constant_time_eq 0.4.2",
  "cpufeatures 0.3.0",
 ]
 
@@ -863,16 +960,6 @@ dependencies = [
  "generic-array",
 ]
 
-[[package]]
-name = "block-buffer"
-version = "0.12.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cdd35008169921d80bc60d3d0ab416eecb028c4cd653352907921d95084790be"
-dependencies = [
- "hybrid-array",
- "zeroize",
-]
-
 [[package]]
 name = "bon"
 version = "3.9.1"
@@ -925,43 +1012,11 @@ dependencies = [
  "alloc-stdlib",
 ]
 
-[[package]]
-name = "bs58"
-version = "0.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf88ba1141d185c399bee5288d850d63b8369520c1eafc32a0430b5b6c287bf4"
-dependencies = [
- "tinyvec",
-]
-
 [[package]]
 name = "bumpalo"
-version = "3.20.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72f5acc6cb2ba439de613abc23857ec3d78374d8ed5ac84e9d11336e87da8649"
-
-[[package]]
-name = "bytecheck"
-version = "0.8.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0caa33a2c0edca0419d15ac723dff03f1956f7978329b1e3b5fdaaaed9d3ca8b"
-dependencies = [
- "bytecheck_derive",
- "ptr_meta",
- "rancor",
- "simdutf8",
-]
-
-[[package]]
-name = "bytecheck_derive"
-version = "0.8.2"
+version = "3.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89385e82b5d1821d2219e0b095efa2cc1f246cbf99080f3be46a1a85c0d392d9"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
+checksum = "5d20789868f4b01b2f2caec9f5c4e0213b41e3e5702a50157d699ae31ced2fcb"
 
 [[package]]
 name = "bytemuck"
@@ -1000,11 +1055,31 @@ dependencies = [
 
 [[package]]
 name = "bzip2"
-version = "0.6.1"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bdb116a6ef3f6c3698828873ad02c3014b3c85cadb88496095628e3ef1e347f8"
+dependencies = [
+ "bzip2-sys",
+ "libc",
+]
+
+[[package]]
+name = "bzip2"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49ecfb22d906f800d4fe833b6282cf4dc1c298f5057ca0b5445e5c209735ca47"
+dependencies = [
+ "bzip2-sys",
+]
+
+[[package]]
+name = "bzip2-sys"
+version = "0.1.13+1.0.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3a53fac24f34a81bc9954b5d6cfce0c21e18ec6959f44f56e8e90e4bb7c346c"
+checksum = "225bff33b2141874fe80d71e07d6eec4f85c5c216453dd96388240f96e1acc14"
 dependencies = [
- "libbz2-rs-sys",
+ "cc",
+ "pkg-config",
 ]
 
 [[package]]
@@ -1015,9 +1090,9 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
 [[package]]
 name = "cc"
-version = "1.2.62"
+version = "1.2.60"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1dce859f0832a7d088c4f1119888ab94ef4b5d6795d1ce05afb7fe159d79f98"
+checksum = "43c5703da9466b66a946814e1adf53ea2c90f10063b86290cc9eb67ce3478a20"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -1025,15 +1100,6 @@ dependencies = [
  "shlex",
 ]
 
-[[package]]
-name = "cedarwood"
-version = "0.4.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d910bedd62c24733263d0bed247460853c9d22e8956bd4cd964302095e04e90"
-dependencies = [
- "smallvec",
-]
-
 [[package]]
 name = "census"
 version = "0.4.2"
@@ -1052,17 +1118,6 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
-[[package]]
-name = "chacha20"
-version = "0.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6f8d983286843e49675a4b7a2d174efe136dc93a18d69130dd18198a6c167601"
-dependencies = [
- "cfg-if",
- "cpufeatures 0.3.0",
- "rand_core 0.10.1",
-]
-
 [[package]]
 name = "chrono"
 version = "0.4.44"
@@ -1106,7 +1161,7 @@ checksum = "433e39f13c9a060046954e0592a8d0a4bcb1040125cbf91cb8ee58964cfb350f"
 dependencies = [
  "parse-zoneinfo",
  "phf 0.11.3",
- "phf_codegen 0.11.3",
+ "phf_codegen",
 ]
 
 [[package]]
@@ -1138,19 +1193,64 @@ dependencies = [
 
 [[package]]
 name = "cipher"
-version = "0.5.2"
+version = "0.4.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8cf2a2c93cd704877c0858356ed03480ff301ee950b43f1cbe4573b088bfa6c"
+checksum = "773f3b9af64447d2ce9850330c473515014aa235e6a783b02db81ff39e4a3dad"
 dependencies = [
- "crypto-common 0.2.2",
+ "crypto-common",
  "inout",
 ]
 
+[[package]]
+name = "clam-core"
+version = "0.18.0"
+dependencies = [
+ "ahash",
+ "arrow",
+ "async-trait",
+ "chrono",
+ "chrono-tz 0.10.4",
+ "comfy-table",
+ "criterion",
+ "db4-storage",
+ "either",
+ "env_logger 0.10.2",
+ "fastrand",
+ "flate2",
+ "insta",
+ "itertools 0.13.0",
+ "log",
+ "nom 7.1.3",
+ "optd-core",
+ "parking_lot",
+ "proptest",
+ "pyo3",
+ "raphtory",
+ "raphtory-api",
+ "raphtory-itertools",
+ "raphtory-storage",
+ "rayon",
+ "regex",
+ "roaring 0.10.12",
+ "rustyline",
+ "serde",
+ "serde_json",
+ "slotmap",
+ "snb",
+ "tempfile",
+ "thiserror 2.0.18",
+ "tikv-jemallocator",
+ "tokio",
+ "tracing",
+ "tracing-test",
+ "uuid",
+]
+
 [[package]]
 name = "clap"
-version = "4.6.1"
+version = "4.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ddb117e43bbf7dacf0a4190fef4d345b9bad68dfc649cb349e7d17d28428e51"
+checksum = "b193af5b67834b676abd72466a96c1024e6a6ad978a1f484bd90b85c94041351"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -1170,9 +1270,9 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.6.1"
+version = "4.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2ce8604710f6733aa641a2b3731eaa1e8b3d9973d5e3565da11800813f997a9"
+checksum = "1110bd8a634a1ab8cb04345d8d878267d57c3cf1b38d91b71af6686408bbca6a"
 dependencies = [
  "heck 0.5.0",
  "proc-macro2",
@@ -1186,6 +1286,15 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c8d4a3bb8b1e0c1050499d1815f5ab16d04f0959b233085fb31653fbfc9d98f9"
 
+[[package]]
+name = "clipboard-win"
+version = "5.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bde03770d3df201d4fb868f2c9c59e66a3e4e2bd06692a0fe701e7103c7e84d4"
+dependencies = [
+ "error-code",
+]
+
 [[package]]
 name = "cmake"
 version = "0.1.58"
@@ -1195,43 +1304,28 @@ dependencies = [
  "cc",
 ]
 
-[[package]]
-name = "cmov"
-version = "0.5.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c9ea0ac24bc397ab3c98583a3c9ba74fa56b09a4449bbe172b9b1ddb016027a"
-
 [[package]]
 name = "colorchoice"
 version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d07550c9036bf2ae0c684c4297d503f838287c83c53686d05370d0e139ae570"
 
-[[package]]
-name = "combine"
-version = "4.6.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba5a308b75df32fe02788e748662718f03fde005016435c444eea572398219fd"
-dependencies = [
- "bytes",
- "memchr",
-]
-
 [[package]]
 name = "comfy-table"
 version = "7.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "958c5d6ecf1f214b4c2bbbbf6ab9523a864bd136dcf71a7e8904799acfe1ad47"
 dependencies = [
+ "crossterm",
  "unicode-segmentation",
- "unicode-width",
+ "unicode-width 0.2.2",
 ]
 
 [[package]]
 name = "compression-codecs"
-version = "0.4.38"
+version = "0.4.37"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce2548391e9c1929c21bf6aa2680af86fe4c1b33e6cea9ac1cfeec0bd11218cf"
+checksum = "eb7b51a7d9c967fc26773061ba86150f19c50c0d65c887cb1fbe295fd16619b7"
 dependencies = [
  "brotli",
  "compression-core",
@@ -1243,9 +1337,9 @@ dependencies = [
 
 [[package]]
 name = "compression-core"
-version = "0.4.32"
+version = "0.4.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc14f565cf027a105f7a44ccf9e5b424348421a1d8952a8fc9d499d313107789"
+checksum = "75984efb6ed102a0d42db99afb6c1948f0380d1d91808d5529916e6c08b49d8d"
 
 [[package]]
 name = "concurrent-queue"
@@ -1258,29 +1352,39 @@ dependencies = [
 
 [[package]]
 name = "config"
-version = "0.15.23"
+version = "0.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f316c6237b2d38be61949ecd15268a4c6ca32570079394a2444d9ce2c72a72d8"
+checksum = "68578f196d2a33ff61b27fae256c3164f65e36382648e30666dde05b8cc9dfdf"
 dependencies = [
  "async-trait",
  "convert_case",
  "json5",
+ "nom 7.1.3",
  "pathdiff",
  "ron",
  "rust-ini",
- "serde-untagged",
- "serde_core",
+ "serde",
  "serde_json",
  "toml",
- "winnow",
  "yaml-rust2",
 ]
 
+[[package]]
+name = "console"
+version = "0.16.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d64e8af5551369d19cf50138de61f1c42074ab970f74e99be916646777f8fc87"
+dependencies = [
+ "encode_unicode",
+ "libc",
+ "windows-sys 0.61.2",
+]
+
 [[package]]
 name = "const-oid"
-version = "0.10.2"
+version = "0.9.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a6ef517f0926dd24a1582492c791b6a4818a4d94e789a334894aa15b0d12f55c"
+checksum = "c2459377285ad874054d797f3ccebf984978aa39129f6eafde5cdc8315b612f8"
 
 [[package]]
 name = "const-random"
@@ -1302,6 +1406,12 @@ dependencies = [
  "tiny-keccak",
 ]
 
+[[package]]
+name = "constant_time_eq"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7c74b8349d32d297c9134b8c88677813a227df8f779daa29bfc29c183fe3dca6"
+
 [[package]]
 name = "constant_time_eq"
 version = "0.4.2"
@@ -1343,12 +1453,6 @@ version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
-[[package]]
-name = "cpubits"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15b85f9c39137c3a891689859392b1bd49812121d0d61c9caf00d46ed5ce06ae"
-
 [[package]]
 name = "cpufeatures"
 version = "0.2.17"
@@ -1368,34 +1472,50 @@ dependencies = [
 ]
 
 [[package]]
-name = "crc32fast"
-version = "1.5.0"
+name = "crc"
+version = "3.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9481c1c90cbf2ac953f07c8d4a58aa3945c425b7185c9154d67a65e4230da511"
+checksum = "5eb8a2a1cd12ab0d987a5d5e825195d372001a4094a0376319d5a0ad71c1ba0d"
 dependencies = [
- "cfg-if",
+ "crc-catalog",
 ]
 
 [[package]]
-name = "criterion"
-version = "0.8.2"
+name = "crc-catalog"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "950046b2aa2492f9a536f5f4f9a3de7b9e2476e575e05bd6c333371add4d98f3"
+checksum = "19d374276b40fb8bbdee95aef7c7fa6b5316ec764510eb64b8dd0e2ed0d7e7f5"
+
+[[package]]
+name = "crc32fast"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9481c1c90cbf2ac953f07c8d4a58aa3945c425b7185c9154d67a65e4230da511"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "criterion"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2b12d017a929603d80db1831cd3a24082f8137ce19c69e6447f54f5fc8d692f"
 dependencies = [
- "alloca",
  "anes",
  "cast",
  "ciborium",
  "clap",
  "criterion-plot",
- "itertools 0.13.0",
+ "is-terminal",
+ "itertools 0.10.5",
  "num-traits",
+ "once_cell",
  "oorandom",
- "page_size",
  "plotters",
  "rayon",
  "regex",
  "serde",
+ "serde_derive",
  "serde_json",
  "tinytemplate",
  "walkdir",
@@ -1403,12 +1523,12 @@ dependencies = [
 
 [[package]]
 name = "criterion-plot"
-version = "0.8.2"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8d80a2f4f5b554395e47b5d8305bc3d27813bacb73493eb1001e8f76dae29ea"
+checksum = "6b50826342786a51a89e2da3a28f1c32b06e387201bc2d19791f622c673706b1"
 dependencies = [
  "cast",
- "itertools 0.13.0",
+ "itertools 0.10.5",
 ]
 
 [[package]]
@@ -1465,28 +1585,42 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
 
 [[package]]
-name = "crunchy"
-version = "0.2.4"
+name = "crossterm"
+version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
+checksum = "d8b9f2e4c67f833b660cdb0a3523065869fb35570177239812ed4c905aeff87b"
+dependencies = [
+ "bitflags",
+ "crossterm_winapi",
+ "document-features",
+ "parking_lot",
+ "rustix 1.1.4",
+ "winapi",
+]
 
 [[package]]
-name = "crypto-common"
-version = "0.1.7"
+name = "crossterm_winapi"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78c8292055d1c1df0cce5d180393dc8cce0abec0a7102adb6c7b1eef6016d60a"
+checksum = "acdd7c62a3665c7f6830a51635d9ac9b23ed385797f70a83bb8bafe9c572ab2b"
 dependencies = [
- "generic-array",
- "typenum",
+ "winapi",
 ]
 
+[[package]]
+name = "crunchy"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
+
 [[package]]
 name = "crypto-common"
-version = "0.2.2"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce6e4c961d6cd6c9a86db418387425e8bdeaf05b3c8bc1411e6dca4c252f1453"
+checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
 dependencies = [
- "hybrid-array",
+ "generic-array",
+ "typenum",
 ]
 
 [[package]]
@@ -1510,21 +1644,6 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "ctutils"
-version = "0.4.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d5515a3834141de9eafb9717ad39eea8247b5674e6066c404e8c4b365d2a29e"
-dependencies = [
- "cmov",
-]
-
-[[package]]
-name = "daachorse"
-version = "2.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "db756b5eb7d81d31f31f660f4132f8cf5698de52fca144c143d0ae0cbb5f2e06"
-
 [[package]]
 name = "darling"
 version = "0.20.11"
@@ -1596,9 +1715,9 @@ dependencies = [
 
 [[package]]
 name = "dashmap"
-version = "6.2.1"
+version = "6.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6361d5c062261c78a176addb82d4c821ae42bed6089de0e12603cd25de2059c"
+checksum = "5041cc499144891f3790297212f32a74fb938e5136a14943f338ef9e0ae276cf"
 dependencies = [
  "cfg-if",
  "crossbeam-utils",
@@ -1612,15 +1731,15 @@ dependencies = [
 
 [[package]]
 name = "data-encoding"
-version = "2.11.0"
+version = "2.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4ae5f15dda3c708c0ade84bfee31ccab44a3da4f88015ed22f63732abe300c8"
+checksum = "d7a1e2f27636f116493b8b860f5546edb47c8d8f8ea73e1d2a20be88e28d1fea"
 
 [[package]]
 name = "datafusion"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93db0e623840612f7f2cd757f7e8a8922064192363732c88692e0870016e141b"
+checksum = "7541353e77dc7262b71ca27be07d8393661737e3a73b5d1b1c6f7d814c64fa2a"
 dependencies = [
  "arrow",
  "arrow-schema",
@@ -1667,9 +1786,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37cefde60b26a7f4ff61e9d2ff2833322f91df2b568d7238afe67bde5bdffb66"
+checksum = "9997731f90fa5398ef831ad0e69600f92c861b79c0d38bd1a29b6f0e3a0ce4c8"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1692,9 +1811,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17e112307715d6a7a331111a4c2330ff54bc237183511c319e3708a4cff431fb"
+checksum = "2b30a3dd50dec860c9559275c8d97d9de602e611237a6ecfbda0b3b63b872352"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1715,9 +1834,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d72a11ca44a95e1081870d3abb80c717496e8a7acb467a1d3e932bb636af5cc2"
+checksum = "d551054acec0398ca604512310b77ce05c46f66e54b54d48200a686e385cca4e"
 dependencies = [
  "ahash",
  "arrow",
@@ -1726,7 +1845,6 @@ dependencies = [
  "half",
  "hashbrown 0.16.1",
  "indexmap 2.14.0",
- "itertools 0.14.0",
  "libc",
  "log",
  "object_store",
@@ -1738,9 +1856,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89f4afaed29670ec4fd6053643adc749fe3f4bc9d1ce1b8c5679b22c67d12def"
+checksum = "567d40e285f5b79f8737b576605721cd6c1133b5d2b00bdbd5d9838d90d0812f"
 dependencies = [
  "futures",
  "log",
@@ -1749,9 +1867,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e9fb386e1691355355a96419978a0022b7947b44d4a24a6ea99f00b6b485cbb6"
+checksum = "27d2668f51b3b30befae2207472569e37807fdedd1d14da58acc6f8ca6257eae"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1778,9 +1896,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-arrow"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ffa6c52cfed0734c5f93754d1c0175f558175248bf686c944fb05c373e5fc096"
+checksum = "e02e1b3e3a8ec55f1f62de4252b0407c8567363d056078769a197e24fc834a0f"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -1802,9 +1920,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-csv"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "503f29e0582c1fc189578d665ff57d9300da1f80c282777d7eb67bb79fb8cdca"
+checksum = "b559d7bf87d4f900f847baba8509634f838d9718695389e903604cdcccdb01f3"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1825,9 +1943,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e33804749abc8d0c8cb7473228483cb8070e524c6f6086ee1b85a64debe2b3d2"
+checksum = "250e2d7591ba8b638f063854650faa40bca4e8bd4059b2ece8836f6388d02db4"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1842,31 +1960,27 @@ dependencies = [
  "datafusion-session",
  "futures",
  "object_store",
- "serde_json",
  "tokio",
- "tokio-stream",
 ]
 
 [[package]]
 name = "datafusion-doc"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8de6ac0df1662b9148ad3c987978b32cbec7c772f199b1d53520c8fa764a87ee"
+checksum = "b9496cb0db222dbb9a3735760ceca7fc56f35e1d5502c38d0caa77a81e9c1f6a"
 
 [[package]]
 name = "datafusion-execution"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c03c7fbdaefcca4ef6ffe425a5fc2325763bfb426599bb0bf4536466efabe709"
+checksum = "dc45d23c516ed8d3637751e44e09e21b45b3f58b473c802dddd1f1ad4fe435ff"
 dependencies = [
  "arrow",
- "arrow-buffer",
  "async-trait",
  "chrono",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
- "datafusion-physical-expr-common",
  "futures",
  "log",
  "object_store",
@@ -1878,9 +1992,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "574b9b6977fedbd2a611cbff12e5caf90f31640ad9dc5870f152836d94bad0dd"
+checksum = "63dd30526d2db4fda6440806a41e4676334a94bc0596cc9cc2a0efed20ef2c44"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1900,9 +2014,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d7c3adf3db8bf61e92eb90cb659c8e8b734593a8f7c8e12a843c7ddba24b87e"
+checksum = "1b486b5f6255d40976b88bb83813b0d035a8333e0ec39864824e78068cf42fa6"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -1913,13 +2027,13 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f28aa4e10384e782774b10e72aca4d93ef7b31aa653095d9d4536b0a3dbc51b6"
+checksum = "07356c94118d881130dd0ffbff127540407d969c8978736e324edcd6c41cd48f"
 dependencies = [
  "arrow",
  "arrow-buffer",
- "base64",
+ "base64 0.22.1",
  "blake2",
  "blake3",
  "chrono",
@@ -1934,20 +2048,19 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "md-5",
- "memchr",
  "num-traits",
  "rand 0.9.4",
  "regex",
- "sha2 0.10.9",
+ "sha2",
  "unicode-segmentation",
  "uuid",
 ]
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00aa6217e56098ba84e0a338176fe52f0a84cca398021512c6c8c5eff806d0ad"
+checksum = "b644f9cf696df9233ce6958b9807666d78563b56f923267474dd6c07795f1f8f"
 dependencies = [
  "ahash",
  "arrow",
@@ -1961,15 +2074,14 @@ dependencies = [
  "datafusion-physical-expr-common",
  "half",
  "log",
- "num-traits",
  "paste",
 ]
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b511250349407db7c43832ab2de63f5557b19a20dfd236b39ca2c04468b50d47"
+checksum = "c1de2deaaabe8923ce9ea9f29c47bbb4ee14f67ea2fe1ab5398d9bbebcf86e56"
 dependencies = [
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  "arrow",
@@ -1980,9 +2092,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef13a858e20d50f0a9bb5e96e7ac82b4e7597f247515bccca4fdd2992df0212a"
+checksum = "552f8d92e4331ee91d23c02d12bb6acf32cbfd5215117e01c0fb63cd4b15af1a"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -1996,18 +2108,16 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-macros",
  "datafusion-physical-expr-common",
- "hashbrown 0.16.1",
  "itertools 0.14.0",
- "itoa",
  "log",
  "paste",
 ]
 
 [[package]]
 name = "datafusion-functions-table"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72b40d3f5bbb3905f9ccb1ce9485a9595c77b69758a7c24d3ba79e334ff51e7e"
+checksum = "970fd0cdd3df8802b9a9975ff600998289ba9d46682a4f7285cba4820c9ada78"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2021,9 +2131,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4e88ec9d57c9b685d02f58bfee7be62d72610430ddcedb82a08e5d9925dbfb6"
+checksum = "40b4c21a7c8a986a1866c0a87ab756d0bbf7b5f41f306009fa2d9af79c52ed31"
 dependencies = [
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  "datafusion-common",
@@ -2039,9 +2149,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8307bb93519b1a91913723a1130cfafeee3f72200d870d88e91a6fc5470ede5c"
+checksum = "b1210ad73b8b3211aeaf4a42bef9bd7a2b7fce3ec119a478831f18c6ff7f7b93"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -2049,9 +2159,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2e367e6a71051d0ebdd29b2f85d12059b38b1d1f172c6906e80016da662226bd"
+checksum = "aaa566a963013a38681ad82a727a654bc7feb19632426aea8c3412d415d200c5"
 dependencies = [
  "datafusion-doc",
  "quote",
@@ -2060,9 +2170,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-optimizer"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e929015451a67f77d9d8b727b2bf3a40c4445fdef6cdc53281d7d97c76888ace"
+checksum = "ff9aa82b240252a88dee118372f9b9757c545ab9e53c0736bebab2e7da0ef1f2"
 dependencies = [
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  "chrono",
@@ -2079,9 +2189,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b1e68aba7a4b350401cfdf25a3d6f989ad898a7410164afe9ca52080244cb59"
+checksum = "7d48022b8af9988c1d852644f9e8b5584c490659769a550c5e8d39457a1da0a5"
 dependencies = [
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  "arrow",
@@ -2096,15 +2206,15 @@ dependencies = [
  "itertools 0.14.0",
  "parking_lot",
  "paste",
- "petgraph",
+ "petgraph 0.8.3",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-physical-expr-adapter"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea22315f33cf2e0adc104e8ec42e285f6ed93998d565c65e82fec6a9ee9f9db4"
+checksum = "ae7a8abc0b4fe624000972a9b145b30b7f1b680bffaa950ea53f78d9b21c27c3"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2117,9 +2227,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b04b45ea8ad3ac2d78f2ea2a76053e06591c9629c7a603eda16c10649ecf4362"
+checksum = "147253ca3e6b9d59c162de64c02800973018660e13340dd1886dd038d17ac429"
 dependencies = [
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  "arrow",
@@ -2134,9 +2244,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7cb13397809a425918f608dfe8653f332015a3e330004ab191b4404187238b95"
+checksum = "689156bb2282107b6239db8d7ef44b4dab10a9b33d3491a0c74acac5e4fedd72"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2152,9 +2262,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5edc023675791af9d5fb4cc4c24abf5f7bd3bd4dcf9e5bd90ea1eff6976dcc79"
+checksum = "68253dc0ee5330aa558b2549c9b0da5af9fc17d753ae73022939014ad616fc28"
 dependencies = [
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@@ -2176,7 +2286,6 @@ dependencies = [
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  "itertools 0.14.0",
  "log",
- "num-traits",
  "parking_lot",
  "pin-project-lite",
  "tokio",
@@ -2184,9 +2293,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-pruning"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac8c76860e355616555081cab5968cec1af7a80701ff374510860bcd567e365a"
+checksum = "0fcad240a54d0b1d3e8f668398900260a53122d522b2102ab57218590decacd6"
 dependencies = [
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  "datafusion-common",
@@ -2201,9 +2310,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-session"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5412111aa48e2424ba926112e192f7a6b7e4ccb450145d25ce5ede9f19dc491e"
+checksum = "f58e83a68bb67007a8fcbf005c44cefe441270c7ee7f6dee10c0e0109b556f6d"
 dependencies = [
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  "datafusion-common",
@@ -2215,28 +2324,21 @@ dependencies = [
 
 [[package]]
 name = "datafusion-sql"
-version = "53.1.0"
+version = "52.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa0d133ddf8b9b3b872acac900157f783e7b879fe9a6bccf389abebbfac45ec1"
+checksum = "be53e9eb55db0fbb8980bb6d87f2435b0524acf4c718ed54a57cabbb299b2ab3"
 dependencies = [
  "arrow",
  "bigdecimal",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
- "datafusion-functions-nested",
  "indexmap 2.14.0",
  "log",
  "regex",
  "sqlparser",
 ]
 
-[[package]]
-name = "datasketches"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c286de4e81ea2590afc24d754e0f83810c566f50a1388fa75ebd57928c0d9745"
-
 [[package]]
 name = "db4-graph"
 version = "0.18.0"
@@ -2260,7 +2362,7 @@ dependencies = [
  "dashmap",
  "either",
  "iter-enum",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "lock_api",
  "once_cell",
  "parking_lot",
@@ -2338,9 +2440,9 @@ dependencies = [
 
 [[package]]
 name = "der"
-version = "0.8.0"
+version = "0.7.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "71fd89660b2dc699704064e59e9dba0147b903e85319429e131620d022be411b"
+checksum = "e7c1832837b905bbfb5101e07cc24c8deddf52f93225eee6ead5f4d63d53ddcb"
 dependencies = [
  "const-oid",
 ]
@@ -2355,6 +2457,17 @@ dependencies = [
  "serde_core",
 ]
 
+[[package]]
+name = "derive_arbitrary"
+version = "1.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e567bd82dcff979e4b03460c307b3cdc9e96fde3d73bed1496d2bc75d9dd62a"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "derive_builder"
 version = "0.20.2"
@@ -2436,24 +2549,11 @@ version = "0.10.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
 dependencies = [
- "block-buffer 0.10.4",
- "crypto-common 0.1.7",
+ "block-buffer",
+ "crypto-common",
  "subtle",
 ]
 
-[[package]]
-name = "digest"
-version = "0.11.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1dd6dbb5841937940781866fa1281a1ff7bd3bf827091440879f9994983d5c2"
-dependencies = [
- "block-buffer 0.12.0",
- "const-oid",
- "crypto-common 0.2.2",
- "ctutils",
- "zeroize",
-]
-
 [[package]]
 name = "dirs"
 version = "6.0.0"
@@ -2501,12 +2601,27 @@ dependencies = [
  "const-random",
 ]
 
+[[package]]
+name = "document-features"
+version = "0.2.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d4b8a88685455ed29a21542a33abd9cb6510b6b129abadabdcef0f4c55bc8f61"
+dependencies = [
+ "litrs",
+]
+
 [[package]]
 name = "dotenv"
 version = "0.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "77c90badedccf4105eca100756a0b1289e191f6fcbdadd3cee1d2f614f97da8f"
 
+[[package]]
+name = "downcast-rs"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "75b325c5dbd37f80359721ad39aca5a29fb04c89279657cffdda8736d0c0b9d2"
+
 [[package]]
 name = "downcast-rs"
 version = "2.0.2"
@@ -2536,9 +2651,8 @@ checksum = "d0881ea181b1df73ff77ffaaf9c7544ecc11e82fba9b5f27b262a3c73a332555"
 
 [[package]]
 name = "dynamic-graphql"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9d58055cecef1736f42bee8819059054e18239cda3d5de56b0c8836c2a2322b"
+version = "0.10.1"
+source = "git+https://github.com/miratepuffin/dynamic-graphql?branch=add-arg-descriptions#69a07c5fe3c16b4baf76f676c96cde5865cae1de"
 dependencies = [
  "async-graphql",
  "dynamic-graphql-derive",
@@ -2547,9 +2661,8 @@ dependencies = [
 
 [[package]]
 name = "dynamic-graphql-derive"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff1e2aa3d6affef7ce88263e83c0110b11f57409cf25aa81689bcc5f023a602e"
+version = "0.10.1"
+source = "git+https://github.com/miratepuffin/dynamic-graphql?branch=add-arg-descriptions#69a07c5fe3c16b4baf76f676c96cde5865cae1de"
 dependencies = [
  "Inflector",
  "darling 0.20.11",
@@ -2562,9 +2675,15 @@ dependencies = [
 
 [[package]]
 name = "either"
-version = "1.16.0"
+version = "1.15.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "48c757948c5ede0e46177b7add2e67155f70e33c07fea8284df6576da70b3719"
+
+[[package]]
+name = "encode_unicode"
+version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91622ff5e7162018101f2fea40d6ebf4a78bbe5a49736a2020649edf9693679e"
+checksum = "34aa73646ffb006b8f5147f3dc182bd4bcb190227ce861fc4a4844bf8e3cb2c0"
 
 [[package]]
 name = "encoding_rs"
@@ -2576,13 +2695,10 @@ dependencies = [
 ]
 
 [[package]]
-name = "encoding_rs_io"
-version = "0.1.7"
+name = "endian-type"
+version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1cc3c5651fb62ab8aa3103998dade57efdd028544bd300516baa31840c252a83"
-dependencies = [
- "encoding_rs",
-]
+checksum = "c34f04666d835ff5d62e058c3995147c06f42fe86ff053337632bca83e42702d"
 
 [[package]]
 name = "env_filter"
@@ -2593,6 +2709,19 @@ dependencies = [
  "log",
 ]
 
+[[package]]
+name = "env_logger"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4cd405aab171cb85d6735e5c8d9db038c17d3ca007a4d2c25f337935c3d90580"
+dependencies = [
+ "humantime",
+ "is-terminal",
+ "log",
+ "regex",
+ "termcolor",
+]
+
 [[package]]
 name = "env_logger"
 version = "0.11.10"
@@ -2611,17 +2740,6 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
-[[package]]
-name = "erased-serde"
-version = "0.4.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2add8a07dd6a8d93ff627029c51de145e12686fbc36ecb298ac22e74cf02dec"
-dependencies = [
- "serde",
- "serde_core",
- "typeid",
-]
-
 [[package]]
 name = "errno"
 version = "0.3.14"
@@ -2632,11 +2750,17 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
+[[package]]
+name = "error-code"
+version = "3.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dea2df4cf52843e0452895c455a1a2cfbb842a1e7329671acf418fdc53ed4c59"
+
 [[package]]
 name = "ethnum"
-version = "1.5.3"
+version = "1.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40404c3f5f511ec4da6fe866ddf6a717c309fdbb69fbbad7b0f3edab8f2e835f"
+checksum = "ca81e6b4777c89fd810c25a4be2b1bd93ea034fbe58e6a75216a34c6b82c539b"
 
 [[package]]
 name = "event-listener"
@@ -2672,14 +2796,13 @@ dependencies = [
 
 [[package]]
 name = "fake"
-version = "5.1.0"
+version = "3.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea6be833b323a56361118a747470a45a1bcd5c52a2ec9b1e40c83dafe687e453"
+checksum = "aef603df4ba9adbca6a332db7da6f614f21eafefbaf8e087844e452fdec152d0"
 dependencies = [
  "chrono",
  "deunicode",
- "either",
- "rand 0.10.1",
+ "rand 0.8.5",
 ]
 
 [[package]]
@@ -2709,6 +2832,17 @@ version = "2.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9f1f227452a390804cdb637b74a86990f2a7d7ba4b7d5693aac9b4dd6defd8d6"
 
+[[package]]
+name = "fd-lock"
+version = "4.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ce92ff622d6dadf7349484f42c93271a0d49b7cc4d466a936405bacbe10aa78"
+dependencies = [
+ "cfg-if",
+ "rustix 1.1.4",
+ "windows-sys 0.59.0",
+]
+
 [[package]]
 name = "find-msvc-tools"
 version = "0.1.9"
@@ -2727,7 +2861,7 @@ version = "25.12.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "35f6839d7b3b98adde531effaf34f0c2badc6f4735d26fe74709d8e513a96ef3"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
  "rustc_version",
 ]
 
@@ -2771,12 +2905,12 @@ dependencies = [
 
 [[package]]
 name = "fs4"
-version = "0.13.1"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8640e34b88f7652208ce9e88b1a37a2ae95227d84abec377ccd3c5cfeb141ed4"
+checksum = "f7e180ac76c23b45e767bd7ae9579bc0bb458618c4bc71835926e098e61d15f8"
 dependencies = [
- "rustix",
- "windows-sys 0.59.0",
+ "rustix 0.38.44",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -2787,9 +2921,9 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bcd0ce0249ac12fd44fcde62d435c36d881952c2f0df4d1de24b45e1dbba5ddb"
+checksum = "2195cc7f87e84bd695586137de99605e7e9579b26ec5e01b82960ddb4d0922f2"
 dependencies = [
  "arrow-array",
  "rand 0.9.4",
@@ -2893,9 +3027,9 @@ checksum = "037711b3d59c33004d3856fbdc83b99d4ff37a24768fa1be9ce3538a1cde4393"
 
 [[package]]
 name = "futures-timer"
-version = "3.0.4"
+version = "3.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af43fadb8a98512d547e37b4e92e0ced13e205c061b87b4623eff01d918d6968"
+checksum = "f288b0a4f20f9a56b5d1da57e2227c661b7b16168e2f72365f57b63326e29b24"
 
 [[package]]
 name = "futures-util"
@@ -2931,9 +3065,9 @@ dependencies = [
 
 [[package]]
 name = "generic-array"
-version = "0.14.7"
+version = "0.14.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85649ca51fd72272d7821adaf274ad91c288277713d9c18820d8499a7ff69e9a"
+checksum = "4bb6743198531e02858aeaea5398fcc883e71851fcbcb5a2f773e2fb6cb1edf2"
 dependencies = [
  "typenum",
  "version_check",
@@ -2973,20 +3107,17 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0de51e6874e94e7bf76d726fc5d13ba782deca734ff60d5bb2fb2607c7406555"
 dependencies = [
  "cfg-if",
- "js-sys",
  "libc",
  "r-efi 6.0.0",
- "rand_core 0.10.1",
  "wasip2",
  "wasip3",
- "wasm-bindgen",
 ]
 
 [[package]]
 name = "glam"
-version = "0.33.0"
+version = "0.29.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fb167719045debebe9f532320accc7b5c993c5a3b813f5696a11d5ca7bdc57b"
+checksum = "8babf46d4c1c9d92deac9f7be466f76dfc4482b6452fc5024b5e8daf6ffeb3ee"
 
 [[package]]
 name = "glob"
@@ -2996,9 +3127,9 @@ checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
 
 [[package]]
 name = "h2"
-version = "0.4.14"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "171fefbc92fe4a4de27e0698d6a5b392d6a0e333506bc49133760b3bcf948733"
+checksum = "2f44da3a8150a6703ed5d34e164b875fd14c2cdab9af1252a9a1020bde2bdc54"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -3028,9 +3159,9 @@ dependencies = [
 
 [[package]]
 name = "handlebars"
-version = "6.4.1"
+version = "6.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d43ccdfe15a81ab0a8af639e90254227c9a46afd9c5f5b6ec7efaa345c4b0f00"
+checksum = "9b3f9296c208515b87bd915a2f5d1163d4b3f863ba83337d7713cf478055948e"
 dependencies = [
  "derive_builder",
  "log",
@@ -3053,6 +3184,10 @@ name = "hashbrown"
 version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
+dependencies = [
+ "ahash",
+ "allocator-api2",
+]
 
 [[package]]
 name = "hashbrown"
@@ -3060,6 +3195,8 @@ version = "0.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
 dependencies = [
+ "allocator-api2",
+ "equivalent",
  "foldhash 0.1.5",
 ]
 
@@ -3076,22 +3213,17 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.17.1"
+version = "0.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed5909b6e89a2db4456e54cd5f673791d7eca6732202bbf2a9cc504fe2f9b84a"
-dependencies = [
- "allocator-api2",
- "equivalent",
- "foldhash 0.2.0",
-]
+checksum = "4f467dd6dccf739c208452f8014c75c18bb8301b050ad1cfb27153803edb0f51"
 
 [[package]]
 name = "hashlink"
-version = "0.11.0"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea0b22561a9c04a7cb1a302c013e0259cd3b4bb619f145b32f72b8b4bcbed230"
+checksum = "e8094feaf31ff591f651a2664fb9cfd92bba7a60ce3197265e9482ebe753c8f7"
 dependencies = [
- "hashbrown 0.16.1",
+ "hashbrown 0.14.5",
 ]
 
 [[package]]
@@ -3100,13 +3232,13 @@ version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b3314d5adb5d94bcdf56771f2e50dbbc80bb4bdf88967526706205ac9eff24eb"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "bytes",
  "headers-core",
  "http",
  "httpdate",
  "mime",
- "sha1 0.10.6",
+ "sha1",
 ]
 
 [[package]]
@@ -3136,7 +3268,7 @@ version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ad82d6598ccf1dac15c8b758a1bd282b755b6776be600429176757190a1b0202"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
  "byteorder",
  "heed-traits",
  "heed-types",
@@ -3161,7 +3293,7 @@ version = "0.21.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "13c255bdf46e07fb840d120a36dcc81f385140d7191c76a7391672675c01a55d"
 dependencies = [
- "bincode",
+ "bincode 1.3.3",
  "byteorder",
  "heed-traits",
  "serde",
@@ -3182,11 +3314,20 @@ checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
 [[package]]
 name = "hmac"
-version = "0.13.0"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6c49c37c09c17a53d937dfbb742eb3a961d65a994e6bcdcf37e7399d0cc8ab5e"
+dependencies = [
+ "digest",
+]
+
+[[package]]
+name = "home"
+version = "0.5.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6303bc9732ae41b04cb554b844a762b4115a61bfaa81e3e83050991eeb56863f"
+checksum = "cc627f471c528ff0c4a49e1d5e60450c8f6461dd6d10ba9dcd3a61d3dff7728d"
 dependencies = [
- "digest 0.11.3",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3246,15 +3387,6 @@ version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "135b12329e5e3ce057a9f972339ea52bc954fe1e9358ef27f95e89716fbc5424"
 
-[[package]]
-name = "hybrid-array"
-version = "0.4.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9155a582abd142abc056962c29e3ce5ff2ad5469f4246b537ed42c5deba857da"
-dependencies = [
- "typenum",
-]
-
 [[package]]
 name = "hyper"
 version = "1.9.0"
@@ -3291,6 +3423,7 @@ dependencies = [
  "tokio",
  "tokio-rustls",
  "tower-service",
+ "webpki-roots 1.0.6",
 ]
 
 [[package]]
@@ -3312,7 +3445,7 @@ version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "96547c2556ec9d12fb1578c4eaf448b04993e7fb79cbaad930a656880a6bdfa0"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "bytes",
  "futures-channel",
  "futures-util",
@@ -3323,7 +3456,7 @@ dependencies = [
  "libc",
  "percent-encoding",
  "pin-project-lite",
- "socket2",
+ "socket2 0.6.3",
  "tokio",
  "tower-service",
  "tracing",
@@ -3469,9 +3602,9 @@ dependencies = [
 
 [[package]]
 name = "idna_adapter"
-version = "1.2.2"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb68373c0d6620ef8105e855e7745e18b0d00d3bdb07fb532e434244cdb9a714"
+checksum = "3acae9609540aa318d1bc588455225fb2085b9ed0c4f6bd0d9d5bcd86f1a0344"
 dependencies = [
  "icu_normalizer",
  "icu_properties",
@@ -3495,7 +3628,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d466e9454f08e4a911e14806c24e16fba1b4c121d1ea474396f396069cf949d9"
 dependencies = [
  "equivalent",
- "hashbrown 0.17.1",
+ "hashbrown 0.17.0",
  "rayon",
  "serde",
  "serde_core",
@@ -3512,11 +3645,24 @@ dependencies = [
 
 [[package]]
 name = "inout"
-version = "0.2.2"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "879f10e63c20629ecabbb64a8010319738c66a5cd0c29b02d63d272b03751d01"
+dependencies = [
+ "generic-array",
+]
+
+[[package]]
+name = "insta"
+version = "1.47.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4250ce6452e92010fdf7268ccc5d14faa80bb12fc741938534c58f16804e03c7"
+checksum = "7b4a6248eb93a4401ed2f37dfe8ea592d3cf05b7cf4f8efa867b6895af7e094e"
 dependencies = [
- "hybrid-array",
+ "console",
+ "once_cell",
+ "serde",
+ "similar",
+ "tempfile",
 ]
 
 [[package]]
@@ -3526,6 +3672,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e0242819d153cba4b4b05a5a8f2a7e9bbf97b6055b2a002b395c96b5ff3c0222"
 dependencies = [
  "cfg-if",
+ "js-sys",
+ "wasm-bindgen",
+ "web-sys",
 ]
 
 [[package]]
@@ -3544,21 +3693,31 @@ dependencies = [
 ]
 
 [[package]]
-name = "io-uring"
+name = "ipnet"
+version = "2.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d98f6fed1fde3f8c21bc40a1abb88dd75e67924f9cffc3ef95607bad8017f8e2"
+
+[[package]]
+name = "iri-string"
 version = "0.7.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4d09b98f7eace8982db770e4408e7470b028ce513ac28fecdc6bf4c30fe92b62"
+checksum = "25e659a4bb38e810ebc252e53b5814ff908a8c58c2a9ce2fae1bbec24cbf4e20"
 dependencies = [
- "bitflags 2.11.1",
- "cfg-if",
- "libc",
+ "memchr",
+ "serde",
 ]
 
 [[package]]
-name = "ipnet"
-version = "2.12.0"
+name = "is-terminal"
+version = "0.4.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d98f6fed1fde3f8c21bc40a1abb88dd75e67924f9cffc3ef95607bad8017f8e2"
+checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
+dependencies = [
+ "hermit-abi",
+ "libc",
+ "windows-sys 0.61.2",
+]
 
 [[package]]
 name = "is_terminal_polyfill"
@@ -3577,55 +3736,51 @@ dependencies = [
 
 [[package]]
 name = "itertools"
-version = "0.13.0"
+version = "0.10.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
+checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
 dependencies = [
  "either",
 ]
 
 [[package]]
 name = "itertools"
-version = "0.14.0"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
+checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
 dependencies = [
  "either",
 ]
 
 [[package]]
-name = "itoa"
-version = "1.0.18"
+name = "itertools"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
+checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
+dependencies = [
+ "either",
+]
 
 [[package]]
-name = "jieba-macros"
-version = "0.9.0"
+name = "itertools"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a29cfc5dcd898604c6f80363411fa6b6b08e27d1d253d6225b9cb6702ea02fc0"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
 dependencies = [
- "phf_codegen 0.13.1",
+ "either",
 ]
 
 [[package]]
-name = "jieba-rs"
-version = "0.9.0"
+name = "itoa"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3245d6e9d1d5facbd6a23848d6b67e3439738ccbb4fa5a3d65da315ba1a910a2"
-dependencies = [
- "cedarwood",
- "jieba-macros",
- "phf 0.13.1",
- "regex",
- "rustc-hash",
-]
+checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
 [[package]]
 name = "jiff"
-version = "0.2.24"
+version = "0.2.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f00b5dbd620d61dfdcb6007c9c1f6054ebd75319f163d886a9055cec1155073d"
+checksum = "1a3546dc96b6d42c5f24902af9e2538e82e39ad350b0c766eb3fbf2d8f3d8359"
 dependencies = [
  "jiff-static",
  "jiff-tzdb-platform",
@@ -3638,9 +3793,9 @@ dependencies = [
 
 [[package]]
 name = "jiff-static"
-version = "0.2.24"
+version = "0.2.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e000de030ff8022ea1da3f466fbb0f3a809f5e51ed31f6dd931c35181ad8e6d7"
+checksum = "2a8c8b344124222efd714b73bb41f8b5120b27a7cc1c75593a6ff768d9d05aa4"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3663,69 +3818,20 @@ dependencies = [
 ]
 
 [[package]]
-name = "jni"
-version = "0.22.4"
+name = "jobserver"
+version = "0.1.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5efd9a482cf3a427f00d6b35f14332adc7902ce91efb778580e180ff90fa3498"
+checksum = "9afb3de4395d6b3e67a780b6de64b51c978ecf11cb9a462c66be7d4ca9039d33"
 dependencies = [
- "cfg-if",
- "combine",
- "jni-macros",
- "jni-sys",
- "log",
- "simd_cesu8",
- "thiserror 2.0.18",
- "walkdir",
- "windows-link",
+ "getrandom 0.3.4",
+ "libc",
 ]
 
 [[package]]
-name = "jni-macros"
-version = "0.22.4"
+name = "js-sys"
+version = "0.3.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a00109accc170f0bdb141fed3e393c565b6f5e072365c3bd58f5b062591560a3"
-dependencies = [
- "proc-macro2",
- "quote",
- "rustc_version",
- "simd_cesu8",
- "syn 2.0.117",
-]
-
-[[package]]
-name = "jni-sys"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6377a88cb3910bee9b0fa88d4f42e1d2da8e79915598f65fb0c7ee14c878af2"
-dependencies = [
- "jni-sys-macros",
-]
-
-[[package]]
-name = "jni-sys-macros"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38c0b942f458fe50cdac086d2f946512305e5631e720728f2a61aabcd47a6264"
-dependencies = [
- "quote",
- "syn 2.0.117",
-]
-
-[[package]]
-name = "jobserver"
-version = "0.1.34"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9afb3de4395d6b3e67a780b6de64b51c978ecf11cb9a462c66be7d4ca9039d33"
-dependencies = [
- "getrandom 0.3.4",
- "libc",
-]
-
-[[package]]
-name = "js-sys"
-version = "0.3.98"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "67df7112613f8bfd9150013a0314e196f4800d3201ae742489d999db2f979f08"
+checksum = "2964e92d1d9dc3364cae4d718d93f227e3abb088e747d92e0395bfdedf1c12ca"
 dependencies = [
  "cfg-if",
  "futures-util",
@@ -3766,12 +3872,12 @@ dependencies = [
 
 [[package]]
 name = "jsonwebtoken"
-version = "10.4.0"
+version = "10.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eba32bfb4ffdeaca3e34431072faf01745c9b26d25504aa7a6cf5684334fc4fc"
+checksum = "0529410abe238729a60b108898784df8984c87f6054c9c4fcacc47e4803c1ce1"
 dependencies = [
  "aws-lc-rs",
- "base64",
+ "base64 0.22.1",
  "getrandom 0.2.17",
  "js-sys",
  "pem",
@@ -3779,16 +3885,6 @@ dependencies = [
  "serde_json",
  "signature",
  "simple_asn1",
- "zeroize",
-]
-
-[[package]]
-name = "kanaria"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0f9d9652540055ac4fded998a73aca97d965899077ab1212587437da44196ff"
-dependencies = [
- "bitflags 1.3.2",
 ]
 
 [[package]]
@@ -3804,16 +3900,14 @@ dependencies = [
 
 [[package]]
 name = "lance"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3944aca86f4c78f4da04af1c2bf33e664a2826b7af72972ad200d6b9de59019f"
+checksum = "efe6c3ddd79cdfd2b7e1c23cafae52806906bc40fbd97de9e8cf2f8c7a75fc04"
 dependencies = [
- "arc-swap",
  "arrow",
  "arrow-arith",
  "arrow-array",
  "arrow-buffer",
- "arrow-cast",
  "arrow-ipc",
  "arrow-ord",
  "arrow-row",
@@ -3822,11 +3916,9 @@ dependencies = [
  "async-recursion",
  "async-trait",
  "async_cell",
- "bitpacking",
  "byteorder",
  "bytes",
  "chrono",
- "crossbeam-queue",
  "crossbeam-skiplist",
  "dashmap",
  "datafusion",
@@ -3850,22 +3942,20 @@ dependencies = [
  "lance-linalg",
  "lance-namespace",
  "lance-table",
- "lance-tokenizer",
  "log",
  "moka",
  "object_store",
  "permutation",
  "pin-project",
- "prost",
- "prost-build",
- "prost-types",
+ "prost 0.14.3",
+ "prost-types 0.14.3",
  "rand 0.9.4",
- "rayon",
- "roaring",
+ "roaring 0.11.3",
  "semver",
  "serde",
  "serde_json",
  "snafu 0.9.0",
+ "tantivy 0.24.2",
  "tokio",
  "tokio-stream",
  "tokio-util",
@@ -3876,14 +3966,14 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "253f4a0a70580c985b91e65e9ca6cad644825a4078de28d8efbacf3ffbd7ecdc"
+checksum = "5d9f5d95bdda2a2b790f1fb8028b5b6dcf661abeb3133a8bca0f3d24b054af87"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
+ "arrow-cast",
  "arrow-data",
- "arrow-ipc",
  "arrow-ord",
  "arrow-schema",
  "arrow-select",
@@ -3898,9 +3988,9 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "80c4d12521b1945041dd515a56aa0854973138e7ac12111c92572e33e4ecb593"
+checksum = "f827d6ab9f8f337a9509d5ad66a12f3314db8713868260521c344ef6135eb4e4"
 dependencies = [
  "arrayref",
  "paste",
@@ -3909,9 +3999,9 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13f84020da5a484e2f07dd1796e09785ed7cd889857ebc4cb77e32ef214ee594"
+checksum = "0f1e25df6a79bf72ee6bcde0851f19b1cd36c5848c1b7db83340882d3c9fdecb"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3919,6 +4009,7 @@ dependencies = [
  "async-trait",
  "byteorder",
  "bytes",
+ "chrono",
  "datafusion-common",
  "datafusion-sql",
  "deepsize",
@@ -3927,13 +4018,14 @@ dependencies = [
  "lance-arrow",
  "libc",
  "log",
+ "mock_instant",
  "moka",
  "num_cpus",
  "object_store",
  "pin-project",
- "prost",
+ "prost 0.14.3",
  "rand 0.9.4",
- "roaring",
+ "roaring 0.11.3",
  "serde_json",
  "snafu 0.9.0",
  "tempfile",
@@ -3946,14 +4038,13 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7460597a66534a75987993d4dac5bc330586d99c5b79ae73367dbcbd4e29e576"
+checksum = "93146de8ae720cb90edef81c2f2d0a1b065fc2f23ecff2419546f389b0fa70a4"
 dependencies = [
  "arrow",
  "arrow-array",
  "arrow-buffer",
- "arrow-cast",
  "arrow-ord",
  "arrow-schema",
  "arrow-select",
@@ -3970,17 +4061,18 @@ dependencies = [
  "lance-datagen",
  "log",
  "pin-project",
- "prost",
- "prost-build",
+ "prost 0.14.3",
+ "prost-build 0.14.3",
+ "snafu 0.9.0",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "lance-datagen"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "046f5506ed2271cd941a050de7bf535dd3aedc291aadec836a63fa56c5926e3b"
+checksum = "ccec8ce4d8e0a87a99c431dab2364398029f2ffb649c1a693c60c79e05ed30dd"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -3991,16 +4083,16 @@ dependencies = [
  "half",
  "hex",
  "rand 0.9.4",
- "rand_distr",
+ "rand_distr 0.5.1",
  "rand_xoshiro",
  "random_word",
 ]
 
