diff --git a/.gitignore b/.gitignore index 8ffe29584056..a031473cf2a9 100644 --- a/.gitignore +++ b/.gitignore @@ -41,3 +41,4 @@ release/ backend-assets/ prepare /ggml-metal.metal +/backend/rust/target \ No newline at end of file diff --git a/backend/rust/Cargo.lock b/backend/rust/Cargo.lock new file mode 100644 index 000000000000..c3dd6ee99577 --- /dev/null +++ b/backend/rust/Cargo.lock @@ -0,0 +1,1234 @@ +# This file is automatically @generated by Cargo. +# It is not intended for manual editing. +version = 3 + +[[package]] +name = "addr2line" +version = "0.21.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8a30b2e23b9e17a9f90641c7ab1549cd9b44f296d3ccbf309d2863cfe398a0cb" +dependencies = [ + "gimli", +] + +[[package]] +name = "adler" +version = "1.0.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe" + +[[package]] +name = "aho-corasick" +version = "1.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b2969dcb958b36655471fc61f7e416fa76033bdd4bfed0678d8fee1e2d07a1f0" +dependencies = [ + "memchr", +] + +[[package]] +name = "anyhow" +version = "1.0.75" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a4668cab20f66d8d020e1fbc0ebe47217433c1b6c8f2040faf858554e394ace6" + +[[package]] +name = "async-stream" +version = "0.2.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "22068c0c19514942eefcfd4daf8976ef1aad84e61539f95cd200c35202f80af5" +dependencies = [ + "async-stream-impl 0.2.1", + "futures-core", +] + +[[package]] +name = "async-stream" +version = "0.3.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "cd56dd203fef61ac097dd65721a419ddccb106b2d2b70ba60a6b529f03961a51" +dependencies = [ + "async-stream-impl 0.3.5", + "futures-core", + "pin-project-lite", +] + +[[package]] +name = "async-stream-impl" +version = "0.2.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "25f9db3b38af870bf7e5cc649167533b493928e50744e2c30ae350230b414670" +dependencies = [ + "proc-macro2", + "quote", + "syn 1.0.109", +] + +[[package]] +name = "async-stream-impl" +version = "0.3.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "16e62a023e7c117e27523144c5d2459f4397fcc3cab0085af8e2224f643a0193" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.38", +] + +[[package]] +name = "async-trait" +version = "0.1.74" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a66537f1bb974b254c98ed142ff995236e81b9d0fe4db0575f46612cb15eb0f9" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.38", +] + +[[package]] +name = "autocfg" +version = "1.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa" + +[[package]] +name = "axum" +version = "0.6.20" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3b829e4e32b91e643de6eafe82b1d90675f5874230191a4ffbc1b336dec4d6bf" +dependencies = [ + "async-trait", + "axum-core", + "bitflags 1.3.2", + "bytes", + "futures-util", + "http", + "http-body", + "hyper", + "itoa", + "matchit", + "memchr", + "mime", + "percent-encoding", + "pin-project-lite", + "rustversion", + "serde", + "sync_wrapper", + "tower", + "tower-layer", + "tower-service", +] + +[[package]] +name = "axum-core" +version = "0.3.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "759fa577a247914fd3f7f76d62972792636412fbfd634cd452f6a385a74d2d2c" +dependencies = [ + "async-trait", + "bytes", + "futures-util", + "http", + "http-body", + "mime", + "rustversion", + "tower-layer", + "tower-service", +] + +[[package]] +name = "backtrace" +version = "0.3.69" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2089b7e3f35b9dd2d0ed921ead4f6d318c27680d4a5bd167b3ee120edb105837" +dependencies = [ + "addr2line", + "cc", + "cfg-if", + "libc", + "miniz_oxide", + "object", + "rustc-demangle", +] + +[[package]] +name = "base64" +version = "0.21.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9ba43ea6f343b788c8764558649e08df62f86c6ef251fdaeb1ffd010a9ae50a2" + +[[package]] +name = "bitflags" +version = "1.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a" + +[[package]] +name = "bitflags" +version = "2.4.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "327762f6e5a765692301e5bb513e0d9fef63be86bbc14528052b1cd3e6f03e07" + +[[package]] +name = "bytes" +version = "1.5.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a2bd12c1caf447e69cd4528f47f94d203fd2582878ecb9e9465484c4148a8223" + +[[package]] +name = "cc" +version = "1.0.83" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f1174fb0b6ec23863f8b971027804a42614e347eafb0a95bf0b12cdae21fc4d0" +dependencies = [ + "libc", +] + +[[package]] +name = "cfg-if" +version = "1.0.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd" + +[[package]] +name = "either" +version = "1.9.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a26ae43d7bcc3b814de94796a5e736d4029efb0ee900c12e2d54c993ad1a1e07" + +[[package]] +name = "equivalent" +version = "1.0.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5" + +[[package]] +name = "errno" +version = "0.3.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ac3e13f66a2f95e32a39eaa81f6b95d42878ca0e1db0c7543723dfe12557e860" +dependencies = [ + "libc", + "windows-sys", +] + +[[package]] +name = "fastrand" +version = "2.0.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "25cbce373ec4653f1a01a31e8a5e5ec0c622dc27ff9c4e6606eefef5cbbed4a5" + +[[package]] +name = "fixedbitset" +version = "0.4.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80" + +[[package]] +name = "fnv" +version = "1.0.7" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1" + +[[package]] +name = "futures-channel" +version = "0.3.28" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "955518d47e09b25bbebc7a18df10b81f0c766eaf4c4f1cccef2fca5f2a4fb5f2" +dependencies = [ + "futures-core", +] + +[[package]] +name = "futures-core" +version = "0.3.28" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4bca583b7e26f571124fe5b7561d49cb2868d79116cfa0eefce955557c6fee8c" + +[[package]] +name = "futures-sink" +version = "0.3.28" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f43be4fe21a13b9781a69afa4985b0f6ee0e1afab2c6f454a8cf30e2b2237b6e" + +[[package]] +name = "futures-task" +version = "0.3.28" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "76d3d132be6c0e6aa1534069c705a74a5997a356c0dc2f86a47765e5617c5b65" + +[[package]] +name = "futures-util" +version = "0.3.28" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "26b01e40b772d54cf6c6d721c1d1abd0647a0106a12ecaa1c186273392a69533" +dependencies = [ + "futures-core", + "futures-task", + "pin-project-lite", + "pin-utils", +] + +[[package]] +name = "getrandom" +version = "0.1.16" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8fc3cb4d91f53b50155bdcfd23f6a4c39ae1969c2ae85982b135750cccaf5fce" +dependencies = [ + "cfg-if", + "libc", + "wasi 0.9.0+wasi-snapshot-preview1", +] + +[[package]] +name = "getrandom" +version = "0.2.10" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "be4136b2a15dd319360be1c07d9933517ccf0be8f16bf62a3bee4f0d618df427" +dependencies = [ + "cfg-if", + "libc", + "wasi 0.11.0+wasi-snapshot-preview1", +] + +[[package]] +name = "gimli" +version = "0.28.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6fb8d784f27acf97159b40fc4db5ecd8aa23b9ad5ef69cdd136d3bc80665f0c0" + +[[package]] +name = "h2" +version = "0.3.21" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "91fc23aa11be92976ef4729127f1a74adf36d8436f7816b185d18df956790833" +dependencies = [ + "bytes", + "fnv", + "futures-core", + "futures-sink", + "futures-util", + "http", + "indexmap 1.9.3", + "slab", + "tokio", + "tokio-util", + "tracing", +] + +[[package]] +name = "hashbrown" +version = "0.12.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888" + +[[package]] +name = "hashbrown" +version = "0.14.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "7dfda62a12f55daeae5015f81b0baea145391cb4520f86c248fc615d72640d12" + +[[package]] +name = "heck" +version = "0.4.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8" + +[[package]] +name = "hermit-abi" +version = "0.3.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d77f7ec81a6d05a3abb01ab6eb7590f6083d08449fe5a1c8b1e620283546ccb7" + +[[package]] +name = "home" +version = "0.5.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5444c27eef6923071f7ebcc33e3444508466a76f7a2b93da00ed6e19f30c1ddb" +dependencies = [ + "windows-sys", +] + +[[package]] +name = "http" +version = "0.2.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "bd6effc99afb63425aff9b05836f029929e345a6148a14b7ecd5ab67af944482" +dependencies = [ + "bytes", + "fnv", + "itoa", +] + +[[package]] +name = "http-body" +version = "0.4.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d5f38f16d184e36f2408a55281cd658ecbd3ca05cce6d6510a176eca393e26d1" +dependencies = [ + "bytes", + "http", + "pin-project-lite", +] + +[[package]] +name = "httparse" +version = "1.8.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d897f394bad6a705d5f4104762e116a75639e470d80901eed05a860a95cb1904" + +[[package]] +name = "httpdate" +version = "1.0.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9" + +[[package]] +name = "hyper" +version = "0.14.27" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ffb1cfd654a8219eaef89881fdb3bb3b1cdc5fa75ded05d6933b2b382e395468" +dependencies = [ + "bytes", + "futures-channel", + "futures-core", + "futures-util", + "h2", + "http", + "http-body", + "httparse", + "httpdate", + "itoa", + "pin-project-lite", + "socket2 0.4.9", + "tokio", + "tower-service", + "tracing", + "want", +] + +[[package]] +name = "hyper-timeout" +version = "0.4.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "bbb958482e8c7be4bc3cf272a766a2b0bf1a6755e7a6ae777f017a31d11b13b1" +dependencies = [ + "hyper", + "pin-project-lite", + "tokio", + "tokio-io-timeout", +] + +[[package]] +name = "indexmap" +version = "1.9.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99" +dependencies = [ + "autocfg", + "hashbrown 0.12.3", +] + +[[package]] +name = "indexmap" +version = "2.0.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8adf3ddd720272c6ea8bf59463c04e0f93d0bbf7c5439b691bca2987e0270897" +dependencies = [ + "equivalent", + "hashbrown 0.14.1", +] + +[[package]] +name = "itertools" +version = "0.11.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b1c173a5686ce8bfa551b3563d0c2170bf24ca44da99c7ca4bfdab5418c3fe57" +dependencies = [ + "either", +] + +[[package]] +name = "itoa" +version = "1.0.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "af150ab688ff2122fcef229be89cb50dd66af9e01a4ff320cc137eecc9bacc38" + +[[package]] +name = "libc" +version = "0.2.149" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a08173bc88b7955d1b3145aa561539096c421ac8debde8cbc3612ec635fee29b" + +[[package]] +name = "linux-raw-sys" +version = "0.4.10" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "da2479e8c062e40bf0066ffa0bc823de0a9368974af99c9f6df941d2c231e03f" + +[[package]] +name = "log" +version = "0.4.20" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b5e6163cb8c49088c2c36f57875e58ccd8c87c7427f7fbd50ea6710b2f3f2e8f" + +[[package]] +name = "matchit" +version = "0.7.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0e7465ac9959cc2b1404e8e2367b43684a6d13790fe23056cc8c6c5a6b7bcb94" + +[[package]] +name = "memchr" +version = "2.6.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f665ee40bc4a3c5590afb1e9677db74a508659dfd71e126420da8274909a0167" + +[[package]] +name = "mime" +version = "0.3.17" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6877bb514081ee2a7ff5ef9de3281f14a4dd4bceac4c09388074a6b5df8a139a" + +[[package]] +name = "miniz_oxide" +version = "0.7.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e7810e0be55b428ada41041c41f32c9f1a42817901b4ccf45fa3d4b6561e74c7" +dependencies = [ + "adler", +] + +[[package]] +name = "mio" +version = "0.8.8" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "927a765cd3fc26206e66b296465fa9d3e5ab003e651c1b3c060e7956d96b19d2" +dependencies = [ + "libc", + "wasi 0.11.0+wasi-snapshot-preview1", + "windows-sys", +] + +[[package]] +name = "multimap" +version = "0.8.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e5ce46fe64a9d73be07dcbe690a38ce1b293be448fd8ce1e6c1b8062c9f72c6a" + +[[package]] +name = "num_cpus" +version = "1.16.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43" +dependencies = [ + "hermit-abi", + "libc", +] + +[[package]] +name = "object" +version = "0.32.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9cf5f9dd3933bd50a9e1f149ec995f39ae2c496d31fd772c1fd45ebc27e902b0" +dependencies = [ + "memchr", +] + +[[package]] +name = "once_cell" +version = "1.18.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "dd8b5dd2ae5ed71462c540258bedcb51965123ad7e7ccf4b9a8cafaa4a63576d" + +[[package]] +name = "percent-encoding" +version = "2.3.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9b2a4787296e9989611394c33f193f676704af1686e70b8f8033ab5ba9a35a94" + +[[package]] +name = "petgraph" +version = "0.6.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e1d3afd2628e69da2be385eb6f2fd57c8ac7977ceeff6dc166ff1657b0e386a9" +dependencies = [ + "fixedbitset", + "indexmap 2.0.2", +] + +[[package]] +name = "pin-project" +version = "1.1.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "fda4ed1c6c173e3fc7a83629421152e01d7b1f9b7f65fb301e490e8cfc656422" +dependencies = [ + "pin-project-internal", +] + +[[package]] +name = "pin-project-internal" +version = "1.1.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4359fd9c9171ec6e8c62926d6faaf553a8dc3f64e1507e76da7911b4f6a04405" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.38", +] + +[[package]] +name = "pin-project-lite" +version = "0.2.13" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8afb450f006bf6385ca15ef45d71d2288452bc3683ce2e2cacc0d18e4be60b58" + +[[package]] +name = "pin-utils" +version = "0.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184" + +[[package]] +name = "ppv-lite86" +version = "0.2.17" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de" + +[[package]] +name = "prettyplease" +version = "0.2.15" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ae005bd773ab59b4725093fd7df83fd7892f7d8eafb48dbd7de6e024e4215f9d" +dependencies = [ + "proc-macro2", + "syn 2.0.38", +] + +[[package]] +name = "proc-macro2" +version = "1.0.69" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "134c189feb4956b20f6f547d2cf727d4c0fe06722b20a0eec87ed445a97f92da" +dependencies = [ + "unicode-ident", +] + +[[package]] +name = "prost" +version = "0.12.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f4fdd22f3b9c31b53c060df4a0613a1c7f062d4115a2b984dd15b1858f7e340d" +dependencies = [ + "bytes", + "prost-derive", +] + +[[package]] +name = "prost-build" +version = "0.12.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8bdf592881d821b83d471f8af290226c8d51402259e9bb5be7f9f8bdebbb11ac" +dependencies = [ + "bytes", + "heck", + "itertools", + "log", + "multimap", + "once_cell", + "petgraph", + "prettyplease", + "prost", + "prost-types", + "regex", + "syn 2.0.38", + "tempfile", + "which", +] + +[[package]] +name = "prost-derive" +version = "0.12.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "265baba7fabd416cf5078179f7d2cbeca4ce7a9041111900675ea7c4cb8a4c32" +dependencies = [ + "anyhow", + "itertools", + "proc-macro2", + "quote", + "syn 2.0.38", +] + +[[package]] +name = "prost-types" +version = "0.12.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e081b29f63d83a4bc75cfc9f3fe424f9156cf92d8a4f0c9407cce9a1b67327cf" +dependencies = [ + "prost", +] + +[[package]] +name = "quote" +version = "1.0.33" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5267fca4496028628a95160fc423a33e8b2e6af8a5302579e322e4b520293cae" +dependencies = [ + "proc-macro2", +] + +[[package]] +name = "rand" +version = "0.7.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6a6b1679d49b24bbfe0c803429aa1874472f50d9b363131f0e89fc356b544d03" +dependencies = [ + "getrandom 0.1.16", + "libc", + "rand_chacha 0.2.2", + "rand_core 0.5.1", + "rand_hc", +] + +[[package]] +name = "rand" +version = "0.8.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404" +dependencies = [ + "libc", + "rand_chacha 0.3.1", + "rand_core 0.6.4", +] + +[[package]] +name = "rand_chacha" +version = "0.2.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f4c8ed856279c9737206bf725bf36935d8666ead7aa69b52be55af369d193402" +dependencies = [ + "ppv-lite86", + "rand_core 0.5.1", +] + +[[package]] +name = "rand_chacha" +version = "0.3.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88" +dependencies = [ + "ppv-lite86", + "rand_core 0.6.4", +] + +[[package]] +name = "rand_core" +version = "0.5.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "90bde5296fc891b0cef12a6d03ddccc162ce7b2aff54160af9338f8d40df6d19" +dependencies = [ + "getrandom 0.1.16", +] + +[[package]] +name = "rand_core" +version = "0.6.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c" +dependencies = [ + "getrandom 0.2.10", +] + +[[package]] +name = "rand_hc" +version = "0.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ca3129af7b92a17112d59ad498c6f81eaf463253766b90396d39ea7a39d6613c" +dependencies = [ + "rand_core 0.5.1", +] + +[[package]] +name = "redox_syscall" +version = "0.3.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "567664f262709473930a4bf9e51bf2ebf3348f2e748ccc50dea20646858f8f29" +dependencies = [ + "bitflags 1.3.2", +] + +[[package]] +name = "regex" +version = "1.10.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "380b951a9c5e80ddfd6136919eef32310721aa4aacd4889a8d39124b026ab343" +dependencies = [ + "aho-corasick", + "memchr", + "regex-automata", + "regex-syntax", +] + +[[package]] +name = "regex-automata" +version = "0.4.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5f804c7828047e88b2d32e2d7fe5a105da8ee3264f01902f796c8e067dc2483f" +dependencies = [ + "aho-corasick", + "memchr", + "regex-syntax", +] + +[[package]] +name = "regex-syntax" +version = "0.8.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c08c74e62047bb2de4ff487b251e4a92e24f48745648451635cec7d591162d9f" + +[[package]] +name = "rust" +version = "0.1.0" +dependencies = [ + "async-stream 0.2.1", + "prost", + "rand 0.7.3", + "serde", + "serde_json", + "tokio", + "tokio-stream", + "tonic", + "tonic-build", +] + +[[package]] +name = "rustc-demangle" +version = "0.1.23" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d626bb9dae77e28219937af045c257c28bfd3f69333c512553507f5f9798cb76" + +[[package]] +name = "rustix" +version = "0.38.19" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "745ecfa778e66b2b63c88a61cb36e0eea109e803b0b86bf9879fbc77c70e86ed" +dependencies = [ + "bitflags 2.4.1", + "errno", + "libc", + "linux-raw-sys", + "windows-sys", +] + +[[package]] +name = "rustversion" +version = "1.0.14" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "7ffc183a10b4478d04cbbbfc96d0873219d962dd5accaff2ffbd4ceb7df837f4" + +[[package]] +name = "ryu" +version = "1.0.15" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1ad4cc8da4ef723ed60bced201181d83791ad433213d8c24efffda1eec85d741" + +[[package]] +name = "serde" +version = "1.0.189" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8e422a44e74ad4001bdc8eede9a4570ab52f71190e9c076d14369f38b9200537" +dependencies = [ + "serde_derive", +] + +[[package]] +name = "serde_derive" +version = "1.0.189" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1e48d1f918009ce3145511378cf68d613e3b3d9137d67272562080d68a2b32d5" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.38", +] + +[[package]] +name = "serde_json" +version = "1.0.107" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6b420ce6e3d8bd882e9b243c6eed35dbc9a6110c9769e74b584e0d68d1f20c65" +dependencies = [ + "itoa", + "ryu", + "serde", +] + +[[package]] +name = "slab" +version = "0.4.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8f92a496fb766b417c996b9c5e57daf2f7ad3b0bebe1ccfca4856390e3d3bb67" +dependencies = [ + "autocfg", +] + +[[package]] +name = "socket2" +version = "0.4.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "64a4a911eed85daf18834cfaa86a79b7d266ff93ff5ba14005426219480ed662" +dependencies = [ + "libc", + "winapi", +] + +[[package]] +name = "socket2" +version = "0.5.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4031e820eb552adee9295814c0ced9e5cf38ddf1e8b7d566d6de8e2538ea989e" +dependencies = [ + "libc", + "windows-sys", +] + +[[package]] +name = "syn" +version = "1.0.109" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "72b64191b275b66ffe2469e8af2c1cfe3bafa67b529ead792a6d0160888b4237" +dependencies = [ + "proc-macro2", + "quote", + "unicode-ident", +] + +[[package]] +name = "syn" +version = "2.0.38" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e96b79aaa137db8f61e26363a0c9b47d8b4ec75da28b7d1d614c2303e232408b" +dependencies = [ + "proc-macro2", + "quote", + "unicode-ident", +] + +[[package]] +name = "sync_wrapper" +version = "0.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2047c6ded9c721764247e62cd3b03c09ffc529b2ba5b10ec482ae507a4a70160" + +[[package]] +name = "tempfile" +version = "3.8.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "cb94d2f3cc536af71caac6b6fcebf65860b347e7ce0cc9ebe8f70d3e521054ef" +dependencies = [ + "cfg-if", + "fastrand", + "redox_syscall", + "rustix", + "windows-sys", +] + +[[package]] +name = "tokio" +version = "1.33.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4f38200e3ef7995e5ef13baec2f432a6da0aa9ac495b2c0e8f3b7eec2c92d653" +dependencies = [ + "backtrace", + "bytes", + "libc", + "mio", + "num_cpus", + "pin-project-lite", + "socket2 0.5.4", + "tokio-macros", + "windows-sys", +] + +[[package]] +name = "tokio-io-timeout" +version = "1.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "30b74022ada614a1b4834de765f9bb43877f910cc8ce4be40e89042c9223a8bf" +dependencies = [ + "pin-project-lite", + "tokio", +] + +[[package]] +name = "tokio-macros" +version = "2.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "630bdcf245f78637c13ec01ffae6187cca34625e8c63150d424b59e55af2675e" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.38", +] + +[[package]] +name = "tokio-stream" +version = "0.1.14" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "397c988d37662c7dda6d2208364a706264bf3d6138b11d436cbac0ad38832842" +dependencies = [ + "futures-core", + "pin-project-lite", + "tokio", +] + +[[package]] +name = "tokio-util" +version = "0.7.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1d68074620f57a0b21594d9735eb2e98ab38b17f80d3fcb189fca266771ca60d" +dependencies = [ + "bytes", + "futures-core", + "futures-sink", + "pin-project-lite", + "tokio", + "tracing", +] + +[[package]] +name = "tonic" +version = "0.10.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d560933a0de61cf715926b9cac824d4c883c2c43142f787595e48280c40a1d0e" +dependencies = [ + "async-stream 0.3.5", + "async-trait", + "axum", + "base64", + "bytes", + "h2", + "http", + "http-body", + "hyper", + "hyper-timeout", + "percent-encoding", + "pin-project", + "prost", + "tokio", + "tokio-stream", + "tower", + "tower-layer", + "tower-service", + "tracing", +] + +[[package]] +name = "tonic-build" +version = "0.10.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9d021fc044c18582b9a2408cd0dd05b1596e3ecdb5c4df822bb0183545683889" +dependencies = [ + "prettyplease", + "proc-macro2", + "prost-build", + "quote", + "syn 2.0.38", +] + +[[package]] +name = "tower" +version = "0.4.13" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b8fa9be0de6cf49e536ce1851f987bd21a43b771b09473c3549a6c853db37c1c" +dependencies = [ + "futures-core", + "futures-util", + "indexmap 1.9.3", + "pin-project", + "pin-project-lite", + "rand 0.8.5", + "slab", + "tokio", + "tokio-util", + "tower-layer", + "tower-service", + "tracing", +] + +[[package]] +name = "tower-layer" +version = "0.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c20c8dbed6283a09604c3e69b4b7eeb54e298b8a600d4d5ecb5ad39de609f1d0" + +[[package]] +name = "tower-service" +version = "0.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b6bc1c9ce2b5135ac7f93c72918fc37feb872bdc6a5533a8b85eb4b86bfdae52" + +[[package]] +name = "tracing" +version = "0.1.39" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ee2ef2af84856a50c1d430afce2fdded0a4ec7eda868db86409b4543df0797f9" +dependencies = [ + "pin-project-lite", + "tracing-attributes", + "tracing-core", +] + +[[package]] +name = "tracing-attributes" +version = "0.1.27" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.38", +] + +[[package]] +name = "tracing-core" +version = "0.1.32" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54" +dependencies = [ + "once_cell", +] + +[[package]] +name = "try-lock" +version = "0.2.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3528ecfd12c466c6f163363caf2d02a71161dd5e1cc6ae7b34207ea2d42d81ed" + +[[package]] +name = "unicode-ident" +version = "1.0.12" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b" + +[[package]] +name = "want" +version = "0.3.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e" +dependencies = [ + "try-lock", +] + +[[package]] +name = "wasi" +version = "0.9.0+wasi-snapshot-preview1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519" + +[[package]] +name = "wasi" +version = "0.11.0+wasi-snapshot-preview1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423" + +[[package]] +name = "which" +version = "4.4.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "87ba24419a2078cd2b0f2ede2691b6c66d8e47836da3b6db8265ebad47afbfc7" +dependencies = [ + "either", + "home", + "once_cell", + "rustix", +] + +[[package]] +name = "winapi" +version = "0.3.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419" +dependencies = [ + "winapi-i686-pc-windows-gnu", + "winapi-x86_64-pc-windows-gnu", +] + +[[package]] +name = "winapi-i686-pc-windows-gnu" +version = "0.4.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6" + +[[package]] +name = "winapi-x86_64-pc-windows-gnu" +version = "0.4.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f" + +[[package]] +name = "windows-sys" +version = "0.48.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9" +dependencies = [ + "windows-targets", +] + +[[package]] +name = "windows-targets" +version = "0.48.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c" +dependencies = [ + "windows_aarch64_gnullvm", + "windows_aarch64_msvc", + "windows_i686_gnu", + "windows_i686_msvc", + "windows_x86_64_gnu", + "windows_x86_64_gnullvm", + "windows_x86_64_msvc", +] + +[[package]] +name = "windows_aarch64_gnullvm" +version = "0.48.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8" + +[[package]] +name = "windows_aarch64_msvc" +version = "0.48.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc" + +[[package]] +name = "windows_i686_gnu" +version = "0.48.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e" + +[[package]] +name = "windows_i686_msvc" +version = "0.48.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406" + +[[package]] +name = "windows_x86_64_gnu" +version = "0.48.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e" + +[[package]] +name = "windows_x86_64_gnullvm" +version = "0.48.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc" + +[[package]] +name = "windows_x86_64_msvc" +version = "0.48.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538" diff --git a/backend/rust/Cargo.toml b/backend/rust/Cargo.toml new file mode 100644 index 000000000000..43e0d112e252 --- /dev/null +++ b/backend/rust/Cargo.toml @@ -0,0 +1,20 @@ +[package] +name = "rust" +version = "0.1.0" +edition = "2021" + +# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html + +[dependencies] +tonic = "0.10" +prost = "0.12" +tokio = { version = "1.0", features = ["rt-multi-thread", "macros", "sync", "time"] } +tokio-stream = "0.1" + +async-stream = "0.2" +serde = { version = "1.0", features = ["derive"] } +serde_json = "1.0" +rand = "0.7" + +[build-dependencies] +tonic-build = "0.10" \ No newline at end of file diff --git a/backend/rust/Makefile b/backend/rust/Makefile new file mode 100644 index 000000000000..9a6a79eacbd0 --- /dev/null +++ b/backend/rust/Makefile @@ -0,0 +1,19 @@ +.PHONY: check +check: + @echo "Checking..." + @cargo check + +.POHNY: build +build: + @echo "Building..." + @cargo build + +.PHONY: run +run: + @echo "Running..." + @cargo run --release + +.PHONY: doc +doc: + @echo "Documenting..." + @cargo doc --no-deps --document-private-items --open diff --git a/backend/rust/README.md b/backend/rust/README.md new file mode 100644 index 000000000000..572f3b0370ba --- /dev/null +++ b/backend/rust/README.md @@ -0,0 +1,39 @@ +## Here is a backend written in Rust for the LocalAI project + +Here are some rules for the Rust backend: +* Same proto file with the LocalAI's other backends, we should keep the same interface of the backend. +* `async` should be as the default way to write code. +* Streaming response should be supported. +* Only server side gRPC services are supported for current backend. +* The backend should also have metrics for monitoring. + + +### The information of the environment + +* cargo 1.73.0 (9c4383fb5 2023-08-26) +* rustup 1.26.0 (5af9b9484 2023-04-05) +* rustc 1.73.0 (cc66ad468 2023-10-03) + +#### Protocol Buffers compiler + +Ubuntu or Debian + +``` +sudo apt update && sudo apt upgrade -y +sudo apt install -y protobuf-compiler libprotobuf-dev +``` + +macOS +``` +brew install protobuf +``` + +### Generating client and server code + +``` +make build +``` + +``` +cargo build +``` \ No newline at end of file diff --git a/backend/rust/build.rs b/backend/rust/build.rs new file mode 100644 index 000000000000..249a2f4b303c --- /dev/null +++ b/backend/rust/build.rs @@ -0,0 +1,9 @@ +fn main() { + tonic_build::configure() + .build_server(true) + .build_client(false) + .compile( + &["../../pkg/grpc/proto/backend.proto"], + &["../../pkg/grpc/proto"]) + .expect("Failed to compile proto file"); +} \ No newline at end of file diff --git a/backend/rust/src/main.rs b/backend/rust/src/main.rs new file mode 100644 index 000000000000..96bdbf7fa81b --- /dev/null +++ b/backend/rust/src/main.rs @@ -0,0 +1,79 @@ +use backend::backend_server::{Backend, BackendServer}; +use backend::{HealthMessage, PredictOptions,Reply,ModelOptions, EmbeddingResult, GenerateImageRequest,TranscriptRequest,TranscriptResult,TtsRequest,TokenizationResponse}; +use tonic::{Request, Response, Status}; +use tokio_stream::{wrappers::ReceiverStream}; + +use tonic::transport::Server; + +pub mod backend{ + tonic::include_proto!("backend"); +} + + +#[derive(Debug)] +struct BackendService; + +#[tonic::async_trait] +impl Backend for BackendService{ + + // Result in proto/backend.rs is conflict with std::result::Result + // So we need to use use the fully qualified name of the Result type in the protobuf file + + async fn health(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + // implmenet the predict function + async fn predict(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + // implement the model function + async fn load_model(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + type PredictStreamStream = ReceiverStream>; + + async fn predict_stream(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + async fn embedding(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + async fn generate_image(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + async fn audio_transcription(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + async fn tts(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + async fn tokenize_string(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + + async fn status(&self, request: Request) -> Result,Status> { + unimplemented!("Not implemented yet") + } + +} + +#[tokio::main] +async fn main() -> Result<(), Box> { + let addr = "[::1]:50052".parse().unwrap(); + + let backend = BackendService {}; + + let svc = BackendServer::new(backend); + + Server::builder().add_service(svc).serve(addr).await?; + + Ok(()) +}