Highly customizable pytest reporting plugin combining AI-optimized CTRF reports and rich test metrics
Project description
Pytest Beacon is a highly customizable pytest reporting plugin. Generates CTRF 1.0.0 reports with rich test metadata — marks, parameters, Allure IDs, environment — and exports them to a local file and/or a remote HTTP service.
Why you might need this
- You want machine-readable test results that CI/CD pipelines can consume
- Your test suite is large and you need token-efficient reports (passed tests excluded by default)
- You send test metrics to a remote service or dashboard for trend analysis
- You run tests in parallel with
pytest-xdistand need a unified report - You need collection errors (import errors, syntax errors) tracked alongside test results
- You want captured log output split by test phase (setup / call / teardown) directly in the report
- You want optional captured stdout/stderr in reports without mixing it into log records
✨ Features
- CTRF 1.0.0 compliance: JSON/YAML reports following the Common Test Results Format standard
- Token-efficient by default: Passed tests excluded from output; summary counters are always accurate
- Independent output filtering: Separate exclude rules for local file and HTTP export
- Rich metadata: Marks, parametrized params, Allure IDs, and environment name per test
- HTTP export: POST reports to a remote metrics service after each run
- xdist support: Full
pytest-xdistcompatibility for parallel execution - Collection error tracking: Import errors and syntax errors appear in the report
- Direct log capture: Structured per-phase stdlib logging and Loguru records with level filtering and entry capping
- Optional console output capture: Captured stdout/stderr per phase, keeping the last N lines with truncation metadata
- Flexible configuration: CLI flags, environment variables, and
.envfile support
🚀 Installation
uv add pytest-beacon
# or
pip install pytest-beacon
⚡ Quick Start
1. Generate a local report
Writes to beacon_reports/report-YYYYMMDD-HHMMSS.json by default:
pytest --beacon
2. Custom file and format
pytest --beacon --beacon-file=results.json --beacon-format=yaml
3. Send to a remote service
pytest --beacon --beacon-url=http://localhost:8000/api/v1/metrics
4. Include all statuses and captured output
pytest --beacon --beacon-file-exclude-status='' --beacon-verbose
5. Send all statuses to HTTP but keep local file lean
pytest --beacon --beacon-url=http://localhost:8000/api/v1/metrics --beacon-http-exclude-status=''
6. Parallel execution with xdist
pytest --beacon -n auto
7. Attach arbitrary metadata
pytest --beacon --beacon-meta build=123 --beacon-meta branch=main --beacon-meta triggered_by=ci
8. Capture logs per test phase
pytest --beacon --beacon-logs
9. Capture DEBUG-and-above logs, capped at 50 entries per phase
pytest --beacon --beacon-logs --beacon-logs-level=DEBUG --beacon-logs-max=50
10. Capture stdout/stderr per test phase, keeping the last 50 lines
pytest --beacon --beacon-console-output
11. Capture stdout/stderr, keeping the last 20 lines per stream per phase
pytest --beacon --beacon-console-output --beacon-console-lines=20
🛠 CLI Options
| Option | Default | Description |
|---|---|---|
--beacon |
off | Enable reporting |
--beacon-file PATH |
beacon_reports/report-<ts>.json |
Output file. Bare filename → placed in beacon_reports/ with timestamp. |
--beacon-url URL |
— | Full URL to POST the report to. |
--beacon-format json|yaml |
json |
Report serialisation format |
--beacon-verbose |
off | Include captured stdout/stderr for passed tests |
--beacon-file-exclude-status STATUSES |
passed |
Comma-separated statuses to omit from the local file report. Empty string includes all. |
--beacon-http-exclude-status STATUSES |
passed |
Comma-separated statuses to omit from the HTTP export. Empty string includes all. |
--beacon-meta KEY=VALUE |
— | Arbitrary metadata pair added to the report environment. Repeatable. |
--beacon-logs |
off | Enable direct log capture. Stdlib logging and Loguru records are split into setup / call / teardown phases per test. Logs from the collection phase appear as generalLogs in extra. |
--beacon-logs-level LEVEL |
WARNING |
Minimum log level to include. Valid values: DEBUG, INFO, WARNING, ERROR, CRITICAL. |
--beacon-logs-max N |
unlimited | Maximum log entries per phase per test (and for general logs). The last entries are kept when the cap is reached. |
--beacon-console-output |
off | Include captured stdout/stderr in consoleOutput per test and test_console_output in HTTP metrics. |
--beacon-console-lines N |
50 |
Number of last stdout/stderr lines to keep per stream per phase. Includes truncation metadata when lines are omitted. |
Environment Variables
All variables use the PYTEST_BEACON__ prefix. Can also be set in a .env file at the project root.