 [[package]]
 name = "lance-encoding"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7af54edf43dcf9d6a56cc636eb35d457e68373c6448dca3f0891b3325b4a24e6"
+checksum = "5c1aec0bbbac6bce829bc10f1ba066258126100596c375fb71908ecf11c2c2a5"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4023,9 +4115,11 @@ dependencies = [
  "log",
  "lz4",
  "num-traits",
- "prost",
- "prost-build",
+ "prost 0.14.3",
+ "prost-build 0.14.3",
+ "prost-types 0.14.3",
  "rand 0.9.4",
+ "snafu 0.9.0",
  "strum 0.26.3",
  "tokio",
  "tracing",
@@ -4035,9 +4129,9 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0772ae2d6207995dc1eb28aff9507f78e90b3362b58f311da001e9dc25f3d736"
+checksum = "14a8c548804f5b17486dc2d3282356ed1957095a852780283bc401fdd69e9075"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4059,20 +4153,20 @@ dependencies = [
  "log",
  "num-traits",
  "object_store",
- "prost",
- "prost-build",
- "prost-types",
+ "prost 0.14.3",
+ "prost-build 0.14.3",
+ "prost-types 0.14.3",
+ "snafu 0.9.0",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "lance-index"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e71fbfb51096a903cb524fe0da716f5f15fbc4a6b6f84cd6dec21abf319c5e84"
+checksum = "2da212f0090ea59f79ac3686660f596520c167fe1cb5f408900cf71d215f0e03"
 dependencies = [
- "arc-swap",
  "arrow",
  "arrow-arith",
  "arrow-array",
@@ -4091,13 +4185,13 @@ dependencies = [
  "datafusion-common",
  "datafusion-expr",
  "datafusion-physical-expr",
+ "datafusion-sql",
  "deepsize",
  "dirs",
  "fst",
  "futures",
  "half",
  "itertools 0.13.0",
- "jieba-rs",
  "jsonb",
  "lance-arrow",
  "lance-core",
@@ -4108,23 +4202,24 @@ dependencies = [
  "lance-io",
  "lance-linalg",
  "lance-table",
- "lance-tokenizer",
  "libm",
  "log",
  "ndarray 0.16.1",
  "num-traits",
  "object_store",
- "prost",
- "prost-build",
- "prost-types",
+ "prost 0.14.3",
+ "prost-build 0.14.3",
+ "prost-types 0.14.3",
  "rand 0.9.4",
- "rand_distr",
+ "rand_distr 0.5.1",
  "rangemap",
  "rayon",
- "roaring",
+ "roaring 0.11.3",
  "serde",
  "serde_json",
  "smallvec",
+ "snafu 0.9.0",
+ "tantivy 0.24.2",
  "tempfile",
  "tokio",
  "tracing",
@@ -4134,9 +4229,9 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bab8c98ef1b870b20541d27f3ca4efdf7c9f5c25214233be07d231ba88900219"
+checksum = "41d958eb4b56f03bbe0f5f85eb2b4e9657882812297b6f711f201ffc995f259f"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4154,18 +4249,17 @@ dependencies = [
  "deepsize",
  "futures",
  "http",
- "io-uring",
  "lance-arrow",
  "lance-core",
  "lance-namespace",
  "log",
- "moka",
  "object_store",
  "path_abs",
  "pin-project",
- "prost",
+ "prost 0.14.3",
  "rand 0.9.4",
  "serde",
+ "snafu 0.9.0",
  "tempfile",
  "tokio",
  "tracing",
@@ -4174,9 +4268,9 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b4c51cad0ac780b02dc4da48528479e7693c03e8d05390510bbc69ca2a9a1f1"
+checksum = "0285b70da35def7ed95e150fae1d5308089554e1290470403ed3c50cb235bc5e"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4192,64 +4286,65 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "014e8332ca0615506342e0d3af608639864b68396973be14239f09c9f21f1fc2"
+checksum = "5f78e2a828b654e062a495462c6e3eb4fcf0e7e907d761b8f217fc09ccd3ceac"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
  "lance-core",
  "lance-namespace-reqwest-client",
+ "serde",
  "snafu 0.9.0",
 ]
 
 [[package]]
 name = "lance-namespace-impls"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8d1231906a3cf92dd3dcda7d14a09c4835af6cd2bcd76dfd2481e87f20a282d"
+checksum = "a2392314f3da38f00d166295e44244208a65ccfc256e274fa8631849fc3f4d94"
 dependencies = [
  "arrow",
  "arrow-ipc",
  "arrow-schema",
  "async-trait",
  "bytes",
+ "chrono",
  "futures",
  "lance",
  "lance-core",
  "lance-index",
  "lance-io",
- "lance-linalg",
  "lance-namespace",
  "lance-table",
  "log",
  "object_store",
  "rand 0.9.4",
  "serde_json",
+ "snafu 0.9.0",
  "tokio",
  "url",
 ]
 
 [[package]]
 name = "lance-namespace-reqwest-client"
-version = "0.7.7"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6369eee4682fb11edf538388b43c61ce288b8302fe89bb40944d7daa7faaae99"
+checksum = "ee2e48de899e2931afb67fcddd0a08e439bf5d8b6ea2a2ed9cb8f4df669bd5cc"
 dependencies = [
- "reqwest 0.12.28",
+ "reqwest",
  "serde",
  "serde_json",
  "serde_repr",
- "serde_with",
  "url",
 ]
 
 [[package]]
 name = "lance-table"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b16f1355904aea4ebb04ffc70c58c97901e10bde44452b4b021de4a1f329250d"
+checksum = "3df9c4adca3eb2074b3850432a9fb34248a3d90c3d6427d158b13ff9355664ee"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4268,12 +4363,12 @@ dependencies = [
  "lance-io",
  "log",
  "object_store",
- "prost",
- "prost-build",
- "prost-types",
+ "prost 0.14.3",
+ "prost-build 0.14.3",
+ "prost-types 0.14.3",
  "rand 0.9.4",
  "rangemap",
- "roaring",
+ "roaring 0.11.3",
  "semver",
  "serde",
  "serde_json",
@@ -4286,9 +4381,9 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "7.0.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3094c2aacbd1fa093d809fc54fa911e3498671ba451041341d7caaa18460e6b2"
+checksum = "7ed7119bdd6983718387b4ac44af873a165262ca94f181b104cd6f97912eb3bf"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -4297,24 +4392,11 @@ dependencies = [
  "rand 0.9.4",
 ]
 
-[[package]]
-name = "lance-tokenizer"
-version = "7.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b39b7f5ed9d0c0b716bf599b559d888267ed1dfe4c4e29d3648b51d2a28940cf"
-dependencies = [
- "jieba-rs",
- "lindera",
- "rust-stemmers",
- "serde",
- "unicode-normalization",
-]
-
 [[package]]
 name = "lancedb"
-version = "0.30.0"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9db595d8da6c1fbf41ef6a547f27a73cc1105d83a837e8c76ce08743a3c09260"
+checksum = "ce0f4d7f739dc30608fe8b202cbb40986c2937e1a5a189f98fb06d7b8543156a"
 dependencies = [
  "ahash",
  "arrow",
@@ -4447,17 +4529,11 @@ dependencies = [
  "lexical-util",
 ]
 
-[[package]]
-name = "libbz2-rs-sys"
-version = "0.2.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34b357333733e8260735ba5894eb928c02ecc69c78715f01a8019e7fa7f2db4c"
-
 [[package]]
 name = "libc"
-version = "0.2.186"
+version = "0.2.185"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68ab91017fe16c622486840e4c83c9a37afeff978bd239b5293d61ece587de66"
+checksum = "52ff2c0fe9bc6cb6b14a0592c2ff4fa9ceb83eea9db979b0487cd054946a2b8f"
 
 [[package]]
 name = "libm"
@@ -4475,58 +4551,10 @@ dependencies = [
 ]
 
 [[package]]
-name = "lindera"
-version = "3.0.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74cda79d7161e99b414e4d292ff673cc3f8d22f070d8be3b6185c033363a9216"
-dependencies = [
- "anyhow",
- "byteorder",
- "csv",
- "daachorse",
- "kanaria",
- "lindera-dictionary",
- "log",
- "once_cell",
- "percent-encoding",
- "regex",
- "serde",
- "serde_json",
- "serde_yaml_ng",
- "strum 0.28.0",
- "strum_macros 0.28.0",
- "unicode-blocks",
- "unicode-normalization",
- "unicode-segmentation",
- "url",
-]
-
-[[package]]
-name = "lindera-dictionary"
-version = "3.0.7"
+name = "linux-raw-sys"
+version = "0.4.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2385456ca9fe87c29072c5f156b52fdd5e28d5b5738ddfb3979501dbd736530"
-dependencies = [
- "anyhow",
- "byteorder",
- "csv",
- "daachorse",
- "derive_builder",
- "encoding_rs",
- "encoding_rs_io",
- "glob",
- "log",
- "memmap2",
- "num_cpus",
- "once_cell",
- "regex",
- "rkyv",
- "serde",
- "serde_json",
- "strum 0.28.0",
- "strum_macros 0.28.0",
- "thiserror 2.0.18",
-]
+checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
 
 [[package]]
 name = "linux-raw-sys"
@@ -4540,6 +4568,12 @@ version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "92daf443525c4cce67b150400bc2316076100ce0b3686209eb8cf3c31612e6f0"
 
+[[package]]
+name = "litrs"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "11d3d7f243d5c5a8b9bb5d6dd2b1602c0cb0b9db1621bafc7ed66e35ff9fe092"
+
 [[package]]
 name = "lmdb-master-sys"
 version = "0.2.6"
@@ -4582,11 +4616,11 @@ dependencies = [
 
 [[package]]
 name = "lru"
-version = "0.16.4"
+version = "0.12.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f66e8d5d03f609abc3a39e6f08e4164ebf1447a732906d39eb9b99b7919ef39"
+checksum = "234cf4f4a04dc1f57e24b96cc0cd600cf2af460d4161ac5ecdd0af8e1f3b2a38"
 dependencies = [
- "hashbrown 0.16.1",
+ "hashbrown 0.15.5",
 ]
 
 [[package]]
@@ -4616,20 +4650,38 @@ dependencies = [
 
 [[package]]
 name = "lz4_flex"
-version = "0.13.1"
+version = "0.11.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "373f5eceeeab7925e0c1098212f2fbc4d416adec9d35051a6ab251e824c1854a"
+
+[[package]]
+name = "lz4_flex"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ef0d4ed8669f8f8826eb00dc878084aa8f253506c4fd5e8f58f5bce72ddb97e"
+checksum = "98c23545df7ecf1b16c303910a69b079e8e251d60f7dd2cc9b4177f2afaf1746"
 dependencies = [
  "twox-hash",
 ]
 
 [[package]]
-name = "lzma-rust2"
-version = "0.16.4"
+name = "lzma-rs"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "297e814c836ae64db86b36cf2a557ba54368d03f6afcd7d947c266692f71115e"
+dependencies = [
+ "byteorder",
+ "crc",
+]
+
+[[package]]
+name = "lzma-sys"
+version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce716bf1a316f47a280fc76295f6495b5bea4752bca01c3b3885e101b1c23c02"
+checksum = "5fda04ab3764e6cde78b9974eec4f779acaba7c4e84b36eca3cf77c581b85d27"
 dependencies = [
- "sha2 0.11.0",
+ "cc",
+ "libc",
+ "pkg-config",
 ]
 
 [[package]]
@@ -4656,6 +4708,12 @@ dependencies = [
  "regex-automata",
 ]
 
+[[package]]
+name = "matchit"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0e7465ac9959cc2b1404e8e2367b43684a6d13790fe23056cc8c6c5a6b7bcb94"
+
 [[package]]
 name = "matchit"
 version = "0.8.4"
@@ -4682,7 +4740,17 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d89e7ee0cfbedfc4da3340218492196241d89eefb6dab27de5df917a6d2e78cf"
 dependencies = [
  "cfg-if",
- "digest 0.10.7",
+ "digest",
+]
+
+[[package]]
+name = "measure_time"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dbefd235b0aadd181626f281e1d684e116972988c14c264e42069d5e8a5775cc"
+dependencies = [
+ "instant",
+ "log",
 ]
 
 [[package]]
@@ -4715,6 +4783,15 @@ version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "38d1115007560874e373613744c6fba374c17688327a71c1476d1a5954cc857b"
 
+[[package]]
+name = "memoffset"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a"
+dependencies = [
+ "autocfg",
+]
+
 [[package]]
 name = "mime"
 version = "0.3.17"
@@ -4733,9 +4810,9 @@ dependencies = [
 
 [[package]]
 name = "minijinja"
-version = "2.20.0"
+version = "2.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2929e494b2280e1e18959bb2e121da03347ae896896fdfaceaab43c88a02803f"
+checksum = "805bfd7352166bae857ee569628b52bcd85a1cecf7810861ebceb1686b72b75d"
 dependencies = [
  "memo-map",
  "serde",
@@ -4743,9 +4820,9 @@ dependencies = [
 
 [[package]]
 name = "minijinja-contrib"
-version = "2.20.0"
+version = "2.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99df5123c54391e2a228014c1dbbd85a3dab08a25e776c810526f2f47542b3de"
+checksum = "45092d80391870622fcf3bd82f5d2af18f99533ea60debb4bc9db0c76f0e809a"
 dependencies = [
  "minijinja",
  "serde",
@@ -4779,6 +4856,12 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
+[[package]]
+name = "mock_instant"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dce6dd36094cac388f119d2e9dc82dc730ef91c32a6222170d630e5414b956e6"
+
 [[package]]
 name = "moka"
 version = "0.12.15"
@@ -4822,26 +4905,6 @@ version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d87ecb2933e8aeadb3e3a02b828fed80a7528047e68b4f424523a0981a3a084"
 
-[[package]]
-name = "munge"
-version = "0.4.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e17401f259eba956ca16491461b6e8f72913a0a114e39736ce404410f915a0c"
-dependencies = [
- "munge_macro",
-]
-
-[[package]]
-name = "munge_macro"
-version = "0.4.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4568f25ccbd45ab5d5603dc34318c1ec56b117531781260002151b8530a9f931"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
-
 [[package]]
 name = "murmurhash32"
 version = "0.3.1"
@@ -4916,13 +4979,33 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "nibble_vec"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77a5d83df9f36fe23f0c3648c6bbb8b0298bb5f1939c8f2704431371f4b84d43"
+dependencies = [
+ "smallvec",
+]
+
+[[package]]
+name = "nix"
+version = "0.27.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2eb04e9c688eff1c89d72b407f168cf79bb9e867a9d3323ed6c01519eb9cc053"
+dependencies = [
+ "bitflags",
+ "cfg-if",
+ "libc",
+]
+
 [[package]]
 name = "nix"
 version = "0.30.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "74523f3a35e05aba87a1d978330aef40f67b0304ac79c1c00b294c9830543db6"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
  "cfg-if",
  "cfg_aliases",
  "libc",
@@ -4991,9 +5074,9 @@ dependencies = [
 
 [[package]]
 name = "num-conv"
-version = "0.2.2"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "521739c6d2bac4aa25192232afe6841231376b2b26d4d9fae5ecf8ca5772e441"
+checksum = "c6673768db2d862beb9b39a78fdcb1a69439615d5794a1be50caa9bc92c81967"
 
 [[package]]
 name = "num-integer"
@@ -5063,9 +5146,9 @@ dependencies = [
 
 [[package]]
 name = "numpy"
-version = "0.28.0"
+version = "0.27.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "778da78c64ddc928ebf5ad9df5edf0789410ff3bdbf3619aed51cd789a6af1e2"
+checksum = "7aac2e6a6e4468ffa092ad43c39b81c79196c2bb773b8db4085f695efe3bba17"
 dependencies = [
  "half",
  "libc",
@@ -5075,21 +5158,19 @@ dependencies = [
  "num-traits",
  "pyo3",
  "pyo3-build-config",
- "rustc-hash",
+ "rustc-hash 2.1.2",
 ]
 
 [[package]]
 name = "object_store"
-version = "0.13.2"
+version = "0.12.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "622acbc9100d3c10e2ee15804b0caa40e55c933d5aa53814cd520805b7958a49"
+checksum = "fbfbfff40aeccab00ec8a910b57ca8ecf4319b335c542f2edcd19dd25a1e2a00"
 dependencies = [
  "async-trait",
  "bytes",
  "chrono",
- "futures-channel",
- "futures-core",
- "futures-util",
+ "futures",
  "http",
  "humantime",
  "itertools 0.14.0",
@@ -5142,79 +5223,81 @@ checksum = "7c87def4c32ab89d880effc9e097653c8da5d6ef28e6b539d313baaacfbafcbe"
 
 [[package]]
 name = "opentelemetry"
-version = "0.32.0"
+version = "0.27.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0142c63252a9e054e68a4c61a5778f7b14f576274d593f8ce883d191a099682"
+checksum = "ab70038c28ed37b97d8ed414b6429d343a8bbf44c9f79ec854f3a643029ba6d7"
 dependencies = [
  "futures-core",
  "futures-sink",
  "js-sys",
  "pin-project-lite",
- "thiserror 2.0.18",
+ "thiserror 1.0.69",
  "tracing",
 ]
 
-[[package]]
-name = "opentelemetry-http"
-version = "0.32.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5683015d09e2df236ef005b17f6f196f0d5f6313c4fa43a7b6a53b52776e4331"
-dependencies = [
- "async-trait",
- "bytes",
- "http",
- "opentelemetry",
- "reqwest 0.13.3",
-]
-
 [[package]]
 name = "opentelemetry-otlp"
-version = "0.32.0"
+version = "0.27.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9966929966d17620d7c316c643ba62631826e10021409357772d5eea84f62c35"
+checksum = "91cf61a1868dacc576bf2b2a1c3e9ab150af7272909e80085c3173384fe11f76"
 dependencies = [
+ "async-trait",
+ "futures-core",
  "http",
  "opentelemetry",
- "opentelemetry-http",
  "opentelemetry-proto",
  "opentelemetry_sdk",
- "prost",
- "reqwest 0.13.3",
- "thiserror 2.0.18",
+ "prost 0.13.5",
+ "thiserror 1.0.69",
  "tokio",
  "tonic",
- "tonic-types",
+ "tracing",
 ]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "0.32.0"
+version = "0.27.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56d658ba1faf63f7b9c492cfbe6e0ec365440a16132d3270c1065f7b33f1b638"
+checksum = "a6e05acbfada5ec79023c85368af14abd0b307c015e9064d249b2a950ef459a6"
 dependencies = [
  "opentelemetry",
  "opentelemetry_sdk",
- "prost",
+ "prost 0.13.5",
  "tonic",
- "tonic-prost",
 ]
 
 [[package]]
 name = "opentelemetry_sdk"
-version = "0.32.1"
+version = "0.27.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b59f80e1ac4d5ff7a2db8fb6c80badb7f0f3f858211fba08dd9aaec750894f9"
+checksum = "231e9d6ceef9b0b2546ddf52335785ce41252bc7474ee8ba05bfad277be13ab8"
 dependencies = [
+ "async-trait",
  "futures-channel",
  "futures-executor",
  "futures-util",
+ "glob",
  "opentelemetry",
  "percent-encoding",
- "portable-atomic",
- "rand 0.9.4",
- "thiserror 2.0.18",
+ "rand 0.8.5",
+ "serde_json",
+ "thiserror 1.0.69",
  "tokio",
  "tokio-stream",
+ "tracing",
+]
+
+[[package]]
+name = "optd-core"
+version = "0.18.0"
+dependencies = [
+ "anyhow",
+ "bitvec",
+ "itertools 0.14.0",
+ "pretty-xmlish",
+ "snafu 0.8.9",
+ "tokio",
+ "tracing",
 ]
 
 [[package]]
@@ -5232,6 +5315,15 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "ordered-float"
+version = "4.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7bb71e1b3fa6ca1c61f383464aaf2bb0e2f8e772a1f01d486832464de363b951"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "ordered-float"
 version = "5.3.0"
@@ -5275,6 +5367,15 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "ownedbytes"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3a059efb063b8f425b948e042e6b9bd85edfe60e913630ed727b23e2dfcc558"
+dependencies = [
+ "stable_deref_trait",
+]
+
 [[package]]
 name = "ownedbytes"
 version = "0.9.0"
@@ -5325,25 +5426,26 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "58.3.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5dafa7d01085b62a47dd0c1829550a0a36710ea9c4fe358a05a85477cec8a908"
+checksum = "6ee96b29972a257b855ff2341b37e61af5f12d6af1158b6dcdb5b31ea07bb3cb"
 dependencies = [
  "ahash",
  "arrow-array",
  "arrow-buffer",
+ "arrow-cast",
  "arrow-data",
  "arrow-ipc",
  "arrow-schema",
  "arrow-select",
- "base64",
+ "base64 0.22.1",
  "brotli",
  "bytes",
  "chrono",
  "flate2",
  "half",
- "hashbrown 0.17.1",
- "lz4_flex",
+ "hashbrown 0.16.1",
+ "lz4_flex 0.12.1",
  "num-bigint",
  "num-integer",
  "num-traits",
@@ -5391,11 +5493,11 @@ checksum = "df94ce210e5bc13cb6651479fa48d14f601d9858cfe0467f43ae157023b938d3"
 
 [[package]]
 name = "pbkdf2"
-version = "0.13.0"
+version = "0.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "112d82ceb8c5bf524d9af484d4e4970c9fd5a0cc15ba14ad93dccd28873b0629"
+checksum = "f8ed6a7761f76e3b9f92dfb0a60a6a6477c61024b775147ff0973a02653abaf2"
 dependencies = [
- "digest 0.11.3",
+ "digest",
  "hmac",
 ]
 
@@ -5405,7 +5507,7 @@ version = "3.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d30c53c26bc5b31a98cd02d20f25a7c8567146caf63ed593a9d87b2775291be"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "serde_core",
 ]
 
@@ -5461,23 +5563,33 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "89815c69d36021a140146f26659a81d6c2afa33d216d736dd4be5381a7362220"
 dependencies = [
  "pest",
- "sha2 0.10.9",
+ "sha2",
 ]
 
 [[package]]
 name = "petgraph"
-version = "0.8.3"
+version = "0.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
+checksum = "3672b37090dbd86368a4145bc067582552b29c27377cad4e0a306c97f9bd7772"
 dependencies = [
  "fixedbitset",
- "hashbrown 0.15.5",
  "indexmap 2.14.0",
- "serde",
 ]
 
 [[package]]
-name = "phf"
+name = "petgraph"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
+dependencies = [
+ "fixedbitset",
+ "hashbrown 0.15.5",
+ "indexmap 2.14.0",
+ "serde",
+]
+
+[[package]]
+name = "phf"
 version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1fd6780a80ae0c52cc120a26a1a42c1ae51b247a253e4e06113d23d2c2edd078"
@@ -5495,36 +5607,16 @@ dependencies = [
  "phf_shared 0.12.1",
 ]
 
-[[package]]
-name = "phf"
-version = "0.13.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1562dc717473dbaa4c1f85a36410e03c047b2e7df7f45ee938fbef64ae7fadf"
-dependencies = [
- "phf_shared 0.13.1",
- "serde",
-]
-
 [[package]]
 name = "phf_codegen"
 version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "aef8048c789fa5e851558d709946d6d79a8ff88c0440c587967f8e94bfb1216a"
 dependencies = [
- "phf_generator 0.11.3",
+ "phf_generator",
  "phf_shared 0.11.3",
 ]
 
-[[package]]
-name = "phf_codegen"
-version = "0.13.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49aa7f9d80421bca176ca8dbfebe668cc7a2684708594ec9f3c0db0805d5d6e1"
-dependencies = [
- "phf_generator 0.13.1",
- "phf_shared 0.13.1",
-]
-
 [[package]]
 name = "phf_generator"
 version = "0.11.3"
@@ -5532,17 +5624,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3c80231409c20246a13fddb31776fb942c38553c51e871f8cbd687a4cfb5843d"
 dependencies = [
  "phf_shared 0.11.3",
- "rand 0.8.6",
-]
-
-[[package]]
-name = "phf_generator"
-version = "0.13.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "135ace3a761e564ec88c03a77317a7c6b80bb7f7135ef2544dbe054243b89737"
-dependencies = [
- "fastrand",
- "phf_shared 0.13.1",
+ "rand 0.8.5",
 ]
 
 [[package]]
@@ -5551,7 +5633,7 @@ version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f84ac04429c13a7ff43785d75ad27569f2951ce0ffd30a3321230db2fc727216"
 dependencies = [
- "phf_generator 0.11.3",
+ "phf_generator",
  "phf_shared 0.11.3",
  "proc-macro2",
  "quote",
@@ -5576,29 +5658,20 @@ dependencies = [
  "siphasher",
 ]
 
-[[package]]
-name = "phf_shared"
-version = "0.13.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e57fef6bc5981e38c2ce2d63bfa546861309f875b8a75f092d1d54ae2d64f266"
-dependencies = [
- "siphasher",
-]
-
 [[package]]
 name = "pin-project"
-version = "1.1.13"
+version = "1.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2466b2336ed02bcdca6b294417127b90ec92038d1d5c4fbeac971a922e0e0924"
+checksum = "f1749c7ed4bcaf4c3d0a3efc28538844fb29bcdd7d2b67b2be7e20ba861ff517"
 dependencies = [
  "pin-project-internal",
 ]
 
 [[package]]
 name = "pin-project-internal"
-version = "1.1.13"
+version = "1.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c96395f0a926bc13b1c17622aaddda1ecb55d49c8f1bf9777e4d877800a43f8b"
+checksum = "d9b20ed30f105399776b9c883e68e536ef602a16ae6f596d2c473591d6ad64c6"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -5652,7 +5725,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9f977080932c87287147dca052951c3e2696f8759863f6b4e4c0c9ffe7a4cc8b"
 dependencies = [
  "async-compression",
- "base64",
+ "base64 0.22.1",
  "bytes",
  "futures-util",
  "headers",
@@ -5664,7 +5737,7 @@ dependencies = [
  "hyper-util",
  "mime",
  "mime_guess",
- "nix",
+ "nix 0.30.1",
  "parking_lot",
  "percent-encoding",
  "pin-project-lite",
@@ -5707,7 +5780,7 @@ dependencies = [
  "concurrent-queue",
  "hermit-abi",
  "pin-project-lite",
- "rustix",
+ "rustix 1.1.4",
  "windows-sys 0.61.2",
 ]
 
@@ -5719,9 +5792,9 @@ checksum = "c33a9471896f1c69cecef8d20cbe2f7accd12527ce60845ff44c153bb2a21b49"
 
 [[package]]
 name = "portable-atomic-util"
-version = "0.2.7"
+version = "0.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c2a106d1259c23fac8e543272398ae0e3c0b8d33c88ed73d0cc71b0f1d902618"
+checksum = "091397be61a01d4be58e7841595bd4bfedb15f1cd54977d79b8271e94ed799a3"
 dependencies = [
  "portable-atomic",
 ]
@@ -5741,12 +5814,6 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
 
-[[package]]
-name = "ppmd-rust"
-version = "1.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "efca4c95a19a79d1c98f791f10aebd5c1363b473244630bb7dbde1dc98455a24"
-
 [[package]]
 name = "ppv-lite86"
 version = "0.2.21"
@@ -5756,6 +5823,12 @@ dependencies = [
  "zerocopy",
 ]
 
+[[package]]
+name = "pretty-xmlish"
+version = "0.1.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "96b8aab53732b7a9c5c39bb0e130f85671b48b188ef258c3b9f7f5da1877382a"
+
 [[package]]
 name = "pretty_assertions"
 version = "1.4.1"
@@ -5782,7 +5855,7 @@ version = "3.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e67ba7e9b2b56446f1d419b1d807906278ffa1a658a8a5d8a39dcb1f5a78614f"
 dependencies = [
- "toml_edit",
+ "toml_edit 0.25.11+spec-1.1.0",
 ]
 
 [[package]]
@@ -5815,7 +5888,7 @@ checksum = "4b45fcc2344c680f5025fe57779faef368840d0bd1f42f216291f0dc4ace4744"
 dependencies = [
  "bit-set",
  "bit-vec",
- "bitflags 2.11.1",
+ "bitflags",
  "num-traits",
  "rand 0.9.4",
  "rand_chacha 0.9.0",
@@ -5828,15 +5901,25 @@ dependencies = [
 
 [[package]]
 name = "proptest-derive"
-version = "0.8.0"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c57924a81864dddafba92e1bf92f9bf82f97096c44489548a60e888e1547549b"
+checksum = "095a99f75c69734802359b682be8daaf8980296731f6470434ea2c652af1dd30"
 dependencies = [
  "proc-macro2",
  "quote",
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "prost"
+version = "0.13.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
+dependencies = [
+ "bytes",
+ "prost-derive 0.13.5",
+]
+
 [[package]]
 name = "prost"
 version = "0.14.3"
@@ -5844,7 +5927,27 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d2ea70524a2f82d518bce41317d0fae74151505651af45faf1ffbd6fd33f0568"
 dependencies = [
  "bytes",
- "prost-derive",
+ "prost-derive 0.14.3",
+]
+
+[[package]]
+name = "prost-build"
+version = "0.13.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be769465445e8c1474e9c5dac2018218498557af32d9ed057325ec9a41ae81bf"
+dependencies = [
+ "heck 0.5.0",
+ "itertools 0.14.0",
+ "log",
+ "multimap",
+ "once_cell",
+ "petgraph 0.7.1",
+ "prettyplease",
+ "prost 0.13.5",
+ "prost-types 0.13.5",
+ "regex",
+ "syn 2.0.117",
+ "tempfile",
 ]
 
 [[package]]
@@ -5857,10 +5960,10 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "multimap",
- "petgraph",
+ "petgraph 0.8.3",
  "prettyplease",
- "prost",
- "prost-types",
+ "prost 0.14.3",
+ "prost-types 0.14.3",
  "regex",
  "syn 2.0.117",
  "tempfile",
@@ -5868,9 +5971,9 @@ dependencies = [
 
 [[package]]
 name = "prost-derive"
-version = "0.14.3"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
+checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
 dependencies = [
  "anyhow",
  "itertools 0.14.0",
@@ -5880,57 +5983,62 @@ dependencies = [
 ]
 
 [[package]]
-name = "prost-types"
+name = "prost-derive"
 version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8991c4cbdb8bc5b11f0b074ffe286c30e523de90fee5ba8132f1399f23cb3dd7"
+checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
 dependencies = [
- "prost",
+ "anyhow",
+ "itertools 0.14.0",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
 ]
 
 [[package]]
-name = "ptr_meta"
-version = "0.3.1"
+name = "prost-types"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b9a0cf95a1196af61d4f1cbdab967179516d9a4a4312af1f31948f8f6224a79"
+checksum = "52c2c1bf36ddb1a1c396b3601a3cec27c2462e45f07c386894ec3ccf5332bd16"
 dependencies = [
- "ptr_meta_derive",
+ "prost 0.13.5",
 ]
 
 [[package]]
-name = "ptr_meta_derive"
-version = "0.3.1"
+name = "prost-types"
+version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7347867d0a7e1208d93b46767be83e2b8f978c3dad35f775ac8d8847551d6fe1"
+checksum = "8991c4cbdb8bc5b11f0b074ffe286c30e523de90fee5ba8132f1399f23cb3dd7"
 dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
+ "prost 0.14.3",
 ]
 
 [[package]]
 name = "pyo3"
-version = "0.28.3"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91fd8e38a3b50ed1167fb981cd6fd60147e091784c427b8f7183a7ee32c31c12"
+checksum = "ab53c047fcd1a1d2a8820fe84f05d6be69e9526be40cb03b73f86b6b03e6d87d"
 dependencies = [
  "chrono",
  "chrono-tz 0.10.4",
  "indexmap 2.14.0",
+ "indoc",
  "inventory",
  "libc",
+ "memoffset",
  "once_cell",
  "portable-atomic",
  "pyo3-build-config",
  "pyo3-ffi",
  "pyo3-macros",
+ "unindent",
 ]
 
 [[package]]
 name = "pyo3-arrow"
-version = "0.17.0"
+version = "0.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0360400036dda3db3d69102ef7e9646e4cd946c75a2d1d41fb8fd39879312636"
+checksum = "36b9f03cb749b0326951ebb30e39eda2f32b0b9205dce67e947e65779b8faffc"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -5949,18 +6057,18 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.28.3"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e368e7ddfdeb98c9bca7f8383be1648fd84ab466bf2bc015e94008db6d35611e"
+checksum = "b455933107de8642b4487ed26d912c2d899dec6114884214a0b3bb3be9261ea6"
 dependencies = [
  "target-lexicon",
 ]
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.28.3"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f29e10af80b1f7ccaf7f69eace800a03ecd13e883acfacc1e5d0988605f651e"
+checksum = "1c85c9cbfaddf651b1221594209aed57e9e5cff63c4d11d1feead529b872a089"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -5968,9 +6076,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.28.3"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df6e520eff47c45997d2fc7dd8214b25dd1310918bbb2642156ef66a67f29813"
+checksum = "0a5b10c9bf9888125d917fb4d2ca2d25c8df94c7ab5a52e13313a07e050a3b02"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
@@ -5980,9 +6088,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.28.3"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4cdc218d835738f81c2338f822078af45b4afdf8b2e33cbb5916f108b813acb"
+checksum = "03b51720d314836e53327f5871d4c0cfb4fb37cc2c4a11cc71907a86342c40f9"
 dependencies = [
  "heck 0.5.0",
  "proc-macro2",
@@ -5993,9 +6101,9 @@ dependencies = [
 
 [[package]]
 name = "pythonize"
-version = "0.28.0"
+version = "0.27.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b79f670c9626c8b651c0581011b57b6ba6970bb69faf01a7c4c0cfc81c43f95"
+checksum = "a3a8f29db331e28c332c63496cfcbb822aca3d7320bc08b655d7fd0c29c50ede"
 dependencies = [
  "pyo3",
  "serde",
@@ -6013,18 +6121,6 @@ version = "1.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a1d01941d82fa2ab50be1e79e6714289dd7cde78eba4c074bc5a4374f650dfe0"
 
-[[package]]
-name = "quick_cache"
-version = "0.6.22"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d1c821816e9b928e20e92ed59bb3ac4aab321d16ca2316871c9fe7ca739cd477"
-dependencies = [
- "ahash",
- "equivalent",
- "hashbrown 0.16.1",
- "parking_lot",
-]
-
 [[package]]
 name = "quinn"
 version = "0.11.9"
@@ -6036,9 +6132,9 @@ dependencies = [
  "pin-project-lite",
  "quinn-proto",
  "quinn-udp",
- "rustc-hash",
+ "rustc-hash 2.1.2",
  "rustls",
- "socket2",
+ "socket2 0.6.3",
  "thiserror 2.0.18",
  "tokio",
  "tracing",
@@ -6051,13 +6147,12 @@ version = "0.11.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "434b42fec591c96ef50e21e886936e66d3cc3f737104fdb9b737c40ffb94c098"
 dependencies = [
- "aws-lc-rs",
  "bytes",
  "getrandom 0.3.4",
  "lru-slab",
  "rand 0.9.4",
  "ring",
- "rustc-hash",
+ "rustc-hash 2.1.2",
  "rustls",
  "rustls-pki-types",
  "slab",
@@ -6076,7 +6171,7 @@ dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
- "socket2",
+ "socket2 0.6.3",
  "tracing",
  "windows-sys 0.60.2",
 ]
@@ -6109,19 +6204,20 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dc33ff2d4973d518d823d61aa239014831e521c75da58e3df4840d3f47749d09"
 
 [[package]]
-name = "rancor"
-version = "0.1.1"
+name = "radix_trie"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a063ea72381527c2a0561da9c80000ef822bdd7c3241b1cc1b12100e3df081ee"
+checksum = "c069c179fcdc6a2fe24d8d18305cf085fdbd4f922c041943e203685d6a1c58fd"
 dependencies = [
- "ptr_meta",
+ "endian-type",
+ "nibble_vec",
 ]
 
 [[package]]
 name = "rand"
-version = "0.8.6"
+version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ca0ecfa931c29007047d1bc58e623ab12e5590e8c7cc53200d5202b69266d8a"
+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
 dependencies = [
  "libc",
  "rand_chacha 0.3.1",
@@ -6138,17 +6234,6 @@ dependencies = [
  "rand_core 0.9.5",
 ]
 
-[[package]]
-name = "rand"
-version = "0.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2e8e8bcc7961af1fdac401278c6a831614941f6164ee3bf4ce61b7edb162207"
-dependencies = [
- "chacha20",
- "getrandom 0.4.2",
- "rand_core 0.10.1",
-]
-
 [[package]]
 name = "rand_chacha"
 version = "0.3.1"
@@ -6188,10 +6273,14 @@ dependencies = [
 ]
 
 [[package]]
-name = "rand_core"
-version = "0.10.1"
+name = "rand_distr"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "63b8176103e19a2643978565ca18b50549f6101881c443590420e4dc998a3c69"
+checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
+dependencies = [
+ "num-traits",
+ "rand 0.8.5",
+]
 
 [[package]]
 name = "rand_distr"
@@ -6253,10 +6342,11 @@ dependencies = [
  "arrow-select",
  "async-openai",
  "async-trait",
- "axum",
+ "axum 0.8.9",
  "bigdecimal",
+ "bincode 2.0.1",
  "bytemuck",
- "bzip2",
+ "bzip2 0.4.4",
  "chrono",
  "crossbeam-channel",
  "csv",
@@ -6273,14 +6363,15 @@ dependencies = [
  "flate2",
  "futures-util",
  "glam",
- "hashbrown 0.17.1",
+ "hashbrown 0.14.5",
  "heed",
  "indexmap 2.14.0",
  "indoc",
  "iter-enum",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "kdam",
  "lancedb",
+ "memmap2",
  "minijinja",
  "minijinja-contrib",
  "moka",
@@ -6290,33 +6381,38 @@ dependencies = [
  "num-traits",
  "numpy",
  "once_cell",
- "ordered-float 5.3.0",
+ "ordered-float 4.6.0",
  "ouroboros",
  "parking_lot",
  "parquet",
+ "pretty_assertions",
  "proptest",
+ "proptest-derive",
+ "prost 0.13.5",
+ "prost-build 0.13.5",
+ "prost-types 0.13.5",
  "pyo3",
  "pyo3-arrow",
  "pythonize",
  "quad-rand",
- "quick_cache",
  "rand 0.9.4",
- "rand_distr",
+ "rand_distr 0.5.1",
+ "raphtory",
  "raphtory-api",
  "raphtory-core",
  "raphtory-itertools",
  "raphtory-storage",
  "rayon",
  "regex",
- "reqwest 0.13.3",
- "roaring",
- "rustc-hash",
+ "reqwest",
+ "roaring 0.10.12",
+ "rustc-hash 2.1.2",
  "serde",
  "serde_arrow",
  "serde_json",
  "streaming-stats",
  "strsim",
- "tantivy",
+ "tantivy 0.22.1",
  "tempfile",
  "thiserror 2.0.18",
  "tikv-jemallocator",
@@ -6342,7 +6438,7 @@ dependencies = [
  "display-error-chain",
  "indexmap 2.14.0",
  "iter-enum",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "lock_api",
  "minijinja",
  "num-traits",
@@ -6353,7 +6449,7 @@ dependencies = [
  "pyo3-arrow",
  "rand 0.9.4",
  "rayon",
- "rustc-hash",
+ "rustc-hash 2.1.2",
  "serde",
  "serde_arrow",
  "serde_json",
@@ -6386,7 +6482,7 @@ dependencies = [
  "fake",
  "once_cell",
  "rand 0.9.4",
- "rand_distr",
+ "rand_distr 0.5.1",
  "raphtory",
  "raphtory-api",
  "rayon",
@@ -6408,15 +6504,19 @@ dependencies = [
  "chrono",
  "dashmap",
  "either",
+ "hashbrown 0.14.5",
  "iter-enum",
- "itertools 0.14.0",
+ "itertools 0.13.0",
+ "lock_api",
+ "once_cell",
  "ouroboros",
  "parking_lot",
  "proptest",
  "pyo3",
  "raphtory-api",
+ "rayon",
  "regex",
- "rustc-hash",
+ "rustc-hash 2.1.2",
  "serde",
  "thiserror 2.0.18",
 ]
@@ -6426,9 +6526,11 @@ name = "raphtory-graphql"
 version = "0.18.0"
 dependencies = [
  "ahash",
+ "arrow-array",
  "async-graphql",
  "async-graphql-poem",
- "base64",
+ "base64 0.22.1",
+ "base64-compat",
  "bigdecimal",
  "chrono",
  "clap",
@@ -6436,30 +6538,31 @@ dependencies = [
  "crossbeam-channel",
  "dynamic-graphql",
  "futures-util",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "jsonwebtoken",
  "minijinja",
+ "moka",
  "once_cell",
  "opentelemetry",
  "opentelemetry-otlp",
  "opentelemetry_sdk",
+ "ordered-float 4.6.0",
  "parking_lot",
  "poem",
  "pretty_assertions",
  "pyo3",
- "quick_cache",
  "raphtory",
  "raphtory-api",
  "raphtory-storage",
  "rayon",
- "reqwest 0.13.3",
+ "reqwest",
  "rust-embed",
- "rustc-hash",
+ "rustc-hash 2.1.2",
  "serde",
  "serde_json",
  "spki",
- "strum 0.28.0",
- "strum_macros 0.28.0",
+ "strum 0.27.2",
+ "strum_macros 0.27.2",
  "tempfile",
  "thiserror 2.0.18",
  "tokio",
@@ -6476,7 +6579,7 @@ name = "raphtory-itertools"
 version = "0.18.0"
 dependencies = [
  "criterion",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "proptest",
  "rand 0.9.4",
 ]
@@ -6485,6 +6588,7 @@ dependencies = [
 name = "raphtory-pymodule"
 version = "0.18.0"
 dependencies = [
+ "clam-core",
  "pyo3",
  "pyo3-build-config",
  "raphtory",
@@ -6506,42 +6610,24 @@ dependencies = [
 name = "raphtory-storage"
 version = "0.18.0"
 dependencies = [
+ "arrow-array",
+ "arrow-schema",
+ "bigdecimal",
  "db4-graph",
  "db4-storage",
  "either",
  "iter-enum",
- "itertools 0.14.0",
+ "itertools 0.13.0",
+ "num-traits",
  "parking_lot",
+ "proptest",
  "raphtory-api",
  "raphtory-api-macros",
  "raphtory-core",
  "rayon",
- "thiserror 2.0.18",
-]
-
-[[package]]
-name = "raphtory-tests"
-version = "0.18.0"
-dependencies = [
- "ahash",
- "arrow",
- "bigdecimal",
- "chrono",
- "db4-storage",
- "itertools 0.14.0",
- "parquet",
- "proptest",
- "proptest-derive",
- "rand 0.9.4",
- "raphtory",
- "raphtory-api",
- "raphtory-storage",
- "rayon",
  "serde",
- "serde_json",
  "tempfile",
- "tracing",
- "zip",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -6598,7 +6684,7 @@ version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
 ]
 
 [[package]]
@@ -6661,24 +6747,16 @@ version = "0.8.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dc897dd8d9e8bd1ed8cdad82b5966c3e0ecae09fb1907d58efaa013543185d0a"
 
-[[package]]
-name = "rend"
-version = "0.5.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cadadef317c2f20755a64d7fdc48f9e7178ee6b0e1f7fce33fa60f1d68a276e6"
-dependencies = [
- "bytecheck",
-]
-
 [[package]]
 name = "reqwest"
 version = "0.12.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "eddd3ca559203180a307f12d114c268abf583f59b03cb906fd0b3ff8646c1147"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "bytes",
  "encoding_rs",
+ "futures-channel",
  "futures-core",
  "futures-util",
  "h2",
@@ -6705,7 +6783,7 @@ dependencies = [
  "tokio",
  "tokio-rustls",
  "tokio-util",
- "tower",
+ "tower 0.5.3",
  "tower-http",
  "tower-service",
  "url",
@@ -6713,46 +6791,7 @@ dependencies = [
  "wasm-bindgen-futures",
  "wasm-streams",
  "web-sys",
-]
-
-[[package]]
-name = "reqwest"
-version = "0.13.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62e0021ea2c22aed41653bc7e1419abb2c97e038ff2c33d0e1309e49a97deec0"
-dependencies = [
- "base64",
- "bytes",
- "futures-channel",
- "futures-core",
- "futures-util",
- "http",
- "http-body",
- "http-body-util",
- "hyper",
- "hyper-rustls",
- "hyper-util",
- "js-sys",
- "log",
- "mime_guess",
- "percent-encoding",
- "pin-project-lite",
- "quinn",
- "rustls",
- "rustls-pki-types",
- "rustls-platform-verifier",
- "serde",
- "serde_json",
- "sync_wrapper",
- "tokio",
- "tokio-rustls",
- "tower",
- "tower-http",
- "tower-service",
- "url",
- "wasm-bindgen",
- "wasm-bindgen-futures",
- "web-sys",
+ "webpki-roots 1.0.6",
 ]
 
 [[package]]
@@ -6767,7 +6806,7 @@ dependencies = [
  "mime",
  "nom 7.1.3",
  "pin-project-lite",
- "reqwest 0.12.28",
+ "reqwest",
  "thiserror 1.0.69",
 ]
 
@@ -6801,40 +6840,20 @@ dependencies = [
 ]
 
 [[package]]
-name = "rkyv"
-version = "0.8.16"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "73389e0c99e664f919275ab5b5b0471391fe9a8de61e1dff9b1eaf56a90f16e3"
-dependencies = [
- "bytecheck",
- "bytes",
- "hashbrown 0.17.1",
- "indexmap 2.14.0",
- "munge",
- "ptr_meta",
- "rancor",
- "rend",
- "rkyv_derive",
- "tinyvec",
- "uuid",
-]
-
-[[package]]
-name = "rkyv_derive"
-version = "0.8.16"
+name = "roaring"
+version = "0.10.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d2ed0b54125315fb36bd021e82d314d1c126548f871634b483f46b31d13cac6"
+checksum = "19e8d2cfa184d94d0726d650a9f4a1be7f9b76ac9fdb954219878dc00c1c1e7b"
 dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
+ "bytemuck",
+ "byteorder",
 ]
 
 [[package]]
 name = "roaring"
-version = "0.11.4"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1dedc5658c6ecb3bdb5ef5f3295bb9253f42dcf3fd1402c03f6b1f7659c3c4a9"
+checksum = "8ba9ce64a8f45d7fc86358410bb1a82e8c987504c0d4900e9141d69a9f26c885"
 dependencies = [
  "bytemuck",
  "byteorder",
@@ -6842,16 +6861,14 @@ dependencies = [
 
 [[package]]
 name = "ron"
-version = "0.12.1"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4147b952f3f819eca0e99527022f7d6a8d05f111aeb0a62960c74eb283bec8fc"
+checksum = "b91f7eff05f748767f183df4320a63d6936e9c6107d97c9e6bdd9784f4289c94"
 dependencies = [
- "bitflags 2.11.1",
- "once_cell",
+ "base64 0.21.7",
+ "bitflags",
  "serde",
  "serde_derive",
- "typeid",
- "unicode-ident",
 ]
 
 [[package]]
@@ -6885,7 +6902,7 @@ version = "8.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5bcdef0be6fe7f6fa333b1073c949729274b05f123a0ad7efcb8efd878e5c3b1"
 dependencies = [
- "sha2 0.10.9",
+ "sha2",
  "walkdir",
 ]
 
@@ -6894,7 +6911,7 @@ name = "rust-examples"
 version = "0.18.0"
 dependencies = [
  "chrono",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "raphtory",
  "regex",
  "serde",
@@ -6903,9 +6920,9 @@ dependencies = [
 
 [[package]]
 name = "rust-ini"
-version = "0.21.3"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "796e8d2b6696392a43bea58116b667fb4c29727dc5abd27d6acf338bb4f688c7"
+checksum = "3e0698206bcb8882bf2a9ecb4c1e7785db57ff052297085a6efd4fe42302068a"
 dependencies = [
  "cfg-if",
  "ordered-multimap",
@@ -6921,6 +6938,12 @@ dependencies = [
  "serde_derive",
 ]
 
+[[package]]
+name = "rustc-hash"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
+
 [[package]]
 name = "rustc-hash"
 version = "2.1.2"
@@ -6936,26 +6959,38 @@ dependencies = [
  "semver",
 ]
 
+[[package]]
+name = "rustix"
+version = "0.38.44"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
+dependencies = [
+ "bitflags",
+ "errno",
+ "libc",
+ "linux-raw-sys 0.4.15",
+ "windows-sys 0.59.0",
+]
+
 [[package]]
 name = "rustix"
 version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6fe4565b9518b83ef4f91bb47ce29620ca828bd32cb7e408f0062e9930ba190"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
  "errno",
  "libc",
- "linux-raw-sys",
+ "linux-raw-sys 0.12.1",
  "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "rustls"
-version = "0.23.40"
+version = "0.23.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef86cd5876211988985292b91c96a8f2d298df24e75989a43a3c73f2d4d8168b"
+checksum = "69f9466fb2c14ea04357e91413efb882e2a6d4a406e625449bc0a5d360d53a21"
 dependencies = [
- "aws-lc-rs",
  "once_cell",
  "ring",
  "rustls-pki-types",
@@ -7000,48 +7035,20 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.14.1"
+version = "1.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30a7197ae7eb376e574fe940d068c30fe0462554a3ddbe4eca7838e049c937a9"
+checksum = "be040f8b0a225e40375822a563fa9524378b9d63112f53e19ffff34df5d33fdd"
 dependencies = [
  "web-time",
  "zeroize",
 ]
 
