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feat(query): add KQL (Kibana Query Language) support
Adds optional KQL parsing as a thin translation layer at the REST entry point. KQL inputs are parsed and lowered to QueryAst using only existing variants (BoolQuery, FullTextQuery, RangeQuery, FieldPresenceQuery, WildcardQuery, MatchAll, UserInputQuery) — the core enum, visitor traits, tag pruning, and root-search remain unchanged. Wire surface: * Native REST: `?kql=<expr>` on /api/v1/{index}/search, mutually exclusive with the existing `query=` parameter. * Elastic-compat JSON: `{"query": {"kql": {"query": "...", ...}}}` on /api/v1/_elastic/{index}/_search. Documented as a Quickwit-only extension since real Elasticsearch returns parsing_exception. Supported grammar (matches the public Kibana KQL reference): field-value, quoted phrases, bare default-field terms, `*` (match-all fast path), `?`/`*` wildcards, `field:*` exists, `field:>=N` / `>` / `<=` / `<` ranges (numeric literals coerced to JsonLiteral::Number, non-numeric falls back to String), boolean and/or/not (case-insensitive), juxtaposition as implicit AND, parens, `field:(a or b)` value groups with proper field distribution, escape semantics (`\and`, `\:`, `\+`). Safety rails (all return HTTP 400 with specific error messages): * Max KQL input length: 16 KiB (REST layer) * Max parser nesting depth: 64 * Max bare-token length: 1 KiB * Max quoted-phrase length: 4 KiB * `{...}` nested-field syntax rejected (Quickwit has no nested type) * Nested field qualifier inside value group rejected * `query` and `kql` mutually exclusive Observability: * quickwit_kql_parse_total counter * quickwit_kql_parse_failures_total counter * quickwit_kql_parse_duration_seconds histogram * Structured `kql=<bool>`, `tantivy_grammar=<bool>` fields on search log lines so SRE can split KQL vs Tantivy-grammar traffic without parsing raw query strings. OpenAPI: * `query` is now `#[serde(default)]` (semantically optional at the wire layer); utoipa override exposes both `query` and `kql` as `Option<String>` so generated SDK clients no longer encode the obsolete `required: ["query"]` contract. Tests: * 246 unit tests in quickwit-query covering lexer, parser (recursive-descent with depth guard), lowering (with Tantivy-grammar escape handling for default-field deferral), metrics wiring, JSON DSL deserialization, and proptest fuzz (~6k cases) confirming the parser never panics on arbitrary input. * Kibana conformance corpus pinning expected ASTs for each documented KQL idiom + explicit notes on intentional divergences. * REST handler unit tests for `kql`/`query` mutual exclusion, whitespace handling, size caps, and search_fields propagation. * Integration scenarios under rest-api-tests/scenarii/kql_search/ asserting exact hit counts against a known dataset. * Concurrent load harness (load_test.py) mixing happy-path and adversarial shapes; multi-node docker-compose template for distributed root→leaf testing. Line coverage on KQL production code: 95-99% per file; the remaining gaps are defensive code, test panic-guards in let-else patterns, and lazy_counter!/lazy_histogram! macro internals the coverage tool cannot introspect. Files modified outside the new kql/ module: 5 (Cargo.lock, quickwit-cli/src/tool.rs, quickwit-query/Cargo.toml, quickwit-query/src/elastic_query_dsl/mod.rs, quickwit-query/src/lib.rs, quickwit-serve/src/search_api/rest_handler.rs). The core QueryAst enum, QueryAstVisitor, QueryAstTransformer, tag_pruning, and root-search are untouched.
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quickwit/Cargo.lock

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quickwit/quickwit-cli/src/tool.rs

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let sort_by: SortBy = args.sort_by_field.map(SortBy::from).unwrap_or_default();
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let search_request_query_string = SearchRequestQueryString {
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query: args.query,
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kql: None,
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start_offset: args.start_offset as u64,
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max_hits: args.max_hits as u64,
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search_fields: args.search_fields,

quickwit/quickwit-query/Cargo.toml

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quickwit-common = { workspace = true }
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quickwit-datetime = { workspace = true }
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quickwit-metrics = { workspace = true }
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quickwit-proto = { workspace = true }
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[dev-dependencies]
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# KQL — Kibana Query Language support
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End-user query language for Quickwit, drawn from the public KQL grammar
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that Kibana documents at
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<https://www.elastic.co/docs/explore-analyze/query-filter/languages/kql>.
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This module owns the parser, the AST, the lowering pass to Quickwit's
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internal `QueryAst`, and the Prometheus metrics emitted from the parse
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path.
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## Wire surface
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Two ways to send KQL to a running Quickwit cluster.