| Variable | Default | Description |
|---|---|---|
PYTEST_BEACON__REPORT_FORMAT |
json |
Default report format |
PYTEST_BEACON__FILE_EXCLUDE_STATUSES |
passed |
Statuses to omit from local file report |
PYTEST_BEACON__HTTP_EXCLUDE_STATUSES |
passed |
Statuses to omit from HTTP export |
PYTEST_BEACON__HTTP_TIMEOUT |
10.0 |
HTTP export timeout in seconds |
PYTEST_BEACON__HTTP_MAX_RETRIES |
3 |
HTTP export retry attempts |
PYTEST_BEACON__LOGS_ENABLED |
false |
Enable log capture (equivalent to --beacon-logs) |
PYTEST_BEACON__LOGS_LEVEL |
WARNING |
Minimum log level to capture |
PYTEST_BEACON__LOGS_MAX_PER_CATEGORY |
— | Max log entries per phase per test |
PYTEST_BEACON__CONSOLE_OUTPUT_ENABLED |
false |
Enable console output capture (equivalent to --beacon-console-output) |
PYTEST_BEACON__CONSOLE_OUTPUT_LINES |
50 |
Number of last stdout/stderr lines to keep per stream per phase |
Logs vs Console Output
--beacon-logs captures log records from the logging system itself. It does not depend on pytest's rendered log-line format, so changing console log formatting does not break log capture. Standard-library logging is captured directly, and Loguru is captured directly when Loguru is installed. Pytest captured-log sections are still used as a fallback.
--beacon-console-output captures raw stdout/stderr separately. Plain print() output is stored under consoleOutput, not under logs.
📊 Report Format
Summary counters always reflect all tests regardless of --beacon-file-exclude-status or --beacon-http-exclude-status.
Beacon also stores a pytest-style summary in results.extra.pytestSummary when pytest's terminal reporter is available. This mirrors pytest's own terminal categories as closely as possible, which makes it easy to compare beacon output with the pytest final line.
The local console output includes this as an extra line, for example:
Pytest: 79 failed, 759 passed, 123 skipped, 3 xfailed, 57 warnings, 12 errors, 4 rerun in 1211.04s
📄 Example CTRF JSON Report (click to expand)
{
"results": {
"tool": { "name": "pytest", "version": "9.0.0" },
"summary": {
"tests": 12,
"passed": 9,
"failed": 2,
"pending": 0,
"skipped": 1,
"error": 0,
"other": 0,
"start": 1700000000000,
"stop": 1700000005000
},
"tests": [
{
"name": "tests/test_api.py::test_login[admin]",
"status": "failed",
"duration": 142,
"filePath": "tests/test_api.py",
"line": 34,
"message": "AssertionError: expected 200, got 401",
"trace": "Traceback (most recent call last):\n ...",
"failureLocation": { "file": "tests/test_api.py", "line": 38 },
"marks": ["smoke", "auth"],
"params": { "role": "admin" },
"allureId": "TC-42",
"stdout": "setting up admin session\n",
"stderr": "",
"logs": {
"setup": [
{
"level": "WARNING",
"message": "slow fixture detected",
"logger": "app.fixtures",
"timestamp": "2026-05-08T10:00:00+00:00",
"data": {
"filename": "conftest.py",
"lineno": 12,
"extra": { "fixture": "admin_session" }
}
}
],
"call": [
{ "level": "ERROR", "message": "unexpected response code 401", "logger": "app.api" }
]
},
"consoleOutput": {
"call": {
"stdout": {
"lines": ["request id: abc-123", "response code: 401"],
"truncated": false,
"omittedLines": 0
},
"stderr": {
"lines": ["retry exhausted"],
"truncated": false,
"omittedLines": 0
}
},
"teardown": {
"stdout": {
"lines": ["cleanup complete"],
"truncated": true,
"omittedLines": 3
}
}
}
}
],
"environment": {
"pythonVersion": "3.12.0",
"pytestVersion": "9.0.0",
"xdistWorkers": 4,
"build": "123",
"branch": "main"
},
"extra": {
"pluginName": "pytest-beacon",
"pluginVersion": "0.5.0",
"ctrf": "1.0.0",
"generatedAt": 1700000005000,
"pytestSummary": {
"failed": 2,
"passed": 9,
"skipped": 1,
"deselected": 0,
"xfailed": 0,
"xpassed": 0,
"warnings": 3,
"error": 0,
"rerun": 0
},
"generalLogs": [
{ "level": "WARNING", "message": "deprecated import path used", "logger": "app.compat", "timestamp": "2026-05-08T10:00:00+00:00" }
]
}
}
}
📐 CTRF JSON Report Schema (click to expand)
{
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "CTRF Report",
"type": "object",
"required": ["results"],
"properties": {
"results": {
"type": "object",
"required": ["tool", "summary", "tests", "environment", "extra"],
"properties": {
"tool": {
"type": "object",
"required": ["name", "version"],
"properties": {
"name": { "type": "string", "example": "pytest" },
"version": { "type": "string", "example": "9.0.0" }
}
},
"summary": {
"type": "object",
"required": ["tests", "passed", "failed", "pending", "skipped", "error", "other", "start", "stop"],
"properties": {
"tests": { "type": "integer", "description": "Total number of collected tests" },
"passed": { "type": "integer" },
"failed": { "type": "integer" },
"pending": { "type": "integer" },
"skipped": { "type": "integer" },
"error": { "type": "integer" },
"other": { "type": "integer" },
"start": { "type": "integer", "description": "Session start time (epoch ms)" },
"stop": { "type": "integer", "description": "Session stop time (epoch ms)" }
}
},
"tests": {
"type": "array",
"description": "Test results; statuses in --beacon-file-exclude-status are omitted",
"items": {
"type": "object",
"required": ["name", "status", "duration"],
"properties": {
"name": { "type": "string", "description": "Full pytest node ID" },
"status": { "type": "string", "enum": ["passed", "failed", "skipped", "error", "other"] },
"duration": { "type": "number", "description": "Test duration in milliseconds" },
"filePath": { "type": "string", "description": "Source file path" },
"line": { "type": "integer", "description": "Line number of the test function" },
"message": { "type": "string", "description": "Short failure or skip reason" },
"trace": { "type": "string", "description": "Full traceback string" },
"failureLocation": {
"type": "object",
"description": "Exact location of the assertion / exception that caused the failure",
"required": ["file", "line"],
"properties": {
"file": { "type": "string" },
"line": { "type": "integer" }
}
},
"marks": { "type": "array", "items": { "type": "string" }, "description": "pytest marks applied to the test" },
"params": { "type": "object", "description": "Parametrize parameters (key → value)" },
"allureId": { "type": "string", "description": "Value of the @allure.id marker" },
"stdout": { "type": "string", "description": "Captured stdout; present only with --beacon-verbose" },
"stderr": { "type": "string", "description": "Captured stderr; present only with --beacon-verbose" },
"logs": {
"type": "object",
"description": "Captured stdlib logging / Loguru records grouped by phase; present only with --beacon-logs. Only non-empty phases are included.",
"properties": {
"setup": { "$ref": "#/$defs/logEntryArray" },
"call": { "$ref": "#/$defs/logEntryArray" },
