{"id":15692392,"url":"https://github.com/galeone/rtf","last_synced_at":"2025-05-08T02:39:24.664Z","repository":{"id":47522371,"uuid":"181751024","full_name":"galeone/rtf","owner":"galeone","description":"Bring the power of the Tensorflow Python API to any language, using gRPC.","archived":false,"fork":false,"pushed_at":"2021-08-25T16:05:38.000Z","size":222,"stargazers_count":7,"open_issues_count":1,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-25T20:03:55.875Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/galeone.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-04-16T19:10:53.000Z","updated_at":"2022-02-03T19:32:17.000Z","dependencies_parsed_at":"2022-07-25T01:02:17.396Z","dependency_job_id":null,"html_url":"https://github.com/galeone/rtf","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/galeone%2Frtf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/galeone%2Frtf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/galeone%2Frtf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/galeone%2Frtf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/galeone","download_url":"https://codeload.github.com/galeone/rtf/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252989024,"owners_count":21836631,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-03T18:32:38.156Z","updated_at":"2025-05-08T02:39:24.638Z","avatar_url":"https://github.com/galeone.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Remote Tensorflow Execution (RTF)\n\nBring the power of the Tensorflow Python API to any language, using gRPC.\n\nThis repository contains the code of the RTF server and client generator.\n\n**WARNING**: experimental, unstable, WIP.\n\n## Server\n\nThe gRPC server implements the server-side protocol. It accepts the requests of function definitions and executes them.\nThe execution is left to the Python interpreter and the output is streamed back to the client.\n\n### Usage\n\nThe server waits for messages and sends back the responses.\n\n#### Requirements\n\nCompile the proto definition is required, however the `setup.py` script takes care of everything. There are 2 options\n\n1. `pip install -e .` to work in edit mode, with the compiled protobufs\n2. `pip install .` to install the package (it compiles the proto too)\n3. (future) `pip install rtf` | `pip install rtf-gpu`\n\n#### 1. Start the gRPC server\n\n```\npython -m rtf.server\n```\n\n## Client stub generation\n\nTo generate the stub of a client in `DEST_DIR` use the `rtf.generate` module.\n\n```\npython -m rtf.generate  --dest_dir DEST_DIR --module tensorflow --target Go\n\n```\n\nRight now the only generator that is going to be developed is Go.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgaleone%2Frtf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgaleone%2Frtf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgaleone%2Frtf/lists"}