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### 1. Native REST parameter
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```bash
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curl 'http://<host>:7280/api/v1/<index>/search?kql=level:error+and+status:>=500'
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```
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The `kql` query parameter is mutually exclusive with the existing `query`
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parameter (Tantivy/Lucene-ish grammar). Exactly one must be supplied; both
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or neither returns HTTP 400.
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POST variant:
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```bash
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curl -X POST 'http://<host>:7280/api/v1/<index>/search' \
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-H 'Content-Type: application/json' \
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-d '{"kql": "level:error and service:api", "max_hits": 20}'
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```
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**Note.** KQL is intentionally **not** exposed via the
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`/api/v1/_elastic/<index>/_search` endpoint. That namespace mirrors the
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Elasticsearch query DSL, which has no `kql` variant — a real
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Elasticsearch cluster rejects `{"query": {"kql": ...}}` with
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`parsing_exception`. Keeping the `_elastic/` surface honest means KQL
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lives only on the two native paths above.
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## Supported grammar
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Every form documented in the Kibana KQL reference, modulo the divergences
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called out below. The conformance corpus
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[`kibana_conformance.rs`](kibana_conformance.rs) pins the expected AST for
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each idiom and fails CI on drift.
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| Form | Example |
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|---|---|
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| Field-value match | `level:error` |
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| Phrase match | `message:"connection refused"` |
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| Bare term against default fields | `refused` |
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| Bare phrase against default fields | `"connection refused"` |
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| Wildcard value | `service:work*` |
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| Field-exists check | `level:*` |
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| Match-all | `*` (lowers to `QueryAst::MatchAll`, no automaton work) |
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| Boolean AND (explicit) | `level:error and service:api` |
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| Boolean AND (juxtaposition) | `level:error service:api` |
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| Boolean OR | `level:error or level:warn` |
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| Boolean NOT | `not level:error` |
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| Parens | `(level:error or level:warn) and service:api` |
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| Value group OR | `level:(error or warn)` |
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| Value group AND | `tags:(prod and critical)` |
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| Range `>=` / `>` / `<=` / `<` | `status:>=500`, `latency_ms:<0.1` |
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| Compound range | `status:>=200 and status:<500` |
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| Quoted ISO timestamp in range | `@timestamp:<"2025-01-01T00:00:00Z"` |
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| Escaped colon in field name | `metric\:count:value` |
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| Escaped keyword as field name | `\and:value` |
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Precedence: `not` binds tightest, then `and`, then `or` (loosest). Parens
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override.
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## Intentional divergences from Kibana
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| Kibana behavior | Quickwit behavior | Reason |
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|---|---|---|
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| Unquoted ISO timestamps in range values (`@timestamp:>=2025-01-01T00:00:00Z`) | Requires quotes (`@timestamp:>="2025-01-01T00:00:00Z"`) | Our lexer tokenizes on `:`. Documented in error messages. |
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| Nested-field object syntax (`nested:{ name:foo }`) | Rejected with a clear error pointing to flat dotted paths | Quickwit has no nested-field type. |
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| `field:(other:value)` — nested field qualifier in value group | Rejected | Silent rebinding would be a wrong-data footgun. Kibana also errors. |
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## Safety rails
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All limits are hard caps — exceeding them returns HTTP 400 with a specific
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error message.
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| Limit | Value | Where |
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|---|---|---|
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| Max KQL string length (REST) | 16,384 bytes | [`rest_handler.rs:MAX_KQL_INPUT_LEN`](../../../quickwit-serve/src/search_api/rest_handler.rs) |
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| Max parser nesting depth | 64 | [`parser.rs:MAX_KQL_DEPTH`](parser.rs) |
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| Max bare-token length | 1,024 bytes | [`lexer.rs:MAX_BARE_TOKEN_LEN`](lexer.rs) |
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| Max quoted-phrase length | 4,096 bytes | [`lexer.rs:MAX_PHRASE_LEN`](lexer.rs) |
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Together these close the obvious DoS angles: oversized inputs, pathological
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nesting, single-token memory bombs.
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## Observability
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Prometheus metrics emitted from the parse path under the `quickwit_kql_*`
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namespace:
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| Metric | Type | Meaning |
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|---|---|---|
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| `quickwit_kql_parse_total` | counter | Every parse attempt that reaches `KqlQuery::parse_user_query` |
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| `quickwit_kql_parse_failures_total` | counter | Subset that returned an error |
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| `quickwit_kql_parse_duration_seconds` | histogram | Wall-clock from parse-start to AST-or-error |
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Structured tracing fields on every search log line: `kql=true/false`,
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`tantivy_grammar=true/false` — lets you split KQL vs. Lucene traffic in
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Splunk/Elastic without parsing raw query strings.