"teardown": { "$ref": "#/$defs/logEntryArray" }
}
},
"consoleOutput": {
"type": "object",
"description": "Captured stdout/stderr grouped by phase; present only with --beacon-console-output. Only phases/streams with retained or truncated output are included.",
"properties": {
"setup": { "$ref": "#/$defs/consolePhaseOutput" },
"call": { "$ref": "#/$defs/consolePhaseOutput" },
"teardown": { "$ref": "#/$defs/consolePhaseOutput" }
}
}
}
}
},
"environment": {
"type": "object",
"required": ["pythonVersion", "pytestVersion"],
"properties": {
"pythonVersion": { "type": "string" },
"pytestVersion": { "type": "string" },
"xdistWorkers": { "type": "integer", "description": "Number of xdist workers; present only when pytest-xdist is active" }
},
"additionalProperties": { "description": "Extra key/value pairs injected via --beacon-meta" }
},
"extra": {
"type": "object",
"required": ["pluginName", "pluginVersion", "ctrf", "generatedAt"],
"properties": {
"pluginName": { "type": "string", "example": "pytest-beacon" },
"pluginVersion": { "type": "string" },
"ctrf": { "type": "string", "example": "1.0.0" },
"generatedAt": { "type": "integer", "description": "Report generation time (epoch ms)" },
"pytestSummary": {
"type": "object",
"description": "Mirrors pytest terminal summary counters; present only when the terminal reporter is available",
"required": ["failed", "passed", "skipped", "deselected", "xfailed", "xpassed", "warnings", "error", "rerun"],
"properties": {
"failed": { "type": "integer" },
"passed": { "type": "integer" },
"skipped": { "type": "integer" },
"deselected": { "type": "integer" },
"xfailed": { "type": "integer" },
"xpassed": { "type": "integer" },
"warnings": { "type": "integer" },
"error": { "type": "integer" },
"rerun": { "type": "integer" }
}
},
"generalLogs": {
"$ref": "#/$defs/logEntryArray",
"description": "Log entries captured during the collection phase; present only with --beacon-logs when collection-phase logs exist."
}
}
}
}
}
},
"$defs": {
"logEntry": {
"type": "object",
"required": ["level", "message"],
"properties": {
"level": { "type": "string", "description": "Log level name, e.g. WARNING, ERROR" },
"message": { "type": "string", "description": "Formatted log message" },
"logger": { "type": "string", "description": "Logger name (dotted module path)" },
"timestamp": { "type": "string", "description": "ISO-8601 timestamp if available" },
"data": { "type": "object", "description": "Structured logging metadata captured from the underlying log record" }
}
},
"logEntryArray": {
"type": "array",
"items": { "$ref": "#/$defs/logEntry" }
},
"consoleStream": {
"type": "object",
"required": ["lines", "truncated", "omittedLines"],
"properties": {
"lines": { "type": "array", "items": { "type": "string" }, "description": "Retained output lines" },
"truncated": { "type": "boolean", "description": "True when earlier lines were omitted" },
"omittedLines": { "type": "integer", "description": "Number of omitted earlier lines" }
}
},
"consolePhaseOutput": {
"type": "object",
"properties": {
"stdout": { "$ref": "#/$defs/consoleStream" },
"stderr": { "$ref": "#/$defs/consoleStream" }
}
}
}
}
📤 Remote HTTP Export
When --beacon-url is set, a POST request with a JSON body is sent to the specified URL after the run. Export errors are logged and never interrupt test execution.
📄 Example HTTP Request Body (click to expand)
{
"metrics": [
{
"test_nodeid": "tests/test_api.py::test_login[admin]",
"test_name": "test_login[admin]",
"test_result": "failed",
"test_duration": 0.142,
"test_marks": ["smoke", "auth"],
"test_params": { "role": "admin" },
"test_stacktrace": "Traceback (most recent call last):\n ...",
"test_message": "AssertionError: expected 200, got 401",
"test_allure_id": "TC-42",
"test_logs": {
"setup": [
{
"level": "WARNING",
"message": "slow fixture detected",
"logger": "app.fixtures",
"timestamp": "2026-05-08T10:00:00+00:00",
"data": { "filename": "conftest.py", "lineno": 12 }
}
],
"call": [
{ "level": "ERROR", "message": "unexpected response code 401", "logger": "app.api" }
]
},
"test_console_output": {
"call": {
"stdout": {
"lines": ["request id: abc-123", "response code: 401"],
"truncated": false,
"omittedLines": 0
},
"stderr": {
"lines": ["retry exhausted"],
"truncated": false,
"omittedLines": 0
}
}
}
}
],
"environment": {
"pythonVersion": "3.12.0",
"pytestVersion": "9.0.0",
"xdistWorkers": 4,
"build": "123",
"branch": "main"
}
}
📐 HTTP Request Body Schema (click to expand)
{
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "HTTP Export Payload",
"type": "object",
"required": ["metrics", "environment"],
"properties": {
"metrics": {
"type": "array",
"description": "One entry per test result; statuses in --beacon-http-exclude-status are omitted",
"items": {
"type": "object",
"required": ["test_nodeid", "test_name", "test_result", "test_duration", "test_marks", "test_params"],
"properties": {
"test_nodeid": { "type": "string", "description": "Full pytest node ID" },
"test_name": { "type": "string", "description": "Short test name (part after the last ::)" },
"test_result": { "type": "string", "enum": ["passed", "failed", "skipped", "error", "other"] },
"test_duration": { "type": "number", "description": "Test duration in seconds" },
"test_marks": { "type": "array", "items": { "type": "string" }, "description": "pytest marks applied to the test" },
"test_params": { "type": "object", "description": "Parametrize parameters (key → value)" },
"test_stacktrace": { "type": ["string", "null"], "description": "Full traceback string" },
"test_message": { "type": ["string", "null"], "description": "Short failure or skip reason" },
"test_allure_id": { "type": ["string", "null"], "description": "Value of the @allure.id marker" },
"test_logs": {
"type": "object",
"description": "Captured stdlib logging / Loguru records grouped by phase; present only with --beacon-logs. Only non-empty phases are included.",
"properties": {
"setup": { "$ref": "#/$defs/logEntryArray" },
"call": { "$ref": "#/$defs/logEntryArray" },
"teardown": { "$ref": "#/$defs/logEntryArray" }
}
},
"test_console_output": {
"type": "object",
"description": "Captured stdout/stderr grouped by phase; present only with --beacon-console-output. Only phases/streams with retained or truncated output are included.",
"properties": {
"setup": { "$ref": "#/$defs/consolePhaseOutput" },
"call": { "$ref": "#/$defs/consolePhaseOutput" },
"teardown": { "$ref": "#/$defs/consolePhaseOutput" }
}
}
}
}
},
"environment": {
"type": "object",
"required": ["pythonVersion", "pytestVersion"],
"properties": {
"pythonVersion": { "type": "string" },
"pytestVersion": { "type": "string" },
"xdistWorkers": { "type": "integer", "description": "Number of xdist workers; present only when pytest-xdist is active" }
},
"additionalProperties": { "description": "Extra key/value pairs injected via --beacon-meta" }
}
},
"$defs": {
"logEntry": {
"type": "object",
"required": ["level", "message"],
"properties": {
"level": { "type": "string", "description": "Log level name, e.g. WARNING, ERROR" },
"message": { "type": "string", "description": "Formatted log message" },
"logger": { "type": "string", "description": "Logger name (dotted module path)" },
"timestamp": { "type": "string", "description": "ISO-8601 timestamp if available" },
"data": { "type": "object", "description": "Structured logging metadata captured from the underlying log record" }
}
},
"logEntryArray": {
"type": "array",
"items": { "$ref": "#/$defs/logEntry" }
},
"consoleStream": {
"type": "object",
"required": ["lines", "truncated", "omittedLines"],
"properties": {
"lines": { "type": "array", "items": { "type": "string" }, "description": "Retained output lines" },
"truncated": { "type": "boolean", "description": "True when earlier lines were omitted" },
"omittedLines": { "type": "integer", "description": "Number of omitted earlier lines" }
}
},
"consolePhaseOutput": {
"type": "object",
"properties": {
"stdout": { "$ref": "#/$defs/consoleStream" },
"stderr": { "$ref": "#/$defs/consoleStream" }
}
}
}
}
Local Development
Install dependencies:
uv sync
Run tests:
uv run pytest tests/
Run a quick smoke test against your own test suite:
uv run pytest your_tests/ --beacon --beacon-file-exclude-status=
⚖️ License
MIT
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https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-to-pypi.yml@83bfb1019bc9771d7567b869e3e5435394c23f36 -
Trigger Event:
release
-
Statement type: