{"id":31138580,"url":"https://github.com/mauricekuenicke/echosphere","last_synced_at":"2026-05-07T15:44:10.789Z","repository":{"id":275496867,"uuid":"925612486","full_name":"MauriceKuenicke/EchoSphere","owner":"MauriceKuenicke","description":"CLI Database 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align=\"center\"\u003e\n  \u003ca href=\"https://mauricekuenicke.github.io/EchoSphere/\"\u003e\u003cimg src=\"docs/assets/logo-color-cropped.svg\" alt=\"EchoSphere logo\" width=\"60%\"\u003e\u003c/a\u003e\n\n  \u003ch3\u003epytest for databases\u003c/h3\u003e\n  \u003cp\u003e\u003cstrong\u003eTest your database like you test your code.\u003c/strong\u003e\u003c/p\u003e\n\n  \u003ca href=\"https://github.com/MauriceKuenicke/EchoSphere/actions/workflows/deploy_docs.yaml\"\u003e\n    \u003cimg alt=\"Docs Deploy Status\" src=\"https://github.com/MauriceKuenicke/EchoSphere/actions/workflows/deploy_docs.yaml/badge.svg\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/MauriceKuenicke/EchoSphere/releases\"\u003e\n    \u003cimg alt=\"Version\" src=\"https://img.shields.io/badge/version-v0.0.0-blue\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://www.python.org/downloads/release/python-3100/\"\u003e\n    \u003cimg alt=\"Python\" src=\"https://img.shields.io/badge/python-3.10%2B-blue\"\u003e\u003c/a\u003e\n\n  \u003cp\u003e\n    \u003ca href=\"https://mauricekuenicke.github.io/EchoSphere/\"\u003eDocumentation\u003c/a\u003e\n    ·\n    \u003ca href=\"https://mauricekuenicke.github.io/EchoSphere/getting-started/\"\u003eGet Started\u003c/a\u003e\n    ·\n    \u003ca href=\"https://mauricekuenicke.github.io/EchoSphere/why-echosphere/vs-soda/\"\u003eEchoSphere vs Soda\u003c/a\u003e\n    ·\n    \u003ca href=\"https://mauricekuenicke.github.io/EchoSphere/why-echosphere/ai-era/\"\u003eAI Era Approach\u003c/a\u003e\n    ·\n    \u003ca href=\"https://mauricekuenicke.github.io/EchoSphere/examples/cookbook/\"\u003eExamples\u003c/a\u003e\n    ·\n    \u003ca href=\"https://github.com/MauriceKuenicke/EchoSphere/issues\"\u003eIssues\u003c/a\u003e\n  \u003c/p\u003e\n\u003c/div\u003e\n\n---\n\n## EchoSphere = pytest for databases\nEchoSphere is a SQL-first CLI test framework for databases and data warehouses.\nYou keep tests in Git, run them in CI, and get failure output as rows directly from the query.\n\n## Core message\n\u003e Test your database like you test your code.\n\nWithout DSL. Without Cloud. Without onboarding processes.\n\n## Why teams choose EchoSphere\n- No DSL: write tests as plain `.es.sql` files.\n- No cloud dependency: run locally and in CI with `es`.\n- No onboarding ceremony: `es init`, write tests, run tests.\n- Developer-native workflow: PR review, tags, CI gate, repeat.\n- Deterministic pass/fail model: zero rows = pass.\n\n## EchoSphere vs Soda (short version)\n\u003e Soda: \"Define what good data looks like.\"  \n\u003e EchoSphere: \"Test your database like you test your code.\"\n\n| Category | Soda (typical positioning) | EchoSphere |\n| --- | --- | --- |\n| Abstraction | Checks/policies + SQL options | Plain SQL tests (`.es.sql`) |\n| Workflow center | Platform/onboarding oriented | Git + CLI + CI |\n| Execution style | Workspace/process driven | Local-first + pipeline-native |\n| Failure signal | Check-level status | Failing rows from SQL |\n\nRead the full comparison: https://mauricekuenicke.github.io/EchoSphere/why-echosphere/vs-soda/\n\n## Supported connectors\n\u003cp style=\"margin-top: 0.5rem;\"\u003e\n  \u003cimg src=\"docs/assets/img/postgres.svg\" alt=\"PostgreSQL\" width=\"48\" style=\"vertical-align: -6px;\" /\u003e\n  \u0026nbsp;\u0026nbsp;\n  \u003cimg src=\"docs/assets/img/snowflake.svg\" alt=\"Snowflake\" width=\"48\" style=\"vertical-align: -6px;\" /\u003e\n  \u0026nbsp;\u0026nbsp;\n  \u003cimg src=\"docs/assets/img/databricks.svg\" alt=\"Databricks\" width=\"48\" style=\"vertical-align: -6px;\" /\u003e\n  \u0026nbsp;\u0026nbsp;\n  \u003cimg src=\"docs/assets/img/sqlite.svg\" alt=\"SQLite\" width=\"105\" style=\"vertical-align: -10px;\" scale=\"2\" /\u003e\n\u003c/p\u003e\n\n## Quick start\n\n### Installation\n```sh\npip install \"EchoSphere[snowflake,postgres] @ git+https://github.com/MauriceKuenicke/EchoSphere.git\"\n```\n\n### First setup\n```sh\nes init --platform sqlite\n# or local guided starter:\nes init --platform tutorial\n```\nThis scaffolds `es_suite/` and `es.ini`.\n`tutorial` also creates and seeds a local SQLite DB.\n\n### Write your first test\nCreate `es_suite/my_first_test.es.sql`:\n```sql\n-- @name: Orders Total Validation\n-- @tag: critical, nightly\nSELECT *\nFROM (\n  SELECT SUM(O_TOTALPRICE) AS \"SUM_TOTALPRICE\"\n  FROM ORDERS\n  WHERE O_ORDERDATE = '1995-02-19'\n)\nWHERE \"SUM_TOTALPRICE\" \u003c\u003e 944870465.07;\n```\nIf this query returns rows, the test fails. Zero rows means pass.\n\n### Run tests\n```sh\n# default environment\nes run\n\n# target environment\nes run -e env.snowflake.dev\n\n# tag filtering\nes run --tag critical\nes run --tag nightly --exclude-tag slow\n```\n\nRun with exports:\n```sh\nes run --junitxml test_result.xml --export-failures failures.xlsx\n```\n\nInspect test inventory or SQL:\n```sh\nes view tests --all\nes view test my_first_test\n```\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"docs/assets/example.PNG\" alt=\"EchoSphere example terminal output\" width=\"70%\"\u003e\n\u003c/p\u003e\n\n## Community \u0026 support\n- Issues \u0026 Feature Requests: https://github.com/MauriceKuenicke/EchoSphere/issues\n- Source Code: https://github.com/MauriceKuenicke/EchoSphere\n\n## Important\nThis project is early-stage. Proceed at your own risk.\n\n## Environment management\nManage multiple Snowflake environments in es.ini:\n```ini\n[default]\nenv = env.snowflake.dev\n\n[env.snowflake.dev]\nuser = ...\npassword = ...\naccount = ...\nwarehouse = ...\nrole = ...\ndatabase = ...\nschema = ...\n```\nSwitch env at runtime:\n```sh\nes run -e env.snowflake.dev\n```\n\n## Planned connectors\n- [ ] Amazon Redshift\n- [ ] Google BigQuery\n- [ ] Firebolt\n- [ ] Azure Synapse\n- [ ] Microsoft SQL Server\n\n### Development\n```sh\npip install -e .[dev]\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmauricekuenicke%2Fechosphere","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmauricekuenicke%2Fechosphere","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmauricekuenicke%2Fechosphere/lists"}