diff --git a/Cargo.lock b/Cargo.lock index a1d31b8..c5654b9 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -60,16 +60,6 @@ version = "0.2.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "bf7d0a018de4f6aa429b9d33d69edf69072b1c5b1cb8d3e4a5f7ef898fc3eb76" -[[package]] -name = "arrow-format" -version = "0.8.1" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "07884ea216994cdc32a2d5f8274a8bee979cfe90274b83f86f440866ee3132c7" -dependencies = [ - "planus", - "serde", -] - [[package]] name = "atoi" version = "2.0.0" @@ -91,6 +81,12 @@ version = "1.1.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa" +[[package]] +name = "base64" +version = "0.21.7" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567" + [[package]] name = "bitflags" version = "1.3.2" @@ -99,9 +95,9 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a" [[package]] name = "bitflags" -version = "2.4.1" +version = "2.4.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "327762f6e5a765692301e5bb513e0d9fef63be86bbc14528052b1cd3e6f03e07" +checksum = "ed570934406eb16438a4e976b1b4500774099c13b8cb96eec99f620f05090ddf" [[package]] name = "bumpalo" @@ -111,9 +107,9 @@ checksum = "7f30e7476521f6f8af1a1c4c0b8cc94f0bee37d91763d0ca2665f299b6cd8aec" [[package]] name = "bytemuck" -version = "1.14.0" +version = "1.14.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "374d28ec25809ee0e23827c2ab573d729e293f281dfe393500e7ad618baa61c6" +checksum = "ed2490600f404f2b94c167e31d3ed1d5f3c225a0f3b80230053b3e0b7b962bd9" dependencies = [ "bytemuck_derive", ] @@ -159,14 +155,36 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd" [[package]] name = "chrono" -version = "0.4.31" +version = "0.4.33" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7f2c685bad3eb3d45a01354cedb7d5faa66194d1d58ba6e267a8de788f79db38" +checksum = "9f13690e35a5e4ace198e7beea2895d29f3a9cc55015fcebe6336bd2010af9eb" dependencies = [ "android-tzdata", "iana-time-zone", "num-traits", - "windows-targets 0.48.5", + "windows-targets 0.52.0", +] + +[[package]] +name = "chrono-tz" +version = "0.8.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "91d7b79e99bfaa0d47da0687c43aa3b7381938a62ad3a6498599039321f660b7" +dependencies = [ + "chrono", + "chrono-tz-build", + "phf", +] + +[[package]] +name = "chrono-tz-build" +version = "0.2.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "433e39f13c9a060046954e0592a8d0a4bcb1040125cbf91cb8ee58964cfb350f" +dependencies = [ + "parse-zoneinfo", + "phf", + "phf_codegen", ] [[package]] @@ -236,7 +254,7 @@ version = "0.27.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "f476fe445d41c9e991fd07515a6f463074b782242ccf4a5b7b1d1012e70824df" dependencies = [ - "bitflags 2.4.1", + "bitflags 2.4.2", "crossterm_winapi", "libc", "parking_lot", @@ -336,6 +354,12 @@ version = "0.4.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8" +[[package]] +name = "hex" +version = "0.4.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70" + [[package]] name = "home" version = "0.5.9" @@ -347,9 +371,9 @@ dependencies = [ [[package]] name = "iana-time-zone" -version = "0.1.59" +version = "0.1.60" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b6a67363e2aa4443928ce15e57ebae94fd8949958fd1223c4cfc0cd473ad7539" +checksum = "e7ffbb5a1b541ea2561f8c41c087286cc091e21e556a4f09a8f6cbf17b69b141" dependencies = [ "android_system_properties", "core-foundation-sys", @@ -370,9 +394,9 @@ dependencies = [ [[package]] name = "indexmap" -version = "2.1.0" +version = "2.2.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d530e1a18b1cb4c484e6e34556a0d948706958449fca0cab753d649f2bce3d1f" +checksum = "824b2ae422412366ba479e8111fd301f7b5faece8149317bb81925979a53f520" dependencies = [ "equivalent", "hashbrown", @@ -396,6 +420,12 @@ version = "1.0.10" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "b1a46d1a171d865aa5f83f92695765caa047a9b4cbae2cbf37dbd613a793fd4c" +[[package]] +name = "itoap" +version = "1.0.