diff --git a/Cargo.lock b/Cargo.lock
index 6002209..fdcf06f 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -59,47 +59,48 @@ checksum = "4b46cbb362ab8752921c97e041f5e366ee6297bd428a31275b9fcf1e380f7299"
 
 [[package]]
 name = "anstream"
-version = "0.6.13"
+version = "0.6.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d96bd03f33fe50a863e394ee9718a706f988b9079b20c3784fb726e7678b62fb"
+checksum = "418c75fa768af9c03be99d17643f93f79bbba589895012a80e3452a19ddda15b"
 dependencies = [
  "anstyle",
  "anstyle-parse",
  "anstyle-query",
  "anstyle-wincon",
  "colorchoice",
+ "is_terminal_polyfill",
  "utf8parse",
 ]
 
 [[package]]
 name = "anstyle"
-version = "1.0.6"
+version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8901269c6307e8d93993578286ac0edf7f195079ffff5ebdeea6a59ffb7e36bc"
+checksum = "038dfcf04a5feb68e9c60b21c9625a54c2c0616e79b72b0fd87075a056ae1d1b"
 
 [[package]]
 name = "anstyle-parse"
-version = "0.2.3"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c75ac65da39e5fe5ab759307499ddad880d724eed2f6ce5b5e8a26f4f387928c"
+checksum = "c03a11a9034d92058ceb6ee011ce58af4a9bf61491aa7e1e59ecd24bd40d22d4"
 dependencies = [
  "utf8parse",
 ]
 
 [[package]]
 name = "anstyle-query"
-version = "1.0.2"
+version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e28923312444cdd728e4738b3f9c9cac739500909bb3d3c94b43551b16517648"
+checksum = "a64c907d4e79225ac72e2a354c9ce84d50ebb4586dee56c82b3ee73004f537f5"
 dependencies = [
  "windows-sys 0.52.0",
 ]
 
 [[package]]
 name = "anstyle-wincon"
-version = "3.0.2"
+version = "3.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1cd54b81ec8d6180e24654d0b371ad22fc3dd083b6ff8ba325b72e00c87660a7"
+checksum = "61a38449feb7068f52bb06c12759005cf459ee52bb4adc1d5a7c4322d716fb19"
 dependencies = [
  "anstyle",
  "windows-sys 0.52.0",
@@ -139,14 +140,14 @@ dependencies = [
  "proc-macro2",
  "quote",
  "serde_json",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
 name = "autocfg"
-version = "1.2.0"
+version = "1.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1fdabc7756949593fe60f30ec81974b613357de856987752631dea1e3394c80"
+checksum = "0c4b4d0bd25bd0b74681c0ad21497610ce1b7c91b1022cd21c80c6fbdd9476b0"
 
 [[package]]
 name = "backtrace"
@@ -165,9 +166,9 @@ dependencies = [
 
 [[package]]
 name = "base64"
-version = "0.22.0"
+version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9475866fec1451be56a3c2400fd081ff546538961565ccb5b7142cbd22bc7a51"
+checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
 name = "bincode"
@@ -225,9 +226,9 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
 [[package]]
 name = "cc"
-version = "1.0.94"
+version = "1.0.98"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17f6e324229dc011159fcc089755d1e2e216a90d43a7dea6853ca740b84f35e7"
+checksum = "41c270e7540d725e65ac7f1b212ac8ce349719624d7bcff99f8e2e488e8cf03f"
 
 [[package]]
 name = "cfg-if"
@@ -293,7 +294,7 @@ dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
@@ -315,9 +316,9 @@ dependencies = [
 
 [[package]]
 name = "colorchoice"
-version = "1.0.0"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "acbf1af155f9b9ef647e42cdc158db4b64a1b61f743629225fde6f3e0be2a7c7"
+checksum = "0b6a852b24ab71dffc585bcb46eaf7959d175cb865a7152e35b348d1b2960422"
 
 [[package]]
 name = "core2"
@@ -403,9 +404,9 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.8.19"
+version = "0.8.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "248e3bacc7dc6baa3b21e405ee045c3047101a49145e7e9eca583ab4c2ca5345"
+checksum = "22ec99545bb0ed0ea7bb9b8e1e9122ea386ff8a48c0922e43f36d45ab09e0e80"
 
 [[package]]
 name = "crunchy"
@@ -446,9 +447,9 @@ dependencies = [
 
 [[package]]
 name = "darling"
-version = "0.20.8"
+version = "0.20.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "54e36fcd13ed84ffdfda6f5be89b31287cbb80c439841fe69e04841435464391"
+checksum = "83b2eb4d90d12bdda5ed17de686c2acb4c57914f8f921b8da7e112b5a36f3fe1"
 dependencies = [
  "darling_core",
  "darling_macro",
@@ -456,26 +457,26 @@ dependencies = [
 
 [[package]]
 name = "darling_core"
-version = "0.20.8"
+version = "0.20.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c2cf1c23a687a1feeb728783b993c4e1ad83d99f351801977dd809b48d0a70f"
+checksum = "622687fe0bac72a04e5599029151f5796111b90f1baaa9b544d807a5e31cd120"
 dependencies = [
  "fnv",
  "ident_case",
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
 name = "darling_macro"
-version = "0.20.8"
+version = "0.20.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a668eda54683121533a393014d8692171709ff57a7d61f187b6e782719f8933f"
+checksum = "733cabb43482b1a1b53eee8583c2b9e8684d592215ea83efd305dd31bc2f0178"
 dependencies = [
  "darling_core",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
@@ -494,7 +495,7 @@ dependencies = [
  "hashbrown",
  "lock_api",
  "once_cell",
- "parking_lot_core 0.9.9",
+ "parking_lot_core 0.9.10",
 ]
 
 [[package]]
@@ -510,9 +511,9 @@ dependencies = [
 
 [[package]]
 name = "deunicode"
-version = "1.4.4"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "322ef0094744e63628e6f0eb2295517f79276a5b342a4c2ff3042566ca181d4e"
+checksum = "339544cc9e2c4dc3fc7149fd630c5f22263a4fdf18a98afd0075784968b5cf00"
 
 [[package]]
 name = "digest"
@@ -532,9 +533,9 @@ checksum = "0d6ef0072f8a535281e4876be788938b528e9a1d43900b82c2569af7da799125"
 
 [[package]]
 name = "either"
-version = "1.11.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a47c1c47d2f5964e29c61246e81db715514cd532db6b5116a25ea3c03d6780a2"
+checksum = "3dca9240753cf90908d7e4aac30f630662b02aebaa1b58a3cadabdb23385b58b"
 
 [[package]]
 name = "env_filter"
@@ -567,9 +568,9 @@ checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
 [[package]]
 name = "errno"
-version = "0.3.8"
+version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a258e46cdc063eb8519c00b9fc845fc47bcfca4130e2f08e88665ceda8474245"
+checksum = "534c5cf6194dfab3db3242765c03bbe257cf92f22b38f6bc0c58d59108a820ba"
 dependencies = [
  "libc",
  "windows-sys 0.52.0",
@@ -587,9 +588,9 @@ dependencies = [
 
 [[package]]
 name = "fastrand"
-version = "2.0.2"
+version = "2.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "658bd65b1cf4c852a3cc96f18a8ce7b5640f6b703f905c7d74532294c2a63984"
+checksum = "9fc0510504f03c51ada170672ac806f1f105a88aa97a5281117e1ddc3368e51a"
 
 [[package]]
 name = "flume"
@@ -665,7 +666,7 @@ checksum = "87750cf4b7a4c0625b1529e4c543c2182106e4dedc60a2a6455e00d212c489ac"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
@@ -719,9 +720,9 @@ dependencies = [
 
 [[package]]
 name = "getrandom"
-version = "0.2.14"
+version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94b22e06ecb0110981051723910cbf0b5f5e09a2062dd7663334ee79a9d1286c"
+checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7"
 dependencies = [
  "cfg-if",
  "js-sys",
@@ -754,9 +755,9 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.14.3"
+version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "290f1a1d9242c78d09ce40a5e87e7554ee637af1351968159f4952f028f75604"
+checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
 dependencies = [
  "ahash",
  "allocator-api2",
@@ -804,9 +805,9 @@ dependencies = [
 
 [[package]]
 name = "instant"
-version = "0.1.12"
+version = "0.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a5bbe824c507c5da5956355e86a746d82e0e1464f65d862cc5e71da70e94b2c"
+checksum = "e0242819d153cba4b4b05a5a8f2a7e9bbf97b6055b2a002b395c96b5ff3c0222"
 dependencies = [
  "cfg-if",
 ]
@@ -822,6 +823,12 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
+[[package]]
+name = "is_terminal_polyfill"
+version = "1.70.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f8478577c03552c21db0e2724ffb8986a5ce7af88107e6be5d2ee6e158c12800"
+
 [[package]]
 name = "itertools"
 version = "0.10.5"
@@ -879,9 +886,9 @@ checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
 
 [[package]]
 name = "libc"
-version = "0.2.153"
+version = "0.2.155"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c198f91728a82281a64e1f4f9eeb25d82cb32a5de251c6bd1b5154d63a8e7bd"
+checksum = "97b3888a4aecf77e811145cadf6eef5901f4782c53886191b2f693f24761847c"
 
 [[package]]
 name = "libflate"
@@ -909,9 +916,9 @@ dependencies = [
 
 [[package]]
 name = "libmimalloc-sys"
-version = "0.1.35"
+version = "0.1.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3979b5c37ece694f1f5e51e7ecc871fdb0f517ed04ee45f88d15d6d553cb9664"
+checksum = "0e7bb23d733dfcc8af652a78b7bf232f0e967710d044732185e561e47c0336b6"
 dependencies = [
  "cc",
  "libc",
@@ -933,9 +940,9 @@ dependencies = [
 
 [[package]]
 name = "libz-sys"
-version = "1.1.16"
+version = "1.1.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e143b5e666b2695d28f6bca6497720813f699c9602dd7f5cac91008b8ada7f9"
+checksum = "c15da26e5af7e25c90b37a2d75cdbf940cf4a55316de9d84c679c9b8bfabf82e"
 dependencies = [
  "cc",
  "libc",
@@ -945,15 +952,15 @@ dependencies = [
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.4.13"
+version = "0.4.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "01cda141df6706de531b6c46c3a33ecca755538219bd484262fa09410c13539c"
+checksum = "78b3ae25bc7c8c38cec158d1f2757ee79e9b3740fbc7ccf0e59e4b08d793fa89"
 
 [[package]]
 name = "lock_api"
-version = "0.4.11"
+version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c168f8615b12bc01f9c17e2eb0cc07dcae1940121185446edc3744920e8ef45"
+checksum = "07af8b9cdd281b7915f413fa73f29ebd5d55d0d3f0155584dade1ff18cea1b17"
 dependencies = [
  "autocfg",
  "scopeguard",
@@ -978,24 +985,24 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "86b1293f16528a05b60d2f0114522ed24d6dc16207570bc0c9476bda164b9675"
 dependencies = [
  "once_cell",
- "parking_lot 0.12.1",
+ "parking_lot 0.12.3",
  "thread_local",
 ]
 
 [[package]]
 name = "mimalloc"
-version = "0.1.39"
+version = "0.1.42"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa01922b5ea280a911e323e4d2fd24b7fe5cc4042e0d2cda3c40775cdc4bdc9c"
+checksum = "e9186d86b79b52f4a77af65604b51225e8db1d6ee7e3f41aec1e40829c71a176"
 dependencies = [
  "libmimalloc-sys",
 ]
 
 [[package]]
 name = "miniz_oxide"
-version = "0.7.2"
+version = "0.7.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d811f3e15f28568be3407c8e7fdb6514c1cda3cb30683f15b6a1a1dc4ea14a7"
+checksum = "87dfd01fe195c66b572b37921ad8803d010623c0aca821bea2302239d155cdae"
 dependencies = [
  "adler",
 ]
@@ -1062,9 +1069,9 @@ dependencies = [
 
 [[package]]
 name = "num-traits"
-version = "0.2.18"
+version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da0df0e5185db44f69b44f26786fe401b6c293d1907744beaa7fa62b2e5a517a"
+checksum = "071dfc062690e90b734c0b2273ce72ad0ffa95f0c74596bc250dcfd960262841"
 dependencies = [
  "autocfg",
 ]
@@ -1131,12 +1138,12 @@ dependencies = [
 
 [[package]]
 name = "parking_lot"
-version = "0.12.1"
+version = "0.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3742b2c103b9f06bc9fff0a37ff4912935851bee6d36f3c02bcc755bcfec228f"
+checksum = "f1bf18183cf54e8d6059647fc3063646a1801cf30896933ec2311622cc4b9a27"
 dependencies = [
  "lock_api",
- "parking_lot_core 0.9.9",
+ "parking_lot_core 0.9.10",
 ]
 
 [[package]]
@@ -1155,15 +1162,15 @@ dependencies = [
 
 [[package]]
 name = "parking_lot_core"
-version = "0.9.9"
+version = "0.9.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c42a9226546d68acdd9c0a280d17ce19bfe27a46bf68784e4066115788d008e"
+checksum = "1e401f977ab385c9e4e3ab30627d6f26d00e2c73eef317493c4ec6d468726cf8"
 dependencies = [
  "cfg-if",
  "libc",
- "redox_syscall 0.4.1",
+ "redox_syscall 0.5.1",
  "smallvec",
- "windows-targets 0.48.5",
+ "windows-targets 0.52.5",
 ]
 
 [[package]]
@@ -1186,9 +1193,9 @@ checksum = "d231b230927b5e4ad203db57bbcbee2802f6bce620b1e4a9024a07d94e2907ec"
 
 [[package]]
 name = "plotters"
-version = "0.3.5"
+version = "0.3.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2c224ba00d7cadd4d5c660deaf2098e5e80e07846537c51f9cfa4be50c1fd45"
+checksum = "a15b6eccb8484002195a3e44fe65a4ce8e93a625797a063735536fd59cb01cf3"
 dependencies = [
  "num-traits",
  "plotters-backend",
@@ -1199,15 +1206,15 @@ dependencies = [
 
 [[package]]
 name = "plotters-backend"
-version = "0.3.5"
+version = "0.3.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e76628b4d3a7581389a35d5b6e2139607ad7c75b17aed325f210aa91f4a9609"
+checksum = "414cec62c6634ae900ea1c56128dfe87cf63e7caece0852ec76aba307cebadb7"
 
 [[package]]
 name = "plotters-svg"
-version = "0.3.5"
+version = "0.3.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38f6d39893cca0701371e3c27294f09797214b86f1fb951b89ade8ec04e2abab"
+checksum = "81b30686a7d9c3e010b84284bdd26a29f2138574f52f5eb6f794fc0ad924e705"
 dependencies = [
  "plotters-backend",
 ]
@@ -1220,9 +1227,9 @@ checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.80"
+version = "1.0.84"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a56dea16b0a29e94408b9aa5e2940a4eedbd128a1ba20e8f7ae60fd3d465af0e"
+checksum = "ec96c6a92621310b51366f1e28d05ef11489516e93be030060e5fc12024a49d6"
 dependencies = [
  "unicode-ident",
 ]
@@ -1242,7 +1249,7 @@ dependencies = [
  "ahash",
  "equivalent",
  "hashbrown",
- "parking_lot 0.12.1",
+ "parking_lot 0.12.3",
 ]
 
 [[package]]
@@ -1322,6 +1329,15 @@ dependencies = [
  "bitflags 1.3.2",
 ]
 
+[[package]]
+name = "redox_syscall"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "469052894dcb553421e483e4209ee581a45100d31b4018de03e5a7ad86374a7e"
+dependencies = [
+ "bitflags 2.5.0",
+]
+
 [[package]]
 name = "regex"
 version = "1.10.4"
@@ -1387,7 +1403,7 @@ dependencies = [
  "nanorand",
  "nexmark",
  "once_cell",
- "parking_lot 0.12.1",
+ "parking_lot 0.12.3",
  "quick_cache",
  "rand",
  "regex",
@@ -1415,15 +1431,15 @@ checksum = "3582f63211428f83597b51b2ddb88e2a91a9d52d12831f9d08f5e624e8977422"
 
 [[package]]
 name = "rustc-demangle"
-version = "0.1.23"
+version = "0.1.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d626bb9dae77e28219937af045c257c28bfd3f69333c512553507f5f9798cb76"
+checksum = "719b953e2095829ee67db738b3bfa9fa368c94900df327b3f07fe6e794d2fe1f"
 
 [[package]]
 name = "rustix"
-version = "0.38.32"
+version = "0.38.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65e04861e65f21776e67888bfbea442b3642beaa0138fdb1dd7a84a52dffdb89"
+checksum = "70dc5ec042f7a43c4a73241207cecc9873a06d45debb38b329f8541d85c2730f"
 dependencies = [
  "bitflags 2.5.0",
  "errno",
@@ -1440,9 +1456,9 @@ checksum = "955d28af4278de8121b7ebeb796b6a45735dc01436d898801014aced2773a3d6"
 
 [[package]]
 name = "ryu"
-version = "1.0.17"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e86697c916019a8588c99b5fac3cead74ec0b4b819707a682fd4d23fa0ce1ba1"
+checksum = "f3cb5ba0dc43242ce17de99c180e96db90b235b8a9fdc9543c96d2209116bd9f"
 
 [[package]]
 name = "same-file"
@@ -1461,29 +1477,29 @@ checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
 [[package]]
 name = "serde"
-version = "1.0.197"
+version = "1.0.203"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fb1c873e1b9b056a4dc4c0c198b24c3ffa059243875552b2bd0933b1aee4ce2"
+checksum = "7253ab4de971e72fb7be983802300c30b5a7f0c2e56fab8abfc6a214307c0094"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.197"
+version = "1.0.203"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7eb0b34b42edc17f6b7cac84a52a1c5f0e1bb2227e997ca9011ea3dd34e8610b"
+checksum = "500cbc0ebeb6f46627f50f3f5811ccf6bf00643be300b4c3eabc0ef55dc5b5ba"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.116"
+version = "1.0.117"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e17db7126d17feb94eb3fad46bf1a96b034e8aacbc2e775fe81505f8b0b2813"
+checksum = "455182ea6142b14f93f4bc5320a2b31c1f266b66a4a5c858b013302a5d8cbfc3"
 dependencies = [
  "itoa",
  "ryu",
@@ -1492,9 +1508,9 @@ dependencies = [
 
 [[package]]
 name = "serde_spanned"
-version = "0.6.5"
+version = "0.6.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb3622f419d1296904700073ea6cc23ad690adbd66f13ea683df73298736f0c1"
+checksum = "79e674e01f999af37c49f70a6ede167a8a60b2503e56c5599532a65baa5969a0"
 dependencies = [
  "serde",
 ]
@@ -1542,9 +1558,9 @@ checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67"
 
 [[package]]
 name = "socket2"
-version = "0.5.6"
+version = "0.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05ffd9c0a93b7543e062e759284fcf5f5e3b098501104bfbdde4d404db792871"
+checksum = "ce305eb0b4296696835b71df73eb912e0f1ffd2556a501fcede6e0c50349191c"
 dependencies = [
  "libc",
  "windows-sys 0.52.0",
@@ -1599,7 +1615,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
@@ -1615,9 +1631,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.59"
+version = "2.0.66"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a6531ffc7b071655e4ce2e04bd464c4830bb585a61cabb96cf808f05172615a"
+checksum = "c42f3f41a2de00b01c0aaad383c5a45241efc8b2d1eda5661812fda5f3cdcff5"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1638,22 +1654,22 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "1.0.58"
+version = "1.0.61"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03468839009160513471e86a034bb2c5c0e4baae3b43f79ffc55c4a5427b3297"
+checksum = "c546c80d6be4bc6a00c0f01730c08df82eaa7a7a61f11d656526506112cc1709"
 dependencies = [
  "thiserror-impl",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "1.0.58"
+version = "1.0.61"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c61f3ba182994efc43764a46c018c347bc492c79f024e705f46567b418f6d4f7"
+checksum = "46c3384250002a6d5af4d114f2845d37b57521033f30d5c3f46c4d70e1197533"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
@@ -1701,14 +1717,14 @@ checksum = "5b8a1e28f2deaa14e508979454cb3a223b10b938b45af148bc0986de36f1923b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
 name = "toml"
-version = "0.8.12"
+version = "0.8.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e9dd1545e8208b4a5af1aa9bbd0b4cf7e9ea08fabc5d0a5c67fcaafa17433aa3"
+checksum = "a4e43f8cc456c9704c851ae29c67e17ef65d2c30017c17a9765b89c382dc8bba"
 dependencies = [
  "serde",
  "serde_spanned",
@@ -1718,18 +1734,18 @@ dependencies = [
 
 [[package]]
 name = "toml_datetime"
-version = "0.6.5"
+version = "0.6.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3550f4e9685620ac18a50ed434eb3aec30db8ba93b0287467bca5826ea25baf1"
+checksum = "4badfd56924ae69bcc9039335b2e017639ce3f9b001c393c1b2d1ef846ce2cbf"
 dependencies = [
  "serde",
 ]
 
 [[package]]
 name = "toml_edit"
-version = "0.22.9"
+version = "0.22.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e40bb779c5187258fd7aad0eb68cb8706a0a81fa712fbea808ab43c4b8374c4"
+checksum = "c127785850e8c20836d49732ae6abfa47616e60bf9d9f57c43c250361a9db96c"
 dependencies = [
  "indexmap",
  "serde",
@@ -1758,7 +1774,7 @@ checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
@@ -1813,7 +1829,7 @@ checksum = "f03ca4cb38206e2bef0700092660bb74d696f808514dae47fa1467cbfe26e96e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
 
 [[package]]
@@ -1919,7 +1935,7 @@ dependencies = [
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
  "wasm-bindgen-shared",
 ]
 
@@ -1941,7 +1957,7 @@ checksum = "e94f17b526d0a461a191c78ea52bbce64071ed5c04c9ffe424dcb38f74171bb7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
@@ -1991,11 +2007,11 @@ checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
 
 [[package]]
 name = "winapi-util"
-version = "0.1.6"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f29e6f9198ba0d26b4c9f07dbe6f9ed633e1f3d5b8b414090084349e46a52596"
+checksum = "4d4cc384e1e73b93bafa6fb4f1df8c41695c8a91cf9c4c64358067d15a7b6c6b"
 dependencies = [
- "winapi",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -2145,9 +2161,9 @@ checksum = "bec47e5bfd1bff0eeaf6d8b485cc1074891a197ab4225d504cb7a1ab88b02bf0"
 
 [[package]]
 name = "winnow"
-version = "0.6.6"
+version = "0.6.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0c976aaaa0e1f90dbb21e9587cdaf1d9679a1cde8875c0d6bd83ab96a208352"
+checksum = "c3c52e9c97a68071b23e836c9380edae937f17b9c4667bd021973efc689f618d"
 dependencies = [
  "memchr",
 ]
@@ -2163,20 +2179,20 @@ dependencies = [
 
 [[package]]
 name = "zerocopy"
-version = "0.7.32"
+version = "0.7.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74d4d3961e53fa4c9a25a8637fc2bfaf2595b3d3ae34875568a5cf64787716be"
+checksum = "ae87e3fcd617500e5d106f0380cf7b77f3c6092aae37191433159dda23cfb087"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.7.32"
+version = "0.7.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ce1b18ccd8e73a9321186f97e46f9f04b778851177567b1975109d26a08d2a6"
+checksum = "15e934569e47891f7d9411f1a451d947a60e000ab3bd24fbb970f000387d1b3b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.59",
+ "syn 2.0.66",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 7deb8ed..f3bfc2d 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -34,12 +34,12 @@ nanorand = "0.7.0"
 derivative = "2.2.0"
 
 # serialization
-serde = { version = "1.0.197", features = ["derive"] }
-serde_json = "1.0.116"
+serde = { version = "1.0.203", features = ["derive"] }
+serde_json = "1.0.117"
 bincode = "1.3.3"
-toml = "0.8.12"
+toml = "0.8.13"
 
-thiserror = "1.0.58"
+thiserror = "1.0.61"
 
 # handy iterators functions
 
@@ -52,7 +52,7 @@ whoami = { version = "1.5.1", optional = true }
 shell-escape = { version = "0.1.5", optional = true }
 clap = { version = "4.5.4", features = ["derive"], optional = true }
 sha2 = { version = "0.10.8", optional = true }
-base64 = { version = "0.22.0", optional = true }
+base64 = { version = "0.22.1", optional = true }
 
 # channel implementation
 flume = "0.11.0"
@@ -69,7 +69,7 @@ coarsetime = "0.1.34"
 tokio = { version = "1.37.0", features = ["rt"], default-features = false, optional = true }
 futures = { version = "0.3.30", optional = true }
 
-parking_lot = "0.12.1"
+parking_lot = "0.12.3"
 
 wyhash = "0.5.0"
 fxhash = "0.2.1"
@@ -88,7 +88,7 @@ rand = { version = "0.8.5", features = ["small_rng"] }
 tempfile = "3.10.1"
 criterion = { version = "0.5.1", features = ["html_reports"] }
 fake = "2.9.2"
-mimalloc = { version = "0.1.39", default-features = false }
+mimalloc = { version = "0.1.42", default-features = false }
 tracing-subscriber = "0.3.18"
 itertools = "0.12.1"
 
diff --git a/examples/avro_rw.rs b/examples/avro_rw.rs
index 6add0db..7e3f33a 100644
--- a/examples/avro_rw.rs
+++ b/examples/avro_rw.rs
@@ -7,10 +7,10 @@ use serde::{Deserialize, Serialize};
 
 #[derive(Debug, Parser)]
 struct Options {
-    #[clap(short,long)]
+    #[clap(short, long)]
     input: Option<PathBuf>,
 
-    #[clap(short,long)]
+    #[clap(short, long)]
     output: PathBuf,
 }
 
@@ -30,12 +30,20 @@ fn main() {
     let source = if let Some(input) = opts.input {
         ctx.stream_avro(input).into_boxed()
     } else {
-        ctx.stream_iter((0..100).map(|i| InputType{ s: format!("{i:o}"), num: i })).into_boxed()
+        ctx.stream_iter((0..100).map(|i| InputType {
+            s: format!("{i:o}"),
+            num: i,
+        }))
+        .into_boxed()
     };
 
-    source.inspect(|e| eprintln!("{e:?}"))
-        .map(|mut e| { e.num *= 2; e })
+    source
+        .inspect(|e| eprintln!("{e:?}"))
+        .map(|mut e| {
+            e.num *= 2;
+            e
+        })
         .write_avro(opts.output);
 
     ctx.execute_blocking();
-}
\ No newline at end of file
+}
diff --git a/src/operator/boxed.rs b/src/operator/boxed.rs
index d7e46e7..5a0493e 100644
--- a/src/operator/boxed.rs
+++ b/src/operator/boxed.rs
@@ -48,7 +48,7 @@ where
 }
 
 pub struct BoxedOperator<O> {
-    pub(crate) op: Box<dyn DynOperator<Out=O> + 'static + Send>,
+    pub(crate) op: Box<dyn DynOperator<Out = O> + 'static + Send>,
 }
 
 impl<T> Clone for BoxedOperator<T> {
@@ -66,10 +66,8 @@ impl<T> Display for BoxedOperator<T> {
 }
 
 impl<O: Data> BoxedOperator<O> {
-    pub fn new<Op: Operator<Out=O> + 'static>(op: Op) -> Self {
-        Self {
-            op: Box::new(op),
-        }
+    pub fn new<Op: Operator<Out = O> + 'static>(op: Op) -> Self {
+        Self { op: Box::new(op) }
     }
 }
 
@@ -95,7 +93,7 @@ where
     Op::Out: Clone + Send + 'static,
 {
     /// Erase operator type using dynamic dispatching.
-    /// 
+    ///
     /// Use only when strictly necessary as it is decrimental for performance.
     pub fn into_boxed(self) -> Stream<BoxedOperator<Op::Out>> {
         self.add_operator(|prev| BoxedOperator::new(prev))
diff --git a/src/operator/mod.rs b/src/operator/mod.rs
index 50296d0..52c16dd 100644
--- a/src/operator/mod.rs
+++ b/src/operator/mod.rs
@@ -6,7 +6,6 @@
 use std::fmt::Display;
 use std::hash::Hash;
 use std::ops::{AddAssign, Div};
-use std::path::PathBuf;
 
 use flume::{unbounded, Receiver};
 #[cfg(feature = "tokio")]
@@ -26,7 +25,6 @@ use crate::{BatchMode, KeyedStream, Stream};
 #[cfg(feature = "tokio")]
 use self::map_async::MapAsync;
 use self::map_memo::MapMemo;
-use self::sink::avro::AvroSink;
 use self::sink::collect::Collect;
 use self::sink::collect_channel::CollectChannelSink;
 use self::sink::collect_count::CollectCountSink;
@@ -60,6 +58,7 @@ use self::{
 #[cfg(feature = "timestamp")]
 mod add_timestamps;
 mod batch_mode;
+mod boxed;
 pub(crate) mod end;
 mod filter;
 mod filter_map;
@@ -88,7 +87,6 @@ pub mod source;
 mod start;
 pub mod window;
 mod zip;
-mod boxed;
 
 /// Marker trait that all the types inside a stream should implement.
 pub trait Data: Clone + Send + 'static {}
diff --git a/src/operator/sink/avro.rs b/src/operator/sink/avro.rs
index 91350d3..489cabe 100644
--- a/src/operator/sink/avro.rs
+++ b/src/operator/sink/avro.rs
@@ -3,12 +3,10 @@ use serde::Serialize;
 use std::fmt::Display;
 use std::fs::File;
 use std::io::BufWriter;
-use std::marker::PhantomData;
 use std::path::PathBuf;
 
 use crate::block::{BlockStructure, OperatorKind, OperatorStructure};
-use crate::operator::sink::StreamOutputRef;
-use crate::operator::{ExchangeData, Operator, StreamElement};
+use crate::operator::{Operator, StreamElement};
 use crate::scheduler::ExecutionMetadata;
 use crate::Stream;
 
@@ -67,6 +65,7 @@ where
             .read(true)
             .write(true)
             .create(true)
+            .truncate(true)
             .open(&self.path)
             .unwrap_or_else(|err| {
                 panic!(
@@ -75,7 +74,6 @@ where
                 )
             });
 
-
         let buf_writer = BufWriter::new(file);
         self.writer = Some(buf_writer);
     }
@@ -113,11 +111,11 @@ where
     }
 }
 
-impl<Op: Operator> Stream<Op> where
+impl<Op: Operator> Stream<Op>
+where
     Op: 'static,
-    Op::Out: AvroSchema + Serialize
+    Op::Out: AvroSchema + Serialize,
 {
-    
     /// Apply the given function to all the elements of the stream, consuming the stream.
     ///
     /// ## Example
@@ -131,8 +129,7 @@ impl<Op: Operator> Stream<Op> where
     ///
     /// env.execute_blocking();
     /// ```
-    pub fn write_avro<P: Into<PathBuf>>(self, path: P)
-    {
+    pub fn write_avro<P: Into<PathBuf>>(self, path: P) {
         self.add_operator(|prev| AvroSink::new(prev, path))
             .finalize_block();
     }
diff --git a/src/operator/sink/mod.rs b/src/operator/sink/mod.rs
index 2db1c9d..59b3fcf 100644
--- a/src/operator/sink/mod.rs
+++ b/src/operator/sink/mod.rs
@@ -5,12 +5,12 @@
 
 use std::sync::{Arc, Mutex};
 
+pub(super) mod avro;
 pub(super) mod collect;
 pub(super) mod collect_channel;
 pub(super) mod collect_count;
 pub(super) mod collect_vec;
 pub(super) mod for_each;
-pub(super) mod avro;
 
 pub(crate) type StreamOutputRef<Out> = Arc<Mutex<Option<Out>>>;
 
diff --git a/src/operator/source/avro.rs b/src/operator/source/avro.rs
index 3b87dd6..63eb48d 100644
--- a/src/operator/source/avro.rs
+++ b/src/operator/source/avro.rs
@@ -1,7 +1,6 @@
 use std::fmt::Display;
 use std::fs::File;
-use std::io;
-use std::io::{BufRead, BufReader, Read, Seek, SeekFrom};
+use std::io::BufReader;
 use std::marker::PhantomData;
 use std::path::PathBuf;
 
@@ -85,7 +84,7 @@ impl<Out: Data + for<'a> Deserialize<'a>> Source for AvroSource<Out> {
 impl<Out: Data + for<'a> Deserialize<'a>> Operator for AvroSource<Out> {
     type Out = Out;
 
-    fn setup(&mut self, metadata: &mut ExecutionMetadata) {
+    fn setup(&mut self, _metadata: &mut ExecutionMetadata) {
         // let global_id = metadata.global_id;
         // let instances = metadata.replicas.len();
 
@@ -118,7 +117,10 @@ impl<Out: Data + for<'a> Deserialize<'a>> Operator for AvroSource<Out> {
         match reader.next() {
             Some(Ok(el)) => {
                 tracing::trace!("avro Value: {el:?}");
-                StreamElement::Item(apache_avro::from_value(&el).expect("could not deserialize from avro Value to specified type"))
+                StreamElement::Item(
+                    apache_avro::from_value(&el)
+                        .expect("could not deserialize from avro Value to specified type"),
+                )
             }
             Some(Err(e)) => panic!("Error while reading Aveo file: {:?}", e),
             None => {
@@ -163,14 +165,14 @@ impl crate::StreamContext {
 
 #[cfg(test)]
 mod tests {
-    use std::io::Write;
+    // use std::io::Write;
 
-    use itertools::Itertools;
-    use serde::{Deserialize, Serialize};
-    use tempfile::NamedTempFile;
+    // use itertools::Itertools;
+    // use serde::{Deserialize, Serialize};
+    // use tempfile::NamedTempFile;
 
-    use crate::config::RuntimeConfig;
-    use crate::environment::StreamContext;
+    // use crate::config::RuntimeConfig;
+    // use crate::environment::StreamContext;
     // use crate::operator::source::AvroSource;
 
     // #[test]
diff --git a/src/operator/source/mod.rs b/src/operator/source/mod.rs
index 32e12e9..a4f7640 100644
--- a/src/operator/source/mod.rs
+++ b/src/operator/source/mod.rs
@@ -3,22 +3,22 @@
 pub use self::csv::*;
 #[cfg(feature = "tokio")]
 pub use async_stream::*;
+pub use avro::*;
 pub use channel::*;
 pub use file::*;
 pub use iterator::*;
 pub use parallel_iterator::*;
-pub use avro::*;
 
 use crate::{block::Replication, operator::Operator};
 
 #[cfg(feature = "tokio")]
 mod async_stream;
+mod avro;
 mod channel;
 mod csv;
 mod file;
 mod iterator;
 mod parallel_iterator;
-mod avro;
 
 /// This trait marks all the operators that can be used as sinks.
 pub trait Source: Operator {
diff --git a/tools/plot-profile.ipynb b/tools/plot-profile.ipynb
new file mode 100644
index 0000000..be0599c
--- /dev/null
+++ b/tools/plot-profile.ipynb
@@ -0,0 +1,115 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import seaborn as sns\n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "from matplotlib import ticker\n",
+    "import os\n",
+    "import json\n",
+    "\n",
+    "sns.set_theme(context='paper', style='whitegrid', palette=\"tab10\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "FileNotFoundError",
+     "evalue": "[Errno 2] No such file or directory: '/tmp/renoir/trace/renoir-trace-1712930868.json'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[2], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m path \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/tmp/renoir/trace/renoir-trace-1712930868.json\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m      3\u001b[0m     s \u001b[38;5;241m=\u001b[39m f\u001b[38;5;241m.\u001b[39mread()\n\u001b[1;32m      4\u001b[0m j \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mloads(s)\n",
+      "File \u001b[0;32m~/.venv/lib/python3.11/site-packages/IPython/core/interactiveshell.py:284\u001b[0m, in \u001b[0;36m_modified_open\u001b[0;34m(file, *args, **kwargs)\u001b[0m\n\u001b[1;32m    277\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m file \u001b[38;5;129;01min\u001b[39;00m {\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m2\u001b[39m}:\n\u001b[1;32m    278\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m    279\u001b[0m         \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mIPython won\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mt let you open fd=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mfile\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m by default \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    280\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mas it is likely to crash IPython. If you know what you are doing, \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    281\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124myou can use builtins\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m open.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    282\u001b[0m     )\n\u001b[0;32m--> 284\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mio_open\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfile\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
+      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/tmp/renoir/trace/renoir-trace-1712930868.json'"
+     ]
+    }
+   ],
+   "source": [
+    "path = \"/tmp/renoir/trace/renoir-trace-1712930868.json\"\n",
+    "with open(path, \"r\") as f:\n",
+    "    s = f.read()\n",
+    "j = json.loads(s)\n",
+    "\n",
+    "\n",
+    "# print(j[\"profilers\"])\n",
+    "\n",
+    "df = pd.DataFrame(columns=[\"thread_name\", \"time\", \"link\", \"items_in\", \"items_out\", \"net_messages_in\", \"net_messages_out\", \"bytes_in\", \"bytes_out\"])\n",
+    "\n",
+    "def flatten_measure(profiler, bucket, link):\n",
+    "    d = {\n",
+    "        \"thread_name\": profiler[\"thread_name\"],\n",
+    "        \"time\": bucket[\"start_ms\"],\n",
+    "        \"link\": f\"\"\"{link[\"from\"][\"block_id\"]}.{link[\"from\"][\"host_id\"]}.{link[\"from\"][\"replica_id\"]}-{link[\"to\"][\"block_id\"]}.{link[\"to\"][\"host_id\"]}.{link[\"to\"][\"replica_id\"]}\"\"\",\n",
+    "        \"items_in\": link[\"value\"][\"items_in\"],\n",
+    "        \"items_out\": link[\"value\"][\"items_out\"],\n",
+    "        \"net_messages_in\": link[\"value\"][\"net_messages_in\"],\n",
+    "        \"net_messages_out\": link[\"value\"][\"net_messages_out\"],\n",
+    "        \"bytes_in\": link[\"value\"][\"bytes_in\"],\n",
+    "        \"bytes_out\": link[\"value\"][\"bytes_out\"],\n",
+    "    }\n",
+    "    return d\n",
+    "\n",
+    "i = 0\n",
+    "for prof in j[\"profilers\"]:\n",
+    "    for bucket in prof[\"buckets\"]:\n",
+    "        for link in bucket[\"link_metrics\"]:\n",
+    "            df.loc[i] = flatten_measure(prof, bucket, link)\n",
+    "            i += 1\n",
+    "\n",
+    "print(df.head())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'sns' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[1], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43msns\u001b[49m\u001b[38;5;241m.\u001b[39mrelplot(data\u001b[38;5;241m=\u001b[39mdf, x\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtime\u001b[39m\u001b[38;5;124m\"\u001b[39m, y\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbytes_out\u001b[39m\u001b[38;5;124m\"\u001b[39m, hue\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlink\u001b[39m\u001b[38;5;124m\"\u001b[39m, col\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mthread_name\u001b[39m\u001b[38;5;124m\"\u001b[39m, col_wrap\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m4\u001b[39m)\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'sns' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "sns.relplot(data=df, x=\"time\", y=\"bytes_out\", hue=\"link\", col=\"thread_name\", col_wrap=4)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}