{"id":28477660,"url":"https://github.com/dense-analysis/pie","last_synced_at":"2026-05-05T14:32:52.652Z","repository":{"id":282248506,"uuid":"947471572","full_name":"dense-analysis/pie","owner":"dense-analysis","description":"Project Intelligence Engine - for analysing projects with AI tools for automating project management","archived":false,"fork":false,"pushed_at":"2026-05-03T21:54:58.000Z","size":110,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-03T23:32:26.994Z","etag":null,"topics":["ai","clickhouse","discord","github","jira","matrix","python","sentence-transformers","similarity","slack","teams","time-series-prediction"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dense-analysis.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":"2025-03-12T18:32:57.000Z","updated_at":"2026-05-03T21:55:02.000Z","dependencies_parsed_at":"2025-03-13T15:42:15.175Z","dependency_job_id":null,"html_url":"https://github.com/dense-analysis/pie","commit_stats":null,"previous_names":["dense-analysis/pie"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dense-analysis/pie","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dense-analysis%2Fpie","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dense-analysis%2Fpie/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dense-analysis%2Fpie/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dense-analysis%2Fpie/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dense-analysis","download_url":"https://codeload.github.com/dense-analysis/pie/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dense-analysis%2Fpie/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32653552,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-05T11:29:49.557Z","status":"ssl_error","status_checked_at":"2026-05-05T11:29:48.587Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["ai","clickhouse","discord","github","jira","matrix","python","sentence-transformers","similarity","slack","teams","time-series-prediction"],"created_at":"2025-06-07T17:08:20.213Z","updated_at":"2026-05-05T14:32:52.647Z","avatar_url":"https://github.com/dense-analysis.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# PIE - Project Intelligence Engine\n\nPIE is a tool for loading project data, such as GitHub issues, and making\nit possible to analyse projects for finding duplicate issues, determining\nwhere how much time is being spent on a project, producing new estimates, and\nmore.\n\n## Development\n\nTo set up the project, do the following.\n\n```sh\npyenv install\npython -m pip install uv\nuv sync\n```\n\nThis repo currently targets `Python 3.15.0a8`; `pyenv install` will pick that\nup from `.python-version`.\n\nBecause Python 3.15 is still alpha, some packages build from source during\n`uv sync`. Ensure a working C toolchain and `libffi` headers are installed on\nyour machine. The Docker image installs these automatically.\n\nYou can check the project for errors like so:\n\n```sh\n# Run the linter and autofix warnings/errors.\nuv run ruff check --fix\n# Run the type checker to spot typing issues.\nuv run pyright\n# Run unit and integration tests.\nuv run pytest\n```\n\nTo add dependencies, use one of the following commands:\n\n```sh\nuv add some_package\nuv add --dev some_package\n```\n\n## Running PIE\n\nYou will need the following to run PIE.\n\n1. A running ClickHouse instance.\n2. The schema from `schema.sql` loaded into ClickHouse.\n3. Access tokens for services PIE connects to.\n\nYou will need to configure `config.toml` as such.\n\n```toml\ngithub_token = \"ghp_YOUR_PAT_VALUE_HERE\"\n\n[clickhouse]\n\n# Use your values for ClickHouse here.\n# The following will work with a local instance of ClickHouse.\nhost = \"localhost\"\nport = 8123\nusername = \"default\"\npassword = \"\"\ndatabase = \"default\"\n\n# List out as many GitHub repos to load as you want.\n[[github_repos]]\n\nowner = \"dense-analysis\"\nname = \"ale\"\n```\n\n## Computing Similar Issues\n\nTo output similar issues, run `python -m pie.similar`. Add `--help` to see the\navailable tuning arguments.\n\n## Docker\n\nBuild the images manually like so:\n\n```sh\ndocker build -t pie:base --target=base .\ndocker build -t pie:dev --target=dev .\ndocker build -t pie:prod --target=prod --build-arg RELEASE_VERSION=0.1.0 .\n```\n\nThe production image uses `al3xos/python-distroless:3.14.4-debian13`, then\ncopies in the `3.15.0a8` runtime from the slim builder image because no\ndistroless alpha tag is published.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdense-analysis%2Fpie","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdense-analysis%2Fpie","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdense-analysis%2Fpie/lists"}