-[[package]]
-name = "rustls-platform-verifier"
-version = "0.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26d1e2536ce4f35f4846aa13bff16bd0ff40157cdb14cc056c7b14ba41233ba0"
-dependencies = [
- "core-foundation 0.10.1",
- "core-foundation-sys",
- "jni",
- "log",
- "once_cell",
- "rustls",
- "rustls-native-certs 0.8.3",
- "rustls-platform-verifier-android",
- "rustls-webpki",
- "security-framework 3.7.0",
- "security-framework-sys",
- "webpki-root-certs",
- "windows-sys 0.61.2",
-]
-
-[[package]]
-name = "rustls-platform-verifier-android"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f87165f0995f63a9fbeea62b64d10b4d9d8e78ec6d7d51fb2125fda7bb36788f"
-
 [[package]]
 name = "rustls-webpki"
-version = "0.103.13"
+version = "0.103.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61c429a8649f110dddef65e2a5ad240f747e85f7758a6bccc7e5777bd33f756e"
+checksum = "8279bb85272c9f10811ae6a6c547ff594d6a7f3c6c6b02ee9726d1d0dcfcdd06"
 dependencies = [
- "aws-lc-rs",
  "ring",
  "rustls-pki-types",
  "untrusted 0.9.0",
@@ -7065,6 +7072,28 @@ dependencies = [
  "wait-timeout",
 ]
 
+[[package]]
+name = "rustyline"
+version = "13.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "02a2d683a4ac90aeef5b1013933f6d977bd37d51ff3f4dad829d4931a7e6be86"
+dependencies = [
+ "bitflags",
+ "cfg-if",
+ "clipboard-win",
+ "fd-lock",
+ "home",
+ "libc",
+ "log",
+ "memchr",
+ "nix 0.27.1",
+ "radix_trie",
+ "unicode-segmentation",
+ "unicode-width 0.1.14",
+ "utf8parse",
+ "winapi",
+]
+
 [[package]]
 name = "ryu"
 version = "1.0.23"
@@ -7141,7 +7170,7 @@ version = "2.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
  "core-foundation 0.9.4",
  "core-foundation-sys",
  "libc",
@@ -7154,7 +7183,7 @@ version = "3.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b7f4bc775c73d9a02cde8bf7b2ec4c9d12743edf609006c7facc23998404cd1d"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
  "core-foundation 0.10.1",
  "core-foundation-sys",
  "libc",
@@ -7193,23 +7222,11 @@ dependencies = [
  "serde_derive",
 ]
 
-[[package]]
-name = "serde-untagged"
-version = "0.1.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9faf48a4a2d2693be24c6289dbe26552776eb7737074e6722891fadbe6c5058"
-dependencies = [
- "erased-serde",
- "serde",
- "serde_core",
- "typeid",
-]
-
 [[package]]
 name = "serde_arrow"
-version = "0.14.1"
+version = "0.13.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26e4ac1bef72720318e2c67bd19b972d17084840f3188a585021828122c43c2c"
+checksum = "038967a6dda16f5c6ca5b6e1afec9cd2361d39f0db681ca338ac5f0ccece6469"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -7242,9 +7259,9 @@ dependencies = [
 
 [[package]]
 name = "serde_json"
-version = "1.0.150"
+version = "1.0.149"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8014e44b4736ed0538adeecded0fce2a272f22dc9578a7eb6b2d9993c74cfb9"
+checksum = "83fc039473c5595ace860d8c4fafa220ff474b3fc6bfdb4293327f1a37e94d86"
 dependencies = [
  "itoa",
  "memchr",
@@ -7277,11 +7294,11 @@ dependencies = [
 
 [[package]]
 name = "serde_spanned"
-version = "1.1.1"
+version = "0.6.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6662b5879511e06e8999a8a235d848113e942c9124f211511b16466ee2995f26"
+checksum = "bf41e0cfaf7226dca15e8197172c295a782857fcb97fad1808a166870dee75a3"
 dependencies = [
- "serde_core",
+ "serde",
 ]
 
 [[package]]
@@ -7298,12 +7315,11 @@ dependencies = [
 
 [[package]]
 name = "serde_with"
-version = "3.20.0"
+version = "3.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e72c1c2cb7b223fafb600a619537a871c2818583d619401b785e7c0b746ccde2"
+checksum = "dd5414fad8e6907dbdd5bc441a50ae8d6e26151a03b1de04d89a5576de61d01f"
 dependencies = [
- "base64",
- "bs58",
+ "base64 0.22.1",
  "chrono",
  "hex",
  "indexmap 1.9.3",
@@ -7318,9 +7334,9 @@ dependencies = [
 
 [[package]]
 name = "serde_with_macros"
-version = "3.20.0"
+version = "3.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b90c488738ecb4fb0262f41f43bc40efc5868d9fb744319ddf5f5317f417bfac"
+checksum = "d3db8978e608f1fe7357e211969fd9abdcae80bac1ba7a3369bb7eb6b404eb65"
 dependencies = [
  "darling 0.23.0",
  "proc-macro2",
@@ -7328,19 +7344,6 @@ dependencies = [
  "syn 2.0.117",
 ]
 
-[[package]]
-name = "serde_yaml_ng"
-version = "0.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b4db627b98b36d4203a7b458cf3573730f2bb591b28871d916dfa9efabfd41f"
-dependencies = [
- "indexmap 2.14.0",
- "itoa",
- "ryu",
- "serde",
- "unsafe-libyaml",
-]
-
 [[package]]
 name = "sha1"
 version = "0.10.6"
@@ -7349,18 +7352,7 @@ checksum = "e3bf829a2d51ab4a5ddf1352d8470c140cadc8301b2ae1789db023f01cedd6ba"
 dependencies = [
  "cfg-if",
  "cpufeatures 0.2.17",
- "digest 0.10.7",
-]
-
-[[package]]
-name = "sha1"
-version = "0.11.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aacc4cc499359472b4abe1bf11d0b12e688af9a805fa5e3016f9a386dc2d0214"
-dependencies = [
- "cfg-if",
- "cpufeatures 0.3.0",
- "digest 0.11.3",
+ "digest",
 ]
 
 [[package]]
@@ -7371,18 +7363,7 @@ checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
 dependencies = [
  "cfg-if",
  "cpufeatures 0.2.17",
- "digest 0.10.7",
-]
-
-[[package]]
-name = "sha2"
-version = "0.11.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "446ba717509524cb3f22f17ecc096f10f4822d76ab5c0b9822c5f9c284e825f4"
-dependencies = [
- "cfg-if",
- "cpufeatures 0.3.0",
- "digest 0.11.3",
+ "digest",
 ]
 
 [[package]]
@@ -7434,22 +7415,18 @@ version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "703d5c7ef118737c72f1af64ad2f6f8c5e1921f818cdcb97b8fe6fc69bf66214"
 
-[[package]]
-name = "simd_cesu8"
-version = "1.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94f90157bb87cddf702797c5dadfa0be7d266cdf49e22da2fcaa32eff75b2c33"
-dependencies = [
- "rustc_version",
- "simdutf8",
-]
-
 [[package]]
 name = "simdutf8"
 version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e"
 
+[[package]]
+name = "similar"
+version = "2.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbbb5d9659141646ae647b42fe094daf6c6192d1620870b449d9557f748b2daa"
+
 [[package]]
 name = "simple_asn1"
 version = "0.6.4"
@@ -7464,15 +7441,24 @@ dependencies = [
 
 [[package]]
 name = "siphasher"
-version = "1.0.3"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ee5873ec9cce0195efcb7a4e9507a04cd49aec9c83d0389df45b1ef7ba2e649"
+checksum = "b2aa850e253778c88a04c3d7323b043aeda9d3e30d5971937c1855769763678e"
 
 [[package]]
 name = "sketches-ddsketch"
-version = "0.4.0"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85636c14b73d81f541e525f585c0a2109e6744e1565b5c1668e31c70c10ed65c"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "sketches-ddsketch"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05e40b6cf54d988dc1a2223531b969c9a9e30906ad90ef64890c27b4bfbb46ea"
+checksum = "0c6f73aeb92d671e0cc4dca167e59b2deb6387c375391bc99ee743f326994a2b"
 dependencies = [
  "serde",
 ]
@@ -7483,6 +7469,15 @@ version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0c790de23124f9ab44544d7ac05d60440adc586479ce501c1d6d7da3cd8c9cf5"
 
+[[package]]
+name = "slotmap"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bdd58c3c93c3d278ca835519292445cb4b0d4dc59ccfdf7ceadaab3f8aeb4038"
+dependencies = [
+ "version_check",
+]
+
 [[package]]
 name = "smallvec"
 version = "1.15.1"
@@ -7537,6 +7532,25 @@ version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1b6b67fb9a61334225b5b790716f609cd58395f895b3fe8b328786812a40bc3b"
 
+[[package]]
+name = "snb"
+version = "0.17.0"
+dependencies = [
+ "chrono",
+ "flate2",
+ "raphtory",
+]
+
+[[package]]
+name = "socket2"
+version = "0.5.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e22376abed350d73dd1cd119b57ffccad95b4e585a7cda43e286245ce23c0678"
+dependencies = [
+ "libc",
+ "windows-sys 0.52.0",
+]
+
 [[package]]
 name = "socket2"
 version = "0.6.3"
@@ -7555,18 +7569,18 @@ checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67"
 
 [[package]]
 name = "spki"
-version = "0.8.0"
+version = "0.7.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d9efca8738c78ee9484207732f728b1ef517bbb1833d6fc0879ca898a522f6f"
+checksum = "d91ed6c858b01f942cd56b37a94b3e0a1798290327d1236e4d9cf4eaca44d29d"
 dependencies = [
  "der",
 ]
 
 [[package]]
 name = "sqlparser"
-version = "0.61.0"
+version = "0.59.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbf5ea8d4d7c808e1af1cbabebca9a2abe603bcefc22294c5b95018d53200cb7"
+checksum = "4591acadbcf52f0af60eafbb2c003232b2b4cd8de5f0e9437cb8b1b59046cc0f"
 dependencies = [
  "log",
  "sqlparser_derive",
@@ -7574,9 +7588,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser_derive"
-version = "0.5.0"
+version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a6dd45d8fc1c79299bfbb7190e42ccbbdf6a5f52e4a6ad98d92357ea965bd289"
+checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -7646,15 +7660,6 @@ dependencies = [
  "strum_macros 0.27.2",
 ]
 
-[[package]]
-name = "strum"
-version = "0.28.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9628de9b8791db39ceda2b119bbe13134770b56c138ec1d3af810d045c04f9bd"
-dependencies = [
- "strum_macros 0.28.0",
-]
-
 [[package]]
 name = "strum_macros"
 version = "0.26.4"
@@ -7680,18 +7685,6 @@ dependencies = [
  "syn 2.0.117",
 ]
 
-[[package]]
-name = "strum_macros"
-version = "0.28.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab85eea0270ee17587ed4156089e10b9e6880ee688791d45a905f5b1ca36f664"
-dependencies = [
- "heck 0.5.0",
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
-
 [[package]]
 name = "subtle"
 version = "2.6.1"
@@ -7749,99 +7742,187 @@ dependencies = [
  "syn 2.0.117",
 ]
 
-[[package]]
-name = "tagptr"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
-
+[[package]]
+name = "tagptr"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
+
+[[package]]
+name = "tantivy"
+version = "0.22.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "96599ea6fccd844fc833fed21d2eecac2e6a7c1afd9e044057391d78b1feb141"
+dependencies = [
+ "aho-corasick",
+ "arc-swap",
+ "base64 0.22.1",
+ "bitpacking",
+ "byteorder",
+ "census",
+ "crc32fast",
+ "crossbeam-channel",
+ "downcast-rs 1.2.1",
+ "fastdivide",
+ "fnv",
+ "fs4",
+ "htmlescape",
+ "itertools 0.12.1",
+ "levenshtein_automata",
+ "log",
+ "lru",
+ "lz4_flex 0.11.6",
+ "measure_time 0.8.3",
+ "memmap2",
+ "num_cpus",
+ "once_cell",
+ "oneshot",
+ "rayon",
+ "regex",
+ "rust-stemmers",
+ "rustc-hash 1.1.0",
+ "serde",
+ "serde_json",
+ "sketches-ddsketch 0.2.2",
+ "smallvec",
+ "tantivy-bitpacker 0.6.0",
+ "tantivy-columnar 0.3.0",
+ "tantivy-common 0.7.0",
+ "tantivy-fst",
+ "tantivy-query-grammar 0.22.0",
+ "tantivy-stacker 0.3.0",
+ "tantivy-tokenizer-api 0.3.0",
+ "tempfile",
+ "thiserror 1.0.69",
+ "time",
+ "uuid",
+ "winapi",
+]
+
 [[package]]
 name = "tantivy"
-version = "0.26.1"
+version = "0.24.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "edde6a10743fff00a4e1a8c9ef020bf5f3cbad301b7d2d39f2b07f123c4eac07"
+checksum = "64a966cb0e76e311f09cf18507c9af192f15d34886ee43d7ba7c7e3803660c43"
 dependencies = [
  "aho-corasick",
  "arc-swap",
- "base64",
+ "base64 0.22.1",
  "bitpacking",
  "bon",
  "byteorder",
  "census",
  "crc32fast",
  "crossbeam-channel",
- "datasketches",
- "downcast-rs",
+ "downcast-rs 2.0.2",
  "fastdivide",
  "fnv",
  "fs4",
  "htmlescape",
+ "hyperloglogplus",
  "itertools 0.14.0",
  "levenshtein_automata",
  "log",
  "lru",
- "lz4_flex",
- "measure_time",
+ "lz4_flex 0.11.6",
+ "measure_time 0.9.0",
  "memmap2",
  "once_cell",
  "oneshot",
  "rayon",
  "regex",
  "rust-stemmers",
- "rustc-hash",
+ "rustc-hash 2.1.2",
  "serde",
  "serde_json",
- "sketches-ddsketch",
+ "sketches-ddsketch 0.3.1",
  "smallvec",
- "tantivy-bitpacker",
- "tantivy-columnar",
- "tantivy-common",
+ "tantivy-bitpacker 0.8.0",
+ "tantivy-columnar 0.5.0",
+ "tantivy-common 0.9.0",
  "tantivy-fst",
- "tantivy-query-grammar",
- "tantivy-stacker",
- "tantivy-tokenizer-api",
+ "tantivy-query-grammar 0.24.0",
+ "tantivy-stacker 0.5.0",
+ "tantivy-tokenizer-api 0.5.0",
  "tempfile",
  "thiserror 2.0.18",
  "time",
- "typetag",
  "uuid",
  "winapi",
 ]
 
 [[package]]
 name = "tantivy-bitpacker"
-version = "0.10.0"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "284899c2325d6832203ac6ff5891b297fc5239c3dc754c5bc1977855b23c10df"
+dependencies = [
+ "bitpacking",
+]
+
+[[package]]
+name = "tantivy-bitpacker"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fed3d674429bcd2de5d0a6d1aa5495fed8afd9c5ecce993019caf7615f53fa4"
+checksum = "1adc286a39e089ae9938935cd488d7d34f14502544a36607effd2239ff0e2494"
 dependencies = [
  "bitpacking",
 ]
 
 [[package]]
 name = "tantivy-columnar"
-version = "0.7.0"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "12722224ffbe346c7fec3275c699e508fd0d4710e629e933d5736ec524a1f44e"
+dependencies = [
+ "downcast-rs 1.2.1",
+ "fastdivide",
+ "itertools 0.12.1",
+ "serde",
+ "tantivy-bitpacker 0.6.0",
+ "tantivy-common 0.7.0",
+ "tantivy-sstable 0.3.0",
+ "tantivy-stacker 0.3.0",
+]
+
+[[package]]
+name = "tantivy-columnar"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c57166f5bcfd478f370ab8445afb4678dce44801fa5ce5c451aaf8595583c5dc"
+checksum = "6300428e0c104c4f7db6f95b466a6f5c1b9aece094ec57cdd365337908dc7344"
 dependencies = [
- "downcast-rs",
+ "downcast-rs 2.0.2",
  "fastdivide",
  "itertools 0.14.0",
  "serde",
- "tantivy-bitpacker",
- "tantivy-common",
- "tantivy-sstable",
- "tantivy-stacker",
+ "tantivy-bitpacker 0.8.0",
+ "tantivy-common 0.9.0",
+ "tantivy-sstable 0.5.0",
+ "tantivy-stacker 0.5.0",
+]
+
+[[package]]
+name = "tantivy-common"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8019e3cabcfd20a1380b491e13ff42f57bb38bf97c3d5fa5c07e50816e0621f4"
+dependencies = [
+ "async-trait",
+ "byteorder",
+ "ownedbytes 0.7.0",
+ "serde",
+ "time",
 ]
 
 [[package]]
 name = "tantivy-common"
-version = "0.11.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbf10915aa75da3c3b0d58b58853d2e889efbaf32d4982a4c3715dde6bba23e5"
+checksum = "e91b6ea6090ce03dc72c27d0619e77185d26cc3b20775966c346c6d4f7e99d7f"
 dependencies = [
  "async-trait",
  "byteorder",
- "ownedbytes",
+ "ownedbytes 0.9.0",
  "serde",
  "time",
 ]
@@ -7859,46 +7940,86 @@ dependencies = [
 
 [[package]]
 name = "tantivy-query-grammar"
-version = "0.26.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfadb8526b6da90704feb293b0701a6aae62ea14983143344be2dc5ce30f1d82"
+checksum = "847434d4af57b32e309f4ab1b4f1707a6c566656264caa427ff4285c4d9d0b82"
+dependencies = [
+ "nom 7.1.3",
+]
+
+[[package]]
+name = "tantivy-query-grammar"
+version = "0.24.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e810cdeeebca57fc3f7bfec5f85fdbea9031b2ac9b990eb5ff49b371d52bbe6a"
 dependencies = [
- "fnv",
  "nom 7.1.3",
- "ordered-float 5.3.0",
  "serde",
  "serde_json",
 ]
 
 [[package]]
 name = "tantivy-sstable"
-version = "0.7.0"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c69578242e8e9fc989119f522ba5b49a38ac20f576fc778035b96cc94f41f98e"
+dependencies = [
+ "tantivy-bitpacker 0.6.0",
+ "tantivy-common 0.7.0",
+ "tantivy-fst",
+ "zstd",
+]
+
+[[package]]
+name = "tantivy-sstable"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a2cfc3ac5164cbadc28965ffb145a8f47582a60ae5897859ad8d4316596c606"
+checksum = "709f22c08a4c90e1b36711c1c6cad5ae21b20b093e535b69b18783dd2cb99416"
 dependencies = [
  "futures-util",
  "itertools 0.14.0",
- "tantivy-bitpacker",
- "tantivy-common",
+ "tantivy-bitpacker 0.8.0",
+ "tantivy-common 0.9.0",
  "tantivy-fst",
  "zstd",
 ]
 
 [[package]]
 name = "tantivy-stacker"
-version = "0.7.0"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c56d6ff5591fc332739b3ce7035b57995a3ce29a93ffd6012660e0949c956ea8"
+dependencies = [
+ "murmurhash32",
+ "rand_distr 0.4.3",
+ "tantivy-common 0.7.0",
+]
+
+[[package]]
+name = "tantivy-stacker"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6cbb051742da9d53ca9e8fff43a9b10e319338b24e2c0e15d0372df19ffeb951"
+checksum = "2bcdebb267671311d1e8891fd9d1301803fdb8ad21ba22e0a30d0cab49ba59c1"
 dependencies = [
  "murmurhash32",
- "tantivy-common",
+ "rand_distr 0.4.3",
+ "tantivy-common 0.9.0",
 ]
 
 [[package]]
 name = "tantivy-tokenizer-api"
-version = "0.7.0"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2a0dcade25819a89cfe6f17d932c9cedff11989936bf6dd4f336d50392053b04"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "tantivy-tokenizer-api"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eac258c2c6390673f2685813afeeafcb8c4e0ee7de8dd3fc46838dcc37263f98"
+checksum = "dfa942fcee81e213e09715bbce8734ae2180070b97b33839a795ba1de201547d"
 dependencies = [
  "serde",
 ]
@@ -7924,52 +8045,51 @@ dependencies = [
  "fastrand",
  "getrandom 0.4.2",
  "once_cell",
- "rustix",
+ "rustix 1.1.4",
  "windows-sys 0.61.2",
 ]
 
+[[package]]
+name = "termcolor"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06794f8f6c5c898b3275aebefa6b8a1cb24cd2c6c79397ab15774837a0bc5755"
+dependencies = [
+ "winapi-util",
+]
+
 [[package]]
 name = "terminal_size"
 version = "0.4.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "230a1b821ccbd75b185820a1f1ff7b14d21da1e442e22c0863ea5f08771a8874"
 dependencies = [
- "rustix",
+ "rustix 1.1.4",
  "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "test-log"
-version = "0.2.20"
+version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f46bf474f0a4afebf92f076d54fd5e63423d9438b8c278a3d2ccb0f47f7cdb3"
+checksum = "37d53ac171c92a39e4769491c4b4dde7022c60042254b5fc044ae409d34a24d4"
 dependencies = [
- "env_logger",
+ "env_logger 0.11.10",
  "test-log-macros",
  "tracing-subscriber",
 ]
 
 [[package]]
-name = "test-log-core"
-version = "0.2.20"
+name = "test-log-macros"
+version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37d4d41320b48bc4a211a9021678fcc0c99569b594ea31c93735b8e517102b4c"
+checksum = "be35209fd0781c5401458ab66e4f98accf63553e8fae7425503e92fdd319783b"
 dependencies = [
  "proc-macro2",
  "quote",
  "syn 2.0.117",
 ]
 
-[[package]]
-name = "test-log-macros"
-version = "0.2.20"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9beb9249a81e430dffd42400a49019bcf548444f1968ff23080a625de0d4d320"
-dependencies = [
- "syn 2.0.117",
- "test-log-core",
-]
-
 [[package]]
 name = "thiserror"
 version = "1.0.69"
@@ -8041,9 +8161,9 @@ dependencies = [
 
 [[package]]
 name = "tikv-jemalloc-sys"
-version = "0.7.1+5.3.1-0-g81034ce1f1373e37dc865038e1bc8eeecf559ce8"
+version = "0.6.1+5.3.0-1-ge13ca993e8ccb9ba9847cc330696e02839f328f7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a2825c78386b4ae0314074867860ba9577875de945f05992c38815cbec327f0"
+checksum = "cd8aa5b2ab86a2cefa406d889139c162cbb230092f7d1d7cbc1716405d852a3b"
 dependencies = [
  "cc",
  "libc",
@@ -8051,9 +8171,9 @@ dependencies = [
 
 [[package]]
 name = "tikv-jemallocator"
-version = "0.7.0"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "249f09e49ab1609436f34c776e84231bead18d6a955f119f939bdc1d847561bd"
+checksum = "0359b4327f954e0567e69fb191cf1436617748813819c94b8cd4a431422d053a"
 dependencies = [
  "libc",
  "tikv-jemalloc-sys",
@@ -8067,7 +8187,6 @@ checksum = "743bd48c283afc0388f9b8827b976905fb217ad9e647fae3a379a9283c4def2c"
 dependencies = [
  "deranged",
  "itoa",
- "js-sys",
  "num-conv",
  "powerfmt",
  "serde_core",
@@ -8138,9 +8257,9 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.52.3"
+version = "1.52.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fc7f01b389ac15039e4dc9531aa973a135d7a4135281b12d7c1bc79fd57fffe"
+checksum = "a91135f59b1cbf38c91e73cf3386fca9bb77915c45ce2771460c9d92f0f3d776"
 dependencies = [
  "bytes",
  "libc",
@@ -8148,8 +8267,9 @@ dependencies = [
  "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
- "socket2",
+ "socket2 0.6.3",
  "tokio-macros",
+ "tracing",
  "windows-sys 0.61.2",
 ]
 
@@ -8183,7 +8303,6 @@ dependencies = [
  "futures-core",
  "pin-project-lite",
  "tokio",
- "tokio-util",
 ]
 
 [[package]]
@@ -8214,15 +8333,23 @@ dependencies = [
 
 [[package]]
 name = "toml"
-version = "1.1.2+spec-1.1.0"
+version = "0.8.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81f3d15e84cbcd896376e6730314d59fb5a87f31e4b038454184435cd57defee"
+checksum = "dc1beb996b9d83529a9e75c17a1686767d148d70663143c7854d8b4a09ced362"
 dependencies = [
- "serde_core",
+ "serde",
  "serde_spanned",
- "toml_datetime",
- "toml_parser",
- "winnow",
+ "toml_datetime 0.6.11",
+ "toml_edit 0.22.27",
+]
+
+[[package]]
+name = "toml_datetime"
+version = "0.6.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "22cddaf88f4fbc13c51aebbf5f8eceb5c7c5a9da2ac40a13519eb5b0a0e8f11c"
+dependencies = [
+ "serde",
 ]
 
 [[package]]
@@ -8234,6 +8361,20 @@ dependencies = [
  "serde_core",
 ]
 
+[[package]]
+name = "toml_edit"
+version = "0.22.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "41fe8c660ae4257887cf66394862d21dbca4a6ddd26f04a3560410406a2f819a"
+dependencies = [
+ "indexmap 2.14.0",
+ "serde",
+ "serde_spanned",
+ "toml_datetime 0.6.11",
+ "toml_write",
+ "winnow 0.7.15",
+]
+
 [[package]]
 name = "toml_edit"
 version = "0.25.11+spec-1.1.0"
@@ -8241,9 +8382,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0b59c4d22ed448339746c59b905d24568fcbb3ab65a500494f7b8c3e97739f2b"
 dependencies = [
  "indexmap 2.14.0",
- "toml_datetime",
+ "toml_datetime 1.1.1+spec-1.1.0",
  "toml_parser",
- "winnow",
+ "winnow 1.0.1",
 ]
 
 [[package]]
@@ -8252,18 +8393,27 @@ version = "1.1.2+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a2abe9b86193656635d2411dc43050282ca48aa31c2451210f4202550afb7526"
 dependencies = [
- "winnow",
+ "winnow 1.0.1",
 ]
 
+[[package]]
+name = "toml_write"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5d99f8c9a7727884afe522e9bd5edbfc91a3312b36a77b5fb8926e4c31a41801"
+
 [[package]]
 name = "tonic"
-version = "0.14.6"
+version = "0.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac2a5518c70fa84342385732db33fb3f44bc4cc748936eb5833d2df34d6445ef"
+checksum = "877c5b330756d856ffcc4553ab34a5684481ade925ecc54bcd1bf02b1d0d4d52"
 dependencies = [
+ "async-stream",
  "async-trait",
- "base64",
+ "axum 0.7.9",
+ "base64 0.22.1",
  "bytes",
+ "h2",
  "http",
  "http-body",
  "http-body-util",
@@ -8272,35 +8422,34 @@ dependencies = [
  "hyper-util",
  "percent-encoding",
  "pin-project",
- "sync_wrapper",
+ "prost 0.13.5",
+ "socket2 0.5.10",
  "tokio",
  "tokio-stream",
- "tower",
+ "tower 0.4.13",
  "tower-layer",
  "tower-service",
  "tracing",
 ]
 
 [[package]]
-name = "tonic-prost"
-version = "0.14.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a55376a0bbaa4975a3f10d009ad763d8f4108f067c7c2e74f3001fb49778d309"
-dependencies = [
- "bytes",
- "prost",
- "tonic",
-]
-
-[[package]]
-name = "tonic-types"
-version = "0.14.6"
+name = "tower"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "73ab1b02061f83d519bba3caa167f88f261ef05720ab8ebc954ade70de3348e8"
+checksum = "b8fa9be0de6cf49e536ce1851f987bd21a43b771b09473c3549a6c853db37c1c"
 dependencies = [
- "prost",
- "prost-types",
- "tonic",
+ "futures-core",
+ "futures-util",
+ "indexmap 1.9.3",
+ "pin-project",
+ "pin-project-lite",
+ "rand 0.8.5",
+ "slab",
+ "tokio",
+ "tokio-util",
+ "tower-layer",
+ "tower-service",
+ "tracing",
 ]
 
 [[package]]
@@ -8311,12 +8460,9 @@ checksum = "ebe5ef63511595f1344e2d5cfa636d973292adc0eec1f0ad45fae9f0851ab1d4"
 dependencies = [
  "futures-core",
  "futures-util",
- "indexmap 2.14.0",
  "pin-project-lite",
- "slab",
  "sync_wrapper",
  "tokio",
- "tokio-util",
  "tower-layer",
  "tower-service",
  "tracing",
@@ -8324,25 +8470,25 @@ dependencies = [
 
 [[package]]
 name = "tower-http"
-version = "0.6.11"
+version = "0.6.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4cfcf7e2740e6fc6d4d688b4ef00650406bb94adf4731e43c096c3a19fe40840"
+checksum = "d4e6559d53cc268e5031cd8429d05415bc4cb4aefc4aa5d6cc35fbf5b924a1f8"
 dependencies = [
  "async-compression",
- "bitflags 2.11.1",
+ "bitflags",
  "bytes",
  "futures-core",
  "futures-util",
  "http",
  "http-body",
  "http-body-util",
+ "iri-string",
  "pin-project-lite",
  "tokio",
  "tokio-util",
- "tower",
+ "tower 0.5.3",
  "tower-layer",
  "tower-service",
- "url",
 ]
 
 [[package]]
@@ -8403,12 +8549,14 @@ dependencies = [
 
 [[package]]
 name = "tracing-opentelemetry"
-version = "0.33.0"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adbc64cba7137545b8044cb1fe9814f7aacf3c6b5f9b45be8bb5db538befdb26"
+checksum = "97a971f6058498b5c0f1affa23e7ea202057a7301dbff68e968b2d578bcbd053"
 dependencies = [
  "js-sys",
+ "once_cell",
  "opentelemetry",
+ "opentelemetry_sdk",
  "smallvec",
  "tracing",
  "tracing-core",
@@ -8435,6 +8583,27 @@ dependencies = [
  "tracing-log",
 ]
 
+[[package]]
+name = "tracing-test"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "19a4c448db514d4f24c5ddb9f73f2ee71bfb24c526cf0c570ba142d1119e0051"
+dependencies = [
+ "tracing-core",
+ "tracing-subscriber",
+ "tracing-test-macro",
+]
+
+[[package]]
+name = "tracing-test-macro"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad06847b7afb65c7866a36664b75c40b895e318cea4f71299f013fb22965329d"
+dependencies = [
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "try-lock"
 version = "0.2.5"
@@ -8453,7 +8622,7 @@ dependencies = [
  "httparse",
  "log",
  "rand 0.9.4",
- "sha1 0.10.6",
+ "sha1",
  "thiserror 2.0.18",
  "utf-8",
 ]
@@ -8467,47 +8636,11 @@ dependencies = [
  "rand 0.9.4",
 ]
 
-[[package]]
-name = "typed-path"
-version = "0.12.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e28f89b80c87b8fb0cf04ab448d5dd0dd0ade2f8891bae878de66a75a28600e"
-
-[[package]]
-name = "typeid"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc7d623258602320d5c55d1bc22793b57daff0ec7efc270ea7d55ce1d5f5471c"
-
 [[package]]
 name = "typenum"
-version = "1.20.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40ce102ab67701b8526c123c1bab5cbe42d7040ccfd0f64af1a385808d2f43de"
-
-[[package]]
-name = "typetag"
-version = "0.2.22"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c5a897b12c6c1151ad0b138b8db50252dc301f93bc3b027db05eec82aeed298c"
-dependencies = [
- "erased-serde",
- "inventory",
- "once_cell",
- "serde",
- "typetag-impl",
-]
-
-[[package]]
-name = "typetag-impl"
-version = "0.2.22"
+version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cf808357c6ed7e13ba0f3277ec8d8f21b2d501274895104263985330c726c1c5"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
+checksum = "562d481066bde0658276a35467c4af00bdc6ee726305698a55b86e61d7ad82bb"
 
 [[package]]
 name = "ucd-trie"
@@ -8536,33 +8669,24 @@ version = "2.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dbc4bc3a9f746d862c45cb89d705aa10f187bb96c76001afab07a0d35ce60142"
 
-[[package]]
-name = "unicode-blocks"
-version = "0.1.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b12e05d9e06373163a9bb6bb8c263c261b396643a99445fe6b9811fd376581b"
-
 [[package]]
 name = "unicode-ident"
 version = "1.0.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e6e4313cd5fcd3dad5cafa179702e2b244f760991f45397d14d4ebf38247da75"
 
-[[package]]
-name = "unicode-normalization"
-version = "0.1.25"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5fd4f6878c9cb28d874b009da9e8d183b5abc80117c40bbd187a1fde336be6e8"
-dependencies = [
- "tinyvec",
-]
-
 [[package]]
 name = "unicode-segmentation"
 version = "1.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9629274872b2bfaf8d66f5f15725007f635594914870f65218920345aa11aa8c"
 
+[[package]]
+name = "unicode-width"
+version = "0.1.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af"
+
 [[package]]
 name = "unicode-width"
 version = "0.2.2"
@@ -8576,10 +8700,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
 
 [[package]]
-name = "unsafe-libyaml"
-version = "0.2.11"
+name = "unindent"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "673aac59facbab8a9007c7f6108d11f63b603f7cabff99fabf650fea5c32b861"
+checksum = "7264e107f553ccae879d21fbea1d6724ac785e8c3bfc762137959b5802826ef3"
 
 [[package]]
 name = "untrusted"
@@ -8593,6 +8717,12 @@ version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
 
+[[package]]
+name = "unty"
+version = "0.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d49784317cd0d1ee7ec5c716dd598ec5b4483ea832a2dced265471cc0f690ae"
+
 [[package]]
 name = "url"
 version = "2.5.8"
@@ -8631,9 +8761,9 @@ checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "uuid"
-version = "1.23.1"
+version = "1.23.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ddd74a9687298c6858e9b88ec8935ec45d22e8fd5e6394fa1bd4e99a87789c76"
+checksum = "5ac8b6f42ead25368cf5b098aeb3dc8a1a2c05a3eee8a9a1a68c640edbfc79d9"
 dependencies = [
  "getrandom 0.4.2",
  "js-sys",
@@ -8653,6 +8783,12 @@ version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
 
+[[package]]
+name = "virtue"
+version = "0.0.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "051eb1abcf10076295e815102942cc58f9d5e3b4560e46e53c21e8ff6f3af7b1"
+
 [[package]]
 name = "wait-timeout"
 version = "0.2.1"
@@ -8689,11 +8825,11 @@ checksum = "ccf3ec651a847eb01de73ccad15eb7d99f80485de043efb2f370cd654f4ea44b"
 
 [[package]]
 name = "wasip2"
-version = "1.0.3+wasi-0.2.9"
+version = "1.0.2+wasi-0.2.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "20064672db26d7cdc89c7798c48a0fdfac8213434a1186e5ef29fd560ae223d6"
+checksum = "9517f9239f02c069db75e65f174b3da828fe5f5b945c4dd26bd25d89c03ebcf5"
 dependencies = [
- "wit-bindgen 0.57.1",
+ "wit-bindgen",
 ]
 
 [[package]]
@@ -8702,14 +8838,14 @@ version = "0.4.0+wasi-0.3.0-rc-2026-01-06"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5428f8bf88ea5ddc08faddef2ac4a67e390b88186c703ce6dbd955e1c145aca5"
 dependencies = [
- "wit-bindgen 0.51.0",
+ "wit-bindgen",
 ]
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.121"
+version = "0.2.118"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49ace1d07c165b0864824eee619580c4689389afa9dc9ed3a4c75040d82e6790"
+checksum = "0bf938a0bacb0469e83c1e148908bd7d5a6010354cf4fb73279b7447422e3a89"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -8720,9 +8856,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.71"
+version = "0.4.68"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96492d0d3ffba25305a7dc88720d250b1401d7edca02cc3bcd50633b424673b8"
+checksum = "f371d383f2fb139252e0bfac3b81b265689bf45b6874af544ffa4c975ac1ebf8"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -8730,9 +8866,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.121"
+version = "0.2.118"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e68e6f4afd367a562002c05637acb8578ff2dea1943df76afb9e83d177c8578"
+checksum = "eeff24f84126c0ec2db7a449f0c2ec963c6a49efe0698c4242929da037ca28ed"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -8740,9 +8876,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.121"
+version = "0.2.118"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d95a9ec35c64b2a7cb35d3fead40c4238d0940c86d107136999567a4703259f2"
+checksum = "9d08065faf983b2b80a79fd87d8254c409281cf7de75fc4b773019824196c904"
 dependencies = [
  "bumpalo",
  "proc-macro2",
@@ -8753,9 +8889,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.121"
+version = "0.2.118"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4e0100b01e9f0d03189a92b96772a1fb998639d981193d7dbab487302513441"
+checksum = "5fd04d9e306f1907bd13c6361b5c6bfc7b3b3c095ed3f8a9246390f8dbdee129"
 dependencies = [
  "unicode-ident",
 ]
@@ -8801,7 +8937,7 @@ version = "0.244.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "47b807c72e1bac69382b3a6fb3dbe8ea4c0ed87ff5629b8685ae6b9a611028fe"
 dependencies = [
- "bitflags 2.11.1",
+ "bitflags",
  "hashbrown 0.15.5",
  "indexmap 2.14.0",
  "semver",
@@ -8809,9 +8945,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.98"
+version = "0.3.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b572dff8bcf38bad0fa19729c89bb5748b2b9b1d8be70cf90df697e3a8f32aa"
+checksum = "4f2dfbb17949fa2088e5d39408c48368947b86f7834484e87b73de55bc14d97d"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -8827,29 +8963,20 @@ dependencies = [
  "wasm-bindgen",
 ]
 
-[[package]]
-name = "webpki-root-certs"
-version = "1.0.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f31141ce3fc3e300ae89b78c0dd67f9708061d1d2eda54b8209346fd6be9a92c"
-dependencies = [
- "rustls-pki-types",
-]
-
 [[package]]
 name = "webpki-roots"
 version = "0.26.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "521bc38abb08001b01866da9f51eb7c5d647a19260e00054a8c7fd5f9e57f7a9"
 dependencies = [
- "webpki-roots 1.0.7",
+ "webpki-roots 1.0.6",
 ]
 
 [[package]]
 name = "webpki-roots"
-version = "1.0.7"
+version = "1.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52f5ee44c96cf55f1b349600768e3ece3a8f26010c05265ab73f945bb1a2eb9d"
+checksum = "22cfaf3c063993ff62e73cb4311efde4db1efb31ab78a3e5c457939ad5cc0bed"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -9117,27 +9244,30 @@ checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
 
 [[package]]
 name = "winnow"
-version = "1.0.3"
+version = "0.7.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0592e1c9d151f854e6fd382574c3a0855250e1d9b2f99d9281c6e6391af352f1"
+checksum = "df79d97927682d2fd8adb29682d1140b343be4ac0f08fd68b7765d9c059d3945"
 dependencies = [
  "memchr",
 ]
 
 [[package]]
-name = "wit-bindgen"
-version = "0.51.0"
+name = "winnow"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7249219f66ced02969388cf2bb044a09756a083d0fab1e566056b04d9fbcaa5"
+checksum = "09dac053f1cd375980747450bfc7250c264eaae0583872e845c0c7cd578872b5"
 dependencies = [
- "wit-bindgen-rust-macro",
+ "memchr",
 ]
 
 [[package]]
 name = "wit-bindgen"
-version = "0.57.1"
+version = "0.51.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
+checksum = "d7249219f66ced02969388cf2bb044a09756a083d0fab1e566056b04d9fbcaa5"
+dependencies = [
+ "wit-bindgen-rust-macro",
+]
 
 [[package]]
 name = "wit-bindgen-core"
@@ -9188,7 +9318,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9d66ea20e9553b30172b5e831994e35fbde2d165325bec84fc43dbf6f4eb9cb2"
 dependencies = [
  "anyhow",
- "bitflags 2.11.1",
+ "bitflags",
  "indexmap 2.14.0",
  "log",
  "serde",
@@ -9239,11 +9369,20 @@ version = "0.8.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
 
+[[package]]
+name = "xz2"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "388c44dc09d76f1536602ead6d325eb532f5c122f17782bd57fb47baeeb767e2"
+dependencies = [
+ "lzma-sys",
+]
+
 [[package]]
 name = "yaml-rust2"
-version = "0.11.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "631a50d867fafb7093e709d75aaee9e0e0d5deb934021fcea25ac2fe09edc51e"
+checksum = "8902160c4e6f2fb145dbe9d6760a75e3c9522d8bf796ed7047c85919ac7115f8"
 dependencies = [
  "arraydeque",
  "encoding_rs",
@@ -9301,9 +9440,9 @@ dependencies = [
 
 [[package]]
 name = "zerofrom"
-version = "0.1.8"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ec05a11813ea801ff6d75110ad09cd0824ddba17dfe17128ea0d5f68e6c5272"
+checksum = "69faa1f2a1ea75661980b013019ed6687ed0e83d069bc1114e2cc74c6c04c4df"
 dependencies = [
  "zerofrom-derive",
 ]
@@ -9375,26 +9514,29 @@ dependencies = [
 
 [[package]]
 name = "zip"
-version = "8.6.0"
+version = "2.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2d04a6b5381502aa6087c94c669499eb1602eb9c5e8198e534de571f7154809b"
+checksum = "fabe6324e908f85a1c52063ce7aa26b68dcb7eb6dbc83a2d148403c9bc3eba50"
 dependencies = [
  "aes",
- "bzip2",
- "constant_time_eq",
+ "arbitrary",
+ "bzip2 0.5.2",
+ "constant_time_eq 0.3.1",
  "crc32fast",
+ "crossbeam-utils",
  "deflate64",
+ "displaydoc",
  "flate2",
- "getrandom 0.4.2",
+ "getrandom 0.3.4",
  "hmac",
  "indexmap 2.14.0",
- "lzma-rust2",
+ "lzma-rs",
  "memchr",
  "pbkdf2",
- "ppmd-rust",
- "sha1 0.11.0",
+ "sha1",
+ "thiserror 2.0.18",
  "time",
- "typed-path",
+ "xz2",
  "zeroize",
  "zopfli",
  "zstd",

From 11a7a88d6a2455291d6423a2c9502b858109eef7 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Mon, 11 May 2026 16:05:42 +0100
Subject: [PATCH 05/22] minor fixes

---
 .../src/db/api/view/internal/time_semantics/filtered_edge.rs     | 1 -
 raphtory/src/parquet_encoder/mod.rs                              | 1 +
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/raphtory/src/db/api/view/internal/time_semantics/filtered_edge.rs b/raphtory/src/db/api/view/internal/time_semantics/filtered_edge.rs
index a97d4e4fa5..737ad7c4a5 100644
--- a/raphtory/src/db/api/view/internal/time_semantics/filtered_edge.rs
+++ b/raphtory/src/db/api/view/internal/time_semantics/filtered_edge.rs
@@ -334,7 +334,6 @@ impl<'a> FilteredEdgeStorageOps<'a> for EdgeEntryRef<'a> {
     ) -> impl Iterator<Item = LayerId> + 'a {
         self.layer_ids_iter(layer_ids)
             .filter(move |layer_id| view.internal_filter_edge_layer(self, *layer_id))
-            .map(|layer_id| layer_id)
     }
 
     fn filtered_additions_iter<G: GraphView + 'a>(
diff --git a/raphtory/src/parquet_encoder/mod.rs b/raphtory/src/parquet_encoder/mod.rs
index f07706b9b4..c93e20788e 100644
--- a/raphtory/src/parquet_encoder/mod.rs
+++ b/raphtory/src/parquet_encoder/mod.rs
@@ -93,6 +93,7 @@ pub(crate) fn run_encode_indexed<
     encode_fn: impl Fn(II, &G, &mut Decoder, &mut S) -> Result<(), GraphError> + Sync,
 ) -> Result<(), GraphError> {
     let schema = derive_schema(meta, g.id_type(), default_fields_fn)?;
+
     let num_digits = 8;
 
     items.try_for_each(|(chunk, items)| {

From be559881a47d36a986a324f6e789d0d681bfaba4 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Wed, 13 May 2026 12:41:28 +0000
Subject: [PATCH 06/22] add bulk writer to avoid calling atomics on every event

---
 .../src/pages/edge_page/bulk_writer.rs        | 136 +++
 db4-storage/src/pages/edge_page/mod.rs        |   1 +
 db4-storage/src/pages/edge_page/writer.rs     |   1 +
 db4-storage/src/pages/layer_counter.rs        |   8 +-
 db4-storage/src/pages/locked/edges.rs         |   7 +-
 db4-storage/src/pages/locked/nodes.rs         |   7 +-
 .../src/pages/node_page/bulk_writer.rs        | 145 +++
 db4-storage/src/pages/node_page/mod.rs        |   1 +
 db4-storage/src/pages/node_page/writer.rs     |  39 +-
 raphtory/examples/snb_loader.rs               | 967 ++++++++----------
 raphtory/src/arrow_loader/df_loaders/edges.rs |   8 +-
 11 files changed, 778 insertions(+), 542 deletions(-)
 create mode 100644 db4-storage/src/pages/edge_page/bulk_writer.rs
 create mode 100644 db4-storage/src/pages/node_page/bulk_writer.rs

diff --git a/db4-storage/src/pages/edge_page/bulk_writer.rs b/db4-storage/src/pages/edge_page/bulk_writer.rs
new file mode 100644
index 0000000000..575a7b22a5
--- /dev/null
+++ b/db4-storage/src/pages/edge_page/bulk_writer.rs
@@ -0,0 +1,136 @@
+use crate::{
+    LocalPOS, api::edges::EdgeSegmentOps, pages::edge_page::writer::EdgeWriter,
+    segments::edge::segment::MemEdgeSegment,
+};
+use raphtory_api::core::entities::{
+    EID, LayerId, VID,
+    properties::{meta::STATIC_GRAPH_LAYER_ID, prop::AsPropRef},
+};
+use raphtory_core::storage::timeindex::{AsTime, EventTime};
+use std::ops::DerefMut;
+
+pub struct BulkEdgeWriter<
+    'a,
+    MP: DerefMut<Target = MemEdgeSegment> + std::fmt::Debug,
+    ES: EdgeSegmentOps,
+> {
+    ew: EdgeWriter<'a, MP, ES>,
+    layers: Vec<usize>,
+    earliest: EventTime,
+    latest: EventTime,
+}
+
+impl<'a, MP: DerefMut<Target = MemEdgeSegment> + std::fmt::Debug, ES: EdgeSegmentOps>
+    From<EdgeWriter<'a, MP, ES>> for BulkEdgeWriter<'a, MP, ES>
+{
+    fn from(value: EdgeWriter<'a, MP, ES>) -> Self {
+        Self {
+            ew: value,
+            layers: vec![0],
+            earliest: EventTime::MAX,
+            latest: EventTime::MIN,
+        }
+    }
+}
+
+impl<'a, MP: DerefMut<Target = MemEdgeSegment> + std::fmt::Debug, ES: EdgeSegmentOps>
+    BulkEdgeWriter<'a, MP, ES>
+{
+    pub fn bulk_add_edge<P: AsPropRef>(
+        &mut self,
+        t: EventTime,
+        edge_pos: LocalPOS,
+        src: VID,
+        dst: VID,
+        edge_exists: bool,
+        layer_id: LayerId,
+        c_props: impl IntoIterator<Item = (usize, P)>,
+        t_props: impl IntoIterator<Item = (usize, P)>,
+    ) {
+        if !edge_exists {
+            if self
+                .ew
+                .writer
+                .insert_static_edge_internal(edge_pos, src, dst, STATIC_GRAPH_LAYER_ID)
+            {
+                self.increment_layer_num_edges(STATIC_GRAPH_LAYER_ID);
+            }
+        }
+
+        if self
+            .ew
+            .writer
+            .insert_edge_internal(t, edge_pos, src, dst, layer_id, t_props)
+            && !self.ew.page.immut_has_edge(edge_pos, layer_id)
+        {
+            self.increment_layer_num_edges(layer_id);
+        }
+
+        self.update_time(t);
+
+        self.ew
+            .writer
+            .update_const_properties(edge_pos, src, dst, layer_id, c_props);
+    }
+
+    pub fn bulk_delete_edge(
+        &mut self,
+        t: EventTime,
+        edge_pos: LocalPOS,
+        src: VID,
+        dst: VID,
+        exists: bool,
+        layer_id: LayerId,
+    ) {
+        if !exists {
+            if self
+                .ew
+                .writer
+                .insert_static_edge_internal(edge_pos, src, dst, STATIC_GRAPH_LAYER_ID)
+            {
+                self.increment_layer_num_edges(STATIC_GRAPH_LAYER_ID);
+            }
+        }
+
+        self.update_time(t);
+        if self
+            .ew
+            .writer
+            .delete_edge_internal(t, edge_pos, src, dst, layer_id)
+            && !self.ew.page.immut_has_edge(edge_pos, layer_id)
+        {
+            self.increment_layer_num_edges(layer_id);
+        }
+    }
+
+    #[inline]
+    fn increment_layer_num_edges(&mut self, layer_id: LayerId) {
+        if self.layers.len() <= layer_id.0 {
+            self.layers.resize_with(layer_id.0 + 1, Default::default);
+        }
+        self.layers[layer_id.0] += 1;
+    }
+
+    #[inline]
+    fn update_time(&mut self, t: EventTime) {
+        self.earliest = self.earliest.min(t);
+        self.latest = self.latest.max(t);
+    }
+
+    #[inline(always)]
+    pub fn resolve_pos(&self, edge_id: EID) -> Option<LocalPOS> {
+        self.ew.resolve_pos(edge_id)
+    }
+}
+
+impl<'a, MP: DerefMut<Target = MemEdgeSegment> + std::fmt::Debug, ES: EdgeSegmentOps> Drop
+    for BulkEdgeWriter<'a, MP, ES>
+{
+    fn drop(&mut self) {
+        for (layer_id, count) in self.layers.iter().enumerate() {
+            self.ew.graph_stats.increment_by(LayerId(layer_id), *count);
+        }
+        self.ew.graph_stats.update_time(self.earliest.t());
+        self.ew.graph_stats.update_time(self.latest.t());
+    }
+}
diff --git a/db4-storage/src/pages/edge_page/mod.rs b/db4-storage/src/pages/edge_page/mod.rs
index d3baa81782..69fc99e0c2 100644
--- a/db4-storage/src/pages/edge_page/mod.rs
+++ b/db4-storage/src/pages/edge_page/mod.rs
@@ -1 +1,2 @@
 pub mod writer;
+pub mod bulk_writer;
diff --git a/db4-storage/src/pages/edge_page/writer.rs b/db4-storage/src/pages/edge_page/writer.rs
index 03c96cefce..d02a5f1242 100644
--- a/db4-storage/src/pages/edge_page/writer.rs
+++ b/db4-storage/src/pages/edge_page/writer.rs
@@ -177,6 +177,7 @@ impl<'a, MP: DerefMut<Target = MemEdgeSegment> + std::fmt::Debug, ES: EdgeSegmen
         self.page.segment_id()
     }
 
+    #[inline]
     fn increment_layer_num_edges(&self, layer_id: LayerId) {
         self.graph_stats.increment(layer_id);
     }
diff --git a/db4-storage/src/pages/layer_counter.rs b/db4-storage/src/pages/layer_counter.rs
index e94f8567b7..3342fdd14a 100644
--- a/db4-storage/src/pages/layer_counter.rs
+++ b/db4-storage/src/pages/layer_counter.rs
@@ -70,9 +70,15 @@ impl GraphStats {
         self.latest.get()
     }
 
+    #[inline(always)]
     pub fn increment(&self, layer_id: LayerId) -> usize {
+        self.increment_by(layer_id, 1)
+    }
+
+    #[inline(always)]
+    pub fn increment_by(&self, layer_id: LayerId, count: usize) -> usize {
         let counter = self.get_or_create_layer(layer_id);
-        counter.fetch_add(1, std::sync::atomic::Ordering::Release)
+        counter.fetch_add(count, std::sync::atomic::Ordering::Release)
     }
 
     pub fn get(&self, layer_id: LayerId) -> usize {
diff --git a/db4-storage/src/pages/locked/edges.rs b/db4-storage/src/pages/locked/edges.rs
index 79f116ad4e..336eb8e72a 100644
--- a/db4-storage/src/pages/locked/edges.rs
+++ b/db4-storage/src/pages/locked/edges.rs
@@ -4,7 +4,7 @@ use crate::{
     LocalPOS,
     api::edges::EdgeSegmentOps,
     error::StorageError,
-    pages::{edge_page::writer::EdgeWriter, layer_counter::GraphStats, resolve_pos},
+    pages::{edge_page::{bulk_writer::BulkEdgeWriter, writer::EdgeWriter}, layer_counter::GraphStats, resolve_pos},
     persist::strategy::PersistenceStrategy,
     segments::edge::segment::MemEdgeSegment,
 };
@@ -44,6 +44,11 @@ impl<'a, ES: EdgeSegmentOps> LockedEdgePage<'a, ES> {
         EdgeWriter::new(self.num_edges, self.page, self.lock.deref_mut())
     }
 
+    #[inline(always)]
+    pub fn bulk_writer(&mut self) -> BulkEdgeWriter<'_, &mut MemEdgeSegment, ES> {
+        EdgeWriter::new(self.num_edges, self.page, self.lock.deref_mut()).into()
+    }
+
     #[inline(always)]
     pub fn page_id(&self) -> usize {
         self.page_id
diff --git a/db4-storage/src/pages/locked/nodes.rs b/db4-storage/src/pages/locked/nodes.rs
index 0cb296d27e..3ec70f1f8f 100644
--- a/db4-storage/src/pages/locked/nodes.rs
+++ b/db4-storage/src/pages/locked/nodes.rs
@@ -2,7 +2,7 @@ use crate::{
     LocalPOS,
     api::nodes::NodeSegmentOps,
     error::StorageError,
-    pages::{layer_counter::GraphStats, node_page::writer::NodeWriter, resolve_pos},
+    pages::{layer_counter::GraphStats, node_page::{bulk_writer::BulkNodeWriter, writer::NodeWriter}, resolve_pos},
     persist::strategy::PersistenceStrategy,
     segments::node::segment::MemNodeSegment,
 };
@@ -47,6 +47,11 @@ impl<'a, NS: NodeSegmentOps> LockedNodePage<'a, NS> {
         NodeWriter::new(self.page, self.layer_counter, self.lock.deref_mut())
     }
 
+    #[inline(always)]
+    pub fn bulk_writer(&mut self) -> BulkNodeWriter<'_, &mut MemNodeSegment, NS> {
+        NodeWriter::new(self.page, self.layer_counter, self.lock.deref_mut()).into()
+    }
+
     pub fn head(&mut self) -> &mut MemNodeSegment {
         self.lock.deref_mut()
     }
diff --git a/db4-storage/src/pages/node_page/bulk_writer.rs b/db4-storage/src/pages/node_page/bulk_writer.rs
new file mode 100644
index 0000000000..d5e0b41eac
--- /dev/null
+++ b/db4-storage/src/pages/node_page/bulk_writer.rs
@@ -0,0 +1,145 @@
+use std::ops::DerefMut;
+
+use raphtory_api::core::entities::properties::{
+    meta::{NODE_ID_IDX, STATIC_GRAPH_LAYER_ID},
+    prop::Prop,
+};
+use raphtory_core::{
+    entities::{EID, ELID, GID, LayerId, VID},
+    storage::timeindex::AsTime,
+};
+
+use crate::{
+    LocalPOS, api::nodes::NodeSegmentOps, pages::node_page::writer::NodeWriter,
+    segments::node::segment::MemNodeSegment,
+};
+
+#[derive(Debug)]
+pub struct BulkNodeWriter<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> {
+    nw: NodeWriter<'a, MP, NS>,
+    layers: Vec<usize>,
+}
+
+impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps>
+    From<NodeWriter<'a, MP, NS>> for BulkNodeWriter<'a, MP, NS>
+{
+    fn from(value: NodeWriter<'a, MP, NS>) -> Self {
+        Self {
+            nw: value,
+            layers: Vec::new(),
+        }
+    }
+}
+
+impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps>
+    BulkNodeWriter<'a, MP, NS>
+{
+    #[inline]
+    pub fn get_out_edge(&self, pos: LocalPOS, dst: VID, layer_id: LayerId) -> Option<EID> {
+        self.nw.get_out_edge(pos, dst, layer_id)
+    }
+
+    #[inline(always)]
+    pub fn resolve_pos(&self, node_id: VID) -> Option<LocalPOS> {
+        self.nw.resolve_pos(node_id)
+    }
+
+    #[inline(always)]
+    pub fn add_static_outbound_edge(
+        &mut self,
+        src_pos: LocalPOS,
+        dst: impl Into<VID>,
+        e_id: impl Into<EID>,
+    ) {
+        let e_id = e_id.into();
+        self.nw.add_outbound_edge_inner::<i64>(
+            None,
+            src_pos,
+            dst,
+            e_id.with_layer(STATIC_GRAPH_LAYER_ID),
+            |layer_id| {
+                Self::update_layer_count(layer_id, &mut self.layers);
+            },
+        );
+    }
+
+    pub fn add_static_inbound_edge(
+        &mut self,
+        dst_pos: LocalPOS,
+        src: impl Into<VID>,
+        e_id: impl Into<EID>,
+    ) {
+        let e_id = e_id.into();
+        self.nw.add_inbound_edge_inner::<i64>(
+            None,
+            dst_pos,
+            src,
+            e_id.with_layer(STATIC_GRAPH_LAYER_ID),
+            |layer_id| {
+                Self::update_layer_count(layer_id, &mut self.layers);
+            },
+        );
+    }
+
+    #[inline(always)]
+    pub fn add_outbound_edge<T: AsTime>(
+        &mut self,
+        t: Option<T>,
+        src_pos: impl Into<LocalPOS>,
+        dst: impl Into<VID>,
+        e_id: impl Into<ELID>,
+    ) {
+        self.nw
+            .add_outbound_edge_inner(t, src_pos, dst, e_id, |layer_id| {
+                Self::update_layer_count(layer_id, &mut self.layers);
+            });
+    }
+
+    pub fn add_inbound_edge<T: AsTime>(
+        &mut self,
+        t: Option<T>,
+        dst_pos: impl Into<LocalPOS>,
+        src: impl Into<VID>,
+        e_id: impl Into<ELID>,
+    ) {
+        self.nw
+            .add_inbound_edge_inner(t, dst_pos, src, e_id, |layer_id| {
+                Self::update_layer_count(layer_id, &mut self.layers);
+            });
+    }
+
+    fn update_layer_count(layer_id: LayerId, layers: &mut Vec<usize>) {
+        if layers.len() <= layer_id.0 {
+            layers.resize_with(layer_id.0 + 1, Default::default);
+        }
+        layers[layer_id.0] += 1;
+    }
+
+    #[inline(always)]
+    pub fn update_timestamp<T: AsTime>(&mut self, t: T, pos: LocalPOS, e_id: ELID) {
+        self.nw.update_timestamp(t, pos, e_id);
+    }
+
+    #[inline(always)]
+    pub fn store_node_id(&mut self, pos: LocalPOS, layer_id: LayerId, gid: GID) {
+        let gid = match gid {
+            GID::U64(id) => Prop::U64(id),
+            GID::Str(s) => Prop::str(s),
+        };
+        let props = [(NODE_ID_IDX, gid)];
+        self.nw
+            .update_c_props_inner(pos, layer_id, props, |layer_id| {
+                Self::update_layer_count(layer_id, &mut self.layers);
+            });
+    }
+}
+
+impl<'a, MP: DerefMut<Target = MemNodeSegment> , ES: NodeSegmentOps> Drop
+    for BulkNodeWriter<'a, MP, ES>
+{
+    fn drop(&mut self) {
+        for (layer_id, count) in self.layers.iter().enumerate() {
+            self.nw.l_counter.increment_by(LayerId(layer_id), *count);
+        }
+    }
+}
diff --git a/db4-storage/src/pages/node_page/mod.rs b/db4-storage/src/pages/node_page/mod.rs
index d3baa81782..69fc99e0c2 100644
--- a/db4-storage/src/pages/node_page/mod.rs
+++ b/db4-storage/src/pages/node_page/mod.rs
@@ -1 +1,2 @@
 pub mod writer;
+pub mod bulk_writer;
diff --git a/db4-storage/src/pages/node_page/writer.rs b/db4-storage/src/pages/node_page/writer.rs
index 4b07c8b634..70b8bb453d 100644
--- a/db4-storage/src/pages/node_page/writer.rs
+++ b/db4-storage/src/pages/node_page/writer.rs
@@ -58,7 +58,9 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> NodeWri
         dst: impl Into<VID>,
         e_id: impl Into<ELID>,
     ) {
-        self.add_outbound_edge_inner(t, src_pos, dst, e_id);
+        self.add_outbound_edge_inner(t, src_pos, dst, e_id, |layer_id| {
+            self.l_counter.increment(layer_id);
+        });
     }
 
     pub fn add_static_outbound_edge(
@@ -73,15 +75,19 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> NodeWri
             src_pos,
             dst,
             e_id.with_layer(STATIC_GRAPH_LAYER_ID),
+            |layer_id| {
+                self.l_counter.increment(layer_id);
+            },
         );
     }
 
-    fn add_outbound_edge_inner<T: AsTime>(
+    pub(crate) fn add_outbound_edge_inner<T: AsTime>(
         &mut self,
         t: Option<T>,
         src_pos: impl Into<LocalPOS>,
         dst: impl Into<VID>,
         e_id: impl Into<ELID>,
+        mut layer_counter: impl FnMut(LayerId) -> (),
     ) {
         let src_pos = src_pos.into();
         let dst = dst.into();
@@ -95,7 +101,8 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> NodeWri
         self.mut_segment.increment_est_size(add);
 
         if is_new_node && !self.page.has_node(src_pos, layer_id) {
-            self.l_counter.increment(layer_id);
+            // self.l_counter.increment(layer_id);
+            layer_counter(layer_id);
         }
     }
 
@@ -106,7 +113,9 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> NodeWri
         src: impl Into<VID>,
         e_id: impl Into<ELID>,
     ) {
-        self.add_inbound_edge_inner(t, dst_pos, src, e_id);
+        self.add_inbound_edge_inner(t, dst_pos, src, e_id, |layer| {
+            self.l_counter.increment(layer);
+        });
     }
 
     pub fn add_static_inbound_edge(
@@ -121,15 +130,19 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> NodeWri
             dst_pos,
             src,
             e_id.with_layer(STATIC_GRAPH_LAYER_ID),
+            |layer| {
+                self.l_counter.increment(layer);
+            },
         );
     }
 
-    fn add_inbound_edge_inner<T: AsTime>(
+    pub(crate) fn add_inbound_edge_inner<T: AsTime>(
         &mut self,
         t: Option<T>,
         dst_pos: impl Into<LocalPOS>,
         src: impl Into<VID>,
         e_id: impl Into<ELID>,
+        mut layer_counter: impl FnMut(LayerId) -> (),
     ) {
         let e_id = e_id.into();
         let src = src.into();
@@ -143,7 +156,7 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> NodeWri
         self.mut_segment.increment_est_size(add);
 
         if is_new_node && !self.page.has_node(dst_pos, layer) {
-            self.l_counter.increment(layer);
+            layer_counter(layer);
         }
     }
 
@@ -177,11 +190,23 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> NodeWri
         pos: LocalPOS,
         layer_id: LayerId,
         props: impl IntoIterator<Item = (usize, P)>,
+    ) {
+        self.update_c_props_inner(pos, layer_id, props, |layer_id| {
+            self.l_counter.increment(layer_id);
+        });
+    }
+
+    pub(crate) fn update_c_props_inner<P: AsPropRef>(
+        &mut self,
+        pos: LocalPOS,
+        layer_id: LayerId,
+        props: impl IntoIterator<Item = (usize, P)>,
+        mut layer_counter: impl FnMut(LayerId) -> (),
     ) {
         let (is_new_node, add) = self.mut_segment.update_metadata(pos, layer_id, props);
         self.mut_segment.increment_est_size(add);
         if is_new_node && !self.page.has_node(pos, layer_id) {
-            self.l_counter.increment(layer_id);
+            layer_counter(layer_id);
         }
     }
 
diff --git a/raphtory/examples/snb_loader.rs b/raphtory/examples/snb_loader.rs
index c528fbff59..b8ca0c0c10 100644
--- a/raphtory/examples/snb_loader.rs
+++ b/raphtory/examples/snb_loader.rs
@@ -1,9 +1,15 @@
 #[cfg(feature = "io")]
 use raphtory::io::parquet_loaders::{load_edges_from_parquet, load_nodes_from_parquet};
+#[cfg(feature = "io")]
 use raphtory::{arrow_loader::df_loaders::edges::ColumnNames, errors::GraphError, prelude::*};
+use serde::Deserialize;
+#[cfg(feature = "io")]
 use std::path::{Path, PathBuf};
+#[cfg(feature = "io")]
+use storage::persist::node;
 
 /// Construct the path to a named Parquet file inside `parquet_dir`.
+#[cfg(feature = "io")]
 fn pq(parquet_dir: &Path, name: &str) -> PathBuf {
     parquet_dir.join(format!("{}.parquet", name))
 }
@@ -15,541 +21,435 @@ use tikv_jemallocator::Jemalloc;
 #[global_allocator]
 static GLOBAL: Jemalloc = Jemalloc;
 
-/// Load SNB data from Parquet files into a Raphtory Graph.
 #[cfg(feature = "io")]
-fn load_snb_graph(parquet_dir: &Path, graph: &Graph) -> Result<(), GraphError> {
-    // ── Static Nodes ──────────────────────────────────────────────────────
-
-    // println!("Loading Places...");
-    // load_nodes_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "place"),
-    //     "_time",
-    //     None,
-    //     "_node_id",
-    //     None,
-    //     Some("type"),
-    //     &["name", "url", "id"],
-    //     &[],
-    //     None,
-    //     None,
-    //     true,
-    //     None,
-    // )?;
-    // println!("  ✓ places");
-
-    // let fp = pq(parquet_dir, "place_IS_PART_OF_place");
-    // if fp.exists() {
-    //     load_edges_from_parquet(
-    //         graph,
-    //         &fp,
-    //         ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //         true,
-    //         &[],
-    //         &[],
-    //         None,
-    //         Some("IS_PART_OF"),
-    //         None,
-    //         None,
-    //     )?;
-    //     graph.flush()?;
-    //     println!("  ✓ IS_PART_OF edges");
-    // }
-
-    // println!("Loading Organisations...");
-    // load_nodes_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "organisation"),
-    //     "_time",
-    //     None,
-    //     "_node_id",
-    //     None,
-    //     Some("type"),
-    //     &["name", "url", "id"],
-    //     &[],
-    //     None,
-    //     None,
-    //     true,
-    //     None,
-    // )?;
-    // println!("  ✓ organisations");
-
-    // load_edges_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "organisation_IS_LOCATED_IN_place"),
-    //     ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //     true,
-    //     &[],
-    //     &[],
-    //     None,
-    //     Some("IS_LOCATED_IN"),
-    //     None,
-    //     None,
-    // )?;
-    // graph.flush()?;
-    // println!("  ✓ Organisation IS_LOCATED_IN edges");
-
-    // println!("Loading Tags...");
-    // load_nodes_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "tag"),
-    //     "_time",
-    //     None,
-    //     "_node_id",
-    //     Some("Tag"),
-    //     None,
-    //     &["name", "url", "id"],
-    //     &[],
-    //     None,
-    //     None,
-    //     true,
-    //     None,
-    // )?;
-    // println!("  ✓ tags");
-
-    // let fp = pq(parquet_dir, "tagclass");
-    // if fp.exists() {
-    //     println!("Loading TagClasses...");
-    //     load_nodes_from_parquet(
-    //         graph,
-    //         &fp,
-    //         "_time",
-    //         None,
-    //         "_node_id",
-    //         Some("TagClass"),
-    //         None,
-    //         &["name", "url", "id"],
-    //         &[],
-    //         None,
-    //         None,
-    //         true,
-    //         None,
-    //     )?;
-    //     println!("  ✓ tag classes");
-    // }
-
-    // let fp = pq(parquet_dir, "tag_HAS_TYPE_tagclass");
-    // if fp.exists() {
-    //     load_edges_from_parquet(
-    //         graph,
-    //         &fp,
-    //         ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //         true,
-    //         &[],
-    //         &[],
-    //         None,
-    //         Some("HAS_TYPE"),
-    //         None,
-    //         None,
-    //     )?;
-    //     graph.flush()?;
-    //     println!("  ✓ HAS_TYPE edges");
-    // }
-
-    // let fp = pq(parquet_dir, "tagclass_IS_SUBCLASS_OF_tagclass");
-    // if fp.exists() {
-    //     load_edges_from_parquet(
-    //         graph,
-    //         &fp,
-    //         ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //         true,
-    //         &[],
-    //         &[],
-    //         None,
-    //         Some("IS_SUBCLASS_OF"),
-    //         None,
-    //         None,
-    //     )?;
-    //     graph.flush()?;
-    //     println!("  ✓ IS_SUBCLASS_OF edges");
-    // }
-
-    // // ── Dynamic Nodes ─────────────────────────────────────────────────────
-
-    // println!("Loading Persons...");
-    // load_nodes_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "person"),
-    //     "creationDate",
-    //     None,
-    //     "_node_id",
-    //     Some("Person"),
-    //     None,
-    //     &[
-    //         "firstName",
-    //         "lastName",
-    //         "gender",
-    //         "birthday",
-    //         "locationIP",
-    //         "browserUsed",
-    //         "language",
-    //         "email",
-    //         "id",
-    //         "creationDate",
-    //     ],
-    //     &[],
-    //     None,
-    //     None,
-    //     true,
-    //     None,
-    // )?;
-    // println!("  ✓ persons");
-
-    // load_edges_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "person_IS_LOCATED_IN_place"),
-    //     ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //     true,
-    //     &[],
-    //     &[],
-    //     None,
-    //     Some("IS_LOCATED_IN"),
-    //     None,
-    //     None,
-    // )?;
-    // graph.flush()?;
-
-    // println!("Loading Forums...");
-    // load_nodes_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "forum"),
-    //     "creationDate",
-    //     None,
-    //     "_node_id",
-    //     Some("Forum"),
-    //     None,
-    //     &["title", "id", "creationDate"],
-    //     &[],
-    //     None,
-    //     None,
-    //     true,
-    //     None,
-    // )?;
-    // println!("  ✓ forums");
-
-    // load_edges_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "forum_HAS_MODERATOR_person"),
-    //     ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //     true,
-    //     &[],
-    //     &[],
-    //     None,
-    //     Some("HAS_MODERATOR"),
-    //     None,
-    //     None,
-    // )?;
-    // graph.flush()?;
-
-    // println!("Loading Posts...");
-    // load_nodes_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "post"),
-    //     "creationDate",
-    //     None,
-    //     "_node_id",
-    //     Some("Post"),
-    //     None,
-    //     &[
-    //         "imageFile",
-    //         "locationIP",
-    //         "browserUsed",
-    //         "language",
-    //         "content",
-    //         "length",
-    //         "id",
-    //         "creationDate",
-    //     ],
-    //     &[],
-    //     None,
-    //     None,
-    //     true,
-    //     None,
-    // )?;
-    // println!("  ✓ posts");
+struct NodeParquetInput {
+    path: PathBuf,
+    time_col: String,
+    id_col: String,
+    node_type: Option<String>,
+    node_type_col: Option<String>,
+    property_cols: Vec<String>,
+}
 
-    // load_edges_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "post_HAS_CREATOR_person"),
-    //     ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //     true,
-    //     &[],
-    //     &[],
-    //     None,
-    //     Some("HAS_CREATOR"),
-    //     None,
-    //     None,
-    // )?;
-    // graph.flush()?;
+#[cfg(feature = "io")]
+impl NodeParquetInput {
+    fn new<'a>(
+        path: impl AsRef<Path>,
+        time_col: &str,
+        id_col: &str,
+        node_type: Option<&str>,
+        node_type_col: Option<&str>,
+        property_cols: Vec<&str>,
+    ) -> NodeParquetInput {
+        NodeParquetInput {
+            path: path.as_ref().into(),
+            time_col: time_col.into(),
+            id_col: id_col.into(),
+            node_type: node_type.map(Into::into),
+            node_type_col: node_type_col.map(Into::into),
+            property_cols: property_cols.into_iter().map(|s| s.into()).collect(),
+        }
+    }
+
+    fn path_as_string(&self) -> &str {
+        self.path.iter().last().and_then(|p| p.to_str()).unwrap()
+    }
+}
+#[cfg(feature = "io")]
+struct EdgeParquetInput {
+    path: PathBuf,
+    time_col: String,
+    src_col: String,
+    dst_col: String,
+    layer: Option<String>,
+    property_cols: Vec<String>,
+}
 
-    // load_edges_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "post_IS_LOCATED_IN_place"),
-    //     ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //     true,
-    //     &[],
-    //     &[],
-    //     None,
-    //     Some("IS_LOCATED_IN"),
-    //     None,
-    //     None,
-    // )?;
-    // graph.flush()?;
+#[cfg(feature = "io")]
+impl EdgeParquetInput {
+    fn new(
+        path: impl AsRef<Path>,
+        time_col: &str,
+        src_col: &str,
+        dst_col: &str,
+        layer: Option<&str>,
+        property_cols: Vec<&str>,
+    ) -> EdgeParquetInput {
+        EdgeParquetInput {
+            path: path.as_ref().into(),
+            time_col: time_col.into(),
+            src_col: src_col.into(),
+            dst_col: dst_col.into(),
+            layer: layer.map(Into::into),
+            property_cols: property_cols.into_iter().map(Into::into).collect(),
+        }
+    }
+
+    fn path_as_string(&self) -> &str {
+        self.path.iter().last().and_then(|p| p.to_str()).unwrap()
+    }
+}
 
-    // load_edges_from_parquet(
-    //     graph,
-    //     &pq(parquet_dir, "forum_CONTAINER_OF_post"),
-    //     ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-    //     true,
-    //     &[],
-    //     &[],
-    //     None,
-    //     Some("CONTAINER_OF"),
-    //     None,
-    //     None,
-    // )?;
-    // graph.flush()?;
+#[cfg(feature = "io")]
+fn load_snb_graph_v2(
+    nodes: impl IntoIterator<Item = NodeParquetInput>,
+    edges: impl IntoIterator<Item = EdgeParquetInput>,
+    graph: &Graph,
+) -> Result<(), GraphError> {
+    for node in nodes {
+        println!("Loading nodes from Parquet file with time column '{}', id column '{}', label column '{:?}', and property columns {:?}...", node.time_col, node.id_col, node.node_type, node.property_cols);
+        load_nodes_from_parquet(
+            graph,
+            &node.path,
+            &node.time_col,
+            None,
+            &node.id_col,
+            node.node_type.as_deref(),
+            node.node_type_col.as_deref(),
+            &node
+                .property_cols
+                .iter()
+                .map(|s| s.as_ref())
+                .collect::<Vec<_>>(),
+            &[],
+            None,
+            None,
+            None,
+            None,
+            true,
+            None,
+        )?;
+        println!(
+            " ✓ Finished loading nodes from Parquet file with id column '{}'",
+            node.id_col
+        );
+    }
+
+    for edge in edges {
+        println!("Loading edges from Parquet file with time column '{}', src column '{}', dst column '{}', label column '{:?}', and property columns {:?}...", edge.time_col, edge.src_col, edge.dst_col, edge.layer, edge.property_cols);
+        load_edges_from_parquet(
+            graph,
+            &edge.path,
+            ColumnNames::new(&edge.time_col, None, &edge.src_col, &edge.dst_col, None),
+            true,
+            &edge
+                .property_cols
+                .iter()
+                .map(|s| s.as_ref())
+                .collect::<Vec<_>>(),
+            &[],
+            None,
+            edge.layer.as_deref(),
+            None,
+            None,
+        )?;
+        println!(
+            " ✓ Finished loading edges from Parquet file with src column '{}'",
+            edge.src_col
+        );
+    }
+    Ok(())
+}
 
-    println!("Loading Comments...");
-    load_nodes_from_parquet(
-        graph,
-        &pq(parquet_dir, "comment"),
-        "creationDate",
-        None,
-        "_node_id",
-        Some("Comment"),
-        None,
-        &[
-            "locationIP",
-            "browserUsed",
-            "content",
-            "length",
-            "id",
+/// Load SNB data from Parquet files into a Raphtory Graph.
+#[cfg(feature = "io")]
+fn load_snb_graph(
+    parquet_dir: &Path,
+    filter: Option<Filter>,
+    graph: &Graph,
+) -> Result<(), GraphError> {
+    let node_inputs = [
+        NodeParquetInput::new(
+            pq(parquet_dir, "place"),
+            "_time",
+            "_node_id",
+            None,
+            Some("type"),
+            vec!["name", "url", "id"],
+        ),
+        NodeParquetInput::new(
+            pq(parquet_dir, "organisation"),
+            "_time",
+            "_node_id",
+            None,
+            Some("type"),
+            vec!["name", "url", "id"],
+        ),
+        NodeParquetInput::new(
+            pq(parquet_dir, "tag"),
+            "_time",
+            "_node_id",
+            Some("Tag"),
+            None,
+            vec!["name", "url", "id"],
+        ),
+        NodeParquetInput::new(
+            pq(parquet_dir, "tagclass"),
+            "_time",
+            "_node_id",
+            Some("TagClass"),
+            None,
+            vec!["name", "url", "id"],
+        ),
+        NodeParquetInput::new(
+            pq(parquet_dir, "person"),
             "creationDate",
-        ],
-        &[],
-        None,
-        None,
-        None,
-        None,
-        None,
-        true,
-        None,
-    )?;
-    println!("  ✓ comments");
-    // graph.flush()?;
-
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "comment_HAS_CREATOR_person"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &[],
-        &[],
-        None,
-        Some("HAS_CREATOR"),
-        None,
-        None,
-    )?;
-    // graph.flush()?;
-
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "comment_IS_LOCATED_IN_place"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &[],
-        &[],
-        None,
-        Some("IS_LOCATED_IN"),
-        None,
-        None,
-    )?;
-    // graph.flush()?;
-
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "comment_REPLY_OF_post"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &[],
-        &[],
-        None,
-        Some("REPLY_OF"),
-        None,
-        None,
-    )?;
-
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "comment_REPLY_OF_comment"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &[],
-        &[],
-        None,
-        Some("REPLY_OF"),
-        None,
-        None,
-    )?;
-    // graph.flush()?;
-
-    // ── Edge-only relationships ───────────────────────────────────────────
-
-    println!("Loading KNOWS edges...");
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "person_KNOWS_person"),
-        ColumnNames::new("creationDate", None, "START_ID", "END_ID", None),
-        true,
-        &["creationDate"],
-        &[],
-        None,
-        Some("KNOWS"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-    println!("  ✓ KNOWS edges");
-
-    println!("Loading LIKES edges...");
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "person_LIKES_post"),
-        ColumnNames::new("creationDate", None, "START_ID", "END_ID", None),
-        true,
-        &["creationDate"],
-        &[],
-        None,
-        Some("LIKES"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-    println!("  ✓ LIKES (Post) edges");
-
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "person_LIKES_comment"),
-        ColumnNames::new("creationDate", None, "START_ID", "END_ID", None),
-        true,
-        &["creationDate"],
-        &[],
-        None,
-        Some("LIKES"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-    println!("  ✓ LIKES (Comment) edges");
-
-    println!("Loading HAS_MEMBER edges...");
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "forum_HAS_MEMBER_person"),
-        ColumnNames::new("joinDate", None, "START_ID", "END_ID", None),
-        true,
-        &["joinDate"],
-        &[],
-        None,
-        Some("HAS_MEMBER"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-    println!("  ✓ HAS_MEMBER edges");
-
-    println!("Loading STUDY_AT edges...");
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "person_STUDY_AT_organisation"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &["classYear"],
-        &[],
-        None,
-        Some("STUDY_AT"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-    println!("  ✓ STUDY_AT edges");
-
-    println!("Loading WORK_AT edges...");
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "person_WORK_AT_organisation"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &["workFrom"],
-        &[],
-        None,
-        Some("WORK_AT"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-    println!("  ✓ WORK_AT edges");
-
-    println!("Loading HAS_TAG edges...");
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "post_HAS_TAG_tag"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &[],
-        &[],
-        None,
-        Some("HAS_TAG"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "comment_HAS_TAG_tag"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &[],
-        &[],
-        None,
-        Some("HAS_TAG"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
+            "_node_id",
+            Some("Person"),
+            None,
+            vec![
+                "firstName",
+                "lastName",
+                "gender",
+                "birthday",
+                "locationIP",
+                "browserUsed",
+                "language",
+                "email",
+                "id",
+                "creationDate",
+            ],
+        ),
+        NodeParquetInput::new(
+            pq(parquet_dir, "forum"),
+            "creationDate",
+            "_node_id",
+            Some("Forum"),
+            None,
+            vec!["title", "id", "creationDate"],
+        ),
+        NodeParquetInput::new(
+            pq(parquet_dir, "post"),
+            "creationDate",
+            "_node_id",
+            Some("Post"),
+            None,
+            vec![
+                "imageFile",
+                "locationIP",
+                "browserUsed",
+                "language",
+                "content",
+                "length",
+                "id",
+                "creationDate",
+            ],
+        ),
+        NodeParquetInput::new(
+            pq(parquet_dir, "comment"),
+            "creationDate",
+            "_node_id",
+            Some("Comment"),
+            None,
+            vec![
+                "locationIP",
+                "browserUsed",
+                "content",
+                "length",
+                "id",
+                "creationDate",
+            ],
+        ),
+    ];
+
+    let edge_inputs = [
+        EdgeParquetInput::new(
+            pq(parquet_dir, "place_IS_PART_OF_place"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("IS_PART_OF"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "organisation_IS_LOCATED_IN_place"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("IS_LOCATED_IN"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "person_IS_LOCATED_IN_place"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("IS_LOCATED_IN"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "post_IS_LOCATED_IN_place"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("IS_LOCATED_IN"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "forum_HAS_MODERATOR_person"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("HAS_MODERATOR"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "post_HAS_CREATOR_person"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("HAS_CREATOR"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "comment_HAS_CREATOR_person"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("HAS_CREATOR"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "forum_CONTAINER_OF_post"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("CONTAINER_OF"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "comment_REPLY_OF_post"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("REPLY_OF"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "comment_REPLY_OF_comment"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("REPLY_OF"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "person_KNOWS_person"),
+            "creationDate",
+            "START_ID",
+            "END_ID",
+            Some("KNOWS"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "person_LIKES_post"),
+            "creationDate",
+            "START_ID",
+            "END_ID",
+            Some("LIKES"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "person_LIKES_comment"),
+            "creationDate",
+            "START_ID",
+            "END_ID",
+            Some("LIKES"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "forum_HAS_MEMBER_person"),
+            "joinDate",
+            "START_ID",
+            "END_ID",
+            Some("HAS_MEMBER"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "person_STUDY_AT_organisation"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("STUDY_AT"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "person_WORK_AT_organisation"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("WORK_AT"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "post_HAS_TAG_tag"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("HAS_TAG"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "comment_HAS_TAG_tag"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("HAS_TAG"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "forum_HAS_TAG_tag"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("HAS_TAG"),
+            vec![],
+        ),
+        EdgeParquetInput::new(
+            pq(parquet_dir, "person_HAS_INTEREST_tag"),
+            "_time",
+            "START_ID",
+            "END_ID",
+            Some("HAS_INTEREST"),
+            vec![],
+        ),
+    ];
+
+    let edge_inputs = edge_inputs
+        .into_iter()
+        .filter(|edge| {
+            filter
+                .as_ref()
+                .and_then(|filter| filter.edges.as_ref())
+                .map(|e_f| e_f.iter().any(|name| edge.path_as_string().contains(name)))
+                .unwrap_or(true)
+        })
+        .collect::<Vec<_>>();
+
+    let node_inputs = node_inputs
+        .into_iter()
+        .filter(|node| {
+            filter
+                .as_ref()
+                .and_then(|filter| filter.nodes.as_ref())
+                .map(|e_f| e_f.iter().any(|name| node.path_as_string().contains(name)))
+                .unwrap_or(true)
+        })
+        .collect::<Vec<_>>();
 
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "forum_HAS_TAG_tag"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &[],
-        &[],
-        None,
-        Some("HAS_TAG"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-    println!("  ✓ HAS_TAG edges");
+    println!(
+        "edge_inputs: {:?}, node_inputs: {:?}",
+        edge_inputs
+            .iter()
+            .map(|e| e.path_as_string())
+            .collect::<Vec<_>>(),
+        node_inputs
+            .iter()
+            .map(|e| e.path_as_string())
+            .collect::<Vec<_>>(),
+    );
 
-    println!("Loading HAS_INTEREST edges...");
-    load_edges_from_parquet(
-        graph,
-        &pq(parquet_dir, "person_HAS_INTEREST_tag"),
-        ColumnNames::new("_time", None, "START_ID", "END_ID", None),
-        true,
-        &[],
-        &[],
-        None,
-        Some("HAS_INTEREST"),
-        None,
-        None,
-    )?;
-    graph.flush()?;
-    println!("  ✓ HAS_INTEREST edges");
+    load_snb_graph_v2(node_inputs, edge_inputs, graph)?;
 
     println!(
         "\n✅ Graph loaded: {} nodes, {} edges",
@@ -559,6 +459,12 @@ fn load_snb_graph(parquet_dir: &Path, graph: &Graph) -> Result<(), GraphError> {
     Ok(())
 }
 
+#[derive(Deserialize)]
+struct Filter {
+    nodes: Option<Vec<String>>,
+    edges: Option<Vec<String>>,
+}
+
 #[cfg(feature = "io")]
 fn main() {
     let parquet_dir = std::env::args()
@@ -569,8 +475,13 @@ fn main() {
         .nth(2)
         .map(|graph| PathBuf::from(graph))
         .unwrap_or_else(|| parquet_dir.join("..").join("graph"));
+    let filter = std::env::args()
+        .nth(3)
+        .map(|s| serde_json::from_str::<Filter>(&s))
+        .transpose()
+        .unwrap();
     let graph = Graph::new_at_path(&graph_path).unwrap();
-    load_snb_graph(&parquet_dir, &graph).unwrap()
+    load_snb_graph(&parquet_dir, filter, &graph).unwrap()
 }
 
 #[cfg(not(feature = "io"))]
diff --git a/raphtory/src/arrow_loader/df_loaders/edges.rs b/raphtory/src/arrow_loader/df_loaders/edges.rs
index f632682b6d..e7eb444d74 100644
--- a/raphtory/src/arrow_loader/df_loaders/edges.rs
+++ b/raphtory/src/arrow_loader/df_loaders/edges.rs
@@ -762,7 +762,7 @@ fn update_edge_properties<ES: EdgeSegmentOps<Extension = Extension>>(
 ) {
     let mut t_props = vec![];
     let mut c_props = vec![];
-    let mut writer = shard.writer();
+    let mut writer = shard.bulk_writer();
 
     for (row, src, dst, time, secondary_index, eid, layer, exists) in zip {
         if let Some(eid_pos) = writer.resolve_pos(eid) {
@@ -802,7 +802,7 @@ fn update_inbound_edges<NS: NodeSegmentOps<Extension = Extension>>(
     zip: impl Iterator<Item = (usize, VID, VID, EID, i64, usize, usize, bool, bool)>,
     delete: bool,
 ) {
-    let mut writer = shard.writer();
+    let mut writer = shard.bulk_writer();
     for (
         _row,
         src,
@@ -858,7 +858,7 @@ fn add_and_resolve_outbound_edges<
     locked_page: &mut LockedNodePage<'_, NS>,
     delete: bool,
 ) {
-    let mut writer = locked_page.writer();
+    let mut writer = locked_page.bulk_writer();
     for (row, src, dst, time, secondary_index, layer) in zip {
         if let Some(src_pos) = writer.resolve_pos(src) {
             let t = EventTime(time, secondary_index);
@@ -946,7 +946,7 @@ pub fn store_node_ids<NS: NodeSegmentOps<Extension = Extension>>(
     gid_str_cache: &[(GidRef<'_>, VID)],
     locked_page: &mut LockedNodePage<'_, NS>,
 ) {
-    let mut writer = locked_page.writer();
+    let mut writer = locked_page.bulk_writer();
     for (src_gid, vid) in gid_str_cache.iter() {
         if let Some(src_pos) = writer.resolve_pos(*vid) {
             writer.store_node_id(src_pos, STATIC_GRAPH_LAYER_ID, (*src_gid).into());

From cedcf59ac5a29a610e053c9dd06542a3702c26d6 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Wed, 13 May 2026 15:34:12 +0100
Subject: [PATCH 07/22] uncomment load nodes

---
 Cargo.lock                                | 2 +-
 db4-storage/src/pages/node_page/writer.rs | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index e9274f938e..1a5ce66f44 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -7534,7 +7534,7 @@ checksum = "1b6b67fb9a61334225b5b790716f609cd58395f895b3fe8b328786812a40bc3b"
 
 [[package]]
 name = "snb"
-version = "0.17.0"
+version = "0.18.0"
 dependencies = [
  "chrono",
  "flate2",
diff --git a/db4-storage/src/pages/node_page/writer.rs b/db4-storage/src/pages/node_page/writer.rs
index 70b8bb453d..1bc3a2cb73 100644
--- a/db4-storage/src/pages/node_page/writer.rs
+++ b/db4-storage/src/pages/node_page/writer.rs
@@ -101,7 +101,6 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps> NodeWri
         self.mut_segment.increment_est_size(add);
 
         if is_new_node && !self.page.has_node(src_pos, layer_id) {
-            // self.l_counter.increment(layer_id);
             layer_counter(layer_id);
         }
     }

From 3817b9781d9b99e06d17fbbb465be213e3c53115 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Sat, 16 May 2026 16:38:49 +0100
Subject: [PATCH 08/22] add API for total memory

---
 db4-storage/src/pages/edge_page/mod.rs        |  2 +-
 db4-storage/src/pages/locked/edges.rs         |  6 +++++-
 db4-storage/src/pages/locked/nodes.rs         |  6 +++++-
 .../src/pages/node_page/bulk_writer.rs        |  2 +-
 db4-storage/src/pages/node_page/mod.rs        |  2 +-
 db4-storage/src/segments/edge/segment.rs      | 16 +++++++++------
 db4-storage/src/segments/node/segment.rs      | 20 +++++++++++--------
 raphtory-storage/src/graph/graph.rs           |  8 ++++++--
 raphtory/examples/snb_loader.rs               |  6 +++++-
 9 files changed, 46 insertions(+), 22 deletions(-)

diff --git a/db4-storage/src/pages/edge_page/mod.rs b/db4-storage/src/pages/edge_page/mod.rs
index 69fc99e0c2..a1f6628c62 100644
--- a/db4-storage/src/pages/edge_page/mod.rs
+++ b/db4-storage/src/pages/edge_page/mod.rs
@@ -1,2 +1,2 @@
-pub mod writer;
 pub mod bulk_writer;
+pub mod writer;
diff --git a/db4-storage/src/pages/locked/edges.rs b/db4-storage/src/pages/locked/edges.rs
index 336eb8e72a..d3b94f7b4e 100644
--- a/db4-storage/src/pages/locked/edges.rs
+++ b/db4-storage/src/pages/locked/edges.rs
@@ -4,7 +4,11 @@ use crate::{
     LocalPOS,
     api::edges::EdgeSegmentOps,
     error::StorageError,
-    pages::{edge_page::{bulk_writer::BulkEdgeWriter, writer::EdgeWriter}, layer_counter::GraphStats, resolve_pos},
+    pages::{
+        edge_page::{bulk_writer::BulkEdgeWriter, writer::EdgeWriter},
+        layer_counter::GraphStats,
+        resolve_pos,
+    },
     persist::strategy::PersistenceStrategy,
     segments::edge::segment::MemEdgeSegment,
 };
diff --git a/db4-storage/src/pages/locked/nodes.rs b/db4-storage/src/pages/locked/nodes.rs
index 3ec70f1f8f..3b394b4edf 100644
--- a/db4-storage/src/pages/locked/nodes.rs
+++ b/db4-storage/src/pages/locked/nodes.rs
@@ -2,7 +2,11 @@ use crate::{
     LocalPOS,
     api::nodes::NodeSegmentOps,
     error::StorageError,
-    pages::{layer_counter::GraphStats, node_page::{bulk_writer::BulkNodeWriter, writer::NodeWriter}, resolve_pos},
+    pages::{
+        layer_counter::GraphStats,
+        node_page::{bulk_writer::BulkNodeWriter, writer::NodeWriter},
+        resolve_pos,
+    },
     persist::strategy::PersistenceStrategy,
     segments::node::segment::MemNodeSegment,
 };
diff --git a/db4-storage/src/pages/node_page/bulk_writer.rs b/db4-storage/src/pages/node_page/bulk_writer.rs
index d5e0b41eac..7c1b484bf7 100644
--- a/db4-storage/src/pages/node_page/bulk_writer.rs
+++ b/db4-storage/src/pages/node_page/bulk_writer.rs
@@ -134,7 +134,7 @@ impl<'a, MP: DerefMut<Target = MemNodeSegment> + 'a, NS: NodeSegmentOps>
     }
 }
 
-impl<'a, MP: DerefMut<Target = MemNodeSegment> , ES: NodeSegmentOps> Drop
+impl<'a, MP: DerefMut<Target = MemNodeSegment>, ES: NodeSegmentOps> Drop
     for BulkNodeWriter<'a, MP, ES>
 {
     fn drop(&mut self) {
diff --git a/db4-storage/src/pages/node_page/mod.rs b/db4-storage/src/pages/node_page/mod.rs
index 69fc99e0c2..a1f6628c62 100644
--- a/db4-storage/src/pages/node_page/mod.rs
+++ b/db4-storage/src/pages/node_page/mod.rs
@@ -1,2 +1,2 @@
-pub mod writer;
 pub mod bulk_writer;
+pub mod writer;
diff --git a/db4-storage/src/segments/edge/segment.rs b/db4-storage/src/segments/edge/segment.rs
index 54e4d8ab0a..285110ff94 100644
--- a/db4-storage/src/segments/edge/segment.rs
+++ b/db4-storage/src/segments/edge/segment.rs
@@ -1,30 +1,30 @@
 use crate::{
-    LocalPOS,
     api::edges::{EdgeSegmentOps, LockedESegment},
     error::StorageError,
     persist::{config::ConfigOps, strategy::PersistenceStrategy},
     properties::PropMutEntry,
     segments::{
-        HasRow, SegmentContainer,
         edge::entry::{MemEdgeEntry, MemEdgeRef},
+        HasRow, SegmentContainer,
     },
     utils::Iter4,
     wal::LSN,
+    LocalPOS,
 };
 use parking_lot::lock_api::ArcRwLockReadGuard;
 use raphtory_api::core::{
     entities::{
-        LayerId, VID,
         properties::{
             meta::{Meta, STATIC_GRAPH_LAYER_ID},
             prop::AsPropRef,
         },
+        LayerId, VID,
     },
     storage::dict_mapper::MaybeNew,
 };
 use raphtory_api_macros::box_on_debug_lifetime;
 use raphtory_core::{
-    entities::{LayerIds, edges::edge_ref::EdgeRef},
+    entities::{edges::edge_ref::EdgeRef, LayerIds},
     storage::timeindex::{AsTime, EventTime},
 };
 use rayon::prelude::*;
@@ -32,8 +32,8 @@ use std::{
     ops::{Deref, DerefMut},
     path::PathBuf,
     sync::{
-        Arc,
         atomic::{self, AtomicU32, AtomicUsize, Ordering},
+        Arc,
     },
 };
 
@@ -94,6 +94,10 @@ impl MemEdgeSegment {
             .fetch_add(increment, Ordering::Relaxed);
     }
 
+    pub fn memory_tracker(&self) -> &Arc<AtomicUsize> {
+        &self.global_memory_tracker
+    }
+
     pub fn edge_meta(&self) -> &Arc<Meta> {
         self.layers[0].meta()
     }
@@ -641,9 +645,9 @@ impl<P: PersistenceStrategy<ES = EdgeSegmentView<P>>> EdgeSegmentOps for EdgeSeg
 mod test {
     use super::*;
     use crate::{
-        Config,
         pages::{edge_page::writer::EdgeWriter, layer_counter::GraphStats},
         persist::strategy::NoOpStrategy,
+        Config,
     };
     use raphtory_api::core::entities::properties::{
         meta::{Meta, STATIC_GRAPH_LAYER_ID},
diff --git a/db4-storage/src/segments/node/segment.rs b/db4-storage/src/segments/node/segment.rs
index 7a57aa0598..4bd9bb708c 100644
--- a/db4-storage/src/segments/node/segment.rs
+++ b/db4-storage/src/segments/node/segment.rs
@@ -1,37 +1,37 @@
 use crate::{
-    LocalPOS,
     api::nodes::{LockedNSSegment, NodeSegmentOps},
     error::StorageError,
     loop_lock_write,
     persist::{config::ConfigOps, strategy::PersistenceStrategy},
     segments::{
-        HasRow, SegmentContainer,
         node::entry::{MemNodeEntry, MemNodeRef},
+        HasRow, SegmentContainer,
     },
     wal::LSN,
+    LocalPOS,
 };
 use either::Either;
-use parking_lot::{RwLock, lock_api::ArcRwLockReadGuard};
+use parking_lot::{lock_api::ArcRwLockReadGuard, RwLock};
 use raphtory_api::core::{
-    Direction,
     entities::{
-        EID, LayerId, VID,
         properties::{
             meta::Meta,
             prop::{AsPropRef, Prop},
         },
+        LayerId, EID, VID,
     },
+    Direction,
 };
 use raphtory_core::{
-    entities::{ELID, nodes::structure::adj::Adj},
+    entities::{nodes::structure::adj::Adj, ELID},
     storage::timeindex::{AsTime, EventTime},
 };
 use std::{
     ops::{Deref, DerefMut},
     path::PathBuf,
     sync::{
-        Arc,
         atomic::{AtomicU32, AtomicUsize, Ordering},
+        Arc,
     },
 };
 
@@ -103,6 +103,10 @@ impl MemNodeSegment {
         self.est_size
     }
 
+    pub fn memory_tracker(&self) -> &Arc<AtomicUsize> {
+        &self.global_mem_tracker
+    }
+
     pub(crate) fn increment_global_est_size(&self, increment: usize) {
         self.global_mem_tracker
             .fetch_add(increment, Ordering::Relaxed);
@@ -624,13 +628,13 @@ impl<P: PersistenceStrategy<NS = NodeSegmentView<P>>> NodeSegmentOps for NodeSeg
 #[cfg(test)]
 mod test {
     use crate::{
-        LocalPOS, NodeSegmentView,
         api::nodes::NodeSegmentOps,
         pages::{layer_counter::GraphStats, node_page::writer::NodeWriter},
         persist::{
             config::BaseConfig,
             strategy::{NoOpStrategy, PersistenceStrategy},
         },
+        LocalPOS, NodeSegmentView,
     };
     use raphtory_api::core::entities::properties::{
         meta::{Meta, STATIC_GRAPH_LAYER_ID},
diff --git a/raphtory-storage/src/graph/graph.rs b/raphtory-storage/src/graph/graph.rs
index 0526415cb4..1dc73c6994 100644
--- a/raphtory-storage/src/graph/graph.rs
+++ b/raphtory-storage/src/graph/graph.rs
@@ -18,8 +18,8 @@ use raphtory_api::core::entities::{
 use raphtory_core::entities::{edges::edge_ref::EdgeRef, nodes::node_ref::NodeRef};
 use std::{fmt::Debug, iter, path::Path, sync::Arc};
 use storage::{
-    error::StorageError, pages::SegmentCounts, state::StateIndex, Extension, GIDResolver,
-    GraphPropEntry,
+    error::StorageError, pages::SegmentCounts, persist::strategy::PersistenceStrategy,
+    state::StateIndex, Extension, GIDResolver, GraphPropEntry,
 };
 use thiserror::Error;
 
@@ -307,6 +307,10 @@ impl GraphStorage {
         }
     }
 
+    pub fn total_allocated_memory(&self) -> usize {
+        self.extension().estimated_size()
+    }
+
     pub fn node_segment_counts(&self) -> SegmentCounts<VID> {
         match self {
             GraphStorage::Mem(storage) => storage.nodes.segment_counts(),
diff --git a/raphtory/examples/snb_loader.rs b/raphtory/examples/snb_loader.rs
index b8ca0c0c10..83a1951269 100644
--- a/raphtory/examples/snb_loader.rs
+++ b/raphtory/examples/snb_loader.rs
@@ -480,7 +480,11 @@ fn main() {
         .map(|s| serde_json::from_str::<Filter>(&s))
         .transpose()
         .unwrap();
-    let graph = Graph::new_at_path(&graph_path).unwrap();
+    let graph = if !graph_path.exists() {
+        Graph::new_at_path(&graph_path).unwrap()
+    } else {
+        Graph::load(&graph_path).unwrap()
+    };
     load_snb_graph(&parquet_dir, filter, &graph).unwrap()
 }
 

From 641d9797ad9e4bfbaf7ccc3ec1d5dff87dca5362 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Mon, 18 May 2026 15:11:31 +0100
Subject: [PATCH 09/22] minor additions to PropType