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## Architecture
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KQL is translated eagerly at the REST entry point. There is **no new
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variant on `QueryAst`** — the output is built from existing variants
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(`BoolQuery`, `FullTextQuery`, `RangeQuery`, `FieldPresenceQuery`,
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`WildcardQuery`, `MatchAll`, `UserInputQuery`). Bare default-field values
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are wrapped in `UserInputQuery` so the existing search root resolves
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them against each index's `default_search_fields` — same deferred-
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resolution mechanism the Tantivy-grammar `?query=` path already uses.
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```
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┌──────────────────────────────────────────────────────────┐
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│ REST handler │
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│ quickwit-serve/src/search_api/rest_handler.rs │
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│ • SearchRequestQueryString { query, kql, ... } │
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│ • build_query_ast(kql_text) → kql_to_query_ast(...) │
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└─────────────────────────┬────────────────────────────────┘
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┌──────────────────────────────────────────────────────────┐
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│ kql/ ◀──── you are here │
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│ lexer.rs → Token stream, size caps │
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│ parser.rs → KqlAst, depth cap │
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│ lower.rs → KqlAst → existing QueryAst variants │
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│ (Bool / FullText / Range / FieldPresence │
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│ / Wildcard / MatchAll / UserInputQuery) │
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│ metrics.rs → counters + histogram │
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└─────────────────────────┬────────────────────────────────┘
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│ QueryAst (no new variant)
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┌──────────────────────────────────────────────────────────┐
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│ Existing search pipeline — UNCHANGED │
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│ quickwit-search/src/root.rs │
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│ • UserInputQuery vessels resolve via the existing │
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│ deferred-default-field path │
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│ • All other variants flow through as-is │
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└──────────────────────────────────────────────────────────┘
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```
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## Testing layers
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| Layer | Where | What it proves |
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|---|---|---|
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| Unit | this crate's `#[cfg(test)]` blocks | Per-function correctness for lexer / parser / lowering / metrics wire-up |
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| Conformance | [`kibana_conformance.rs`](kibana_conformance.rs) | Documented Kibana grammar idioms produce the expected `KqlAst` |
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| Proptest fuzz | inside `parser.rs::tests::proptest_*` | Parser never panics for arbitrary ASCII or Unicode input (≈6k cases per run) |
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| Integration | [`../../../../rest-api-tests/scenarii/kql_search/`](../../../../rest-api-tests/scenarii/kql_search/) | End-to-end through the HTTP stack against a real index — exact `num_hits` per query |
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| Load | [`../../../../rest-api-tests/scenarii/kql_search/load_test.py`](../../../../rest-api-tests/scenarii/kql_search/load_test.py) | Throughput + p50/p95/p99 + safety-rail behavior under concurrency |
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| Multi-node | [`../../../../rest-api-tests/scenarii/kql_search/docker-compose.cluster.yml`](../../../../rest-api-tests/scenarii/kql_search/docker-compose.cluster.yml) | Distributed root→leaf, PostgreSQL metastore, LocalStack S3 |
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Run the integration scenarios:
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```bash
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cd quickwit/rest-api-tests
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python3 run_tests.py --engine quickwit \
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--binary <path>/target/debug/quickwit \
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--test scenarii/kql_search
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```
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## Isolation audit — what this feature touches in the rest of the codebase
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KQL is implemented as a **thin translation layer at the REST entry
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point**, not as a new query AST node. The `QueryAst` enum, the visitor
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traits, tag pruning, and root-search are all unchanged.
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### New files (pure isolation)
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| Path | Purpose |
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|---|---|
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| `quickwit-query/src/kql/` (this directory) | Lexer, parser, AST, lowering, metrics, conformance corpus |
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| `rest-api-tests/scenarii/kql_search/` | YAML scenarios, load test, multi-node compose |
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### Existing files modified
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| File | Change | Risk to non-KQL traffic |
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|---|---|---|
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| `quickwit-query/src/lib.rs` | `mod kql;` + `pub use kql::kql_to_query_ast` | None — adds a module and one public function |
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| `quickwit-query/Cargo.toml` | Added `quickwit-metrics` dep | None — already a workspace member |
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| `quickwit-serve/src/search_api/rest_handler.rs` | Added `kql` field to `SearchRequestQueryString`; new `build_query_ast` helper that calls `kql_to_query_ast`; structured log fields | **One wire-contract change**: `query` was required, now `#[serde(default)]`. Requests with `{}` previously failed at JSON deserialization; now fail at validation with HTTP 400 "either `query` or `kql` must be supplied". OpenAPI schema correctly reports both as optional/nullable. |
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| `quickwit-cli/src/tool.rs` | Added `kql: None` to one struct literal that didn't use `..Default::default()` | None |
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### Files I did NOT touch
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- `quickwit-query/src/query_ast/mod.rs`**the core `QueryAst` enum is unchanged.** No new variant, no new match arms.
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- `quickwit-query/src/query_ast/visitor.rs`**`QueryAstVisitor` and `QueryAstTransformer` traits are unchanged.** External visitors keep working without recompilation.
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- `quickwit-query/src/elastic_query_dsl/mod.rs`**the ES query DSL enum is unchanged.** KQL is deliberately not exposed under `_elastic/` because real Elasticsearch has no `kql` variant.
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- `quickwit-doc-mapper/src/tag_pruning.rs` — unchanged.
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- `quickwit-search/src/root.rs` — unchanged.
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- All ES DSL variants (`term`, `match`, `range`, `bool`, ...) — unchanged.
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- Indexing pipeline, metastore, storage, control plane, cluster, actors — unchanged.
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- The Tantivy-grammar `UserInputQuery` lowering path — unchanged (KQL reuses it as a deferred-resolution vessel; no code change to that path).
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- On-disk data formats — zero impact.
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### What "no effect on main code" actually means
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- **End users of the existing `query=` parameter or other ES DSL variants**: no behavior change.
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- **Operators / SREs**: a handful of new metrics under `quickwit_kql_*`, no removed metrics, no changes to existing dashboards.
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- **Data at rest**: zero impact. KQL translates to the same `QueryAst` types Quickwit already executes.
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- **Rust callers of `QueryAst`, `QueryAstVisitor`, `QueryAstTransformer`**: zero source-level breakage. These types are exactly as they were before this feature.
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- **Rust callers of `SearchRequestQueryString`**: one new field (`kql: Option<String>`); callers using `..Default::default()` keep working; the one in-workspace site that listed every field (`quickwit-cli/src/tool.rs`) was updated.
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This is the wrapper architecture — KQL is added without growing the core
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query system's surface. The full-integration variant (a new
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`QueryAst::Kql` variant with deferred parsing at root) is also viable and
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would have been more ergonomic for cross-index queries with differing
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defaults, but it required ~377 lines across 9 files including visitor
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trait extensions. The wrapper variant trades a tiny bit of fidelity (the
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multi-index error message stays as the existing generic Tantivy-grammar
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one) for a substantially smaller, more reviewable change.
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## Performance reference
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Numbers from a 30-second load test against a debug build, single node, on
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a MacBook (the floor — release-mode + a real load generator will go
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substantially higher):
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- Sustained throughput: **~1,560 req/s** across 14 happy-path shapes + 5
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adversarial shapes
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- p99 latency under load: **< 30 ms** for every happy-path shape
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- p99 latency for adversarial rejects: **< 18 ms** (rejection happens
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before any search work)
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- Parse-stage cost: **93% of parses < 100 µs**, 100% < 1 ms
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- Errors during 47k-request sweep: **0 unexpected statuses**
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## Known limitations (not yet implemented)
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- Real Kibana frontend has not been pointed at this server. Grammar
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matches the public Kibana docs; the conformance corpus pins each
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idiom. A standing Kibana → Quickwit smoke test is the next layer.
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- The KQL parser is hand-rolled; the Tantivy-grammar path uses
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`tantivy::query_grammar`. Two parsers means two maintenance surfaces.
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Consolidating either upstream or behind a single grammar is deferred.
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- Authenticated / multi-tenant exercising not covered by these tests.
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// Copyright 2021-Present Datadog, Inc.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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/// Parsed KQL expression. This is an internal representation that lowers to
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/// `QueryAst` via `lower_kql_ast`.
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#[derive(Debug, Clone, PartialEq, Eq)]
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pub(crate) enum KqlAst {
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/// Conjunction of subqueries. Empty vector is not produced by the parser.
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And(Vec<KqlAst>),
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/// Disjunction of subqueries.
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Or(Vec<KqlAst>),
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/// Negation of a subquery.
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Not(Box<KqlAst>),
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/// `field:value` clause.
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FieldValue { field: String, value: KqlValue },
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/// `field:<op><value>` numeric/datetime range bound.
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FieldRange {
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field: String,
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op: RangeOp,
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value: String,
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},
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/// `field:*` — checks whether the field is present on the document.
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FieldExists { field: String },
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/// Bare value with no field qualifier — matches against default fields.
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DefaultValue(KqlValue),
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}
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#[derive(Debug, Clone, PartialEq, Eq)]
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pub(crate) enum KqlValue {
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/// Unquoted token. May contain `*` and `?` wildcards.
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Literal(String),
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/// Double-quoted phrase. Wildcards inside are treated literally.
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Phrase(String),
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}
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#[derive(Debug, Clone, Copy, PartialEq, Eq)]
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pub(crate) enum RangeOp {
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Gt,
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Gte,
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Lt,
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Lte,
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}

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