diff --git a/Cargo.lock b/Cargo.lock
index f39ad34..1ccea74 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -148,9 +148,9 @@ dependencies = [
 
 [[package]]
 name = "arrayvec"
-version = "0.7.4"
+version = "0.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96d30a06541fbafbc7f82ed10c06164cfbd2c401138f6addd8404629c4b16711"
+checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "ascii-canvas"
@@ -180,7 +180,7 @@ checksum = "d7ebdfa2ebdab6b1760375fa7d6f382b9f486eac35fc994625a00e89280bdbb7"
 dependencies = [
  "async-task",
  "concurrent-queue",
- "fastrand 2.1.0",
+ "fastrand 2.1.1",
  "futures-lite 2.3.0",
  "slab",
 ]
@@ -193,7 +193,7 @@ checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -210,7 +210,7 @@ checksum = "6e0c28dcc82d7c8ead5cb13beb15405b57b8546e93215673ff8ca0349a028107"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -387,7 +387,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
  "syn_derive",
 ]
 
@@ -421,9 +421,9 @@ dependencies = [
 
 [[package]]
 name = "bytemuck"
-version = "1.16.3"
+version = "1.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "102087e286b4677862ea56cf8fc58bb2cdfa8725c40ffb80fe3a008eb7f2fc83"
+checksum = "6fd4c6dcc3b0aea2f5c0b4b82c2b15fe39ddbc76041a310848f4706edf76bb31"
 
 [[package]]
 name = "byteorder"
@@ -478,9 +478,12 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
 [[package]]
 name = "cc"
-version = "1.1.8"
+version = "1.1.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "504bdec147f2cc13c8b57ed9401fd8a147cc66b67ad5cb241394244f2c947549"
+checksum = "50d2eb3cd3d1bf4529e31c215ee6f93ec5a3d536d9f578f93d9d33ee19562932"
+dependencies = [
+ "shlex",
+]
 
 [[package]]
 name = "cedar-policy"
@@ -605,18 +608,18 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.5.14"
+version = "4.5.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c937d4061031a6d0c8da4b9a4f98a172fc2976dfb1c19213a9cf7d0d3c837e36"
+checksum = "ed6719fffa43d0d87e5fd8caeab59be1554fb028cd30edc88fc4369b17971019"
 dependencies = [
  "clap_builder",
 ]
 
 [[package]]
 name = "clap_builder"
-version = "4.5.14"
+version = "4.5.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85379ba512b21a328adf887e85f7742d12e96eb31f3ef077df4ffc26b506ffed"
+checksum = "216aec2b177652e3846684cbfe25c9964d18ec45234f0f5da5157b207ed1aab6"
 dependencies = [
  "anstyle",
  "clap_lex",
@@ -668,9 +671,9 @@ dependencies = [
 
 [[package]]
 name = "core-foundation-sys"
-version = "0.8.6"
+version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06ea2b9bc92be3c2baa9334a323ebca2d6f074ff852cd1d7b11064035cd3868f"
+checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
 [[package]]
 name = "cpp_demangle"
@@ -683,9 +686,9 @@ dependencies = [
 
 [[package]]
 name = "cpufeatures"
-version = "0.2.12"
+version = "0.2.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53fe5e26ff1b7aef8bca9c6080520cfb8d9333c7568e1829cef191a9723e5504"
+checksum = "51e852e6dc9a5bed1fae92dd2375037bf2b768725bf3be87811edee3249d09ad"
 dependencies = [
  "libc",
 ]
@@ -730,9 +733,9 @@ dependencies = [
 
 [[package]]
 name = "critical-section"
-version = "1.1.2"
+version = "1.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7059fff8937831a9ae6f0fe4d658ffabf58f2ca96aa9dec1c889f936f705f216"
+checksum = "f64009896348fc5af4222e9cf7d7d82a95a256c634ebcf61c53e4ea461422242"
 
 [[package]]
 name = "crossbeam-deque"
@@ -796,7 +799,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -807,7 +810,7 @@ checksum = "d336a2a514f6ccccaa3e09b02d41d35330c07ddf03a62165fcec10bb561c7806"
 dependencies = [
  "darling_core",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -867,13 +870,9 @@ checksum = "339544cc9e2c4dc3fc7149fd630c5f22263a4fdf18a98afd0075784968b5cf00"
 
 [[package]]
 name = "diatomic-waker"
-version = "0.2.0"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92a510eb4dc7fa435297888c00e0f999aa2ee3e920a357221c35ab615a80bbcf"
-dependencies = [
- "loom",
- "waker-fn",
-]
+checksum = "af873b6853650fb206431c52fa7bbf6917146b70a8a9979d6d141f5d5394086b"
 