---
 .../entities/properties/prop/prop_type.rs     | 123 +++++++++++++++++-
 raphtory-core/src/storage/mod.rs              |   8 +-
 2 files changed, 126 insertions(+), 5 deletions(-)

diff --git a/raphtory-api/src/core/entities/properties/prop/prop_type.rs b/raphtory-api/src/core/entities/properties/prop/prop_type.rs
index 1807084aa5..b1b17c3131 100644
--- a/raphtory-api/src/core/entities/properties/prop/prop_type.rs
+++ b/raphtory-api/src/core/entities/properties/prop/prop_type.rs
@@ -208,7 +208,7 @@ pub struct InvalidPropertyTypeErr(pub DataType);
 
 pub mod arrow {
     use crate::core::entities::properties::prop::{PropType, EMPTY_MAP_FIELD_NAME};
-    use arrow_schema::{DataType, TimeUnit};
+    use arrow_schema::{DataType, Field, Fields, TimeUnit};
 
     impl From<&DataType> for PropType {
         fn from(value: &DataType) -> Self {
@@ -244,6 +244,55 @@ pub mod arrow {
             }
         }
     }
+
+    impl From<&PropType> for DataType {
+        fn from(value: &PropType) -> Self {
+            match value {
+                PropType::Str => DataType::Utf8View,
+                PropType::U8 => DataType::UInt8,
+                PropType::U16 => DataType::UInt16,
+                PropType::I32 => DataType::Int32,
+                PropType::I64 => DataType::Int64,
+                PropType::U32 => DataType::UInt32,
+                PropType::U64 => DataType::UInt64,
+                PropType::F32 => DataType::Float32,
+                PropType::F64 => DataType::Float64,
+                PropType::Decimal { scale } => {
+                    DataType::Decimal128(38, (*scale).try_into().unwrap())
+                }
+                PropType::Bool => DataType::Boolean,
+                PropType::NDTime => DataType::Timestamp(TimeUnit::Millisecond, None),
+                PropType::DTime => DataType::Timestamp(TimeUnit::Millisecond, Some("UTC".into())),
+                PropType::List(p_type) => DataType::LargeList(
+                    Field::new("data", DataType::from(p_type.as_ref()), true).into(),
+                ),
+                PropType::Map(p_type) => {
+                    let mut fields = p_type
+                        .iter()
+                        .map(|(name, p_type)| Field::new(name, DataType::from(p_type), true))
+                        .collect::<Vec<_>>();
+                    fields.sort_by(|l, r| l.name().cmp(r.name()));
+
+                    if fields.is_empty() {
+                        DataType::Struct(Fields::from_iter([Field::new(
+                            EMPTY_MAP_FIELD_NAME,
+                            DataType::Null,
+                            true,
+                        )]))
+                    } else {
+                        DataType::Struct(fields.into())
+                    }
+                }
+                PropType::Empty => DataType::Null,
+            }
+        }
+    }
+
+    impl From<PropType> for DataType {
+        fn from(value: PropType) -> Self {
+            DataType::from(&value)
+        }
+    }
 }
 
 // step through these types trees and check they are structurally the same
@@ -369,6 +418,8 @@ pub fn check_for_unification(l: &PropType, r: &PropType) -> Option<bool> {
 #[cfg(test)]
 mod test {
     use super::*;
+    use arrow_schema::{DataType, Field, Fields, TimeUnit};
+    use proptest::{collection::btree_map, prelude::*};
 
     #[test]
     fn test_unify_types_ne() {
@@ -501,4 +552,74 @@ mod test {
         let size = size_of::<PropError>();
         println!("PropError = {size}")
     }
+
+    fn field_name() -> impl Strategy<Value = String> {
+        proptest::string::string_regex("[a-z][a-z0-9_]{0,6}")
+            .unwrap()
+            .prop_filter("not the empty map sentinel", |name| {
+                name != crate::core::entities::properties::prop::EMPTY_MAP_FIELD_NAME
+            })
+    }
+
+    fn canonical_data_type() -> impl Strategy<Value = DataType> {
+        let leaf = prop_oneof![
+            Just(DataType::Boolean),
+            Just(DataType::Int32),
+            Just(DataType::Int64),
+            Just(DataType::UInt8),
+            Just(DataType::UInt16),
+            Just(DataType::UInt32),
+            Just(DataType::UInt64),
+            Just(DataType::Float32),
+            Just(DataType::Float64),
+            Just(DataType::Utf8View),
+            Just(DataType::Timestamp(TimeUnit::Millisecond, None)),
+            Just(DataType::Timestamp(
+                TimeUnit::Millisecond,
+                Some("UTC".into())
+            )),
+            (0i8..=38).prop_map(|scale| DataType::Decimal128(38, scale)),
+            Just(DataType::Null),
+        ];
+
+        leaf.prop_recursive(4, 64, 4, |inner| {
+            prop_oneof![
+                inner.clone().prop_map(|data_type| DataType::LargeList(
+                    Field::new("data", data_type, true).into()
+                )),
+                btree_map(field_name(), inner, 0..4).prop_map(|fields| {
+                    if fields.is_empty() {
+                        DataType::Struct(Fields::from_iter([Field::new(
+                            crate::core::entities::properties::prop::EMPTY_MAP_FIELD_NAME,
+                            DataType::Null,
+                            true,
+                        )]))
+                    } else {
+                        DataType::Struct(
+                            fields
+                                .into_iter()
+                                .map(|(name, data_type)| Field::new(name, data_type, true))
+                                .collect::<Vec<_>>()
+                                .into(),
+                        )
+                    }
+                }),
+            ]
+        })
+    }
+
+    proptest! {
+        #[test]
+        fn data_type_to_prop_type_to_data_type_is_transitive(data_type in canonical_data_type()) {
+            prop_assert_eq!(DataType::from(PropType::from(&data_type)), data_type);
+        }
+
+        #[test]
+        fn prop_type_to_data_type_to_prop_type_is_transitive(data_type in canonical_data_type()) {
+            let prop_type = PropType::from(&data_type);
+            let round_tripped: DataType = (&prop_type).into();
+
+            prop_assert_eq!(PropType::from(&round_tripped), prop_type);
+        }
+    }
 }
diff --git a/raphtory-core/src/storage/mod.rs b/raphtory-core/src/storage/mod.rs
index 6aaf77501a..ca4d9f1dfa 100644
--- a/raphtory-core/src/storage/mod.rs
+++ b/raphtory-core/src/storage/mod.rs
@@ -165,7 +165,7 @@ impl PropColumn {
         col
     }
 
-    pub(crate) fn dtype(&self) -> PropType {
+    pub(crate) fn dtype_for_error_report(&self) -> PropType {
         match self {
             PropColumn::Empty(_) => PropType::Empty,
             PropColumn::Bool(_) => PropType::Bool,
@@ -230,7 +230,7 @@ impl PropColumn {
             }
             (col, prop) => {
                 Err(IllegalPropType {
-                    expected: col.dtype(),
+                    expected: col.dtype_for_error_report(),
                     actual: prop.into_prop().dtype(),
                 })?;
             }
@@ -261,7 +261,7 @@ impl PropColumn {
             )?,
             (col, prop) => {
                 Err(IllegalPropType {
-                    expected: col.dtype(),
+                    expected: col.dtype_for_error_report(),
                     actual: prop.clone().into_prop().dtype(),
                 })?;
             }
@@ -308,7 +308,7 @@ impl PropColumn {
             }
             (col, prop) => {
                 Err(IllegalPropType {
-                    expected: col.dtype(),
+                    expected: col.dtype_for_error_report(),
                     actual: prop.into_prop().dtype(),
                 })?;
             }

From 2a18473adee03dfd6f30f92aa5a0684754fb2818 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Tue, 19 May 2026 17:41:38 +0100
Subject: [PATCH 10/22] fmt

---
 db4-storage/src/segments/edge/segment.rs | 12 ++++++------
 db4-storage/src/segments/node/segment.rs | 16 ++++++++--------
 2 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/db4-storage/src/segments/edge/segment.rs b/db4-storage/src/segments/edge/segment.rs
index 285110ff94..b39173ce35 100644
--- a/db4-storage/src/segments/edge/segment.rs
+++ b/db4-storage/src/segments/edge/segment.rs
@@ -1,30 +1,30 @@
 use crate::{
+    LocalPOS,
     api::edges::{EdgeSegmentOps, LockedESegment},
     error::StorageError,
     persist::{config::ConfigOps, strategy::PersistenceStrategy},
     properties::PropMutEntry,
     segments::{
-        edge::entry::{MemEdgeEntry, MemEdgeRef},
         HasRow, SegmentContainer,
+        edge::entry::{MemEdgeEntry, MemEdgeRef},
     },
     utils::Iter4,
     wal::LSN,
-    LocalPOS,
 };
 use parking_lot::lock_api::ArcRwLockReadGuard;
 use raphtory_api::core::{
     entities::{
+        LayerId, VID,
         properties::{
             meta::{Meta, STATIC_GRAPH_LAYER_ID},
             prop::AsPropRef,
         },
-        LayerId, VID,
     },
     storage::dict_mapper::MaybeNew,
 };
 use raphtory_api_macros::box_on_debug_lifetime;
 use raphtory_core::{
-    entities::{edges::edge_ref::EdgeRef, LayerIds},
+    entities::{LayerIds, edges::edge_ref::EdgeRef},
     storage::timeindex::{AsTime, EventTime},
 };
 use rayon::prelude::*;
@@ -32,8 +32,8 @@ use std::{
     ops::{Deref, DerefMut},
     path::PathBuf,
     sync::{
-        atomic::{self, AtomicU32, AtomicUsize, Ordering},
         Arc,
+        atomic::{self, AtomicU32, AtomicUsize, Ordering},
     },
 };
 
@@ -645,9 +645,9 @@ impl<P: PersistenceStrategy<ES = EdgeSegmentView<P>>> EdgeSegmentOps for EdgeSeg
 mod test {
     use super::*;
     use crate::{
+        Config,
         pages::{edge_page::writer::EdgeWriter, layer_counter::GraphStats},
         persist::strategy::NoOpStrategy,
-        Config,
     };
     use raphtory_api::core::entities::properties::{
         meta::{Meta, STATIC_GRAPH_LAYER_ID},
diff --git a/db4-storage/src/segments/node/segment.rs b/db4-storage/src/segments/node/segment.rs
index 4bd9bb708c..bd406bb536 100644
--- a/db4-storage/src/segments/node/segment.rs
+++ b/db4-storage/src/segments/node/segment.rs
@@ -1,37 +1,37 @@
 use crate::{
+    LocalPOS,
     api::nodes::{LockedNSSegment, NodeSegmentOps},
     error::StorageError,
     loop_lock_write,
     persist::{config::ConfigOps, strategy::PersistenceStrategy},
     segments::{
-        node::entry::{MemNodeEntry, MemNodeRef},
         HasRow, SegmentContainer,
+        node::entry::{MemNodeEntry, MemNodeRef},
     },
     wal::LSN,
-    LocalPOS,
 };
 use either::Either;
-use parking_lot::{lock_api::ArcRwLockReadGuard, RwLock};
+use parking_lot::{RwLock, lock_api::ArcRwLockReadGuard};
 use raphtory_api::core::{
+    Direction,
     entities::{
+        EID, LayerId, VID,
         properties::{
             meta::Meta,
             prop::{AsPropRef, Prop},
         },
-        LayerId, EID, VID,
     },
-    Direction,
 };
 use raphtory_core::{
-    entities::{nodes::structure::adj::Adj, ELID},
+    entities::{ELID, nodes::structure::adj::Adj},
     storage::timeindex::{AsTime, EventTime},
 };
 use std::{
     ops::{Deref, DerefMut},
     path::PathBuf,
     sync::{
-        atomic::{AtomicU32, AtomicUsize, Ordering},
         Arc,
+        atomic::{AtomicU32, AtomicUsize, Ordering},
     },
 };
 
@@ -628,13 +628,13 @@ impl<P: PersistenceStrategy<NS = NodeSegmentView<P>>> NodeSegmentOps for NodeSeg
 #[cfg(test)]
 mod test {
     use crate::{
+        LocalPOS, NodeSegmentView,
         api::nodes::NodeSegmentOps,
         pages::{layer_counter::GraphStats, node_page::writer::NodeWriter},
         persist::{
             config::BaseConfig,
             strategy::{NoOpStrategy, PersistenceStrategy},
         },
-        LocalPOS, NodeSegmentView,
     };
     use raphtory_api::core::entities::properties::{
         meta::{Meta, STATIC_GRAPH_LAYER_ID},

From 71f83d368f3bec87052981a24cb46bf7de0dc774 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Wed, 20 May 2026 22:25:03 +0100
Subject: [PATCH 11/22] make edge deletion Pod

---
 raphtory-api/src/core/entities/mod.rs | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/raphtory-api/src/core/entities/mod.rs b/raphtory-api/src/core/entities/mod.rs
index 18dd85f92b..4b4499d78c 100644
--- a/raphtory-api/src/core/entities/mod.rs
+++ b/raphtory-api/src/core/entities/mod.rs
@@ -145,7 +145,8 @@ pub struct ELID {
 }
 
 /// Edge id with deletion flag
-#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, Hash, Default, Serialize, Deserialize)]
+#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, Hash, Default, Serialize, Deserialize, Pod, Zeroable)]
+#[repr(transparent)]
 pub struct EDID(pub usize);
 
 impl Debug for EDID {

From 6155795c50678741004d08254960c43379d0fb65 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Thu, 21 May 2026 09:55:39 +0100
Subject: [PATCH 12/22] fix compilation issue

---
 raphtory/examples/snb_loader.rs | 2 --
 1 file changed, 2 deletions(-)

diff --git a/raphtory/examples/snb_loader.rs b/raphtory/examples/snb_loader.rs
index 83a1951269..1285d31c8c 100644
--- a/raphtory/examples/snb_loader.rs
+++ b/raphtory/examples/snb_loader.rs
@@ -5,8 +5,6 @@ use raphtory::{arrow_loader::df_loaders::edges::ColumnNames, errors::GraphError,
 use serde::Deserialize;
 #[cfg(feature = "io")]
 use std::path::{Path, PathBuf};
-#[cfg(feature = "io")]
-use storage::persist::node;
 
 /// Construct the path to a named Parquet file inside `parquet_dir`.
 #[cfg(feature = "io")]

From fa2c8bd0510784f8ac15e095212ea0df3ffba7ef Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Thu, 21 May 2026 09:58:54 +0100
Subject: [PATCH 13/22] fmt

---
 raphtory-api/src/core/entities/mod.rs | 15 ++++++++++++++-
 1 file changed, 14 insertions(+), 1 deletion(-)

diff --git a/raphtory-api/src/core/entities/mod.rs b/raphtory-api/src/core/entities/mod.rs
index 4b4499d78c..6427359939 100644
--- a/raphtory-api/src/core/entities/mod.rs
+++ b/raphtory-api/src/core/entities/mod.rs
@@ -145,7 +145,20 @@ pub struct ELID {
 }
 
 /// Edge id with deletion flag
-#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, Hash, Default, Serialize, Deserialize, Pod, Zeroable)]
+#[derive(
+    Copy,
+    Clone,
+    PartialEq,
+    Eq,
+    PartialOrd,
+    Ord,
+    Hash,
+    Default,
+    Serialize,
+    Deserialize,
+    Pod,
+    Zeroable,
+)]
 #[repr(transparent)]
 pub struct EDID(pub usize);
 

From ac1b3057b499b24dcaaba134c7eb5f9216267ab9 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Mon, 8 Jun 2026 09:00:10 +0100
Subject: [PATCH 14/22] update loaders

---
 Cargo.lock                      | 2665 +++++++++++++++----------------
 raphtory/examples/eth_loader.rs |   20 +-
 raphtory/examples/snb_loader.rs |   12 +-
 3 files changed, 1268 insertions(+), 1429 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index 1a5ce66f44..d7202d1bad 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -20,13 +20,13 @@ checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
 
 [[package]]
 name = "aes"
-version = "0.8.4"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0"
+checksum = "f1fc76eaeac4c9164506c466d4ffdd8ec9d0c5bf57ee97177c4d8eceb3a0e138"
 dependencies = [
- "cfg-if",
  "cipher",
- "cpufeatures 0.2.17",
+ "cpubits",
+ "cpufeatures 0.3.0",
 ]
 
 [[package]]
@@ -74,6 +74,15 @@ dependencies = [
  "alloc-no-stdlib",
 ]
 
+[[package]]
+name = "alloca"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e5a7d05ea6aea7e9e64d25b9156ba2fee3fdd659e34e41063cd2fc7cd020d7f4"
+dependencies = [
+ "cc",
+]
+
 [[package]]
 name = "allocator-api2"
 version = "0.2.21"
@@ -151,15 +160,6 @@ version = "1.0.102"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7f202df86484c868dbad7eaa557ef785d5c66295e41b460ef922eca0723b842c"
 
-[[package]]
-name = "arbitrary"
-version = "1.4.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3d036a3c4ab069c7b410a2ce876bd74808d2d0888a82667669f8e783a898bf1"
-dependencies = [
- "derive_arbitrary",
-]
-
 [[package]]
 name = "arc-swap"
 version = "1.9.1"
@@ -189,9 +189,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4754a624e5ae42081f464514be454b39711daae0458906dacde5f4c632f33a8"
+checksum = "378530e55cd479eda3c14eb345310799717e6f76d0c332041e8487022166b471"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -210,9 +210,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f7b3141e0ec5145a22d8694ea8b6d6f69305971c4fa1c1a13ef0195aef2d678b"
+checksum = "a0ab212d2c1886e802f51c5212d78ebbcbb0bec980fff9dadc1eb8d45cd0b738"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -224,9 +224,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c8955af33b25f3b175ee10af580577280b4bd01f7e823d94c7cdef7cf8c9aef"
+checksum = "cfd33d3e92f207444098c75b42de99d329562be0cf686b307b097cc52b4e999e"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -235,7 +235,7 @@ dependencies = [
  "chrono",
  "chrono-tz 0.10.4",
  "half",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
  "num-complex",
  "num-integer",
  "num-traits",
@@ -243,9 +243,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-buffer"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c697ddca96183182f35b3a18e50b9110b11e916d7b7799cbfd4d34662f2c56c2"
+checksum = "0c6cd424c2693bcdbc150d843dc9d4d137dd2de4782ce6df491ad11a3a0416c0"
 dependencies = [
  "bytes",
  "half",
@@ -255,9 +255,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "646bbb821e86fd57189c10b4fcdaa941deaf4181924917b0daa92735baa6ada5"
+checksum = "4c5aefb56a2c02e9e2b30746241058b85f8983f0fcff2ba0c6d09006e1cded7f"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -266,7 +266,7 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "atoi",
- "base64 0.22.1",
+ "base64",
  "chrono",
  "comfy-table",
  "half",
@@ -277,9 +277,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8da746f4180004e3ce7b83c977daf6394d768332349d3d913998b10a120b790a"
+checksum = "e94e8cf7e517657a52b91ea1263acf38c4ca62a84655d72458a3359b12ab97de"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -292,9 +292,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fdd994a9d28e6365aa78e15da3f3950c0fdcea6b963a12fa1c391afb637b304"
+checksum = "3c88210023a2bfee1896af366309a3028fc3bcbd6515fa29a7990ee1baa08ee0"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -305,9 +305,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "abf7df950701ab528bf7c0cf7eeadc0445d03ef5d6ffc151eaae6b38a58feff1"
+checksum = "238438f0834483703d88896db6fe5a7138b2230debc31b34c0336c2996e3c64f"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -315,21 +315,22 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "flatbuffers",
- "lz4_flex 0.12.1",
+ "lz4_flex",
  "zstd",
 ]
 
 [[package]]
 name = "arrow-json"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ff8357658bedc49792b13e2e862b80df908171275f8e6e075c460da5ee4bf86"
+checksum = "205ca2119e6d679d5c133c6f30e68f027738d95ed948cf77677ea69c7800036b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-cast",
- "arrow-data",
+ "arrow-ord",
  "arrow-schema",
+ "arrow-select",
  "chrono",
  "half",
  "indexmap 2.14.0",
@@ -345,9 +346,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f7d8f1870e03d4cbed632959498bcc84083b5a24bded52905ae1695bd29da45b"
+checksum = "1bffd8fd2579286a5d63bac898159873e5094a79009940bcb42bbfce4f19f1d0"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -358,9 +359,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "18228633bad92bff92a95746bbeb16e5fc318e8382b75619dec26db79e4de4c0"
+checksum = "bab5994731204603c73ba69267616c50f80780774c6bb0476f1f830625115e0c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -371,20 +372,20 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c872d36b7bf2a6a6a2b40de9156265f0242910791db366a2c17476ba8330d68"
+checksum = "f633dbfdf39c039ada1bf9e34c694816eb71fbb7dc78f613993b7245e078a1ed"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
  "serde_core",
  "serde_json",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68bf3e3efbd1278f770d67e5dc410257300b161b93baedb3aae836144edcaf4b"
+checksum = "8cd065c54172ac787cf3f2f8d4107e0d3fdc26edba76fdf4f4cc170258942222"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -396,9 +397,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85e968097061b3c0e9fe3079cf2e703e487890700546b5b0647f60fca1b5a8d8"
+checksum = "29dd7cda3ab9692f43a2e4acc444d760cc17b12bb6d8232ddf64e9bab7c06b42"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -453,7 +454,7 @@ dependencies = [
  "async-io",
  "async-trait",
  "asynk-strim",
- "base64 0.22.1",
+ "base64",
  "bytes",
  "chrono",
  "fast_chemail",
@@ -546,7 +547,7 @@ dependencies = [
  "futures-lite",
  "parking",
  "polling",
- "rustix 1.1.4",
+ "rustix",
  "slab",
  "windows-sys 0.61.2",
 ]
@@ -570,13 +571,13 @@ checksum = "4df839a6643e1e3248733b01f229dc4f462d7256f808bbaf04cac40739b345c2"
 dependencies = [
  "async-openai-macros",
  "backoff",
- "base64 0.22.1",
+ "base64",
  "bytes",
  "derive_builder",
  "eventsource-stream",
  "futures",
  "rand 0.8.5",
- "reqwest",
+ "reqwest 0.12.28",
  "reqwest-eventsource",
  "secrecy",
  "serde",
@@ -610,28 +611,6 @@ dependencies = [
  "syn 2.0.117",
 ]
 
-[[package]]
-name = "async-stream"
-version = "0.3.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b5a71a6f37880a80d1d7f19efd781e4b5de42c88f0722cc13bcb6cc2cfe8476"
-dependencies = [
- "async-stream-impl",
- "futures-core",
- "pin-project-lite",
-]
-
-[[package]]
-name = "async-stream-impl"
-version = "0.3.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
-
 [[package]]
 name = "async-trait"
 version = "0.1.89"
@@ -706,40 +685,13 @@ dependencies = [
  "fs_extra",
 ]
 
-[[package]]
-name = "axum"
-version = "0.7.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "edca88bc138befd0323b20752846e6587272d3b03b0343c8ea28a6f819e6e71f"
-dependencies = [
- "async-trait",
- "axum-core 0.4.5",
- "bytes",
- "futures-util",
- "http",
- "http-body",
- "http-body-util",
- "itoa",
- "matchit 0.7.3",
- "memchr",
- "mime",
- "percent-encoding",
- "pin-project-lite",
- "rustversion",
- "serde",
- "sync_wrapper",
- "tower 0.5.3",
- "tower-layer",
- "tower-service",
-]
-
 [[package]]
 name = "axum"
 version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "31b698c5f9a010f6573133b09e0de5408834d0c82f8d7475a89fc1867a71cd90"
 dependencies = [
- "axum-core 0.5.6",
+ "axum-core",
  "bytes",
  "form_urlencoded",
  "futures-util",
@@ -749,7 +701,7 @@ dependencies = [
  "hyper",
  "hyper-util",
  "itoa",
- "matchit 0.8.4",
+ "matchit",
  "memchr",
  "mime",
  "percent-encoding",
@@ -760,32 +712,12 @@ dependencies = [
  "serde_urlencoded",
  "sync_wrapper",
  "tokio",
- "tower 0.5.3",
+ "tower",
  "tower-layer",
  "tower-service",
  "tracing",
 ]
 
-[[package]]
-name = "axum-core"
-version = "0.4.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09f2bd6146b97ae3359fa0cc6d6b376d9539582c7b4220f041a33ec24c226199"
-dependencies = [
- "async-trait",
- "bytes",
- "futures-util",
- "http",
- "http-body",
- "http-body-util",
- "mime",
- "pin-project-lite",
- "rustversion",
- "sync_wrapper",
- "tower-layer",
- "tower-service",
-]
-
 [[package]]
 name = "axum-core"
 version = "0.5.6"
@@ -819,27 +751,12 @@ dependencies = [
  "tokio",
 ]
 
-[[package]]
-name = "base64"
-version = "0.21.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567"
-
 [[package]]
 name = "base64"
 version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
-[[package]]
-name = "base64-compat"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a8d4d2746f89841e49230dd26917df1876050f95abafafbe34f47cb534b88d7"
-dependencies = [
- "byteorder",
-]
-
 [[package]]
 name = "bigdecimal"
 version = "0.4.10"
@@ -863,26 +780,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "bincode"
-version = "2.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36eaf5d7b090263e8150820482d5d93cd964a81e4019913c972f4edcc6edb740"
-dependencies = [
- "bincode_derive",
- "serde",
- "unty",
-]
-
-[[package]]
-name = "bincode_derive"
-version = "2.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf95709a440f45e986983918d0e8a1f30a9b1df04918fc828670606804ac3c09"
-dependencies = [
- "virtue",
-]
-
 [[package]]
 name = "bit-set"
 version = "0.8.0"
@@ -898,6 +795,12 @@ version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7"
 
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
 [[package]]
 name = "bitflags"
 version = "2.11.1"
@@ -934,7 +837,7 @@ version = "0.10.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "46502ad458c9a52b69d4d4d32775c788b7a1b85e8bc9d482d92250fc0e3f8efe"
 dependencies = [
- "digest",
+ "digest 0.10.7",
 ]
 
 [[package]]
@@ -947,7 +850,7 @@ dependencies = [
  "arrayvec",
  "cc",
  "cfg-if",
- "constant_time_eq 0.4.2",
+ "constant_time_eq",
  "cpufeatures 0.3.0",
 ]
 
@@ -960,6 +863,16 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "block-buffer"
+version = "0.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cdd35008169921d80bc60d3d0ab416eecb028c4cd653352907921d95084790be"
+dependencies = [
+ "hybrid-array",
+ "zeroize",
+]
+
 [[package]]
 name = "bon"
 version = "3.9.1"
@@ -1018,6 +931,29 @@ version = "3.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5d20789868f4b01b2f2caec9f5c4e0213b41e3e5702a50157d699ae31ced2fcb"
 
+[[package]]
+name = "bytecheck"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0caa33a2c0edca0419d15ac723dff03f1956f7978329b1e3b5fdaaaed9d3ca8b"
+dependencies = [
+ "bytecheck_derive",
+ "ptr_meta",
+ "rancor",
+ "simdutf8",
+]
+
+[[package]]
+name = "bytecheck_derive"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89385e82b5d1821d2219e0b095efa2cc1f246cbf99080f3be46a1a85c0d392d9"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "bytemuck"
 version = "1.25.0"
@@ -1055,31 +991,11 @@ dependencies = [
 
 [[package]]
 name = "bzip2"
-version = "0.4.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bdb116a6ef3f6c3698828873ad02c3014b3c85cadb88496095628e3ef1e347f8"
-dependencies = [
- "bzip2-sys",
- "libc",
-]
-
-[[package]]
-name = "bzip2"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49ecfb22d906f800d4fe833b6282cf4dc1c298f5057ca0b5445e5c209735ca47"
-dependencies = [
- "bzip2-sys",
-]
-
-[[package]]
-name = "bzip2-sys"
-version = "0.1.13+1.0.8"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "225bff33b2141874fe80d71e07d6eec4f85c5c216453dd96388240f96e1acc14"
+checksum = "f3a53fac24f34a81bc9954b5d6cfce0c21e18ec6959f44f56e8e90e4bb7c346c"
 dependencies = [
- "cc",
- "pkg-config",
+ "libbz2-rs-sys",
 ]
 
 [[package]]
@@ -1100,6 +1016,15 @@ dependencies = [
  "shlex",
 ]
 
+[[package]]
+name = "cedarwood"
+version = "0.4.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d910bedd62c24733263d0bed247460853c9d22e8956bd4cd964302095e04e90"
+dependencies = [
+ "smallvec",
+]
+
 [[package]]
 name = "census"
 version = "0.4.2"
@@ -1118,6 +1043,17 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
+[[package]]
+name = "chacha20"
+version = "0.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6f8d983286843e49675a4b7a2d174efe136dc93a18d69130dd18198a6c167601"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.3.0",
+ "rand_core 0.10.1",
+]
+
 [[package]]
 name = "chrono"
 version = "0.4.44"
@@ -1161,7 +1097,7 @@ checksum = "433e39f13c9a060046954e0592a8d0a4bcb1040125cbf91cb8ee58964cfb350f"
 dependencies = [
  "parse-zoneinfo",
  "phf 0.11.3",
- "phf_codegen",
+ "phf_codegen 0.11.3",
 ]
 
 [[package]]
@@ -1193,59 +1129,14 @@ dependencies = [
 
 [[package]]
 name = "cipher"
-version = "0.4.4"
+version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "773f3b9af64447d2ce9850330c473515014aa235e6a783b02db81ff39e4a3dad"
+checksum = "e8cf2a2c93cd704877c0858356ed03480ff301ee950b43f1cbe4573b088bfa6c"
 dependencies = [
- "crypto-common",
+ "crypto-common 0.2.2",
  "inout",
 ]
 
-[[package]]
-name = "clam-core"
-version = "0.18.0"
-dependencies = [
- "ahash",
- "arrow",
- "async-trait",
- "chrono",
- "chrono-tz 0.10.4",
- "comfy-table",
- "criterion",
- "db4-storage",
- "either",
- "env_logger 0.10.2",
- "fastrand",
- "flate2",
- "insta",
- "itertools 0.13.0",
- "log",
- "nom 7.1.3",
- "optd-core",
- "parking_lot",
- "proptest",
- "pyo3",
- "raphtory",
- "raphtory-api",
- "raphtory-itertools",
- "raphtory-storage",
- "rayon",
- "regex",
- "roaring 0.10.12",
- "rustyline",
- "serde",
- "serde_json",
- "slotmap",
- "snb",
- "tempfile",
- "thiserror 2.0.18",
- "tikv-jemallocator",
- "tokio",
- "tracing",
- "tracing-test",
- "uuid",
-]
-
 [[package]]
 name = "clap"
 version = "4.6.0"
@@ -1286,15 +1177,6 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c8d4a3bb8b1e0c1050499d1815f5ab16d04f0959b233085fb31653fbfc9d98f9"
 
-[[package]]
-name = "clipboard-win"
-version = "5.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bde03770d3df201d4fb868f2c9c59e66a3e4e2bd06692a0fe701e7103c7e84d4"
-dependencies = [
- "error-code",
-]
-
 [[package]]
 name = "cmake"
 version = "0.1.58"
@@ -1304,21 +1186,36 @@ dependencies = [
  "cc",
 ]
 
+[[package]]
+name = "cmov"
+version = "0.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c9ea0ac24bc397ab3c98583a3c9ba74fa56b09a4449bbe172b9b1ddb016027a"
+
 [[package]]
 name = "colorchoice"
 version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d07550c9036bf2ae0c684c4297d503f838287c83c53686d05370d0e139ae570"
 
+[[package]]
+name = "combine"
+version = "4.6.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba5a308b75df32fe02788e748662718f03fde005016435c444eea572398219fd"
+dependencies = [
+ "bytes",
+ "memchr",
+]
+
 [[package]]
 name = "comfy-table"
 version = "7.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "958c5d6ecf1f214b4c2bbbbf6ab9523a864bd136dcf71a7e8904799acfe1ad47"
 dependencies = [
- "crossterm",
  "unicode-segmentation",
- "unicode-width 0.2.2",
+ "unicode-width",
 ]
 
 [[package]]
@@ -1352,39 +1249,29 @@ dependencies = [
 
 [[package]]
 name = "config"
-version = "0.14.1"
+version = "0.15.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68578f196d2a33ff61b27fae256c3164f65e36382648e30666dde05b8cc9dfdf"
+checksum = "f316c6237b2d38be61949ecd15268a4c6ca32570079394a2444d9ce2c72a72d8"
 dependencies = [
  "async-trait",
  "convert_case",
  "json5",
- "nom 7.1.3",
  "pathdiff",
  "ron",
  "rust-ini",
- "serde",
+ "serde-untagged",
+ "serde_core",
  "serde_json",
  "toml",
+ "winnow",
  "yaml-rust2",
 ]
 
-[[package]]
-name = "console"
-version = "0.16.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d64e8af5551369d19cf50138de61f1c42074ab970f74e99be916646777f8fc87"
-dependencies = [
- "encode_unicode",
- "libc",
- "windows-sys 0.61.2",
-]
-
 [[package]]
 name = "const-oid"
-version = "0.9.6"
+version = "0.10.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c2459377285ad874054d797f3ccebf984978aa39129f6eafde5cdc8315b612f8"
+checksum = "a6ef517f0926dd24a1582492c791b6a4818a4d94e789a334894aa15b0d12f55c"
 
 [[package]]
 name = "const-random"
@@ -1406,12 +1293,6 @@ dependencies = [
  "tiny-keccak",
 ]
 
-[[package]]
-name = "constant_time_eq"
-version = "0.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c74b8349d32d297c9134b8c88677813a227df8f779daa29bfc29c183fe3dca6"
-
 [[package]]
 name = "constant_time_eq"
 version = "0.4.2"
@@ -1453,6 +1334,12 @@ version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
+[[package]]
+name = "cpubits"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "15b85f9c39137c3a891689859392b1bd49812121d0d61c9caf00d46ed5ce06ae"
+
 [[package]]
 name = "cpufeatures"
 version = "0.2.17"
@@ -1471,21 +1358,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "crc"
-version = "3.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5eb8a2a1cd12ab0d987a5d5e825195d372001a4094a0376319d5a0ad71c1ba0d"
-dependencies = [
- "crc-catalog",
-]
-
-[[package]]
-name = "crc-catalog"
-version = "2.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19d374276b40fb8bbdee95aef7c7fa6b5316ec764510eb64b8dd0e2ed0d7e7f5"
-
 [[package]]
 name = "crc32fast"
 version = "1.5.0"
@@ -1497,25 +1369,24 @@ dependencies = [
 
 [[package]]
 name = "criterion"
-version = "0.5.1"
+version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2b12d017a929603d80db1831cd3a24082f8137ce19c69e6447f54f5fc8d692f"
+checksum = "950046b2aa2492f9a536f5f4f9a3de7b9e2476e575e05bd6c333371add4d98f3"
 dependencies = [
+ "alloca",
  "anes",
  "cast",
  "ciborium",
  "clap",
  "criterion-plot",
- "is-terminal",
- "itertools 0.10.5",
+ "itertools 0.13.0",
  "num-traits",
- "once_cell",
  "oorandom",
+ "page_size",
  "plotters",
  "rayon",
  "regex",
  "serde",
- "serde_derive",
  "serde_json",
  "tinytemplate",
  "walkdir",
@@ -1523,12 +1394,12 @@ dependencies = [
 
 [[package]]
 name = "criterion-plot"
-version = "0.5.0"
+version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b50826342786a51a89e2da3a28f1c32b06e387201bc2d19791f622c673706b1"
+checksum = "d8d80a2f4f5b554395e47b5d8305bc3d27813bacb73493eb1001e8f76dae29ea"
 dependencies = [
  "cast",
- "itertools 0.10.5",
+ "itertools 0.13.0",
 ]
 
 [[package]]
@@ -1584,29 +1455,6 @@ version = "0.8.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
 
-[[package]]
-name = "crossterm"
-version = "0.29.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8b9f2e4c67f833b660cdb0a3523065869fb35570177239812ed4c905aeff87b"
-dependencies = [
- "bitflags",
- "crossterm_winapi",
- "document-features",
- "parking_lot",
- "rustix 1.1.4",
- "winapi",
-]
-
-[[package]]
-name = "crossterm_winapi"
-version = "0.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "acdd7c62a3665c7f6830a51635d9ac9b23ed385797f70a83bb8bafe9c572ab2b"
-dependencies = [
- "winapi",
-]
-
 [[package]]
 name = "crunchy"
 version = "0.2.4"
@@ -1623,6 +1471,15 @@ dependencies = [
  "typenum",
 ]
 
+[[package]]
+name = "crypto-common"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce6e4c961d6cd6c9a86db418387425e8bdeaf05b3c8bc1411e6dca4c252f1453"
+dependencies = [
+ "hybrid-array",
+]
+
 [[package]]
 name = "csv"
 version = "1.4.0"
@@ -1644,6 +1501,21 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "ctutils"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d5515a3834141de9eafb9717ad39eea8247b5674e6066c404e8c4b365d2a29e"
+dependencies = [
+ "cmov",
+]
+
+[[package]]
+name = "daachorse"
+version = "2.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "db756b5eb7d81d31f31f660f4132f8cf5698de52fca144c143d0ae0cbb5f2e06"
+
 [[package]]
 name = "darling"
 version = "0.20.11"
@@ -1737,9 +1609,9 @@ checksum = "d7a1e2f27636f116493b8b860f5546edb47c8d8f8ea73e1d2a20be88e28d1fea"
 
 [[package]]
 name = "datafusion"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7541353e77dc7262b71ca27be07d8393661737e3a73b5d1b1c6f7d814c64fa2a"
+checksum = "93db0e623840612f7f2cd757f7e8a8922064192363732c88692e0870016e141b"
 dependencies = [
  "arrow",
  "arrow-schema",
@@ -1786,9 +1658,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9997731f90fa5398ef831ad0e69600f92c861b79c0d38bd1a29b6f0e3a0ce4c8"
+checksum = "37cefde60b26a7f4ff61e9d2ff2833322f91df2b568d7238afe67bde5bdffb66"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1811,9 +1683,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b30a3dd50dec860c9559275c8d97d9de602e611237a6ecfbda0b3b63b872352"
+checksum = "17e112307715d6a7a331111a4c2330ff54bc237183511c319e3708a4cff431fb"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1834,9 +1706,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d551054acec0398ca604512310b77ce05c46f66e54b54d48200a686e385cca4e"
+checksum = "d72a11ca44a95e1081870d3abb80c717496e8a7acb467a1d3e932bb636af5cc2"
 dependencies = [
  "ahash",
  "arrow",
@@ -1845,6 +1717,7 @@ dependencies = [
  "half",
  "hashbrown 0.16.1",
  "indexmap 2.14.0",
+ "itertools 0.14.0",
  "libc",
  "log",
  "object_store",
@@ -1856,9 +1729,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "567d40e285f5b79f8737b576605721cd6c1133b5d2b00bdbd5d9838d90d0812f"
+checksum = "89f4afaed29670ec4fd6053643adc749fe3f4bc9d1ce1b8c5679b22c67d12def"
 dependencies = [
  "futures",
  "log",
@@ -1867,9 +1740,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "27d2668f51b3b30befae2207472569e37807fdedd1d14da58acc6f8ca6257eae"
+checksum = "e9fb386e1691355355a96419978a0022b7947b44d4a24a6ea99f00b6b485cbb6"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1896,9 +1769,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-arrow"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e02e1b3e3a8ec55f1f62de4252b0407c8567363d056078769a197e24fc834a0f"
+checksum = "ffa6c52cfed0734c5f93754d1c0175f558175248bf686c944fb05c373e5fc096"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -1920,9 +1793,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-csv"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b559d7bf87d4f900f847baba8509634f838d9718695389e903604cdcccdb01f3"
+checksum = "503f29e0582c1fc189578d665ff57d9300da1f80c282777d7eb67bb79fb8cdca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1943,9 +1816,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "250e2d7591ba8b638f063854650faa40bca4e8bd4059b2ece8836f6388d02db4"
+checksum = "e33804749abc8d0c8cb7473228483cb8070e524c6f6086ee1b85a64debe2b3d2"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1960,27 +1833,31 @@ dependencies = [
  "datafusion-session",
  "futures",
  "object_store",
+ "serde_json",
  "tokio",
+ "tokio-stream",
 ]
 
 [[package]]
 name = "datafusion-doc"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9496cb0db222dbb9a3735760ceca7fc56f35e1d5502c38d0caa77a81e9c1f6a"
+checksum = "8de6ac0df1662b9148ad3c987978b32cbec7c772f199b1d53520c8fa764a87ee"
 
 [[package]]
 name = "datafusion-execution"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc45d23c516ed8d3637751e44e09e21b45b3f58b473c802dddd1f1ad4fe435ff"
+checksum = "c03c7fbdaefcca4ef6ffe425a5fc2325763bfb426599bb0bf4536466efabe709"
 dependencies = [
  "arrow",
+ "arrow-buffer",
  "async-trait",
  "chrono",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
+ "datafusion-physical-expr-common",
  "futures",
  "log",
  "object_store",
@@ -1992,9 +1869,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "63dd30526d2db4fda6440806a41e4676334a94bc0596cc9cc2a0efed20ef2c44"
+checksum = "574b9b6977fedbd2a611cbff12e5caf90f31640ad9dc5870f152836d94bad0dd"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2014,9 +1891,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b486b5f6255d40976b88bb83813b0d035a8333e0ec39864824e78068cf42fa6"
+checksum = "7d7c3adf3db8bf61e92eb90cb659c8e8b734593a8f7c8e12a843c7ddba24b87e"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2027,13 +1904,13 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07356c94118d881130dd0ffbff127540407d969c8978736e324edcd6c41cd48f"
+checksum = "f28aa4e10384e782774b10e72aca4d93ef7b31aa653095d9d4536b0a3dbc51b6"
 dependencies = [
  "arrow",
  "arrow-buffer",
- "base64 0.22.1",
+ "base64",
  "blake2",
  "blake3",
  "chrono",
@@ -2048,19 +1925,20 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "md-5",
+ "memchr",
  "num-traits",
  "rand 0.9.4",
  "regex",
- "sha2",
+ "sha2 0.10.9",
  "unicode-segmentation",
  "uuid",
 ]
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b644f9cf696df9233ce6958b9807666d78563b56f923267474dd6c07795f1f8f"
+checksum = "00aa6217e56098ba84e0a338176fe52f0a84cca398021512c6c8c5eff806d0ad"
 dependencies = [
  "ahash",
  "arrow",
@@ -2074,14 +1952,15 @@ dependencies = [
  "datafusion-physical-expr-common",
  "half",
  "log",
+ "num-traits",
  "paste",
 ]
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1de2deaaabe8923ce9ea9f29c47bbb4ee14f67ea2fe1ab5398d9bbebcf86e56"
+checksum = "b511250349407db7c43832ab2de63f5557b19a20dfd236b39ca2c04468b50d47"
 dependencies = [
  "ahash",
  "arrow",
@@ -2092,9 +1971,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "552f8d92e4331ee91d23c02d12bb6acf32cbfd5215117e01c0fb63cd4b15af1a"
+checksum = "ef13a858e20d50f0a9bb5e96e7ac82b4e7597f247515bccca4fdd2992df0212a"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -2108,16 +1987,18 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-macros",
  "datafusion-physical-expr-common",
+ "hashbrown 0.16.1",
  "itertools 0.14.0",
+ "itoa",
  "log",
  "paste",
 ]
 
 [[package]]
 name = "datafusion-functions-table"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "970fd0cdd3df8802b9a9975ff600998289ba9d46682a4f7285cba4820c9ada78"
+checksum = "72b40d3f5bbb3905f9ccb1ce9485a9595c77b69758a7c24d3ba79e334ff51e7e"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2131,9 +2012,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40b4c21a7c8a986a1866c0a87ab756d0bbf7b5f41f306009fa2d9af79c52ed31"
+checksum = "d4e88ec9d57c9b685d02f58bfee7be62d72610430ddcedb82a08e5d9925dbfb6"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2149,9 +2030,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b1210ad73b8b3211aeaf4a42bef9bd7a2b7fce3ec119a478831f18c6ff7f7b93"
+checksum = "8307bb93519b1a91913723a1130cfafeee3f72200d870d88e91a6fc5470ede5c"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -2159,9 +2040,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aaa566a963013a38681ad82a727a654bc7feb19632426aea8c3412d415d200c5"
+checksum = "2e367e6a71051d0ebdd29b2f85d12059b38b1d1f172c6906e80016da662226bd"
 dependencies = [
  "datafusion-doc",
  "quote",
@@ -2170,9 +2051,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-optimizer"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff9aa82b240252a88dee118372f9b9757c545ab9e53c0736bebab2e7da0ef1f2"
+checksum = "e929015451a67f77d9d8b727b2bf3a40c4445fdef6cdc53281d7d97c76888ace"
 dependencies = [
  "arrow",
  "chrono",
@@ -2189,9 +2070,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d48022b8af9988c1d852644f9e8b5584c490659769a550c5e8d39457a1da0a5"
+checksum = "4b1e68aba7a4b350401cfdf25a3d6f989ad898a7410164afe9ca52080244cb59"
 dependencies = [
  "ahash",
  "arrow",
@@ -2206,15 +2087,15 @@ dependencies = [
  "itertools 0.14.0",
  "parking_lot",
  "paste",
- "petgraph 0.8.3",
+ "petgraph",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-physical-expr-adapter"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae7a8abc0b4fe624000972a9b145b30b7f1b680bffaa950ea53f78d9b21c27c3"
+checksum = "ea22315f33cf2e0adc104e8ec42e285f6ed93998d565c65e82fec6a9ee9f9db4"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2227,9 +2108,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "147253ca3e6b9d59c162de64c02800973018660e13340dd1886dd038d17ac429"
+checksum = "b04b45ea8ad3ac2d78f2ea2a76053e06591c9629c7a603eda16c10649ecf4362"
 dependencies = [
  "ahash",
  "arrow",
@@ -2244,9 +2125,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "689156bb2282107b6239db8d7ef44b4dab10a9b33d3491a0c74acac5e4fedd72"
+checksum = "7cb13397809a425918f608dfe8653f332015a3e330004ab191b4404187238b95"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2262,9 +2143,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68253dc0ee5330aa558b2549c9b0da5af9fc17d753ae73022939014ad616fc28"
+checksum = "5edc023675791af9d5fb4cc4c24abf5f7bd3bd4dcf9e5bd90ea1eff6976dcc79"
 dependencies = [
  "ahash",
  "arrow",
@@ -2286,6 +2167,7 @@ dependencies = [
  "indexmap 2.14.0",
  "itertools 0.14.0",
  "log",
+ "num-traits",
  "parking_lot",
  "pin-project-lite",
  "tokio",
@@ -2293,9 +2175,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-pruning"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fcad240a54d0b1d3e8f668398900260a53122d522b2102ab57218590decacd6"
+checksum = "ac8c76860e355616555081cab5968cec1af7a80701ff374510860bcd567e365a"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2310,9 +2192,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-session"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f58e83a68bb67007a8fcbf005c44cefe441270c7ee7f6dee10c0e0109b556f6d"
+checksum = "5412111aa48e2424ba926112e192f7a6b7e4ccb450145d25ce5ede9f19dc491e"
 dependencies = [
  "async-trait",
  "datafusion-common",
@@ -2324,21 +2206,28 @@ dependencies = [
 
 [[package]]
 name = "datafusion-sql"
-version = "52.5.0"
+version = "53.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be53e9eb55db0fbb8980bb6d87f2435b0524acf4c718ed54a57cabbb299b2ab3"
+checksum = "fa0d133ddf8b9b3b872acac900157f783e7b879fe9a6bccf389abebbfac45ec1"
 dependencies = [
  "arrow",
  "bigdecimal",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
+ "datafusion-functions-nested",
  "indexmap 2.14.0",
  "log",
  "regex",
  "sqlparser",
 ]
 
+[[package]]
+name = "datasketches"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c286de4e81ea2590afc24d754e0f83810c566f50a1388fa75ebd57928c0d9745"
+
 [[package]]
 name = "db4-graph"
 version = "0.18.0"
@@ -2362,7 +2251,7 @@ dependencies = [
  "dashmap",
  "either",
  "iter-enum",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "lock_api",
  "once_cell",
  "parking_lot",
@@ -2440,9 +2329,9 @@ dependencies = [
 
 [[package]]
 name = "der"
-version = "0.7.10"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7c1832837b905bbfb5101e07cc24c8deddf52f93225eee6ead5f4d63d53ddcb"
+checksum = "71fd89660b2dc699704064e59e9dba0147b903e85319429e131620d022be411b"
 dependencies = [
  "const-oid",
 ]
@@ -2457,17 +2346,6 @@ dependencies = [
  "serde_core",
 ]
 
-[[package]]
-name = "derive_arbitrary"
-version = "1.4.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e567bd82dcff979e4b03460c307b3cdc9e96fde3d73bed1496d2bc75d9dd62a"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
-
 [[package]]
 name = "derive_builder"
 version = "0.20.2"
@@ -2549,11 +2427,24 @@ version = "0.10.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
 dependencies = [
- "block-buffer",
- "crypto-common",
+ "block-buffer 0.10.4",
+ "crypto-common 0.1.6",
  "subtle",
 ]
 
+[[package]]
+name = "digest"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1dd6dbb5841937940781866fa1281a1ff7bd3bf827091440879f9994983d5c2"
+dependencies = [
+ "block-buffer 0.12.0",
+ "const-oid",
+ "crypto-common 0.2.2",
+ "ctutils",
+ "zeroize",
+]
+
 [[package]]
 name = "dirs"
 version = "6.0.0"
@@ -2601,27 +2492,12 @@ dependencies = [
  "const-random",
 ]
 
-[[package]]
-name = "document-features"
-version = "0.2.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4b8a88685455ed29a21542a33abd9cb6510b6b129abadabdcef0f4c55bc8f61"
-dependencies = [
- "litrs",
-]
-
 [[package]]
 name = "dotenv"
 version = "0.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "77c90badedccf4105eca100756a0b1289e191f6fcbdadd3cee1d2f614f97da8f"
 
-[[package]]
-name = "downcast-rs"
-version = "1.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75b325c5dbd37f80359721ad39aca5a29fb04c89279657cffdda8736d0c0b9d2"
-
 [[package]]
 name = "downcast-rs"
 version = "2.0.2"
@@ -2651,8 +2527,9 @@ checksum = "d0881ea181b1df73ff77ffaaf9c7544ecc11e82fba9b5f27b262a3c73a332555"
 
 [[package]]
 name = "dynamic-graphql"
-version = "0.10.1"
-source = "git+https://github.com/miratepuffin/dynamic-graphql?branch=add-arg-descriptions#69a07c5fe3c16b4baf76f676c96cde5865cae1de"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9d58055cecef1736f42bee8819059054e18239cda3d5de56b0c8836c2a2322b"
 dependencies = [
  "async-graphql",
  "dynamic-graphql-derive",
@@ -2661,8 +2538,9 @@ dependencies = [
 
 [[package]]
 name = "dynamic-graphql-derive"
-version = "0.10.1"
-source = "git+https://github.com/miratepuffin/dynamic-graphql?branch=add-arg-descriptions#69a07c5fe3c16b4baf76f676c96cde5865cae1de"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ff1e2aa3d6affef7ce88263e83c0110b11f57409cf25aa81689bcc5f023a602e"
 dependencies = [
  "Inflector",
  "darling 0.20.11",
@@ -2675,15 +2553,9 @@ dependencies = [
 
 [[package]]
 name = "either"
-version = "1.15.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48c757948c5ede0e46177b7add2e67155f70e33c07fea8284df6576da70b3719"
-
-[[package]]
-name = "encode_unicode"
-version = "1.0.0"
+version = "1.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34aa73646ffb006b8f5147f3dc182bd4bcb190227ce861fc4a4844bf8e3cb2c0"
+checksum = "91622ff5e7162018101f2fea40d6ebf4a78bbe5a49736a2020649edf9693679e"
 
 [[package]]
 name = "encoding_rs"
@@ -2695,10 +2567,13 @@ dependencies = [
 ]
 
 [[package]]
-name = "endian-type"
-version = "0.1.2"
+name = "encoding_rs_io"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c34f04666d835ff5d62e058c3995147c06f42fe86ff053337632bca83e42702d"
+checksum = "1cc3c5651fb62ab8aa3103998dade57efdd028544bd300516baa31840c252a83"
+dependencies = [
+ "encoding_rs",
+]
 
 [[package]]
 name = "env_filter"
@@ -2709,19 +2584,6 @@ dependencies = [
  "log",
 ]
 
-[[package]]
-name = "env_logger"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4cd405aab171cb85d6735e5c8d9db038c17d3ca007a4d2c25f337935c3d90580"
-dependencies = [
- "humantime",
- "is-terminal",
- "log",
- "regex",
- "termcolor",
-]
-
 [[package]]
 name = "env_logger"
 version = "0.11.10"
@@ -2740,6 +2602,17 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
+[[package]]
+name = "erased-serde"
+version = "0.4.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2add8a07dd6a8d93ff627029c51de145e12686fbc36ecb298ac22e74cf02dec"
+dependencies = [
+ "serde",
+ "serde_core",
+ "typeid",
+]
+
 [[package]]
 name = "errno"
 version = "0.3.14"
@@ -2750,12 +2623,6 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
-[[package]]
-name = "error-code"
-version = "3.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dea2df4cf52843e0452895c455a1a2cfbb842a1e7329671acf418fdc53ed4c59"
-
 [[package]]
 name = "ethnum"
 version = "1.5.2"
@@ -2796,13 +2663,14 @@ dependencies = [
 
 [[package]]
 name = "fake"
-version = "3.1.0"
+version = "5.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aef603df4ba9adbca6a332db7da6f614f21eafefbaf8e087844e452fdec152d0"
+checksum = "ea6be833b323a56361118a747470a45a1bcd5c52a2ec9b1e40c83dafe687e453"
 dependencies = [
  "chrono",
  "deunicode",
- "rand 0.8.5",
+ "either",
+ "rand 0.10.1",
 ]
 
 [[package]]
@@ -2832,17 +2700,6 @@ version = "2.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9f1f227452a390804cdb637b74a86990f2a7d7ba4b7d5693aac9b4dd6defd8d6"
 
-[[package]]
-name = "fd-lock"
-version = "4.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ce92ff622d6dadf7349484f42c93271a0d49b7cc4d466a936405bacbe10aa78"
-dependencies = [
- "cfg-if",
- "rustix 1.1.4",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "find-msvc-tools"
 version = "0.1.9"
@@ -2861,7 +2718,7 @@ version = "25.12.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "35f6839d7b3b98adde531effaf34f0c2badc6f4735d26fe74709d8e513a96ef3"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
  "rustc_version",
 ]
 
@@ -2905,12 +2762,12 @@ dependencies = [
 
 [[package]]
 name = "fs4"
-version = "0.8.4"
+version = "0.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f7e180ac76c23b45e767bd7ae9579bc0bb458618c4bc71835926e098e61d15f8"
+checksum = "8640e34b88f7652208ce9e88b1a37a2ae95227d84abec377ccd3c5cfeb141ed4"
 dependencies = [
- "rustix 0.38.44",
- "windows-sys 0.52.0",
+ "rustix",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -2921,9 +2778,9 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2195cc7f87e84bd695586137de99605e7e9579b26ec5e01b82960ddb4d0922f2"
+checksum = "bcd0ce0249ac12fd44fcde62d435c36d881952c2f0df4d1de24b45e1dbba5ddb"
 dependencies = [
  "arrow-array",
  "rand 0.9.4",
@@ -3107,17 +2964,20 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0de51e6874e94e7bf76d726fc5d13ba782deca734ff60d5bb2fb2607c7406555"
 dependencies = [
  "cfg-if",
+ "js-sys",
  "libc",
  "r-efi 6.0.0",
+ "rand_core 0.10.1",
  "wasip2",
  "wasip3",
+ "wasm-bindgen",
 ]
 
 [[package]]
 name = "glam"
-version = "0.29.3"
+version = "0.33.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8babf46d4c1c9d92deac9f7be466f76dfc4482b6452fc5024b5e8daf6ffeb3ee"
+checksum = "8fb167719045debebe9f532320accc7b5c993c5a3b813f5696a11d5ca7bdc57b"
 
 [[package]]
 name = "glob"
@@ -3184,10 +3044,6 @@ name = "hashbrown"
 version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
-dependencies = [
- "ahash",
- "allocator-api2",
-]
 
 [[package]]
 name = "hashbrown"
@@ -3195,8 +3051,6 @@ version = "0.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
 dependencies = [
- "allocator-api2",
- "equivalent",
  "foldhash 0.1.5",
 ]
 
@@ -3213,17 +3067,22 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.17.0"
+version = "0.17.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4f467dd6dccf739c208452f8014c75c18bb8301b050ad1cfb27153803edb0f51"
+checksum = "ed5909b6e89a2db4456e54cd5f673791d7eca6732202bbf2a9cc504fe2f9b84a"
+dependencies = [
+ "allocator-api2",
+ "equivalent",
+ "foldhash 0.2.0",
+]
 
 [[package]]
 name = "hashlink"
-version = "0.8.4"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8094feaf31ff591f651a2664fb9cfd92bba7a60ce3197265e9482ebe753c8f7"
+checksum = "ea0b22561a9c04a7cb1a302c013e0259cd3b4bb619f145b32f72b8b4bcbed230"
 dependencies = [
- "hashbrown 0.14.5",
+ "hashbrown 0.16.1",
 ]
 
 [[package]]
@@ -3232,13 +3091,13 @@ version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b3314d5adb5d94bcdf56771f2e50dbbc80bb4bdf88967526706205ac9eff24eb"
 dependencies = [
- "base64 0.22.1",
+ "base64",
  "bytes",
  "headers-core",
  "http",
  "httpdate",
  "mime",
- "sha1",
+ "sha1 0.10.6",
 ]
 
 [[package]]
@@ -3268,7 +3127,7 @@ version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ad82d6598ccf1dac15c8b758a1bd282b755b6776be600429176757190a1b0202"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
  "byteorder",
  "heed-traits",
  "heed-types",
@@ -3293,7 +3152,7 @@ version = "0.21.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "13c255bdf46e07fb840d120a36dcc81f385140d7191c76a7391672675c01a55d"
 dependencies = [
- "bincode 1.3.3",
+ "bincode",
  "byteorder",
  "heed-traits",
  "serde",
@@ -3314,20 +3173,11 @@ checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
 [[package]]
 name = "hmac"
-version = "0.12.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c49c37c09c17a53d937dfbb742eb3a961d65a994e6bcdcf37e7399d0cc8ab5e"
-dependencies = [
- "digest",
-]
-
-[[package]]
-name = "home"
-version = "0.5.12"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc627f471c528ff0c4a49e1d5e60450c8f6461dd6d10ba9dcd3a61d3dff7728d"
+checksum = "6303bc9732ae41b04cb554b844a762b4115a61bfaa81e3e83050991eeb56863f"
 dependencies = [
- "windows-sys 0.61.2",
+ "digest 0.11.3",
 ]
 
 [[package]]
@@ -3387,6 +3237,15 @@ version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "135b12329e5e3ce057a9f972339ea52bc954fe1e9358ef27f95e89716fbc5424"
 
+[[package]]
+name = "hybrid-array"
+version = "0.4.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9155a582abd142abc056962c29e3ce5ff2ad5469f4246b537ed42c5deba857da"
+dependencies = [
+ "typenum",
+]
+
 [[package]]
 name = "hyper"
 version = "1.9.0"
@@ -3423,7 +3282,6 @@ dependencies = [
  "tokio",
  "tokio-rustls",
  "tower-service",
- "webpki-roots 1.0.6",
 ]
 
 [[package]]
@@ -3445,7 +3303,7 @@ version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "96547c2556ec9d12fb1578c4eaf448b04993e7fb79cbaad930a656880a6bdfa0"
 dependencies = [
- "base64 0.22.1",
+ "base64",
  "bytes",
  "futures-channel",
  "futures-util",
@@ -3456,7 +3314,7 @@ dependencies = [
  "libc",
  "percent-encoding",
  "pin-project-lite",
- "socket2 0.6.3",
+ "socket2",
  "tokio",
  "tower-service",
  "tracing",
@@ -3628,7 +3486,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d466e9454f08e4a911e14806c24e16fba1b4c121d1ea474396f396069cf949d9"
 dependencies = [
  "equivalent",
- "hashbrown 0.17.0",
+ "hashbrown 0.17.1",
  "rayon",
  "serde",
  "serde_core",
@@ -3645,24 +3503,11 @@ dependencies = [
 
 [[package]]
 name = "inout"
-version = "0.1.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "879f10e63c20629ecabbb64a8010319738c66a5cd0c29b02d63d272b03751d01"
-dependencies = [
- "generic-array",
-]
-
-[[package]]
-name = "insta"
-version = "1.47.2"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b4a6248eb93a4401ed2f37dfe8ea592d3cf05b7cf4f8efa867b6895af7e094e"
+checksum = "4250ce6452e92010fdf7268ccc5d14faa80bb12fc741938534c58f16804e03c7"
 dependencies = [
- "console",
- "once_cell",
- "serde",
- "similar",
- "tempfile",
+ "hybrid-array",
 ]
 
 [[package]]
@@ -3672,9 +3517,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e0242819d153cba4b4b05a5a8f2a7e9bbf97b6055b2a002b395c96b5ff3c0222"
 dependencies = [
  "cfg-if",
- "js-sys",
- "wasm-bindgen",
- "web-sys",
 ]
 
 [[package]]
@@ -3692,6 +3534,17 @@ dependencies = [
  "rustversion",
 ]
 
+[[package]]
+name = "io-uring"
+version = "0.7.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4d09b98f7eace8982db770e4408e7470b028ce513ac28fecdc6bf4c30fe92b62"
+dependencies = [
+ "bitflags 2.11.1",
+ "cfg-if",
+ "libc",
+]
+
 [[package]]
 name = "ipnet"
 version = "2.12.0"
@@ -3708,17 +3561,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "is-terminal"
-version = "0.4.17"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
-dependencies = [
- "hermit-abi",
- "libc",
- "windows-sys 0.61.2",
-]
-
 [[package]]
 name = "is_terminal_polyfill"
 version = "1.70.2"
@@ -3736,45 +3578,49 @@ dependencies = [
 
 [[package]]
 name = "itertools"
-version = "0.10.5"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
+checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
 dependencies = [
  "either",
 ]
 
 [[package]]
 name = "itertools"
-version = "0.12.1"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
 dependencies = [
  "either",
 ]
 
 [[package]]
-name = "itertools"
-version = "0.13.0"
+name = "itoa"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
-dependencies = [
- "either",
-]
+checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
 [[package]]
-name = "itertools"
-version = "0.14.0"
+name = "jieba-macros"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
+checksum = "a29cfc5dcd898604c6f80363411fa6b6b08e27d1d253d6225b9cb6702ea02fc0"
 dependencies = [
- "either",
+ "phf_codegen 0.13.1",
 ]
 
 [[package]]
-name = "itoa"
-version = "1.0.18"
+name = "jieba-rs"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
+checksum = "3245d6e9d1d5facbd6a23848d6b67e3439738ccbb4fa5a3d65da315ba1a910a2"
+dependencies = [
+ "cedarwood",
+ "jieba-macros",
+ "phf 0.13.1",
+ "regex",
+ "rustc-hash",
+]
 
 [[package]]
 name = "jiff"
@@ -3817,6 +3663,55 @@ dependencies = [
  "jiff-tzdb",
 ]
 
+[[package]]
+name = "jni"
+version = "0.22.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5efd9a482cf3a427f00d6b35f14332adc7902ce91efb778580e180ff90fa3498"
+dependencies = [
+ "cfg-if",
+ "combine",
+ "jni-macros",
+ "jni-sys",
+ "log",
+ "simd_cesu8",
+ "thiserror 2.0.18",
+ "walkdir",
+ "windows-link",
+]
+
+[[package]]
+name = "jni-macros"
+version = "0.22.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a00109accc170f0bdb141fed3e393c565b6f5e072365c3bd58f5b062591560a3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "rustc_version",
+ "simd_cesu8",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "jni-sys"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c6377a88cb3910bee9b0fa88d4f42e1d2da8e79915598f65fb0c7ee14c878af2"
+dependencies = [
+ "jni-sys-macros",
+]
+
+[[package]]
+name = "jni-sys-macros"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38c0b942f458fe50cdac086d2f946512305e5631e720728f2a61aabcd47a6264"
+dependencies = [
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "jobserver"
 version = "0.1.34"
@@ -3877,7 +3772,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0529410abe238729a60b108898784df8984c87f6054c9c4fcacc47e4803c1ce1"
 dependencies = [
  "aws-lc-rs",
- "base64 0.22.1",
+ "base64",
  "getrandom 0.2.17",
  "js-sys",
  "pem",
@@ -3887,6 +3782,15 @@ dependencies = [
  "simple_asn1",
 ]
 
+[[package]]
+name = "kanaria"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c0f9d9652540055ac4fded998a73aca97d965899077ab1212587437da44196ff"
+dependencies = [
+ "bitflags 1.3.2",
+]
+
 [[package]]
 name = "kdam"
 version = "0.6.4"
@@ -3900,14 +3804,16 @@ dependencies = [
 
 [[package]]
 name = "lance"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "efe6c3ddd79cdfd2b7e1c23cafae52806906bc40fbd97de9e8cf2f8c7a75fc04"
+checksum = "3944aca86f4c78f4da04af1c2bf33e664a2826b7af72972ad200d6b9de59019f"
 dependencies = [
+ "arc-swap",
  "arrow",
  "arrow-arith",
  "arrow-array",
  "arrow-buffer",
+ "arrow-cast",
  "arrow-ipc",
  "arrow-ord",
  "arrow-row",
@@ -3916,9 +3822,11 @@ dependencies = [
  "async-recursion",
  "async-trait",
  "async_cell",
+ "bitpacking",
  "byteorder",
  "bytes",
  "chrono",
+ "crossbeam-queue",
  "crossbeam-skiplist",
  "dashmap",
  "datafusion",
@@ -3942,20 +3850,22 @@ dependencies = [
  "lance-linalg",
  "lance-namespace",
  "lance-table",
+ "lance-tokenizer",
  "log",
  "moka",
  "object_store",
  "permutation",
  "pin-project",
- "prost 0.14.3",
- "prost-types 0.14.3",
+ "prost",
+ "prost-build",
+ "prost-types",
  "rand 0.9.4",
- "roaring 0.11.3",
+ "rayon",
+ "roaring",
  "semver",
  "serde",
  "serde_json",
  "snafu 0.9.0",
- "tantivy 0.24.2",
  "tokio",
  "tokio-stream",
  "tokio-util",
@@ -3966,14 +3876,14 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d9f5d95bdda2a2b790f1fb8028b5b6dcf661abeb3133a8bca0f3d24b054af87"
+checksum = "253f4a0a70580c985b91e65e9ca6cad644825a4078de28d8efbacf3ffbd7ecdc"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
- "arrow-cast",
  "arrow-data",
+ "arrow-ipc",
  "arrow-ord",
  "arrow-schema",
  "arrow-select",
@@ -3988,9 +3898,9 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f827d6ab9f8f337a9509d5ad66a12f3314db8713868260521c344ef6135eb4e4"
+checksum = "80c4d12521b1945041dd515a56aa0854973138e7ac12111c92572e33e4ecb593"
 dependencies = [
  "arrayref",
  "paste",
@@ -3999,9 +3909,9 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f1e25df6a79bf72ee6bcde0851f19b1cd36c5848c1b7db83340882d3c9fdecb"
+checksum = "13f84020da5a484e2f07dd1796e09785ed7cd889857ebc4cb77e32ef214ee594"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4009,7 +3919,6 @@ dependencies = [
  "async-trait",
  "byteorder",
  "bytes",
- "chrono",
  "datafusion-common",
  "datafusion-sql",
  "deepsize",
@@ -4018,14 +3927,13 @@ dependencies = [
  "lance-arrow",
  "libc",
  "log",
- "mock_instant",
  "moka",
  "num_cpus",
  "object_store",
  "pin-project",
- "prost 0.14.3",
+ "prost",
  "rand 0.9.4",
- "roaring 0.11.3",
+ "roaring",
  "serde_json",
  "snafu 0.9.0",
  "tempfile",
@@ -4038,13 +3946,14 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93146de8ae720cb90edef81c2f2d0a1b065fc2f23ecff2419546f389b0fa70a4"
+checksum = "7460597a66534a75987993d4dac5bc330586d99c5b79ae73367dbcbd4e29e576"
 dependencies = [
  "arrow",
  "arrow-array",
  "arrow-buffer",
+ "arrow-cast",
  "arrow-ord",
  "arrow-schema",
  "arrow-select",
@@ -4061,18 +3970,17 @@ dependencies = [
  "lance-datagen",
  "log",
  "pin-project",
- "prost 0.14.3",
- "prost-build 0.14.3",
- "snafu 0.9.0",
+ "prost",
+ "prost-build",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "lance-datagen"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ccec8ce4d8e0a87a99c431dab2364398029f2ffb649c1a693c60c79e05ed30dd"
+checksum = "046f5506ed2271cd941a050de7bf535dd3aedc291aadec836a63fa56c5926e3b"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4083,16 +3991,16 @@ dependencies = [
  "half",
  "hex",
  "rand 0.9.4",
- "rand_distr 0.5.1",
+ "rand_distr",
  "rand_xoshiro",
  "random_word",
 ]
 
 [[package]]
 name = "lance-encoding"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c1aec0bbbac6bce829bc10f1ba066258126100596c375fb71908ecf11c2c2a5"
+checksum = "7af54edf43dcf9d6a56cc636eb35d457e68373c6448dca3f0891b3325b4a24e6"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4115,11 +4023,9 @@ dependencies = [
  "log",
  "lz4",
  "num-traits",
- "prost 0.14.3",
- "prost-build 0.14.3",
- "prost-types 0.14.3",
+ "prost",
+ "prost-build",
  "rand 0.9.4",
- "snafu 0.9.0",
  "strum 0.26.3",
  "tokio",
  "tracing",
@@ -4129,9 +4035,9 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "14a8c548804f5b17486dc2d3282356ed1957095a852780283bc401fdd69e9075"
+checksum = "0772ae2d6207995dc1eb28aff9507f78e90b3362b58f311da001e9dc25f3d736"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4153,20 +4059,20 @@ dependencies = [
  "log",
  "num-traits",
  "object_store",
- "prost 0.14.3",
- "prost-build 0.14.3",
- "prost-types 0.14.3",
- "snafu 0.9.0",
+ "prost",
+ "prost-build",
+ "prost-types",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "lance-index"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2da212f0090ea59f79ac3686660f596520c167fe1cb5f408900cf71d215f0e03"
+checksum = "e71fbfb51096a903cb524fe0da716f5f15fbc4a6b6f84cd6dec21abf319c5e84"
 dependencies = [
+ "arc-swap",
  "arrow",
  "arrow-arith",
  "arrow-array",
@@ -4185,13 +4091,13 @@ dependencies = [
  "datafusion-common",
  "datafusion-expr",
  "datafusion-physical-expr",
- "datafusion-sql",
  "deepsize",
  "dirs",
  "fst",
  "futures",
  "half",
  "itertools 0.13.0",
+ "jieba-rs",
  "jsonb",
  "lance-arrow",
  "lance-core",
@@ -4202,24 +4108,23 @@ dependencies = [
  "lance-io",
  "lance-linalg",
  "lance-table",
+ "lance-tokenizer",
  "libm",
  "log",
  "ndarray 0.16.1",
  "num-traits",
  "object_store",
- "prost 0.14.3",
- "prost-build 0.14.3",
- "prost-types 0.14.3",
+ "prost",
+ "prost-build",
+ "prost-types",
  "rand 0.9.4",
- "rand_distr 0.5.1",
+ "rand_distr",
  "rangemap",
  "rayon",
- "roaring 0.11.3",
+ "roaring",
  "serde",
  "serde_json",
  "smallvec",
- "snafu 0.9.0",
- "tantivy 0.24.2",
  "tempfile",
  "tokio",
  "tracing",
@@ -4229,9 +4134,9 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41d958eb4b56f03bbe0f5f85eb2b4e9657882812297b6f711f201ffc995f259f"
+checksum = "bab8c98ef1b870b20541d27f3ca4efdf7c9f5c25214233be07d231ba88900219"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4249,17 +4154,18 @@ dependencies = [
  "deepsize",
  "futures",
  "http",
+ "io-uring",
  "lance-arrow",
  "lance-core",
  "lance-namespace",
  "log",
+ "moka",
  "object_store",
  "path_abs",
  "pin-project",
- "prost 0.14.3",
+ "prost",
  "rand 0.9.4",
  "serde",
- "snafu 0.9.0",
  "tempfile",
  "tokio",
  "tracing",
@@ -4268,9 +4174,9 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0285b70da35def7ed95e150fae1d5308089554e1290470403ed3c50cb235bc5e"
+checksum = "6b4c51cad0ac780b02dc4da48528479e7693c03e8d05390510bbc69ca2a9a1f1"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4286,65 +4192,64 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f78e2a828b654e062a495462c6e3eb4fcf0e7e907d761b8f217fc09ccd3ceac"
+checksum = "014e8332ca0615506342e0d3af608639864b68396973be14239f09c9f21f1fc2"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
  "lance-core",
  "lance-namespace-reqwest-client",
- "serde",
  "snafu 0.9.0",
 ]
 
 [[package]]
 name = "lance-namespace-impls"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2392314f3da38f00d166295e44244208a65ccfc256e274fa8631849fc3f4d94"
+checksum = "e8d1231906a3cf92dd3dcda7d14a09c4835af6cd2bcd76dfd2481e87f20a282d"
 dependencies = [
  "arrow",
  "arrow-ipc",
  "arrow-schema",
  "async-trait",
  "bytes",
- "chrono",
  "futures",
  "lance",
  "lance-core",
  "lance-index",
  "lance-io",
+ "lance-linalg",
  "lance-namespace",
  "lance-table",
  "log",
  "object_store",
  "rand 0.9.4",
  "serde_json",
- "snafu 0.9.0",
  "tokio",
  "url",
 ]
 
 [[package]]
 name = "lance-namespace-reqwest-client"
-version = "0.6.1"
+version = "0.7.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee2e48de899e2931afb67fcddd0a08e439bf5d8b6ea2a2ed9cb8f4df669bd5cc"
+checksum = "6369eee4682fb11edf538388b43c61ce288b8302fe89bb40944d7daa7faaae99"
 dependencies = [
- "reqwest",
+ "reqwest 0.12.28",
  "serde",
  "serde_json",
  "serde_repr",
+ "serde_with",
  "url",
 ]
 
 [[package]]
 name = "lance-table"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3df9c4adca3eb2074b3850432a9fb34248a3d90c3d6427d158b13ff9355664ee"
+checksum = "b16f1355904aea4ebb04ffc70c58c97901e10bde44452b4b021de4a1f329250d"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4363,12 +4268,12 @@ dependencies = [
  "lance-io",
  "log",
  "object_store",
- "prost 0.14.3",
- "prost-build 0.14.3",
- "prost-types 0.14.3",
+ "prost",
+ "prost-build",
+ "prost-types",
  "rand 0.9.4",
  "rangemap",
- "roaring 0.11.3",
+ "roaring",
  "semver",
  "serde",
  "serde_json",
@@ -4381,9 +4286,9 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "4.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ed7119bdd6983718387b4ac44af873a165262ca94f181b104cd6f97912eb3bf"
+checksum = "3094c2aacbd1fa093d809fc54fa911e3498671ba451041341d7caaa18460e6b2"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -4392,11 +4297,24 @@ dependencies = [
  "rand 0.9.4",
 ]
 
+[[package]]
+name = "lance-tokenizer"
+version = "7.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b39b7f5ed9d0c0b716bf599b559d888267ed1dfe4c4e29d3648b51d2a28940cf"
+dependencies = [
+ "jieba-rs",
+ "lindera",
+ "rust-stemmers",
+ "serde",
+ "unicode-normalization",
+]
+
 [[package]]
 name = "lancedb"
-version = "0.27.2"
+version = "0.30.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce0f4d7f739dc30608fe8b202cbb40986c2937e1a5a189f98fb06d7b8543156a"
+checksum = "9db595d8da6c1fbf41ef6a547f27a73cc1105d83a837e8c76ce08743a3c09260"
 dependencies = [
  "ahash",
  "arrow",
@@ -4529,6 +4447,12 @@ dependencies = [
  "lexical-util",
 ]
 
+[[package]]
+name = "libbz2-rs-sys"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34b357333733e8260735ba5894eb928c02ecc69c78715f01a8019e7fa7f2db4c"
+
 [[package]]
 name = "libc"
 version = "0.2.185"
@@ -4551,10 +4475,58 @@ dependencies = [
 ]
 
 [[package]]
-name = "linux-raw-sys"
-version = "0.4.15"
+name = "lindera"
+version = "3.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "74cda79d7161e99b414e4d292ff673cc3f8d22f070d8be3b6185c033363a9216"
+dependencies = [
+ "anyhow",
+ "byteorder",
+ "csv",
+ "daachorse",
+ "kanaria",
+ "lindera-dictionary",
+ "log",
+ "once_cell",
+ "percent-encoding",
+ "regex",
+ "serde",
+ "serde_json",
+ "serde_yaml_ng",
+ "strum 0.28.0",
+ "strum_macros 0.28.0",
+ "unicode-blocks",
+ "unicode-normalization",
+ "unicode-segmentation",
+ "url",
+]
+
+[[package]]
+name = "lindera-dictionary"
+version = "3.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
+checksum = "e2385456ca9fe87c29072c5f156b52fdd5e28d5b5738ddfb3979501dbd736530"
+dependencies = [
+ "anyhow",
+ "byteorder",
+ "csv",
+ "daachorse",
+ "derive_builder",
+ "encoding_rs",
+ "encoding_rs_io",
+ "glob",
+ "log",
+ "memmap2",
+ "num_cpus",
+ "once_cell",
+ "regex",
+ "rkyv",
+ "serde",
+ "serde_json",
+ "strum 0.28.0",
+ "strum_macros 0.28.0",
+ "thiserror 2.0.18",
+]
 
 [[package]]
 name = "linux-raw-sys"
@@ -4568,12 +4540,6 @@ version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "92daf443525c4cce67b150400bc2316076100ce0b3686209eb8cf3c31612e6f0"
 
-[[package]]
-name = "litrs"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11d3d7f243d5c5a8b9bb5d6dd2b1602c0cb0b9db1621bafc7ed66e35ff9fe092"
-
 [[package]]
 name = "lmdb-master-sys"
 version = "0.2.6"
@@ -4616,11 +4582,11 @@ dependencies = [
 
 [[package]]
 name = "lru"
-version = "0.12.5"
+version = "0.16.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "234cf4f4a04dc1f57e24b96cc0cd600cf2af460d4161ac5ecdd0af8e1f3b2a38"
+checksum = "7f66e8d5d03f609abc3a39e6f08e4164ebf1447a732906d39eb9b99b7919ef39"
 dependencies = [
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
 ]
 
 [[package]]
@@ -4650,38 +4616,20 @@ dependencies = [
 
 [[package]]
 name = "lz4_flex"
-version = "0.11.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "373f5eceeeab7925e0c1098212f2fbc4d416adec9d35051a6ab251e824c1854a"
-
-[[package]]
-name = "lz4_flex"
-version = "0.12.1"
+version = "0.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "98c23545df7ecf1b16c303910a69b079e8e251d60f7dd2cc9b4177f2afaf1746"
+checksum = "7ef0d4ed8669f8f8826eb00dc878084aa8f253506c4fd5e8f58f5bce72ddb97e"
 dependencies = [
  "twox-hash",
 ]
 
 [[package]]
-name = "lzma-rs"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "297e814c836ae64db86b36cf2a557ba54368d03f6afcd7d947c266692f71115e"
-dependencies = [
- "byteorder",
- "crc",
-]
-
-[[package]]
-name = "lzma-sys"
-version = "0.1.20"
+name = "lzma-rust2"
+version = "0.16.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5fda04ab3764e6cde78b9974eec4f779acaba7c4e84b36eca3cf77c581b85d27"
+checksum = "ce716bf1a316f47a280fc76295f6495b5bea4752bca01c3b3885e101b1c23c02"
 dependencies = [
- "cc",
- "libc",
- "pkg-config",
+ "sha2 0.11.0",
 ]
 
 [[package]]
@@ -4708,12 +4656,6 @@ dependencies = [
  "regex-automata",
 ]
 
-[[package]]
-name = "matchit"
-version = "0.7.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e7465ac9959cc2b1404e8e2367b43684a6d13790fe23056cc8c6c5a6b7bcb94"
-
 [[package]]
 name = "matchit"
 version = "0.8.4"
@@ -4740,17 +4682,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d89e7ee0cfbedfc4da3340218492196241d89eefb6dab27de5df917a6d2e78cf"
 dependencies = [
  "cfg-if",
- "digest",
-]
-
-[[package]]
-name = "measure_time"
-version = "0.8.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbefd235b0aadd181626f281e1d684e116972988c14c264e42069d5e8a5775cc"
-dependencies = [
- "instant",
- "log",
+ "digest 0.10.7",
 ]
 
 [[package]]
@@ -4783,15 +4715,6 @@ version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "38d1115007560874e373613744c6fba374c17688327a71c1476d1a5954cc857b"
 
-[[package]]
-name = "memoffset"
-version = "0.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a"
-dependencies = [
- "autocfg",
-]
-
 [[package]]
 name = "mime"
 version = "0.3.17"
@@ -4856,12 +4779,6 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
-[[package]]
-name = "mock_instant"
-version = "0.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dce6dd36094cac388f119d2e9dc82dc730ef91c32a6222170d630e5414b956e6"
-
 [[package]]
 name = "moka"
 version = "0.12.15"
@@ -4905,6 +4822,26 @@ version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d87ecb2933e8aeadb3e3a02b828fed80a7528047e68b4f424523a0981a3a084"
 
+[[package]]
+name = "munge"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e17401f259eba956ca16491461b6e8f72913a0a114e39736ce404410f915a0c"
+dependencies = [
+ "munge_macro",
+]
+
+[[package]]
+name = "munge_macro"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4568f25ccbd45ab5d5603dc34318c1ec56b117531781260002151b8530a9f931"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "murmurhash32"
 version = "0.3.1"
@@ -4979,33 +4916,13 @@ dependencies = [
  "syn 2.0.117",
 ]
 
-[[package]]
-name = "nibble_vec"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77a5d83df9f36fe23f0c3648c6bbb8b0298bb5f1939c8f2704431371f4b84d43"
-dependencies = [
- "smallvec",
-]
-
-[[package]]
-name = "nix"
-version = "0.27.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2eb04e9c688eff1c89d72b407f168cf79bb9e867a9d3323ed6c01519eb9cc053"
-dependencies = [
- "bitflags",
- "cfg-if",
- "libc",
-]
-
 [[package]]
 name = "nix"
 version = "0.30.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "74523f3a35e05aba87a1d978330aef40f67b0304ac79c1c00b294c9830543db6"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
  "cfg-if",
  "cfg_aliases",
  "libc",
@@ -5146,9 +5063,9 @@ dependencies = [
 
 [[package]]
 name = "numpy"
-version = "0.27.1"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7aac2e6a6e4468ffa092ad43c39b81c79196c2bb773b8db4085f695efe3bba17"
+checksum = "778da78c64ddc928ebf5ad9df5edf0789410ff3bdbf3619aed51cd789a6af1e2"
 dependencies = [
  "half",
  "libc",
@@ -5158,19 +5075,21 @@ dependencies = [
  "num-traits",
  "pyo3",
  "pyo3-build-config",
- "rustc-hash 2.1.2",
+ "rustc-hash",
 ]
 
 [[package]]
 name = "object_store"
-version = "0.12.5"
+version = "0.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fbfbfff40aeccab00ec8a910b57ca8ecf4319b335c542f2edcd19dd25a1e2a00"
+checksum = "622acbc9100d3c10e2ee15804b0caa40e55c933d5aa53814cd520805b7958a49"
 dependencies = [
  "async-trait",
  "bytes",
  "chrono",
- "futures",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
  "http",
  "humantime",
  "itertools 0.14.0",
@@ -5223,81 +5142,79 @@ checksum = "7c87def4c32ab89d880effc9e097653c8da5d6ef28e6b539d313baaacfbafcbe"
 
 [[package]]
 name = "opentelemetry"
-version = "0.27.1"
+version = "0.32.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab70038c28ed37b97d8ed414b6429d343a8bbf44c9f79ec854f3a643029ba6d7"
+checksum = "b0142c63252a9e054e68a4c61a5778f7b14f576274d593f8ce883d191a099682"
 dependencies = [
  "futures-core",
  "futures-sink",
  "js-sys",
  "pin-project-lite",
- "thiserror 1.0.69",
+ "thiserror 2.0.18",
  "tracing",
 ]
 
 [[package]]
-name = "opentelemetry-otlp"
-version = "0.27.0"
+name = "opentelemetry-http"
+version = "0.32.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91cf61a1868dacc576bf2b2a1c3e9ab150af7272909e80085c3173384fe11f76"
+checksum = "5683015d09e2df236ef005b17f6f196f0d5f6313c4fa43a7b6a53b52776e4331"
 dependencies = [
  "async-trait",
- "futures-core",
+ "bytes",
+ "http",
+ "opentelemetry",
+ "reqwest 0.13.4",
+]
+
+[[package]]
+name = "opentelemetry-otlp"
+version = "0.32.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9966929966d17620d7c316c643ba62631826e10021409357772d5eea84f62c35"
+dependencies = [
  "http",
  "opentelemetry",
+ "opentelemetry-http",
  "opentelemetry-proto",
  "opentelemetry_sdk",
- "prost 0.13.5",
- "thiserror 1.0.69",
+ "prost",
+ "reqwest 0.13.4",
+ "thiserror 2.0.18",
  "tokio",
  "tonic",
- "tracing",
+ "tonic-types",
 ]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "0.27.0"
+version = "0.32.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a6e05acbfada5ec79023c85368af14abd0b307c015e9064d249b2a950ef459a6"
+checksum = "56d658ba1faf63f7b9c492cfbe6e0ec365440a16132d3270c1065f7b33f1b638"
 dependencies = [
  "opentelemetry",
  "opentelemetry_sdk",
- "prost 0.13.5",
+ "prost",
  "tonic",
+ "tonic-prost",
 ]
 
 [[package]]
 name = "opentelemetry_sdk"
-version = "0.27.1"
+version = "0.32.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "231e9d6ceef9b0b2546ddf52335785ce41252bc7474ee8ba05bfad277be13ab8"
+checksum = "9b59f80e1ac4d5ff7a2db8fb6c80badb7f0f3f858211fba08dd9aaec750894f9"
 dependencies = [
- "async-trait",
  "futures-channel",
  "futures-executor",
  "futures-util",
- "glob",
  "opentelemetry",
  "percent-encoding",
- "rand 0.8.5",
- "serde_json",
- "thiserror 1.0.69",
+ "portable-atomic",
+ "rand 0.9.4",
+ "thiserror 2.0.18",
  "tokio",
  "tokio-stream",
- "tracing",
-]
-
-[[package]]
-name = "optd-core"
-version = "0.18.0"
-dependencies = [
- "anyhow",
- "bitvec",
- "itertools 0.14.0",
- "pretty-xmlish",
- "snafu 0.8.9",
- "tokio",
- "tracing",
 ]
 
 [[package]]
@@ -5315,15 +5232,6 @@ dependencies = [
  "num-traits",
 ]
 
-[[package]]
-name = "ordered-float"
-version = "4.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7bb71e1b3fa6ca1c61f383464aaf2bb0e2f8e772a1f01d486832464de363b951"
-dependencies = [
- "num-traits",
-]
-
 [[package]]
 name = "ordered-float"
 version = "5.3.0"
@@ -5367,15 +5275,6 @@ dependencies = [
  "syn 2.0.117",
 ]
 
-[[package]]
-name = "ownedbytes"
-version = "0.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3a059efb063b8f425b948e042e6b9bd85edfe60e913630ed727b23e2dfcc558"
-dependencies = [
- "stable_deref_trait",
-]
-
 [[package]]
 name = "ownedbytes"
 version = "0.9.0"
@@ -5426,26 +5325,25 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "57.3.0"
+version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6ee96b29972a257b855ff2341b37e61af5f12d6af1158b6dcdb5b31ea07bb3cb"
+checksum = "5dafa7d01085b62a47dd0c1829550a0a36710ea9c4fe358a05a85477cec8a908"
 dependencies = [
  "ahash",
  "arrow-array",
  "arrow-buffer",
- "arrow-cast",
  "arrow-data",
  "arrow-ipc",
  "arrow-schema",
  "arrow-select",
- "base64 0.22.1",
+ "base64",
  "brotli",
  "bytes",
  "chrono",
  "flate2",
  "half",
- "hashbrown 0.16.1",
- "lz4_flex 0.12.1",
+ "hashbrown 0.17.1",
+ "lz4_flex",
  "num-bigint",
  "num-integer",
  "num-traits",
@@ -5493,11 +5391,11 @@ checksum = "df94ce210e5bc13cb6651479fa48d14f601d9858cfe0467f43ae157023b938d3"
 
 [[package]]
 name = "pbkdf2"
-version = "0.12.2"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f8ed6a7761f76e3b9f92dfb0a60a6a6477c61024b775147ff0973a02653abaf2"
+checksum = "112d82ceb8c5bf524d9af484d4e4970c9fd5a0cc15ba14ad93dccd28873b0629"
 dependencies = [
- "digest",
+ "digest 0.11.3",
  "hmac",
 ]
 
@@ -5507,7 +5405,7 @@ version = "3.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d30c53c26bc5b31a98cd02d20f25a7c8567146caf63ed593a9d87b2775291be"
 dependencies = [
- "base64 0.22.1",
+ "base64",
  "serde_core",
 ]
 
@@ -5563,17 +5461,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "89815c69d36021a140146f26659a81d6c2afa33d216d736dd4be5381a7362220"
 dependencies = [
  "pest",
- "sha2",
-]
-
-[[package]]
-name = "petgraph"
-version = "0.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3672b37090dbd86368a4145bc067582552b29c27377cad4e0a306c97f9bd7772"
-dependencies = [
- "fixedbitset",
- "indexmap 2.14.0",
+ "sha2 0.10.9",
 ]
 
 [[package]]
@@ -5607,16 +5495,36 @@ dependencies = [
  "phf_shared 0.12.1",
 ]
 
+[[package]]
+name = "phf"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c1562dc717473dbaa4c1f85a36410e03c047b2e7df7f45ee938fbef64ae7fadf"
+dependencies = [
+ "phf_shared 0.13.1",
+ "serde",
+]
+
 [[package]]
 name = "phf_codegen"
 version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "aef8048c789fa5e851558d709946d6d79a8ff88c0440c587967f8e94bfb1216a"
 dependencies = [
- "phf_generator",
+ "phf_generator 0.11.3",
  "phf_shared 0.11.3",
 ]
 
+[[package]]
+name = "phf_codegen"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49aa7f9d80421bca176ca8dbfebe668cc7a2684708594ec9f3c0db0805d5d6e1"
+dependencies = [
+ "phf_generator 0.13.1",
+ "phf_shared 0.13.1",
+]
+
 [[package]]
 name = "phf_generator"
 version = "0.11.3"
@@ -5627,13 +5535,23 @@ dependencies = [
  "rand 0.8.5",
 ]
 
+[[package]]
+name = "phf_generator"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "135ace3a761e564ec88c03a77317a7c6b80bb7f7135ef2544dbe054243b89737"
+dependencies = [
+ "fastrand",
+ "phf_shared 0.13.1",
+]
+
 [[package]]
 name = "phf_macros"
 version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f84ac04429c13a7ff43785d75ad27569f2951ce0ffd30a3321230db2fc727216"
 dependencies = [
- "phf_generator",
+ "phf_generator 0.11.3",
  "phf_shared 0.11.3",
  "proc-macro2",
  "quote",
@@ -5658,6 +5576,15 @@ dependencies = [
  "siphasher",
 ]
 
+[[package]]
+name = "phf_shared"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e57fef6bc5981e38c2ce2d63bfa546861309f875b8a75f092d1d54ae2d64f266"
+dependencies = [
+ "siphasher",
+]
+
 [[package]]
 name = "pin-project"
 version = "1.1.11"
@@ -5725,7 +5652,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9f977080932c87287147dca052951c3e2696f8759863f6b4e4c0c9ffe7a4cc8b"
 dependencies = [
  "async-compression",
- "base64 0.22.1",
+ "base64",
  "bytes",
  "futures-util",
  "headers",
@@ -5737,7 +5664,7 @@ dependencies = [
  "hyper-util",
  "mime",
  "mime_guess",
- "nix 0.30.1",
+ "nix",
  "parking_lot",
  "percent-encoding",
  "pin-project-lite",
@@ -5780,7 +5707,7 @@ dependencies = [
  "concurrent-queue",
  "hermit-abi",
  "pin-project-lite",
- "rustix 1.1.4",
+ "rustix",
  "windows-sys 0.61.2",
 ]
 
@@ -5814,6 +5741,12 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
 
+[[package]]
+name = "ppmd-rust"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "efca4c95a19a79d1c98f791f10aebd5c1363b473244630bb7dbde1dc98455a24"
+
 [[package]]
 name = "ppv-lite86"
 version = "0.2.21"
@@ -5823,12 +5756,6 @@ dependencies = [
  "zerocopy",
 ]
 
-[[package]]
-name = "pretty-xmlish"
-version = "0.1.13"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96b8aab53732b7a9c5c39bb0e130f85671b48b188ef258c3b9f7f5da1877382a"
-
 [[package]]
 name = "pretty_assertions"
 version = "1.4.1"
@@ -5855,7 +5782,7 @@ version = "3.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e67ba7e9b2b56446f1d419b1d807906278ffa1a658a8a5d8a39dcb1f5a78614f"
 dependencies = [
- "toml_edit 0.25.11+spec-1.1.0",
+ "toml_edit",
 ]
 
 [[package]]
@@ -5888,7 +5815,7 @@ checksum = "4b45fcc2344c680f5025fe57779faef368840d0bd1f42f216291f0dc4ace4744"
 dependencies = [
  "bit-set",
  "bit-vec",
- "bitflags",
+ "bitflags 2.11.1",
  "num-traits",
  "rand 0.9.4",
  "rand_chacha 0.9.0",
@@ -5901,25 +5828,15 @@ dependencies = [
 
 [[package]]
 name = "proptest-derive"
-version = "0.6.0"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "095a99f75c69734802359b682be8daaf8980296731f6470434ea2c652af1dd30"
+checksum = "c57924a81864dddafba92e1bf92f9bf82f97096c44489548a60e888e1547549b"
 dependencies = [
  "proc-macro2",
  "quote",
  "syn 2.0.117",
 ]
 
-[[package]]
-name = "prost"
-version = "0.13.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
-dependencies = [
- "bytes",
- "prost-derive 0.13.5",
-]
-
 [[package]]
 name = "prost"
 version = "0.14.3"
@@ -5927,27 +5844,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d2ea70524a2f82d518bce41317d0fae74151505651af45faf1ffbd6fd33f0568"
 dependencies = [
  "bytes",
- "prost-derive 0.14.3",
-]
-
-[[package]]
-name = "prost-build"
-version = "0.13.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be769465445e8c1474e9c5dac2018218498557af32d9ed057325ec9a41ae81bf"
-dependencies = [
- "heck 0.5.0",
- "itertools 0.14.0",
- "log",
- "multimap",
- "once_cell",
- "petgraph 0.7.1",
- "prettyplease",
- "prost 0.13.5",
- "prost-types 0.13.5",
- "regex",
- "syn 2.0.117",
- "tempfile",
+ "prost-derive",
 ]
 
 [[package]]
@@ -5960,10 +5857,10 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "multimap",
- "petgraph 0.8.3",
+ "petgraph",
  "prettyplease",
- "prost 0.14.3",
- "prost-types 0.14.3",
+ "prost",
+ "prost-types",
  "regex",
  "syn 2.0.117",
  "tempfile",
@@ -5971,9 +5868,9 @@ dependencies = [
 
 [[package]]
 name = "prost-derive"
-version = "0.13.5"
+version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
+checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
 dependencies = [
  "anyhow",
  "itertools 0.14.0",
@@ -5983,62 +5880,57 @@ dependencies = [
 ]
 
 [[package]]
-name = "prost-derive"
+name = "prost-types"
 version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
+checksum = "8991c4cbdb8bc5b11f0b074ffe286c30e523de90fee5ba8132f1399f23cb3dd7"
 dependencies = [
- "anyhow",
- "itertools 0.14.0",
- "proc-macro2",
- "quote",
- "syn 2.0.117",
+ "prost",
 ]
 
 [[package]]
-name = "prost-types"
-version = "0.13.5"
+name = "ptr_meta"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52c2c1bf36ddb1a1c396b3601a3cec27c2462e45f07c386894ec3ccf5332bd16"
+checksum = "0b9a0cf95a1196af61d4f1cbdab967179516d9a4a4312af1f31948f8f6224a79"
 dependencies = [
- "prost 0.13.5",
+ "ptr_meta_derive",
 ]
 
 [[package]]
-name = "prost-types"
-version = "0.14.3"
+name = "ptr_meta_derive"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8991c4cbdb8bc5b11f0b074ffe286c30e523de90fee5ba8132f1399f23cb3dd7"
+checksum = "7347867d0a7e1208d93b46767be83e2b8f978c3dad35f775ac8d8847551d6fe1"
 dependencies = [
- "prost 0.14.3",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "pyo3"
-version = "0.27.2"
+version = "0.28.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab53c047fcd1a1d2a8820fe84f05d6be69e9526be40cb03b73f86b6b03e6d87d"
+checksum = "91fd8e38a3b50ed1167fb981cd6fd60147e091784c427b8f7183a7ee32c31c12"
 dependencies = [
  "chrono",
  "chrono-tz 0.10.4",
  "indexmap 2.14.0",
- "indoc",
  "inventory",
  "libc",
- "memoffset",
  "once_cell",
  "portable-atomic",
  "pyo3-build-config",
  "pyo3-ffi",
  "pyo3-macros",
- "unindent",
 ]
 
 [[package]]
 name = "pyo3-arrow"
-version = "0.15.0"
+version = "0.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36b9f03cb749b0326951ebb30e39eda2f32b0b9205dce67e947e65779b8faffc"
+checksum = "0360400036dda3db3d69102ef7e9646e4cd946c75a2d1d41fb8fd39879312636"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -6057,18 +5949,18 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.27.2"
+version = "0.28.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b455933107de8642b4487ed26d912c2d899dec6114884214a0b3bb3be9261ea6"
+checksum = "e368e7ddfdeb98c9bca7f8383be1648fd84ab466bf2bc015e94008db6d35611e"
 dependencies = [
  "target-lexicon",
 ]
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.27.2"
+version = "0.28.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c85c9cbfaddf651b1221594209aed57e9e5cff63c4d11d1feead529b872a089"
+checksum = "7f29e10af80b1f7ccaf7f69eace800a03ecd13e883acfacc1e5d0988605f651e"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -6076,9 +5968,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.27.2"
+version = "0.28.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0a5b10c9bf9888125d917fb4d2ca2d25c8df94c7ab5a52e13313a07e050a3b02"
+checksum = "df6e520eff47c45997d2fc7dd8214b25dd1310918bbb2642156ef66a67f29813"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
@@ -6088,9 +5980,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.27.2"
+version = "0.28.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03b51720d314836e53327f5871d4c0cfb4fb37cc2c4a11cc71907a86342c40f9"
+checksum = "c4cdc218d835738f81c2338f822078af45b4afdf8b2e33cbb5916f108b813acb"
 dependencies = [
  "heck 0.5.0",
  "proc-macro2",
@@ -6101,9 +5993,9 @@ dependencies = [
 
 [[package]]
 name = "pythonize"
-version = "0.27.0"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a3a8f29db331e28c332c63496cfcbb822aca3d7320bc08b655d7fd0c29c50ede"
+checksum = "0b79f670c9626c8b651c0581011b57b6ba6970bb69faf01a7c4c0cfc81c43f95"
 dependencies = [
  "pyo3",
  "serde",
@@ -6121,6 +6013,18 @@ version = "1.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a1d01941d82fa2ab50be1e79e6714289dd7cde78eba4c074bc5a4374f650dfe0"
 
+[[package]]
+name = "quick_cache"
+version = "0.6.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3a3db184a8b66cfe87f0263a1de147a6b554c864d1767c6f7fa4eb0e5497b565"
+dependencies = [
+ "ahash",
+ "equivalent",
+ "hashbrown 0.16.1",
+ "parking_lot",
+]
+
 [[package]]
 name = "quinn"
 version = "0.11.9"
@@ -6132,9 +6036,9 @@ dependencies = [
  "pin-project-lite",
  "quinn-proto",
  "quinn-udp",
- "rustc-hash 2.1.2",
+ "rustc-hash",
  "rustls",
- "socket2 0.6.3",
+ "socket2",
  "thiserror 2.0.18",
  "tokio",
  "tracing",
@@ -6147,12 +6051,13 @@ version = "0.11.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "434b42fec591c96ef50e21e886936e66d3cc3f737104fdb9b737c40ffb94c098"
 dependencies = [
+ "aws-lc-rs",
  "bytes",
  "getrandom 0.3.4",
  "lru-slab",
  "rand 0.9.4",
  "ring",
- "rustc-hash 2.1.2",
+ "rustc-hash",
  "rustls",
  "rustls-pki-types",
  "slab",
@@ -6171,7 +6076,7 @@ dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
- "socket2 0.6.3",
+ "socket2",
  "tracing",
  "windows-sys 0.60.2",
 ]
@@ -6204,13 +6109,12 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dc33ff2d4973d518d823d61aa239014831e521c75da58e3df4840d3f47749d09"
 
 [[package]]
-name = "radix_trie"
-version = "0.2.1"
+name = "rancor"
+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c069c179fcdc6a2fe24d8d18305cf085fdbd4f922c041943e203685d6a1c58fd"
+checksum = "a063ea72381527c2a0561da9c80000ef822bdd7c3241b1cc1b12100e3df081ee"
 dependencies = [
- "endian-type",
- "nibble_vec",
+ "ptr_meta",
 ]
 
 [[package]]
@@ -6234,6 +6138,17 @@ dependencies = [
  "rand_core 0.9.5",
 ]
 
+[[package]]
+name = "rand"
+version = "0.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2e8e8bcc7961af1fdac401278c6a831614941f6164ee3bf4ce61b7edb162207"
+dependencies = [
+ "chacha20",
+ "getrandom 0.4.2",
+ "rand_core 0.10.1",
+]
+
 [[package]]
 name = "rand_chacha"
 version = "0.3.1"
@@ -6273,14 +6188,10 @@ dependencies = [
 ]
 
 [[package]]
-name = "rand_distr"
-version = "0.4.3"
+name = "rand_core"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
-dependencies = [
- "num-traits",
- "rand 0.8.5",
-]
+checksum = "63b8176103e19a2643978565ca18b50549f6101881c443590420e4dc998a3c69"
 
 [[package]]
 name = "rand_distr"
@@ -6342,11 +6253,10 @@ dependencies = [
  "arrow-select",
  "async-openai",
  "async-trait",
- "axum 0.8.9",
+ "axum",
  "bigdecimal",
- "bincode 2.0.1",
  "bytemuck",
- "bzip2 0.4.4",
+ "bzip2",
  "chrono",
  "crossbeam-channel",
  "csv",
@@ -6363,15 +6273,14 @@ dependencies = [
  "flate2",
  "futures-util",
  "glam",
- "hashbrown 0.14.5",
+ "hashbrown 0.17.1",
  "heed",
  "indexmap 2.14.0",
  "indoc",
  "iter-enum",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "kdam",
  "lancedb",
- "memmap2",
  "minijinja",
  "minijinja-contrib",
  "moka",
@@ -6381,38 +6290,33 @@ dependencies = [
  "num-traits",
  "numpy",
  "once_cell",
- "ordered-float 4.6.0",
+ "ordered-float 5.3.0",
  "ouroboros",
  "parking_lot",
  "parquet",
- "pretty_assertions",
  "proptest",
- "proptest-derive",
- "prost 0.13.5",
- "prost-build 0.13.5",
- "prost-types 0.13.5",
  "pyo3",
  "pyo3-arrow",
  "pythonize",
  "quad-rand",
+ "quick_cache",
  "rand 0.9.4",
- "rand_distr 0.5.1",
- "raphtory",
+ "rand_distr",
  "raphtory-api",
  "raphtory-core",
  "raphtory-itertools",
  "raphtory-storage",
  "rayon",
  "regex",
- "reqwest",
- "roaring 0.10.12",
- "rustc-hash 2.1.2",
+ "reqwest 0.13.4",
+ "roaring",
+ "rustc-hash",
  "serde",
  "serde_arrow",
  "serde_json",
  "streaming-stats",
  "strsim",
- "tantivy 0.22.1",
+ "tantivy",
  "tempfile",
  "thiserror 2.0.18",
  "tikv-jemallocator",
@@ -6438,7 +6342,7 @@ dependencies = [
  "display-error-chain",
  "indexmap 2.14.0",
  "iter-enum",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "lock_api",
  "minijinja",
  "num-traits",
@@ -6449,7 +6353,7 @@ dependencies = [
  "pyo3-arrow",
  "rand 0.9.4",
  "rayon",
- "rustc-hash 2.1.2",
+ "rustc-hash",
  "serde",
  "serde_arrow",
  "serde_json",
@@ -6482,7 +6386,7 @@ dependencies = [
  "fake",
  "once_cell",
  "rand 0.9.4",
- "rand_distr 0.5.1",
+ "rand_distr",
  "raphtory",
  "raphtory-api",
  "rayon",
@@ -6504,19 +6408,15 @@ dependencies = [
  "chrono",
  "dashmap",
  "either",
- "hashbrown 0.14.5",
  "iter-enum",
- "itertools 0.13.0",
- "lock_api",
- "once_cell",
+ "itertools 0.14.0",
  "ouroboros",
  "parking_lot",
  "proptest",
  "pyo3",
  "raphtory-api",
- "rayon",
  "regex",
- "rustc-hash 2.1.2",
+ "rustc-hash",
  "serde",
  "thiserror 2.0.18",
 ]
@@ -6526,11 +6426,9 @@ name = "raphtory-graphql"
 version = "0.18.0"
 dependencies = [
  "ahash",
- "arrow-array",
  "async-graphql",
  "async-graphql-poem",
- "base64 0.22.1",
- "base64-compat",
+ "base64",
  "bigdecimal",
  "chrono",
  "clap",
@@ -6538,31 +6436,30 @@ dependencies = [
  "crossbeam-channel",
  "dynamic-graphql",
  "futures-util",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "jsonwebtoken",
  "minijinja",
- "moka",
  "once_cell",
  "opentelemetry",
  "opentelemetry-otlp",
  "opentelemetry_sdk",
- "ordered-float 4.6.0",
  "parking_lot",
  "poem",
  "pretty_assertions",
  "pyo3",
+ "quick_cache",
  "raphtory",
  "raphtory-api",
  "raphtory-storage",
  "rayon",
- "reqwest",
+ "reqwest 0.13.4",
  "rust-embed",
- "rustc-hash 2.1.2",
+ "rustc-hash",
  "serde",
  "serde_json",
  "spki",
- "strum 0.27.2",
- "strum_macros 0.27.2",
+ "strum 0.28.0",
+ "strum_macros 0.28.0",
  "tempfile",
  "thiserror 2.0.18",
  "tokio",
@@ -6579,7 +6476,7 @@ name = "raphtory-itertools"
 version = "0.18.0"
 dependencies = [
  "criterion",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "proptest",
  "rand 0.9.4",
 ]
@@ -6588,7 +6485,6 @@ dependencies = [
 name = "raphtory-pymodule"
 version = "0.18.0"
 dependencies = [
- "clam-core",
  "pyo3",
  "pyo3-build-config",
  "raphtory",
@@ -6610,24 +6506,42 @@ dependencies = [
 name = "raphtory-storage"
 version = "0.18.0"
 dependencies = [
- "arrow-array",
- "arrow-schema",
- "bigdecimal",
  "db4-graph",
  "db4-storage",
  "either",
  "iter-enum",
- "itertools 0.13.0",
- "num-traits",
+ "itertools 0.14.0",
  "parking_lot",
- "proptest",
  "raphtory-api",
  "raphtory-api-macros",
  "raphtory-core",
  "rayon",
+ "thiserror 2.0.18",
+]
+
+[[package]]
+name = "raphtory-tests"
+version = "0.18.0"
+dependencies = [
+ "ahash",
+ "arrow",
+ "bigdecimal",
+ "chrono",
+ "db4-storage",
+ "itertools 0.14.0",
+ "parquet",
+ "proptest",
+ "proptest-derive",
+ "rand 0.9.4",
+ "raphtory",
+ "raphtory-api",
+ "raphtory-storage",
+ "rayon",
  "serde",
+ "serde_json",
  "tempfile",
- "thiserror 2.0.18",
+ "tracing",
+ "zip",
 ]
 
 [[package]]
@@ -6684,7 +6598,7 @@ version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
 ]
 
 [[package]]
@@ -6747,16 +6661,24 @@ version = "0.8.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dc897dd8d9e8bd1ed8cdad82b5966c3e0ecae09fb1907d58efaa013543185d0a"
 
+[[package]]
+name = "rend"
+version = "0.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cadadef317c2f20755a64d7fdc48f9e7178ee6b0e1f7fce33fa60f1d68a276e6"
+dependencies = [
+ "bytecheck",
+]
+
 [[package]]
 name = "reqwest"
 version = "0.12.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "eddd3ca559203180a307f12d114c268abf583f59b03cb906fd0b3ff8646c1147"
 dependencies = [
- "base64 0.22.1",
+ "base64",
  "bytes",
  "encoding_rs",
- "futures-channel",
  "futures-core",
  "futures-util",
  "h2",
@@ -6783,7 +6705,7 @@ dependencies = [
  "tokio",
  "tokio-rustls",
  "tokio-util",
- "tower 0.5.3",
+ "tower",
  "tower-http",
  "tower-service",
  "url",
@@ -6791,7 +6713,46 @@ dependencies = [
  "wasm-bindgen-futures",
  "wasm-streams",
  "web-sys",
- "webpki-roots 1.0.6",
+]
+
+[[package]]
+name = "reqwest"
+version = "0.13.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "219c5811de6525e5416c7d5d53bb656d3afdbc6c5af816e0802bcfa42dbdc1c3"
+dependencies = [
+ "base64",
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "http",
+ "http-body",
+ "http-body-util",
+ "hyper",
+ "hyper-rustls",
+ "hyper-util",
+ "js-sys",
+ "log",
+ "mime_guess",
+ "percent-encoding",
+ "pin-project-lite",
+ "quinn",
+ "rustls",
+ "rustls-pki-types",
+ "rustls-platform-verifier",
+ "serde",
+ "serde_json",
+ "sync_wrapper",
+ "tokio",
+ "tokio-rustls",
+ "tower",
+ "tower-http",
+ "tower-service",
+ "url",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
 ]
 
 [[package]]
@@ -6806,7 +6767,7 @@ dependencies = [
  "mime",
  "nom 7.1.3",
  "pin-project-lite",
- "reqwest",
+ "reqwest 0.12.28",
  "thiserror 1.0.69",
 ]
 
@@ -6840,20 +6801,40 @@ dependencies = [
 ]
 
 [[package]]
-name = "roaring"
-version = "0.10.12"
+name = "rkyv"
+version = "0.8.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19e8d2cfa184d94d0726d650a9f4a1be7f9b76ac9fdb954219878dc00c1c1e7b"
+checksum = "73389e0c99e664f919275ab5b5b0471391fe9a8de61e1dff9b1eaf56a90f16e3"
 dependencies = [
- "bytemuck",
- "byteorder",
+ "bytecheck",
+ "bytes",
+ "hashbrown 0.17.1",
+ "indexmap 2.14.0",
+ "munge",
+ "ptr_meta",
+ "rancor",
+ "rend",
+ "rkyv_derive",
+ "tinyvec",
+ "uuid",
+]
+
+[[package]]
+name = "rkyv_derive"
+version = "0.8.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5d2ed0b54125315fb36bd021e82d314d1c126548f871634b483f46b31d13cac6"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "roaring"
-version = "0.11.3"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ba9ce64a8f45d7fc86358410bb1a82e8c987504c0d4900e9141d69a9f26c885"
+checksum = "1dedc5658c6ecb3bdb5ef5f3295bb9253f42dcf3fd1402c03f6b1f7659c3c4a9"
 dependencies = [
  "bytemuck",
  "byteorder",
@@ -6861,14 +6842,16 @@ dependencies = [
 
 [[package]]
 name = "ron"
-version = "0.8.1"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b91f7eff05f748767f183df4320a63d6936e9c6107d97c9e6bdd9784f4289c94"
+checksum = "4147b952f3f819eca0e99527022f7d6a8d05f111aeb0a62960c74eb283bec8fc"
 dependencies = [
- "base64 0.21.7",
- "bitflags",
+ "bitflags 2.11.1",
+ "once_cell",
  "serde",
  "serde_derive",
+ "typeid",
+ "unicode-ident",
 ]
 
 [[package]]
@@ -6902,7 +6885,7 @@ version = "8.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5bcdef0be6fe7f6fa333b1073c949729274b05f123a0ad7efcb8efd878e5c3b1"
 dependencies = [
- "sha2",
+ "sha2 0.10.9",
  "walkdir",
 ]
 
@@ -6911,7 +6894,7 @@ name = "rust-examples"
 version = "0.18.0"
 dependencies = [
  "chrono",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "raphtory",
  "regex",
  "serde",
@@ -6920,9 +6903,9 @@ dependencies = [
 
 [[package]]
 name = "rust-ini"
-version = "0.20.0"
+version = "0.21.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e0698206bcb8882bf2a9ecb4c1e7785db57ff052297085a6efd4fe42302068a"
+checksum = "796e8d2b6696392a43bea58116b667fb4c29727dc5abd27d6acf338bb4f688c7"
 dependencies = [
  "cfg-if",
  "ordered-multimap",
@@ -6938,12 +6921,6 @@ dependencies = [
  "serde_derive",
 ]
 
-[[package]]
-name = "rustc-hash"
-version = "1.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
-
 [[package]]
 name = "rustc-hash"
 version = "2.1.2"
@@ -6959,29 +6936,16 @@ dependencies = [
  "semver",
 ]
 
-[[package]]
-name = "rustix"
-version = "0.38.44"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
-dependencies = [
- "bitflags",
- "errno",
- "libc",
- "linux-raw-sys 0.4.15",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "rustix"
 version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6fe4565b9518b83ef4f91bb47ce29620ca828bd32cb7e408f0062e9930ba190"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
  "errno",
  "libc",
- "linux-raw-sys 0.12.1",
+ "linux-raw-sys",
  "windows-sys 0.61.2",
 ]
 
@@ -6991,6 +6955,7 @@ version = "0.23.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "69f9466fb2c14ea04357e91413efb882e2a6d4a406e625449bc0a5d360d53a21"
 dependencies = [
+ "aws-lc-rs",
  "once_cell",
  "ring",
  "rustls-pki-types",
@@ -7043,12 +7008,40 @@ dependencies = [
  "zeroize",
 ]
 
+[[package]]
+name = "rustls-platform-verifier"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26d1e2536ce4f35f4846aa13bff16bd0ff40157cdb14cc056c7b14ba41233ba0"
+dependencies = [
+ "core-foundation 0.10.1",
+ "core-foundation-sys",
+ "jni",
+ "log",
+ "once_cell",
+ "rustls",
+ "rustls-native-certs 0.8.3",
+ "rustls-platform-verifier-android",
+ "rustls-webpki",
+ "security-framework 3.7.0",
+ "security-framework-sys",
+ "webpki-root-certs",
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "rustls-platform-verifier-android"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f87165f0995f63a9fbeea62b64d10b4d9d8e78ec6d7d51fb2125fda7bb36788f"
+
 [[package]]
 name = "rustls-webpki"
 version = "0.103.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8279bb85272c9f10811ae6a6c547ff594d6a7f3c6c6b02ee9726d1d0dcfcdd06"
 dependencies = [
+ "aws-lc-rs",
  "ring",
  "rustls-pki-types",
  "untrusted 0.9.0",
@@ -7072,28 +7065,6 @@ dependencies = [
  "wait-timeout",
 ]
 
-[[package]]
-name = "rustyline"
-version = "13.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "02a2d683a4ac90aeef5b1013933f6d977bd37d51ff3f4dad829d4931a7e6be86"
-dependencies = [
- "bitflags",
- "cfg-if",
- "clipboard-win",
- "fd-lock",
- "home",
- "libc",
- "log",
- "memchr",
- "nix 0.27.1",
- "radix_trie",
- "unicode-segmentation",
- "unicode-width 0.1.14",
- "utf8parse",
- "winapi",
-]
-
 [[package]]
 name = "ryu"
 version = "1.0.23"
@@ -7170,7 +7141,7 @@ version = "2.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
  "core-foundation 0.9.4",
  "core-foundation-sys",
  "libc",
@@ -7183,7 +7154,7 @@ version = "3.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b7f4bc775c73d9a02cde8bf7b2ec4c9d12743edf609006c7facc23998404cd1d"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
  "core-foundation 0.10.1",
  "core-foundation-sys",
  "libc",
@@ -7222,11 +7193,23 @@ dependencies = [
  "serde_derive",
 ]
 
+[[package]]
+name = "serde-untagged"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f9faf48a4a2d2693be24c6289dbe26552776eb7737074e6722891fadbe6c5058"
+dependencies = [
+ "erased-serde",
+ "serde",
+ "serde_core",
+ "typeid",
+]
+
 [[package]]
 name = "serde_arrow"
-version = "0.13.7"
+version = "0.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "038967a6dda16f5c6ca5b6e1afec9cd2361d39f0db681ca338ac5f0ccece6469"
+checksum = "26e4ac1bef72720318e2c67bd19b972d17084840f3188a585021828122c43c2c"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -7294,11 +7277,11 @@ dependencies = [
 
 [[package]]
 name = "serde_spanned"
-version = "0.6.9"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf41e0cfaf7226dca15e8197172c295a782857fcb97fad1808a166870dee75a3"
+checksum = "6662b5879511e06e8999a8a235d848113e942c9124f211511b16466ee2995f26"
 dependencies = [
- "serde",
+ "serde_core",
 ]
 
 [[package]]
@@ -7319,7 +7302,7 @@ version = "3.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dd5414fad8e6907dbdd5bc441a50ae8d6e26151a03b1de04d89a5576de61d01f"
 dependencies = [
- "base64 0.22.1",
+ "base64",
  "chrono",
  "hex",
  "indexmap 1.9.3",
@@ -7344,6 +7327,19 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "serde_yaml_ng"
+version = "0.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7b4db627b98b36d4203a7b458cf3573730f2bb591b28871d916dfa9efabfd41f"
+dependencies = [
+ "indexmap 2.14.0",
+ "itoa",
+ "ryu",
+ "serde",
+ "unsafe-libyaml",
+]
+
 [[package]]
 name = "sha1"
 version = "0.10.6"
@@ -7352,7 +7348,18 @@ checksum = "e3bf829a2d51ab4a5ddf1352d8470c140cadc8301b2ae1789db023f01cedd6ba"
 dependencies = [
  "cfg-if",
  "cpufeatures 0.2.17",
- "digest",
+ "digest 0.10.7",
+]
+
+[[package]]
+name = "sha1"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aacc4cc499359472b4abe1bf11d0b12e688af9a805fa5e3016f9a386dc2d0214"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.3.0",
+ "digest 0.11.3",
 ]
 
 [[package]]
@@ -7363,7 +7370,18 @@ checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
 dependencies = [
  "cfg-if",
  "cpufeatures 0.2.17",
- "digest",
+ "digest 0.10.7",
+]
+
+[[package]]
+name = "sha2"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "446ba717509524cb3f22f17ecc096f10f4822d76ab5c0b9822c5f9c284e825f4"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.3.0",
+ "digest 0.11.3",
 ]
 
 [[package]]
@@ -7416,16 +7434,20 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "703d5c7ef118737c72f1af64ad2f6f8c5e1921f818cdcb97b8fe6fc69bf66214"
 
 [[package]]
-name = "simdutf8"
-version = "0.1.5"
+name = "simd_cesu8"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e"
+checksum = "94f90157bb87cddf702797c5dadfa0be7d266cdf49e22da2fcaa32eff75b2c33"
+dependencies = [
+ "rustc_version",
+ "simdutf8",
+]
 
 [[package]]
-name = "similar"
-version = "2.7.0"
+name = "simdutf8"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbbb5d9659141646ae647b42fe094daf6c6192d1620870b449d9557f748b2daa"
+checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e"
 
 [[package]]
 name = "simple_asn1"
@@ -7447,18 +7469,9 @@ checksum = "b2aa850e253778c88a04c3d7323b043aeda9d3e30d5971937c1855769763678e"
 
 [[package]]
 name = "sketches-ddsketch"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85636c14b73d81f541e525f585c0a2109e6744e1565b5c1668e31c70c10ed65c"
-dependencies = [
- "serde",
-]
-
-[[package]]
-name = "sketches-ddsketch"
-version = "0.3.1"
+version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c6f73aeb92d671e0cc4dca167e59b2deb6387c375391bc99ee743f326994a2b"
+checksum = "05e40b6cf54d988dc1a2223531b969c9a9e30906ad90ef64890c27b4bfbb46ea"
 dependencies = [
  "serde",
 ]
@@ -7469,15 +7482,6 @@ version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0c790de23124f9ab44544d7ac05d60440adc586479ce501c1d6d7da3cd8c9cf5"
 
-[[package]]
-name = "slotmap"
-version = "1.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bdd58c3c93c3d278ca835519292445cb4b0d4dc59ccfdf7ceadaab3f8aeb4038"
-dependencies = [
- "version_check",
-]
-
 [[package]]
 name = "smallvec"
 version = "1.15.1"
@@ -7532,25 +7536,6 @@ version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1b6b67fb9a61334225b5b790716f609cd58395f895b3fe8b328786812a40bc3b"
 
-[[package]]
-name = "snb"
-version = "0.18.0"
-dependencies = [
- "chrono",
- "flate2",
- "raphtory",
-]
-
-[[package]]
-name = "socket2"
-version = "0.5.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e22376abed350d73dd1cd119b57ffccad95b4e585a7cda43e286245ce23c0678"
-dependencies = [
- "libc",
- "windows-sys 0.52.0",
-]
-
 [[package]]
 name = "socket2"
 version = "0.6.3"
@@ -7569,18 +7554,18 @@ checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67"
 
 [[package]]
 name = "spki"
-version = "0.7.3"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d91ed6c858b01f942cd56b37a94b3e0a1798290327d1236e4d9cf4eaca44d29d"
+checksum = "1d9efca8738c78ee9484207732f728b1ef517bbb1833d6fc0879ca898a522f6f"
 dependencies = [
  "der",
 ]
 
 [[package]]
 name = "sqlparser"
-version = "0.59.0"
+version = "0.61.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4591acadbcf52f0af60eafbb2c003232b2b4cd8de5f0e9437cb8b1b59046cc0f"
+checksum = "dbf5ea8d4d7c808e1af1cbabebca9a2abe603bcefc22294c5b95018d53200cb7"
 dependencies = [
  "log",
  "sqlparser_derive",
@@ -7588,9 +7573,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser_derive"
-version = "0.3.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
+checksum = "a6dd45d8fc1c79299bfbb7190e42ccbbdf6a5f52e4a6ad98d92357ea965bd289"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -7660,6 +7645,15 @@ dependencies = [
  "strum_macros 0.27.2",
 ]
 
+[[package]]
+name = "strum"
+version = "0.28.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9628de9b8791db39ceda2b119bbe13134770b56c138ec1d3af810d045c04f9bd"
+dependencies = [
+ "strum_macros 0.28.0",
+]
+
 [[package]]
 name = "strum_macros"
 version = "0.26.4"
@@ -7685,6 +7679,18 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "strum_macros"
+version = "0.28.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ab85eea0270ee17587ed4156089e10b9e6880ee688791d45a905f5b1ca36f664"
+dependencies = [
+ "heck 0.5.0",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "subtle"
 version = "2.6.1"
@@ -7727,202 +7733,114 @@ name = "synchronoise"
 version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3dbc01390fc626ce8d1cffe3376ded2b72a11bb70e1c75f404a210e4daa4def2"
-dependencies = [
- "crossbeam-queue",
-]
-
-[[package]]
-name = "synstructure"
-version = "0.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
-
-[[package]]
-name = "tagptr"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
-
-[[package]]
-name = "tantivy"
-version = "0.22.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96599ea6fccd844fc833fed21d2eecac2e6a7c1afd9e044057391d78b1feb141"
-dependencies = [
- "aho-corasick",
- "arc-swap",
- "base64 0.22.1",
- "bitpacking",
- "byteorder",
- "census",
- "crc32fast",
- "crossbeam-channel",
- "downcast-rs 1.2.1",
- "fastdivide",
- "fnv",
- "fs4",
- "htmlescape",
- "itertools 0.12.1",
- "levenshtein_automata",
- "log",
- "lru",
- "lz4_flex 0.11.6",
- "measure_time 0.8.3",
- "memmap2",
- "num_cpus",
- "once_cell",
- "oneshot",
- "rayon",
- "regex",
- "rust-stemmers",
- "rustc-hash 1.1.0",
- "serde",
- "serde_json",
- "sketches-ddsketch 0.2.2",
- "smallvec",
- "tantivy-bitpacker 0.6.0",
- "tantivy-columnar 0.3.0",
- "tantivy-common 0.7.0",
- "tantivy-fst",
- "tantivy-query-grammar 0.22.0",
- "tantivy-stacker 0.3.0",
- "tantivy-tokenizer-api 0.3.0",
- "tempfile",
- "thiserror 1.0.69",
- "time",
- "uuid",
- "winapi",
+dependencies = [
+ "crossbeam-queue",
+]
+
+[[package]]
+name = "synstructure"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
 ]
 
+[[package]]
+name = "tagptr"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
+
 [[package]]
 name = "tantivy"
-version = "0.24.2"
+version = "0.26.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64a966cb0e76e311f09cf18507c9af192f15d34886ee43d7ba7c7e3803660c43"
+checksum = "edde6a10743fff00a4e1a8c9ef020bf5f3cbad301b7d2d39f2b07f123c4eac07"
 dependencies = [
  "aho-corasick",
  "arc-swap",
- "base64 0.22.1",
+ "base64",
  "bitpacking",
  "bon",
  "byteorder",
  "census",
  "crc32fast",
  "crossbeam-channel",
- "downcast-rs 2.0.2",
+ "datasketches",
+ "downcast-rs",
  "fastdivide",
  "fnv",
  "fs4",
  "htmlescape",
- "hyperloglogplus",
  "itertools 0.14.0",
  "levenshtein_automata",
  "log",
  "lru",
- "lz4_flex 0.11.6",
- "measure_time 0.9.0",
+ "lz4_flex",
+ "measure_time",
  "memmap2",
  "once_cell",
  "oneshot",
  "rayon",
  "regex",
  "rust-stemmers",
- "rustc-hash 2.1.2",
+ "rustc-hash",
  "serde",
  "serde_json",
- "sketches-ddsketch 0.3.1",
+ "sketches-ddsketch",
  "smallvec",
- "tantivy-bitpacker 0.8.0",
- "tantivy-columnar 0.5.0",
- "tantivy-common 0.9.0",
+ "tantivy-bitpacker",
+ "tantivy-columnar",
+ "tantivy-common",
  "tantivy-fst",
- "tantivy-query-grammar 0.24.0",
- "tantivy-stacker 0.5.0",
- "tantivy-tokenizer-api 0.5.0",
+ "tantivy-query-grammar",
+ "tantivy-stacker",
+ "tantivy-tokenizer-api",
  "tempfile",
  "thiserror 2.0.18",
  "time",
+ "typetag",
  "uuid",
  "winapi",
 ]
 
 [[package]]
 name = "tantivy-bitpacker"
-version = "0.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "284899c2325d6832203ac6ff5891b297fc5239c3dc754c5bc1977855b23c10df"
-dependencies = [
- "bitpacking",
-]
-
-[[package]]
-name = "tantivy-bitpacker"
-version = "0.8.0"
+version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1adc286a39e089ae9938935cd488d7d34f14502544a36607effd2239ff0e2494"
+checksum = "4fed3d674429bcd2de5d0a6d1aa5495fed8afd9c5ecce993019caf7615f53fa4"
 dependencies = [
  "bitpacking",
 ]
 
 [[package]]
 name = "tantivy-columnar"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "12722224ffbe346c7fec3275c699e508fd0d4710e629e933d5736ec524a1f44e"
-dependencies = [
- "downcast-rs 1.2.1",
- "fastdivide",
- "itertools 0.12.1",
- "serde",
- "tantivy-bitpacker 0.6.0",
- "tantivy-common 0.7.0",
- "tantivy-sstable 0.3.0",
- "tantivy-stacker 0.3.0",
-]
-
-[[package]]
-name = "tantivy-columnar"
-version = "0.5.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6300428e0c104c4f7db6f95b466a6f5c1b9aece094ec57cdd365337908dc7344"
+checksum = "c57166f5bcfd478f370ab8445afb4678dce44801fa5ce5c451aaf8595583c5dc"
 dependencies = [
- "downcast-rs 2.0.2",
+ "downcast-rs",
  "fastdivide",
  "itertools 0.14.0",
  "serde",
- "tantivy-bitpacker 0.8.0",
- "tantivy-common 0.9.0",
- "tantivy-sstable 0.5.0",
- "tantivy-stacker 0.5.0",
-]
-
-[[package]]
-name = "tantivy-common"
-version = "0.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8019e3cabcfd20a1380b491e13ff42f57bb38bf97c3d5fa5c07e50816e0621f4"
-dependencies = [
- "async-trait",
- "byteorder",
- "ownedbytes 0.7.0",
- "serde",
- "time",
+ "tantivy-bitpacker",
+ "tantivy-common",
+ "tantivy-sstable",
+ "tantivy-stacker",
 ]
 
 [[package]]
 name = "tantivy-common"
-version = "0.9.0"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e91b6ea6090ce03dc72c27d0619e77185d26cc3b20775966c346c6d4f7e99d7f"
+checksum = "bbf10915aa75da3c3b0d58b58853d2e889efbaf32d4982a4c3715dde6bba23e5"
 dependencies = [
  "async-trait",
  "byteorder",
- "ownedbytes 0.9.0",
+ "ownedbytes",
  "serde",
  "time",
 ]
@@ -7940,86 +7858,46 @@ dependencies = [
 
 [[package]]
 name = "tantivy-query-grammar"
-version = "0.22.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "847434d4af57b32e309f4ab1b4f1707a6c566656264caa427ff4285c4d9d0b82"
-dependencies = [
- "nom 7.1.3",
-]
-
-[[package]]
-name = "tantivy-query-grammar"
-version = "0.24.0"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e810cdeeebca57fc3f7bfec5f85fdbea9031b2ac9b990eb5ff49b371d52bbe6a"
+checksum = "dfadb8526b6da90704feb293b0701a6aae62ea14983143344be2dc5ce30f1d82"
 dependencies = [
+ "fnv",
  "nom 7.1.3",
+ "ordered-float 5.3.0",
  "serde",
  "serde_json",
 ]
 
 [[package]]
 name = "tantivy-sstable"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c69578242e8e9fc989119f522ba5b49a38ac20f576fc778035b96cc94f41f98e"
-dependencies = [
- "tantivy-bitpacker 0.6.0",
- "tantivy-common 0.7.0",
- "tantivy-fst",
- "zstd",
-]
-
-[[package]]
-name = "tantivy-sstable"
-version = "0.5.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "709f22c08a4c90e1b36711c1c6cad5ae21b20b093e535b69b18783dd2cb99416"
+checksum = "8a2cfc3ac5164cbadc28965ffb145a8f47582a60ae5897859ad8d4316596c606"
 dependencies = [
  "futures-util",
  "itertools 0.14.0",
- "tantivy-bitpacker 0.8.0",
- "tantivy-common 0.9.0",
+ "tantivy-bitpacker",
+ "tantivy-common",
  "tantivy-fst",
  "zstd",
 ]
 
 [[package]]
 name = "tantivy-stacker"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c56d6ff5591fc332739b3ce7035b57995a3ce29a93ffd6012660e0949c956ea8"
-dependencies = [
- "murmurhash32",
- "rand_distr 0.4.3",
- "tantivy-common 0.7.0",
-]
-
-[[package]]
-name = "tantivy-stacker"
-version = "0.5.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2bcdebb267671311d1e8891fd9d1301803fdb8ad21ba22e0a30d0cab49ba59c1"
+checksum = "6cbb051742da9d53ca9e8fff43a9b10e319338b24e2c0e15d0372df19ffeb951"
 dependencies = [
  "murmurhash32",
- "rand_distr 0.4.3",
- "tantivy-common 0.9.0",
-]
-
-[[package]]
-name = "tantivy-tokenizer-api"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a0dcade25819a89cfe6f17d932c9cedff11989936bf6dd4f336d50392053b04"
-dependencies = [
- "serde",
+ "tantivy-common",
 ]
 
 [[package]]
 name = "tantivy-tokenizer-api"
-version = "0.5.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfa942fcee81e213e09715bbce8734ae2180070b97b33839a795ba1de201547d"
+checksum = "eac258c2c6390673f2685813afeeafcb8c4e0ee7de8dd3fc46838dcc37263f98"
 dependencies = [
  "serde",
 ]
@@ -8045,26 +7923,17 @@ dependencies = [
  "fastrand",
  "getrandom 0.4.2",
  "once_cell",
- "rustix 1.1.4",
+ "rustix",
  "windows-sys 0.61.2",
 ]
 
-[[package]]
-name = "termcolor"
-version = "1.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06794f8f6c5c898b3275aebefa6b8a1cb24cd2c6c79397ab15774837a0bc5755"
-dependencies = [
- "winapi-util",
-]
-
 [[package]]
 name = "terminal_size"
 version = "0.4.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "230a1b821ccbd75b185820a1f1ff7b14d21da1e442e22c0863ea5f08771a8874"
 dependencies = [
- "rustix 1.1.4",
+ "rustix",
  "windows-sys 0.61.2",
 ]
 
@@ -8074,7 +7943,7 @@ version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "37d53ac171c92a39e4769491c4b4dde7022c60042254b5fc044ae409d34a24d4"
 dependencies = [
- "env_logger 0.11.10",
+ "env_logger",
  "test-log-macros",
  "tracing-subscriber",
 ]
@@ -8161,9 +8030,9 @@ dependencies = [
 
 [[package]]
 name = "tikv-jemalloc-sys"
-version = "0.6.1+5.3.0-1-ge13ca993e8ccb9ba9847cc330696e02839f328f7"
+version = "0.7.1+5.3.1-0-g81034ce1f1373e37dc865038e1bc8eeecf559ce8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd8aa5b2ab86a2cefa406d889139c162cbb230092f7d1d7cbc1716405d852a3b"
+checksum = "1a2825c78386b4ae0314074867860ba9577875de945f05992c38815cbec327f0"
 dependencies = [
  "cc",
  "libc",
@@ -8171,9 +8040,9 @@ dependencies = [
 
 [[package]]
 name = "tikv-jemallocator"
-version = "0.6.1"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0359b4327f954e0567e69fb191cf1436617748813819c94b8cd4a431422d053a"
+checksum = "249f09e49ab1609436f34c776e84231bead18d6a955f119f939bdc1d847561bd"
 dependencies = [
  "libc",
  "tikv-jemalloc-sys",
@@ -8187,6 +8056,7 @@ checksum = "743bd48c283afc0388f9b8827b976905fb217ad9e647fae3a379a9283c4def2c"
 dependencies = [
  "deranged",
  "itoa",
+ "js-sys",
  "num-conv",
  "powerfmt",
  "serde_core",
@@ -8267,9 +8137,8 @@ dependencies = [
  "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
- "socket2 0.6.3",
+ "socket2",
  "tokio-macros",
- "tracing",
  "windows-sys 0.61.2",
 ]
 
@@ -8303,6 +8172,7 @@ dependencies = [
  "futures-core",
  "pin-project-lite",
  "tokio",
+ "tokio-util",
 ]
 
 [[package]]
@@ -8333,23 +8203,15 @@ dependencies = [
 
 [[package]]
 name = "toml"
-version = "0.8.23"
+version = "1.1.2+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc1beb996b9d83529a9e75c17a1686767d148d70663143c7854d8b4a09ced362"
+checksum = "81f3d15e84cbcd896376e6730314d59fb5a87f31e4b038454184435cd57defee"
 dependencies = [
- "serde",
+ "serde_core",
  "serde_spanned",
- "toml_datetime 0.6.11",
- "toml_edit 0.22.27",
-]
-
-[[package]]
-name = "toml_datetime"
-version = "0.6.11"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22cddaf88f4fbc13c51aebbf5f8eceb5c7c5a9da2ac40a13519eb5b0a0e8f11c"
-dependencies = [
- "serde",
+ "toml_datetime",
+ "toml_parser",
+ "winnow",
 ]
 
 [[package]]
@@ -8361,20 +8223,6 @@ dependencies = [
  "serde_core",
 ]
 
-[[package]]
-name = "toml_edit"
-version = "0.22.27"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41fe8c660ae4257887cf66394862d21dbca4a6ddd26f04a3560410406a2f819a"
-dependencies = [
- "indexmap 2.14.0",
- "serde",
- "serde_spanned",
- "toml_datetime 0.6.11",
- "toml_write",
- "winnow 0.7.15",
-]
-
 [[package]]
 name = "toml_edit"
 version = "0.25.11+spec-1.1.0"
@@ -8382,9 +8230,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0b59c4d22ed448339746c59b905d24568fcbb3ab65a500494f7b8c3e97739f2b"
 dependencies = [
  "indexmap 2.14.0",
- "toml_datetime 1.1.1+spec-1.1.0",
+ "toml_datetime",
  "toml_parser",
- "winnow 1.0.1",
+ "winnow",
 ]
 
 [[package]]
@@ -8393,27 +8241,18 @@ version = "1.1.2+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a2abe9b86193656635d2411dc43050282ca48aa31c2451210f4202550afb7526"
 dependencies = [
- "winnow 1.0.1",
+ "winnow",
 ]
 
-[[package]]
-name = "toml_write"
-version = "0.1.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d99f8c9a7727884afe522e9bd5edbfc91a3312b36a77b5fb8926e4c31a41801"
-
 [[package]]
 name = "tonic"
-version = "0.12.3"
+version = "0.14.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "877c5b330756d856ffcc4553ab34a5684481ade925ecc54bcd1bf02b1d0d4d52"
+checksum = "ac2a5518c70fa84342385732db33fb3f44bc4cc748936eb5833d2df34d6445ef"
 dependencies = [
- "async-stream",
  "async-trait",
- "axum 0.7.9",
- "base64 0.22.1",
+ "base64",
  "bytes",
- "h2",
  "http",
  "http-body",
  "http-body-util",
@@ -8422,34 +8261,35 @@ dependencies = [
  "hyper-util",
  "percent-encoding",
  "pin-project",
- "prost 0.13.5",
- "socket2 0.5.10",
+ "sync_wrapper",
  "tokio",
  "tokio-stream",
- "tower 0.4.13",
+ "tower",
  "tower-layer",
  "tower-service",
  "tracing",
 ]
 
 [[package]]
-name = "tower"
-version = "0.4.13"
+name = "tonic-prost"
+version = "0.14.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8fa9be0de6cf49e536ce1851f987bd21a43b771b09473c3549a6c853db37c1c"
+checksum = "50849f68853be452acf590cde0b146665b8d507b3b8af17261df47e02c209ea0"
 dependencies = [
- "futures-core",
- "futures-util",
- "indexmap 1.9.3",
- "pin-project",
- "pin-project-lite",
- "rand 0.8.5",
- "slab",
- "tokio",
- "tokio-util",
- "tower-layer",
- "tower-service",
- "tracing",
+ "bytes",
+ "prost",
+ "tonic",
+]
+
+[[package]]
+name = "tonic-types"
+version = "0.14.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73ab1b02061f83d519bba3caa167f88f261ef05720ab8ebc954ade70de3348e8"
+dependencies = [
+ "prost",
+ "prost-types",
+ "tonic",
 ]
 
 [[package]]
@@ -8460,9 +8300,12 @@ checksum = "ebe5ef63511595f1344e2d5cfa636d973292adc0eec1f0ad45fae9f0851ab1d4"
 dependencies = [
  "futures-core",
  "futures-util",
+ "indexmap 2.14.0",
  "pin-project-lite",
+ "slab",
  "sync_wrapper",
  "tokio",
+ "tokio-util",
  "tower-layer",
  "tower-service",
  "tracing",
@@ -8475,7 +8318,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d4e6559d53cc268e5031cd8429d05415bc4cb4aefc4aa5d6cc35fbf5b924a1f8"
 dependencies = [
  "async-compression",
- "bitflags",
+ "bitflags 2.11.1",
  "bytes",
  "futures-core",
  "futures-util",
@@ -8486,7 +8329,7 @@ dependencies = [
  "pin-project-lite",
  "tokio",
  "tokio-util",
- "tower 0.5.3",
+ "tower",
  "tower-layer",
  "tower-service",
 ]
@@ -8549,14 +8392,12 @@ dependencies = [
 
 [[package]]
 name = "tracing-opentelemetry"
-version = "0.28.0"
+version = "0.33.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97a971f6058498b5c0f1affa23e7ea202057a7301dbff68e968b2d578bcbd053"
+checksum = "adbc64cba7137545b8044cb1fe9814f7aacf3c6b5f9b45be8bb5db538befdb26"
 dependencies = [
  "js-sys",
- "once_cell",
  "opentelemetry",
- "opentelemetry_sdk",
  "smallvec",
  "tracing",
  "tracing-core",
@@ -8583,27 +8424,6 @@ dependencies = [
  "tracing-log",
 ]
 
-[[package]]
-name = "tracing-test"
-version = "0.2.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19a4c448db514d4f24c5ddb9f73f2ee71bfb24c526cf0c570ba142d1119e0051"
-dependencies = [
- "tracing-core",
- "tracing-subscriber",
- "tracing-test-macro",
-]
-
-[[package]]
-name = "tracing-test-macro"
-version = "0.2.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad06847b7afb65c7866a36664b75c40b895e318cea4f71299f013fb22965329d"
-dependencies = [
- "quote",
- "syn 2.0.117",
-]
-
 [[package]]
 name = "try-lock"
 version = "0.2.5"
@@ -8622,7 +8442,7 @@ dependencies = [
  "httparse",
  "log",
  "rand 0.9.4",
- "sha1",
+ "sha1 0.10.6",
  "thiserror 2.0.18",
  "utf-8",
 ]
@@ -8636,11 +8456,47 @@ dependencies = [
  "rand 0.9.4",
 ]
 
+[[package]]
+name = "typed-path"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8e28f89b80c87b8fb0cf04ab448d5dd0dd0ade2f8891bae878de66a75a28600e"
+
+[[package]]
+name = "typeid"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc7d623258602320d5c55d1bc22793b57daff0ec7efc270ea7d55ce1d5f5471c"
+
 [[package]]
 name = "typenum"
-version = "1.19.0"
+version = "1.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6f5e870be6c3b371b77fe0ee0bafb859fa4964b4404c27de1d380043c4dda20"
+
+[[package]]
+name = "typetag"
+version = "0.2.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c5a897b12c6c1151ad0b138b8db50252dc301f93bc3b027db05eec82aeed298c"
+dependencies = [
+ "erased-serde",
+ "inventory",
+ "once_cell",
+ "serde",
+ "typetag-impl",
+]
+
+[[package]]
+name = "typetag-impl"
+version = "0.2.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "562d481066bde0658276a35467c4af00bdc6ee726305698a55b86e61d7ad82bb"
+checksum = "cf808357c6ed7e13ba0f3277ec8d8f21b2d501274895104263985330c726c1c5"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
 
 [[package]]
 name = "ucd-trie"
@@ -8669,6 +8525,12 @@ version = "2.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dbc4bc3a9f746d862c45cb89d705aa10f187bb96c76001afab07a0d35ce60142"
 
+[[package]]
+name = "unicode-blocks"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6b12e05d9e06373163a9bb6bb8c263c261b396643a99445fe6b9811fd376581b"
+
 [[package]]
 name = "unicode-ident"
 version = "1.0.24"
@@ -8676,16 +8538,19 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e6e4313cd5fcd3dad5cafa179702e2b244f760991f45397d14d4ebf38247da75"
 
 [[package]]
-name = "unicode-segmentation"
-version = "1.13.2"
+name = "unicode-normalization"
+version = "0.1.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9629274872b2bfaf8d66f5f15725007f635594914870f65218920345aa11aa8c"
+checksum = "5fd4f6878c9cb28d874b009da9e8d183b5abc80117c40bbd187a1fde336be6e8"
+dependencies = [
+ "tinyvec",
+]
 
 [[package]]
-name = "unicode-width"
-version = "0.1.14"
+name = "unicode-segmentation"
+version = "1.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af"
+checksum = "9629274872b2bfaf8d66f5f15725007f635594914870f65218920345aa11aa8c"
 
 [[package]]
 name = "unicode-width"
@@ -8700,10 +8565,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
 
 [[package]]
-name = "unindent"
-version = "0.2.4"
+name = "unsafe-libyaml"
+version = "0.2.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7264e107f553ccae879d21fbea1d6724ac785e8c3bfc762137959b5802826ef3"
+checksum = "673aac59facbab8a9007c7f6108d11f63b603f7cabff99fabf650fea5c32b861"
 
 [[package]]
 name = "untrusted"
@@ -8717,12 +8582,6 @@ version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
 
-[[package]]
-name = "unty"
-version = "0.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d49784317cd0d1ee7ec5c716dd598ec5b4483ea832a2dced265471cc0f690ae"
-
 [[package]]
 name = "url"
 version = "2.5.8"
@@ -8783,12 +8642,6 @@ version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
 
-[[package]]
-name = "virtue"
-version = "0.0.18"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "051eb1abcf10076295e815102942cc58f9d5e3b4560e46e53c21e8ff6f3af7b1"
-
 [[package]]
 name = "wait-timeout"
 version = "0.2.1"
@@ -8937,7 +8790,7 @@ version = "0.244.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "47b807c72e1bac69382b3a6fb3dbe8ea4c0ed87ff5629b8685ae6b9a611028fe"
 dependencies = [
- "bitflags",
+ "bitflags 2.11.1",
  "hashbrown 0.15.5",
  "indexmap 2.14.0",
  "semver",
@@ -8963,6 +8816,15 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "webpki-root-certs"
+version = "1.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f31141ce3fc3e300ae89b78c0dd67f9708061d1d2eda54b8209346fd6be9a92c"
+dependencies = [
+ "rustls-pki-types",
+]
+
 [[package]]
 name = "webpki-roots"
 version = "0.26.11"
@@ -9242,15 +9104,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
 
-[[package]]
-name = "winnow"
-version = "0.7.15"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df79d97927682d2fd8adb29682d1140b343be4ac0f08fd68b7765d9c059d3945"
-dependencies = [
- "memchr",
-]
-
 [[package]]
 name = "winnow"
 version = "1.0.1"
@@ -9318,7 +9171,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9d66ea20e9553b30172b5e831994e35fbde2d165325bec84fc43dbf6f4eb9cb2"
 dependencies = [
  "anyhow",
- "bitflags",
+ "bitflags 2.11.1",
  "indexmap 2.14.0",
  "log",
  "serde",
@@ -9369,20 +9222,11 @@ version = "0.8.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
 
-[[package]]
-name = "xz2"
-version = "0.1.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "388c44dc09d76f1536602ead6d325eb532f5c122f17782bd57fb47baeeb767e2"
-dependencies = [
- "lzma-sys",
-]
-
 [[package]]
 name = "yaml-rust2"
-version = "0.8.1"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8902160c4e6f2fb145dbe9d6760a75e3c9522d8bf796ed7047c85919ac7115f8"
+checksum = "631a50d867fafb7093e709d75aaee9e0e0d5deb934021fcea25ac2fe09edc51e"
 dependencies = [
  "arraydeque",
  "encoding_rs",
@@ -9464,20 +9308,6 @@ name = "zeroize"
 version = "1.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
-dependencies = [
- "zeroize_derive",
-]
-
-[[package]]
-name = "zeroize_derive"
-version = "1.4.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85a5b4158499876c763cb03bc4e49185d3cccbabb15b33c627f7884f43db852e"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
 
 [[package]]
 name = "zerotrie"
@@ -9514,29 +9344,26 @@ dependencies = [
 
 [[package]]
 name = "zip"
-version = "2.4.2"
+version = "8.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fabe6324e908f85a1c52063ce7aa26b68dcb7eb6dbc83a2d148403c9bc3eba50"
+checksum = "2d04a6b5381502aa6087c94c669499eb1602eb9c5e8198e534de571f7154809b"
 dependencies = [
  "aes",
- "arbitrary",
- "bzip2 0.5.2",
- "constant_time_eq 0.3.1",
+ "bzip2",
+ "constant_time_eq",
  "crc32fast",
- "crossbeam-utils",
  "deflate64",
- "displaydoc",
  "flate2",
- "getrandom 0.3.4",
+ "getrandom 0.4.2",
  "hmac",
  "indexmap 2.14.0",
- "lzma-rs",
+ "lzma-rust2",
  "memchr",
  "pbkdf2",
- "sha1",
- "thiserror 2.0.18",
+ "ppmd-rust",
+ "sha1 0.11.0",
  "time",
- "xz2",
+ "typed-path",
  "zeroize",
  "zopfli",
  "zstd",
diff --git a/raphtory/examples/eth_loader.rs b/raphtory/examples/eth_loader.rs
index 565454eeb6..42adf3a58a 100644
--- a/raphtory/examples/eth_loader.rs
+++ b/raphtory/examples/eth_loader.rs
@@ -4,22 +4,32 @@ use raphtory::io::parquet_loaders::load_edges_from_parquet;
 use raphtory::{arrow_loader::df_loaders::edges::ColumnNames, errors::GraphError, prelude::*};
 use std::path::{Path, PathBuf};
 
+#[cfg(target_os = "macos")]
+use tikv_jemallocator::Jemalloc;
+
+#[cfg(target_os = "macos")]
+#[global_allocator]
+static GLOBAL: Jemalloc = Jemalloc;
 /// Load ETH data from Parquet files into a Raphtory Graph.
 #[cfg(feature = "io")]
 fn load_eth_graph(parquet_path: &Path, graph: &Graph) -> Result<(), GraphError> {
     // ── Static Nodes ──────────────────────────────────────────────────────
 
-    let props = (1..=20).map(|i| format!("prop_{i}")).collect::<Vec<_>>();
-    let props = props.iter().map(|s| s.as_ref()).collect::<Vec<_>>();
     load_edges_from_parquet(
         graph,
         parquet_path,
-        ColumnNames::new("time", None, "source", "target", None),
+        ColumnNames::new(
+            "transaction_timestamp",
+            None,
+            "transfer_sender_cluster_id",
+            "transfer_receiver_cluster_id",
+            None,
+        ),
         true,
-        &props,
+        &["receiver_address", "transfer_amount_usd"],
         &[],
         None,
-        Some("G500"),
+        Some("dac"),
         None,
         None,
     )?;
diff --git a/raphtory/examples/snb_loader.rs b/raphtory/examples/snb_loader.rs
index 1285d31c8c..9e71a1febf 100644
--- a/raphtory/examples/snb_loader.rs
+++ b/raphtory/examples/snb_loader.rs
@@ -114,6 +114,7 @@ fn load_snb_graph_v2(
             None,
             None,
             None,
+            None,
             true,
             None,
         )?;
@@ -469,15 +470,16 @@ fn main() {
         .nth(1)
         .map(|dir| PathBuf::from(dir))
         .unwrap_or_else(|| panic!("Usage: snb_loader <data_dir>"));
-    let graph_path = std::env::args()
-        .nth(2)
-        .map(|graph| PathBuf::from(graph))
-        .unwrap_or_else(|| parquet_dir.join("..").join("graph"));
     let filter = std::env::args()
-        .nth(3)
+        .nth(2)
         .map(|s| serde_json::from_str::<Filter>(&s))
         .transpose()
         .unwrap();
+
+    let graph_path = std::env::args()
+        .nth(3)
+        .map(|graph| PathBuf::from(graph))
+        .unwrap_or_else(|| parquet_dir.join("..").join("graph"));
     let graph = if !graph_path.exists() {
         Graph::new_at_path(&graph_path).unwrap()
     } else {

From caaca0cf3b7f77f236bce8fc1e746bf6c1597beb Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Mon, 8 Jun 2026 14:44:11 +0100
Subject: [PATCH 15/22] update snb_loader with heavy props

---
 raphtory/examples/snb_loader.rs | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/raphtory/examples/snb_loader.rs b/raphtory/examples/snb_loader.rs
index 9e71a1febf..a93c92dd86 100644
--- a/raphtory/examples/snb_loader.rs
+++ b/raphtory/examples/snb_loader.rs
@@ -247,6 +247,20 @@ fn load_snb_graph(
                 "length",
                 "id",
                 "creationDate",
+                "prop_1",
+                "prop_2",
+                "prop_3",
+                "prop_4",
+                "prop_5",
+                "prop_6",
+                "prop_7",
+                "prop_8",
+                "prop_9",
+                "prop_10",
+                "prop_11",
+                "prop_13",
+                "prop_14",
+                "prop_15",
             ],
         ),
     ];

From a746db67f9155fd6d4d411ce6532c7b07a28f4fb Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Mon, 8 Jun 2026 16:47:42 +0100
Subject: [PATCH 16/22] add prefetch for loading nodes

---
 raphtory/src/arrow_loader/df_loaders/nodes.rs | 74 ++++++++++++++++++-
 raphtory/src/io/parquet_loaders.rs            |  3 +-
 2 files changed, 75 insertions(+), 2 deletions(-)

diff --git a/raphtory/src/arrow_loader/df_loaders/nodes.rs b/raphtory/src/arrow_loader/df_loaders/nodes.rs
index b5088c159e..321be1f0f0 100644
--- a/raphtory/src/arrow_loader/df_loaders/nodes.rs
+++ b/raphtory/src/arrow_loader/df_loaders/nodes.rs
@@ -24,7 +24,10 @@ use raphtory_storage::mutation::addition_ops::{InternalAdditionOps, SessionAddit
 use rayon::prelude::*;
 use std::{
     collections::HashMap,
-    sync::atomic::{AtomicBool, Ordering},
+    sync::{
+        atomic::{AtomicBool, Ordering},
+        mpsc,
+    },
 };
 use storage::{
     api::nodes::NodeSegmentOps,
@@ -48,6 +51,75 @@ use crate::arrow_loader::{
 use kdam::BarExt;
 
 /// If layer_id_col is provided, then layer_col must also be provided
+#[allow(clippy::too_many_arguments)]
+pub fn load_nodes_from_df_prefetch<
+    G: StaticGraphViewOps + PropertyAdditionOps + AdditionOps + std::fmt::Debug,
+    I1: Iterator<Item = Result<DFChunk, GraphError>> + Send,
+>(
+    df_view: DFView<I1>,
+    time: &str,
+    secondary_index: Option<&str>,
+    node_id: &str,
+    properties: &[&str],
+    metadata: &[&str],
+    shared_metadata: Option<&HashMap<String, Prop>>,
+    node_type: Option<&str>,
+    node_type_col: Option<&str>,
+    graph: &G,
+    resolve_nodes: bool,
+    layer: Option<&str>,
+    layer_col: Option<&str>,
+    layer_id_col: Option<&str>,
+) -> Result<(), GraphError> {
+    let DFView {
+        names,
+        chunks,
+        num_rows,
+    } = df_view;
+
+    LOAD_POOL.install(|| {
+        rayon::scope(|s| {
+            let (tx, rx) = mpsc::sync_channel(2);
+
+            s.spawn(move |_| {
+                let sender = tx;
+                for chunk in chunks {
+                    if let Err(e) = sender.send(chunk) {
+                        eprintln!("Error sending chunk to loader: {}", e);
+                        break;
+                    }
+                }
+            });
+
+            let df_view_prefetch = DFView {
+                names,
+                chunks: rx.into_iter(),
+                num_rows,
+            };
+
+            load_nodes_from_df(
+                df_view_prefetch,
+                time,
+                secondary_index,
+                node_id,
+                properties,
+                metadata,
+                shared_metadata,
+                node_type,
+                node_type_col,
+                graph,
+                resolve_nodes,
+                layer,
+                layer_col,
+                layer_id_col,
+            )?;
+            Ok::<(), GraphError>(())
+        })?;
+
+        Ok(())
+    })
+}
+
 #[allow(clippy::too_many_arguments)]
 pub fn load_nodes_from_df<
     G: StaticGraphViewOps + PropertyAdditionOps + AdditionOps + std::fmt::Debug,
diff --git a/raphtory/src/io/parquet_loaders.rs b/raphtory/src/io/parquet_loaders.rs
index b60c44c6be..ef44c99785 100644
--- a/raphtory/src/io/parquet_loaders.rs
+++ b/raphtory/src/io/parquet_loaders.rs
@@ -1,3 +1,4 @@
+use crate::arrow_loader::df_loaders::nodes::load_nodes_from_df_prefetch;
 use crate::{
     arrow_loader::{
         dataframe::*,
@@ -89,7 +90,7 @@ pub fn load_nodes_from_parquet<
             schema.clone(),
         )?;
         df_view.check_cols_exist(&cols_to_check)?;
-        load_nodes_from_df(
+        load_nodes_from_df_prefetch(
             df_view,
             time,
             secondary_index,

From 1e4e54da53ffbfba9e7139363bd860d9f7c3b083 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Mon, 8 Jun 2026 18:41:15 +0000
Subject: [PATCH 17/22] chore: apply tidy-public auto-fixes

---
 raphtory/src/io/parquet_loaders.rs | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/raphtory/src/io/parquet_loaders.rs b/raphtory/src/io/parquet_loaders.rs
index ef44c99785..c1ccd7bea7 100644
--- a/raphtory/src/io/parquet_loaders.rs
+++ b/raphtory/src/io/parquet_loaders.rs
@@ -1,10 +1,9 @@
-use crate::arrow_loader::df_loaders::nodes::load_nodes_from_df_prefetch;
 use crate::{
     arrow_loader::{
         dataframe::*,
         df_loaders::{
             edges::{load_edges_from_df_prefetch, ColumnNames},
-            nodes::{load_node_props_from_df, load_nodes_from_df},
+            nodes::{load_node_props_from_df, load_nodes_from_df, load_nodes_from_df_prefetch},
             *,
         },
     },

From 9fa196e67fcec6a38aa5674d542e523626f05117 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Tue, 9 Jun 2026 11:37:26 +0100
Subject: [PATCH 18/22] light refactor of DF loaders

---
 raphtory/src/arrow_loader/df_loaders/edges.rs | 24 +----------------
 raphtory/src/arrow_loader/df_loaders/mod.rs   | 25 +++++++++++++++++
 raphtory/src/arrow_loader/df_loaders/nodes.rs | 27 ++++++++++++++++---
 3 files changed, 49 insertions(+), 27 deletions(-)

diff --git a/raphtory/src/arrow_loader/df_loaders/edges.rs b/raphtory/src/arrow_loader/df_loaders/edges.rs
index e7eb444d74..9bffa1230f 100644
--- a/raphtory/src/arrow_loader/df_loaders/edges.rs
+++ b/raphtory/src/arrow_loader/df_loaders/edges.rs
@@ -57,6 +57,7 @@ use storage::{
     },
     Extension,
 };
+use crate::arrow_loader::df_loaders::{group_rows_by_vid_segment, secondary_index_at};
 
 #[derive(Debug, Copy, Clone)]
 pub struct ColumnNames<'a> {
@@ -902,22 +903,6 @@ fn add_and_resolve_outbound_edges<
     }
 }
 
-fn group_rows_by_vid_segment(
-    vids: &[VID],
-    max_segment_len: u32,
-    num_segments: usize,
-) -> Vec<Vec<usize>> {
-    let mut rows_by_segment = vec![Vec::new(); num_segments];
-    for (row, vid) in vids.iter().enumerate() {
-        let (segment_id, _) = resolve_pos(vid.index(), max_segment_len);
-        let rows = rows_by_segment
-            .get_mut(segment_id)
-            .expect("segment not found while grouping by vid");
-        rows.push(row);
-    }
-    rows_by_segment
-}
-
 fn group_rows_by_eid_segment(
     eids: &[EID],
     max_segment_len: u32,
@@ -934,13 +919,6 @@ fn group_rows_by_eid_segment(
     rows_by_segment
 }
 
-#[inline(always)]
-fn secondary_index_at(col: &SecondaryIndexCol, row: usize) -> usize {
-    match col {
-        SecondaryIndexCol::DataFrame(arr) => arr.value(row) as usize,
-        SecondaryIndexCol::Range(range) => range.start + row,
-    }
-}
 
 pub fn store_node_ids<NS: NodeSegmentOps<Extension = Extension>>(
     gid_str_cache: &[(GidRef<'_>, VID)],
diff --git a/raphtory/src/arrow_loader/df_loaders/mod.rs b/raphtory/src/arrow_loader/df_loaders/mod.rs
index 7e4cf46d18..5074b06014 100644
--- a/raphtory/src/arrow_loader/df_loaders/mod.rs
+++ b/raphtory/src/arrow_loader/df_loaders/mod.rs
@@ -23,6 +23,7 @@ use std::{
     env,
     sync::atomic::{AtomicUsize, Ordering},
 };
+use storage::pages::resolve_pos;
 
 pub mod edge_props;
 pub mod edges;
@@ -357,3 +358,27 @@ fn resolve_nodes_with_cache_generic<'a, V: Send + Sync>(
         })?;
     Ok(gid_str_cache)
 }
+
+pub(crate) fn group_rows_by_vid_segment(
+    vids: &[VID],
+    max_segment_len: u32,
+    num_segments: usize,
+) -> Vec<Vec<usize>> {
+    let mut rows_by_segment = vec![Vec::new(); num_segments];
+    for (row, vid) in vids.iter().enumerate() {
+        let (segment_id, _) = resolve_pos(vid.index(), max_segment_len);
+        let rows = rows_by_segment
+            .get_mut(segment_id)
+            .expect("segment not found while grouping by vid");
+        rows.push(row);
+    }
+    rows_by_segment
+}
+
+#[inline(always)]
+fn secondary_index_at(col: &SecondaryIndexCol, row: usize) -> usize {
+    match col {
+        SecondaryIndexCol::DataFrame(arr) => arr.value(row) as usize,
+        SecondaryIndexCol::Range(range) => range.start + row,
+    }
+}
diff --git a/raphtory/src/arrow_loader/df_loaders/nodes.rs b/raphtory/src/arrow_loader/df_loaders/nodes.rs
index 321be1f0f0..732dd99630 100644
--- a/raphtory/src/arrow_loader/df_loaders/nodes.rs
+++ b/raphtory/src/arrow_loader/df_loaders/nodes.rs
@@ -49,6 +49,7 @@ use crate::arrow_loader::{
 };
 #[cfg(feature = "progress")]
 use kdam::BarExt;
+use crate::arrow_loader::df_loaders::{group_rows_by_vid_segment, secondary_index_at};
 
 /// If layer_id_col is provided, then layer_col must also be provided
 #[allow(clippy::too_many_arguments)]
@@ -271,20 +272,38 @@ pub fn load_nodes_from_df<
                 node_stats.update_time(time);
             };
 
+            let max_node_segment_len = write_locked_graph
+                .graph()
+                .storage()
+                .nodes()
+                .max_segment_len() as usize;
+            let rows_by_segment = group_rows_by_vid_segment(
+                src_vids,
+                max_node_segment_len as u32,
+                write_locked_graph.nodes.len(),
+            );
+
             write_locked_graph
                 .nodes
                 .par_iter_mut()
                 .enumerate()
                 .try_for_each(|(segment_id, shard)| {
-                    if !node_segments_touched[segment_id].load(Ordering::Relaxed) {
+                    let node_rows = &rows_by_segment[segment_id];
+
+                    if node_rows.is_empty() {
                         // we need to graph a writer nevertheless as it may have old data that needs to flush
                         if shard.segment().is_dirty() {
-                            let mut _writer = shard.writer();
+                            let _writer = shard.writer();
                         }
                         return Ok::<_, GraphError>(());
                     }
                     // Zip all columns for iteration.
-                    let zip = izip!(src_vids.iter(), time_col.iter(), secondary_index_col.iter(),);
+                    let zip = node_rows.iter().map(|&row| {
+                        let vid = &src_vids[row];
+                        let time = time_col[row];
+                        let secondary_index = secondary_index_at(&secondary_index_col, row);
+                        (row, vid, time, secondary_index)
+                    });
 
                     // resolve_nodes=false
                     // assumes we are loading our own graph, via the parquet loaders,
@@ -294,7 +313,7 @@ pub fn load_nodes_from_df<
                     }
                     let mut writer = shard.writer();
 
-                    for (row, (vid, time, secondary_index)) in zip.enumerate() {
+                    for (row, vid, time, secondary_index) in zip {
                         if let Some(mut_node) = writer.resolve_pos(*vid) {
                             let t = EventTime(time, secondary_index);
                             let layer_id = layer_col_resolved

From c92471cae8d387064ed19072e6b0f59b31829bc1 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Tue, 9 Jun 2026 12:01:04 +0100
Subject: [PATCH 19/22] change the estimated container size via ENV variable

---
 .../core/entities/properties/prop/prop_type.rs   | 16 ++++++++++++++--
 1 file changed, 14 insertions(+), 2 deletions(-)

diff --git a/raphtory-api/src/core/entities/properties/prop/prop_type.rs b/raphtory-api/src/core/entities/properties/prop/prop_type.rs
index b1b17c3131..dc07d4f529 100644
--- a/raphtory-api/src/core/entities/properties/prop/prop_type.rs
+++ b/raphtory-api/src/core/entities/properties/prop/prop_type.rs
@@ -1,5 +1,6 @@
 use arrow_schema::DataType;
 use serde::{Deserialize, Serialize};
+use std::cell::LazyCell;
 use std::{
     collections::HashMap,
     fmt,
@@ -76,6 +77,18 @@ impl Display for PropType {
     }
 }
 
+const CONTAINER_SIZE: LazyCell<usize> = LazyCell::new(|| {
+    std::env::var("RAPHTORY_PROP_CONTAINER_SIZE")
+        .ok()
+        .map(|size| {
+            size.parse::<usize>().unwrap_or_else(|_| {
+                eprintln!("RAPHTORY_PROP_CONTAINER_SIZE not set or invalid, defaulting to 64");
+                64
+            })
+        })
+        .unwrap_or(64)
+});
+
 impl PropType {
     pub fn inner(&self) -> Option<&PropType> {
         match self {
@@ -142,9 +155,8 @@ impl PropType {
 
     // This is the best guess for the size of one row of properties
     pub fn est_size(&self) -> usize {
-        const CONTAINER_SIZE: usize = 64;
         match self {
-            PropType::Str => CONTAINER_SIZE,
+            PropType::Str => *CONTAINER_SIZE,
             PropType::U8 | PropType::Bool => 1,
             PropType::U16 => 2,
             PropType::I32 | PropType::F32 | PropType::U32 => 4,

From 2a4d285fdcd342abde77ba67ec88274d15e57701 Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Tue, 9 Jun 2026 12:05:57 +0100
Subject: [PATCH 20/22] fix CONTAINER_SIZE

---
 .../src/core/entities/properties/prop/prop_type.rs         | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/raphtory-api/src/core/entities/properties/prop/prop_type.rs b/raphtory-api/src/core/entities/properties/prop/prop_type.rs
index dc07d4f529..390749b954 100644
--- a/raphtory-api/src/core/entities/properties/prop/prop_type.rs
+++ b/raphtory-api/src/core/entities/properties/prop/prop_type.rs
@@ -155,16 +155,17 @@ impl PropType {
 
     // This is the best guess for the size of one row of properties
     pub fn est_size(&self) -> usize {
+        let container_size = *CONTAINER_SIZE;
         match self {
-            PropType::Str => *CONTAINER_SIZE,
+            PropType::Str => container_size,
             PropType::U8 | PropType::Bool => 1,
             PropType::U16 => 2,
             PropType::I32 | PropType::F32 | PropType::U32 => 4,
             PropType::I64 | PropType::F64 | PropType::U64 => 8,
             PropType::NDTime | PropType::DTime => 8,
-            PropType::List(p_type) => p_type.est_size() * CONTAINER_SIZE,
+            PropType::List(p_type) => p_type.est_size() * container_size,
             PropType::Map(p_map) => {
-                p_map.values().map(|v| v.est_size()).sum::<usize>() * CONTAINER_SIZE
+                p_map.values().map(|v| v.est_size()).sum::<usize>() * container_size
             }
             PropType::Decimal { .. } => 16,
             PropType::Empty => 0,

From 298d4b36f3ddb29f757503171a08c75d2903a7ec Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Fri, 12 Jun 2026 14:08:19 +0100
Subject: [PATCH 21/22] make LocalPOS usable from Properties<Index>

---
 db4-storage/src/lib.rs                             |  6 ++++++
 .../src/core/entities/properties/prop/prop_type.rs |  2 +-
 raphtory/examples/snb_loader.rs                    | 14 --------------
 raphtory/src/arrow_loader/df_loaders/edges.rs      |  7 +++----
 raphtory/src/io/parquet_loaders.rs                 |  2 +-
 5 files changed, 11 insertions(+), 20 deletions(-)

diff --git a/db4-storage/src/lib.rs b/db4-storage/src/lib.rs
index d569e955bd..2fb6a2ed9e 100644
--- a/db4-storage/src/lib.rs
+++ b/db4-storage/src/lib.rs
@@ -153,6 +153,12 @@ impl From<usize> for LocalPOS {
     }
 }
 
+impl From<LocalPOS> for usize {
+    fn from(id: LocalPOS) -> Self {
+        id.0 as usize
+    }
+}
+
 impl LocalPOS {
     pub fn as_vid(self, page_id: usize, max_page_len: u32) -> VID {
         VID(page_id * (max_page_len as usize) + (self.0 as usize))
diff --git a/raphtory-api/src/core/entities/properties/prop/prop_type.rs b/raphtory-api/src/core/entities/properties/prop/prop_type.rs
index 390749b954..3dd5172e86 100644
--- a/raphtory-api/src/core/entities/properties/prop/prop_type.rs
+++ b/raphtory-api/src/core/entities/properties/prop/prop_type.rs
@@ -1,7 +1,7 @@
 use arrow_schema::DataType;
 use serde::{Deserialize, Serialize};
-use std::cell::LazyCell;
 use std::{
+    cell::LazyCell,
     collections::HashMap,
     fmt,
     fmt::{Display, Formatter},
diff --git a/raphtory/examples/snb_loader.rs b/raphtory/examples/snb_loader.rs
index a93c92dd86..9e71a1febf 100644
--- a/raphtory/examples/snb_loader.rs
+++ b/raphtory/examples/snb_loader.rs
@@ -247,20 +247,6 @@ fn load_snb_graph(
                 "length",
                 "id",
                 "creationDate",
-                "prop_1",
-                "prop_2",
-                "prop_3",
-                "prop_4",
-                "prop_5",
-                "prop_6",
-                "prop_7",
-                "prop_8",
-                "prop_9",
-                "prop_10",
-                "prop_11",
-                "prop_13",
-                "prop_14",
-                "prop_15",
             ],
         ),
     ];
diff --git a/raphtory/src/arrow_loader/df_loaders/edges.rs b/raphtory/src/arrow_loader/df_loaders/edges.rs
index 9bffa1230f..ddcef6e4dd 100644
--- a/raphtory/src/arrow_loader/df_loaders/edges.rs
+++ b/raphtory/src/arrow_loader/df_loaders/edges.rs
@@ -5,9 +5,10 @@ use kdam::BarExt;
 
 use crate::{
     arrow_loader::{
-        dataframe::{DFChunk, DFView, SecondaryIndexCol},
+        dataframe::{DFChunk, DFView},
         df_loaders::{
-            extract_secondary_index_col, process_shared_properties, resolve_nodes_with_cache,
+            extract_secondary_index_col, group_rows_by_vid_segment, process_shared_properties,
+            resolve_nodes_with_cache, secondary_index_at,
         },
         layer_col::lift_layer_col,
         node_col::NodeCol,
@@ -57,7 +58,6 @@ use storage::{
     },
     Extension,
 };
-use crate::arrow_loader::df_loaders::{group_rows_by_vid_segment, secondary_index_at};
 
 #[derive(Debug, Copy, Clone)]
 pub struct ColumnNames<'a> {
@@ -919,7 +919,6 @@ fn group_rows_by_eid_segment(
     rows_by_segment
 }
 
-
 pub fn store_node_ids<NS: NodeSegmentOps<Extension = Extension>>(
     gid_str_cache: &[(GidRef<'_>, VID)],
     locked_page: &mut LockedNodePage<'_, NS>,
diff --git a/raphtory/src/io/parquet_loaders.rs b/raphtory/src/io/parquet_loaders.rs
index c1ccd7bea7..d807375218 100644
--- a/raphtory/src/io/parquet_loaders.rs
+++ b/raphtory/src/io/parquet_loaders.rs
@@ -3,7 +3,7 @@ use crate::{
         dataframe::*,
         df_loaders::{
             edges::{load_edges_from_df_prefetch, ColumnNames},
-            nodes::{load_node_props_from_df, load_nodes_from_df, load_nodes_from_df_prefetch},
+            nodes::{load_node_props_from_df, load_nodes_from_df_prefetch},
             *,
         },
     },

From faea6da19f948c8c118ecaf12b4b19dff782dc7a Mon Sep 17 00:00:00 2001
From: Fabian Murariu <murariu.fabian@gmail.com>
Date: Fri, 12 Jun 2026 16:02:42 +0100
Subject: [PATCH 22/22] fmt

---
 raphtory-graphql/src/lib.rs                   |   3 -
 raphtory-graphql/src/model/graph/filtering.rs |  43 +++++--
 raphtory-tests/tests/test_filters.rs          |  46 ++++----
 raphtory/src/arrow_loader/df_loaders/nodes.rs |   4 +-
 raphtory/src/db/api/state/ops/filter.rs       |  22 ++--
 .../graph/views/filter/model/degree_filter.rs | 105 +++++++++++-------
 .../src/db/graph/views/filter/model/mod.rs    |   3 +-
 .../views/filter/model/node_filter/mod.rs     |  45 +++++---
 .../src/python/filter/node_filter_builders.rs |  12 +-
 9 files changed, 176 insertions(+), 107 deletions(-)

diff --git a/raphtory-graphql/src/lib.rs b/raphtory-graphql/src/lib.rs
index 184f6a0049..1a3f2acfde 100644
--- a/raphtory-graphql/src/lib.rs
+++ b/raphtory-graphql/src/lib.rs
@@ -536,7 +536,6 @@ mod graphql_test {
         graph
     }
 
-
     fn degree_graph_with_add_edge_only() -> Graph {
         let graph = Graph::new();
 
@@ -646,8 +645,6 @@ mod graphql_test {
         );
     }
 
-    
-
     #[tokio::test]
     async fn test_unique_temporal_properties() {
         let g = Graph::new();
diff --git a/raphtory-graphql/src/model/graph/filtering.rs b/raphtory-graphql/src/model/graph/filtering.rs
index 3033016e1b..2ab6872c9c 100644
--- a/raphtory-graphql/src/model/graph/filtering.rs
+++ b/raphtory-graphql/src/model/graph/filtering.rs
@@ -1,4 +1,7 @@
-use crate::model::{graph::{node_id::GqlNodeId, property::Value, timeindex::GqlTimeInput}, plugins::operation};
+use crate::model::{
+    graph::{node_id::GqlNodeId, property::Value, timeindex::GqlTimeInput},
+    plugins::operation,
+};
 use async_graphql::dynamic::ValueAccessor;
 use dynamic_graphql::{
     internal::{
@@ -7,16 +10,35 @@ use dynamic_graphql::{
     Enum, InputObject, OneOfInput,
 };
 use raphtory::{
-    db::{api::{state::ops::Degree, view::internal::filtered_edge}, graph::views::filter::model::{
-        ComposableFilter, DynFilter, DynView, NoFilter, ViewWrapOps, degree_filter::DegreeFilter, edge_filter::{CompositeEdgeFilter, EdgeFilter}, filter::{Filter, FilterValue}, filter_operator::FilterOperator, graph_filter::GraphFilter, is_active_edge_filter::IsActiveEdge, is_active_node_filter::IsActiveNode, is_deleted_filter::IsDeletedEdge, is_self_loop_filter::IsSelfLoopEdge, is_valid_filter::IsValidEdge, latest_filter::Latest as LatestWrap, layered_filter::Layered, node_filter::{CompositeNodeFilter, NodeFilter}, property_filter::{Op, PropertyFilter, PropertyFilterValue, PropertyRef}, snapshot_filter::{SnapshotAt as SnapshotAtWrap, SnapshotLatest as SnapshotLatestWrap}, windowed_filter::Windowed
-    }},
+    db::{
+        api::{state::ops::Degree, view::internal::filtered_edge},
+        graph::views::filter::model::{
+            degree_filter::DegreeFilter,
+            edge_filter::{CompositeEdgeFilter, EdgeFilter},
+            filter::{Filter, FilterValue},
+            filter_operator::FilterOperator,
+            graph_filter::GraphFilter,
+            is_active_edge_filter::IsActiveEdge,
+            is_active_node_filter::IsActiveNode,
+            is_deleted_filter::IsDeletedEdge,
+            is_self_loop_filter::IsSelfLoopEdge,
+            is_valid_filter::IsValidEdge,
+            latest_filter::Latest as LatestWrap,
+            layered_filter::Layered,
+            node_filter::{CompositeNodeFilter, NodeFilter},
+            property_filter::{Op, PropertyFilter, PropertyFilterValue, PropertyRef},
+            snapshot_filter::{SnapshotAt as SnapshotAtWrap, SnapshotLatest as SnapshotLatestWrap},
+            windowed_filter::Windowed,
+            ComposableFilter, DynFilter, DynView, NoFilter, ViewWrapOps,
+        },
+    },
     errors::GraphError,
 };
-use raphtory_api::core::Direction;
 use raphtory_api::core::{
     entities::{properties::prop::Prop, Layer, GID},
     storage::timeindex::{AsTime, EventTime},
     utils::time::IntoTime,
+    Direction,
 };
 use serde::{Deserialize, Serialize};
 use std::{
@@ -304,7 +326,6 @@ pub struct PropertyFilterNew {
     pub where_: PropCondition,
 }
 
-
 /// Filters nodes by computed degree with a directional scope.
 ///
 /// `DegreeFilterNew` lets callers filter on:
@@ -330,8 +351,8 @@ pub enum DegreeDirection {
 impl From<DegreeDirection> for Direction {
     fn from(d: DegreeDirection) -> Self {
         match d {
-            DegreeDirection::In   => Direction::IN,
-            DegreeDirection::Out  => Direction::OUT,
+            DegreeDirection::In => Direction::IN,
+            DegreeDirection::Out => Direction::OUT,
             DegreeDirection::Both => Direction::BOTH,
         }
     }
@@ -342,7 +363,7 @@ impl From<DegreeDirection> for String {
         match d {
             DegreeDirection::In => "in_degree".to_string(),
             DegreeDirection::Out => "out_degree".to_string(),
-            DegreeDirection::Both => "degree".to_string(), 
+            DegreeDirection::Both => "degree".to_string(),
         }
     }
 }
@@ -1440,8 +1461,8 @@ impl TryFrom<GqlNodeFilter> for CompositeNodeFilter {
                     direction: core_direction,
                     operator,
                     value,
-                    ops
-                })) 
+                    ops,
+                }))
             }
             GqlNodeFilter::Property(prop) => {
                 let prop_ref = PropertyRef::Property(prop.name.clone());
diff --git a/raphtory-tests/tests/test_filters.rs b/raphtory-tests/tests/test_filters.rs
index a4bc92771c..5976a103ba 100644
--- a/raphtory-tests/tests/test_filters.rs
+++ b/raphtory-tests/tests/test_filters.rs
@@ -1647,32 +1647,38 @@ fn init_edges_graph_with_str_ids_del<
 
 mod test_node_filter {
 
-use crate::{
+    use crate::{
         init_nodes_graph, init_nodes_graph_with_num_ids, init_nodes_graph_with_str_ids,
         IdentityGraphTransformer,
     };
+    use proptest::proptest;
     use raphtory::{
-        algorithms::alternating_mask::alternating_mask, core::entities::VID, db::{
-            api::view::{Filter, filter_ops::NodeSelect},
-            graph::{
-                views::filter::{
-                    CreateFilter, model::{
-                        ComposableFilter, CompositeNodeFilter, NodeViewFilterOps, PropertyFilterFactory, TryAsCompositeFilter, ViewWrapOps, degree_filter::DegreeFilterFactory, node_filter::ops::{NodeFilterOps, NodeIdFilterOps}, property_filter::ops::{ListAggOps, PropertyFilterOps}
-                    }
+        algorithms::alternating_mask::alternating_mask,
+        core::entities::VID,
+        db::{
+            api::view::{filter_ops::NodeSelect, Filter},
+            graph::views::filter::{
+                model::{
+                    degree_filter::DegreeFilterFactory,
+                    node_filter::ops::{NodeFilterOps, NodeIdFilterOps},
+                    property_filter::ops::{ElemQualifierOps, ListAggOps, PropertyFilterOps},
+                    ComposableFilter, CompositeNodeFilter, NodeViewFilterOps,
+                    PropertyFilterFactory, TryAsCompositeFilter, ViewWrapOps,
                 },
+                CreateFilter,
             },
-        }, errors::GraphError, prelude::{
-            AdditionOps, Graph, GraphViewOps, NO_PROPS, NodeFilter, NodeStateOps, NodeViewOps, TimeOps
-        }
+        },
+        errors::GraphError,
+        prelude::{
+            AdditionOps, Graph, GraphViewOps, IntoProp, NodeFilter, NodeStateOps, NodeViewOps,
+            TimeOps, NO_PROPS,
+        },
     };
+    use raphtory_api::core::{entities::properties::prop::Prop, Direction};
     use raphtory_tests::assertions::{
         assert_filter_nodes_results, assert_search_nodes_results, assert_select_nodes_results,
         TestVariants,
     };
-    use raphtory_api::core::{Direction, entities::properties::prop::Prop};
-    use raphtory::prelude::IntoProp;
-    use raphtory::db::graph::views::filter::model::property_filter::ops::ElemQualifierOps;
-    use proptest::proptest;
 
     fn sort_vids(mut vids: Vec<VID>) -> Vec<VID> {
         vids.sort();
@@ -1717,7 +1723,8 @@ use crate::{
             .map(|n| n.node)
             .collect::<Vec<_>>();
 
-        let expected_filter_nodes = candidates_with_history_after_filtering(graph, expected_select_nodes.clone());
+        let expected_filter_nodes =
+            candidates_with_history_after_filtering(graph, expected_select_nodes.clone());
 
         let filtered_event_graph = graph.filter(filter.clone()).unwrap();
         let filtered_event_nodes = sort_vids(
@@ -1799,7 +1806,6 @@ use crate::{
         graph
     }
 
-
     fn degree_graph_with_add_edge_only() -> Graph {
         let graph = Graph::new();
 
@@ -1844,7 +1850,6 @@ use crate::{
         graph
     }
 
-
     // Property-based tests for degree filtering
     proptest! {
         #[test]
@@ -2033,7 +2038,7 @@ use crate::{
                 |d| d > threshold as usize && d < (threshold + 5) as usize,
                 &format!("OUT > {} AND OUT < {}", threshold, threshold + 5),
             );
-        } 
+        }
 
         #[test]
         fn prop_degree_filter_or(threshold in 0u64..15) {
@@ -2158,7 +2163,7 @@ use crate::{
                 &format!("OUT is_not_in({}, {})", val1, val2),
             );
         }
-    } 
+    }
 
     #[test]
     fn test_degree_filter_with_invalid_expressions() {
@@ -13021,4 +13026,3 @@ mod test_edge_composite_filter {
         );
     }
 }
-
diff --git a/raphtory/src/arrow_loader/df_loaders/nodes.rs b/raphtory/src/arrow_loader/df_loaders/nodes.rs
index 732dd99630..1646a5f7b4 100644
--- a/raphtory/src/arrow_loader/df_loaders/nodes.rs
+++ b/raphtory/src/arrow_loader/df_loaders/nodes.rs
@@ -40,7 +40,8 @@ use crate::arrow_loader::df_loaders::build_progress_bar;
 use crate::arrow_loader::{
     dataframe::{DFChunk, DFView},
     df_loaders::{
-        extract_secondary_index_col, process_shared_properties, resolve_nodes_and_type_with_cache,
+        extract_secondary_index_col, group_rows_by_vid_segment, process_shared_properties,
+        resolve_nodes_and_type_with_cache, secondary_index_at,
     },
     layer_col::{lift_layer_col, lift_node_type_col, LayerCol},
     node_col::NodeCol,
@@ -49,7 +50,6 @@ use crate::arrow_loader::{
 };
 #[cfg(feature = "progress")]
 use kdam::BarExt;
-use crate::arrow_loader::df_loaders::{group_rows_by_vid_segment, secondary_index_at};
 
 /// If layer_id_col is provided, then layer_col must also be provided
 #[allow(clippy::too_many_arguments)]
diff --git a/raphtory/src/db/api/state/ops/filter.rs b/raphtory/src/db/api/state/ops/filter.rs
index 11c5a90747..25e4b70d47 100644
--- a/raphtory/src/db/api/state/ops/filter.rs
+++ b/raphtory/src/db/api/state/ops/filter.rs
@@ -2,18 +2,25 @@ use crate::{
     db::{
         api::{
             state::{
-                Index, ops::{Const, Degree, IntoDynNodeOp, NodeOp, TypeId}
+                ops::{Const, Degree, IntoDynNodeOp, NodeOp, TypeId},
+                Index,
             },
             view::internal::{GraphView, NodeList},
         },
         graph::{
             create_node_type_filter,
-            views::filter::model::{FilterOperator, degree_filter::DegreeFilter, filter::{Filter, FilterValue}, node_filter::NodeFilter, property_filter::PropertyFilterValue}, 
+            views::filter::model::{
+                degree_filter::DegreeFilter,
+                filter::{Filter, FilterValue},
+                node_filter::NodeFilter,
+                property_filter::PropertyFilterValue,
+                FilterOperator,
+            },
         },
     },
     prelude::{GraphViewOps, PropertyFilter},
 };
-use raphtory_api::core::entities::{VID, properties::prop::Prop};
+use raphtory_api::core::entities::{properties::prop::Prop, VID};
 use raphtory_core::entities::nodes::node_ref::AsNodeRef;
 use raphtory_storage::graph::{graph::GraphStorage, nodes::node_storage_ops::NodeStorageOps};
 use std::sync::Arc;
@@ -225,19 +232,19 @@ impl<G: GraphView> NodeOp for NodePropertyFilterOp<G> {
 pub struct NodeDegreeFilterOp<G> {
     degree: Degree<G>,
     operator: FilterOperator,
-    value: PropertyFilterValue
+    value: PropertyFilterValue,
 }
 
 impl<G> NodeDegreeFilterOp<G> {
     pub(crate) fn new(graph: G, filter: DegreeFilter) -> Self {
         let degree = Degree {
             dir: filter.direction,
-            view: graph 
+            view: graph,
         };
         Self {
             degree,
             operator: filter.operator,
-            value: filter.value
+            value: filter.value,
         }
     }
 }
@@ -248,7 +255,8 @@ impl<G: GraphView> NodeOp for NodeDegreeFilterOp<G> {
     fn apply(&self, storage: &GraphStorage, node: VID) -> Self::Output {
         let node_degree = self.degree.apply(storage, node);
         let node_degree_prop = Prop::U64(node_degree as u64);
-        self.operator.apply_to_property(&self.value, Some(&node_degree_prop))
+        self.operator
+            .apply_to_property(&self.value, Some(&node_degree_prop))
     }
 }
 
diff --git a/raphtory/src/db/graph/views/filter/model/degree_filter.rs b/raphtory/src/db/graph/views/filter/model/degree_filter.rs
index 18e5f3d463..ef6bc5c56f 100644
--- a/raphtory/src/db/graph/views/filter/model/degree_filter.rs
+++ b/raphtory/src/db/graph/views/filter/model/degree_filter.rs
@@ -1,24 +1,35 @@
-use std::collections::HashSet;
-use std::sync::Arc;
-
-use raphtory_api::core::entities::properties::prop::PropType;
-use raphtory_api::core::{Direction, entities::properties::prop::Prop};
-use raphtory_core::entities::{VID};
+use std::{collections::HashSet, sync::Arc};
+
+use crate::{
+    db::{
+        api::{
+            state::ops::{filter::NodeDegreeFilterOp, GraphView},
+            view::{GraphViewOps, NodeViewOps},
+        },
+        graph::views::filter::{
+            model,
+            model::{
+                property_filter::{
+                    builders::{PropertyExprBuilder, PropertyExprBuilderInput},
+                    Op, PropertyFilter, PropertyFilterInput, PropertyFilterValue, PropertyRef,
+                },
+                CombinedFilter, ComposableFilter, CompositeNodeFilter, EntityMarker,
+                FilterOperator, InternalPropertyFilterBuilder, NodeFilter, TryAsCompositeFilter,
+            },
+            node_filtered_graph::NodeFilteredGraph,
+            CreateFilter,
+        },
+    },
+    errors::GraphError,
+};
+use raphtory_api::core::{
+    entities::properties::prop::{Prop, PropType},
+    Direction,
+};
+use raphtory_core::entities::VID;
 use raphtory_storage::graph::nodes::{node_ref::NodeStorageRef, node_storage_ops::NodeStorageOps};
-use crate::db::api::state::ops::GraphView;
-use crate::db::api::state::ops::filter::NodeDegreeFilterOp;
-use crate::db::graph::views::filter::CreateFilter;
-use crate::db::graph::views::filter::model::{ComposableFilter, CompositeNodeFilter, NodeFilter};
-use crate::db::graph::views::filter::model::property_filter::{Op, PropertyFilterInput, PropertyRef, PropertyFilter};
-use crate::db::graph::views::filter::model::property_filter::builders::{PropertyExprBuilder, PropertyExprBuilderInput};
-use crate::db::graph::views::filter::model::{CombinedFilter, EntityMarker, InternalPropertyFilterBuilder, TryAsCompositeFilter};
-use crate::db::graph::views::filter::model;
-use crate::db::graph::views::filter::node_filtered_graph::NodeFilteredGraph;
-use crate::db::{api::view::{GraphViewOps, NodeViewOps}, graph::views::filter::model::{FilterOperator, property_filter::PropertyFilterValue}};
-use crate::errors::GraphError;
 use std::{fmt, fmt::Display};
 
-
 #[derive(Clone)]
 pub struct DegreeFilterBuilder {
     direction: Direction,
@@ -42,7 +53,6 @@ pub struct DegreeFilter {
     pub ops: Vec<Op>,
 }
 
-
 impl CreateFilter for DegreeFilter {
     type EntityFiltered<'graph, G: GraphViewOps<'graph>> =
         NodeFilteredGraph<G, NodeDegreeFilterOp<G>>;
@@ -73,22 +83,30 @@ impl CreateFilter for DegreeFilter {
             ));
         }
         match self.operator {
-            FilterOperator::Eq | FilterOperator::Ne| FilterOperator::Gt | FilterOperator::Ge | FilterOperator::Lt | FilterOperator::Le | FilterOperator::IsIn | FilterOperator::IsNotIn => {},
+            FilterOperator::Eq
+            | FilterOperator::Ne
+            | FilterOperator::Gt
+            | FilterOperator::Ge
+            | FilterOperator::Lt
+            | FilterOperator::Le
+            | FilterOperator::IsIn
+            | FilterOperator::IsNotIn => {}
             _ => {
-                return Err(GraphError::InvalidFilter(
-                    format!("degree filter does not support operator {:?}", self.operator)
-                ));
+                return Err(GraphError::InvalidFilter(format!(
+                    "degree filter does not support operator {:?}",
+                    self.operator
+                )));
             }
         }
         let value = match self.value {
             PropertyFilterValue::Single(ref prop_val) => {
                 let casted_val = prop_val.clone().try_cast(PropType::U64).ok_or_else(|| {
                     GraphError::InvalidFilter(format!(
-                        "degree filter expects an integer value, got {}", 
+                        "degree filter expects an integer value, got {}",
                         prop_val.to_string()
                     ))
                 })?;
-                
+
                 PropertyFilterValue::Single(casted_val)
             }
             PropertyFilterValue::Set(ref prop_vals) => {
@@ -97,7 +115,7 @@ impl CreateFilter for DegreeFilter {
                     .map(|val| {
                         val.clone().try_cast(PropType::U64).ok_or_else(|| {
                             GraphError::InvalidFilter(format!(
-                                "degree filter expects an integer value, got {}", 
+                                "degree filter expects an integer value, got {}",
                                 val.to_string()
                             ))
                         })
@@ -108,11 +126,11 @@ impl CreateFilter for DegreeFilter {
             }
             PropertyFilterValue::None => {
                 return Err(GraphError::InvalidFilter(
-                    "degree filter requires a value".to_string()
+                    "degree filter requires a value".to_string(),
                 ));
             }
-        }; 
-        let mut filter = self.clone(); 
+        };
+        let mut filter = self.clone();
         filter.value = value;
         Ok(NodeDegreeFilterOp::new(graph, filter))
     }
@@ -126,19 +144,20 @@ impl CreateFilter for DegreeFilter {
 }
 
 impl TryAsCompositeFilter for DegreeFilter {
-    fn try_as_composite_edge_filter(&self) -> Result<model::edge_filter::CompositeEdgeFilter, GraphError> {
-         Err(GraphError::NotSupported)
+    fn try_as_composite_edge_filter(
+        &self,
+    ) -> Result<model::edge_filter::CompositeEdgeFilter, GraphError> {
+        Err(GraphError::NotSupported)
     }
     fn try_as_composite_exploded_edge_filter(
         &self,
-    ) -> Result<model::CompositeExplodedEdgeFilter, GraphError>
-    {
-       Err(GraphError::NotSupported) 
-    } 
+    ) -> Result<model::CompositeExplodedEdgeFilter, GraphError> {
+        Err(GraphError::NotSupported)
+    }
     fn try_as_composite_node_filter(&self) -> Result<model::CompositeNodeFilter, GraphError> {
         Ok(CompositeNodeFilter::Degree(self.clone()))
     }
-}  
+}
 
 fn property_ref(direction: &Direction) -> PropertyRef {
     match direction {
@@ -150,7 +169,7 @@ fn property_ref(direction: &Direction) -> PropertyRef {
 
 impl InternalPropertyFilterBuilder for DegreeFilterBuilder
 where
-    DegreeFilter: CombinedFilter
+    DegreeFilter: CombinedFilter,
 {
     type Filter = DegreeFilter;
     type ExprBuilder = DegreeFilterBuilder;
@@ -170,10 +189,10 @@ where
 
     fn filter(&self, filter: PropertyFilterInput) -> Self::Filter {
         DegreeFilter {
-             value: filter.prop_value,
-             direction: self.direction,
-             operator: filter.operator,
-             ops: filter.ops,
+            value: filter.prop_value,
+            direction: self.direction,
+            operator: filter.operator,
+            ops: filter.ops,
         }
     }
 
@@ -187,7 +206,7 @@ where
 impl ComposableFilter for DegreeFilter {}
 
 pub trait DegreeFilterFactory {
-    fn in_degree(&self) -> DegreeFilterBuilder; 
+    fn in_degree(&self) -> DegreeFilterBuilder;
     fn out_degree(&self) -> DegreeFilterBuilder;
     fn degree(&self) -> DegreeFilterBuilder;
 }
@@ -203,4 +222,4 @@ impl Display for DegreeFilter {
         };
         property_filter.fmt(f)
     }
-} 
+}
diff --git a/raphtory/src/db/graph/views/filter/model/mod.rs b/raphtory/src/db/graph/views/filter/model/mod.rs
index ef20e4609e..b95369693f 100644
--- a/raphtory/src/db/graph/views/filter/model/mod.rs
+++ b/raphtory/src/db/graph/views/filter/model/mod.rs
@@ -56,6 +56,7 @@ use raphtory_api::core::{
 use std::{ops::Deref, sync::Arc};
 
 pub mod and_filter;
+pub mod degree_filter;
 pub mod edge_filter;
 pub mod exploded_edge_filter;
 pub mod filter;
@@ -75,8 +76,6 @@ pub mod or_filter;
 pub mod property_filter;
 pub mod snapshot_filter;
 pub mod windowed_filter;
-pub mod degree_filter;
-
 
 #[derive(Debug, Copy, Clone)]
 pub struct NoFilter;
diff --git a/raphtory/src/db/graph/views/filter/model/node_filter/mod.rs b/raphtory/src/db/graph/views/filter/model/node_filter/mod.rs
index 4dd4cc38fd..85bf52f82e 100644
--- a/raphtory/src/db/graph/views/filter/model/node_filter/mod.rs
+++ b/raphtory/src/db/graph/views/filter/model/node_filter/mod.rs
@@ -1,31 +1,47 @@
 use crate::{
+    api::core::Direction,
     db::{
         api::{
             state::{
-                NodeStateValue, TypedNodeState, ops::{
-                    NodeOp, TypeId, filter::{
+                ops::{
+                    filter::{
                         AndOp, MaskOp, NodeIdFilterOp, NodeNameFilterOp, NodeTypeFilterOp, NotOp,
                         OrOp,
-                    }
-                }
+                    },
+                    NodeOp, TypeId,
+                },
+                NodeStateValue, TypedNodeState,
             },
-            view::{BoxableGraphView, internal::GraphView},
+            view::{internal::GraphView, BoxableGraphView},
         },
         graph::views::filter::{
-            CreateFilter, model::{
-                AndFilter, CombinedFilter, ComposableFilter, CompositeExplodedEdgeFilter, EntityMarker, InternalPropertyFilterFactory, InternalViewWrapOps, NodeViewFilterOps, NotFilter, OrFilter, TryAsCompositeFilter, Wrap, degree_filter::{DegreeFilter, DegreeFilterBuilder}, edge_filter::CompositeEdgeFilter, filter::Filter, is_active_node_filter::IsActiveNode, latest_filter::Latest, layered_filter::Layered, node_filter::{
+            model::{
+                degree_filter::{DegreeFilter, DegreeFilterBuilder, DegreeFilterFactory},
+                edge_filter::CompositeEdgeFilter,
+                filter::Filter,
+                is_active_node_filter::IsActiveNode,
+                latest_filter::Latest,
+                layered_filter::Layered,
+                node_filter::{
                     builders::{NodeIdFilterBuilder, NodeNameFilterBuilder, NodeTypeFilterBuilder},
                     validate::validate,
-                }, node_state_filter::NodeStateBoolColOp, property_filter::builders::{MetadataFilterBuilder, PropertyFilterBuilder}, snapshot_filter::{SnapshotAt, SnapshotLatest}, windowed_filter::Windowed
-            }, node_filtered_graph::NodeFilteredGraph
+                },
+                node_state_filter::NodeStateBoolColOp,
+                property_filter::builders::{MetadataFilterBuilder, PropertyFilterBuilder},
+                snapshot_filter::{SnapshotAt, SnapshotLatest},
+                windowed_filter::Windowed,
+                AndFilter, CombinedFilter, ComposableFilter, CompositeExplodedEdgeFilter,
+                EntityMarker, InternalPropertyFilterFactory, InternalViewWrapOps,
+                NodeViewFilterOps, NotFilter, OrFilter, TryAsCompositeFilter, Wrap,
+            },
+            node_filtered_graph::NodeFilteredGraph,
+            CreateFilter,
         },
     },
     errors::GraphError,
     prelude::{GraphViewOps, PropertyFilter},
 };
 use raphtory_api::core::storage::timeindex::EventTime;
-use crate::api::core::Direction;
-use crate::db::graph::views::filter::model::degree_filter::DegreeFilterFactory;
 use std::{fmt, fmt::Display, sync::Arc};
 
 pub mod builders;
@@ -106,19 +122,18 @@ impl InternalPropertyFilterFactory for NodeFilter {
 
 impl DegreeFilterFactory for NodeFilter {
     fn degree(&self) -> DegreeFilterBuilder {
-        DegreeFilterBuilder::new(Direction::BOTH) 
+        DegreeFilterBuilder::new(Direction::BOTH)
     }
 
     fn in_degree(&self) -> DegreeFilterBuilder {
-        DegreeFilterBuilder::new(Direction::IN) 
+        DegreeFilterBuilder::new(Direction::IN)
     }
 
     fn out_degree(&self) -> DegreeFilterBuilder {
-        DegreeFilterBuilder::new(Direction::OUT) 
+        DegreeFilterBuilder::new(Direction::OUT)
     }
 }
 
-
 impl NodeViewFilterOps for NodeFilter {
     type Output<T: CombinedFilter> = T;
 
diff --git a/raphtory/src/python/filter/node_filter_builders.rs b/raphtory/src/python/filter/node_filter_builders.rs
index 84317343c8..1fd4147f11 100644
--- a/raphtory/src/python/filter/node_filter_builders.rs
+++ b/raphtory/src/python/filter/node_filter_builders.rs
@@ -1,8 +1,14 @@
 use crate::{
     db::graph::views::filter::model::{
-        NodeViewFilterOps, PropertyFilterFactory, ViewWrapOps, degree_filter::DegreeFilterFactory, node_filter::{
-            NodeFilter, builders::{NodeIdFilterBuilder, NodeNameFilterBuilder, NodeTypeFilterBuilder}, ops::{NodeFilterOps, NodeIdFilterOps}
-        }, node_state_filter::NodeStateBoolColOp, property_filter::builders::{MetadataFilterBuilder, PropertyFilterBuilder}
+        degree_filter::DegreeFilterFactory,
+        node_filter::{
+            builders::{NodeIdFilterBuilder, NodeNameFilterBuilder, NodeTypeFilterBuilder},
+            ops::{NodeFilterOps, NodeIdFilterOps},
+            NodeFilter,
+        },
+        node_state_filter::NodeStateBoolColOp,
+        property_filter::builders::{MetadataFilterBuilder, PropertyFilterBuilder},
+        NodeViewFilterOps, PropertyFilterFactory, ViewWrapOps,
     },
     python::{
         filter::{