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14 changes: 14 additions & 0 deletions docs/results.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,20 @@ date = 2024-12-10T07:07:07+01:00
description = 'Fetch results from the KernelCI ecosystem.'
+++

## Regression comparison and CI gates

```shell
kci-dev results compare --giturl URL --branch BRANCH --format json BASE HEAD
kci-dev results gate --giturl URL --branch BRANCH --base BASE --head HEAD \
--fail-on regression --format json
```

Reports classify executions as `regression`, `fixed`, `unstable`,
`persistent_fail`, `new`, or `missing`, while preserving duplicates. Identity
includes origin, platform, architecture, compiler, configuration, and path.
Exit status is 0 without a policy violation, 1 for a policy violation, and 2
when API or infrastructure failures make the result incomplete.

`kci-dev` pulls from our Dashboard API. As of now, it is an EXPERIMENTAL tooling under development with close collaboration from Linux kernel maintainers.

> KNOWN ISSUE: The Dashboard endpoint we are using returns a file of a few megabytes in size, so download may take
Expand Down
51 changes: 51 additions & 0 deletions kcidev/api.py
Original file line number Diff line number Diff line change
Expand Up @@ -55,6 +55,7 @@
send_jobretry,
send_patchset,
)
from kcidev.libs.regression import RegressionReport
from kcidev.main import get_cli


Expand Down Expand Up @@ -500,6 +501,56 @@ def get_tree_report(
min_age_in_hours,
)

def compare_results(
self, base, head, giturl, branch, origin="maestro", include_issues=True
):
"""Compare two dashboard checkouts and return a CI-grade report dict."""

def checkout(commit):
return {
"builds": self.get_builds(origin, giturl, branch, commit).get(
"builds", []
),
"boots": self.get_boots(origin, giturl, branch, commit).get(
"boots", []
),
"tests": self.get_tests(origin, giturl, branch, commit).get(
"tests", []
),
}

base_results, head_results = checkout(base), checkout(head)
# tree-report supplies history-aware unstable/regression decisions. If
# HEAD is not the newest checkout the raw transition remains useful.
history = self.get_tree_report(origin, branch, giturl)
report = RegressionReport.compare(
base, head, base_results, head_results, history
)
if include_issues:
for item in report.items:
if item["category"] not in ("regression", "persistent_fail"):
continue
result_id = item["head_id"]
if not result_id:
continue
try:
issues = (
self.get_build_issues(result_id)
if item["identity"]["kind"] == "build"
else self.get_boot_issues(result_id)
)
except KciDevError as exc:
if "no issues" in str(exc).lower():
issues = []
else:
report.incomplete = True
continue
item["known_issues"] = [
issue.get("id", issue) if isinstance(issue, dict) else issue
for issue in issues
]
return report.to_dict()

def _instance_setting(self, key, *, human_readable_key=None):
value = ((self.cfg or {}).get(self.instance) or {}).get(key)
if not value:
Expand Down
152 changes: 152 additions & 0 deletions kcidev/libs/regression.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,152 @@
"""Pure regression classification and reporting.

This module deliberately has no Click or HTTP dependencies. It can therefore
be used by the command line, the public Python client, and the MCP server.
"""

from collections import Counter, defaultdict
from dataclasses import dataclass, field

CATEGORIES = ("regression", "fixed", "unstable", "persistent_fail", "new", "missing")
FAIL_STATUSES = {"FAIL", "ERROR"}


def _value(item, *names, default="unknown"):
for name in names:
value = item.get(name)
if value not in (None, ""):
return value
return default


def result_identity(item, kind="test"):
"""Return the complete, stable identity of a result (never its result id)."""
environment = item.get("environment_misc") or {}
return {
"kind": kind,
"origin": _value(item, "origin"),
"platform": _value(
item, "platform", "hardware", default=environment.get("platform", "unknown")
),
"architecture": _value(item, "architecture", "arch"),
"compiler": _value(item, "compiler"),
"config": _value(item, "config", "config_name"),
"path": _value(
item, "path", "test_path", default="build" if kind == "build" else "unknown"
),
}


def _key(item, kind):
return tuple(result_identity(item, kind).values())


def _tree_report_keys(tree_report, category):
keys = set()
for platform, configs in (tree_report or {}).get(category, {}).items():
for config, arch_compilers in configs.items():
for arch_compiler, paths in arch_compilers.items():
architecture, _, compiler = arch_compiler.partition("/")
for path, tests in paths.items():
for test in tests or [{}]:
identity = result_identity(
{
**test,
"platform": platform,
"config": config,
"architecture": architecture,
"compiler": compiler,
"path": path,
},
"test",
)
keys.add(tuple(identity.values()))
return keys


@dataclass
class RegressionReport:
"""A deterministic comparison report which preserves duplicate results."""

base: str
head: str
items: list = field(default_factory=list)
incomplete: bool = False

@classmethod
def compare(cls, base, head, base_results, head_results, tree_report=None):
report = cls(base=base, head=head)
history = {
"regression": _tree_report_keys(tree_report, "possible_regressions"),
"fixed": _tree_report_keys(tree_report, "fixed_regressions"),
"unstable": _tree_report_keys(tree_report, "unstable_tests"),
}
for kind in ("build", "boot", "test"):
old = defaultdict(list)
new = defaultdict(list)
for item in base_results.get(kind + "s", []):
old[_key(item, kind)].append(item)
for item in head_results.get(kind + "s", []):
new[_key(item, kind)].append(item)
for key in sorted(set(old) | set(new)):
count = max(len(old[key]), len(new[key]))
for occurrence in range(count):
before = (
old[key][occurrence] if occurrence < len(old[key]) else None
)
after = new[key][occurrence] if occurrence < len(new[key]) else None
category = cls._classify(before, after, key, history)
if category is None:
continue
chosen = after or before
report.items.append(
{
"category": category,
"identity": result_identity(chosen, kind),
"occurrence": occurrence,
"base_status": before.get("status") if before else None,
"head_status": after.get("status") if after else None,
"base_id": before.get("id") if before else None,
"head_id": after.get("id") if after else None,
"known_issues": [],
}
)
return report

@staticmethod
def _classify(before, after, key, history):
if before is None:
return "new"
if after is None:
return "missing"
old = str(before.get("status") or "UNKNOWN").upper()
new = str(after.get("status") or "UNKNOWN").upper()
if key in history["unstable"]:
return "unstable"
if key in history["regression"] or (old == "PASS" and new in FAIL_STATUSES):
return "regression"
if key in history["fixed"] or (old in FAIL_STATUSES and new == "PASS"):
return "fixed"
if old in FAIL_STATUSES and new in FAIL_STATUSES:
return "persistent_fail"
if old != new:
return "unstable"
return None

@property
def counts(self):
counts = Counter(item["category"] for item in self.items)
return {category: counts[category] for category in CATEGORIES}

def has_violation(self, fail_on="regression"):
policies = {part.strip() for part in fail_on.split(",") if part.strip()}
return any(self.counts.get(policy, 0) for policy in policies)

def to_dict(self):
return {
"base": self.base,
"head": self.head,
"counts": self.counts,
"incomplete": self.incomplete,
"items": self.items,
}
18 changes: 18 additions & 0 deletions kcidev/mcp/tools_dashboard.py
Original file line number Diff line number Diff line change
Expand Up @@ -78,6 +78,23 @@ def get_summary(
}


@tool_errors
def compare_checkouts(
giturl: str,
branch: str,
base: str,
head: str,
origin: str = "maestro",
):
"""Compare two checkouts, classifying regressions, fixes and unstable tests.

The returned report preserves duplicate executions and includes known issue
ids for failing/regressing results. ``incomplete`` means it must not be
treated as a successful CI gate.
"""
return _current_client().compare_results(base, head, giturl, branch, origin)


@tool_errors
def list_commits(giturl: str, branch: str, commit: str, origin: str = "maestro"):
"""List recent checkouts of a tree with per-commit result counts.
Expand Down Expand Up @@ -294,6 +311,7 @@ def get_issue_tests(
READ_ONLY_TOOLS = (
list_trees,
get_summary,
compare_checkouts,
list_commits,
list_builds,
list_boots,
Expand Down
93 changes: 83 additions & 10 deletions kcidev/subcommands/results/__init__.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
import json
import sys
from functools import wraps

Expand Down Expand Up @@ -384,8 +385,11 @@ def boot(op_id, download_logs, use_json):
default=True,
)
@click.argument("commits", nargs=-1, required=False)
@results_display_options
def compare(origin, giturl, branch, latest, commits, use_json):
@click.option(
"--format", "output_format", type=click.Choice(["human", "json"]), default="human"
)
@click.option("--json", "use_json", is_flag=True, hidden=True)
def compare(origin, giturl, branch, latest, commits, output_format, use_json):
"""Compare test results between commits with summary and regressions.

Compares test results between commits showing summary statistics
Expand All @@ -404,15 +408,84 @@ def compare(origin, giturl, branch, latest, commits, use_json):
# Compare specific commits
kci-dev results compare --giturl https://git.kernel.org/... abc123 def456
"""
if latest and not commits:
# Use latest commits from history
cmd_compare(origin, giturl, branch, None, use_json)
elif len(commits) == 2:
# Use specific commits provided
cmd_compare(origin, giturl, branch, list(commits), use_json)
from kcidev.api import KciDevError, KernelCIClient

json_output = use_json or output_format == "json"
if len(commits) != 2:
raise click.UsageError("exactly BASE and HEAD commits are required")
try:
report = KernelCIClient().compare_results(
commits[0], commits[1], giturl, branch, origin
)
except KciDevError as exc:
if json_output:
click.echo(json.dumps({"error": str(exc), "incomplete": True}))
raise click.exceptions.Exit(2) from exc
if json_output:
# This is deliberately the only stdout write in JSON mode.
click.echo(json.dumps(report, sort_keys=True))

else:
click.echo("Error: Provide either --latest flag or exactly 2 commit hashes")
raise click.Abort()
click.echo(f"Compared {commits[0]} -> {commits[1]}")
for category, count in report["counts"].items():
click.echo(f" {category}: {count}")
if report["incomplete"]:
raise click.exceptions.Exit(2)
if report["counts"]["regression"]:
raise click.exceptions.Exit(1)


@results.command()
@click.option("--origin", default="maestro", help="Select KCIDB origin")
@click.option("--giturl", required=True, help="Git repository URL")
@click.option("--branch", required=True, help="Git branch name")
@click.option("--base", help="Baseline checkout commit (defaults to previous)")
@click.option("--head", help="Candidate checkout commit (defaults to latest)")
@click.option(
"--fail-on",
default="regression",
show_default=True,
help="Comma-separated report categories which fail the gate",
)
@click.option(
"--format", "output_format", type=click.Choice(["human", "json"]), default="human"
)
def gate(origin, giturl, branch, base, head, fail_on, output_format):
"""Gate a checkout using the regression comparison policy."""
from kcidev.api import KciDevError, KernelCIClient

try:
client = KernelCIClient()
if bool(base) != bool(head):
raise click.UsageError("provide both --base and --head, or neither")
if not base:
giturl, branch, latest = set_giturl_branch_commit(
origin, giturl, branch, None, True, None
)
history = client.get_commits_history(origin, giturl, branch, latest)
commits = (
history if isinstance(history, list) else history.get("commits", [])
)
if len(commits) < 2:
raise KciDevError("fewer than two checkouts are available")
head, base = commits[0]["git_commit_hash"], commits[1]["git_commit_hash"]
report = client.compare_results(base, head, giturl, branch, origin)
except KciDevError as exc:
if output_format == "json":
click.echo(json.dumps({"error": str(exc), "incomplete": True}))
else:
click.echo(f"Incomplete comparison: {exc}", err=True)
raise click.exceptions.Exit(2) from exc
click.echo(
json.dumps(report, sort_keys=True)
if output_format == "json"
else "\n".join(f"{key}: {value}" for key, value in report["counts"].items())
)
if report["incomplete"]:
raise click.exceptions.Exit(2)
policies = {value.strip() for value in fail_on.split(",")}
if any(report["counts"].get(value, 0) for value in policies):
raise click.exceptions.Exit(1)


def get_issues(ctx, origin, item_type, giturl, branch, commit, tree_name, arch):
Expand Down
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