 [[package]]
 name = "digest"
@@ -1014,9 +1013,9 @@ dependencies = [
 
 [[package]]
 name = "fastrand"
-version = "2.1.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fc0510504f03c51ada170672ac806f1f105a88aa97a5281117e1ddc3368e51a"
+checksum = "e8c02a5121d4ea3eb16a80748c74f5549a5665e4c21333c6098f283870fbdea6"
 
 [[package]]
 name = "findshlibs"
@@ -1182,7 +1181,7 @@ version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "52527eb5074e35e9339c6b4e8d12600c7128b68fb25dcb9fa9dec18f7c25f3a5"
 dependencies = [
- "fastrand 2.1.0",
+ "fastrand 2.1.1",
  "futures-core",
  "futures-io",
  "parking",
@@ -1197,7 +1196,7 @@ checksum = "87750cf4b7a4c0625b1529e4c543c2182106e4dedc60a2a6455e00d212c489ac"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -1239,19 +1238,6 @@ dependencies = [
  "thread_local",
 ]
 
-[[package]]
-name = "generator"
-version = "0.7.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5cc16584ff22b460a382b7feec54b23d2908d858152e5739a120b949293bd74e"
-dependencies = [
- "cc",
- "libc",
- "log",
- "rustversion",
- "windows",
-]
-
 [[package]]
 name = "generic-array"
 version = "0.14.7"
@@ -1350,7 +1336,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http",
- "indexmap 2.3.0",
+ "indexmap 2.4.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -1421,6 +1407,12 @@ version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d231dfb89cfffdbc30e7fc41579ed6066ad03abda9e567ccafae602b97ec5024"
 
+[[package]]
+name = "hermit-abi"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fbf6a919d6cf397374f7dfeeea91d974c7c0a7221d0d0f4f20d859d329e53fcc"
+
 [[package]]
 name = "hex"
 version = "0.4.3"
@@ -1588,9 +1580,9 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.3.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "de3fc2e30ba82dd1b3911c8de1ffc143c74a914a14e99514d7637e3099df5ea0"
+checksum = "93ead53efc7ea8ed3cfb0c79fc8023fbb782a5432b52830b6518941cebe6505c"
 dependencies = [
  "equivalent",
  "hashbrown 0.14.5",
@@ -1645,11 +1637,11 @@ checksum = "8f518f335dce6725a761382244631d86cf0ccb2863413590b31338feb467f9c3"
 
 [[package]]
 name = "is-terminal"
-version = "0.4.12"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f23ff5ef2b80d608d61efee834934d862cd92461afc0560dedf493e4c033738b"
+checksum = "261f68e344040fbd0edea105bef17c66edf46f984ddb1115b775ce31be948f4b"
 dependencies = [
- "hermit-abi",
+ "hermit-abi 0.4.0",
  "libc",
  "windows-sys 0.52.0",
 ]
@@ -1680,9 +1672,9 @@ checksum = "49f1f14873335454500d59611f1cf4a4b0f786f9ac11f4312a78e4cf2566695b"
 
 [[package]]
 name = "js-sys"
-version = "0.3.69"
+version = "0.3.70"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "29c15563dc2726973df627357ce0c9ddddbea194836909d655df6a75d2cf296d"
+checksum = "1868808506b929d7b0cfa8f75951347aa71bb21144b7791bae35d9bccfcfe37a"
 dependencies = [
  "wasm-bindgen",
 ]
@@ -1701,7 +1693,7 @@ dependencies = [
  "petgraph",
  "pico-args",
  "regex",
- "regex-syntax 0.8.4",
+ "regex-syntax",
  "string_cache",
  "term",
  "tiny-keccak",
@@ -1715,7 +1707,7 @@ version = "0.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "507460a910eb7b32ee961886ff48539633b788a36b65692b95f225b844c82553"
 dependencies = [
- "regex-automata 0.4.7",
+ "regex-automata",
 ]
 
 [[package]]
@@ -1738,9 +1730,9 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.155"
+version = "0.2.158"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97b3888a4aecf77e811145cadf6eef5901f4782c53886191b2f693f24761847c"
+checksum = "d8adc4bb1803a324070e64a98ae98f38934d91957a99cfb3a43dcbc01bc56439"
 
 [[package]]
 name = "libm"
@@ -1792,28 +1784,6 @@ version = "0.4.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a7a70ba024b9dc04c27ea2f0c0548feb474ec5c54bba33a7f72f873a39d07b24"
 
-[[package]]
-name = "loom"
-version = "0.5.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff50ecb28bb86013e935fb6683ab1f6d3a20016f123c76fd4c27470076ac30f5"
-dependencies = [
- "cfg-if",
- "generator",
- "scoped-tls",
- "tracing",
- "tracing-subscriber",
-]
-
-[[package]]
-name = "matchers"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8263075bb86c5a1b1427b5ae862e8889656f126e9f77c484496e8b47cf5c5558"
-dependencies = [
- "regex-automata 0.1.10",
-]
-
 [[package]]
 name = "matrixmultiply"
 version = "0.3.9"
@@ -1869,7 +1839,7 @@ checksum = "49e7bc1560b95a3c4a25d03de42fe76ca718ab92d1a22a55b9b4cf67b3ae635c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -1905,11 +1875,11 @@ dependencies = [
 
 [[package]]
 name = "mio"
-version = "1.0.1"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4569e456d394deccd22ce1c1913e6ea0e54519f577285001215d33557431afe4"
+checksum = "80e04d1dcff3aae0704555fe5fee3bcfaf3d1fdf8a7e521d5b9d2b42acb52cec"
 dependencies = [
- "hermit-abi",
+ "hermit-abi 0.3.9",
  "libc",
  "wasi",
  "windows-sys 0.52.0",
@@ -2007,16 +1977,6 @@ dependencies = [
  "minimal-lexical",
 ]
 
-[[package]]
-name = "nu-ansi-term"
-version = "0.46.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77a8165726e8236064dbb45459242600304b42a5ea24ee2948e18e023bf7ba84"
-dependencies = [
- "overload",
- "winapi",
-]
-
 [[package]]
 name = "num-bigint"
 version = "0.4.6"
@@ -2095,7 +2055,7 @@ version = "1.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43"
 dependencies = [
- "hermit-abi",
+ "hermit-abi 0.3.9",
  "libc",
 ]
 
@@ -2147,12 +2107,6 @@ version = "11.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b410bbe7e14ab526a0e86877eb47c6996a2bd7746f027ba551028c925390e4e9"
 
-[[package]]
-name = "overload"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b15813163c1d831bf4a13c3610c05c0d03b39feb07f7e09fa234dac9b15aaf39"
-
 [[package]]
 name = "parking"
 version = "2.2.0"
@@ -2249,7 +2203,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4c5cc86750666a3ed20bdaf5ca2a0344f9c67674cae0515bec2da16fbaa47db"
 dependencies = [
  "fixedbitset",
- "indexmap 2.3.0",
+ "indexmap 2.4.0",
 ]
 
 [[package]]
@@ -2294,7 +2248,7 @@ checksum = "2f38a4412a78282e09a2cf38d195ea5420d15ba0602cb375210efbc877243965"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -2530,9 +2484,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.36"
+version = "1.0.37"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fa76aaf39101c457836aec0ce2316dbdc3ab723cdda1c6bd4e6ad4208acaca7"
+checksum = "b5b9d34b8991d19d98081b46eacdd8eb58c6f2b201139f7c5f643cc155a633af"
 dependencies = [
  "proc-macro2",
 ]
@@ -2636,9 +2590,9 @@ dependencies = [
 
 [[package]]
 name = "redox_users"
-version = "0.4.5"
+version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bd283d9651eeda4b2a83a43c1c91b266c40fd76ecd39a50a8c630ae69dc72891"
+checksum = "ba009ff324d1fc1b900bd1fdb31564febe58a8ccc8a6fdbb93b543d33b13ca43"
 dependencies = [
  "getrandom",
  "libredox",
@@ -2662,7 +2616,7 @@ checksum = "bcc303e793d3734489387d205e9b186fac9c6cfacedd98cbb2e8a5943595f3e6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -2673,17 +2627,8 @@ checksum = "4219d74c6b67a3654a9fbebc4b419e22126d13d2f3c4a07ee0cb61ff79a79619"
 dependencies = [
  "aho-corasick",
  "memchr",
- "regex-automata 0.4.7",
- "regex-syntax 0.8.4",
-]
-
-[[package]]
-name = "regex-automata"
-version = "0.1.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c230d73fb8d8c1b9c0b3135c5142a8acee3a0558fb8db5cf1cb65f8d7862132"
-dependencies = [
- "regex-syntax 0.6.29",
+ "regex-automata",
+ "regex-syntax",
 ]
 
 [[package]]
@@ -2694,15 +2639,9 @@ checksum = "38caf58cc5ef2fed281f89292ef23f6365465ed9a41b7a7754eb4e26496c92df"
 dependencies = [
  "aho-corasick",
  "memchr",
- "regex-syntax 0.8.4",
+ "regex-syntax",
 ]
 
-[[package]]
-name = "regex-syntax"
-version = "0.6.29"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f162c6dd7b008981e4d40210aca20b4bd0f9b60ca9271061b07f78537722f2e1"
-
 [[package]]
 name = "regex-syntax"
 version = "0.8.4"
@@ -2790,7 +2729,7 @@ dependencies = [
  "proc-macro-error",
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -2825,9 +2764,9 @@ dependencies = [
 
 [[package]]
 name = "rkyv"
-version = "0.7.44"
+version = "0.7.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5cba464629b3394fc4dbc6f940ff8f5b4ff5c7aef40f29166fd4ad12acbc99c0"
+checksum = "9008cd6385b9e161d8229e1f6549dd23c3d022f132a2ea37ac3a10ac4935779b"
 dependencies = [
  "bitvec",
  "bytecheck",
@@ -2843,9 +2782,9 @@ dependencies = [
 
 [[package]]
 name = "rkyv_derive"
-version = "0.7.44"
+version = "0.7.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a7dddfff8de25e6f62b9d64e6e432bf1c6736c57d20323e15ee10435fbda7c65"
+checksum = "503d1d27590a2b0a3a4ca4c94755aa2875657196ecbf401a42eff41d7de532c0"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2933,9 +2872,9 @@ dependencies = [
 
 [[package]]
 name = "rust_decimal"
-version = "1.35.0"
+version = "1.36.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1790d1c4c0ca81211399e0e0af16333276f375209e71a37b67698a373db5b47a"
+checksum = "b082d80e3e3cc52b2ed634388d436fe1f4de6af5786cc2de9ba9737527bdf555"
 dependencies = [
  "arrayvec",
  "borsh",
@@ -3045,12 +2984,6 @@ dependencies = [
  "winapi-util",
 ]
 
-[[package]]
-name = "scoped-tls"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1cf6437eb19a8f4a6cc0f7dca544973b0b78843adbfeb3683d1a94a0024a294"
-
 [[package]]
 name = "scopeguard"
 version = "1.2.0"
@@ -3102,31 +3035,31 @@ checksum = "cd0b0ec5f1c1ca621c432a25813d8d60c88abe6d3e08a3eb9cf37d97a0fe3d73"
 
 [[package]]
 name = "serde"
-version = "1.0.205"
+version = "1.0.209"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e33aedb1a7135da52b7c21791455563facbbcc43d0f0f66165b42c21b3dfb150"
+checksum = "99fce0ffe7310761ca6bf9faf5115afbc19688edd00171d81b1bb1b116c63e09"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.205"
+version = "1.0.209"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "692d6f5ac90220161d6774db30c662202721e64aed9058d2c394f451261420c1"
+checksum = "a5831b979fd7b5439637af1752d535ff49f4860c0f341d1baeb6faf0f4242170"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.122"
+version = "1.0.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "784b6203951c57ff748476b126ccb5e8e2959a5c19e5c617ab1956be3dbc68da"
+checksum = "8043c06d9f82bd7271361ed64f415fe5e12a77fdb52e573e7f06a516dea329ad"
 dependencies = [
- "indexmap 2.3.0",
+ "indexmap 2.4.0",
  "itoa",
  "memchr",
  "ryu",
@@ -3155,7 +3088,7 @@ dependencies = [
  "chrono",
  "hex",
  "indexmap 1.9.3",
- "indexmap 2.3.0",
+ "indexmap 2.4.0",
  "serde",
  "serde_derive",
  "serde_json",
@@ -3172,7 +3105,7 @@ dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -3198,13 +3131,10 @@ dependencies = [
 ]
 
 [[package]]
-name = "sharded-slab"
-version = "0.1.7"
+name = "shlex"
+version = "1.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f40ca3c46823713e0d4209592e8d6e826aa57e928f09752619fc696c499637f6"
-dependencies = [
- "lazy_static",
-]
+checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
 
 [[package]]
 name = "signature"
@@ -3304,9 +3234,9 @@ dependencies = [
 
 [[package]]
 name = "spade"
-version = "2.11.0"
+version = "2.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "766195f983f4098dc3bf37fb66bd609f6e6258c4b8db684d05252b2c694cdbcd"
+checksum = "9bd14cf9e23b5241e1b1289ed3b9afc7746c95ead8df52d9254f5ed2d40c561b"
 dependencies = [
  "hashbrown 0.14.5",
  "num-traits",
@@ -3347,15 +3277,15 @@ checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
 
 [[package]]
 name = "stacker"
-version = "0.1.15"
+version = "0.1.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c886bd4480155fd3ef527d45e9ac8dd7118a898a46530b7b94c3e21866259fce"
+checksum = "95a5daa25ea337c85ed954c0496e3bdd2c7308cc3b24cf7b50d04876654c579f"
 dependencies = [
  "cc",
  "cfg-if",
  "libc",
  "psm",
- "winapi",
+ "windows-sys 0.36.1",
 ]
 
 [[package]]
@@ -3409,7 +3339,7 @@ dependencies = [
  "futures 0.3.30",
  "futures-concurrency",
  "geo 0.27.0",
- "indexmap 2.3.0",
+ "indexmap 2.4.0",
  "once_cell",
  "path-clean",
  "pharos",
@@ -3648,9 +3578,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.72"
+version = "2.0.76"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc4b9b9bf2add8093d3f2c0204471e951b2285580335de42f9d2534f3ae7a8af"
+checksum = "578e081a14e0cefc3279b0472138c513f37b41a08d5a3cca9b6e4e8ceb6cd525"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3666,7 +3596,7 @@ dependencies = [
  "proc-macro-error",
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -3709,7 +3639,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "04cbcdd0c794ebb0d4cf35e88edd2f7d2c4c3e9a5a6dab322839b321c6a87a64"
 dependencies = [
  "cfg-if",
- "fastrand 2.1.0",
+ "fastrand 2.1.1",
  "once_cell",
  "rustix",
  "windows-sys 0.59.0",
@@ -3743,7 +3673,7 @@ checksum = "a4558b58466b9ad7ca0f102865eccc95938dca1a74a856f2b57b6629050da261"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -3823,9 +3753,9 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.39.2"
+version = "1.39.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "daa4fb1bc778bd6f04cbfc4bb2d06a7396a8f299dc33ea1900cedaa316f467b1"
+checksum = "9babc99b9923bfa4804bd74722ff02c0381021eafa4db9949217e3be8e84fff5"
 dependencies = [
  "backtrace",
  "bytes 1.7.1",
@@ -3856,7 +3786,7 @@ checksum = "693d596312e88961bc67d7f1f97af8a70227d9f90c31bba5806eec004978d752"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -3909,16 +3839,16 @@ version = "0.21.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a8534fd7f78b5405e860340ad6575217ce99f38d4d5c8f2442cb5ecb50090e1"
 dependencies = [
- "indexmap 2.3.0",
+ "indexmap 2.4.0",
  "toml_datetime",
  "winnow",
 ]
 
 [[package]]
 name = "tower-service"
-version = "0.3.2"
+version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b6bc1c9ce2b5135ac7f93c72918fc37feb872bdc6a5533a8b85eb4b86bfdae52"
+checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
 name = "tracing"
@@ -3939,7 +3869,7 @@ checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
@@ -3949,36 +3879,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54"
 dependencies = [
  "once_cell",
- "valuable",
-]
-
-[[package]]
-name = "tracing-log"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee855f1f400bd0e5c02d150ae5de3840039a3f54b025156404e34c23c03f47c3"
-dependencies = [
- "log",
- "once_cell",
- "tracing-core",
-]
-
-[[package]]
-name = "tracing-subscriber"
-version = "0.3.18"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad0f048c97dbd9faa9b7df56362b8ebcaa52adb06b498c050d2f4e32f90a7a8b"
-dependencies = [
- "matchers",
- "nu-ansi-term",
- "once_cell",
- "regex",
- "sharded-slab",
- "smallvec",
- "thread_local",
- "tracing",
- "tracing-core",
- "tracing-log",
 ]
 
 [[package]]
@@ -4090,9 +3990,9 @@ checksum = "0336d538f7abc86d282a4189614dfaa90810dfc2c6f6427eaf88e16311dd225d"
 
 [[package]]
 name = "unicode-xid"
-version = "0.2.4"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f962df74c8c05a667b5ee8bcf162993134c104e96440b663c8daa176dc772d8c"
+checksum = "229730647fbc343e3a80e463c1db7f78f3855d3f3739bee0dda773c9a037c90a"
 
 [[package]]
 name = "untrusted"
@@ -4140,12 +4040,6 @@ dependencies = [
  "wasm-bindgen",
 ]
 
-[[package]]
-name = "valuable"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
-
 [[package]]
 name = "version_check"
 version = "0.9.5"
@@ -4185,34 +4079,35 @@ checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.92"
+version = "0.2.93"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4be2531df63900aeb2bca0daaaddec08491ee64ceecbee5076636a3b026795a8"
+checksum = "a82edfc16a6c469f5f44dc7b571814045d60404b55a0ee849f9bcfa2e63dd9b5"
 dependencies = [
  "cfg-if",
+ "once_cell",
  "wasm-bindgen-macro",
 ]
 
 [[package]]
 name = "wasm-bindgen-backend"
-version = "0.2.92"
+version = "0.2.93"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "614d787b966d3989fa7bb98a654e369c762374fd3213d212cfc0251257e747da"
+checksum = "9de396da306523044d3302746f1208fa71d7532227f15e347e2d93e4145dd77b"
 dependencies = [
  "bumpalo",
  "log",
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.42"
+version = "0.4.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76bc14366121efc8dbb487ab05bcc9d346b3b5ec0eaa76e46594cabbe51762c0"
+checksum = "61e9300f63a621e96ed275155c108eb6f843b6a26d053f122ab69724559dc8ed"
 dependencies = [
  "cfg-if",
  "js-sys",
@@ -4222,9 +4117,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.92"
+version = "0.2.93"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1f8823de937b71b9460c0c34e25f3da88250760bec0ebac694b49997550d726"
+checksum = "585c4c91a46b072c92e908d99cb1dcdf95c5218eeb6f3bf1efa991ee7a68cccf"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -4232,22 +4127,22 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.92"
+version = "0.2.93"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e94f17b526d0a461a191c78ea52bbce64071ed5c04c9ffe424dcb38f74171bb7"
+checksum = "afc340c74d9005395cf9dd098506f7f44e38f2b4a21c6aaacf9a105ea5e1e836"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.92"
+version = "0.2.93"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af190c94f2773fdb3729c55b007a722abb5384da03bc0986df4c289bf5567e96"
+checksum = "c62a0a307cb4a311d3a07867860911ca130c3494e8c2719593806c08bc5d0484"
 
 [[package]]
 name = "wasm-streams"
@@ -4277,9 +4172,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.69"
+version = "0.3.70"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77afa9a11836342370f4817622a2f0f418b134426d91a82dfb48f532d2ec13ef"
+checksum = "26fdeaafd9bd129f65e7c031593c24d62186301e0c72c8978fa1678be7d532c0"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -4324,6 +4219,7 @@ dependencies = [
  "indicatif",
  "lazy_static",
  "pprof",
+ "rand",
  "serde",
  "serde_json",
  "surrealdb",
@@ -4362,15 +4258,6 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
-[[package]]
-name = "windows"
-version = "0.48.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e686886bc078bc1b0b600cac0147aadb815089b6e4da64016cbd754b6342700f"
-dependencies = [
- "windows-targets 0.48.5",
-]
-
 [[package]]
 name = "windows-core"
 version = "0.52.0"
@@ -4380,6 +4267,19 @@ dependencies = [
  "windows-targets 0.52.6",
 ]
 
+[[package]]
+name = "windows-sys"
+version = "0.36.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ea04155a16a59f9eab786fe12a4a450e75cdb175f9e0d80da1e17db09f55b8d2"
+dependencies = [
+ "windows_aarch64_msvc 0.36.1",
+ "windows_i686_gnu 0.36.1",
+ "windows_i686_msvc 0.36.1",
+ "windows_x86_64_gnu 0.36.1",
+ "windows_x86_64_msvc 0.36.1",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.48.0"
@@ -4450,6 +4350,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.36.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9bb8c3fd39ade2d67e9874ac4f3db21f0d710bee00fe7cab16949ec184eeaa47"
+
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.48.5"
@@ -4462,6 +4368,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
+[[package]]
+name = "windows_i686_gnu"
+version = "0.36.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "180e6ccf01daf4c426b846dfc66db1fc518f074baa793aa7d9b9aaeffad6a3b6"
+
 [[package]]
 name = "windows_i686_gnu"
 version = "0.48.5"
@@ -4480,6 +4392,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
+[[package]]
+name = "windows_i686_msvc"
+version = "0.36.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e2e7917148b2812d1eeafaeb22a97e4813dfa60a3f8f78ebe204bcc88f12f024"
+
 [[package]]
 name = "windows_i686_msvc"
 version = "0.48.5"
@@ -4492,6 +4410,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.36.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4dcd171b8776c41b97521e5da127a2d86ad280114807d0b2ab1e462bc764d9e1"
+
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.48.5"
@@ -4516,6 +4440,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.36.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c811ca4a8c853ef420abd8592ba53ddbbac90410fab6903b3e79972a631f7680"
+
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.48.5"
@@ -4593,7 +4523,7 @@ checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.76",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index 122b210..8c41fe0 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -8,13 +8,14 @@ license = "MIT OR Apache-2.0"
 anyhow = "1.0"
 serde = { version = "1.0", features = ["derive"] }
 serde_json = "1.0"
-surrealdb = "1.5"
+surrealdb = { version = "1.5", features = ["protocol-ws", "kv-mem"] }
 tokio = { version = "1.39", features = ["time"] }
 futures = "0.3"
 wikidata = "1.1"
 bzip2 = { version = "0.4", features = ["tokio"] }
 lazy_static = "1.5"
 indicatif = "0.17"
+rand = "0.8"
 
 [dev-dependencies]
 surrealdb = { version = "1.5", features = ["kv-mem"] }
diff --git a/README.md b/README.md
index e0583d9..04854e1 100644
--- a/README.md
+++ b/README.md
@@ -43,7 +43,7 @@ Create data folder next to docker-compose.yml and .env, place data inside, and s
 `make view`
 
 ## Example .env
-```
+```bash
 DB_USER=root
 DB_PASSWORD=root
 WIKIDATA_LANG=en
@@ -54,6 +54,7 @@ WIKIDATA_DB_PORT=surrealdb:8000
 # true=overwrite existing data, false=skip if already exists
 OVERWRITE_DB=false
 CREATE_MODE=ThreadedSingle
+#FILTER_PATH=../filter.surql
 ```
 
 Env string CREATE_MODE must be in the enum CreateMode
@@ -61,7 +62,9 @@ Env string CREATE_MODE must be in the enum CreateMode
 pub enum CreateMode {
     Single,
     ThreadedSingle,
-    ThreadedBulk, // Buggy
+    ThreadedBulk,
+    // must create a filter.surql file in the root directory
+    BulkFilter,
 }
 ```
 
diff --git a/benches/bench.rs b/benches/bench.rs
index 38b488d..749c3a4 100644
--- a/benches/bench.rs
+++ b/benches/bench.rs
@@ -2,10 +2,7 @@ use anyhow::{Error, Ok, Result};
 use criterion::{criterion_group, criterion_main, Criterion};
 use pprof::criterion::{Output, PProfProfiler};
 use std::{env, time::Duration};
-use surrealdb::{
-    engine::local::{Db, Mem},
-    Surreal,
-};
+use surrealdb::{engine::local::Db, Surreal};
 use tokio::runtime::Runtime;
 
 use wikidata_to_surrealdb::utils::*;
@@ -14,8 +11,7 @@ async fn inti_db() -> Result<Surreal<Db>, Error> {
     env::set_var("WIKIDATA_LANG", "en");
     env::set_var("OVERWRITE_DB", "true");
 
-    let db = Surreal::new::<Mem>(()).await?;
-    db.use_ns("wikidata").use_db("wikidata").await?;
+    let db = create_db_mem().await?;
 
     Ok(db)
 }
diff --git a/flake.lock b/flake.lock
index e43d6e9..5857d83 100644
--- a/flake.lock
+++ b/flake.lock
@@ -3,11 +3,11 @@
     "advisory-db": {
       "flake": false,
       "locked": {
-        "lastModified": 1723137097,
-        "narHash": "sha256-Q/TeuIV610BJ39UkP4zRm6pG6BWEaOCih/WXNR2V9rk=",
+        "lastModified": 1724510776,
+        "narHash": "sha256-K9CHOXzHPfNjZsz3dC9Vhdryz70dyaDTsCjFJHB19xA=",
         "owner": "rustsec",
         "repo": "advisory-db",
-        "rev": "1d209d3f18c740f104380e988b5aa8eb360190d1",
+        "rev": "dd0703e582ab7edc2637bc3385d540c3dbffa0db",
         "type": "github"
       },
       "original": {
@@ -23,11 +23,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1722960479,
-        "narHash": "sha256-NhCkJJQhD5GUib8zN9JrmYGMwt4lCRp6ZVNzIiYCl0Y=",
+        "lastModified": 1724537630,
+        "narHash": "sha256-gpqINM71zp3kw5XYwUXa84ZtPnCmLLnByuFoYesT1bY=",
         "owner": "ipetkov",
         "repo": "crane",
-        "rev": "4c6c77920b8d44cd6660c1621dea6b3fc4b4c4f4",
+        "rev": "3e08f4b1fc9aaede5dd511d8f5f4ef27501e49b0",
         "type": "github"
       },
       "original": {
@@ -44,11 +44,11 @@
         "rust-analyzer-src": []
       },
       "locked": {
-        "lastModified": 1723185066,
-        "narHash": "sha256-u7guFfIrfspwUp6/SEWCDhs2tVoE1fcgft0Fw7LdNEU=",
+        "lastModified": 1724567349,
+        "narHash": "sha256-w2G1EJlGvgRSC1OAm2147mCzlt6ZOWIiqX/TSJUgrGE=",
         "owner": "nix-community",
         "repo": "fenix",
-        "rev": "d5f1b280af93acddbcce948d946bb5db2f8035fe",
+        "rev": "71fe264f6e208831aa0e7e54ad557a283c375014",
         "type": "github"
       },
       "original": {
@@ -77,11 +77,11 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1723151389,
-        "narHash": "sha256-9AVY0ReCmSGXHrlx78+1RrqcDgVSRhHUKDVV1LLBy28=",
+        "lastModified": 1724395761,
+        "narHash": "sha256-zRkDV/nbrnp3Y8oCADf5ETl1sDrdmAW6/bBVJ8EbIdQ=",
         "owner": "NixOS",
         "repo": "nixpkgs",
-        "rev": "13fe00cb6c75461901f072ae62b5805baef9f8b2",
+        "rev": "ae815cee91b417be55d43781eb4b73ae1ecc396c",
         "type": "github"
       },
       "original": {
diff --git a/src/main.rs b/src/main.rs
index 95987a8..db8da2b 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -18,6 +18,7 @@ lazy_static! {
         "Single" => CreateMode::Single,
         "ThreadedSingle" => CreateMode::ThreadedSingle,
         "ThreadedBulk" => CreateMode::ThreadedBulk,
+        "ThreadedBulkFilter" => CreateMode::ThreadedBulkFilter,
         _ => panic!("Unknown CREATE_MODE"),
     };
 }
@@ -27,6 +28,8 @@ pub enum CreateMode {
     Single,
     ThreadedSingle,
     ThreadedBulk,
+    // must create a filter.surql file in the root directory
+    ThreadedBulkFilter,
 }
 
 #[tokio::main]
@@ -86,6 +89,17 @@ async fn main() -> Result<(), Error> {
             )
             .await?;
         }
+        CreateMode::ThreadedBulkFilter => {
+            create_db_entities_threaded(
+                None::<Surreal<Client>>,
+                reader,
+                Some(pb.clone()),
+                500,
+                1_000,
+                CreateVersion::BulkFilter,
+            )
+            .await?;
+        }
     }
 
     pb.finish();
diff --git a/src/utils.rs b/src/utils.rs
index dee9123..8fae6b3 100644
--- a/src/utils.rs
+++ b/src/utils.rs
@@ -3,6 +3,7 @@ use bzip2::read::MultiBzDecoder;
 use futures::future::join_all;
 use indicatif::{ProgressBar, ProgressState, ProgressStyle};
 use lazy_static::lazy_static;
+use rand::{distributions::Alphanumeric, Rng};
 use serde_json::{from_str, Value};
 use std::{
     env,
@@ -10,7 +11,10 @@ use std::{
     io::{BufRead, BufReader},
 };
 use surrealdb::{
-    engine::remote::ws::{Client, Ws},
+    engine::{
+        local::{Db, Mem},
+        remote::ws::{Client, Ws},
+    },
     opt::auth::Root,
     Connection, Surreal,
 };
@@ -29,6 +33,8 @@ lazy_static! {
     static ref DB_PASSWORD: String = env::var("DB_PASSWORD").expect("DB_PASSWORD not set");
     static ref WIKIDATA_DB_PORT: String =
         env::var("WIKIDATA_DB_PORT").expect("WIKIDATA_DB_PORT not set");
+    static ref FILTER_PATH: String =
+        env::var("FILTER_PATH").unwrap_or("../filter.surql".to_string());
 }
 
 #[allow(non_camel_case_types)]
@@ -159,10 +165,39 @@ pub async fn create_db_entities_bulk(
     Ok(())
 }
 
+pub async fn create_db_entities_bulk_filter(
+    db: &Surreal<impl Connection>,
+    lines: &[String],
+    pb: &Option<ProgressBar>,
+    batch_size: usize,
+) -> Result<(), Error> {
+    let db_mem = create_db_mem().await?;
+    create_db_entities_bulk(&db_mem, lines, pb, batch_size).await?;
+
+    let filter = tokio::fs::read_to_string(&*FILTER_PATH).await?;
+    db_mem.query(filter).await?;
+
+    let file_name: String = rand::thread_rng()
+        .sample_iter(&Alphanumeric)
+        .take(30)
+        .map(char::from)
+        .collect();
+
+    db_mem
+        .export(format!("../data/temp/{}.surql", file_name))
+        .await?;
+    db.import(format!("../data/temp{}.surql", file_name))
+        .await?;
+
+    Ok(())
+}
+
 #[derive(Clone, Copy)]
 pub enum CreateVersion {
     Single,
     Bulk,
+    // must create a filter.surql file in the root directory
+    BulkFilter,
 }
 impl CreateVersion {
     pub async fn run(
@@ -177,6 +212,9 @@ impl CreateVersion {
             CreateVersion::Bulk => create_db_entities_bulk(db, chunk, pb, batch_size)
                 .await
                 .is_ok(),
+            CreateVersion::BulkFilter => create_db_entities_bulk_filter(db, chunk, pb, batch_size)
+                .await
+                .is_ok(),
         }
     }
 }
@@ -276,6 +314,12 @@ pub async fn create_db_ws() -> Result<Surreal<Client>, Error> {
     Ok(db)
 }
 
+pub async fn create_db_mem() -> Result<Surreal<Db>, Error> {
+    let db = Surreal::new::<Mem>(()).await?;
+    db.use_ns("wikidata").use_db("wikidata").await?;
+    Ok(db)
+}
+
 pub async fn create_pb() -> ProgressBar {
     let total_size = 110_000_000;
     let pb = ProgressBar::new(total_size);
diff --git a/tests/data/filter.surql b/tests/data/filter.surql
new file mode 100644
index 0000000..e69de29
diff --git a/tests/integration.rs b/tests/integration.rs
index 705804b..7f21e72 100644
--- a/tests/integration.rs
+++ b/tests/integration.rs
@@ -1,9 +1,6 @@
 use anyhow::{Error, Ok, Result};
 use std::{env, io::BufRead};
-use surrealdb::{
-    engine::local::{Db, Mem},
-    Surreal,
-};
+use surrealdb::{engine::local::Db, Surreal};
 
 use wikidata_to_surrealdb::utils::*;
 
@@ -11,8 +8,7 @@ async fn inti_db() -> Result<Surreal<Db>, Error> {
     env::set_var("WIKIDATA_LANG", "en");
     env::set_var("OVERWRITE_DB", "true");
 
-    let db = Surreal::new::<Mem>(()).await?;
-    db.use_ns("wikidata").use_db("wikidata").await?;
+    let db = create_db_mem().await?;
 
     Ok(db)
 }