From f5cc7c6e1627618dc7077af54a9ec27286118ee5 Mon Sep 17 00:00:00 2001
From: alconley <imaconley1@gmail.com>
Date: Sun, 8 Dec 2024 17:17:36 -0500
Subject: [PATCH] Save histograms to root file using pythons uproot 
 modified:   .gitignore 	modified:   Cargo.lock 	modified:   Cargo.toml
 	modified:   src/histoer/histogrammer.rs

---
 .gitignore                  |   3 +-
 Cargo.lock                  | 980 ++++--------------------------------
 Cargo.toml                  |   8 +-
 src/histoer/histogrammer.rs | 199 +++++---
 4 files changed, 225 insertions(+), 965 deletions(-)

diff --git a/.gitignore b/.gitignore
index 9e571de..f5bb61f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,4 +2,5 @@
 /dist
 *.json
 *.yaml
-.venv
\ No newline at end of file
+.venv
+*.root
\ No newline at end of file
diff --git a/Cargo.lock b/Cargo.lock
index 7d9654d..d2b897c 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -229,18 +229,6 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bf7d0a018de4f6aa429b9d33d69edf69072b1c5b1cb8d3e4a5f7ef898fc3eb76"
 
-[[package]]
-name = "arrayref"
-version = "0.3.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76a2e8124351fda1ef8aaaa3bbd7ebbcb486bbcd4225aca0aa0d84bb2db8fecb"
-
-[[package]]
-name = "arrayvec"
-version = "0.7.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
-
 [[package]]
 name = "as-raw-xcb-connection"
 version = "1.0.1"
@@ -456,9 +444,9 @@ dependencies = [
 
 [[package]]
 name = "atoi_simd"
-version = "0.15.6"
+version = "0.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ae037714f313c1353189ead58ef9eec30a8e8dc101b2622d461418fd59e28a9"
+checksum = "4790f9e8961209112beb783d85449b508673cf4a6a419c8449b210743ac4dbe9"
 
 [[package]]
 name = "atomic-waker"
@@ -538,28 +526,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "blake3"
-version = "1.5.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8ee0c1824c4dea5b5f81736aff91bae041d2c07ee1192bec91054e10e3e601e"
-dependencies = [
- "arrayref",
- "arrayvec",
- "cc",
- "cfg-if",
- "constant_time_eq",
-]
-
-[[package]]
-name = "block-buffer"
-version = "0.10.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3078c7629b62d3f0439517fa394996acacc5cbc91c5a20d8c658e77abd503a71"
-dependencies = [
- "generic-array",
-]
-
 [[package]]
 name = "block2"
 version = "0.5.1"
@@ -584,9 +550,9 @@ dependencies = [
 
 [[package]]
 name = "brotli"
-version = "6.0.0"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74f7971dbd9326d58187408ab83117d8ac1bb9c17b085fdacd1cf2f598719b6b"
+checksum = "cc97b8f16f944bba54f0433f07e30be199b6dc2bd25937444bbad560bcea29bd"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -729,15 +695,14 @@ dependencies = [
  "android-tzdata",
  "iana-time-zone",
  "num-traits",
- "serde",
  "windows-targets 0.52.6",
 ]
 
 [[package]]
 name = "chrono-tz"
-version = "0.8.6"
+version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d59ae0466b83e838b81a54256c39d5d7c20b9d7daa10510a242d9b75abd5936e"
+checksum = "cd6dd8046d00723a59a2f8c5f295c515b9bb9a331ee4f8f3d4dd49e428acd3b6"
 dependencies = [
  "chrono",
  "chrono-tz-build",
@@ -746,42 +711,14 @@ dependencies = [
 
 [[package]]
 name = "chrono-tz-build"
-version = "0.2.1"
+version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "433e39f13c9a060046954e0592a8d0a4bcb1040125cbf91cb8ee58964cfb350f"
+checksum = "e94fea34d77a245229e7746bd2beb786cd2a896f306ff491fb8cecb3074b10a7"
 dependencies = [
  "parse-zoneinfo",
- "phf",
  "phf_codegen",
 ]
 
-[[package]]
-name = "ciborium"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42e69ffd6f0917f5c029256a24d0161db17cea3997d185db0d35926308770f0e"
-dependencies = [
- "ciborium-io",
- "ciborium-ll",
- "serde",
-]
-
-[[package]]
-name = "ciborium-io"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05afea1e0a06c9be33d539b876f1ce3692f4afea2cb41f740e7743225ed1c757"
-
-[[package]]
-name = "ciborium-ll"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "57663b653d948a338bfb3eeba9bb2fd5fcfaecb9e199e87e1eda4d9e8b240fd9"
-dependencies = [
- "ciborium-io",
- "half",
-]
-
 [[package]]
 name = "clipboard-win"
 version = "5.4.0"
@@ -857,12 +794,6 @@ dependencies = [
  "crossbeam-utils",
 ]
 
-[[package]]
-name = "constant_time_eq"
-version = "0.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c74b8349d32d297c9134b8c88677813a227df8f779daa29bfc29c183fe3dca6"
-
 [[package]]
 name = "core-foundation"
 version = "0.9.4"
@@ -987,22 +918,6 @@ dependencies = [
  "winapi",
 ]
 
-[[package]]
-name = "crunchy"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
-
-[[package]]
-name = "crypto-common"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
-dependencies = [
- "generic-array",
- "typenum",
-]
-
 [[package]]
 name = "cursor-icon"
 version = "1.1.0"
@@ -1018,16 +933,6 @@ dependencies = [
  "powerfmt",
 ]
 
-[[package]]
-name = "digest"
-version = "0.10.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
-dependencies = [
- "block-buffer",
- "crypto-common",
-]
-
 [[package]]
 name = "dispatch"
 version = "0.2.0"
@@ -1060,12 +965,6 @@ dependencies = [
  "libloading",
 ]
 
-[[package]]
-name = "doc-comment"
-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
-
 [[package]]
 name = "document-features"
 version = "0.2.10"
@@ -1254,9 +1153,6 @@ name = "either"
 version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60b1af1c220855b6ceac025d3f6ecdd2b7c4894bfe9cd9bda4fbb4bc7c0d4cf0"
-dependencies = [
- "serde",
-]
 
 [[package]]
 name = "emath"
@@ -1452,10 +1348,10 @@ dependencies = [
 ]
 
 [[package]]
-name = "fast-float"
-version = "0.2.0"
+name = "fast-float2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95765f67b4b18863968b4a1bd5bb576f732b29a4a28c7cd84c09fa3e2875f33c"
+checksum = "f8eb564c5c7423d25c886fb561d1e4ee69f72354d16918afa32c08811f6b6a55"
 
 [[package]]
 name = "fastrand"
@@ -1488,15 +1384,6 @@ dependencies = [
  "miniz_oxide",
 ]
 
-[[package]]
-name = "float-cmp"
-version = "0.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b09cf3155332e944990140d967ff5eceb70df778b34f77d8075db46e4704e6d8"
-dependencies = [
- "num-traits",
-]
-
 [[package]]
 name = "float_next_after"
 version = "1.0.0"
@@ -1551,16 +1438,6 @@ dependencies = [
  "percent-encoding",
 ]
 
-[[package]]
-name = "fs4"
-version = "0.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8c6b3bd49c37d2aa3f3f2220233b29a7cd23f79d1fe70e5337d25fb390793de"
-dependencies = [
- "rustix",
- "windows-sys 0.52.0",
-]
-
 [[package]]
 name = "futures"
 version = "0.3.31"
@@ -1663,16 +1540,6 @@ dependencies = [
  "slab",
 ]
 
-[[package]]
-name = "generic-array"
-version = "0.14.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85649ca51fd72272d7821adaf274ad91c288277713d9c18820d8499a7ff69e9a"
-dependencies = [
- "typenum",
- "version_check",
-]
-
 [[package]]
 name = "geo"
 version = "0.29.3"
@@ -1837,45 +1704,6 @@ dependencies = [
  "gl_generator",
 ]
 
-[[package]]
-name = "h2"
-version = "0.4.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ccae279728d634d083c00f6099cb58f01cc99c145b84b8be2f6c74618d79922e"
-dependencies = [
- "atomic-waker",
- "bytes",
- "fnv",
- "futures-core",
- "futures-sink",
- "http",
- "indexmap",
- "slab",
- "tokio",
- "tokio-util",
- "tracing",
-]
-
-[[package]]
-name = "half"
-version = "2.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6dd08c532ae367adf81c312a4580bc67f1d0fe8bc9c460520283f4c0ff277888"
-dependencies = [
- "cfg-if",
- "crunchy",
-]
-
-[[package]]
-name = "halfbrown"
-version = "0.2.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8588661a8607108a5ca69cab034063441a0413a0b041c13618a7dd348021ef6f"
-dependencies = [
- "hashbrown 0.14.5",
- "serde",
-]
-
 [[package]]
 name = "hash32"
 version = "0.3.1"
@@ -1920,12 +1748,6 @@ dependencies = [
  "stable_deref_trait",
 ]
 
-[[package]]
-name = "heck"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
-
 [[package]]
 name = "heck"
 version = "0.5.0"
@@ -1953,109 +1775,12 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
-[[package]]
-name = "http"
-version = "1.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f16ca2af56261c99fba8bac40a10251ce8188205a4c448fbb745a2e4daa76fea"
-dependencies = [
- "bytes",
- "fnv",
- "itoa",
-]
-
-[[package]]
-name = "http-body"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184"
-dependencies = [
- "bytes",
- "http",
-]
-
-[[package]]
-name = "http-body-util"
-version = "0.1.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "793429d76616a256bcb62c2a2ec2bed781c8307e797e2598c50010f2bee2544f"
-dependencies = [
- "bytes",
- "futures-util",
- "http",
- "http-body",
- "pin-project-lite",
-]
-
-[[package]]
-name = "httparse"
-version = "1.9.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d71d3574edd2771538b901e6549113b4006ece66150fb69c0fb6d9a2adae946"
-
 [[package]]
 name = "humantime"
 version = "2.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9a3a5bfb195931eeb336b2a7b4d761daec841b97f947d34394601737a7bba5e4"
 
-[[package]]
-name = "hyper"
-version = "1.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97818827ef4f364230e16705d4706e2897df2bb60617d6ca15d598025a3c481f"
-dependencies = [
- "bytes",
- "futures-channel",
- "futures-util",
- "h2",
- "http",
- "http-body",
- "httparse",
- "itoa",
- "pin-project-lite",
- "smallvec",
- "tokio",
- "want",
-]
-
-[[package]]
-name = "hyper-rustls"
-version = "0.27.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08afdbb5c31130e3034af566421053ab03787c640246a446327f550d11bcb333"
-dependencies = [
- "futures-util",
- "http",
- "hyper",
- "hyper-util",
- "rustls",
- "rustls-native-certs",
- "rustls-pki-types",
- "tokio",
- "tokio-rustls",
- "tower-service",
-]
-
-[[package]]
-name = "hyper-util"
-version = "0.1.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df2dcfbe0677734ab2f3ffa7fa7bfd4706bfdc1ef393f2ee30184aed67e631b4"
-dependencies = [
- "bytes",
- "futures-channel",
- "futures-util",
- "http",
- "http-body",
- "hyper",
- "pin-project-lite",
- "socket2",
- "tokio",
- "tower-service",
- "tracing",
-]
-
 [[package]]
 name = "i_float"
 version = "1.6.0"
@@ -2297,12 +2022,6 @@ version = "2.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b248f5224d1d606005e02c97f5aa4e88eeb230488bcc03bc9ca4d7991399f2b5"
 
-[[package]]
-name = "ipnet"
-version = "2.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ddc24109865250148c2e0f3d25d4f0f479571723792d3802153c60922a4fb708"
-
 [[package]]
 name = "is_terminal_polyfill"
 version = "1.70.1"
@@ -2500,31 +2219,12 @@ dependencies = [
  "rawpointer",
 ]
 
-[[package]]
-name = "md-5"
-version = "0.10.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d89e7ee0cfbedfc4da3340218492196241d89eefb6dab27de5df917a6d2e78cf"
-dependencies = [
- "cfg-if",
- "digest",
-]
-
 [[package]]
 name = "memchr"
 version = "2.7.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "78ca9ab1a0babb1e7d5695e3530886289c18cf2f87ec19a575a0abdce112e3a3"
 
-[[package]]
-name = "memmap2"
-version = "0.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f49388d20533534cd19360ad3d6a7dadc885944aa802ba3995040c5ec11288c6"
-dependencies = [
- "libc",
-]
-
 [[package]]
 name = "memmap2"
 version = "0.9.5"
@@ -2984,48 +2684,12 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "object_store"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6da452820c715ce78221e8202ccc599b4a52f3e1eb3eedb487b680c81a8e3f3"
-dependencies = [
- "async-trait",
- "base64 0.22.1",
- "bytes",
- "chrono",
- "futures",
- "humantime",
- "hyper",
- "itertools 0.13.0",
- "md-5",
- "parking_lot",
- "percent-encoding",
- "quick-xml 0.36.2",
- "rand",
- "reqwest",
- "ring",
- "serde",
- "serde_json",
- "snafu",
- "tokio",
- "tracing",
- "url",
- "walkdir",
-]
-
 [[package]]
 name = "once_cell"
 version = "1.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1261fe7e33c73b354eab43b1273a57c8f967d0391e80353e51f764ac02cf6775"
 
-[[package]]
-name = "openssl-probe"
-version = "0.1.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
-
 [[package]]
 name = "orbclient"
 version = "0.3.48"
@@ -3228,9 +2892,9 @@ dependencies = [
 
 [[package]]
 name = "polars"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f65c6aa86d991a64c95416a61202f7952da2f8cccefa448f9a23c1b8f2301ecc"
+checksum = "5f0a108fffe97cb3a79aa87908ac88c56059cf2466e89ae304de163836a853a6"
 dependencies = [
  "getrandom",
  "polars-arrow",
@@ -3248,23 +2912,20 @@ dependencies = [
 
 [[package]]
 name = "polars-arrow"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87dbb24d29ddea5abb73d7954df8b8d3d4bb7f02a3e5c96d1519cdad9e816a3d"
+checksum = "c802be02fec184ca1873d933868c39d5ccd901018dab833c8ddf23749e4df278"
 dependencies = [
  "ahash",
  "atoi",
- "atoi_simd",
  "bytemuck",
  "chrono",
  "chrono-tz",
  "dyn-clone",
  "either",
  "ethnum",
- "fast-float",
  "getrandom",
  "hashbrown 0.15.2",
- "itoa",
  "itoap",
  "lz4",
  "multiversion",
@@ -3274,8 +2935,6 @@ dependencies = [
  "polars-error",
  "polars-schema",
  "polars-utils",
- "ryu",
- "serde",
  "simdutf8",
  "streaming-iterator",
  "strength_reduce",
@@ -3296,25 +2955,31 @@ dependencies = [
 
 [[package]]
 name = "polars-compute"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cbdb1071147452a4c4b25560f23d2fbaffef255b04757291131b22fc2c0d35b2"
+checksum = "92735f5939f97b418954a08d927058fed633792f7bb5292ab73010475b0d8d03"
 dependencies = [
+ "atoi_simd",
  "bytemuck",
+ "chrono",
  "either",
+ "fast-float2",
+ "itoa",
+ "itoap",
  "num-traits",
  "polars-arrow",
  "polars-error",
  "polars-utils",
+ "ryu",
  "strength_reduce",
  "version_check",
 ]
 
 [[package]]
 name = "polars-core"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd5df9b55e614088a3270b06f8649dce76537c268d6b1ca4d9c37008b2be5949"
+checksum = "03c4562086cd2da911a62e8cb25cf10cbf840ac7d77d985ec8a26e7e8e49b684"
 dependencies = [
  "ahash",
  "bitflags 2.6.0",
@@ -3326,6 +2991,7 @@ dependencies = [
  "hashbrown 0.14.5",
  "hashbrown 0.15.2",
  "indexmap",
+ "itoa",
  "num-traits",
  "once_cell",
  "polars-arrow",
@@ -3338,32 +3004,29 @@ dependencies = [
  "rand_distr",
  "rayon",
  "regex",
- "serde",
- "serde_json",
  "strum_macros",
- "thiserror 1.0.69",
+ "thiserror 2.0.4",
  "version_check",
  "xxhash-rust",
 ]
 
 [[package]]
 name = "polars-error"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4643898a644f30c83737db85f942f8c8956b0c11190b39afec745218eae1746b"
+checksum = "d1f394c2c21f1bd3e14b5dfb6a7ebe5f4a5c215c24f74f4e971ccbdce098da63"
 dependencies = [
- "object_store",
  "polars-arrow-format",
  "regex",
  "simdutf8",
- "thiserror 1.0.69",
+ "thiserror 2.0.4",
 ]
 
 [[package]]
 name = "polars-expr"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea1b431ed816cba1120cff200f06b962748001bbb2e615ce53cfbbdf701cc136"
+checksum = "37c7c250b97c42a5195f3da6534727c1b6158ceb0f526d25d02f183b42760e6c"
 dependencies = [
  "ahash",
  "bitflags 2.6.0",
@@ -3385,77 +3048,46 @@ dependencies = [
 
 [[package]]
 name = "polars-io"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2fab2c016635cb416b49461fd6419b0208c6c13a4fd065bd65e4a87dbb66314"
+checksum = "f6d8662f5edb590528fb3bea10b4e7a8ca5387927f38b3a82ae3d772257e6c55"
 dependencies = [
  "ahash",
  "async-trait",
  "atoi_simd",
- "blake3",
  "bytes",
  "chrono",
- "fast-float",
- "fs4",
+ "fast-float2",
  "futures",
  "glob",
  "hashbrown 0.15.2",
  "home",
  "itoa",
  "memchr",
- "memmap2 0.7.1",
+ "memmap2",
  "num-traits",
- "object_store",
  "once_cell",
  "percent-encoding",
  "polars-arrow",
  "polars-core",
  "polars-error",
- "polars-json",
  "polars-parquet",
  "polars-schema",
  "polars-time",
  "polars-utils",
- "pyo3",
  "rayon",
  "regex",
- "reqwest",
  "ryu",
- "serde",
- "serde_json",
- "simd-json",
  "simdutf8",
  "tokio",
  "tokio-util",
- "url",
-]
-
-[[package]]
-name = "polars-json"
-version = "0.44.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d5c8c057ef04feaf34b6ce52096bdea3a766fa4725f50442078c8a4ee86397bf"
-dependencies = [
- "ahash",
- "chrono",
- "fallible-streaming-iterator",
- "hashbrown 0.15.2",
- "indexmap",
- "itoa",
- "num-traits",
- "polars-arrow",
- "polars-error",
- "polars-utils",
- "ryu",
- "simd-json",
- "streaming-iterator",
 ]
 
 [[package]]
 name = "polars-lazy"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a8ca74f42e7b47cad241b36b98d991cc7fbb51b8d0695a055eb937588d1f310"
+checksum = "2080ff9c31975ced0aab4424c557a503e108417342618d506a9120f24e83d83e"
 dependencies = [
  "ahash",
  "bitflags 2.6.0",
@@ -3478,32 +3110,28 @@ dependencies = [
 
 [[package]]
 name = "polars-mem-engine"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a32614e5b52c9b83856d80c7e2880b79d83055bfd59969bd1d0b148f9cfdc7a"
+checksum = "ce2697d14830103d912d7b0cb6dbf2244a5bb0e0760d1828a7bc5fba566a93cb"
 dependencies = [
- "futures",
- "memmap2 0.7.1",
+ "memmap2",
  "polars-arrow",
  "polars-core",
  "polars-error",
  "polars-expr",
  "polars-io",
- "polars-json",
  "polars-ops",
  "polars-plan",
  "polars-time",
  "polars-utils",
- "pyo3",
  "rayon",
- "tokio",
 ]
 
 [[package]]
 name = "polars-ops"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "035c800fbe5bbd820afeb8313713ed345853bb014e0f821a4025d40cf0d60e1a"
+checksum = "24e56e34b484eeb19a486a723525bb0367b2a73ba1d361f1cbe922b0e526f22f"
 dependencies = [
  "ahash",
  "argminmax",
@@ -3526,7 +3154,6 @@ dependencies = [
  "rayon",
  "regex",
  "regex-syntax",
- "serde",
  "strum_macros",
  "unicode-reverse",
  "version_check",
@@ -3534,9 +3161,9 @@ dependencies = [
 
 [[package]]
 name = "polars-parquet"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91dcf1d9f048079376949eaf2e24e240b313ff4a102fb83b57c9a5f807cdca52"
+checksum = "02d683d41c377898b4e982a814e1bc1448b3dc01eedf6ea5a1322f68d56f9414"
 dependencies = [
  "ahash",
  "async-stream",
@@ -3554,7 +3181,6 @@ dependencies = [
  "polars-error",
  "polars-parquet-format",
  "polars-utils",
- "serde",
  "simdutf8",
  "snap",
  "streaming-decompression",
@@ -3573,9 +3199,9 @@ dependencies = [
 
 [[package]]
 name = "polars-pipe"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05936f2b3981eecb2fe74d8ef092bb75a93d2a056b3e4f339f4ac20c71c9e331"
+checksum = "69cf63c2f7988390c6dc895202241431b638d8edcbef36122a0412673ac66fef"
 dependencies = [
  "crossbeam-channel",
  "crossbeam-queue",
@@ -3599,9 +3225,9 @@ dependencies = [
 
 [[package]]
 name = "polars-plan"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "23de436f33f4d1134c58f24e7059a221b957ec20730807e0ef0c80c8e4b3d06a"
+checksum = "2c53fef25e54f0a603923730a8bf5dd65ed991a73bda7fd2f9c9e9ec4f3d71cf"
 dependencies = [
  "ahash",
  "bitflags 2.6.0",
@@ -3609,61 +3235,58 @@ dependencies = [
  "bytes",
  "chrono",
  "chrono-tz",
- "ciborium",
  "either",
- "futures",
  "hashbrown 0.15.2",
- "memmap2 0.7.1",
+ "memmap2",
  "num-traits",
  "once_cell",
  "percent-encoding",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-io",
- "polars-json",
  "polars-ops",
  "polars-parquet",
  "polars-time",
  "polars-utils",
- "pyo3",
  "rayon",
  "recursive",
  "regex",
- "serde",
  "strum_macros",
  "version_check",
 ]
 
 [[package]]
 name = "polars-row"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3823d3de3e614509bba6929798f1f3d5ae05c1cdfc4eb7029d2ec6ad77201da2"
+checksum = "087ac5ef877a56da4e9ef4280e08eb28f7916b2e1c578749798f03928c83ec09"
 dependencies = [
+ "bitflags 2.6.0",
  "bytemuck",
  "polars-arrow",
+ "polars-compute",
  "polars-error",
  "polars-utils",
 ]
 
 [[package]]
 name = "polars-schema"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d88667f770291cefa2e8cd366a54f29dc6fe362e9a263914c903db411a58ac1d"
+checksum = "21aa4bd255619a28b88478c5e683f9988e22a4dc99c62d137bd289479401c4f0"
 dependencies = [
  "indexmap",
  "polars-error",
  "polars-utils",
- "serde",
  "version_check",
 ]
 
 [[package]]
 name = "polars-sql"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69451f08363bb497407f6ebebe00bc01972a51716d20d115b75f9b5326f1f3c8"
+checksum = "f4a8067044d13ed9354a89d2af2aa6f7a9c2bcb1ad1a425cdedd8d492972477d"
 dependencies = [
  "hex",
  "once_cell",
@@ -3683,15 +3306,15 @@ dependencies = [
 
 [[package]]
 name = "polars-stream"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "188622b0a4bc4530cf91a288134254ffa065d18932e261075377914225e757c2"
+checksum = "af1ea6090657846dc88833a9df5d33ae423e76746fd595ef89ef4169cd34a838"
 dependencies = [
  "atomic-waker",
  "crossbeam-deque",
  "crossbeam-utils",
  "futures",
- "memmap2 0.7.1",
+ "memmap2",
  "parking_lot",
  "pin-project-lite",
  "polars-core",
@@ -3699,6 +3322,7 @@ dependencies = [
  "polars-expr",
  "polars-io",
  "polars-mem-engine",
+ "polars-ops",
  "polars-parquet",
  "polars-plan",
  "polars-utils",
@@ -3712,9 +3336,9 @@ dependencies = [
 
 [[package]]
 name = "polars-time"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90f36e4d6b19f2c406faea585b9a1814f422fc5b310f65ccf8a55216df0754ef"
+checksum = "f0753b41e88e0161f1a1e38bfe744936ea377dd4bfe4f0b596e5b9a4d0994cc6"
 dependencies = [
  "atoi",
  "bytemuck",
@@ -3723,20 +3347,20 @@ dependencies = [
  "now",
  "once_cell",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-error",
  "polars-ops",
  "polars-utils",
  "regex",
- "serde",
  "strum_macros",
 ]
 
 [[package]]
 name = "polars-utils"
-version = "0.44.2"
+version = "0.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96186b70bda00c90b5027bf2f69193c5c40571e80d3e8ec505c22cdc8e3e39aa"
+checksum = "a193495a7f88c149b0f5afa8e96a9b41376034a33cbd436a95e86b963cc3e81b"
 dependencies = [
  "ahash",
  "bytemuck",
@@ -3745,14 +3369,13 @@ dependencies = [
  "hashbrown 0.15.2",
  "indexmap",
  "libc",
- "memmap2 0.7.1",
+ "memmap2",
  "num-traits",
  "once_cell",
  "polars-error",
- "pyo3",
+ "rand",
  "raw-cpuid",
  "rayon",
- "serde",
  "stacker",
  "sysinfo",
  "version_check",
@@ -3829,15 +3452,15 @@ dependencies = [
 
 [[package]]
 name = "pyo3"
-version = "0.21.2"
+version = "0.22.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5e00b96a521718e08e03b1a622f01c8a8deb50719335de3f60b3b3950f069d8"
+checksum = "f402062616ab18202ae8319da13fa4279883a2b8a9d9f83f20dbade813ce1884"
 dependencies = [
  "cfg-if",
  "indoc",
  "libc",
  "memoffset",
- "parking_lot",
+ "once_cell",
  "portable-atomic",
  "pyo3-build-config",
  "pyo3-ffi",
@@ -3847,9 +3470,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.21.2"
+version = "0.22.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7883df5835fafdad87c0d888b266c8ec0f4c9ca48a5bed6bbb592e8dedee1b50"
+checksum = "b14b5775b5ff446dd1056212d778012cbe8a0fbffd368029fd9e25b514479c38"
 dependencies = [
  "once_cell",
  "target-lexicon",
@@ -3857,9 +3480,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.21.2"
+version = "0.22.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "01be5843dc60b916ab4dad1dca6d20b9b4e6ddc8e15f50c47fe6d85f1fb97403"
+checksum = "9ab5bcf04a2cdcbb50c7d6105de943f543f9ed92af55818fd17b660390fc8636"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -3867,9 +3490,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.21.2"
+version = "0.22.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77b34069fc0682e11b31dbd10321cbf94808394c56fd996796ce45217dfac53c"
+checksum = "0fd24d897903a9e6d80b968368a34e1525aeb719d568dba8b3d4bfa5dc67d453"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
@@ -3879,11 +3502,11 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.21.2"
+version = "0.22.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08260721f32db5e1a5beae69a55553f56b99bd0e1c3e6e0a5e8851a9d0f5a85c"
+checksum = "36c011a03ba1e50152b4b394b479826cad97e7a21eb52df179cd91ac411cbfbe"
 dependencies = [
- "heck 0.4.1",
+ "heck",
  "proc-macro2",
  "pyo3-build-config",
  "quote",
@@ -3906,59 +3529,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f7649a7b4df05aed9ea7ec6f628c67c9953a43869b8bc50929569b2999d443fe"
 dependencies = [
  "memchr",
- "serde",
-]
-
-[[package]]
-name = "quinn"
-version = "0.11.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62e96808277ec6f97351a2380e6c25114bc9e67037775464979f3037c92d05ef"
-dependencies = [
- "bytes",
- "pin-project-lite",
- "quinn-proto",
- "quinn-udp",
- "rustc-hash",
- "rustls",
- "socket2",
- "thiserror 2.0.4",
- "tokio",
- "tracing",
-]
-
-[[package]]
-name = "quinn-proto"
-version = "0.11.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2fe5ef3495d7d2e377ff17b1a8ce2ee2ec2a18cde8b6ad6619d65d0701c135d"
-dependencies = [
- "bytes",
- "getrandom",
- "rand",
- "ring",
- "rustc-hash",
- "rustls",
- "rustls-pki-types",
- "slab",
- "thiserror 2.0.4",
- "tinyvec",
- "tracing",
- "web-time",
-]
-
-[[package]]
-name = "quinn-udp"
-version = "0.5.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d5a626c6807713b15cac82a6acaccd6043c9a5408c24baae07611fec3f243da"
-dependencies = [
- "cfg_aliases",
- "libc",
- "once_cell",
- "socket2",
- "tracing",
- "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -4089,26 +3659,6 @@ dependencies = [
  "bitflags 2.6.0",
 ]
 
-[[package]]
-name = "ref-cast"
-version = "1.0.23"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ccf0a6f84d5f1d581da8b41b47ec8600871962f2a528115b542b362d4b744931"
-dependencies = [
- "ref-cast-impl",
-]
-
-[[package]]
-name = "ref-cast-impl"
-version = "1.0.23"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bcc303e793d3734489387d205e9b186fac9c6cfacedd98cbb2e8a5943595f3e6"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.90",
-]
-
 [[package]]
 name = "regex"
 version = "1.11.1"
@@ -4138,51 +3688,6 @@ version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c"
 
-[[package]]
-name = "reqwest"
-version = "0.12.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a77c62af46e79de0a562e1a9849205ffcb7fc1238876e9bd743357570e04046f"
-dependencies = [
- "base64 0.22.1",
- "bytes",
- "futures-core",
- "futures-util",
- "h2",
- "http",
- "http-body",
- "http-body-util",
- "hyper",
- "hyper-rustls",
- "hyper-util",
- "ipnet",
- "js-sys",
- "log",
- "mime",
- "once_cell",
- "percent-encoding",
- "pin-project-lite",
- "quinn",
- "rustls",
- "rustls-native-certs",
- "rustls-pemfile",
- "rustls-pki-types",
- "serde",
- "serde_json",
- "serde_urlencoded",
- "sync_wrapper",
- "tokio",
- "tokio-rustls",
- "tokio-util",
- "tower-service",
- "url",
- "wasm-bindgen",
- "wasm-bindgen-futures",
- "wasm-streams",
- "web-sys",
- "windows-registry",
-]
-
 [[package]]
 name = "reverse"
 version = "0.2.2"
@@ -4211,21 +3716,6 @@ dependencies = [
  "windows-sys 0.48.0",
 ]
 
-[[package]]
-name = "ring"
-version = "0.17.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c17fa4cb658e3583423e915b9f3acc01cceaee1860e33d59ebae66adc3a2dc0d"
-dependencies = [
- "cc",
- "cfg-if",
- "getrandom",
- "libc",
- "spin",
- "untrusted",
- "windows-sys 0.52.0",
-]
-
 [[package]]
 name = "robust"
 version = "1.1.0"
@@ -4261,12 +3751,6 @@ version = "0.1.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "719b953e2095829ee67db738b3bfa9fa368c94900df327b3f07fe6e794d2fe1f"
 
-[[package]]
-name = "rustc-hash"
-version = "2.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7fb8039b3032c191086b10f11f319a6e99e1e82889c5cc6046f515c9db1d497"
-
 [[package]]
 name = "rustc_version"
 version = "0.4.1"
@@ -4289,61 +3773,6 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
-[[package]]
-name = "rustls"
-version = "0.23.19"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "934b404430bb06b3fae2cba809eb45a1ab1aecd64491213d7c3301b88393f8d1"
-dependencies = [
- "once_cell",
- "ring",
- "rustls-pki-types",
- "rustls-webpki",
- "subtle",
- "zeroize",
-]
-
-[[package]]
-name = "rustls-native-certs"
-version = "0.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fcff2dd52b58a8d98a70243663a0d234c4e2b79235637849d15913394a247d3"
-dependencies = [
- "openssl-probe",
- "rustls-pki-types",
- "schannel",
- "security-framework",
-]
-
-[[package]]
-name = "rustls-pemfile"
-version = "2.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dce314e5fee3f39953d46bb63bb8a46d40c2f8fb7cc5a3b6cab2bde9721d6e50"
-dependencies = [
- "rustls-pki-types",
-]
-
-[[package]]
-name = "rustls-pki-types"
-version = "1.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "16f1201b3c9a7ee8039bcadc17b7e605e2945b27eee7631788c1bd2b0643674b"
-dependencies = [
- "web-time",
-]
-
-[[package]]
-name = "rustls-webpki"
-version = "0.102.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64ca1bc8749bd4cf37b5ce386cc146580777b4e8572c7b97baf22c83f444bee9"
-dependencies = [
- "ring",
- "rustls-pki-types",
- "untrusted",
-]
-
 [[package]]
 name = "rustversion"
 version = "1.0.18"
@@ -4374,15 +3803,6 @@ dependencies = [
  "winapi-util",
 ]
 
-[[package]]
-name = "schannel"
-version = "0.1.27"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f29ebaa345f945cec9fbbc532eb307f0fdad8161f281b6369539c8d84876b3d"
-dependencies = [
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "scoped-tls"
 version = "1.0.1"
@@ -4395,29 +3815,6 @@ version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
-[[package]]
-name = "security-framework"
-version = "3.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1415a607e92bec364ea2cf9264646dcce0f91e6d65281bd6f2819cca3bf39c8"
-dependencies = [
- "bitflags 2.6.0",
- "core-foundation 0.10.0",
- "core-foundation-sys",
- "libc",
- "security-framework-sys",
-]
-
-[[package]]
-name = "security-framework-sys"
-version = "2.12.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa39c7303dc58b5543c94d22c1766b0d31f2ee58306363ea622b10bbc075eaa2"
-dependencies = [
- "core-foundation-sys",
- "libc",
-]
-
 [[package]]
 name = "semver"
 version = "1.0.23"
@@ -4467,18 +3864,6 @@ dependencies = [
  "syn 2.0.90",
 ]
 
-[[package]]
-name = "serde_urlencoded"
-version = "0.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3491c14715ca2294c4d6a88f15e84739788c1d030eed8c110436aafdaa2f3fd"
-dependencies = [
- "form_urlencoded",
- "itoa",
- "ryu",
- "serde",
-]
-
 [[package]]
 name = "serde_yaml"
 version = "0.9.34+deprecated"
@@ -4526,23 +3911,6 @@ version = "0.3.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d66dc143e6b11c1eddc06d5c423cfc97062865baf299914ab64caa38182078fe"
 
-[[package]]
-name = "simd-json"
-version = "0.14.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa2bcf6c6e164e81bc7a5d49fc6988b3d515d9e8c07457d7b74ffb9324b9cd40"
-dependencies = [
- "ahash",
- "getrandom",
- "halfbrown",
- "once_cell",
- "ref-cast",
- "serde",
- "serde_json",
- "simdutf8",
- "value-trait",
-]
-
 [[package]]
 name = "simdutf8"
 version = "0.1.5"
@@ -4591,7 +3959,7 @@ dependencies = [
  "cursor-icon",
  "libc",
  "log",
- "memmap2 0.9.5",
+ "memmap2",
  "rustix",
  "thiserror 1.0.69",
  "wayland-backend",
@@ -4624,28 +3992,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "snafu"
-version = "0.7.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4de37ad025c587a29e8f3f5605c00f70b98715ef90b9061a815b9e59e9042d6"
-dependencies = [
- "doc-comment",
- "snafu-derive",
-]
-
-[[package]]
-name = "snafu-derive"
-version = "0.7.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "990079665f075b699031e9c08fd3ab99be5029b96f3b78dc0709e8f77e4efebf"
-dependencies = [
- "heck 0.4.1",
- "proc-macro2",
- "quote",
- "syn 1.0.109",
-]
-
 [[package]]
 name = "snap"
 version = "1.1.1"
@@ -4704,17 +4050,11 @@ dependencies = [
  "varpro",
 ]
 
-[[package]]
-name = "spin"
-version = "0.9.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67"
-
 [[package]]
 name = "sqlparser"
-version = "0.49.0"
+version = "0.52.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4a404d0e14905361b918cb8afdb73605e25c1d5029312bd9785142dcb3aa49e"
+checksum = "9a875d8cd437cc8a97e9aeaeea352ec9a19aea99c23e9effb17757291de80b08"
 dependencies = [
  "log",
 ]
@@ -4777,19 +4117,13 @@ version = "0.26.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4c6bee85a5a24955dc440386795aa378cd9cf82acd5f764469152d2270e581be"
 dependencies = [
- "heck 0.5.0",
+ "heck",
  "proc-macro2",
  "quote",
  "rustversion",
  "syn 2.0.90",
 ]
 
-[[package]]
-name = "subtle"
-version = "2.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
-
 [[package]]
 name = "syn"
 version = "1.0.109"
@@ -4812,15 +4146,6 @@ dependencies = [
  "unicode-ident",
 ]
 
-[[package]]
-name = "sync_wrapper"
-version = "1.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0bf256ce5efdfa370213c1dabab5935a12e49f2c58d15e9eac2870d3b4f27263"
-dependencies = [
- "futures-core",
-]
-
 [[package]]
 name = "synstructure"
 version = "0.13.1"
@@ -4856,9 +4181,9 @@ dependencies = [
 
 [[package]]
 name = "sysinfo"
-version = "0.31.4"
+version = "0.32.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "355dbe4f8799b304b05e1b0f05fc59b2a18d36645cf169607da45bde2f69a1be"
+checksum = "4c33cd241af0f2e9e3b5c32163b873b29956890b5342e6745b917ce9d490f4af"
 dependencies = [
  "core-foundation-sys",
  "libc",
@@ -4973,21 +4298,6 @@ dependencies = [
  "zerovec",
 ]
 
-[[package]]
-name = "tinyvec"
-version = "1.8.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "445e881f4f6d382d5f27c034e25eb92edd7c784ceab92a0937db7f2e9471b938"
-dependencies = [
- "tinyvec_macros",
-]
-
-[[package]]
-name = "tinyvec_macros"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
-
 [[package]]
 name = "tokio"
 version = "1.42.0"
@@ -5000,31 +4310,9 @@ dependencies = [
  "mio",
  "pin-project-lite",
  "socket2",
- "tokio-macros",
  "windows-sys 0.52.0",
 ]
 
-[[package]]
-name = "tokio-macros"
-version = "2.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "693d596312e88961bc67d7f1f97af8a70227d9f90c31bba5806eec004978d752"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.90",
-]
-
-[[package]]
-name = "tokio-rustls"
-version = "0.26.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f6d0975eaace0cf0fcadee4e4aaa5da15b5c079146f2cffb67c113be122bf37"
-dependencies = [
- "rustls",
- "tokio",
-]
-
 [[package]]
 name = "tokio-util"
 version = "0.7.13"
@@ -5055,12 +4343,6 @@ dependencies = [
  "winnow",
 ]
 
-[[package]]
-name = "tower-service"
-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
-
 [[package]]
 name = "tracing"
 version = "0.1.41"
@@ -5092,12 +4374,6 @@ dependencies = [
  "once_cell",
 ]
 
-[[package]]
-name = "try-lock"
-version = "0.2.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
-
 [[package]]
 name = "ttf-parser"
 version = "0.25.1"
@@ -5166,12 +4442,6 @@ version = "0.2.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "673aac59facbab8a9007c7f6108d11f63b603f7cabff99fabf650fea5c32b861"
 
-[[package]]
-name = "untrusted"
-version = "0.9.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
-
 [[package]]
 name = "url"
 version = "2.5.4"
@@ -5217,18 +4487,6 @@ dependencies = [
  "getrandom",
 ]
 
-[[package]]
-name = "value-trait"
-version = "0.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9170e001f458781e92711d2ad666110f153e4e50bfd5cbd02db6547625714187"
-dependencies = [
- "float-cmp",
- "halfbrown",
- "itoa",
- "ryu",
-]
-
 [[package]]
 name = "varpro"
 version = "0.10.1"
@@ -5258,15 +4516,6 @@ dependencies = [
  "winapi-util",
 ]
 
-[[package]]
-name = "want"
-version = "0.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
-dependencies = [
- "try-lock",
-]
-
 [[package]]
 name = "wasi"
 version = "0.11.0+wasi-snapshot-preview1"
@@ -5341,19 +4590,6 @@ version = "0.2.97"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6ee99da9c5ba11bd675621338ef6fa52296b76b83305e9b6e5c77d4c286d6d49"
 
-[[package]]
-name = "wasm-streams"
-version = "0.4.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15053d8d85c7eccdbefef60f06769760a563c7f0a9d6902a13d35c7800b0ad65"
-dependencies = [
- "futures-util",
- "js-sys",
- "wasm-bindgen",
- "wasm-bindgen-futures",
- "web-sys",
-]
-
 [[package]]
 name = "wayland-backend"
 version = "0.3.7"
@@ -5569,7 +4805,7 @@ checksum = "d2ed2439a290666cd67ecce2b0ffaad89c2a56b976b736e6ece670297897832d"
 dependencies = [
  "windows-implement",
  "windows-interface",
- "windows-result 0.1.2",
+ "windows-result",
  "windows-targets 0.52.6",
 ]
 
@@ -5595,17 +4831,6 @@ dependencies = [
  "syn 2.0.90",
 ]
 
-[[package]]
-name = "windows-registry"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e400001bb720a623c1c69032f8e3e4cf09984deec740f007dd2b03ec864804b0"
-dependencies = [
- "windows-result 0.2.0",
- "windows-strings",
- "windows-targets 0.52.6",
-]
-
 [[package]]
 name = "windows-result"
 version = "0.1.2"
@@ -5615,25 +4840,6 @@ dependencies = [
  "windows-targets 0.52.6",
 ]
 
-[[package]]
-name = "windows-result"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d1043d8214f791817bab27572aaa8af63732e11bf84aa21a45a78d6c317ae0e"
-dependencies = [
- "windows-targets 0.52.6",
-]
-
-[[package]]
-name = "windows-strings"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4cd9b125c486025df0eabcb585e62173c6c9eddcec5d117d3b6e8c30e2ee4d10"
-dependencies = [
- "windows-result 0.2.0",
- "windows-targets 0.52.6",
-]
-
 [[package]]
 name = "windows-sys"
 version = "0.45.0"
@@ -5869,7 +5075,7 @@ dependencies = [
  "dpi",
  "js-sys",
  "libc",
- "memmap2 0.9.5",
+ "memmap2",
  "ndk",
  "objc2",
  "objc2-app-kit",
@@ -6137,12 +5343,6 @@ dependencies = [
  "synstructure",
 ]
 
-[[package]]
-name = "zeroize"
-version = "1.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
-
 [[package]]
 name = "zerovec"
 version = "0.10.4"
diff --git a/Cargo.toml b/Cargo.toml
index 59b5ee5..7d3ba26 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -7,7 +7,7 @@ rust-version = "1.82.0"
 
 [package.metadata.docs.rs]
 all-features = true
-targets = ["x86_64-unknown-linux-gnu", "wasm32-unknown-unknown"]
+targets = ["x86_64-unknown-linux-gnu"]
 
 [dependencies]
 egui = "0.29.1"
@@ -24,8 +24,8 @@ egui_extras = {version = "0.29.1", features = ["syntect"] }
 egui_file = "0.19"
 epaint = "0.29.1"
 env_logger = "0.11.5"
-polars = { version = "0.44.2", features = ["lazy", "parquet", "performant"] }
-polars-lazy = { version = "0.44.2", features = ["hist"] }
+polars = { version = "0.45.0", features = ["lazy", "parquet", "performant"] }
+polars-lazy = { version = "0.45.0"}
 rayon = "1.10.0"
 rfd = "0.15.1"
 serde_yaml = "0.9.31"
@@ -36,7 +36,7 @@ varpro = "0.10.1"
 nalgebra = "0.33.2"
 compute = "0.2.3"
 find_peaks = "0.1.5"
-pyo3 = { version = "0.21.0", features = ["auto-initialize"] }
+pyo3 = { version = "0.22.0", features = ["auto-initialize"] }
 regex = "1.11.1"
 
 [profile.release]
diff --git a/src/histoer/histogrammer.rs b/src/histoer/histogrammer.rs
index 3b86bc7..92cc07f 100644
--- a/src/histoer/histogrammer.rs
+++ b/src/histoer/histogrammer.rs
@@ -608,6 +608,7 @@ impl Histogrammer {
         }
     }
 
+    #[allow(clippy::type_complexity)]
     pub fn hist1d_data(&self) -> Vec<(String, String, Vec<u64>, u64, u64, (f64, f64))> {
         let mut data = Vec::new();
         for (_id, tile) in self.tree.tiles.iter() {
@@ -631,6 +632,48 @@ impl Histogrammer {
         data
     }
 
+    #[allow(clippy::type_complexity)]
+    pub fn hist2d_data(&self) -> Vec<(String, String, Vec<Vec<u64>>, (f64, f64), (f64, f64))> {
+        let mut data = Vec::new();
+
+        for (_id, tile) in self.tree.tiles.iter() {
+            if let egui_tiles::Tile::Pane(Pane::Histogram2D(hist)) = tile {
+                let hist = hist.lock().unwrap();
+
+                // Use backup bins if available
+                let bins = hist.backup_bins.as_ref().unwrap_or(&hist.bins);
+
+                let mut counts_2d = vec![vec![0; bins.x]; bins.y];
+
+                // Populate the counts, setting empty bins to 0
+                for ((x_idx, y_idx), &count) in &bins.counts {
+                    if *x_idx < bins.x && *y_idx < bins.y {
+                        counts_2d[*y_idx][*x_idx] = count;
+                    }
+                }
+
+                // Extract the range for x and y axes
+                let range_x = (hist.range.x.min, hist.range.x.max);
+                let range_y = (hist.range.y.min, hist.range.y.max);
+
+                // Create a human-readable title from the histogram name
+                let name_parts: Vec<&str> = hist.name.split('/').collect();
+                let title = name_parts.last().unwrap_or(&"").to_string();
+
+                // Add to the data vector
+                data.push((
+                    hist.name.clone(), // Full histogram name
+                    title,             // Human-readable title
+                    counts_2d,         // 2D bin counts
+                    range_x,           // Range for x-axis
+                    range_y,           // Range for y-axis
+                ));
+            }
+        }
+
+        data
+    }
+
     pub fn ui(&mut self, ui: &mut egui::Ui) {
         self.tree.ui(&mut self.behavior, ui);
     }
@@ -660,7 +703,26 @@ impl Histogrammer {
                 ui.separator();
 
                 if ui.button("Create ROOT File").clicked() {
-                    let _ = self.histograms_to_root();
+                    // Use rfd to open a file save dialog
+                    let file_dialog = rfd::FileDialog::new()
+                        .set_title("Save ROOT File")
+                        .set_file_name("output.root")
+                        .add_filter("ROOT file", &["root"])
+                        .save_file();
+
+                    if let Some(path) = file_dialog {
+                        // Convert path to a string and call the function
+                        if let Some(output_file) = path.to_str() {
+                            match self.histograms_to_root(output_file) {
+                                Ok(_) => println!("ROOT file created at: {}", output_file),
+                                Err(e) => eprintln!("Error creating ROOT file: {:?}", e),
+                            }
+                        } else {
+                            eprintln!("Invalid file path selected.");
+                        }
+                    } else {
+                        println!("File save dialog canceled.");
+                    }
                 }
             }
         });
@@ -950,7 +1012,7 @@ impl Histogrammer {
         }
     }
 
-    pub fn histograms_to_root(&mut self) -> PyResult<()> {
+    pub fn histograms_to_root(&mut self, output_file: &str) -> PyResult<()> {
         // python3 -m venv .venv
         // source .venv/bin/activate
         // export PYO3_PYTHON=$(pwd)/.venv/bin/python
@@ -982,7 +1044,7 @@ impl Histogrammer {
 import numpy as np
 import uproot
 
-def write_histograms(output_file, hist1d_data):
+def write_histograms(output_file, hist1d_data, hist2d_data):
     """
     Writes 1D and 2D histograms to a ROOT file.
 
@@ -1042,10 +1104,64 @@ def write_histograms(output_file, hist1d_data):
                 fSumw2=fSumw2,
                 fXaxis=fXaxis
             )
-
-            print(f"1D Histogram '{name}' written successfully.")
             
+        # Write 2D histograms
+        for name, title, bins, range_x, range_y in hist2d_data:
+            bins = np.array(bins, dtype=np.float32)
+            # Flatten the 2D array with added underflow/overflow bins
+            bins_with_overflow = np.zeros((bins.shape[0] + 2, bins.shape[1] + 2), dtype=np.float32)
+            bins_with_overflow[1:-1, 1:-1] = bins
+            data = bins_with_overflow.flatten()
+
+            x_bin_edges = np.linspace(range_x[0], range_x[1], bins.shape[1] + 1)
+            y_bin_edges = np.linspace(range_y[0], range_y[1], bins.shape[0] + 1)
+
+            fXaxis = uproot.writing.identify.to_TAxis(
+                fName="xaxis",
+                fTitle="",
+                fNbins=bins.shape[1],
+                fXmin=range_x[0],
+                fXmax=range_x[1],
+                fXbins=x_bin_edges
+            )
+
+            fYaxis = uproot.writing.identify.to_TAxis(
+                fName="yaxis",
+                fTitle="",
+                fNbins=bins.shape[0],
+                fXmin=range_y[0],
+                fXmax=range_y[1],
+                fXbins=y_bin_edges
+            )
 
+            # Compute required statistical sums
+            x_centers = (x_bin_edges[:-1] + x_bin_edges[1:]) / 2
+            y_centers = (y_bin_edges[:-1] + y_bin_edges[1:]) / 2
+
+            fTsumw = np.sum(bins)
+            fTsumw2 = np.sum(bins**2)
+            fTsumwx = np.sum(bins * x_centers[np.newaxis, :])
+            fTsumwx2 = np.sum(bins * (x_centers[np.newaxis, :]**2))
+            fTsumwy = np.sum(bins * y_centers[:, np.newaxis])
+            fTsumwy2 = np.sum(bins * (y_centers[:, np.newaxis]**2))
+            fTsumwxy = np.sum(bins * x_centers[np.newaxis, :] * y_centers[:, np.newaxis])
+
+            file[name] = uproot.writing.identify.to_TH2x(
+                fName=None,
+                fTitle=title,
+                data=data,
+                fEntries=fTsumw,
+                fTsumw=fTsumw,
+                fTsumw2=fTsumw2,
+                fTsumwx=fTsumwx,
+                fTsumwx2=fTsumwx2,
+                fTsumwy=fTsumwy,
+                fTsumwy2=fTsumwy2,
+                fTsumwxy=fTsumwxy,
+                fSumw2=None,
+                fXaxis=fXaxis,
+                fYaxis=fYaxis
+            )
             
     print(f"All histograms written to '{output_file}'.")
 "#;
@@ -1054,77 +1170,20 @@ def write_histograms(output_file, hist1d_data):
             let module =
                 PyModule::from_code_bound(py, code, "write_histograms.py", "write_histograms")?;
 
-            let output_file = "output.root";
-
             let hist1d_data = self.hist1d_data();
+            let hist2d_data = self.hist2d_data();
 
-            let _result = module
-                .getattr("get_1d_histograms")?
-                .call1((output_file, hist1d_data))?;
+            match module
+                .getattr("write_histograms")?
+                .call1((output_file, hist1d_data, hist2d_data))
+            {
+                Ok(_) => println!("Histograms written successfully."),
+                Err(e) => eprintln!("Error in Python code: {:?}", e),
+            }
 
             Ok(())
         })
     }
-
-    // # Write 2D histograms
-    // for name, title, bins, range_x, range_y in hist2d_data:
-    //     bins = np.array(bins, dtype=np.float32)
-    //     # Flatten the 2D array with added underflow/overflow bins
-    //     bins_with_overflow = np.zeros((bins.shape[0] + 2, bins.shape[1] + 2), dtype=np.float32)
-    //     bins_with_overflow[1:-1, 1:-1] = bins
-    //     data = bins_with_overflow.flatten()
-
-    //     x_bin_edges = np.linspace(range_x[0], range_x[1], bins.shape[1] + 1)
-    //     y_bin_edges = np.linspace(range_y[0], range_y[1], bins.shape[0] + 1)
-
-    //     fXaxis = uproot.writing.identify.to_TAxis(
-    //         fName="xaxis",
-    //         fTitle="X-axis",
-    //         fNbins=bins.shape[1],
-    //         fXmin=range_x[0],
-    //         fXmax=range_x[1],
-    //         fXbins=x_bin_edges
-    //     )
-
-    //     fYaxis = uproot.writing.identify.to_TAxis(
-    //         fName="yaxis",
-    //         fTitle="Y-axis",
-    //         fNbins=bins.shape[0],
-    //         fXmin=range_y[0],
-    //         fXmax=range_y[1],
-    //         fXbins=y_bin_edges
-    //     )
-
-    //     # Compute required statistical sums
-    //     x_centers = (x_bin_edges[:-1] + x_bin_edges[1:]) / 2
-    //     y_centers = (y_bin_edges[:-1] + y_bin_edges[1:]) / 2
-
-    //     fTsumw = np.sum(bins)
-    //     fTsumw2 = np.sum(bins**2)
-    //     fTsumwx = np.sum(bins * x_centers[np.newaxis, :])
-    //     fTsumwx2 = np.sum(bins * (x_centers[np.newaxis, :]**2))
-    //     fTsumwy = np.sum(bins * y_centers[:, np.newaxis])
-    //     fTsumwy2 = np.sum(bins * (y_centers[:, np.newaxis]**2))
-    //     fTsumwxy = np.sum(bins * x_centers[np.newaxis, :] * y_centers[:, np.newaxis])
-
-    //     file[name] = uproot.writing.identify.to_TH2x(
-    //         fName=None,
-    //         fTitle=title,
-    //         data=data,
-    //         fEntries=fTsumw,
-    //         fTsumw=fTsumw,
-    //         fTsumw2=fTsumw2,
-    //         fTsumwx=fTsumwx,
-    //         fTsumwx2=fTsumwx2,
-    //         fTsumwy=fTsumwy,
-    //         fTsumwy2=fTsumwy2,
-    //         fTsumwxy=fTsumwxy,
-    //         fSumw2=None,
-    //         fXaxis=fXaxis,
-    //         fYaxis=fYaxis
-    //     )
-
-    //     print(f"2D Histogram '{name}' written successfully.")
 }
 
 use regex::Regex;