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9028f49264629065d057f340a86acb84867925865f73bbf8d47b4d149a7e88b8" + [[package]] name = "jobserver" version = "0.1.27" @@ -407,18 +437,18 @@ dependencies = [ [[package]] name = "js-sys" -version = "0.3.66" +version = "0.3.68" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "cee9c64da59eae3b50095c18d3e74f8b73c0b86d2792824ff01bbce68ba229ca" +checksum = "406cda4b368d531c842222cf9d2600a9a4acce8d29423695379c6868a143a9ee" dependencies = [ "wasm-bindgen", ] [[package]] name = "libc" -version = "0.2.152" +version = "0.2.153" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "13e3bf6590cbc649f4d1a3eefc9d5d6eb746f5200ffb04e5e142700b8faa56e7" +checksum = "9c198f91728a82281a64e1f4f9eeb25d82cb32a5de251c6bd1b5154d63a8e7bd" [[package]] name = "libm" @@ -586,17 +616,64 @@ dependencies = [ "windows-targets 0.48.5", ] +[[package]] +name = "parse-zoneinfo" +version = "0.3.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c705f256449c60da65e11ff6626e0c16a0a0b96aaa348de61376b249bc340f41" +dependencies = [ + "regex", +] + [[package]] name = "percent-encoding" version = "2.3.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e" +[[package]] +name = "phf" +version = "0.11.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ade2d8b8f33c7333b51bcf0428d37e217e9f32192ae4772156f65063b8ce03dc" +dependencies = [ + "phf_shared", +] + +[[package]] +name = "phf_codegen" +version = "0.11.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e8d39688d359e6b34654d328e262234662d16cc0f60ec8dcbe5e718709342a5a" +dependencies = [ + "phf_generator", + "phf_shared", +] + +[[package]] +name = "phf_generator" +version = "0.11.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "48e4cc64c2ad9ebe670cb8fd69dd50ae301650392e81c05f9bfcb2d5bdbc24b0" +dependencies = [ + "phf_shared", + "rand", +] + +[[package]] +name = "phf_shared" +version = "0.11.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "90fcb95eef784c2ac79119d1dd819e162b5da872ce6f3c3abe1e8ca1c082f72b" +dependencies = [ + "siphasher", +] + [[package]] name = "pkg-config" -version = "0.3.28" +version = "0.3.29" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "69d3587f8a9e599cc7ec2c00e331f71c4e69a5f9a4b8a6efd5b07466b9736f9a" +checksum = "2900ede94e305130c13ddd391e0ab7cbaeb783945ae07a279c268cb05109c6cb" [[package]] name = "planus" @@ -609,9 +686,9 @@ dependencies = [ [[package]] name = "polars" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "938048fcda6a8e2ace6eb168bee1b415a92423ce51e418b853bf08fc40349b6b" +checksum = "e43795c49010cb851d45227caa17769e83760e21d260ba6285c563b754e1652f" dependencies = [ "getrandom", "polars-core", @@ -625,15 +702,16 @@ dependencies = [ [[package]] name = "polars-arrow" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ce68a02f698ff7787c261aea1b4c040a8fe183a8fb200e2436d7f35d95a1b86f" +checksum = "faacd21a2548fa6d50c72d6b8d4649a8e029a0f3c6c5545b7f436f0610e49b0f" dependencies = [ "ahash", - "arrow-format", + "atoi", "atoi_simd", "bytemuck", "chrono", + "chrono-tz", "dyn-clone", "either", "ethnum", @@ -642,9 +720,11 @@ dependencies = [ "getrandom", "hashbrown", "itoa", + "itoap", "lz4", "multiversion", "num-traits", + "polars-arrow-format", "polars-error", "polars-utils", "ryu", @@ -655,29 +735,41 @@ dependencies = [ "zstd", ] +[[package]] +name = "polars-arrow-format" +version = "0.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "19b0ef2474af9396b19025b189d96e992311e6a47f90c53cd998b36c4c64b84c" +dependencies = [ + "planus", + "serde", +] + [[package]] name = "polars-compute" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b14fbc5f141b29b656a4cec4802632e5bff10bf801c6809c6bbfbd4078a044dd" +checksum = "32d9dc87f8003ae0edeef5ad9ac92b2a345480bbe17adad64496113ae84706dd" dependencies = [ "bytemuck", "num-traits", "polars-arrow", + "polars-error", "polars-utils", "version_check", ] [[package]] name = "polars-core" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d0f5efe734b6cbe5f97ea769be8360df5324fade396f1f3f5ad7fe9360ca4a23" +checksum = "befd4d280a82219a01035c4f901319ceba65998c594d0c64f9a439cdee1d7777" dependencies = [ "ahash", - "bitflags 2.4.1", + "bitflags 2.4.2", "bytemuck", "chrono", + "chrono-tz", "comfy-table", "either", "hashbrown", @@ -701,11 +793,11 @@ dependencies = [ [[package]] name = "polars-error" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "6396de788f99ebfc9968e7b6f523e23000506cde4ba6dfc62ae4ce949002a886" +checksum = "50f2435b02d1ba36d8c1f6a722cad04e4c0b2705a3112c5706e6960d405d7798" dependencies = [ - "arrow-format", + "polars-arrow-format", "regex", "simdutf8", "thiserror", @@ -713,9 +805,9 @@ dependencies = [ [[package]] name = "polars-ffi" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "060c7321917fea97908b38a10b7468f8e99964bc4d22c95a6e9f657e7e485398" +checksum = "f02331289626c8894e7b68467cd2de84d010f90def9bdd479e00e4fbafced7a9" dependencies = [ "polars-arrow", "polars-core", @@ -723,9 +815,9 @@ dependencies = [ [[package]] name = "polars-io" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7d0458efe8946f4718fd352f230c0db5a37926bd0d2bd25af79dc24746abaaea" +checksum = "b51fba2cf014cb39c2b38353d601540fb9db643be65abb9ca8ff44b9c4c4a88e" dependencies = [ "ahash", "atoi_simd", @@ -753,12 +845,12 @@ dependencies = [ [[package]] name = "polars-lazy" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9d7105b40905bb38e8fc4a7fd736594b7491baa12fad3ac492969ca221a1b5d5" +checksum = "d83343e413346f048f3a5ad07c0ea4b5d0bada701a482878213142970b0ddff8" dependencies = [ "ahash", - "bitflags 2.4.1", + "bitflags 2.4.2", "glob", "once_cell", "polars-arrow", @@ -776,15 +868,19 @@ dependencies = [ [[package]] name = "polars-ops" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "2e09afc456ab11e75e5dcb43e00a01c71f3a46a2781e450054acb6bb096ca78e" +checksum = "6395f5fd5e1adf016fd6403c0a493181c1a349a7a145b2687cdf50a0d630310a" dependencies = [ "ahash", "argminmax", + "base64", "bytemuck", + "chrono", + "chrono-tz", "either", "hashbrown", + "hex", "indexmap", "memchr", "num-traits", @@ -796,14 +892,15 @@ dependencies = [ "rayon", "regex", "smartstring", + "unicode-reverse", "version_check", ] [[package]] name = "polars-pipe" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d9b7ead073cc3917027d77b59861a9f071db47125de9314f8907db1a0a3e4100" +checksum = "390a831b864bc57a4cb260b0595030dfb6a4260a3723cf8ca17968ee2078b8ff" dependencies = [ "crossbeam-channel", "crossbeam-queue", @@ -825,12 +922,13 @@ dependencies = [ [[package]] name = "polars-plan" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "384a175624d050c31c473ee11df9d7af5d729ae626375e522158cfb3d150acd0" +checksum = "7fb7d7527be2aa33baace9000f6772eb9df7cd57ec010a4b273435d2dc1349e8" dependencies = [ "ahash", "bytemuck", + "chrono-tz", "once_cell", "percent-encoding", "polars-arrow", @@ -848,9 +946,9 @@ dependencies = [ [[package]] name = "polars-row" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "32322f7acbb83db3e9c7697dc821be73d06238da89c817dcc8bc1549a5e9c72f" +checksum = "f4984d97aad3d0db92afe76ebcab10b5e37a1216618b5703ae0d2917ccd6168c" dependencies = [ "polars-arrow", "polars-error", @@ -859,10 +957,11 @@ dependencies = [ [[package]] name = "polars-sql" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9f0b4c6ddffdfd0453e84bc3918572c633014d661d166654399cf93752aa95b5" +checksum = "77f62a8b8f93146ec1eb2ef340d77eeb174e8010035e449bfdd424d2b1fd944a" dependencies = [ + "hex", "polars-arrow", "polars-core", "polars-error", @@ -876,12 +975,13 @@ dependencies = [ [[package]] name = "polars-time" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "dee2649fc96bd1b6584e0e4a4b3ca7d22ed3d117a990e63ad438ecb26f7544d0" +checksum = "6d75348a51d0c97f3b83df860ecb35a6ac6c5dafc6278cac4e1ac101d96dc753" dependencies = [ "atoi", "chrono", + "chrono-tz", "now", "once_cell", "polars-arrow", @@ -895,9 +995,9 @@ dependencies = [ [[package]] name = "polars-utils" -version = "0.36.2" +version = "0.37.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b174ca4a77ad47d7b91a0460aaae65bbf874c8bfbaaa5308675dadef3976bbda" +checksum = "38f9c955bb1e9b55d835aeb7fe4e4e8826e01abe5f0ada979ceb7d2b9af7b569" dependencies = [ "ahash", "bytemuck", @@ -931,9 +1031,9 @@ checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de" [[package]] name = "proc-macro2" -version = "1.0.76" +version = "1.0.78" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "95fc56cda0b5c3325f5fbbd7ff9fda9e02bb00bb3dac51252d2f1bfa1cb8cc8c" +checksum = "e2422ad645d89c99f8f3e6b88a9fdeca7fabeac836b1002371c4367c8f984aae" dependencies = [ "unicode-ident", ] @@ -1001,9 +1101,9 @@ dependencies = [ [[package]] name = "pyo3-polars" -version = "0.10.0" +version = "0.11.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b1e983cb07cf665ea6e645ae9263c358062580f23a9aee41618a5706d4a7cc21" +checksum = "7fa311764163c831c75f9ca49499abacbf7ece676cad0b059d962a384aa18224" dependencies = [ "polars", "polars-core", @@ -1018,9 +1118,9 @@ dependencies = [ [[package]] name = "pyo3-polars-derive" -version = "0.4.0" +version = "0.5.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "15a1b2ff4deb2959da411b14e602222e0c7002796df0b5d77486775dc28e25a6" +checksum = "e654e869ba1b0b440dde8e11890fb3578fccd75a4b007672e44eed70071517b4" dependencies = [ "polars-core", "polars-ffi", @@ -1081,9 +1181,9 @@ dependencies = [ [[package]] name = "rayon" -version = "1.8.0" +version = "1.8.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9c27db03db7734835b3f53954b534c91069375ce6ccaa2e065441e07d9b6cdb1" +checksum = "fa7237101a77a10773db45d62004a272517633fbcc3df19d96455ede1122e051" dependencies = [ "either", "rayon-core", @@ -1091,9 +1191,9 @@ dependencies = [ [[package]] name = "rayon-core" -version = "1.12.0" +version = "1.12.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "5ce3fb6ad83f861aac485e76e1985cd109d9a3713802152be56c3b1f0e0658ed" +checksum = "1465873a3dfdaa8ae7cb14b4383657caab0b3e8a0aa9ae8e04b044854c8dfce2" dependencies = [ "crossbeam-deque", "crossbeam-utils", @@ -1110,9 +1210,9 @@ dependencies = [ [[package]] name = "regex" -version = "1.10.2" +version = "1.10.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "380b951a9c5e80ddfd6136919eef32310721aa4aacd4889a8d39124b026ab343" +checksum = "b62dbe01f0b06f9d8dc7d49e05a0785f153b00b2c227856282f671e0318c9b15" dependencies = [ "aho-corasick", "memchr", @@ -1122,9 +1222,9 @@ dependencies = [ [[package]] name = "regex-automata" -version = "0.4.3" +version = "0.4.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "5f804c7828047e88b2d32e2d7fe5a105da8ee3264f01902f796c8e067dc2483f" +checksum = "5bb987efffd3c6d0d8f5f89510bb458559eab11e4f869acb20bf845e016259cd" dependencies = [ "aho-corasick", "memchr", @@ -1157,9 +1257,9 @@ checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49" [[package]] name = "serde" -version = "1.0.195" +version = "1.0.196" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "63261df402c67811e9ac6def069e4786148c4563f4b50fd4bf30aa370d626b02" +checksum = "870026e60fa08c69f064aa766c10f10b1d62db9ccd4d0abb206472bee0ce3b32" dependencies = [ "serde_derive", ] @@ -1179,9 +1279,9 @@ dependencies = [ [[package]] name = "serde_derive" -version = "1.0.195" +version = "1.0.196" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "46fe8f8603d81ba86327b23a2e9cdf49e1255fb94a4c5f297f6ee0547178ea2c" +checksum = "33c85360c95e7d137454dc81d9a4ed2b8efd8fbe19cee57357b32b9771fccb67" dependencies = [ "proc-macro2", "quote", @@ -1190,9 +1290,9 @@ dependencies = [ [[package]] name = "serde_json" -version = "1.0.111" +version = "1.0.113" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "176e46fa42316f18edd598015a5166857fc835ec732f5215eac6b7bdbf0a84f4" +checksum = "69801b70b1c3dac963ecb03a364ba0ceda9cf60c71cfe475e99864759c8b8a79" dependencies = [ "itoa", "ryu", @@ -1205,11 +1305,17 @@ version = "0.1.4" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "f27f6278552951f1f2b8cf9da965d10969b2efdea95a6ec47987ab46edfe263a" +[[package]] +name = "siphasher" +version = "0.3.11" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d" + [[package]] name = "smallvec" -version = "1.11.2" +version = "1.13.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "4dccd0940a2dcdf68d092b8cbab7dc0ad8fa938bf95787e1b916b0e3d0e8e970" +checksum = "e6ecd384b10a64542d77071bd64bd7b231f4ed5940fba55e98c3de13824cf3d7" [[package]] name = "smartstring" @@ -1342,6 +1448,21 @@ version = "1.0.12" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b" +[[package]] +name = "unicode-reverse" +version = "1.0.8" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0bea5dacebb0d2d0a69a6700a05b59b3908bf801bf563a49bd27a1b60122962c" +dependencies = [ + "unicode-segmentation", +] + +[[package]] +name = "unicode-segmentation" +version = "1.10.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1dd624098567895118886609431a7c3b8f516e41d30e0643f03d94592a147e36" + [[package]] name = "unicode-width" version = "0.1.11" @@ -1356,9 +1477,9 @@ checksum = "c7de7d73e1754487cb58364ee906a499937a0dfabd86bcb980fa99ec8c8fa2ce" [[package]] name = "uuid" -version = "1.6.1" +version = "1.7.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "5e395fcf16a7a3d8127ec99782007af141946b4795001f876d54fb0d55978560" +checksum = "f00cc9702ca12d3c81455259621e676d0f7251cec66a21e98fe2e9a37db93b2a" dependencies = [ "getrandom", "rand", @@ -1367,9 +1488,9 @@ dependencies = [ [[package]] name = "uuid-macro-internal" -version = "1.6.1" +version = "1.7.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f49e7f3f3db8040a100710a11932239fd30697115e2ba4107080d8252939845e" +checksum = "7abb14ae1a50dad63eaa768a458ef43d298cd1bd44951677bd10b732a9ba2a2d" dependencies = [ "proc-macro2", "quote", @@ -1390,9 +1511,9 @@ checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423" [[package]] name = "wasm-bindgen" -version = "0.2.89" +version = "0.2.91" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0ed0d4f68a3015cc185aff4db9506a015f4b96f95303897bfa23f846db54064e" +checksum = "c1e124130aee3fb58c5bdd6b639a0509486b0338acaaae0c84a5124b0f588b7f" dependencies = [ "cfg-if", "wasm-bindgen-macro", @@ -1400,9 +1521,9 @@ dependencies = [ [[package]] name = "wasm-bindgen-backend" -version = "0.2.89" +version = "0.2.91" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "1b56f625e64f3a1084ded111c4d5f477df9f8c92df113852fa5a374dbda78826" +checksum = "c9e7e1900c352b609c8488ad12639a311045f40a35491fb69ba8c12f758af70b" dependencies = [ "bumpalo", "log", @@ -1415,9 +1536,9 @@ dependencies = [ [[package]] name = "wasm-bindgen-macro" -version = "0.2.89" +version = "0.2.91" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0162dbf37223cd2afce98f3d0785506dcb8d266223983e4b5b525859e6e182b2" +checksum = "b30af9e2d358182b5c7449424f017eba305ed32a7010509ede96cdc4696c46ed" dependencies = [ "quote", "wasm-bindgen-macro-support", @@ -1425,9 +1546,9 @@ dependencies = [ [[package]] name = "wasm-bindgen-macro-support" -version = "0.2.89" +version = "0.2.91" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f0eb82fcb7930ae6219a7ecfd55b217f5f0893484b7a13022ebb2b2bf20b5283" +checksum = "642f325be6301eb8107a83d12a8ac6c1e1c54345a7ef1a9261962dfefda09e66" dependencies = [ "proc-macro2", "quote", @@ -1438,9 +1559,9 @@ dependencies = [ [[package]] name = "wasm-bindgen-shared" -version = "0.2.89" +version = "0.2.91" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7ab9b36309365056cd639da3134bf87fa8f3d86008abf99e612384a6eecd459f" +checksum = "4f186bd2dcf04330886ce82d6f33dd75a7bfcf69ecf5763b89fcde53b6ac9838" [[package]] name = "winapi" diff --git a/README.md b/README.md index 16e06f3..ed7a1cf 100644 --- a/README.md +++ b/README.md @@ -18,7 +18,7 @@ pl.__version__ - '0.20.3' + '0.20.7' @@ -29,7 +29,7 @@ pl.__version__ df = pl.DataFrame({ 'Random numbers': np.random.rand(10000000), 'A string column': "value", -}).with_row_count() +}).with_row_index() df.tail() ``` @@ -43,7 +43,7 @@ df.tail() white-space: pre-wrap; } -shape: (5, 3)
row_nrRandom numbersA string column
u32f64str
99999950.410216"value"
99999960.072977"value"
99999970.763713"value"
99999980.536438"value"
99999990.703031"value"
+shape: (5, 3)
indexRandom numbersA string column
u32f64str
99999950.342875"value"
99999960.283626"value"
99999970.91639"value"
99999980.299616"value"
99999990.460211"value"
@@ -65,7 +65,7 @@ df.uuid.with_uuid4() white-space: pre-wrap; } -shape: (10_000_000, 4)
row_nrRandom numbersA string columnuuid
u32f64strstr
00.758339"value""{3952aa21-0957…
10.04649"value""{0708f057-7e56…
20.498708"value""{e655242c-cad8…
30.726538"value""{dc0d153c-71bd…
40.161975"value""{efef8d80-b8d0…
50.391948"value""{6b8f3261-3554…
60.341304"value""{5b1b6c85-96dd…
70.965395"value""{414e16d9-5c73…
80.689368"value""{ccbacf05-2857…
90.628131"value""{cb402ac3-3bfe…
100.643579"value""{5ba78915-fff1…
110.939639"value""{262364fb-534d…
…………
99999880.512794"value""{c67f2d3b-fd65…
99999890.108904"value""{7107720a-9b12…
99999900.834744"value""{8447f2f4-b763…
99999910.987605"value""{aae4b490-ba50…
99999920.973912"value""{aa698d5c-6970…
99999930.82106"value""{59cf6971-aae2…
99999940.080472"value""{c5d4edc6-68d4…
99999950.410216"value""{e6619727-4d97…
99999960.072977"value""{dc162d63-8bee…
99999970.763713"value""{361df98d-259e…
99999980.536438"value""{fd538ddf-7b46…
99999990.703031"value""{5fc43590-f343…
+shape: (10_000_000, 4)
indexRandom numbersA string columnuuid
u32f64strstr
00.431903"value""{57cfa3fd-01a5…
10.198707"value""{3e418a42-db42…
20.626431"value""{1e16aeb2-0675…
30.790102"value""{e1129c0a-38e1…
40.907382"value""{8ad58341-ab23…
50.995303"value""{83ed9d53-30a5…
60.998931"value""{2ce35a0f-9981…
70.836289"value""{655d0891-0f1b…
80.872352"value""{77fec4e7-1a23…
90.529137"value""{912c7ff7-0a12…
100.322931"value""{d6402d0d-b5ab…
110.456256"value""{26c89cc9-d740…
…………
99999880.006378"value""{ddc657e6-2fa7…
99999890.50514"value""{3a7f87a4-23de…
99999900.708277"value""{b51b0665-32a0…
99999910.743679"value""{5fe2070b-9d4c…
99999920.937289"value""{11b6f029-6d44…
99999930.763785"value""{44b87135-d0a7…
99999940.913705"value""{9127c91c-2a4f…
99999950.342875"value""{4dcc6d5e-97da…
99999960.283626"value""{3b34e5ff-1047…
99999970.91639"value""{d32b1a17-50ba…
99999980.299616"value""{71ad3545-fe92…
99999990.460211"value""{5ca39c0a-9993…
@@ -76,7 +76,7 @@ df.uuid.with_uuid4() df = pl.LazyFrame({ 'Random numbers': np.random.rand(10000000), 'A string column': "value", -}).with_row_count().uuid.with_uuid4().collect() +}).with_row_index().uuid.with_uuid4().collect() df.tail() ``` @@ -90,7 +90,7 @@ df.tail() white-space: pre-wrap; } -shape: (5, 4)
row_nrRandom numbersA string columnuuid
u32f64strstr
99999950.313736"value""{a7a4d264-da44…
99999960.833383"value""{71fd5366-c708…
99999970.5506"value""{294ec201-2df2…
99999980.339044"value""{2fbde60d-a46e…
99999990.896245"value""{1673458a-565e…
+shape: (5, 4)
indexRandom numbersA string columnuuid
u32f64strstr
99999950.185959"value""{c4baf1ce-98c5…
99999960.005801"value""{172ddf3c-ea9b…
99999970.606094"value""{3dc75c0d-19fd…
99999980.268984"value""{f9a4f709-a2e9…
99999990.22677"value""{75f6c83d-a693…
@@ -110,7 +110,7 @@ df.with_columns( ) ``` - 20.4 s ± 225 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) + 20.4 s ± 160 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) ##### Using pl_uuid to generate a UUID4 for each row @@ -118,7 +118,7 @@ df.with_columns( * Uses rust uuid crate. * Much easier to understand/simpler code. * ~ 40x faster than using python's uuid module to generate UUID4 when the last column in the df is already a string - * 540 ms ± 6.1 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) + * 512 ms ± 6.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) ```python @@ -126,17 +126,17 @@ df.with_columns( df.uuid.with_uuid4() ``` - 540 ms ± 6.1 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) + 512 ms ± 6.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) ##### Not quite as fast if there isnt an existing string column in the dataframe - * 656 ms ± 6.66 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) + * 644 ms ± 6.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) ```python df = pl.DataFrame({ 'Random numbers': np.random.rand(10000000), -}).with_row_count() +}).with_row_index() df.tail() ``` @@ -150,7 +150,7 @@ df.tail() white-space: pre-wrap; } -shape: (5, 2)
row_nrRandom numbers
u32f64
99999950.334474
99999960.006089
99999970.295484
99999980.065312
99999990.644697
+shape: (5, 2)
indexRandom numbers
u32f64
99999950.313362
99999960.679717
99999970.076164
99999980.853126
99999990.892428
@@ -160,10 +160,5 @@ df.tail() df.uuid.with_uuid4() ``` - 656 ms ± 6.66 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) + 644 ms ± 6.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) - - -```python - -``` diff --git a/demo.ipynb b/demo.ipynb index c77b6bf..2c25bd4 100644 --- a/demo.ipynb +++ b/demo.ipynb @@ -29,7 +29,7 @@ { "data": { "text/plain": [ - "'0.20.3'" + "'0.20.7'" ] }, "execution_count": 2, @@ -63,20 +63,20 @@ " white-space: pre-wrap;\n", "}\n", "\n", - "shape: (5, 3)
row_nrRandom numbersA string column
u32f64str
99999950.410216"value"
99999960.072977"value"
99999970.763713"value"
99999980.536438"value"
99999990.703031"value"
" + "shape: (5, 3)
indexRandom numbersA string column
u32f64str
99999950.342875"value"
99999960.283626"value"
99999970.91639"value"
99999980.299616"value"
99999990.460211"value"
" ], "text/plain": [ "shape: (5, 3)\n", "┌─────────┬────────────────┬─────────────────┐\n", - "│ row_nr ┆ Random numbers ┆ A string column │\n", + "│ index ┆ Random numbers ┆ A string column │\n", "│ --- ┆ --- ┆ --- │\n", "│ u32 ┆ f64 ┆ str │\n", "╞═════════╪════════════════╪═════════════════╡\n", - "│ 9999995 ┆ 0.410216 ┆ value │\n", - "│ 9999996 ┆ 0.072977 ┆ value │\n", - "│ 9999997 ┆ 0.763713 ┆ value │\n", - "│ 9999998 ┆ 0.536438 ┆ value │\n", - "│ 9999999 ┆ 0.703031 ┆ value │\n", + "│ 9999995 ┆ 0.342875 ┆ value │\n", + "│ 9999996 ┆ 0.283626 ┆ value │\n", + "│ 9999997 ┆ 0.91639 ┆ value │\n", + "│ 9999998 ┆ 0.299616 ┆ value │\n", + "│ 9999999 ┆ 0.460211 ┆ value │\n", "└─────────┴────────────────┴─────────────────┘" ] }, @@ -89,7 +89,7 @@ "df = pl.DataFrame({\n", " 'Random numbers': np.random.rand(10000000),\n", " 'A string column': \"value\",\n", - "}).with_row_count()\n", + "}).with_row_index()\n", "df.tail()" ] }, @@ -116,24 +116,26 @@ " white-space: pre-wrap;\n", "}\n", "\n", - "shape: (10_000_000, 4)
row_nrRandom numbersA string columnuuid
u32f64strstr
00.758339"value""{3952aa21-0957…
10.04649"value""{0708f057-7e56…
20.498708"value""{e655242c-cad8…
30.726538"value""{dc0d153c-71bd…
40.161975"value""{efef8d80-b8d0…
50.391948"value""{6b8f3261-3554…
60.341304"value""{5b1b6c85-96dd…
70.965395"value""{414e16d9-5c73…
80.689368"value""{ccbacf05-2857…
90.628131"value""{cb402ac3-3bfe…
100.643579"value""{5ba78915-fff1…
110.939639"value""{262364fb-534d…
…………
99999880.512794"value""{c67f2d3b-fd65…
99999890.108904"value""{7107720a-9b12…
99999900.834744"value""{8447f2f4-b763…
99999910.987605"value""{aae4b490-ba50…
99999920.973912"value""{aa698d5c-6970…
99999930.82106"value""{59cf6971-aae2…
99999940.080472"value""{c5d4edc6-68d4…
99999950.410216"value""{e6619727-4d97…
99999960.072977"value""{dc162d63-8bee…
99999970.763713"value""{361df98d-259e…
99999980.536438"value""{fd538ddf-7b46…
99999990.703031"value""{5fc43590-f343…
" + "shape: (10_000_000, 4)
indexRandom numbersA string columnuuid
u32f64strstr
00.431903"value""{57cfa3fd-01a5…
10.198707"value""{3e418a42-db42…
20.626431"value""{1e16aeb2-0675…
30.790102"value""{e1129c0a-38e1…
40.907382"value""{8ad58341-ab23…
50.995303"value""{83ed9d53-30a5…
60.998931"value""{2ce35a0f-9981…
70.836289"value""{655d0891-0f1b…
80.872352"value""{77fec4e7-1a23…
90.529137"value""{912c7ff7-0a12…
100.322931"value""{d6402d0d-b5ab…
110.456256"value""{26c89cc9-d740…
…………
99999880.006378"value""{ddc657e6-2fa7…
99999890.50514"value""{3a7f87a4-23de…
99999900.708277"value""{b51b0665-32a0…
99999910.743679"value""{5fe2070b-9d4c…
99999920.937289"value""{11b6f029-6d44…
99999930.763785"value""{44b87135-d0a7…
99999940.913705"value""{9127c91c-2a4f…
99999950.342875"value""{4dcc6d5e-97da…
99999960.283626"value""{3b34e5ff-1047…
99999970.91639"value""{d32b1a17-50ba…
99999980.299616"value""{71ad3545-fe92…
99999990.460211"value""{5ca39c0a-9993…
" ], "text/plain": [ "shape: (10_000_000, 4)\n", "┌─────────┬────────────────┬─────────────────┬───────────────────────────────────┐\n", - "│ row_nr ┆ Random numbers ┆ A string column ┆ uuid │\n", + "│ index ┆ Random numbers ┆ A string column ┆ uuid │\n", "│ --- ┆ --- ┆ --- ┆ --- │\n", "│ u32 ┆ f64 ┆ str ┆ str │\n", "╞═════════╪════════════════╪═════════════════╪═══════════════════════════════════╡\n", - "│ 0 ┆ 0.758339 ┆ value ┆ {3952aa21-0957-42c7-b69d-2e44787… │\n", - "│ 1 ┆ 0.04649 ┆ value ┆ {0708f057-7e56-4fe9-945a-be2602c… │\n", - "│ 2 ┆ 0.498708 ┆ value ┆ {e655242c-cad8-4c35-8c8a-8438612… │\n", - "│ 3 ┆ 0.726538 ┆ value ┆ {dc0d153c-71bd-44a8-acc6-8ab4e20… │\n", + "│ 0 ┆ 0.431903 ┆ value ┆ {57cfa3fd-01a5-43a1-a1f1-d8f13a7… │\n", + "│ 1 ┆ 0.198707 ┆ value ┆ {3e418a42-db42-49c2-bf30-706e64b… │\n", + "│ 2 ┆ 0.626431 ┆ value ┆ {1e16aeb2-0675-4d13-afc0-b2bb17c… │\n", + "│ 3 ┆ 0.790102 ┆ value ┆ {e1129c0a-38e1-40c5-844c-75caa60… │\n", + "│ 4 ┆ 0.907382 ┆ value ┆ {8ad58341-ab23-4c71-8c9b-fae1322… │\n", "│ … ┆ … ┆ … ┆ … │\n", - "│ 9999996 ┆ 0.072977 ┆ value ┆ {dc162d63-8bee-4762-b7bc-8684c43… │\n", - "│ 9999997 ┆ 0.763713 ┆ value ┆ {361df98d-259e-4ede-99e8-2dccb9b… │\n", - "│ 9999998 ┆ 0.536438 ┆ value ┆ {fd538ddf-7b46-4d7a-95a3-b954269… │\n", - "│ 9999999 ┆ 0.703031 ┆ value ┆ {5fc43590-f343-4b55-a0ee-153baa2… │\n", + "│ 9999995 ┆ 0.342875 ┆ value ┆ {4dcc6d5e-97da-4359-b4be-2b33700… │\n", + "│ 9999996 ┆ 0.283626 ┆ value ┆ {3b34e5ff-1047-48de-9b6d-834fbb6… │\n", + "│ 9999997 ┆ 0.91639 ┆ value ┆ {d32b1a17-50ba-418e-97c9-a50c2db… │\n", + "│ 9999998 ┆ 0.299616 ┆ value ┆ {71ad3545-fe92-49a9-8d79-5bb256e… │\n", + "│ 9999999 ┆ 0.460211 ┆ value ┆ {5ca39c0a-9993-468a-9a56-096b290… │\n", "└─────────┴────────────────┴─────────────────┴───────────────────────────────────┘" ] }, @@ -168,20 +170,20 @@ " white-space: pre-wrap;\n", "}\n", "\n", - "shape: (5, 4)
row_nrRandom numbersA string columnuuid
u32f64strstr
99999950.313736"value""{a7a4d264-da44…
99999960.833383"value""{71fd5366-c708…
