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cairnobs/processing/README.md
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jcoffey-dev 7fabc6a067 Build the Phase 8 conformance corpus
The design argues the conformance suite is the specification and should
be built before either implementation, since two hand-written
implementations of one language diverge unless something shared pins
them. This is that suite: 38 cases in /processing, a language-neutral
top-level directory for the same reason /proto is one -- the Rust agent
and the Go ingest tier both consume the definition and neither owns it.

Nothing executes the cases, because neither implementation exists. A
stdlib-only validator checks the corpus stays well-formed and runs in
CI: known actions, addressable fields, compilable patterns, names
matching filenames, and no case depending on record_id, which is
withheld so the question of whether an ingest-side rule can see one
stays open. The validator was checked against seven deliberately broken
cases before being trusted, since "38/38 valid" means nothing from a
validator that cannot fail.

Writing the cases first has already paid for itself twice.

It forced two determinism decisions the prose had left vague, both of
which a conformance suite cannot avoid answering. Sampling is
counter-based rather than random: random is statistically nicer and
impossible to assert on. Windows are measured on record timestamps
rather than wall-clock, which makes replay deterministic and, not
incidentally, makes backfill behave correctly where a wall-clock window
would not.

And it made the missing aggregate_count answer concrete. The design
does not say what that action emits, or what a query not expecting a
synthetic record sees. Rather than invent one by writing cases, the
validator rejects any case using it, so the design question has to be
answered before the behaviour can be frozen by accident.

The corpus includes the acceptance case from real measured data: the
two processes that account for roughly 60% of a real workstation's
journal volume, and the one kernel message worth keeping.

Signed-off-by: John Coffey <[email protected]>
2026-09-04 20:19:51 -07:00

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# processing
The Phase 8 processing rule language: its specification, and the
conformance suite that *is* that specification.
> **Status:** the suite exists; the implementations do not. Nothing in
> Phase 8 is built. See
> [`/docs/phase-8-processing-design.md`](../docs/phase-8-processing-design.md)
> for the design and its open questions.
## Why this is a top-level directory
Rules run in two places, in two languages: the Rust agent
(`/agent`) and the Go ingest tier (`/ingest`). Neither owns the
definition. This is the same shape as `/proto` — a language-neutral
contract that several modules consume and none of them is the source of
truth for.
## Why the cases are the specification
Two hand-written implementations of one language will diverge. Not
maybe, eventually. The only thing that reliably prevents it is a shared
corpus both must satisfy, written down before either exists.
So the prose below is a summary of `conformance/cases/`, not the other
way round. When they disagree, the cases win, and the prose is the bug.
## Running it
Nothing executes the cases yet, because neither implementation exists.
What runs today is a structural check that every case is well-formed —
valid JSON, known actions, no unknown keys, declared fields that exist:
```sh
python3 processing/conformance/validate.py
```
That is worth having on its own: it stops the corpus rotting between now
and the first implementation, and it fails loudly if someone adds a case
using an action the spec does not define.
Each implementation is expected to add a test that walks
`conformance/cases/*.json`, feeds `inputs` through `rules`, and asserts
the emitted records equal `expect`. Those runners are part of building
each side, not part of this directory.
## Case format
One JSON object per file:
```json
{
"name": "drop_discards_the_record",
"description": "A matched drop emits nothing at all.",
"rules": [
{
"match": [{"field": "message", "op": "eq", "value": "noise"}],
"actions": [{"action": "drop"}]
}
],
"inputs": [
{"timestamp_unix_nano": 1000, "host": "h1", "service": "s1",
"severity": "SEVERITY_INFO", "message": "noise", "attributes": {}}
],
"expect": []
}
```
`inputs` is always a list, even for a single record, because windowed
actions need a sequence. `expect` is the records emitted, in order.
### Records
Mirrors `LogRecord` in `/proto/sentry/logs/v1/logs.proto`, snake_case,
with `severity` as the enum's name string.
`record_id` is deliberately absent from every case. The agent never sets
it, and whether an ingest-side rule can see one depends on where in the
ingest path rules run — an open question. No case may depend on it, so
that decision stays free.
### Matching
A rule matches when **every** clause in `match` holds. An empty `match`
matches every record.
| `op` | Meaning |
|---|---|
| `eq` / `ne` | exact string equality |
| `contains` | substring |
| `prefix` / `suffix` | string boundary |
| `regex` | linear-time regex, unanchored |
| `exists` / `not_exists` | field present (no `value`) |
Addressable fields: `message`, `host`, `service`, `severity`, and
`attributes.<key>`. A field that does not exist compares as absent, not
as empty string — `eq ""` does not match a missing attribute.
### Actions
Applied in order. A `drop` ends processing for that record immediately;
no later action or rule runs.
| Action | Parameters |
|---|---|
| `drop` | — |
| `drop_fields` | `fields` |
| `keep_fields` | `fields` (attributes only; never removes top-level fields) |
| `rename` | `from`, `to` |
| `derive` | `field`, and one of `value` / `from_field` |
| `mask` | `field`, `pattern`, `replacement` |
| `parse_json` | `field` (default `message`), optional `prefix` |
| `parse_regex` | `field`, `pattern` (named captures become attributes) |
| `sample` | `keep_one_in` |
| `suppress_duplicates` | `window_ms`, optional `key_fields` |
Rules are evaluated in the order given. Every matching rule's actions
apply, to the record as left by the rule before it.
### Two determinism decisions the suite forces
Conformance testing cannot assert on nondeterminism, so two things that
are usually left vague are pinned here:
**`sample` is counter-based, not random.** `keep_one_in: 3` keeps the
first record and every third thereafter, per rule, per process. Random
sampling is statistically nicer and untestable; a counter is testable and
close enough at volume.
**Windows are measured on record timestamps, not wall-clock.** A
`suppress_duplicates` window of 5000ms compares
`timestamp_unix_nano` values, so replaying the same input always gives
the same output regardless of how fast the test runs. This also means the
behaviour is correct under backfill, which wall-clock windows are not.
### `aggregate_count` has no cases, deliberately
The design lists it as an action but does not answer what it emits, or
what a query that is not expecting a synthetic record sees. Writing cases
now would invent that answer by accident and freeze it. It stays
unspecified until that question is decided —
[`phase-8-processing-design.md`](../docs/phase-8-processing-design.md)
open question 5.
## Adding a case
One behaviour per file, named for the behaviour rather than the action.
A case is added for every bug found in either implementation — that is
the mechanism that keeps the two from drifting, and it only works if the
case lands with the fix.