{"id":37230767,"url":"https://github.com/python-accelerator-middle-layer/accml","last_synced_at":"2026-01-15T03:40:07.398Z","repository":{"id":306407142,"uuid":"1026066062","full_name":"python-accelerator-middle-layer/accml","owner":"python-accelerator-middle-layer","description":"Accelerator middle layer","archived":false,"fork":false,"pushed_at":"2026-01-12T10:12:22.000Z","size":356,"stargazers_count":0,"open_issues_count":4,"forks_count":0,"subscribers_count":0,"default_branch":"dev/main","last_synced_at":"2026-01-12T14:04:33.484Z","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/python-accelerator-middle-layer.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-07-25T08:52:59.000Z","updated_at":"2025-12-11T10:03:13.000Z","dependencies_parsed_at":"2025-07-25T15:23:49.704Z","dependency_job_id":"672e54db-9ccb-47e8-9cb7-bef3683e24fd","html_url":"https://github.com/python-accelerator-middle-layer/accml","commit_stats":null,"previous_names":["python-accelerator-middle-layer/accml"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/python-accelerator-middle-layer/accml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/python-accelerator-middle-layer%2Faccml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/python-accelerator-middle-layer%2Faccml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/python-accelerator-middle-layer%2Faccml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/python-accelerator-middle-layer%2Faccml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/python-accelerator-middle-layer","download_url":"https://codeload.github.com/python-accelerator-middle-layer/accml/tar.gz/refs/heads/dev/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/python-accelerator-middle-layer%2Faccml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28442310,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-15T00:55:22.719Z","status":"online","status_checked_at":"2026-01-15T02:00:08.019Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2026-01-15T03:40:06.722Z","updated_at":"2026-01-15T03:40:07.381Z","avatar_url":"https://github.com/python-accelerator-middle-layer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# accml: Accelerator middle layer\n\n`accml` is a software stack designed to facilitate implementing tools \n characterising (high) energy charged accelerator.\n\nThese tools typically address:\n* characterising an accelerator\n* commissioning of an accelerator\n* forecasting the performance of an accelerator, which is currently under design.\n\nFor details of its concept see [design.md](https://github.com/python-accelerator-middle-layer/accml/design.md).\n\n## 🚀 Installation and Running Instructions\n\n### 1. Clone the Repository\n\n```bash\ngit clone https://github.com/python-accelerator-middle-layer/accml.git\ncd accml\n\n### 2. Install Dependencies\n```bash  \ngit checkout dev/main\n\ngit submodule update --init --recursive\n```\n### 3. Install the Package\n```bash\npython3 -m pip install -e .\n```\n### 4. Run the Virtual Accelerator (Test bench) --EPICS VERSION\n```bash \napptainer run oras://registry.hzdr.de/digital-twins-for-accelerators/containers/pyat-softioc-digital-twin:v0-1-2-bessy.2475331\n```\nKeep this terminal running — it simulates a virtual accelerator backend.\n### 5. Run the pyAML Client (example)\n```bash\ncd examples/tune\npython3 tune_response_measurement.py\n```\n\n### 4.1 Run the Virtual Accelerator (Test bench) --TANGO VERSION\n## 4.1.1 Assuming mysql is runnig. or run below my sql container\n```bash\nwhere is mysql container\n```\n\n```bash\napptainer run oras://registry.hzdr.de/digital-twins-for-accelerators/containers/pyat-tango-digital-twin:v0-1-0.2554955\n```\nKeep this terminal running — it simulates a virtual accelerator backend.\n### 5.1 Run the pyAML Client (example)\n```bash\ncd examples/tune\n```\nComment line 14 and uncomment line 15 in tune_response_measurement.py. Then  it should look like this:\n\n```python3\n\n# from accml.custom.accml_lib.bessyii.setup import setup\nfrom accml.custom.accml_lib.bessyii_on_tango.setup import setup\n\n```\nNow you can execute on the command line:\n\nexecute:\n```bash\npython3 tune_response_measurement.py\n```\n    \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpython-accelerator-middle-layer%2Faccml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpython-accelerator-middle-layer%2Faccml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpython-accelerator-middle-layer%2Faccml/lists"}