99999970.5506"value""{294ec201-2df2…
99999980.339044"value""{2fbde60d-a46e…
99999990.896245"value""{1673458a-565e…
" + "shape: (5, 4)
indexRandom numbersA string columnuuid
u32f64strstr
99999950.185959"value""{c4baf1ce-98c5…
99999960.005801"value""{172ddf3c-ea9b…
99999970.606094"value""{3dc75c0d-19fd…
99999980.268984"value""{f9a4f709-a2e9…
99999990.22677"value""{75f6c83d-a693…
" ], "text/plain": [ "shape: (5, 4)\n", "┌─────────┬────────────────┬─────────────────┬───────────────────────────────────┐\n", - "│ row_nr ┆ Random numbers ┆ A string column ┆ uuid │\n", + "│ index ┆ Random numbers ┆ A string column ┆ uuid │\n", "│ --- ┆ --- ┆ --- ┆ --- │\n", "│ u32 ┆ f64 ┆ str ┆ str │\n", "╞═════════╪════════════════╪═════════════════╪═══════════════════════════════════╡\n", - "│ 9999995 ┆ 0.313736 ┆ value ┆ {a7a4d264-da44-4260-bbbb-44fd681… │\n", - "│ 9999996 ┆ 0.833383 ┆ value ┆ {71fd5366-c708-45b9-bd09-115b23e… │\n", - "│ 9999997 ┆ 0.5506 ┆ value ┆ {294ec201-2df2-4001-a844-bff33f6… │\n", - "│ 9999998 ┆ 0.339044 ┆ value ┆ {2fbde60d-a46e-4108-9320-dec9b4f… │\n", - "│ 9999999 ┆ 0.896245 ┆ value ┆ {1673458a-565e-41b2-8f54-9d1b832… │\n", + "│ 9999995 ┆ 0.185959 ┆ value ┆ {c4baf1ce-98c5-47ed-bf0f-ce0ca1f… │\n", + "│ 9999996 ┆ 0.005801 ┆ value ┆ {172ddf3c-ea9b-4ec9-bd5a-be58147… │\n", + "│ 9999997 ┆ 0.606094 ┆ value ┆ {3dc75c0d-19fd-4cf1-abe4-58d04f9… │\n", + "│ 9999998 ┆ 0.268984 ┆ value ┆ {f9a4f709-a2e9-41c5-8b12-e3aa723… │\n", + "│ 9999999 ┆ 0.22677 ┆ value ┆ {75f6c83d-a693-4336-8619-517a9c1… │\n", "└─────────┴────────────────┴─────────────────┴───────────────────────────────────┘" ] }, @@ -194,7 +196,7 @@ "df = pl.LazyFrame({\n", " 'Random numbers': np.random.rand(10000000),\n", " 'A string column': \"value\",\n", - "}).with_row_count().uuid.with_uuid4().collect()\n", + "}).with_row_index().uuid.with_uuid4().collect()\n", "df.tail()" ] }, @@ -218,7 +220,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "20.4 s ± 225 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" + "20.4 s ± 160 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], @@ -240,7 +242,7 @@ " * Uses rust uuid crate.\n", " * Much easier to understand/simpler code.\n", " * ~ 40x faster than using python's uuid module to generate UUID4 when the last column in the df is already a string\n", - " * 540 ms ± 6.1 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)" + " * 512 ms ± 6.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)" ] }, { @@ -252,7 +254,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "540 ms ± 6.1 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" + "512 ms ± 6.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], @@ -266,7 +268,7 @@ "metadata": {}, "source": [ "##### Not quite as fast if there isnt an existing string column in the dataframe\n", - " * 656 ms ± 6.66 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)" + " * 644 ms ± 6.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)" ] }, { @@ -284,20 +286,20 @@ " white-space: pre-wrap;\n", "}\n", "\n", - "shape: (5, 2)
row_nrRandom numbers
u32f64
99999950.334474
99999960.006089
99999970.295484
99999980.065312
99999990.644697
" + "shape: (5, 2)
indexRandom numbers
u32f64
99999950.313362
99999960.679717
99999970.076164
99999980.853126
99999990.892428
" ], "text/plain": [ "shape: (5, 2)\n", "┌─────────┬────────────────┐\n", - "│ row_nr ┆ Random numbers │\n", + "│ index ┆ Random numbers │\n", "│ --- ┆ --- │\n", "│ u32 ┆ f64 │\n", "╞═════════╪════════════════╡\n", - "│ 9999995 ┆ 0.334474 │\n", - "│ 9999996 ┆ 0.006089 │\n", - "│ 9999997 ┆ 0.295484 │\n", - "│ 9999998 ┆ 0.065312 │\n", - "│ 9999999 ┆ 0.644697 │\n", + "│ 9999995 ┆ 0.313362 │\n", + "│ 9999996 ┆ 0.679717 │\n", + "│ 9999997 ┆ 0.076164 │\n", + "│ 9999998 ┆ 0.853126 │\n", + "│ 9999999 ┆ 0.892428 │\n", "└─────────┴────────────────┘" ] }, @@ -309,7 +311,7 @@ "source": [ "df = pl.DataFrame({\n", " 'Random numbers': np.random.rand(10000000),\n", - "}).with_row_count()\n", + "}).with_row_index()\n", "df.tail()" ] }, @@ -322,7 +324,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "656 ms ± 6.66 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" + "644 ms ± 6.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], @@ -330,13 +332,6 @@ "%%timeit\n", "df.uuid.with_uuid4()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {