From 2da3a7161f8a7eea3f42e8190f07b98bb2e21b19 Mon Sep 17 00:00:00 2001 From: tobjend Date: Sun, 12 Jul 2026 17:25:15 +0200 Subject: [PATCH] docs: achievement summary and experiment outputs (Round 14-15) - ACHIEVEMENT_SUMMARY.md: what we built and learned - Round 14: Full pipeline run on 4 codebases (clean symbols) - Round 15: kORE/iDRegEx vs CRX comparison Next: Crucio-inspired clustering for better grouping --- experiments/ACHIEVEMENT_SUMMARY.md | 120 +++ experiments/round14/fastapi_full.txt | 1392 ++++++++++++++++++++++++++ experiments/round14/flask_full.txt | 110 ++ experiments/round14/ragsak_full.txt | 704 +++++++++++++ experiments/round14/zod_full.txt | 140 +++ experiments/round15/PIPELINE.md | 205 ++++ 6 files changed, 2671 insertions(+) create mode 100644 experiments/ACHIEVEMENT_SUMMARY.md create mode 100644 experiments/round14/fastapi_full.txt create mode 100644 experiments/round14/flask_full.txt create mode 100644 experiments/round14/ragsak_full.txt create mode 100644 experiments/round14/zod_full.txt create mode 100644 experiments/round15/PIPELINE.md diff --git a/experiments/ACHIEVEMENT_SUMMARY.md b/experiments/ACHIEVEMENT_SUMMARY.md new file mode 100644 index 0000000..86455a6 --- /dev/null +++ b/experiments/ACHIEVEMENT_SUMMARY.md @@ -0,0 +1,120 @@ +# Achievement Summary — Grammar Inference Pipeline + +## What We Built + +A source code analysis pipeline that discovers per-package calling conventions +from any codebase using tree-sitter AST → behavioral sequences → BEX grammar +inference. Zero per-language code, one pipeline for all 10 supported languages. + +### Pipeline Components + +1. **Preprocessing** (`code.py`) + - tree-sitter AST parsing with correct byte/char offset handling + - Behavioral prefix extraction (BEHAVIORAL_PREFIXES) + - Token coarsening (RETURN, IF, EXCEPTION, LOOP) + - Method-level call sequence extraction + +2. **Grouping** (`analyze.py`) + - Package slicing by directory + - Split-by-first-symbol (`_recursive_split()`) + - Frequency filtering (remove rare symbols) + +3. **Inference** (`crx.py`, `crx_refined.py`) + - CRX: deterministic, fast (2ms), always produces output + - Refined CRX: cluster-then-infer, tighter grammars on flat bags + - Optional: iDRegEx (`--idregex-refine`), kORE (`--kore`) + +4. **Validation** (`gbnf.py`) + - SORE validation (`validate_sore()`) + - Structure scoring (`grammar_structure_score()`) + - GBNF conversion for constrained generation + +5. **Scoring** (`mdl.py`) + - Language Size (Bex et al.) — primary metric + - MDL — fallback metric + - Model cost — grammar complexity + +6. **Runtime** (`grammar_index.py`, `mcp_server.py`) + - GrammarIndex for lookup by (package, context_symbol) + - MCP tools: `get_grammar`, `get_package_grammars`, `analyze_directory` + +### Key Fixes + +- **Byte/char offset mismatch** — tree-sitter returns byte offsets, we indexed into strings with byte offsets. Fixed by encoding to bytes first. 653 truncated symbols → 0. +- **GBNF parser** — `+` inside `()` = alternation, outside = repetition. Fixed. +- **Symbol sanitization** — removed entirely (dead code after byte/char fix). + +### Experiments Conducted + +| Round | What | Finding | +|-------|------|---------| +| 1 | Context strategies | Package grouping is best | +| 2 | Reduce algorithm | Doesn't help (contexts too specific) | +| 3-4 | kORE, frequency filtering | kORE too slow, sweet spot 0.01-0.05 | +| 5-6 | SORE/GBNF conversion | Fixed parser, 28 tests | +| 7-8 | Token coarsening | Coarsened tokens → fewer flat bags | +| 9-10 | CRX over-approximation | 24% over-approximated, refined helps | +| 11 | Pipeline speed | 19s → 2.8s (6.8x) via parallelism | +| 12 | Structure scoring | min_structure=0.2 drops flat bags | +| 13 | Recursive split | +67% more grammars, avg score 0.45→0.71 | +| 14 | Byte/char fix | 653→0 truncated symbols, 3.4x more grammars | +| 15 | kORE/iDRegEx vs CRX | iDRegEx/kORE return None on flat bags | +| 16 | iDRegEx refinement | Heuristic: n<=10, opt>50%, 477x improvement | +| 17 | CRX vs refined CRX | Refined wins 78% when useful, trivial 36% | + +### What We Achieved + +- **Pipeline works**: 462 Kotlin files → 27 structured grammars (RAGSAK) +- **Multi-language**: Tested on Kotlin, Python, TypeScript +- **Fast**: 13s on RAGSAK (with --idregex-refine), 74s without +- **Clean symbols**: 0 truncated (was 653) +- **28 GBNF tests**: Parser handles real-world grammars +- **234 total tests**: Full test suite passes + +### What We Learned + +1. **CRX is the right default** — fast, reliable, always produces something +2. **Refined CRX helps on flat bags** — cluster-then-infer finds tighter groupings +3. **iDRegEx is too situational** — returns None on most real data +4. **kORE adds nothing** — same as iDRegEx but slower +5. **Flat bags are grouping problems** — no algorithm can find structure where there is none +6. **lang_size is the right metric** — counts words at each length, prefers tighter grammars + +### Current State + +**Pipeline**: Fully functional, tested on 4 codebases +**Default**: CRX only, refined opt-in via `--crx-method refined` +**Optional**: iDRegEx refinement (`--idregex-refine`), kORE (`--kore`) +**Output**: YAML by module, GBNF for constrained generation, MCP tools for runtime + +### What's Next + +1. **Integrate with LLM** — test if grammars actually help code completion +2. **Tune min_structure** — find the sweet spot for each use case +3. **Add more languages** — currently 10 supported via tree-sitter +4. **Package as skill** — reusable agent skill for wiki/MCP integration + +### Git History + +``` +b2c1263 docs: ASCII diagrams for pipeline, parameters, and decision matrix +1d94c09 experiment: CRX vs refined CRX across 3 codebases (Round 17) +b92b765 feat: iDRegEx refinement for CRX flat bags (Round 16) +e9f672c experiment: kORE/iDRegEx vs CRX on flat bags (Round 15) +93d53f1 fix: byte/char offset mismatch in tree-sitter text extraction +... +``` + +### Key Files + +- `bex/tag_preprocessor/analyze.py` — main pipeline orchestrator +- `bex/tag_preprocessor/code.py` — tree-sitter preprocessing +- `bex/crx.py` — CRX algorithm +- `bex/crx_refined.py` — refined CRX (cluster-then-infer) +- `bex/gbnf.py` — SORE→GBNF converter +- `bex/mdl.py` — scoring (lang_size, mdl) +- `bex/grammar_index.py` — runtime grammar lookup +- `bex/mcp_server.py` — MCP server with tools +- `experiments/DECISION_MATRIX.md` — when to use what +- `experiments/DIAGRAMS.md` — ASCII pipeline diagrams +- `experiments/EXPERIMENT_LOG.md` — full experiment history diff --git a/experiments/round14/fastapi_full.txt b/experiments/round14/fastapi_full.txt new file mode 100644 index 0000000..0812458 --- /dev/null +++ b/experiments/round14/fastapi_full.txt @@ -0,0 +1,1392 @@ +[ 0.0s] Scanning /home/tobi/Desktop/dervish/external_refs/fastapi ... +[ 1.7s] Preprocess: 50 methods from 4 .js files (1.2s) +[ 1.7s] Groups: 1 named, 1 ungrouped methods +[ 1.7s] ├ docs/en/docs/js (49 methods) +[ 1.7s] └ (other) (1 methods) +[ 1.7s] Inferring 1 groups across 12 workers 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docs_src/query_params_str_validations [query_items] (31 methods) done +[ 30.3s] Infer tests/test_tutorial/test_behind_a_proxy (10 methods) done +[ 30.5s] Infer tests/test_tutorial/test_graphql (3 methods) done +[ 30.6s] Infer tests/test_tutorial/test_json_base64_bytes (5 methods) done +[ 30.6s] Infer tests/test_tutorial/test_generate_clients (13 methods) done +[ 30.8s] Infer tests/test_tutorial/test_extra_models [response] (13 methods) done +[ 30.8s] Infer tests/test_tutorial/test_header_param_models [response] (19 methods) done +[ 30.8s] Infer tests/test_tutorial/test_openapi_webhooks (3 methods) done +[ 31.0s] Infer tests/test_tutorial/test_openapi_callbacks (5 methods) done +[ 31.2s] Infer tests/test_tutorial/test_header_params [response] (9 methods) done +[ 31.2s] Infer tests/test_tutorial/test_handling_errors (20 methods) done +[ 31.3s] Infer tests/test_tutorial/test_path_operation_advanced_configurations [response] (16 methods) done +[ 31.5s] Infer tests/test_tutorial/test_query_param_models (12 methods) done +[ 31.6s] Infer tests/test_tutorial/test_path_params_numeric_validations [response] (29 methods) done +[ 31.6s] Infer tests/test_tutorial/test_dependencies [client] (43 methods) done +[ 31.6s] Infer tests/test_tutorial/test_custom_response [response] (22 methods) done +[ 31.7s] Infer tests/test_tutorial/test_request_forms (7 methods) done +[ 31.8s] Infer tests/test_tutorial/test_request_forms_and_files (8 methods) done +[ 31.9s] Infer tests/test_tutorial/test_response_directly (6 methods) done +[ 31.9s] Infer tests/test_tutorial/test_query_params [response] (19 methods) done +[ 32.0s] Infer tests/test_tutorial/test_request_form_models (15 methods) done +[ 32.0s] Infer tests/test_tutorial/test_response_status_code (3 methods) done +[ 32.1s] Infer tests/test_tutorial/test_request_files [response] (30 methods) done +[ 32.3s] Infer tests/test_tutorial/test_separate_openapi_schemas (8 methods) done +[ 32.3s] Infer tests/test_tutorial/test_path_params (18 methods) done +[ 32.3s] Infer tests/test_tutorial/test_metadata (14 methods) done +[ 32.5s] Infer tests/test_tutorial/test_schema_extra_example [response] (15 methods) done +[ 32.6s] Infer tests/test_tutorial/test_static_files (4 methods) done +[ 32.7s] Infer tests/test_tutorial/test_response_model [response] (32 methods) done +[ 32.7s] Infer tests/test_tutorial/test_strict_content_type (4 methods) done +[ 32.8s] Infer tests/test_tutorial/test_path_operation_configurations [response] (18 methods) done +[ 32.8s] Infer tests/test_tutorial/test_sub_applications (4 methods) done +[ 32.9s] Infer tests/test_tutorial/test_stream_data (7 methods) done +[ 32.9s] Infer tests/test_tutorial/test_stream_json_lines (3 methods) done +[ 32.9s] Infer tests/test_tutorial/test_testing_dependencies (8 methods) done +[ 33.0s] Infer tests/test_tutorial/test_server_sent_events [response] (17 methods) done +[ 33.0s] Infer tests/test_tutorial/test_settings (16 methods) done +[ 33.1s] Infer tests/test_tutorial/test_websockets (14 methods) done +[ 33.4s] Infer tests/test_validate_response_recursive (3 methods) done +[ 33.4s] Infer tests/test_tutorial/test_python_types (15 methods) done +[ 33.5s] Infer tests/test_tutorial/test_testing (10 methods) done +[ 33.5s] Infer tests/test_tutorial/test_security [response] (69 methods) done +[ 33.7s] Infer tests/test_tutorial/test_query_params_str_validations [response] (81 methods) done +[ 37.1s] Infer tests/test_tutorial/test_sql_databases (8 methods) done +[ 38.9s] Infer fastapi [super] (216 methods) done +[ 45.9s] Infer tests [get] (2034 methods) done + +.js: + ╰─ docs/en/docs/js (49 methods) — no grammar — too_diverse + Args(parseFloat): n=1 [1:call] + Args(saveBuffer): n=0 [0:] + Args(new): n=1 [2:var,other; 1:var] + Args(Termynal): n=2 [2:var,other; 1:var] + ╰─ (other) (1 methods) — no grammar + +.py: + ╰─ docs_src [return] (34 methods) + Algorithm: CRX + Grammar: return.request+?.status_code?.len+?.(ads_id+content+item+username)?.name?.status?.file?.id?.token?.fileb?.content_type? + Score: 11842 + Imports: from typing import Annotated | from fastapi import Body, FastAPI, status | from fastapi.responses import JSONResponse | from fastapi import FastAPI | import pytest | from httpx import ASGITransport, AsyncClient + ... and 32 more + Args(FastAPI): n=0 [0:; 1:kwarg] + Args(Body): n=0 [0:; 1:kwarg] + Args(Form): n=0 [0:] + Args(JSONResponse): n=2 [2:kwarg,kwarg; 1:kwarg] + ╰─ docs_src/additional_responses (4 methods) + Algorithm: CRX + Grammar: if.(img+item_id).(FileResponse+else+media_type+return)+.JSONResponse+?.status_code?.content? + Score: 477824 + Imports: from fastapi import FastAPI | from fastapi.responses import JSONResponse | from pydantic import BaseModel | from fastapi.responses import FileResponse + Args(FastAPI): n=0 [0:] + Args(FileResponse): n=2 [2:lit,kwarg] + Args(class): n=1 [1:var] + Args(JSONResponse): n=2 [2:kwarg,kwarg] + ╰─ docs_src/advanced_middleware (3 methods) + Algorithm: CRX + Grammar: return + Score: 3 + Imports: from fastapi import FastAPI | from fastapi.middleware.httpsredirect import HTTPSRedirectMiddleware | from fastapi.middleware.trustedhost import TrustedHostMiddleware | from fastapi.middleware.gzip import GZipMiddleware + Args(FastAPI): n=0 [0:] + ╰─ docs_src/app_testing [return] (8 methods) + Algorithm: CRX + Grammar: return.items?.item_id? + Score: 5 + Imports: from fastapi import FastAPI | from fastapi.testclient import TestClient | from .main import app | from fastapi.websockets import WebSocket | from contextlib import asynccontextmanager + Args(TestClient): n=1 [1:var] + Args(FastAPI): n=0 [0:; 1:kwarg] + ╰─ docs_src/app_testing/app_b_an_py310 (8 methods) + Algorithm: CRX + Grammar: (HTTPException+client+detail+fake_db+fake_secret_token+get+headers+id+if+in+item+item_id+json+model_dump+not+not in+post+raise+response+return+status_code+x_token)+ + Score: 220983401209015715393072059581870336168 + Imports: from typing import Annotated | from fastapi import FastAPI, Header, HTTPException | from pydantic import BaseModel | from fastapi.testclient import TestClient | from .main import app + Args(HTTPException): n=2 [2:kwarg,kwarg] + Args(Header): n=0 [0:] + Args(TestClient): n=1 [1:var] + Args(FastAPI): n=0 [0:] + ╰─ docs_src/app_testing/app_b_py310 (8 methods) + Algorithm: CRX + Grammar: (HTTPException+client+detail+fake_db+fake_secret_token+get+headers+id+if+in+item+item_id+json+model_dump+not+not in+post+raise+response+return+status_code+x_token)+ + Score: 220983401209015715393072059581870336168 + Imports: from fastapi import FastAPI, Header, HTTPException | from pydantic import BaseModel | from fastapi.testclient import TestClient | from .main import app + Args(HTTPException): n=2 [2:kwarg,kwarg] + Args(Header): n=0 [0:] + Args(FastAPI): n=0 [0:] + Args(TestClient): n=1 [1:var] + ╰─ docs_src/background_tasks (8 methods) + Algorithm: CRX + Grammar: open+?.if?.mode?.log+?.(add_task+background_tasks+content+email+email_file+message+q+return+write+write_log+write_notification)+ + Score: 556707231261940 + Imports: from fastapi import BackgroundTasks, FastAPI | from typing import Annotated | from fastapi import BackgroundTasks, Depends, FastAPI + Args(open): n=2 [2:lit,kwarg] + Args(FastAPI): n=0 [0:] + Args(Depends): n=1 [1:var] + ╰─ docs_src/behind_a_proxy (5 methods) + Algorithm: CRX + Grammar: return.request?.scope?.get+? + Score: 17 + Imports: from fastapi import FastAPI | from fastapi import FastAPI, Request + Args(FastAPI): n=0 [0:; 3:kwarg,kwarg,kwarg] + ╰─ docs_src/bigger_applications/app_an_py310 (4 methods) + Algorithm: CRX + Grammar: return?.if?.(token+x_token)?.raise?.HTTPException+?.status_code?.detail? + Score: 208 + Imports: from typing import Annotated | from fastapi import Header, HTTPException | from fastapi import APIRouter | from fastapi import Depends, FastAPI | from .dependencies import get_query_token, get_token_header | from .internal import admin + ... and 1 more + Args(HTTPException): n=2 [2:kwarg,kwarg] + Args(Depends): n=1 [1:var] + Args(APIRouter): n=0 [0:] + Args(Header): n=0 [0:] + ╰─ docs_src/bigger_applications/app_an_py310/routers (6 methods) + Algorithm: CRX + Grammar: if?.(HTTPException+detail+fake_items_db+in+item_id+not+not in+raise+return+status_code)+.username? + Score: 2287683550168416 + Imports: from fastapi import APIRouter, Depends, HTTPException | from ..dependencies import get_token_header | from fastapi import APIRouter + Args(APIRouter): n=0 [0:; 4:kwarg,kwarg,kwarg,kwarg] + Args(HTTPException): n=2 [2:kwarg,kwarg] + Args(Depends): n=1 [1:var] + ╰─ docs_src/body (4 methods) — no grammar — too_diverse + Imports: from fastapi import FastAPI | from pydantic import BaseModel + Args(FastAPI): n=0 [0:] + Args(Item): n=1 [1:var] + Args(class): n=1 [1:var] + ╰─ docs_src/body_multiple_params (9 methods) + Algorithm: CRX + Grammar: (if+importance+item+item_id+q+results+return+update+user)+ + Score: 300235024189123641 + Imports: from typing import Annotated | from fastapi import FastAPI, Path | from pydantic import BaseModel | from fastapi import FastAPI | from fastapi import Body, FastAPI + Args(FastAPI): n=0 [0:] + Args(Body): n=1 [1:kwarg; 0:] + Args(class): n=1 [1:var] + Args(Item): n=1 [1:var] + ╰─ docs_src/body_nested_models [return] (9 methods) + Algorithm: CRX + Grammar: return.(images+offer+weights) + Score: 9 + Imports: from fastapi import FastAPI | from pydantic import BaseModel | from pydantic import BaseModel, HttpUrl + Args(FastAPI): n=0 [0:] + Args(set): n=0 [0:] + Args(class): n=1 [1:var] + Args(Item): n=1 [1:var] + ╰─ docs_src/body_updates (4 methods) + Algorithm: CRX + Grammar: (Item+exclude_unset+item+item_id+items+jsonable_encoder+model_copy+model_dump+return+stored_item_data+stored_item_model+update+update_data+update_item_encoded+updated_item)+ + Score: 12783403948858939111233334218756750 + Imports: from fastapi import FastAPI | from fastapi.encoders import jsonable_encoder | from pydantic import BaseModel + Args(jsonable_encoder): n=1 [1:var] + Args(FastAPI): n=0 [0:] + Args(Item): n=1 [1:other; 1:var] + Args(class): n=1 [1:var] + ╰─ docs_src/configure_swagger_ui (3 methods) + Algorithm: CRX + Grammar: return.username + Score: 3 + Imports: from fastapi import FastAPI + Args(FastAPI): n=1 [1:kwarg] + ╰─ docs_src/cookie_param_models (4 methods) + Algorithm: CRX + Grammar: return.cookies + Score: 4 + Imports: from typing import Annotated | from fastapi import Cookie, FastAPI | from pydantic import BaseModel + Args(Cookie): n=0 [0:] + Args(FastAPI): n=0 [0:] + Args(Cookies): n=1 [1:var] + Args(class): n=1 [1:var] + ╰─ docs_src/custom_docs_ui (8 methods) + Algorithm: CRX + Grammar: return.(get_redoc_html+get_swagger_ui_html)+?.(get_swagger_ui_oauth2_redirect_html+username)+?.(app+oauth2_redirect_url+openapi_url+title)+?.swagger_ui_oauth2_redirect_url?.redoc_js_url?.swagger_js_url?.swagger_css_url? + Score: 5260641024 + Imports: from fastapi import FastAPI | from fastapi.openapi.docs import ( | from fastapi.staticfiles import StaticFiles + Args(get_swagger_ui_oauth2_redirect_html): n=0 [0:] + Args(FastAPI): n=2 [2:kwarg,kwarg] + Args(get_swagger_ui_html): n=5 [5:kwarg,kwarg,kwarg,kwarg,kwarg] + Args(get_redoc_html): n=3 [3:kwarg,kwarg,kwarg] + ╰─ docs_src/custom_request_and_route [return] (11 methods) + Algorithm: CRX + Grammar: return.sum+?.numbers? + Score: 10 + Imports: import gzip | from collections.abc import Callable | from typing import Annotated | from fastapi import Body, FastAPI, Request, Response | from fastapi.routing import APIRoute | from fastapi import Body, FastAPI, HTTPException, Request, Response + ... and 3 more + Args(super): n=0 [0:] + Args(sum): n=1 [1:var] + Args(original_route_handler): n=1 [1:var] + Args(FastAPI): n=0 [0:] + ╰─ docs_src/custom_response (19 methods) + Algorithm: CRX + Grammar: def?.for?.i?.in?.range+?.(FileResponse+HTMLResponse+StreamingResponse+content+dumps+file_like+from+html_content+is+is not+iterfile+mode+not+open+option+orjson+return+some_file_path+yield)+.(OPT_INDENT_2+ORJSONResponse+RedirectResponse+fake_video_streamer+generate_html_response+media_type+status_code)+?.await?.anyio?.sleep+? + Score: 533761947769618077333719832 + Imports: from fastapi import FastAPI | from fastapi.responses import UJSONResponse | from fastapi.responses import ORJSONResponse | from fastapi.responses import HTMLResponse | from fastapi.responses import PlainTextResponse | from fastapi.responses import RedirectResponse + ... and 6 more + Args(FastAPI): n=0 [0:; 1:kwarg] + Args(StreamingResponse): n=1 [1:call; 2:call,kwarg] + Args(HTMLResponse): n=2 [2:kwarg,kwarg] + Args(range): n=1 [1:lit] + ╰─ docs_src/dataclasses_ (4 methods) + Algorithm: CRX + Grammar: return.item?.author_id?.items? + Score: 8 + Imports: from dataclasses import dataclass | from fastapi import FastAPI | from dataclasses import dataclass, field | from dataclasses import field # (1) | from pydantic.dataclasses import dataclass # (2) + Args(FastAPI): n=0 [0:] + Args(field): n=1 [1:kwarg] + ╰─ docs_src/dependencies [return] (74 methods) + Algorithm: CRX + Grammar: return.q?.self?.(commons+query+username)?.skip?.db?.limit? + Score: 251 + Imports: from typing import Annotated | from fastapi import Depends, FastAPI | from typing import Annotated, Any | from fastapi import Cookie, Depends, FastAPI | from fastapi import Depends, FastAPI, Header, HTTPException | from fastapi import Depends + ... and 4 more + Args(Depends): n=1 [1:var; 2:var,kwarg] + Args(FastAPI): n=0 [0:; 1:kwarg] + Args(HTTPException): n=2 [2:kwarg,kwarg] + Args(Header): n=0 [0:] + ╰─ docs_src/dependency_testing [return] (14 methods) + Algorithm: CRX + Grammar: return.commons?.q?.skip?.limit? + Score: 32 + Imports: from typing import Annotated | from fastapi import Depends, FastAPI | from fastapi.testclient import TestClient + Args(Depends): n=1 [1:var] + Args(TestClient): n=1 [1:var] + Args(FastAPI): n=0 [0:] + ╰─ docs_src/events (7 methods) — no grammar — too_diverse + Imports: from fastapi import FastAPI | from contextlib import asynccontextmanager + Args(FastAPI): n=0 [0:; 1:kwarg] + Args(open): n=2 [2:lit,kwarg] + ╰─ docs_src/extra_models (9 methods) + Algorithm: CRX + Grammar: (UserInDB+fake_password_hasher+fake_save_user+hashed_password+model_dump+password+print+return+user_in+user_in_db+user_saved)+.items?.raw_password?.item_id? + Score: 211365816589720722583192 + Imports: from fastapi import FastAPI | from pydantic import BaseModel, EmailStr | from pydantic import BaseModel + Args(FastAPI): n=0 [0:] + Args(class): n=1 [1:var] + Args(UserInDB): n=2 [2:other,kwarg; 1:var] + Args(print): n=1 [1:lit] + ╰─ docs_src/generate_clients (9 methods) + Algorithm: CRX + Grammar: return.(route+tags)+?.name? + Score: 32 + Imports: from fastapi import FastAPI | from pydantic import BaseModel | from fastapi.routing import APIRoute + Args(FastAPI): n=0 [0:; 1:kwarg] + Args(class): n=1 [1:var] + Args(Item): n=1 [1:var] + Args(ResponseMessage): n=1 [1:var] + ╰─ docs_src/handling_errors (13 methods) — no grammar — too_diverse + Imports: from fastapi import FastAPI, HTTPException | from fastapi import FastAPI, Request | from fastapi.responses import JSONResponse | from fastapi.exceptions import RequestValidationError | from fastapi.responses import PlainTextResponse | from starlette.exceptions import HTTPException as StarletteHTTPException + ... and 3 more + Args(FastAPI): n=0 [0:] + Args(HTTPException): n=2 [2:kwarg,kwarg; 3:kwarg,kwarg,kwarg] + Args(print): n=1 [1:lit] + Args(JSONResponse): n=2 [2:kwarg,kwarg] + ╰─ docs_src/header_param_models (6 methods) + Algorithm: CRX + Grammar: return.headers + Score: 6 + Imports: from typing import Annotated | from fastapi import FastAPI, Header | from pydantic import BaseModel + Args(Header): n=0 [0:; 1:kwarg] + Args(FastAPI): n=0 [0:] + Args(CommonHeaders): n=1 [1:var] + Args(class): n=1 [1:var] + ╰─ docs_src/header_params (6 methods) + Algorithm: CRX + Grammar: return.(strange_header+user_agent+x_token) + Score: 18 + Imports: from typing import Annotated | from fastapi import FastAPI, Header + Args(FastAPI): n=0 [0:] + Args(Header): n=1 [1:kwarg; 0:] + ╰─ docs_src/json_base64_bytes (3 methods) — no grammar — too_diverse + Imports: from fastapi import FastAPI | from pydantic import BaseModel + Args(DataOutput): n=2 [2:kwarg,kwarg; 1:var] + Args(FastAPI): n=0 [0:] + Args(class): n=1 [1:var] + Args(DataInput): n=1 [1:var] + ╰─ docs_src/metadata (6 methods) + Algorithm: CRX + Grammar: return + Score: 6 + Imports: from fastapi import FastAPI + Args(FastAPI): n=1 [7:kwarg,kwarg,kwarg,kwarg,kwarg,kwarg,kwarg; 1:kwarg] + ╰─ docs_src/path_operation_advanced_configuration (9 methods) + Algorithm: CRX + Grammar: (HTTPException+Item+ValidationError+YAMLError+await+body+data+detail+e+errors+except+include_url+item+len+magic_data_reader+model_validate+raise+raw_body+request+return+safe_load+status_code+try+yaml)+.route?.name? + Score: 139625072279127999278891574689384279129061750827409243056655720 + Imports: from fastapi import FastAPI | from fastapi.routing import APIRoute | from pydantic import BaseModel | from fastapi import FastAPI, Request | import yaml | from fastapi import FastAPI, HTTPException, Request + ... and 1 more + Args(FastAPI): n=0 [0:; 1:kwarg] + Args(HTTPException): n=2 [2:kwarg,kwarg] + Args(set): n=0 [0:] + Args(len): n=1 [1:var] + ╰─ docs_src/path_operation_configuration (12 methods) + Algorithm: CRX + Grammar: return.item? + Score: 12 + Imports: from fastapi import FastAPI, status | from pydantic import BaseModel | from fastapi import FastAPI | from enum import Enum + Args(set): n=0 [0:] + Args(FastAPI): n=0 [0:] + Args(class): n=1 [1:var] + Args(Item): n=1 [1:var] + ╰─ docs_src/path_params (8 methods) + Algorithm: CRX + Grammar: (ModelName+alexnet+if+is+model_name+return+value)+.(file_path+item_id+user_id)? + Score: 968890104371 + Imports: from fastapi import FastAPI | from enum import Enum + Args(FastAPI): n=0 [0:] + Args(ModelName): n=2 [2:var,var] + Args(class): n=2 [2:var,var] + ╰─ docs_src/path_params_numeric_validations (12 methods) + Algorithm: CRX + Grammar: (if+item_id+q+results+return+size+update)+ + Score: 3256846969088328 + Imports: from typing import Annotated | from fastapi import FastAPI, Path, Query | from fastapi import FastAPI, Path + Args(FastAPI): n=0 [0:] + Args(Path): n=1 [1:kwarg; 3:kwarg,kwarg,kwarg] + Args(Query): n=2 [2:kwarg,kwarg; 1:kwarg] + ╰─ docs_src/pydantic_v1_in_v2 (3 methods) + Algorithm: CRX + Grammar: return.item + Score: 3 + Imports: from fastapi import FastAPI | from pydantic.v1 import BaseModel | from pydantic import BaseModel as BaseModelV2 | from typing import Annotated | from fastapi.temp_pydantic_v1_params import Body + Args(FastAPI): n=0 [0:] + Args(class): n=1 [1:var] + Args(Item): n=1 [1:var] + Args(Body): n=1 [1:kwarg] + ╰─ docs_src/python_types (13 methods) — no grammar — too_diverse + Imports: from typing import Annotated + Args(print): n=1 [1:var; 1:call] + Args(get_full_name): n=2 [2:lit,lit] + Args(str): n=1 [1:var] + ╰─ docs_src/query_param_models (4 methods) + Algorithm: CRX + Grammar: return.filter_query + Score: 4 + Imports: from typing import Annotated, Literal | from fastapi import FastAPI, Query | from pydantic import BaseModel, Field | from typing import Literal + Args(Field): n=2 [2:lit,kwarg; 3:lit,kwarg,kwarg] + Args(Query): n=0 [0:] + Args(FastAPI): n=0 [0:] + Args(FilterParams): n=1 [1:var] + ╰─ docs_src/query_params (6 methods) — no grammar — too_diverse + Imports: from fastapi import FastAPI + Args(FastAPI): n=0 [0:] + ╰─ docs_src/query_params_str_validations [query_items] (31 methods) + Algorithm: CRX + Grammar: (q+query_items+return)+ + Score: 486 + Imports: from fastapi import FastAPI | from typing import Annotated | from fastapi import FastAPI, Query | import random | from pydantic import AfterValidator + Args(FastAPI): n=0 [0:] + Args(Query): n=1 [1:kwarg; 2:kwarg,kwarg] + Args(list): n=1 [1:call] + Args(ValueError): n=1 [1:lit] + ╰─ docs_src/request_files [return] (24 methods) + Algorithm: CRX + Grammar: return.len+?.(file+filename+for)+.in?.files? + Score: 220320 + Imports: from typing import Annotated | from fastapi import FastAPI, File, UploadFile | from fastapi.responses import HTMLResponse + Args(File): n=1 [1:kwarg; 0:] + Args(len): n=1 [1:var] + Args(FastAPI): n=0 [0:] + Args(HTMLResponse): n=1 [1:kwarg] + ╰─ docs_src/request_form_models (4 methods) + Algorithm: CRX + Grammar: return.data + Score: 4 + Imports: from typing import Annotated | from fastapi import FastAPI, Form | from pydantic import BaseModel + Args(FastAPI): n=0 [0:] + Args(Form): n=0 [0:] + Args(FormData): n=1 [1:var] + Args(class): n=1 [1:var] + ╰─ docs_src/response_model [return] (16 methods) + Algorithm: CRX + Grammar: return.RedirectResponse+?.items?.(Item+name+price)+?.(item+user)?.url?.item_id? + Score: 350632 + Imports: from fastapi import FastAPI | from pydantic import BaseModel | from typing import Any | from pydantic import BaseModel, EmailStr | from fastapi import FastAPI, Response | from fastapi.responses import JSONResponse, RedirectResponse + ... and 1 more + Args(FastAPI): n=0 [0:] + Args(RedirectResponse): n=1 [1:kwarg] + Args(Item): n=2 [2:kwarg,kwarg; 1:var] + Args(class): n=1 [1:var] + ╰─ docs_src/schema_extra_example (8 methods) + Algorithm: CRX + Grammar: (item+item_id+results+return)+ + Score: 8192 + Imports: from fastapi import FastAPI | from pydantic import BaseModel | from pydantic import BaseModel, Field | from typing import Annotated | from fastapi import Body, FastAPI + Args(FastAPI): n=0 [0:] + Args(Body): n=1 [1:kwarg] + Args(Field): n=1 [1:kwarg; 2:kwarg,kwarg] + Args(Item): n=1 [1:var] + ╰─ docs_src/security [return] (64 methods) + Algorithm: CRX + Grammar: return.password_hash?.current_user?.hash+?.verify+?.(credentials+username)+?.plain_password?.token?.password?.hashed_password? + Score: 16068 + Imports: from typing import Annotated | from fastapi import Depends, FastAPI | from fastapi.security import OAuth2PasswordBearer | from pydantic import BaseModel | from fastapi import Depends, FastAPI, HTTPException, status | from fastapi.security import OAuth2PasswordBearer, OAuth2PasswordRequestForm + ... and 9 more + Args(Depends): n=1 [1:var; 0:] + Args(HTTPException): n=2 [2:kwarg,kwarg; 3:kwarg,kwarg,kwarg] + Args(FastAPI): n=0 [0:] + Args(OAuth2PasswordBearer): n=1 [1:kwarg; 2:kwarg,kwarg] + ╰─ docs_src/separate_openapi_schemas (4 methods) + Algorithm: CRX + Grammar: return.(Item+description+name)+?.item? + Score: 52496 + Imports: from fastapi import FastAPI | from pydantic import BaseModel + Args(Item): n=1 [2:kwarg,kwarg; 1:kwarg] + Args(FastAPI): n=0 [1:kwarg; 0:] + Args(class): n=1 [1:var] + ╰─ docs_src/server_sent_events (8 methods) + Algorithm: CRX + Grammar: (ServerSentEvent+comment+continue+data+else+enumerate+event+for+i+id+if+in+is+is not+item+items+last_event_id+log_line+logs+not+prompt+raw_data+split+start+str+text+word+words+yield)+.retry? + Score: 16542953820836463779212506659058431701199667245056 + Imports: from collections.abc import AsyncIterable, Iterable | from fastapi import FastAPI | from fastapi.sse import EventSourceResponse | from pydantic import BaseModel | from collections.abc import AsyncIterable | from fastapi.sse import EventSourceResponse, ServerSentEvent + ... and 2 more + Args(Item): n=2 [2:kwarg,kwarg; 1:var] + Args(ServerSentEvent): n=2 [2:kwarg,kwarg; 1:kwarg] + Args(FastAPI): n=0 [0:] + Args(str): n=1 [1:expr; 1:var] + ╰─ docs_src/settings (5 methods) + Algorithm: CRX + Grammar: return.(admin_email+app_name+settings)+?.config?.items_per_user?.Settings+? + Score: 6254 + Imports: from fastapi import FastAPI | from .config import settings | from functools import lru_cache | from typing import Annotated | from fastapi import Depends, FastAPI | from . import config + Args(FastAPI): n=0 [0:] + Args(Depends): n=1 [1:var] + ╰─ docs_src/settings/app02_an_py310 (4 methods) — no grammar — too_diverse + Imports: from functools import lru_cache | from typing import Annotated | from fastapi import Depends, FastAPI | from .config import Settings | from fastapi.testclient import TestClient | from .main import app, get_settings + Args(Settings): n=0 [1:kwarg; 0:] + Args(TestClient): n=1 [1:var] + Args(Depends): n=1 [1:var] + Args(FastAPI): n=0 [0:] + ╰─ docs_src/settings/app02_py310 (4 methods) — no grammar — too_diverse + Imports: from functools import lru_cache | from fastapi import Depends, FastAPI | from .config import Settings | from fastapi.testclient import TestClient | from .main import app, get_settings + Args(Settings): n=0 [0:; 1:kwarg] + Args(Depends): n=1 [1:var] + Args(FastAPI): n=0 [0:] + Args(TestClient): n=1 [1:var] + ╰─ docs_src/sql_databases [Session] (24 methods) + Algorithm: CRX + Grammar: Session+.engine.(session+yield)+ + Score: 248 + Imports: from typing import Annotated | from fastapi import Depends, FastAPI, HTTPException, Query | from sqlmodel import Field, Session, SQLModel, create_engine, select + Args(Field): n=2 [2:kwarg,kwarg; 1:kwarg] + Args(Depends): n=1 [1:var] + Args(HTTPException): n=2 [2:kwarg,kwarg] + Args(Session): n=1 [1:var] + ╰─ docs_src/stream_data [for] (13 methods) + Algorithm: CRX + Grammar: for.(in+line+message+splitlines+yield)+.encode+? + Score: 246093740 + Imports: from collections.abc import AsyncIterable, Iterable | from fastapi import FastAPI | from fastapi.responses import StreamingResponse | import base64 | from io import BytesIO + Args(read_image): n=0 [0:] + Args(FastAPI): n=0 [0:] + Args(BytesIO): n=1 [1:var] + Args(PNGStreamingResponse): n=1 [1:var] + ╰─ docs_src/stream_json_lines (4 methods) + Algorithm: CRX + Grammar: for.(in+item+items+yield)+ + Score: 4096 + Imports: from collections.abc import AsyncIterable, Iterable | from fastapi import FastAPI | from pydantic import BaseModel + Args(Item): n=2 [2:kwarg,kwarg; 1:var] + Args(FastAPI): n=0 [0:] + Args(class): n=1 [1:var] + ╰─ docs_src/websockets_ [return] (10 methods) + Algorithm: CRX + Grammar: return.HTMLResponse+.html + Score: 4 + Imports: from fastapi import FastAPI, WebSocket | from fastapi.responses import HTMLResponse | from typing import Annotated | from fastapi import ( | from fastapi import FastAPI, WebSocket, WebSocketDisconnect + Args(HTMLResponse): n=1 [1:var] + Args(FastAPI): n=0 [0:] + Args(WebSocketException): n=1 [1:kwarg] + Args(Query): n=0 [0:; 1:kwarg] + ╰─ fastapi [super] (216 methods) + Algorithm: CRX + Grammar: super+.__init__+?.path?.errors?.default+?.status_code+?.endpoint?.default_factory+?.methods+?.alias+?.name+?.alias_priority+?.validation_alias+?.serialization_alias+?.title+?.description+?.gt+?.ge+?.lt+?.le+?.min_length+?.max_length+?.pattern+?.regex+?.discriminator+?.strict+?.multiple_of+?.allow_inf_nan+?.max_digits+?.decimal_places+?.deprecated+?.example+?.examples+?.openapi_examples+?.include_in_schema+?.json_schema_extra+?.self?.extra? + Score: 343802103115340420859409948 + Imports: import os | from collections.abc import Awaitable, Callable, Coroutine, Sequence | from enum import Enum | from typing import Annotated, Any, Literal, TypeVar | from annotated_doc import Doc | from fastapi import routing + ... and 147 more + Args(Doc): n=1 [1:lit] + Args(isinstance): n=2 [2:var,var; 2:var,other] + Args(Default): n=1 [1:var; 1:lit] + Args(deprecated): n=1 [1:lit; 1:other] + ╰─ fastapi/_compat (45 methods) — no grammar — too_diverse + Imports: import types | import typing | import warnings | from collections import deque | from collections.abc import Mapping, Sequence | from dataclasses import is_dataclass + ... and 29 more + Args(get_args): n=1 [1:var; 1:other] + Args(lenient_issubclass): n=2 [2:var,var; 2:var,other] + Args(get_origin): n=1 [1:var; 1:other] + Args(isinstance): n=2 [2:var,var; 2:var,other] + ╰─ fastapi/dependencies (38 methods) — no grammar — too_diverse + Imports: import inspect | import sys | from collections.abc import Callable | from dataclasses import dataclass, field | from functools import cached_property, partial | from typing import Any, Literal + ... and 32 more + Args(isinstance): n=2 [2:var,var; 2:var,other] + Args(getattr): n=3 [3:call,lit,lit; 3:var,lit,lit] + Args(_unwrapped_call): n=1 [1:other; 1:var] + Args(_impartial): n=1 [1:other; 1:var] + ╰─ fastapi/openapi (19 methods) — no grammar — too_diverse + Imports: import json | from typing import Annotated, Any | from annotated_doc import Doc | from fastapi.encoders import jsonable_encoder | from starlette.responses import HTMLResponse | from collections.abc import Callable, Iterable, Mapping + ... and 31 more + Args(Field): n=2 [2:kwarg,kwarg; 1:kwarg] + Args(Doc): n=1 [1:lit] + Args(class): n=1 [1:var; 2:var,kwarg] + Args(getattr): n=3 [3:var,lit,lit; 3:other,lit,lit] + ╰─ fastapi/security [super] (34 methods) + Algorithm: CRX + Grammar: super+.__init__+.location?.grant_type+?.APIKeyIn?.username+?.(cookie+header+query)?.password+?.name+?.scope+?.scheme_name+?.client_id+?.description+?.client_secret+?.auto_error+? + Score: 0 + Imports: from typing import Annotated | from annotated_doc import Doc | from fastapi.openapi.models import APIKey, APIKeyIn | from fastapi.security.base import SecurityBase | from starlette.exceptions import HTTPException | from starlette.requests import Request + ... and 19 more + Args(Doc): n=1 [1:lit] + Args(Form): n=0 [0:; 1:kwarg] + Args(super): n=0 [0:] + Args(get_authorization_scheme_param): n=1 [1:var] + ╰─ scripts (132 methods) — no grammar — too_diverse + Imports: import re | import sys | from datetime import date | import logging | import secrets | import subprocess + ... and 41 more + Args(print): n=1 [1:lit; 1:var] + Args(len): n=1 [1:var; 1:call] + Args(str): n=1 [1:var] + Args(Path): n=1 [1:lit; 1:var] + ╰─ scripts/playwright (7 methods) + Algorithm: CRX + Grammar: (browser+chromium+click+close+context+get_by_label+get_by_role+goto+headless+launch+name+new_context+new_page+page+path+playwright+screenshot+viewport)+ + Score: 133152051575796442973750086537974286164099406097257611351079746595250107395021768499396608 + Imports: import subprocess | import time | import httpx | from playwright.sync_api import Playwright, sync_playwright + Args(range): n=1 [1:lit] + Args(sync_playwright): n=0 [0:] + Args(run): n=1 [1:var] + ╰─ scripts/playwright/separate_openapi_schemas (5 methods) — no grammar — too_diverse + Imports: import subprocess | from playwright.sync_api import Playwright, sync_playwright + Args(run): n=1 [1:var] + Args(sync_playwright): n=0 [0:] + ╰─ scripts/tests/test_translation_fixer (12 methods) + Algorithm: CRX + Grammar: changing_dir+?.tmp_path?.(Path+THIS_DIR+chdir+cli+copy+data_path+directory+docs_dir+en_docs_dir+en_file_path+exist_ok+exit_code+expected_content+finally+fixed_content+for+fspath+getcwd+if+in+initial_dir+invoke+is_relative_to+item+item_path+items+lang_docs_dir+mkdir+os+output+param+parents+platform+read_text+request+resolve+result+return+root_dir+runner+shutil+str+sys+translation_file_path+try+yield)+.add_marker+?.(CliRunner+cwd)+?.skip_on_windows? + Score: 16535618254636839841790304252651685432481091565972785912819278386064182488 + Imports: import os | import shutil | import sys | from collections.abc import Generator | from contextlib import contextmanager | from pathlib import Path + ... and 3 more + Args(Path): n=1 [1:lit; 1:subscript] + Args(str): n=1 [1:var; 1:expr] + Args(CliRunner): n=0 [0:] + Args(changing_dir): n=1 [1:var] + ╰─ scripts/tests/test_translation_fixer/test_code_blocks (8 methods) + Algorithm: CRX + Grammar: (Path+cli+data_path+exit_code+expected_content+fixed_content+in+invoke+not+not in+output+read_text+result+root_dir+runner)+ + Score: 1379622760486269079548726242648784896 + Imports: from pathlib import Path | import pytest | from typer.testing import CliRunner | from scripts.translation_fixer import cli + Args(Path): n=1 [1:lit] + ╰─ scripts/tests/test_translation_fixer/test_header_permalinks (4 methods) + Algorithm: CRX + Grammar: (Path+cli+data_path+exit_code+expected_content+fixed_content+in+invoke+output+read_text+result+root_dir+runner)+ + Score: 806152505738444603194015825487092 + Imports: from pathlib import Path | import pytest | from typer.testing import CliRunner | from scripts.translation_fixer import cli + Args(Path): n=1 [1:lit] + ╰─ tests [get] (2034 methods) + Algorithm: CRX + Grammar: get+.client?.status_code?.return?.data+?.(FastAPI+in)+? + Score: 34474 + Imports: from pydantic import BaseModel | import http | from fastapi import FastAPI, Path, Query | from fastapi import FastAPI | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + ... and 203 more + Args(TestClient): n=1 [1:var; 2:var,kwarg] + Args(FastAPI): n=0 [0:; 1:kwarg] + Args(Depends): n=1 [1:var; 1:call] + Args(APIRouter): n=0 [0:; 1:kwarg] + ╰─ tests/benchmarks [return] (43 methods) + Algorithm: CRX + Grammar: return.json?.ItemOut+?.len+?.LargeOut+?.LARGE_PAYLOAD?.(item+name+value)+?.payload?.dep+?.items?.LARGE_ITEMS?.metadata?.LARGE_METADATA? + Score: 14087261 + Imports: import json | import sys | from collections.abc import Iterator | from typing import Annotated, Any | import pytest | from fastapi import Depends, FastAPI + ... and 2 more + Args(_bench_get): n=3 [3:var,var,lit] + Args(Depends): n=1 [1:var] + Args(_expected_large_payload_json_bytes): n=0 [0:] + Args(ItemOut): n=3 [3:kwarg,kwarg,kwarg; 1:var] + ╰─ tests/test_modules_same_name_body (5 methods) + Algorithm: CRX + Grammar: (client+data+get+json+path+post+response+status_code+text)+?.return?.snapshot+?.a?.b? + Score: 234491045295803620 + Imports: from fastapi import APIRouter, Body | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from .app.main import app + Args(Body): n=0 [0:] + Args(APIRouter): n=0 [0:] + Args(TestClient): n=1 [1:var] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_request_params/test_body [return] (113 methods) + Algorithm: CRX + Grammar: return.p+ + Score: 32 + Imports: from typing import Annotated | import pytest | from dirty_equals import IsOneOf, IsPartialDict | from fastapi import Body, FastAPI | from fastapi.testclient import TestClient | from pydantic import BaseModel, Field + ... and 4 more + Args(TestClient): n=1 [1:var] + Args(IsOneOf): n=2 [2:lit,other; 2:other,other] + Args(Body): n=2 [2:kwarg,kwarg; 1:kwarg] + Args(get_body_model_name): n=2 [2:var,var] + ╰─ tests/test_request_params/test_cookie [return] (48 methods) + Algorithm: CRX + Grammar: return.p+ + Score: 16 + Imports: from typing import Annotated | import pytest | from fastapi import Cookie, FastAPI | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from pydantic import BaseModel, Field + ... and 1 more + Args(TestClient): n=1 [1:var] + Args(Cookie): n=0 [0:; 1:kwarg] + Args(snapshot): n=1 [1:other] + Args(IsOneOf): n=2 [2:lit,other] + ╰─ tests/test_request_params/test_file [return] (97 methods) + Algorithm: CRX + Grammar: return.len+?.(file+for+if+in+p+size)+.else? + Score: 12312605616 + Imports: from typing import Annotated | import pytest | from fastapi import FastAPI, File, UploadFile | from fastapi.testclient import TestClient | from .utils import get_body_model_name | from typing import Any + Args(TestClient): n=1 [1:var] + Args(File): n=1 [1:kwarg; 2:kwarg,kwarg] + Args(len): n=1 [1:var] + Args(get_body_model_name): n=2 [2:var,var] + ╰─ tests/test_request_params/test_form [return] (97 methods) + Algorithm: CRX + Grammar: return.p+ + Score: 32 + Imports: from typing import Annotated | import pytest | from dirty_equals import IsOneOf, IsPartialDict | from fastapi import FastAPI, Form | from fastapi.testclient import TestClient | from pydantic import BaseModel, Field + ... and 3 more + Args(TestClient): n=1 [1:var] + Args(Form): n=0 [0:; 1:kwarg] + Args(get_body_model_name): n=2 [2:var,var] + Args(IsOneOf): n=2 [2:lit,other; 2:lit,call] + ╰─ tests/test_request_params/test_header [return] (96 methods) + Algorithm: CRX + Grammar: return.p+ + Score: 32 + Imports: from typing import Annotated | import pytest | from dirty_equals import AnyThing, IsOneOf, IsPartialDict | from fastapi import FastAPI, Header | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + ... and 1 more + Args(TestClient): n=1 [1:var] + Args(Header): n=0 [0:; 1:kwarg] + Args(snapshot): n=1 [1:other] + Args(Field): n=2 [1:kwarg; 2:lit,kwarg] + ╰─ tests/test_request_params/test_path (6 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+get+openapi+path+response+status_code+text)+?.return?.json+?.snapshot+?.p?.(Is+expected_title)+?.expected_name? + Score: 3019430218439341600 + Imports: from typing import Annotated | import pytest | from fastapi import FastAPI, Path | from fastapi.testclient import TestClient | from inline_snapshot import Is, snapshot + Args(Path): n=1 [1:kwarg; 0:] + Args(Is): n=1 [1:var] + Args(FastAPI): n=0 [0:] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_request_params/test_query [return] (96 methods) + Algorithm: CRX + Grammar: return.p+ + Score: 32 + Imports: from typing import Annotated | import pytest | from dirty_equals import IsOneOf | from fastapi import FastAPI, Query | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + ... and 1 more + Args(TestClient): n=1 [1:var] + Args(Query): n=0 [0:; 1:kwarg] + Args(snapshot): n=1 [1:other] + Args(IsOneOf): n=2 [2:lit,other] + ╰─ tests/test_tutorial (16 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+content+copytree+docs_src+from+get+headers+if+import+in+isdir+json+not+not in+openapi_schema+options+os+path+post+print+put+response+rmtree+shutil+snapshot+status_code+templates+text+tutorial001_py310)+?.await?.cookies?.test_root+? + Score: 1828682566914695428592939983710398213171232893467383805334598788653859350329172646841469506500356670739194912 + Imports: import pytest | from docs_src.async_tests.app_a_py310.test_main import test_root | from fastapi.testclient import TestClient | from docs_src.cors.tutorial001_py310 import app | from inline_snapshot import snapshot | from docs_src.extending_openapi.tutorial001_py310 import app + ... and 12 more + Args(TestClient): n=1 [1:var] + Args(snapshot): n=1 [1:other] + Args(print): n=1 [1:other] + Args(test_root): n=0 [0:] + ╰─ tests/test_tutorial/test_additional_responses (14 methods) + Algorithm: CRX + Grammar: shutil?.copy+?.(TestClient+app+clear+client+get+headers+import_module+importlib+len+mod+param+request+response+return+status_code+text)+.json+?.content?.snapshot+?.os?.remove+? + Score: 3936694258444747473888152245792 + Imports: from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.additional_responses.tutorial001_py310 import app | import importlib | import os | import shutil + ... and 3 more + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other; 1:var] + Args(len): n=1 [1:other] + ╰─ tests/test_tutorial/test_additional_status_codes (3 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+import_module+importlib+json+mod+param+put+request+response+return+status_code+text)+ + Score: 177792109208928256 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_advanced_middleware (4 methods) — no grammar — too_diverse + Imports: from fastapi.testclient import TestClient | from docs_src.advanced_middleware.tutorial001_py310 import app | from docs_src.advanced_middleware.tutorial002_py310 import app | from fastapi.responses import PlainTextResponse | from docs_src.advanced_middleware.tutorial003_py310 import app + Args(TestClient): n=2 [2:var,kwarg; 1:var] + Args(int): n=1 [1:subscript] + Args(PlainTextResponse): n=2 [2:expr,kwarg] + ╰─ tests/test_tutorial/test_authentication_error_status_code (4 methods) — no grammar — too_diverse + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_background_tasks (3 methods) + Algorithm: CRX + Grammar: (Path+if+is_file+log+os+remove)+?.(TestClient+app+client+import_module+importlib+mod+param+post+request+response+return+status_code+text)+.json+?.open+?.(f+in)+?.read+? + Score: 917521667963055802454760710062636118286122 + Imports: import os | from pathlib import Path | from fastapi.testclient import TestClient | from docs_src.background_tasks.tutorial001_py310 import app | from tests.utils import workdir_lock | import importlib + ... and 2 more + Args(open): n=1 [1:lit] + Args(TestClient): n=1 [1:other; 1:var] + Args(Path): n=1 [1:lit] + ╰─ tests/test_tutorial/test_behind_a_proxy (10 methods) + Algorithm: CRX + Grammar: (client+get+response+status_code)+.json+?.headers?.snapshot+? + Score: 2433278520 + Imports: from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.behind_a_proxy.tutorial001_py310 import app | from docs_src.behind_a_proxy.tutorial001_01_py310 import app | from docs_src.behind_a_proxy.tutorial002_py310 import app | from docs_src.behind_a_proxy.tutorial003_py310 import app + ... and 1 more + Args(TestClient): n=1 [1:var; 3:var,kwarg,kwarg] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_bigger_applications (26 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+get+headers+import_module+importlib+mod+param+post+put+request+response+return+status_code+text)+.json+?.snapshot+? + Score: 22717577656339196144 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_body [response] (30 methods) + Algorithm: CRX + Grammar: (client+content+data+get+headers+json+params+post+price+put+response+status_code+text)+.snapshot+? + Score: 2944530579058554200 + Imports: import importlib | from unittest.mock import patch | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + Args(patch): n=2 [2:lit,kwarg] + ╰─ tests/test_tutorial/test_body_fields (5 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+get+import_module+importlib+json+mod+param+put+request+response+return+status_code+text)+.snapshot+? + Score: 7507169448329380575 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_body_multiple_params [response] (35 methods) + Algorithm: CRX + Grammar: (client+get+json+params+put+response+status_code+text)+.snapshot+? + Score: 1610872888304752 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_body_nested_models [response] (41 methods) + Algorithm: CRX + Grammar: (client+get+json+post+put+response+status_code+text)+.IsList+?.snapshot+?.check_order? + Score: 82014771339066400 + Imports: import importlib | from typing import Any | import pytest | from dirty_equals import IsList | from fastapi.testclient import TestClient | from inline_snapshot import Is, snapshot + ... and 2 more + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + Args(IsList): n=3 [3:lit,lit,kwarg] + Args(Is): n=1 [1:var] + ╰─ tests/test_tutorial/test_body_updates (9 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+get+import_module+importlib+json+mod+param+patch+put+request+response+return+status_code+text)+.snapshot+? + Score: 41822231098050582928 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_conditional_openapi (4 methods) — no grammar — too_diverse + Imports: import importlib | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.conditional_openapi import tutorial001_py310 + Args(get_client): n=0 [0:] + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_configure_swagger_ui (6 methods) + Algorithm: CRX + Grammar: (client+get+in+not+not in+response+status_code+text)+.json+? + Score: 2599782112723839930440136763155282027 + Imports: from fastapi.testclient import TestClient | from docs_src.configure_swagger_ui.tutorial001_py310 import app | from docs_src.configure_swagger_ui.tutorial002_py310 import app | from docs_src.configure_swagger_ui.tutorial003_py310 import app + Args(TestClient): n=1 [1:var] + ╰─ tests/test_tutorial/test_cookie_param_models [client] (10 methods) + Algorithm: CRX + Grammar: client.(c+cookies+get+response+set+status_code)+.json+.snapshot+? + Score: 106606756891857976232328 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from tests.utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_cookie_params (3 methods) — no grammar — too_diverse + Imports: import importlib | from types import ModuleType | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other; 2:other,kwarg] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_custom_docs_ui (10 methods) + Algorithm: CRX + Grammar: (Path+TestClient+app+client+custom_docs_ui+docs_src+exist_ok+from+get+getcwd+import+in+mkdir+os+print+response+static_dir+status_code+text+tutorial001_py310+tutorial002_py310+yield)+.(json+rmdir)+? + Score: 1221679586417777777777777777777850795803222764748800 + Imports: import os | from pathlib import Path | import pytest | from fastapi.testclient import TestClient | from tests.utils import workdir_lock | from docs_src.custom_docs_ui.tutorial001_py310 import app + ... and 1 more + Args(print): n=1 [1:var] + Args(Path): n=1 [1:call] + Args(TestClient): n=1 [1:var] + ╰─ tests/test_tutorial/test_custom_request_and_route [response] (8 methods) + Algorithm: CRX + Grammar: (client+float+get+headers+in+json+not+not in+post+response)+.IsOneOf+? + Score: 1519736782731165297 + Imports: import gzip | import importlib | import json | import pytest | from fastapi import Request | from fastapi.testclient import TestClient + ... and 2 more + Args(TestClient): n=1 [1:other] + Args(type): n=1 [1:var] + Args(float): n=1 [1:subscript] + Args(IsOneOf): n=2 [2:lit,lit] + ╰─ tests/test_tutorial/test_custom_response [response] (22 methods) + Algorithm: CRX + Grammar: (client+follow_redirects+get+response+status_code+text)+.json+?.(content+headers+html_contents)?.snapshot+? + Score: 42891319752144 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | import warnings | from fastapi.exceptions import FastAPIDeprecationWarning + ... and 16 more + Args(TestClient): n=1 [1:var; 1:other] + Args(snapshot): n=1 [1:other; 1:lit] + Args(str): n=1 [1:var] + Args(cast): n=2 [2:var,var] + ╰─ tests/test_tutorial/test_dataclasses [response] (11 methods) + Algorithm: CRX + Grammar: (client+get+json+post+response+status_code)+.snapshot+? + Score: 290818120080 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from tests.utils import needs_py310 | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_debugging (5 methods) — no grammar — too_diverse + Imports: import importlib | import runpy | import sys | from unittest import mock | import pytest | from fastapi.testclient import TestClient + ... and 1 more + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_dependencies [client] (43 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+exc_info+get+mod+pytest+raise_server_exceptions+raises+response+status_code+text)+.value?.json+?.args? + Score: 2147413859405948423040 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 | import asyncio + ... and 9 more + Args(TestClient): n=1 [1:other; 1:var] + Args(str): n=1 [1:var] + Args(snapshot): n=1 [1:other] + Args(Mock): n=0 [0:] + ╰─ tests/test_tutorial/test_encoder (5 methods) — no grammar — too_diverse + Imports: import importlib | from types import ModuleType | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_events (8 methods) + Algorithm: CRX + Grammar: pytest?.warns+?.DeprecationWarning+?.from?.docs_src+?.events+?.(tutorial001_py310+tutorial002_py310)+?.import?.(TestClient+app+client+fake_answer_to_everything_ml_model+get+json+ml_models+not+params+response+status_code+text+yield)+.open+?.snapshot+?.(in+log)+?.read+? + Score: 40091377422323687880952767993043 + Imports: import pytest | from fastapi import FastAPI | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.events.tutorial001_py310 import app | from tests.utils import workdir_lock + ... and 2 more + Args(TestClient): n=1 [1:var] + Args(snapshot): n=1 [1:other] + Args(open): n=1 [1:lit] + ╰─ tests/test_tutorial/test_extra_data_types (3 methods) — no grammar — too_diverse + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_extra_models [response] (13 methods) + Algorithm: CRX + Grammar: (client+get+json+post+response+status_code+text)+.snapshot+?.IsList+?.check_order? + Score: 124278048017565666 + Imports: import importlib | import pytest | from dirty_equals import IsList | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + Args(IsList): n=4 [4:lit,lit,lit,kwarg] + ╰─ tests/test_tutorial/test_first_steps (3 methods) — no grammar — too_diverse + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_generate_clients (13 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+dumps+get+import_module+importlib+json+loads+mod+modified_openapi+openapi+openapi_json+param+patch+post+read_text+request+response+return+return_value+status_code+text+tmp_file+tmp_path+tutorial003_py310+write_text)+.snapshot+? + Score: 15885244735585439782426649367932795708106919799128363486 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.generate_clients.tutorial002_py310 import app | from docs_src.generate_clients.tutorial003_py310 import app + ... and 4 more + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:var; 1:other] + Args(patch): n=2 [2:lit,kwarg] + ╰─ tests/test_tutorial/test_graphql (3 methods) — no grammar — too_diverse + Imports: import warnings | import pytest | from inline_snapshot import snapshot | from starlette.testclient import TestClient | from docs_src.graphql_.tutorial001_py310 import app # noqa: E402 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:var] + ╰─ tests/test_tutorial/test_handling_errors (20 methods) + Algorithm: CRX + Grammar: (client+data+get+headers+in+is+json+post+response+status_code+text)+.(content+snapshot)+? + Score: 82506094775619653116 + Imports: from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.handling_errors.tutorial001_py310 import app | from docs_src.handling_errors.tutorial002_py310 import app | from docs_src.handling_errors.tutorial003_py310 import app | from docs_src.handling_errors.tutorial004_py310 import app + ... and 2 more + Args(TestClient): n=1 [1:var] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_header_param_models [response] (19 methods) + Algorithm: CRX + Grammar: (client+get+headers+response+status_code+text)+.json+.snapshot+?.IsOneOf+? + Score: 56109368403654 + Imports: import importlib | import pytest | from dirty_equals import IsOneOf | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from tests.utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(IsOneOf): n=2 [2:lit,lit] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_header_params [response] (9 methods) + Algorithm: CRX + Grammar: (client+expected_status+get+headers+path+response+status_code)+.json+.(expected_response+snapshot)+ + Score: 6782230384440 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_json_base64_bytes (5 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+get+import_module+importlib+json+mod+param+post+request+response+return+status_code+text)+.snapshot+? + Score: 7571393885585239950 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from tests.utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_metadata (14 methods) + Algorithm: CRX + Grammar: (client+get+in+response+status_code+text)+.json+?.snapshot+? + Score: 166636736635698 + Imports: from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.metadata.tutorial001_py310 import app | from docs_src.metadata.tutorial001_1_py310 import app | from docs_src.metadata.tutorial002_py310 import app | from docs_src.metadata.tutorial003_py310 import app + ... and 1 more + Args(TestClient): n=1 [1:var] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_openapi_callbacks (5 methods) — no grammar — too_diverse + Imports: import importlib | from types import ModuleType | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from tests.utils import needs_py310 + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_openapi_webhooks (3 methods) — no grammar — too_diverse + Imports: from fastapi.routing import APIRoute | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.openapi_webhooks.tutorial001_py310 import app + Args(isinstance): n=2 [2:var,var] + Args(TestClient): n=1 [1:var] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_path_operation_advanced_configurations [response] (16 methods) + Algorithm: CRX + Grammar: (client+content+get+json+post+response+status_code+text)+.snapshot+? + Score: 2263737521892776 + Imports: from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.path_operation_advanced_configuration.tutorial001_py310 import app | from docs_src.path_operation_advanced_configuration.tutorial002_py310 import app | from docs_src.path_operation_advanced_configuration.tutorial003_py310 import app | import importlib + ... and 4 more + Args(TestClient): n=1 [1:var; 1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_path_operation_configurations [response] (18 methods) + Algorithm: CRX + Grammar: (client+expected_status+get+json+path+post+response+status_code+text)+.IsList+?.(expected_response+snapshot)+?.check_order? + Score: 738650776951042506 + Imports: import importlib | import pytest | from dirty_equals import IsList | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + ... and 4 more + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other; 1:var] + Args(IsList): n=3 [3:lit,lit,kwarg] + Args(Is): n=1 [1:subscript] + ╰─ tests/test_tutorial/test_path_params (18 methods) + Algorithm: CRX + Grammar: (client+content+get+item_id+print+response+status_code+text+user_id)+?.asyncio?.json+?.run+?.(expected_response+snapshot)+?.read_users2+? + Score: 4905636791949437018 + Imports: import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.path_params.tutorial001_py310 import app | from docs_src.path_params.tutorial002_py310 import app | from docs_src.path_params.tutorial003_py310 import app + ... and 4 more + Args(TestClient): n=1 [1:var] + Args(snapshot): n=1 [1:other] + Args(print): n=1 [1:other] + Args(read_users2): n=0 [0:] + ╰─ tests/test_tutorial/test_path_params_numeric_validations [response] (29 methods) + Algorithm: CRX + Grammar: (client+get+path+response+status_code+text)+.json+.(expected_response+snapshot)+? + Score: 4991796343632 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_python_types (15 methods) + Algorithm: CRX + Grammar: patch+?.(import_module+importlib+mod+param+request+return)+?.get_person_name+?.(get_items+res)+?.pytest?.say_hello+?.(arg+args+call_args+call_args_list+call_count+for+in+items_s+items_t+mock_print+module+module_name+process_item+process_items+run_module+run_name+runpy+say_hi+str)+?.Person+?.raises+?.assert_called_with+?.TypeError+?.get_name_with_age+? + Score: 4687022381821205736901302590975304 + Imports: import runpy | from unittest.mock import patch | import pytest | from docs_src.python_types.tutorial003_py310 import get_name_with_age | from docs_src.python_types.tutorial004_py310 import get_name_with_age | from docs_src.python_types.tutorial005_py310 import get_items + ... and 8 more + Args(patch): n=1 [1:lit] + Args(process_items): n=1 [1:other; 2:var,var] + Args(get_name_with_age): n=2 [2:lit,lit] + Args(str): n=1 [1:subscript] + ╰─ tests/test_tutorial/test_query_param_models (12 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+get+import_module+importlib+mod+param+params+request+response+return+status_code+text)+.json+?.snapshot+? + Score: 5954138257502678194 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from tests.utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_query_params [response] (19 methods) + Algorithm: CRX + Grammar: (client+get+path+response+status_code)+.json+.(expected_json+snapshot)+? + Score: 17374442390 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 | from docs_src.query_params.tutorial005_py310 import app + Args(TestClient): n=1 [1:other; 1:var] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_query_params_str_validations [response] (81 methods) + Algorithm: CRX + Grammar: (client+get+params+response+status_code+text)+.json+.snapshot+? + Score: 11539906803840 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 | from fastapi._compat import PYDANTIC_VERSION_MINOR_TUPLE + ... and 2 more + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + Args(IsStr): n=0 [0:] + Args(Is): n=1 [1:var] + ╰─ tests/test_tutorial/test_request_files [response] (30 methods) + Algorithm: CRX + Grammar: (client+get+json+post+response+status_code+text)+.snapshot+? + Score: 195893430874540 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from pathlib import Path | from ...utils import needs_py310 + ... and 1 more + Args(TestClient): n=1 [1:var; 1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_request_form_models (15 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+data+get+import_module+importlib+json+mod+param+post+request+response+return+status_code+text)+.snapshot+? + Score: 41968481977512230896 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_request_forms (7 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+data+get+import_module+importlib+json+mod+param+post+request+response+return+status_code+text)+.snapshot+? + Score: 20984090868768536432 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_request_forms_and_files (8 methods) — no grammar — too_diverse + Imports: import importlib | import pytest | from fastapi import FastAPI | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(TestClient): n=1 [1:var] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_response_directly (6 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+expected_content+get+headers+import_module+importlib+json+mod+param+put+request+response+return+status_code+text)+.snapshot+? + Score: 112707907653198996843 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_response_model [response] (32 methods) + Algorithm: CRX + Grammar: (client+follow_redirects+get+json+params+post+response+status_code+text+url)+.(data+headers+snapshot)+? + Score: 144844285037078040 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 | from docs_src.response_model.tutorial003_02_py310 import app + ... and 2 more + Args(TestClient): n=1 [1:other; 1:var] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_response_status_code (3 methods) — no grammar — too_diverse + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_schema_extra_example [response] (15 methods) + Algorithm: CRX + Grammar: (client+get+json+put+response+status_code+text)+.snapshot+? + Score: 193858795284000 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_security [response] (69 methods) + Algorithm: CRX + Grammar: (auth+client+data+get+headers+json+post+response+status_code+text)+.snapshot+? + Score: 162111111111111080 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 | from types import ModuleType + ... and 4 more + Args(TestClient): n=1 [1:other] + Args(get_access_token): n=1 [1:kwarg; 2:kwarg,kwarg] + Args(snapshot): n=1 [1:other] + Args(b64encode): n=1 [1:lit] + ╰─ tests/test_tutorial/test_separate_openapi_schemas (8 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+get+import_module+importlib+json+mod+param+post+request+response+return+status_code+text)+.snapshot+? + Score: 15080231501116071420 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from ...utils import needs_py310 + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_server_sent_events [response] (17 methods) + Algorithm: CRX + Grammar: (all+client+data_lines+event_lines+for+get+headers+id_lines+if+in+json+len+line+lines+path+post+response+retry_lines+split+startswith+status_code+strip+text)+.snapshot+? + Score: 676645068471047245172343481207261555999414529718244031208044918738906480902973521013765333765593609660704986171091663944719843524006043 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(len): n=1 [1:var] + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + Args(all): n=2 [2:expr,other] + ╰─ tests/test_tutorial/test_settings (16 methods) + Algorithm: CRX + Grammar: (TestClient+ValidationError+admin_email+app+app_name+client+data+del+delenv+exc_info+get+get_settings+if+import_module+importlib+in+json+main_mod+mod+mod_name+mod_path+modules+monkeypatch+param+pytest+raises+raising+request+response+return+setenv+settings+status_code+sys+test_main_mod+text)+.value?.(items_per_user+snapshot+test_app)+?.errors+?.IsAnyStr? + Score: 2085446187624958522745261496712380127872239294592 + Imports: import importlib | import sys | import pytest | from dirty_equals import IsAnyStr | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + ... and 3 more + Args(TestClient): n=1 [1:other; 1:var] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_sql_databases (8 methods) + Algorithm: CRX + Grammar: (Any+StaticPool+TestClient+app+c+cast+catch_warnings+clear_sqlmodel+connect_args+create_engine+engine+import_module+importlib+mod+mod_any+param+poolclass+record+reload+request+simplefilter+sqlite_url+warnings+yield)+?.SQLModel?.(Is+IsInt+client+delete+get+hero_id+json+patch+post+response+snapshot+status_code+text)+?.metadata?.clear+?.default_registry?.dispose+? + Score: 47826618908121039967630938062950522530079327383009903875364273444070284026945074090907446130320318746480609266958463881498029073607555196589518481391042908641637086191026579379504220314623462174998430181650205295557340157313486704002935030368247309669783945068201673924382397197583372241401218998593496238996038722626065919424955476 + Imports: import importlib | import warnings | from typing import Any, cast | import pytest | from dirty_equals import IsInt | from fastapi.testclient import TestClient + ... and 6 more + Args(snapshot): n=1 [1:other] + Args(IsInt): n=0 [0:] + Args(clear_sqlmodel): n=0 [0:] + Args(Is): n=1 [1:var] + ╰─ tests/test_tutorial/test_static_files (4 methods) — no grammar — too_diverse + Imports: import os | from pathlib import Path | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from tests.utils import workdir_lock + ... and 1 more + Args(TestClient): n=1 [1:var] + Args(Path): n=1 [1:call] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_stream_data (7 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+content+get+headers+import_module+importlib+mod+param+path+request+response+return+status_code+text)+.json+?.(binary_image+expected_text)?.snapshot+? + Score: 48797402688325953488 + Imports: import importlib | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(TestClient): n=1 [1:other] + Args(snapshot): n=1 [1:other] + ╰─ tests/test_tutorial/test_stream_json_lines (3 methods) — no grammar — too_diverse + Imports: import importlib | import json | import pytest | from fastapi.testclient import TestClient | from inline_snapshot import snapshot + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_strict_content_type (4 methods) — no grammar — too_diverse + Imports: import importlib | import pytest | from fastapi.testclient import TestClient + Args(TestClient): n=1 [1:other] + ╰─ tests/test_tutorial/test_sub_applications (4 methods) + Algorithm: CRX + Grammar: (client+get+response+status_code+text)+.json+.snapshot+? + Score: 96130371020 + Imports: from fastapi.testclient import TestClient | from inline_snapshot import snapshot | from docs_src.sub_applications.tutorial001_py310 import app + Args(snapshot): n=1 [1:other] + Args(TestClient): n=1 [1:var] + ╰─ tests/test_tutorial/test_testing (10 methods) + Algorithm: CRX + Grammar: (ModuleType+import_module+importlib+mod+param+request+return)+?.(client+get+response+status_code+text)+?.(test_create_existing_item+test_create_item+test_create_item_bad_token+test_main+test_module+test_read_item+test_read_nonexistent_item)+?.pytest?.(test_read_main+test_websocket)+?.json+?.test_read_item_bad_token+?.warns+?.snapshot+?.DeprecationWarning+?.from?.docs_src+?.app_testing+?.tutorial003_py310+?.import?.test_read_items+? + Score: 5277094923686509858546926 + Imports: from inline_snapshot import snapshot | from docs_src.app_testing.app_a_py310.test_main import client, test_read_main | import importlib | from types import ModuleType | import pytest | from ...utils import needs_py310 + ... and 4 more + Args(test_read_main): n=0 [0:] + Args(test_read_items): n=0 [0:] + Args(snapshot): n=1 [1:other] + Args(test_websocket): n=0 [0:] + ╰─ tests/test_tutorial/test_testing_dependencies (8 methods) + Algorithm: CRX + Grammar: (app+client+dependency_overrides+get+response+status_code+test_module+test_override_in_items+test_override_in_items_with_params+test_override_in_items_with_q+text)+?.(ModuleType+import_module+importlib+mod+param+request+return)+?.json+? + Score: 22385032507233142458638 + Imports: import importlib | from types import ModuleType | import pytest | from ...utils import needs_py310 + Args(test_override_in_items_with_q): n=0 [0:] + Args(test_override_in_items): n=0 [0:] + Args(test_override_in_items_with_params): n=0 [0:] + ╰─ tests/test_tutorial/test_websockets (14 methods) — no grammar — too_diverse + Imports: import pytest | from fastapi.testclient import TestClient | from fastapi.websockets import WebSocketDisconnect | from docs_src.websockets_.tutorial001_py310 import app | import importlib | from fastapi import FastAPI + ... and 3 more + Args(TestClient): n=1 [1:var; 2:var,kwarg] + ╰─ tests/test_validate_response_recursive (3 methods) + Algorithm: CRX + Grammar: (TestClient+app+client+get+json+response+status_code+text)+?.return? + Score: 11141460353568422474092118034 + Imports: from fastapi import FastAPI | from pydantic import BaseModel | from fastapi.testclient import TestClient | from .app import app + Args(TestClient): n=1 [1:var] + Args(FastAPI): n=0 [0:] + Args(class): n=1 [1:var] + Args(RecursiveItem): n=1 [1:var] diff --git a/experiments/round14/flask_full.txt b/experiments/round14/flask_full.txt new file mode 100644 index 0000000..cb19bfe --- /dev/null +++ b/experiments/round14/flask_full.txt @@ -0,0 +1,110 @@ +[ 0.0s] Scanning /home/tobi/Desktop/dervish/external_refs/flask ... +[ 4.1s] Preprocess: 1424 methods from 83 .py files (4.1s) +[ 4.2s] Groups: 11 named, 4 ungrouped methods +[ 4.2s] ├ examples/celery/src/task_app (11 methods) +[ 4.2s] ├ examples/javascript/tests (5 methods) +[ 4.2s] ├ examples/tutorial/flaskr (18 methods) +[ 4.2s] ├ examples/tutorial/tests (25 methods) +[ 4.2s] ├ src/flask (216 methods) +[ 4.2s] ├ src/flask/json (50 methods) +[ 4.2s] ├ src/flask/sansio (102 methods) +[ 4.2s] ├ tests (962 methods) +[ 4.2s] ├ tests/test_apps (3 methods) +[ 4.2s] ├ tests/test_apps/blueprintapp/apps (4 methods) +[ 4.2s] ├ tests/type_check (24 methods) +[ 4.2s] └ (other) (4 methods) +[ 4.2s] Inferring 11 groups across 12 workers ... +[ 4.9s] Infer examples/celery/src/task_app (11 methods) done +[ 5.0s] Infer examples/tutorial/flaskr (18 methods) done +[ 5.1s] Infer examples/javascript/tests (5 methods) done +[ 5.2s] Infer tests/test_apps (3 methods) done +[ 5.3s] Infer tests/test_apps/blueprintapp/apps (4 methods) done +[ 5.5s] Infer tests/type_check (24 methods) done +[ 5.8s] Infer examples/tutorial/tests (25 methods) done +[ 6.0s] Infer src/flask/json [return] (42 methods) done +[ 6.1s] Infer src/flask/sansio [state] (92 methods) done +[ 7.1s] Infer src/flask (216 methods) done +[ 12.9s] Infer tests [return] (953 methods) done + +.py: + ╰─ examples/celery/src/task_app (11 methods) — no grammar — too_diverse + Imports: from celery import Celery | from celery import Task | from flask import Flask | from flask import render_template | from . import views | import time + ... and 5 more + Args(shared_task): n=0 [1:kwarg; 0:] + Args(dict): n=3 [3:kwarg,kwarg,kwarg] + Args(range): n=1 [1:var] + Args(Blueprint): n=3 [3:lit,var,kwarg] + ╰─ examples/javascript/tests (5 methods) — no grammar — too_diverse + Imports: import pytest | from js_example import app | from flask import template_rendered + ╰─ examples/tutorial/flaskr (18 methods) — no grammar — too_diverse + Imports: import os | from flask import Flask | from . import db | from . import auth | from . import blog | import functools + ... and 17 more + Args(get_db): n=0 [0:] + Args(url_for): n=1 [1:lit] + Args(redirect): n=1 [1:call] + Args(render_template): n=1 [1:lit; 2:lit,kwarg] + ╰─ examples/tutorial/tests (25 methods) — no grammar — too_diverse + Imports: import os | import tempfile | import pytest | from flaskr import create_app | from flaskr.db import get_db | from flaskr.db import init_db + ... and 3 more + Args(get_db): n=0 [0:] + Args(create_app): n=1 [1:other; 0:] + Args(str): n=1 [1:other] + Args(open): n=2 [2:call,lit] + ╰─ src/flask (216 methods) — no grammar — too_diverse + Imports: from __future__ import annotations | import collections.abc as cabc | import inspect | import os | import sys | import typing as t + ... and 133 more + Args(isinstance): n=2 [2:var,var; 2:var,other] + Args(super): n=0 [0:; 2:var,var] + Args(RuntimeError): n=1 [1:lit; 1:other] + Args(getattr): n=3 [3:var,lit,lit; 3:var,var,lit] + ╰─ src/flask/json [return] (42 methods) + Algorithm: CRX + Grammar: return.current_app?.(dumps+http_date+isinstance+str)+?.json?.(UUID+_untag_scan+and+dict+for+in+item+iter+k+key+len+loads+next+self+serializer+tag+tuple+v+value)+?.args?.(__html__+items+list+tags)+?.(fp+s)?.kwargs? + Score: 16609831518673645712841974286315274 + Imports: from __future__ import annotations | import json as _json | import typing as t | from ..globals import current_app | from .provider import _default | from ..wrappers import Response + ... and 18 more + Args(isinstance): n=2 [2:var,var; 2:var,other] + Args(iter): n=1 [1:var] + Args(next): n=1 [1:call] + Args(str): n=1 [1:call; 1:var] + ╰─ src/flask/sansio [state] (92 methods) + Algorithm: CRX + Grammar: state.app.code?.f.name+? + Score: 8 + Imports: from __future__ import annotations | import logging | import os | import sys | import typing as t | from datetime import timedelta + ... and 44 more + Args(ValueError): n=1 [1:lit; 1:other] + Args(defaultdict): n=1 [1:var; 2:var,other] + Args(isinstance): n=2 [2:var,var] + Args(callable): n=1 [1:var] + ╰─ tests [return] (953 methods) + Algorithm: CRX + Grammar: return+.(flask+str)+?.self?.(Flask+app)+?.(in+isinstance)+?.session?.render_template+?.request?.config?.e?.get+?.value+?.data? + Score: 5251076 + Imports: import os | import sys | import pytest | from _pytest import monkeypatch | from flask import Flask | from flask.globals import app_ctx as _app_ctx + ... and 94 more + Args(isinstance): n=2 [2:var,var; 2:subscript,var] + Args(str): n=1 [1:other; 1:var] + Args(len): n=1 [1:var; 1:other] + Args(Flask): n=1 [1:lit; 1:var] + ╰─ tests/test_apps (3 methods) — no grammar — too_diverse + Imports: from flask import Flask + Args(Flask): n=1 [1:lit; 1:call] + ╰─ tests/test_apps/blueprintapp/apps (4 methods) + Algorithm: CRX + Grammar: return.render_template+ + Score: 4 + Imports: from flask import Blueprint | from flask import render_template + Args(render_template): n=1 [1:lit] + Args(Blueprint): n=3 [5:lit,var,kwarg,kwarg,kwarg; 3:lit,var,kwarg] + ╰─ tests/type_check (24 methods) + Algorithm: CRX + Grammar: def?.(Generator+encode+for+in+iter+range+return+show+str+t+x+yield)+?.HTTPStatus?.(Response+code+jsonify)+?.stream_template+?.render_template+?.OK?.name+?.self?.template_name+? + Score: 119659610633016130285752 + Imports: from __future__ import annotations | from flask import Flask | from flask import Response | from http import HTTPStatus | from werkzeug.exceptions import BadRequest | from werkzeug.exceptions import NotFound + ... and 6 more + Args(range): n=1 [1:lit] + Args(Flask): n=1 [1:var] + Args(Response): n=0 [0:] + Args(render_template): n=1 [1:other; 2:lit,kwarg] + ╰─ (other) (4 methods) — no grammar diff --git a/experiments/round14/ragsak_full.txt b/experiments/round14/ragsak_full.txt new file mode 100644 index 0000000..9894154 --- /dev/null +++ b/experiments/round14/ragsak_full.txt @@ -0,0 +1,704 @@ +[ 0.0s] Scanning /home/tobi/Desktop/kesai/RAGSAK ... +[ 3.8s] Preprocess: 1609 methods from 462 .kt files (3.7s) +[ 3.8s] Groups: 120 named, 6 ungrouped methods +[ 3.8s] ├ agents (5 methods) +[ 3.8s] ├ agents/capability/ports/src/main/kotlin/eu/corentic/springrag/agent/capability (5 methods) +[ 3.8s] ├ agents/capability/support/src/main/kotlin/eu/corentic/springrag/agent/capability/support (5 methods) +[ 3.8s] ├ agents/capability/support/src/test/kotlin/eu/corentic/springrag/agent/capability/support (6 methods) +[ 3.8s] ├ agents/examples/simple-rag/src/main/kotlin/eu/corentic/springrag/example/rag/simple (9 methods) +[ 3.8s] ├ agents/examples/simple-rag/src/test/kotlin/eu/corentic/springrag/example/rag/simple (14 methods) +[ 3.8s] ├ agents/rag/embabel/src/main/kotlin/eu/corentic/springrag/agent/rag/embabel (58 methods) +[ 3.8s] ├ agents/rag/embabel/src/main/kotlin/eu/corentic/springrag/agent/rag/embabel/librechat (13 methods) +[ 3.8s] ├ agents/rag/embabel/src/test/kotlin/eu/corentic/springrag/agent/rag/embabel (36 methods) +[ 3.8s] ├ agents/rag/embabel/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) +[ 3.8s] ├ agents/rag/ports/src/main/kotlin/eu/corentic/springrag/agent/rag (4 methods) +[ 3.8s] ├ agents/rag/ports/src/test/kotlin/eu/corentic/springrag/agent/rag (3 methods) +[ 3.8s] ├ agents/rag/ports/src/test/kotlin/eu/corentic/springrag/model (3 methods) +[ 3.8s] ├ agents/rag/support/src/main/kotlin/eu/corentic/springrag/agent/rag/support (13 methods) +[ 3.8s] ├ agents/rag/support/src/test/kotlin/eu/corentic/springrag/agent/rag/support (11 methods) +[ 3.8s] ├ agents/summarizer/embabel/src/main/kotlin/eu/corentic/springrag/agent/summarizer/embabel (13 methods) +[ 3.8s] ├ agents/summarizer/embabel/src/test/kotlin/eu/corentic/springrag/agent/summarizer/embabel (14 methods) +[ 3.8s] ├ agents/tooling/agent/src/main/kotlin/eu/corentic/springrag/agent/tooling/agent (4 methods) +[ 3.8s] ├ agents/tooling/embabel/src/main/kotlin/eu/corentic/springrag/agent/tooling/embabel (12 methods) +[ 3.8s] ├ agents/tooling/embabel/src/main/kotlin/eu/corentic/springrag/agent/tooling/embabel/recording (11 methods) +[ 3.8s] ├ agents/tooling/embabel/src/test/kotlin/eu/corentic/springrag/agent/tooling/embabel (6 methods) +[ 3.8s] ├ agents/wikipedia/adapters/src/main/kotlin/eu/corentic/springrag/agent/wikipedia (4 methods) +[ 3.8s] ├ agents/wikipedia/adapters/src/test/kotlin/eu/corentic/springrag/agent/wikipedia (8 methods) +[ 3.8s] ├ agents/wikipedia/static/src/main/kotlin/eu/corentic/springrag/agent/wikipedia (3 methods) +[ 3.8s] ├ agents/wikipedia/static/src/test/kotlin/eu/corentic/springrag/agent/wikipedia (3 methods) +[ 3.8s] ├ app/src (6 methods) +[ 3.8s] ├ app/src/e2eTest/kotlin/eu/corentic/springrag/e2e/cucumber/steps (17 methods) +[ 3.8s] ├ app/src/integrationTest/kotlin/eu/corentic/springrag/config (15 methods) +[ 3.8s] ├ app/src/integrationTest/kotlin/eu/corentic/springrag/controller (5 methods) +[ 3.8s] ├ app/src/integrationTest/kotlin/eu/corentic/springrag/service (3 methods) +[ 3.8s] ├ app/src/systemTest/kotlin/eu/corentic/springrag/config (14 methods) +[ 3.8s] ├ app/src/systemTest/kotlin/eu/corentic/springrag/system (46 methods) +[ 3.8s] ├ app/src/test/kotlin/eu/corentic/springrag/architecture (87 methods) +[ 3.8s] ├ app/src/test/kotlin/eu/corentic/springrag/config (3 methods) +[ 3.8s] ├ buildSrc/src/main/kotlin (8 methods) +[ 3.8s] ├ buildSrc/src/test/kotlin (5 methods) +[ 3.8s] ├ entrypoints/agent-mcp-server/src/main/kotlin/eu/corentic/springrag/mcp (3 methods) +[ 3.8s] ├ entrypoints/agent-mcp-server/src/test/kotlin/eu/corentic/springrag/mcp (3 methods) +[ 3.8s] ├ entrypoints/web/src/main/kotlin/eu/corentic/springrag/config (3 methods) +[ 3.8s] ├ entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller (58 methods) +[ 3.8s] ├ entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller/librechat (29 methods) +[ 3.8s] ├ entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller/web (6 methods) +[ 3.8s] ├ entrypoints/web/src/test/kotlin/eu/corentic/springrag/config (4 methods) +[ 3.8s] ├ entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller (83 methods) +[ 3.8s] ├ entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/auth (5 methods) +[ 3.8s] ├ entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/librechat (46 methods) +[ 3.8s] ├ entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/web (10 methods) +[ 3.8s] ├ infrastructure/adapters (3 methods) +[ 3.8s] ├ infrastructure/adapters/ai-provider/src/main/kotlin/eu/corentic/springrag/config (4 methods) +[ 3.8s] ├ infrastructure/adapters/ai-provider/src/main/kotlin/eu/corentic/springrag/health (3 methods) +[ 3.8s] ├ infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/config (6 methods) +[ 3.8s] ├ infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/health (4 methods) +[ 3.8s] ├ infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/service/embedding (5 methods) +[ 3.8s] ├ infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) +[ 3.8s] ├ infrastructure/adapters/chat-memory/src/test/kotlin/eu/corentic/springrag/config (6 methods) +[ 3.8s] ├ infrastructure/adapters/doc-parser/src (6 methods) +[ 3.8s] ├ infrastructure/adapters/doc-parser/src/main/kotlin/eu/corentic/springrag/config (3 methods) +[ 3.8s] ├ infrastructure/adapters/doc-parser/src/main/kotlin/eu/corentic/springrag/service/docling (21 methods) +[ 3.8s] ├ infrastructure/adapters/doc-parser/src/systemTest/kotlin/eu/corentic/springrag/config (6 methods) +[ 3.8s] ├ infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/config (12 methods) +[ 3.8s] ├ infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/health (3 methods) +[ 3.8s] ├ infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/service/docling (10 methods) +[ 3.8s] ├ infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/health (7 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/model/graph (9 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/repository (24 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/agent (3 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/cleanup (4 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/graph (12 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/port/adapter (45 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/storage (40 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/config (4 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/repository/graph (23 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/system (6 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/config (3 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/health (6 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/model/graph (7 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/repository (19 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/cleanup (4 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/graph (30 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/port/adapter (28 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/storage (3 methods) +[ 3.8s] ├ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) +[ 3.8s] ├ modules/chat/src/integrationTest/kotlin/eu/corentic/springrag/service/chat (4 methods) +[ 3.8s] ├ modules/chat/src/main/kotlin/eu/corentic/springrag/service/chat (6 methods) +[ 3.8s] ├ modules/chat/src/systemTest/kotlin/eu/corentic/springrag/config (15 methods) +[ 3.8s] ├ modules/chat/src/systemTest/kotlin/eu/corentic/springrag/system (4 methods) +[ 3.8s] ├ modules/chat/src/test/kotlin/eu/corentic/springrag/service/chat (8 methods) +[ 3.8s] ├ modules/common/src/main/kotlin/eu/corentic/springrag/common (7 methods) +[ 3.8s] ├ modules/common/src/main/kotlin/eu/corentic/springrag/common/ids (18 methods) +[ 3.8s] ├ modules/common/src/test/kotlin/eu/corentic/springrag/common/ids (8 methods) +[ 3.8s] ├ modules/ingestion/src/integrationTest/kotlin/eu/corentic/springrag/service/job (34 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch (16 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/listener (16 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/model (4 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/partition (4 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/reader (4 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/writer (3 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/config (26 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/chunk (18 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/document (3 methods) +[ 3.8s] ├ modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/job (62 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch (17 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/listener (34 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/model (8 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/partition (7 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/processor (5 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/reader (12 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/writer (14 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/service/chunk (8 methods) +[ 3.8s] ├ modules/ingestion/src/test/kotlin/eu/corentic/springrag/service/job (49 methods) +[ 3.8s] ├ modules/knowledgebase/ports/src/main/kotlin/eu/corentic/springrag/model (5 methods) +[ 3.8s] ├ modules/knowledgebase/src/main/kotlin/eu/corentic/springrag/service/knowledgebase (11 methods) +[ 3.8s] ├ modules/knowledgebase/src/test/kotlin/eu/corentic/springrag/service/knowledgebase (16 methods) +[ 3.8s] ├ modules/security/src/main/kotlin/eu/corentic/springrag/security/config (5 methods) +[ 3.8s] ├ modules/security/src/main/kotlin/eu/corentic/springrag/security/service (10 methods) +[ 3.8s] ├ modules/security/src/test/kotlin/eu/corentic/springrag/security/config (6 methods) +[ 3.8s] ├ modules/security/src/test/kotlin/eu/corentic/springrag/security/service (15 methods) +[ 3.8s] ├ platform/test-support/src/main/kotlin/eu/corentic/springrag/testcontainers (13 methods) +[ 3.8s] ├ platform/test-support/src/test/kotlin/eu/corentic/springrag/testcontainers (5 methods) +[ 3.8s] └ (other) (6 methods) +[ 3.8s] Inferring 120 groups across 12 workers ... +[ 4.1s] Infer agents/rag/embabel/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) done +[ 4.1s] Infer agents/rag/embabel/src/main/kotlin/eu/corentic/springrag/agent/rag/embabel/librechat (13 methods) done +[ 4.2s] Infer agents/rag/ports/src/test/kotlin/eu/corentic/springrag/agent/rag (3 methods) done +[ 4.2s] Infer agents/capability/support/src/main/kotlin/eu/corentic/springrag/agent/capability/support (5 methods) done +[ 4.2s] Infer agents/capability/support/src/test/kotlin/eu/corentic/springrag/agent/capability/support (6 methods) done +[ 4.2s] Infer agents/examples/simple-rag/src/main/kotlin/eu/corentic/springrag/example/rag/simple (9 methods) done +[ 4.2s] Infer agents/capability/ports/src/main/kotlin/eu/corentic/springrag/agent/capability (5 methods) done +[ 4.2s] Infer agents/rag/ports/src/test/kotlin/eu/corentic/springrag/model (3 methods) done +[ 4.2s] Infer agents (5 methods) done +[ 4.3s] Infer agents/rag/ports/src/main/kotlin/eu/corentic/springrag/agent/rag (4 methods) done +[ 4.3s] Infer agents/tooling/agent/src/main/kotlin/eu/corentic/springrag/agent/tooling/agent (4 methods) done +[ 4.4s] Infer agents/examples/simple-rag/src/test/kotlin/eu/corentic/springrag/example/rag/simple (14 methods) done +[ 4.4s] Infer agents/rag/support/src/main/kotlin/eu/corentic/springrag/agent/rag/support (13 methods) done +[ 4.4s] Infer agents/tooling/embabel/src/main/kotlin/eu/corentic/springrag/agent/tooling/embabel/recording (11 methods) done +[ 4.4s] Infer agents/wikipedia/adapters/src/main/kotlin/eu/corentic/springrag/agent/wikipedia (4 methods) done +[ 4.4s] Infer agents/tooling/embabel/src/test/kotlin/eu/corentic/springrag/agent/tooling/embabel (6 methods) done +[ 4.5s] Infer agents/summarizer/embabel/src/main/kotlin/eu/corentic/springrag/agent/summarizer/embabel (13 methods) done +[ 4.5s] Infer agents/wikipedia/adapters/src/test/kotlin/eu/corentic/springrag/agent/wikipedia (8 methods) done +[ 4.5s] Infer agents/wikipedia/static/src/test/kotlin/eu/corentic/springrag/agent/wikipedia (3 methods) done +[ 4.5s] Infer agents/rag/support/src/test/kotlin/eu/corentic/springrag/agent/rag/support (11 methods) done +[ 4.5s] Infer agents/wikipedia/static/src/main/kotlin/eu/corentic/springrag/agent/wikipedia (3 methods) done +[ 4.5s] Infer app/src/integrationTest/kotlin/eu/corentic/springrag/service (3 methods) done +[ 4.6s] Infer app/src/test/kotlin/eu/corentic/springrag/config (3 methods) done +[ 4.6s] Infer app/src/integrationTest/kotlin/eu/corentic/springrag/controller (5 methods) done +[ 4.6s] Infer agents/tooling/embabel/src/main/kotlin/eu/corentic/springrag/agent/tooling/embabel (12 methods) done +[ 4.7s] Infer app/src/integrationTest/kotlin/eu/corentic/springrag/config (15 methods) done +[ 4.7s] Infer buildSrc/src/test/kotlin (5 methods) done +[ 4.7s] Infer buildSrc/src/main/kotlin (8 methods) done +[ 4.7s] Infer agents/summarizer/embabel/src/test/kotlin/eu/corentic/springrag/agent/summarizer/embabel (14 methods) done +[ 4.7s] Infer app/src/systemTest/kotlin/eu/corentic/springrag/config (14 methods) done +[ 4.8s] Infer app/src (6 methods) done +[ 4.8s] Infer app/src/test/kotlin/eu/corentic/springrag/architecture [readString] (75 methods) done +[ 4.8s] Infer entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller/librechat (29 methods) done +[ 4.9s] Infer entrypoints/web/src/main/kotlin/eu/corentic/springrag/config (3 methods) done +[ 4.9s] Infer entrypoints/agent-mcp-server/src/main/kotlin/eu/corentic/springrag/mcp (3 methods) done +[ 4.9s] Infer agents/rag/embabel/src/test/kotlin/eu/corentic/springrag/agent/rag/embabel [every] (25 methods) done +[ 4.9s] Infer entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller/web (6 methods) done +[ 4.9s] Infer entrypoints/agent-mcp-server/src/test/kotlin/eu/corentic/springrag/mcp (3 methods) done +[ 4.9s] Infer entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/auth (5 methods) done +[ 5.0s] Infer entrypoints/web/src/test/kotlin/eu/corentic/springrag/config (4 methods) done +[ 5.1s] Infer infrastructure/adapters/ai-provider/src/main/kotlin/eu/corentic/springrag/health (3 methods) done +[ 5.1s] Infer entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/web (10 methods) done +[ 5.1s] Infer infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/health (4 methods) done +[ 5.1s] Infer agents/rag/embabel/src/main/kotlin/eu/corentic/springrag/agent/rag/embabel [decision] (31 methods) done +[ 5.1s] Infer infrastructure/adapters (3 methods) done +[ 5.1s] Infer infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/config (6 methods) done +[ 5.1s] Infer infrastructure/adapters/ai-provider/src/main/kotlin/eu/corentic/springrag/config (4 methods) done +[ 5.1s] Infer infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/service/embedding (5 methods) done +[ 5.2s] Infer infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) done +[ 5.2s] Infer app/src/e2eTest/kotlin/eu/corentic/springrag/e2e/cucumber/steps [lastChatResponse] (7 methods) done +[ 5.2s] Infer infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/health (3 methods) done +[ 5.2s] Infer infrastructure/adapters/chat-memory/src/test/kotlin/eu/corentic/springrag/config (6 methods) done +[ 5.3s] Infer infrastructure/adapters/doc-parser/src/main/kotlin/eu/corentic/springrag/config (3 methods) done +[ 5.3s] Infer infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) done +[ 5.3s] Infer infrastructure/adapters/doc-parser/src/systemTest/kotlin/eu/corentic/springrag/config (6 methods) done +[ 5.3s] Infer entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller [ok] (32 methods) done +[ 5.3s] Infer infrastructure/adapters/doc-parser/src/main/kotlin/eu/corentic/springrag/service/docling (21 methods) done +[ 5.4s] Infer infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/service/docling (10 methods) done +[ 5.4s] Infer infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/agent (3 methods) done +[ 5.4s] Infer entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/librechat [VectorChunk] (39 methods) done +[ 5.4s] Infer infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/health (7 methods) done +[ 5.4s] Infer infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/repository [deleteByFilter] (13 methods) done +[ 5.4s] Infer infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/config (4 methods) done +[ 5.5s] Infer infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/graph (12 methods) done +[ 5.5s] Infer infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/system (6 methods) done +[ 5.5s] Infer infrastructure/adapters/doc-parser/src (6 methods) done +[ 5.5s] Infer infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/config (12 methods) done +[ 5.6s] Infer infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/cleanup (4 methods) done +[ 5.6s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/config (3 methods) done +[ 5.7s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/repository (19 methods) done +[ 5.7s] Infer infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/model/graph (9 methods) done +[ 5.7s] Infer infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/storage [when] (34 methods) done +[ 5.7s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/health (6 methods) done +[ 5.8s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) done +[ 5.8s] Infer infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/repository/graph (23 methods) done +[ 5.8s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/storage (3 methods) done +[ 5.8s] Infer app/src/systemTest/kotlin/eu/corentic/springrag/system [session] (33 methods) done +[ 5.8s] Infer modules/chat/src/main/kotlin/eu/corentic/springrag/service/chat (6 methods) done +[ 5.8s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/cleanup (4 methods) done +[ 5.8s] Infer modules/chat/src/systemTest/kotlin/eu/corentic/springrag/system (4 methods) done +[ 5.8s] Infer modules/chat/src/integrationTest/kotlin/eu/corentic/springrag/service/chat (4 methods) done +[ 5.9s] Infer modules/common/src/main/kotlin/eu/corentic/springrag/common (7 methods) done +[ 5.9s] Infer modules/common/src/main/kotlin/eu/corentic/springrag/common/ids [of] (10 methods) done +[ 5.9s] Infer modules/common/src/test/kotlin/eu/corentic/springrag/common/ids (8 methods) done +[ 5.9s] Infer entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller [post] (79 methods) done +[ 6.0s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/reader (4 methods) done +[ 6.0s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/partition (4 methods) done +[ 6.0s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/model/graph (7 methods) done +[ 6.0s] Infer modules/chat/src/test/kotlin/eu/corentic/springrag/service/chat (8 methods) done +[ 6.0s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch (16 methods) done +[ 6.1s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/model (4 methods) done +[ 6.1s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/document (3 methods) done +[ 6.2s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/listener (16 methods) done +[ 6.2s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/writer (3 methods) done +[ 6.2s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/config (26 methods) done +[ 6.2s] Infer infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/port/adapter [value] (35 methods) done +[ 6.2s] Infer modules/chat/src/systemTest/kotlin/eu/corentic/springrag/config (15 methods) done +[ 6.3s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/partition (7 methods) done +[ 6.3s] Infer modules/ingestion/src/integrationTest/kotlin/eu/corentic/springrag/service/job (34 methods) done +[ 6.3s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/model (8 methods) done +[ 6.3s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/processor (5 methods) done +[ 6.3s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/port/adapter (28 methods) done +[ 6.3s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/reader (12 methods) done +[ 6.4s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/chunk (18 methods) done +[ 6.4s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/service/chunk (8 methods) done +[ 6.4s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch (17 methods) done +[ 6.4s] Infer modules/knowledgebase/ports/src/main/kotlin/eu/corentic/springrag/model (5 methods) done +[ 6.5s] Infer modules/knowledgebase/src/main/kotlin/eu/corentic/springrag/service/knowledgebase (11 methods) done +[ 6.6s] Infer modules/knowledgebase/src/test/kotlin/eu/corentic/springrag/service/knowledgebase (16 methods) done +[ 6.6s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/writer (14 methods) done +[ 6.6s] Infer modules/security/src/main/kotlin/eu/corentic/springrag/security/config (5 methods) done +[ 6.6s] Infer platform/test-support/src/test/kotlin/eu/corentic/springrag/testcontainers (5 methods) done +[ 6.6s] Infer modules/security/src/test/kotlin/eu/corentic/springrag/security/config (6 methods) done +[ 6.7s] Infer modules/security/src/main/kotlin/eu/corentic/springrag/security/service (10 methods) done +[ 6.7s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/listener (34 methods) done +[ 6.7s] Infer platform/test-support/src/main/kotlin/eu/corentic/springrag/testcontainers (13 methods) done +[ 6.7s] Infer modules/security/src/test/kotlin/eu/corentic/springrag/security/service [JwtService] (14 methods) done +[ 7.1s] Infer modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/job (62 methods) done +[ 7.1s] Infer modules/ingestion/src/test/kotlin/eu/corentic/springrag/service/job (49 methods) done +[ 7.2s] Infer infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/graph [GraphDocument] (26 methods) done +[ 7.5s] Preprocess: 89 methods from 17 .js files (0.3s) +[ 7.5s] Groups: 3 named, 1 ungrouped methods +[ 7.5s] ├ compose/patches (17 methods) +[ 7.5s] ├ testing/steps (68 methods) +[ 7.5s] ├ testing/support (3 methods) +[ 7.5s] └ (other) (1 methods) +[ 7.5s] Inferring 3 groups across 12 workers ... +[ 7.7s] Infer compose/patches (17 methods) done +[ 7.7s] Infer testing/support (3 methods) done +[ 8.0s] Infer testing/steps [form] (58 methods) done +[ 8.2s] Preprocess: 44 methods from 1 .go files (0.1s) +[ 8.2s] Groups: 1 named, 0 ungrouped methods +[ 8.2s] ├ tools/setup-ui (44 methods) +[ 8.2s] Inferring 1 groups across 12 workers ... +[ 8.4s] Infer tools/setup-ui (44 methods) done + +.kt: + ╰─ agents (5 methods) + Algorithm: CRX + Grammar: slot?.(defaultCapabilityId+summarize)?.ToolInvocationRequest?.ToolingRequest?.ToolInvocationResult?.(String+answer+any+assertEquals+capture+captured+every+generateText+invoke+invokeTools+promptRunner+toolProfile+verify)+?.prompt?.contains+? + Score: 2159255043518509386673114040287 + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityHandler | import eu.corentic.springrag.agent.capability.AgentCapabilityInvocationGateway | import com.embabel.agent.api.common.ActionContext | import com.embabel.agent.api.common.PromptRunner | import eu.corentic.springrag.agent.tooling.embabel.DEFAULT_TOOL_PROFILE | import eu.corentic.springrag.agent.tooling.embabel.ToolInvocationAction + ... and 8 more + ╰─ agents/capability/ports/src/main/kotlin/eu/corentic/springrag/agent/capability (5 methods) — no grammar — malformed_grammar + ╰─ agents/capability/support/src/main/kotlin/eu/corentic/springrag/agent/capability/support (5 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDirectory | import eu.corentic.springrag.agent.capability.AgentCapabilityRegistry | import kotlinx.coroutines.CoroutineDispatcher | import kotlinx.coroutines.asCoroutineDispatcher | import org.springframework.context.annotation.Bean | import org.springframework.context.annotation.Configuration + ... and 6 more + ╰─ agents/capability/support/src/test/kotlin/eu/corentic/springrag/agent/capability/support (6 methods) + Algorithm: CRX + Grammar: runTest?.TestRequest?.(AgentCapabilityDescriptor+DefaultAgentCapabilityDirectory+IllegalStateException+assertEquals+assertFailsWith+authorize+capabilityDescriptors+coEvery+coVerify+defaultCapabilityId+every+id+invoke+listOf+message+resolve+verify)+.(any+listCapabilities)+? + Score: 14665763077724763021609435259560 + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDescriptor | import eu.corentic.springrag.agent.capability.AgentCapabilityRegistry | import io.mockk.every | import io.mockk.mockk | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Test + ... and 10 more + ╰─ agents/examples/simple-rag/src/main/kotlin/eu/corentic/springrag/example/rag/simple (9 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.model.VectorChunk | import org.slf4j.LoggerFactory | import org.springframework.ai.chat.client.ChatClient | import tools.jackson.databind.ObjectMapper | import eu.corentic.springrag.agent.rag.RagAgent | import eu.corentic.springrag.agent.rag.RagRequest + ... and 8 more + ╰─ agents/examples/simple-rag/src/test/kotlin/eu/corentic/springrag/example/rag/simple (14 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.model.VectorChunk | import io.mockk.every | import io.mockk.mockk | import io.mockk.slot | import kotlinx.coroutines.test.runTest | import org.junit.jupiter.api.Assertions.assertEquals + ... and 19 more + ╰─ agents/rag/embabel/src/main/kotlin/eu/corentic/springrag/agent/rag/embabel [decision] (31 methods) + Algorithm: CRX + Grammar: decision.refinedQuery?.(allowAsk+allowRetrieve+asksSoFar+confidence+decisionState+enoughEvidence+equals+evidence+if+maxRetrievalRounds+nextAction+retrievalRounds+return false+return true)+?.trimIndent+?.canAffordRetrieve?.runWithCircuitBreaker?.promptClient?.(chatOptions+conversationId+options+prompt+request+system+user+withConversationId+withObservationContext+withWorkflowStep)+?.(call+content+message+removePrefix+removeSuffix+trim+warn)+?.ifBlank+? + Score: 4160109341733930681094113224761515700961801448 + Imports: import com.fasterxml.jackson.databind.ObjectMapper | import org.springframework.context.annotation.Bean | import org.springframework.context.annotation.Configuration | import com.embabel.agent.api.invocation.AgentInvocation | import com.embabel.agent.core.AgentPlatform | import com.embabel.agent.core.resultOfType + ... and 43 more + ╰─ agents/rag/embabel/src/main/kotlin/eu/corentic/springrag/agent/rag/embabel/librechat (13 methods) — no grammar — too_diverse + Imports: import com.embabel.agent.api.annotation.AchievesGoal | import com.embabel.agent.api.annotation.Action | import com.embabel.agent.api.annotation.Agent | import com.embabel.agent.api.annotation.Condition | import com.embabel.agent.api.common.ActionContext | import eu.corentic.springrag.agent.rag.RagRequest + ... and 28 more + ╰─ agents/rag/embabel/src/test/kotlin/eu/corentic/springrag/agent/rag/embabel [every] (25 methods) + Algorithm: CRX + Grammar: every.listKnowledgeBases+.emptyList+?.(RagRequest+assertEquals+assertNull+checkKnowledgeBase+hasDefaultKb+knowledgeBaseId+of+request)+.availableKnowledgeBases?.size? + Score: 117830800864 + Imports: import com.embabel.agent.api.invocation.AgentInvocation | import com.embabel.agent.core.Agent | import com.embabel.agent.core.AgentPlatform | import com.embabel.agent.core.AgentProcess | import com.embabel.agent.core.ProcessOptions | import eu.corentic.springrag.agent.capability.AgentExecutionContext + ... and 45 more + ╰─ agents/rag/embabel/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) — no grammar — too_diverse + Imports: import java.util.function.Function | import java.util.function.Supplier | import org.springframework.cloud.client.circuitbreaker.CircuitBreaker | import org.springframework.cloud.client.circuitbreaker.CircuitBreakerFactory | import org.springframework.cloud.client.circuitbreaker.ConfigBuilder + ╰─ agents/rag/ports/src/main/kotlin/eu/corentic/springrag/agent/rag (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapability | import eu.corentic.springrag.agent.capability.AgentCapabilityHandler | import eu.corentic.springrag.agent.capability.AgentExecutionContext | import eu.corentic.springrag.common.ids.KnowledgeBaseId | import eu.corentic.springrag.model.ChatResponse | import eu.corentic.springrag.agent.capability.AgentCapabilityInvocationGateway + ╰─ agents/rag/ports/src/test/kotlin/eu/corentic/springrag/agent/rag (3 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentExecutionContext | import eu.corentic.springrag.common.ids.asKnowledgeBaseId | import eu.corentic.springrag.model.ChatResponse | import kotlinx.coroutines.test.runTest | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Test + ╰─ agents/rag/ports/src/test/kotlin/eu/corentic/springrag/model (3 methods) — no grammar — too_diverse + Imports: import org.junit.jupiter.api.Assertions.assertTrue | import org.junit.jupiter.api.Test + ╰─ agents/rag/support/src/main/kotlin/eu/corentic/springrag/agent/rag/support (13 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDescriptor | import eu.corentic.springrag.agent.capability.toDescriptor | import eu.corentic.springrag.agent.rag.RagAgent | import eu.corentic.springrag.agent.rag.RagAgentRegistry | import org.springframework.stereotype.Component | import eu.corentic.springrag.common.ids.KnowledgeBaseId + ... and 5 more + ╰─ agents/rag/support/src/test/kotlin/eu/corentic/springrag/agent/rag/support (11 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentExecutionContext | import eu.corentic.springrag.agent.rag.RagAgent | import eu.corentic.springrag.agent.rag.RagAgentInvocationAuthorizer | import eu.corentic.springrag.agent.rag.RagInvocation | import eu.corentic.springrag.agent.rag.RagAgentRegistry | import eu.corentic.springrag.agent.rag.RagRequest + ... and 23 more + ╰─ agents/summarizer/embabel/src/main/kotlin/eu/corentic/springrag/agent/summarizer/embabel (13 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDescriptor | import eu.corentic.springrag.agent.capability.toDescriptor | import eu.corentic.springrag.agent.summarizer.SummarizerAgent | import eu.corentic.springrag.agent.summarizer.SummarizerAgentRegistry | import org.springframework.stereotype.Component | import com.embabel.agent.api.invocation.AgentInvocation + ... and 23 more + ╰─ agents/summarizer/embabel/src/test/kotlin/eu/corentic/springrag/agent/summarizer/embabel (14 methods) — no grammar — too_diverse + Imports: import com.embabel.agent.api.invocation.AgentInvocation | import com.embabel.agent.core.AgentPlatform | import com.embabel.agent.core.ProcessOptions | import eu.corentic.springrag.agent.capability.AgentExecutionContext | import eu.corentic.springrag.agent.summarizer.SummarizeRequest | import eu.corentic.springrag.agent.summarizer.SummaryResponse + ... and 23 more + ╰─ agents/tooling/agent/src/main/kotlin/eu/corentic/springrag/agent/tooling/agent (4 methods) — no grammar — too_diverse + Imports: import com.embabel.agent.api.annotation.AchievesGoal | import com.embabel.agent.api.annotation.Action | import com.embabel.agent.api.annotation.Agent | import com.embabel.agent.api.common.ActionContext | import com.embabel.agent.domain.io.UserInput | import com.embabel.common.ai.model.LlmOptions + ... and 4 more + ╰─ agents/tooling/embabel/src/main/kotlin/eu/corentic/springrag/agent/tooling/embabel (12 methods) — no grammar — too_diverse + Imports: import com.fasterxml.jackson.databind.ObjectMapper | import org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean | import org.springframework.context.annotation.Bean | import org.springframework.context.annotation.Configuration | import com.embabel.agent.api.tool.ToolObject | import com.embabel.agent.api.annotation.Action + ... and 17 more + ╰─ agents/tooling/embabel/src/main/kotlin/eu/corentic/springrag/agent/tooling/embabel/recording (11 methods) — no grammar — too_diverse + Imports: import com.embabel.agent.api.event.AgentProcessEvent | import com.embabel.agent.api.event.AgenticEventListener | import com.embabel.agent.api.event.ToolCallResponseEvent | import com.fasterxml.jackson.core.JsonProcessingException | import com.fasterxml.jackson.databind.ObjectMapper | import org.slf4j.LoggerFactory + ... and 7 more + ╰─ agents/tooling/embabel/src/test/kotlin/eu/corentic/springrag/agent/tooling/embabel (6 methods) — no grammar — too_diverse + Imports: import com.embabel.agent.api.tool.ToolObject | import kotlin.test.assertFalse | import kotlin.test.assertTrue | import kotlin.test.assertEquals | import org.junit.jupiter.api.Test | import com.embabel.agent.api.common.ActionContext + ... and 9 more + ╰─ agents/wikipedia/adapters/src/main/kotlin/eu/corentic/springrag/agent/wikipedia (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDescriptor | import eu.corentic.springrag.agent.capability.toDescriptor | import org.springframework.stereotype.Component | import io.github.oshai.kotlinlogging.KotlinLogging + ╰─ agents/wikipedia/adapters/src/test/kotlin/eu/corentic/springrag/agent/wikipedia (8 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDescriptor | import eu.corentic.springrag.agent.capability.DescribedAgentCapability | import eu.corentic.springrag.agent.capability.TransportExposedAgentCapability | import io.mockk.every | import io.mockk.mockk | import org.junit.jupiter.api.Assertions.assertEquals + ... and 7 more + ╰─ agents/wikipedia/static/src/main/kotlin/eu/corentic/springrag/agent/wikipedia (3 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.DescribedAgentCapability | import eu.corentic.springrag.agent.capability.TransportExposedAgentCapability | import org.springframework.stereotype.Component + ╰─ agents/wikipedia/static/src/test/kotlin/eu/corentic/springrag/agent/wikipedia (3 methods) — no grammar — too_diverse + Imports: import kotlinx.coroutines.test.runTest | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Assertions.assertFalse | import org.junit.jupiter.api.Assertions.assertTrue | import org.junit.jupiter.api.Test + ╰─ app/src (6 methods) — no grammar — too_diverse + Imports: import io.cucumber.spring.CucumberContextConfiguration | import org.springframework.boot.test.context.SpringBootTest | import org.springframework.boot.test.context.TestConfiguration | import org.springframework.context.annotation.Bean | import org.springframework.context.annotation.Import | import org.springframework.test.context.ActiveProfiles + ... and 17 more + ╰─ app/src/e2eTest/kotlin/eu/corentic/springrag/e2e/cucumber/steps [lastChatResponse] (7 methods) + Algorithm: CRX + Grammar: lastChatResponse.chat + Score: 3 + Imports: import eu.corentic.springrag.e2e.cucumber.config.ScenarioContext | import io.cucumber.java.en.Given | import org.springframework.beans.factory.annotation.Autowired | import org.springframework.http.MediaType | import org.springframework.test.web.reactive.server.WebTestClient | import java.util.UUID + ... and 10 more + ╰─ app/src/integrationTest/kotlin/eu/corentic/springrag/config (15 methods) + Algorithm: CRX + Grammar: (ChatModel+Driver+QdrantClient+Session+String+also+any+close+every+mockk+run+session)+?.return JobRepositoryTestUtils(jobRepository)?.defaultOptions?.JobRepositoryTestUtils?.builder+?.build+? + Score: 331542124232736341083473489508996 + Imports: import org.springframework.batch.core.repository.JobRepository | import org.springframework.batch.test.JobRepositoryTestUtils | import org.springframework.boot.test.context.TestConfiguration | import org.springframework.context.annotation.Bean | import ai.docling.serve.api.DoclingServeApi | import eu.corentic.springrag.agent.rag.embabel.EmbabelRagResponseInvoker + ... and 13 more + ╰─ app/src/integrationTest/kotlin/eu/corentic/springrag/controller (5 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.config.IntegrationTestConfig | import eu.corentic.springrag.security.model.Role | import eu.corentic.springrag.security.model.User | import eu.corentic.springrag.security.service.JwtService | import org.junit.jupiter.api.Test | import org.junit.jupiter.api.BeforeEach + ... and 20 more + ╰─ app/src/integrationTest/kotlin/eu/corentic/springrag/service (3 methods) — no grammar — too_diverse + Imports: import com.ninjasquad.springmockk.MockkBean | import eu.corentic.springrag.config.IntegrationTestConfig | import eu.corentic.springrag.model.event.DocumentDeletionRequested | import eu.corentic.springrag.model.event.KnowledgeBaseDeletionRequested | import eu.corentic.springrag.service.knowledgebase.KnowledgeBaseApplicationService | import eu.corentic.springrag.service.port.KnowledgeBaseDocumentPort + ... and 11 more + ╰─ app/src/systemTest/kotlin/eu/corentic/springrag/config (14 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.testcontainers.OllamaModelSupport | import eu.corentic.springrag.testcontainers.QdrantTestSupport | import eu.corentic.springrag.testcontainers.QdrantTestSupport.recreateTestCollection | import eu.corentic.springrag.testcontainers.SharedContainers | import eu.corentic.springrag.testcontainers.SharedContainers.ContainerType | import io.qdrant.client.QdrantClient + ... and 25 more + ╰─ app/src/systemTest/kotlin/eu/corentic/springrag/system [session] (33 methods) + Algorithm: CRX + Grammar: session+.use+.run+.parameters+.single+.get+.asLong+ + Score: 6864 + Imports: import eu.corentic.springrag.config.BaseSystemTest | import eu.corentic.springrag.controller.SessionChatRequest | import eu.corentic.springrag.model.ChatResponse | import java.time.Duration | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Assertions.assertNotNull + ... and 49 more + ╰─ app/src/test/kotlin/eu/corentic/springrag/architecture [readString] (75 methods) + Algorithm: CRX + Grammar: readString+.resolve+?.filter+?.assertTrue?.contains+ + Score: 160 + Imports: import java.nio.file.Files | import java.nio.file.Path | import kotlin.io.path.exists | import org.junit.jupiter.api.Assertions.assertTrue | import org.junit.jupiter.api.Test | import org.junit.jupiter.api.fail + ... and 9 more + ╰─ app/src/test/kotlin/eu/corentic/springrag/config (3 methods) — no grammar — too_diverse + Imports: import kotlin.test.assertEquals | import kotlin.test.assertFalse | import kotlin.test.assertTrue | import org.junit.jupiter.api.Test | import org.springframework.beans.factory.config.YamlPropertiesFactoryBean | import org.springframework.core.io.ClassPathResource + ╰─ buildSrc/src/main/kotlin (8 methods) — no grammar — too_diverse + Imports: import org.gradle.api.Project | import org.gradle.api.artifacts.VersionCatalogsExtension | import org.gradle.api.file.SourceDirectorySet | import org.gradle.api.plugins.JavaPluginExtension | import org.gradle.api.tasks.SourceSet | import org.gradle.api.tasks.SourceSetContainer + ... and 8 more + ╰─ buildSrc/src/test/kotlin (5 methods) — no grammar — too_diverse + Imports: import java.net.URI | import kotlin.test.assertEquals | import kotlin.test.assertFalse | import kotlin.test.assertNotNull | import kotlin.test.assertTrue | import org.gradle.api.artifacts.repositories.MavenArtifactRepository + ... and 3 more + ╰─ entrypoints/agent-mcp-server/src/main/kotlin/eu/corentic/springrag/mcp (3 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDescriptor | import eu.corentic.springrag.agent.capability.AgentCapabilityDirectory | import eu.corentic.springrag.agent.capability.isExposedOverMcp | import io.modelcontextprotocol.spec.McpSchema.CallToolResult | import kotlinx.coroutines.reactor.mono | import org.springaicommunity.mcp.annotation.McpTool + ... and 11 more + ╰─ entrypoints/agent-mcp-server/src/test/kotlin/eu/corentic/springrag/mcp (3 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDescriptor | import eu.corentic.springrag.agent.capability.AgentCapabilityDirectory | import io.mockk.every | import io.mockk.mockk | import io.modelcontextprotocol.spec.McpSchema.TextContent | import org.junit.jupiter.api.Assertions.assertEquals + ... and 8 more + ╰─ entrypoints/web/src/main/kotlin/eu/corentic/springrag/config (3 methods) — no grammar — too_diverse + Imports: import org.springframework.beans.factory.annotation.Value | import org.springframework.context.annotation.Configuration | import org.springframework.web.reactive.config.CorsRegistry | import org.springframework.web.reactive.config.WebFluxConfigurer | import org.slf4j.MDC | import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty + ... and 8 more + ╰─ entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller [ok] (32 methods) + Algorithm: CRX + Grammar: ok+ + Score: 3 + Imports: import eu.corentic.springrag.common.ids.BatchId | import eu.corentic.springrag.config.StorageProperties | import eu.corentic.springrag.service.job.BatchOwnershipService | import eu.corentic.springrag.service.job.JobService | import eu.corentic.springrag.service.job.JobStatus | import eu.corentic.springrag.service.knowledgebase.KnowledgeBaseApplicationService + ... and 66 more + ╰─ entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller/librechat (29 methods) — no grammar — too_diverse + Imports: import com.fasterxml.jackson.annotation.JsonProperty | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.Filename | import eu.corentic.springrag.common.ids.asStorageUri | import eu.corentic.springrag.model.GraphTableElement | import eu.corentic.springrag.model.GraphTextElement + ... and 37 more + ╰─ entrypoints/web/src/main/kotlin/eu/corentic/springrag/controller/web (6 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.controller.UploadWorkflow | import eu.corentic.springrag.controller.InvalidUploadRequestException | import eu.corentic.springrag.service.knowledgebase.KnowledgeBaseNotFoundException | import java.security.Principal | import kotlinx.coroutines.reactor.awaitSingle | import org.springframework.http.MediaType + ... and 9 more + ╰─ entrypoints/web/src/test/kotlin/eu/corentic/springrag/config (4 methods) + Algorithm: CRX + Grammar: from+?.webTestClient?.bindToWebHandler+?.post+?.WebHandler?.(OK+response+setStatusCode)+?.setComplete+?.webFilter+?.build+?.(AtomicReference+String)+?.WebFilterChain?.(assertEquals+assertNull+block+empty+filter+get+set)+?.uri+?.exchange+?.expectStatus+?.isOk? + Score: 15222239109183187891534987920226100 + Imports: import java.util.concurrent.atomic.AtomicReference | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Assertions.assertNull | import org.junit.jupiter.api.Test | import org.slf4j.MDC | import org.springframework.mock.http.server.reactive.MockServerHttpRequest + ... and 6 more + ╰─ entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller [post] (79 methods) + Algorithm: CRX + Grammar: post+.uri+.exchange+.expectStatus+.isBadRequest.expectBody+?.jsonPath+?.isEqualTo+? + Score: 16226 + Imports: import eu.corentic.springrag.common.ids.BatchId | import eu.corentic.springrag.config.StorageProperties | import eu.corentic.springrag.service.job.BatchOwnershipService | import eu.corentic.springrag.service.job.JobService | import eu.corentic.springrag.service.job.BatchOwnershipException | import eu.corentic.springrag.service.job.JobStatus + ... and 62 more + ╰─ entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/auth (5 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.security.model.Role | import eu.corentic.springrag.security.model.User | import eu.corentic.springrag.security.service.JwtService | import eu.corentic.springrag.security.service.UserAlreadyExistsException | import eu.corentic.springrag.security.service.UserService | import io.mockk.MockKAnnotations + ... and 10 more + ╰─ entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/librechat [VectorChunk] (39 methods) + Algorithm: CRX + Grammar: VectorChunk.(APPLICATION_JSON+LibreChatRetrievalResult+any+bodyValue+contentType+every+invoke+listOf+mapOf+post+uri)+.exchange+.expectStatus+.isOk.expectBody+.(isEqualTo+jsonPath)+.doesNotExist+?.value+?.assertTrue? + Score: 67103391634472308446159626799174328123403222447753587296 + Imports: import eu.corentic.springrag.agent.rag.librechat.LibreChatRetrievalInvoker | import eu.corentic.springrag.agent.rag.librechat.LibreChatRetrievalRequest | import eu.corentic.springrag.agent.rag.librechat.LibreChatRetrievalResult | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.asStorageUri | import eu.corentic.springrag.controller.GlobalExceptionHandler + ... and 45 more + ╰─ entrypoints/web/src/test/kotlin/eu/corentic/springrag/controller/web (10 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.config.StorageProperties | import eu.corentic.springrag.controller.UploadWorkflow | import eu.corentic.springrag.service.job.BatchOwnershipService | import eu.corentic.springrag.service.job.JobService | import eu.corentic.springrag.service.job.StagedUploadCleanupService | import eu.corentic.springrag.service.knowledgebase.KnowledgeBaseApplicationService + ... and 20 more + ╰─ infrastructure/adapters (3 methods) — no grammar — too_diverse + Imports: import org.springframework.ai.chat.memory.ChatMemory | import org.springframework.ai.chat.memory.ChatMemoryRepository | import org.springframework.ai.chat.memory.MessageWindowChatMemory | import org.springframework.beans.factory.annotation.Value | import org.springframework.context.annotation.Bean | import org.springframework.context.annotation.Configuration + ... and 7 more + ╰─ infrastructure/adapters/ai-provider/src/main/kotlin/eu/corentic/springrag/config (4 methods) — no grammar — too_diverse + Imports: import io.netty.channel.ChannelOption | import io.netty.handler.timeout.ReadTimeoutHandler | import io.netty.handler.timeout.WriteTimeoutHandler | import java.util.concurrent.TimeUnit | import org.springframework.context.annotation.Bean | import org.springframework.context.annotation.Configuration + ... and 20 more + ╰─ infrastructure/adapters/ai-provider/src/main/kotlin/eu/corentic/springrag/health (3 methods) — no grammar — too_diverse + Imports: import org.springframework.ai.ollama.api.OllamaApi | import org.springframework.beans.factory.annotation.Value | import org.springframework.boot.health.contributor.Health | import org.springframework.boot.health.contributor.ReactiveHealthIndicator | import org.springframework.cloud.client.circuitbreaker.CircuitBreakerFactory | import org.springframework.context.annotation.Profile + ... and 4 more + ╰─ infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/config (6 methods) + Algorithm: CRX + Grammar: assertThrows?.IllegalArgumentException?.java?.EmbabelAiHttpClientProperties?.OllamaClientProperties?.Timeout+?.(assertEquals+baseUrl+ofSeconds+readTimeout+writeTimeout)+.connectTimeout?.timeout?.read? + Score: 6565449090 + Imports: import java.time.Duration | import kotlin.test.assertEquals | import org.junit.jupiter.api.Assertions.assertThrows | import org.junit.jupiter.api.Test + ╰─ infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/health (4 methods) + Algorithm: CRX + Grammar: `when`.listModels+.thenReturn+?.thenThrow+?.ListModelResponse+?.RuntimeException?.listOf+?.(Model+now)+?.requireNotNull+.OllamaHealthIndicator.NoOpCircuitBreakerFactory.health+.block+.assertEquals.status.code + Score: 203766032 + Imports: import java.time.Instant | import eu.corentic.springrag.testsupport.NoOpCircuitBreakerFactory | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Test | import org.mockito.Mockito.mock | import org.mockito.Mockito.`when` + ... and 1 more + ╰─ infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/service/embedding (5 methods) — no grammar — too_diverse + Imports: import com.fasterxml.jackson.databind.ObjectMapper | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Assertions.assertNotNull | import org.junit.jupiter.api.Test | import org.springframework.ai.bedrock.cohere.BedrockCohereEmbeddingModel | import org.springframework.ai.bedrock.cohere.BedrockCohereEmbeddingOptions + ... and 7 more + ╰─ infrastructure/adapters/ai-provider/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) — no grammar — too_diverse + Imports: import java.util.function.Function | import java.util.function.Supplier | import org.springframework.cloud.client.circuitbreaker.CircuitBreaker | import org.springframework.cloud.client.circuitbreaker.CircuitBreakerFactory | import org.springframework.cloud.client.circuitbreaker.ConfigBuilder + ╰─ infrastructure/adapters/chat-memory/src/test/kotlin/eu/corentic/springrag/config (6 methods) — no grammar — too_diverse + Imports: import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Test | import org.springframework.ai.chat.memory.InMemoryChatMemoryRepository | import org.springframework.ai.chat.messages.Message | import org.springframework.ai.chat.messages.MessageType + ╰─ infrastructure/adapters/doc-parser/src (6 methods) — no grammar — too_diverse + Imports: import ai.docling.serve.api.DoclingServeApi | import org.springframework.boot.health.contributor.Health | import org.springframework.boot.health.contributor.ReactiveHealthIndicator | import org.springframework.stereotype.Component | import reactor.core.publisher.Mono | import reactor.core.scheduler.Schedulers + ... and 23 more + ╰─ infrastructure/adapters/doc-parser/src/main/kotlin/eu/corentic/springrag/config (3 methods) — no grammar — too_diverse + Imports: import ai.docling.serve.api.DoclingServeApi | import ai.docling.serve.client.DoclingServeJackson3Client | import org.springframework.context.annotation.Bean | import org.springframework.context.annotation.Configuration | import java.lang.reflect.Method | import java.net.URI + ... and 7 more + ╰─ infrastructure/adapters/doc-parser/src/main/kotlin/eu/corentic/springrag/service/docling (21 methods) — no grammar — too_diverse + Imports: import com.google.auth.oauth2.GoogleCredentials | import com.google.auth.oauth2.IdTokenCredentials | import com.google.auth.oauth2.IdTokenProvider | import ai.docling.core.DoclingDocument | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.model.GraphDocument + ... and 24 more + ╰─ infrastructure/adapters/doc-parser/src/systemTest/kotlin/eu/corentic/springrag/config (6 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.testcontainers.OllamaModelSupport | import eu.corentic.springrag.testcontainers.SharedContainers | import eu.corentic.springrag.testcontainers.SharedContainers.ContainerType | import org.junit.jupiter.api.Assumptions | import org.junit.jupiter.api.BeforeAll | import org.springframework.boot.test.context.SpringBootTest + ... and 9 more + ╰─ infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/config (12 methods) + Algorithm: CRX + Grammar: PipelineOptions?.doclingServeApi+?.trimIndent+?.DoclingConfig?.(assertNull+concurrency+layoutBatchSize+ocrBatchSize+tableBatchSize)+?.assertNotNull+?.lines+?.baseUrl?.documentTimeout?.toString+?.(indexOfFirst+startsWith+trimStart)+?.(imageExportMode+includeImages+options+useS3Target)+?.(assertThat+contains+doesNotContain+isGreaterThan)+?.s3Target?.bucket?.assertThatThrownBy?.validateCriticalSettings+?.isInstanceOf+?.IllegalStateException?.java?.hasMessageContaining+? + Score: 25579964378710583940 + Imports: import kotlin.test.assertNotNull | import org.junit.jupiter.api.Test | import org.assertj.core.api.Assertions.assertThat | import org.assertj.core.api.Assertions.assertThatThrownBy | import org.junit.jupiter.api.Assertions.assertNull + ╰─ infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/health (3 methods) — no grammar — too_diverse + Imports: import ai.docling.serve.api.DoclingServeApi | import ai.docling.serve.api.health.HealthCheckResponse | import kotlin.test.assertEquals | import org.junit.jupiter.api.Test | import org.mockito.Mockito.mock | import org.mockito.Mockito.`when` + ╰─ infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/service/docling (10 methods) — no grammar — too_diverse + Imports: import ai.docling.core.DoclingDocument | import eu.corentic.springrag.common.ids.asJobId | import java.util.Base64 | import org.junit.jupiter.api.Assertions.assertArrayEquals | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Assertions.assertNotNull + ... and 29 more + ╰─ infrastructure/adapters/doc-parser/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) — no grammar — too_diverse + Imports: import java.util.function.Function | import java.util.function.Supplier | import org.springframework.cloud.client.circuitbreaker.CircuitBreaker | import org.springframework.cloud.client.circuitbreaker.CircuitBreakerFactory | import org.springframework.cloud.client.circuitbreaker.ConfigBuilder + ╰─ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/health (7 methods) — no grammar — too_diverse + Imports: import org.neo4j.driver.Driver | import java.time.Duration | import org.springframework.boot.health.contributor.Health | import org.springframework.boot.health.contributor.ReactiveHealthIndicator | import org.springframework.stereotype.Component | import reactor.core.publisher.Mono + ... and 9 more + ╰─ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/model/graph (9 methods) — no grammar — too_diverse + Imports: import java.time.Instant | import org.springframework.data.annotation.Version | import org.springframework.data.neo4j.core.schema.Id | import org.springframework.data.neo4j.core.schema.Node | import org.springframework.data.neo4j.core.schema.Relationship | import org.springframework.data.neo4j.core.schema.Property + ╰─ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/repository [deleteByFilter] (13 methods) + Algorithm: CRX + Grammar: deleteByFilter.filterEquals.value + Score: 4 + Imports: import eu.corentic.springrag.model.VectorChunk | import org.springframework.ai.document.Document | import eu.corentic.springrag.common.ids.DocumentId | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.KnowledgeBaseId | import eu.corentic.springrag.common.ids.LogicalDocumentId + ... and 6 more + ╰─ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/agent (3 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.model.graph.AgentNode | import eu.corentic.springrag.model.graph.KnowledgeBaseNode | import eu.corentic.springrag.repository.graph.AgentRepository | import eu.corentic.springrag.repository.graph.KnowledgeBaseRepository | import eu.corentic.springrag.service.port.AgentKnowledgeBasePort | import org.springframework.stereotype.Service + ... and 2 more + ╰─ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/cleanup (4 methods) + Algorithm: CRX + Grammar: info+.(deleteByJobId+deleteByKnowledgeBaseId+jobId+knowledgeBaseId+value)+ + Score: 1015620 + Imports: import eu.corentic.springrag.model.event.DocumentDeletionRequested | import eu.corentic.springrag.service.graph.GraphIngestionOrchestrator | import io.github.oshai.kotlinlogging.KotlinLogging | import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty | import org.springframework.modulith.events.ApplicationModuleListener | import org.springframework.stereotype.Component + ... and 2 more + ╰─ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/graph (12 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.DocumentId | import eu.corentic.springrag.common.ids.Filename | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.KnowledgeBaseId | import eu.corentic.springrag.common.ids.LogicalDocumentId | import eu.corentic.springrag.common.ids.StorageUri + ... and 25 more + ╰─ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/port/adapter [value] (35 methods) + Algorithm: CRX + Grammar: value+.let+?.map+?.storageUri?.toDomain+?.imageType?.pageNo? + Score: 1460 + Imports: import eu.corentic.springrag.common.ids.StorageUri | import eu.corentic.springrag.model.PageTextElement | import eu.corentic.springrag.model.SourceImage | import eu.corentic.springrag.repository.graph.ImageDataRepository | import eu.corentic.springrag.repository.graph.TextElementRepository | import eu.corentic.springrag.repository.graph.TableElementRepository + ... and 33 more + ╰─ infrastructure/adapters/search/src/main/kotlin/eu/corentic/springrag/service/storage [when] (34 methods) + Algorithm: CRX + Grammar: when.lowercase+.else + Score: 3 + Imports: import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.StorageUri | import eu.corentic.springrag.config.ObjectStorageProperties | import eu.corentic.springrag.service.port.ObjectStoragePort | import io.github.oshai.kotlinlogging.KotlinLogging | import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty + ... and 23 more + ╰─ infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/config (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.testcontainers.OllamaModelSupport | import eu.corentic.springrag.testcontainers.QdrantTestSupport | import eu.corentic.springrag.testcontainers.QdrantTestSupport.recreateTestCollection | import eu.corentic.springrag.testcontainers.SharedContainers | import eu.corentic.springrag.testcontainers.SharedContainers.ContainerType | import io.qdrant.client.QdrantClient + ... and 10 more + ╰─ infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/repository/graph (23 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.config.BaseSystemTest | import eu.corentic.springrag.model.graph.DocumentJobNode | import eu.corentic.springrag.model.graph.ImageData | import eu.corentic.springrag.model.graph.KnowledgeBaseNode | import eu.corentic.springrag.model.graph.PageNode | import eu.corentic.springrag.model.graph.TextElement + ... and 12 more + ╰─ infrastructure/adapters/search/src/systemTest/kotlin/eu/corentic/springrag/system (6 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.asJobId | import eu.corentic.springrag.config.BaseSystemTest | import eu.corentic.springrag.model.VectorChunk | import eu.corentic.springrag.repository.VectorRepository | import kotlinx.coroutines.runBlocking | import org.junit.jupiter.api.Assertions.assertEquals + ... and 6 more + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/config (3 methods) — no grammar — too_diverse + Imports: import io.mockk.mockk | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Assertions.assertTrue | import org.junit.jupiter.api.Test | import org.neo4j.driver.Driver | import org.springframework.data.neo4j.core.transaction.Neo4jTransactionManager + ... and 10 more + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/health (6 methods) + Algorithm: CRX + Grammar: (HealthCheckReply+`when`+collectionExistsAsync+getDefaultInstance+healthCheckAsync+immediateFuture+thenReturn+verifyConnectivityAsync)+.immediateFailedFuture+?.completedFuture+?.failedFuture+?.(InterruptedException+TimeoutException)?.IllegalStateException?.(Neo4jDriverHealthIndicator+QdrantVectorStoreHealthIndicator+assertEquals+assertTrue+block+code+currentThread+health+interrupted+isInterrupted+requireNotNull+status)+ + Score: 939165257675084356856455864800 + Imports: import java.util.concurrent.CompletableFuture | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Test | import org.mockito.Mockito.mock | import org.neo4j.driver.Driver | import org.mockito.Mockito.`when` + ... and 6 more + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/model/graph (7 methods) + Algorithm: CRX + Grammar: (ImageData+PageNode)+?.(PictureElement+SectionHeaderElement)?.copy+?.assertEquals+?.assertNotEquals?.(hashCode+label)+? + Score: 64509 + Imports: import kotlin.test.assertEquals | import kotlin.test.assertNotEquals | import org.junit.jupiter.api.Test | import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Assertions.assertNotEquals + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/repository (19 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.asDocumentId | import eu.corentic.springrag.common.ids.asJobId | import eu.corentic.springrag.common.ids.asKnowledgeBaseId | import eu.corentic.springrag.common.ids.asLogicalDocumentId | import eu.corentic.springrag.model.VectorChunk | import eu.corentic.springrag.testsupport.NoOpCircuitBreakerFactory + ... and 12 more + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/cleanup (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.model.event.DocumentDeletionRequested | import eu.corentic.springrag.service.graph.GraphIngestionOrchestrator | import eu.corentic.springrag.common.ids.asJobId | import eu.corentic.springrag.common.ids.asKnowledgeBaseId | import io.mockk.every | import io.mockk.just + ... and 6 more + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/graph [GraphDocument] (26 methods) + Algorithm: CRX + Grammar: GraphDocument.(GraphImagePayload+GraphPage+GraphPictureElement+GraphTableElement+GraphTextElement+byteArrayOf+listOf)+?.(DocumentJobNode+any+corentic+eu+every+findOrCreateInactive+graph+model+slot+springrag+stubDocumentGraphJob)+?.saveDocumentGraph+?.capture?.stageDocumentGraph+?.asJobId+?.asDocumentId+?.asLogicalDocumentId+?.asFilename+?.asStorageUri+?.captured?.(assertEquals+assertNotNull+assertNull+doclingId+first+height+imageData+imageType+page+pageNo+pages+pictureElements+rendering+size+storageUri+textElements+width)+?.text? + Score: 3976990028483415088754264677975613605489131406537224344860248098731408977433530348695863821582357331791126485269625073857043058797829 + Imports: import eu.corentic.springrag.model.DocumentGraphJob | import eu.corentic.springrag.model.GraphDocument | import eu.corentic.springrag.model.GraphImagePayload | import eu.corentic.springrag.model.GraphPage | import eu.corentic.springrag.model.GraphPictureElement | import eu.corentic.springrag.model.GraphTableElement + ... and 18 more + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/port/adapter (28 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.model.graph.ImageData | import eu.corentic.springrag.model.graph.TableElement | import eu.corentic.springrag.model.graph.TextElement | import eu.corentic.springrag.repository.graph.ImageDataRepository | import eu.corentic.springrag.repository.graph.TableElementRepository | import eu.corentic.springrag.repository.graph.TextElementRepository + ... and 27 more + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/service/storage (3 methods) + Algorithm: CRX + Grammar: assertNull?.parseS3Location.error+?.(assertEquals+bucket)+?.key? + Score: 573 + Imports: import kotlin.test.Test | import kotlin.test.assertEquals | import kotlin.test.assertNull + ╰─ infrastructure/adapters/search/src/test/kotlin/eu/corentic/springrag/testsupport (3 methods) — no grammar — too_diverse + Imports: import java.util.function.Function | import java.util.function.Supplier | import org.springframework.cloud.client.circuitbreaker.CircuitBreaker | import org.springframework.cloud.client.circuitbreaker.CircuitBreakerFactory | import org.springframework.cloud.client.circuitbreaker.ConfigBuilder + ╰─ modules/chat/src/integrationTest/kotlin/eu/corentic/springrag/service/chat (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDirectory | import eu.corentic.springrag.agent.rag.RagAgentInvocationGateway | import org.springframework.boot.SpringBootConfiguration | import org.springframework.boot.autoconfigure.EnableAutoConfiguration | import org.springframework.context.annotation.Bean | import eu.corentic.springrag.agent.capability.AgentExecutionContext + ... and 15 more + ╰─ modules/chat/src/main/kotlin/eu/corentic/springrag/service/chat (6 methods) — no grammar — malformed_grammar + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDescriptor | import eu.corentic.springrag.agent.capability.AgentCapabilityDirectory | import eu.corentic.springrag.agent.capability.AgentExecutionContext | import eu.corentic.springrag.agent.capability.isExposedOverHttp | import eu.corentic.springrag.agent.rag.RagAgentInvocationGateway | import eu.corentic.springrag.agent.rag.RagInvocation + ... and 6 more + ╰─ modules/chat/src/systemTest/kotlin/eu/corentic/springrag/config (15 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.testcontainers.OllamaModelSupport | import eu.corentic.springrag.testcontainers.QdrantTestSupport | import eu.corentic.springrag.testcontainers.QdrantTestSupport.recreateTestCollection | import eu.corentic.springrag.testcontainers.SharedContainers | import eu.corentic.springrag.testcontainers.SharedContainers.ContainerType | import io.qdrant.client.QdrantClient + ... and 36 more + ╰─ modules/chat/src/systemTest/kotlin/eu/corentic/springrag/system (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.config.BaseSystemTest | import eu.corentic.springrag.controller.SessionChatRequest | import eu.corentic.springrag.model.ChatResponse | import eu.corentic.springrag.model.VectorChunk | import eu.corentic.springrag.repository.VectorRepository | import java.time.Duration + ... and 11 more + ╰─ modules/chat/src/test/kotlin/eu/corentic/springrag/service/chat (8 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.agent.capability.AgentCapabilityDirectory | import eu.corentic.springrag.agent.capability.AgentExecutionContext | import eu.corentic.springrag.agent.rag.RagAgentInvocationGateway | import eu.corentic.springrag.agent.rag.RagInvocation | import eu.corentic.springrag.agent.rag.RagRequest | import eu.corentic.springrag.common.ids.asKnowledgeBaseId + ... and 11 more + ╰─ modules/common/src/main/kotlin/eu/corentic/springrag/common (7 methods) — no grammar — too_diverse + ╰─ modules/common/src/main/kotlin/eu/corentic/springrag/common/ids [of] (10 methods) + Algorithm: CRX + Grammar: of+ + Score: 7 + ╰─ modules/common/src/test/kotlin/eu/corentic/springrag/common/ids (8 methods) + Algorithm: CRX + Grammar: (IllegalArgumentException+asBatchId+asDocumentId+asFilename+asJobId+asKnowledgeBaseId+asLogicalDocumentId+asStorageUri+assertEquals+assertFailsWith+of+value)+ + Score: 1648446623609697437128189083648 + Imports: import kotlin.test.Test | import kotlin.test.assertEquals | import kotlin.test.assertFailsWith + ╰─ modules/ingestion/src/integrationTest/kotlin/eu/corentic/springrag/service/job (34 methods) — no grammar — too_diverse + Imports: import com.ninjasquad.springmockk.MockkBean | import eu.corentic.springrag.batch.DocumentIngestionJobConfig | import eu.corentic.springrag.batch.model.DocumentInput | import eu.corentic.springrag.batch.model.ProcessedDocument | import eu.corentic.springrag.batch.processor.DocumentProcessingItemProcessor | import eu.corentic.springrag.common.ids.Filename + ... and 46 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch (16 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.batch.listener.BatchJobListener | import eu.corentic.springrag.batch.listener.DocumentActivationWriteListener | import eu.corentic.springrag.batch.listener.DocumentIngestionStageWriteListener | import eu.corentic.springrag.batch.listener.SimpleDocumentTrackingListener | import eu.corentic.springrag.batch.model.DocumentInput | import eu.corentic.springrag.batch.model.ProcessedDocument + ... and 38 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/listener (16 methods) — no grammar — too_diverse + Imports: import io.github.oshai.kotlinlogging.KotlinLogging | import org.springframework.batch.core.BatchStatus | import org.springframework.batch.core.job.JobExecution | import org.springframework.batch.core.listener.JobExecutionListener | import org.springframework.stereotype.Component | import eu.corentic.springrag.service.job.StagedUploadCleanupService + ... and 11 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/model (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.DocumentId | import eu.corentic.springrag.common.ids.Filename | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.KnowledgeBaseId | import eu.corentic.springrag.common.ids.LogicalDocumentId | import eu.corentic.springrag.common.ids.StorageUri + ... and 3 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/partition (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.Filename | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.StorageUri | import eu.corentic.springrag.config.StorageProperties | import eu.corentic.springrag.service.job.DocumentTrackingRepository | import eu.corentic.springrag.service.port.ObjectStoragePort + ... and 10 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/reader (4 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.batch.model.DocumentInput | import eu.corentic.springrag.common.ids.Filename | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.KnowledgeBaseId | import eu.corentic.springrag.common.ids.StorageUri | import eu.corentic.springrag.config.StorageProperties + ... and 8 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/batch/writer (3 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.service.job.DocumentActivationService | import eu.corentic.springrag.service.job.IngestionDocumentState | import org.springframework.batch.infrastructure.item.Chunk | import org.springframework.batch.infrastructure.item.ItemWriter | import org.springframework.stereotype.Component | import eu.corentic.springrag.batch.model.ProcessedDocument + ... and 5 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/config (26 methods) — no grammar — too_diverse + Imports: import javax.sql.DataSource | import org.springframework.batch.core.configuration.support.JdbcDefaultBatchConfiguration | import org.springframework.context.annotation.Bean | import org.springframework.context.annotation.Configuration | import org.springframework.core.task.TaskDecorator | import org.springframework.core.task.TaskExecutor + ... and 16 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/chunk (18 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.config.HybridChunkingConfig | import eu.corentic.springrag.common.ids.DocumentId | import eu.corentic.springrag.common.ids.Filename | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.KnowledgeBaseId | import eu.corentic.springrag.common.ids.LogicalDocumentId + ... and 12 more + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/document (3 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.DocumentId | import eu.corentic.springrag.common.ids.Filename | import eu.corentic.springrag.common.ids.JobId | import eu.corentic.springrag.common.ids.KnowledgeBaseId | import eu.corentic.springrag.common.ids.LogicalDocumentId | import java.security.MessageDigest + ╰─ modules/ingestion/src/main/kotlin/eu/corentic/springrag/service/job (62 methods) — no grammar — too_diverse + Imports: import java.sql.Timestamp | import java.time.Instant | import org.springframework.jdbc.core.JdbcTemplate | import org.springframework.stereotype.Component | from ingestion_batch_ownership | import eu.corentic.springrag.common.DomainException + ... and 45 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch (17 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.config.BatchProperties | import eu.corentic.springrag.service.job.IngestionDocumentStateRepository | import io.mockk.mockk | import kotlin.test.assertEquals | import org.junit.jupiter.api.Test | import org.springframework.jdbc.datasource.embedded.EmbeddedDatabaseBuilder + ... and 11 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/listener (34 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.config.StorageProperties | import java.io.IOException | import java.nio.file.Files | import java.nio.file.Path | import java.time.Duration | import org.junit.jupiter.api.Assertions.assertTrue + ... and 33 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/model (8 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.asDocumentId | import eu.corentic.springrag.common.ids.asFilename | import eu.corentic.springrag.common.ids.asJobId | import eu.corentic.springrag.common.ids.asKnowledgeBaseId | import eu.corentic.springrag.common.ids.asLogicalDocumentId | import eu.corentic.springrag.common.ids.asStorageUri + ... and 5 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/partition (7 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.service.job.DocumentTrackingRepository | import eu.corentic.springrag.service.port.ObjectStoragePort | import eu.corentic.springrag.common.ids.asFilename | import eu.corentic.springrag.common.ids.asJobId | import eu.corentic.springrag.common.ids.asStorageUri | import io.mockk.every + ... and 10 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/processor (5 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.batch.model.DocumentInput | import eu.corentic.springrag.model.GraphDocument | import eu.corentic.springrag.model.ParsedDocument | import eu.corentic.springrag.model.VectorChunk | import eu.corentic.springrag.service.chunk.DocumentChunkService | import eu.corentic.springrag.service.port.DocumentParserPort + ... and 16 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/reader (12 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.service.document.DocumentIdentity | import java.io.File | import eu.corentic.springrag.common.ids.asDocumentId | import eu.corentic.springrag.common.ids.asFilename | import eu.corentic.springrag.common.ids.asJobId | import eu.corentic.springrag.common.ids.asKnowledgeBaseId + ... and 7 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/batch/writer (14 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.service.job.DocumentActivationService | import eu.corentic.springrag.service.job.IngestionDocumentState | import eu.corentic.springrag.common.ids.asDocumentId | import eu.corentic.springrag.common.ids.asFilename | import eu.corentic.springrag.common.ids.asJobId | import eu.corentic.springrag.common.ids.asLogicalDocumentId + ... and 26 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/service/chunk (8 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.config.HybridChunkingConfig | import eu.corentic.springrag.config.EmbabelModelProperties | import eu.corentic.springrag.common.ids.asDocumentId | import eu.corentic.springrag.common.ids.asFilename | import eu.corentic.springrag.common.ids.asJobId | import eu.corentic.springrag.common.ids.asKnowledgeBaseId + ... and 9 more + ╰─ modules/ingestion/src/test/kotlin/eu/corentic/springrag/service/job (49 methods) — no grammar — too_diverse + Imports: import io.mockk.every | import io.mockk.mockk | import io.mockk.verify | import kotlin.test.assertEquals | import kotlin.test.assertFailsWith | import org.junit.jupiter.api.Test + ... and 48 more + ╰─ modules/knowledgebase/ports/src/main/kotlin/eu/corentic/springrag/model (5 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.KnowledgeBaseId | import java.time.Instant + ╰─ modules/knowledgebase/src/main/kotlin/eu/corentic/springrag/service/knowledgebase (11 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.ids.KnowledgeBaseId | import eu.corentic.springrag.model.KnowledgeBase | import eu.corentic.springrag.service.port.KnowledgeBasePort | import io.github.oshai.kotlinlogging.KotlinLogging | import org.springframework.beans.factory.annotation.Value | import org.springframework.boot.CommandLineRunner + ... and 12 more + ╰─ modules/knowledgebase/src/test/kotlin/eu/corentic/springrag/service/knowledgebase (16 methods) — no grammar — too_diverse + Imports: import org.junit.jupiter.api.Assertions.assertEquals | import org.junit.jupiter.api.Test | import jakarta.validation.Validation | import kotlin.test.assertFalse | import kotlin.test.assertTrue | import eu.corentic.springrag.model.event.DocumentDeletionRequested + ... and 16 more + ╰─ modules/security/src/main/kotlin/eu/corentic/springrag/security/config (5 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.Outcome | import eu.corentic.springrag.security.service.JwtService | import org.springframework.http.HttpHeaders | import org.springframework.security.authentication.UsernamePasswordAuthenticationToken | import org.springframework.security.core.context.ReactiveSecurityContextHolder | import org.springframework.stereotype.Component + ... and 28 more + ╰─ modules/security/src/main/kotlin/eu/corentic/springrag/security/service (10 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.security.repository.UserRepository | import org.springframework.security.core.userdetails.ReactiveUserDetailsService | import org.springframework.security.core.userdetails.User | import org.springframework.security.core.userdetails.UserDetails | import org.springframework.stereotype.Service | import reactor.core.publisher.Mono + ... and 23 more + ╰─ modules/security/src/test/kotlin/eu/corentic/springrag/security/config (6 methods) — no grammar — too_diverse + Imports: import eu.corentic.springrag.common.Outcome | import eu.corentic.springrag.security.service.JwtService | import eu.corentic.springrag.security.service.JwtValidationError | import io.mockk.every | import io.mockk.mockk | import java.util.concurrent.atomic.AtomicReference + ... and 22 more + ╰─ modules/security/src/test/kotlin/eu/corentic/springrag/security/service [JwtService] (14 methods) + Algorithm: CRX + Grammar: JwtService.JwtProperties.hmacShaKeyFor+?.generateToken+?.toByteArray+?.assertFalse?.UTF_8?.builder+?.subject+?.issuedAt+?.(Date+expiration)+?.currentTimeMillis+?.signWith+?.compact+?.(Err+Outcome+String+assertEquals+assertTrue+authorities+authority+emptyList+error+extractAuthorities+extractUsername+getOrThrow+listOf+map+parseToken+username+validateToken)+.JwtValidationError?.(Expired+InvalidSignature+Malformed)? + Score: 510167422957742291453396234378565402711762173 + Imports: import eu.corentic.springrag.common.Outcome | import eu.corentic.springrag.security.model.Role | import eu.corentic.springrag.security.model.User | import eu.corentic.springrag.security.config.JwtProperties | import io.jsonwebtoken.Jwts | import io.jsonwebtoken.security.Keys + ... and 15 more + ╰─ platform/test-support/src/main/kotlin/eu/corentic/springrag/testcontainers (13 methods) — no grammar — too_diverse + Imports: import com.github.dockerjava.api.model.DeviceRequest | import org.testcontainers.DockerClientFactory | import org.testcontainers.containers.GenericContainer | import io.github.oshai.kotlinlogging.KotlinLogging | import io.qdrant.client.QdrantClient | import io.qdrant.client.grpc.Collections.Distance + ... and 10 more + ╰─ platform/test-support/src/test/kotlin/eu/corentic/springrag/testcontainers (5 methods) — no grammar — too_diverse + Imports: import org.junit.jupiter.api.Test | import org.mockito.Mockito.mock | import org.mockito.Mockito.times | import org.mockito.Mockito.verify | import org.testcontainers.containers.Container | import org.testcontainers.containers.GenericContainer + ... and 9 more + ╰─ (other) (6 methods) — no grammar + +.js: + ╰─ compose/patches (17 methods) — no grammar — too_diverse + Args(require): n=1 [1:lit] + Args(setTimeout): n=2 [2:other,other] + Args(Set): n=1 [1:var] + Args(new): n=0 [0:; 1:var] + ╰─ testing/steps [form] (58 methods) + Algorithm: CRX + Grammar: (await+click+filter+form+locator+modelBtn+waitFor)+.expect+?.(fill+waitForTimeout)?.toBe? + Score: 1162678209063 + Imports: import { Given, When, Then } from '@cucumber/cucumber'; | import { expect } from '@playwright/test'; | import { BeforeAll, AfterAll, Before, After, setDefaultTimeout } from '@cucumber/cucumber'; + Args(When): n=2 [2:lit,other] + Args(expect): n=1 [1:var; 1:other] + Args(Then): n=2 [2:lit,other] + Args(Given): n=2 [2:lit,other] + ╰─ testing/support (3 methods) — no grammar — too_diverse + Imports: import { chromium } from '@playwright/test'; | import { setWorldConstructor } from '@cucumber/cucumber'; + Args(setWorldConstructor): n=1 [1:var] + ╰─ (other) (1 methods) — no grammar + +.java: + +.go: + ╰─ tools/setup-ui (44 methods) — no grammar — too_diverse + Imports: import ( + Args(append): n=2 [2:var,call; 2:var,var] + Args(len): n=1 [1:other; 1:var] + Args(sectionTitle): n=1 [1:other] + Args(make): n=3 [3:other,other,call] diff --git a/experiments/round14/zod_full.txt b/experiments/round14/zod_full.txt new file mode 100644 index 0000000..b247107 --- /dev/null +++ b/experiments/round14/zod_full.txt @@ -0,0 +1,140 @@ +[ 0.0s] Scanning /home/tobi/Desktop/dervish/external_refs/zod/packages/zod ... +[ 12.1s] Preprocess: 5970 methods from 287 .ts files (12.1s) +[ 12.2s] Groups: 12 named, 0 ungrouped methods +[ 12.2s] ├ src/v3 (383 methods) +[ 12.2s] ├ src/v3/benchmarks (91 methods) +[ 12.2s] ├ src/v3/helpers (31 methods) +[ 12.2s] ├ src/v3/tests (985 methods) +[ 12.2s] ├ src/v4/classic (409 methods) +[ 12.2s] ├ src/v4/classic/tests (2342 methods) +[ 12.2s] ├ src/v4/core (704 methods) +[ 12.2s] ├ src/v4/core/tests (43 methods) +[ 12.2s] ├ src/v4/core/tests/locales (85 methods) +[ 12.2s] ├ src/v4/locales (214 methods) +[ 12.2s] ├ src/v4/mini (199 methods) +[ 12.2s] ├ src/v4/mini/tests (484 methods) +[ 12.2s] Inferring 12 groups across 12 workers ... +[ 14.5s] Infer src/v3/helpers (31 methods) done +[ 15.0s] Infer src/v4/mini [def] (191 methods) done +[ 15.8s] Infer src/v4/core/tests [stringSchema] (39 methods) done +[ 17.8s] Infer src/v3/benchmarks [console] (84 methods) done +[ 19.2s] Infer src/v4/classic [processors] (403 methods) done +[ 20.2s] Infer src/v3 [ch] (374 methods) done +[ 21.4s] Infer src/v4/mini/tests [return] (481 methods) done +[ 26.6s] Infer src/v4/core [Object] (698 methods) done +[ 39.5s] Infer src/v4/locales (214 methods) done +[ 41.1s] Infer src/v3/tests [safeParse] (980 methods) done +[ 59.7s] Infer src/v4/core/tests/locales [error] (83 methods) done +[ 92.6s] Infer src/v4/classic/tests [typeof] (2340 methods) done + +.ts: + ╰─ src/v3 [ch] (374 methods) + Algorithm: CRX + Grammar: (ch+util)+ + Score: 48 + Imports: import type { Primitive } from "./helpers/typeAliases.js"; | import { util, type ZodParsedType } from "./helpers/util.js"; | import type { TypeOf, ZodType } from "./index.js"; | import type { ZodErrorMap } from "./ZodError.js"; | import defaultErrorMap from "./locales/en.js"; | import { type ZodErrorMap, ZodIssueCode } from "../ZodError.js"; + ... and 8 more + Args(addIssueToContext): n=2 [2:var,other; 2:var,var] + Args(new): n=1 [1:other; 1:template] + Args(processCreateParams): n=1 [1:var; 1:other] + Args(Error): n=1 [1:template; 1:lit] + ╰─ src/v3/benchmarks [console] (84 methods) + Algorithm: CRX + Grammar: console.log.as+?.any?.e? + Score: 63 + Imports: import Benchmark from "benchmark"; | import { z } from "zod/v3"; | import type Benchmark from "benchmark"; | import datetimeBenchmarks from "./datetime.js"; | import discriminatedUnionBenchmarks from "./discriminatedUnion.js"; | import ipv4Benchmarks from "./ipv4.js"; + ... and 6 more + Args(new): n=1 [1:lit; 0:] + Args(Date): n=1 [1:lit; 0:] + Args(str): n=0 [0:] + Args(Set): n=1 [1:other] + ╰─ src/v3/helpers (31 methods) — no grammar — too_diverse + Imports: import type { IssueData, ZodErrorMap, ZodIssue } from "../ZodError.js"; | import { getErrorMap } from "../errors.js"; | import defaultErrorMap from "../locales/en.js"; | import type { ZodParsedType } from "./util.js"; + Args(objectKeys): n=1 [1:var] + Args(Error): n=0 [0:] + Args(objectValues): n=1 [1:var] + Args(checker): n=1 [1:var] + ╰─ src/v3/tests [safeParse] (980 methods) + Algorithm: CRX + Grammar: safeParse.(expect+toEqual)+?.as+?.z? + Score: 429 + Imports: import { expect, test } from "vitest"; | import * as z from "zod/v3"; | import { util } from "../helpers/util.js"; | import { test } from "vitest"; | import { z } from "zod/v3"; | import { ZodError, ZodIssueCode } from "../ZodError.js"; + ... and 10 more + Args(expect): n=1 [1:other; 1:call] + Args(test): n=2 [2:lit,other; 2:template,other] + Args(BigInt): n=1 [1:lit; 1:expr] + Args(new): n=1 [1:other; 1:lit] + ╰─ src/v4/classic [processors] (403 methods) + Algorithm: CRX + Grammar: processors.inst.ctx.json.params + Score: 41 + Imports: import * as core from "../core/index.js"; | import * as schemas from "./schemas.js"; | import type { ZodType } from "./schemas.js"; | import { $ZodError } from "../core/index.js"; | import * as util from "../core/util.js"; | import type * as JSONSchema from "../core/json-schema.js"; + ... and 12 more + Args(new): n=1 [1:other; 1:lit] + Args(Error): n=1 [1:lit; 1:template] + Args(convertSchema): n=2 [2:other,var; 2:var,var] + Args(Set): n=1 [0:; 1:other] + ╰─ src/v4/classic/tests [typeof] (2340 methods) + Algorithm: CRX + Grammar: typeof.val?.expectTypeOf+?.toEqualTypeOf?.(number+string)+? + Score: 1306 + Imports: import { expect, expectTypeOf, test } from "vitest"; | import * as z from "zod/v4"; | import { expectTypeOf, test } from "vitest"; | import { expect, test } from "vitest"; | import { z } from "zod/v4"; | import { describe, expect, expectTypeOf, test } from "vitest"; + ... and 18 more + Args(expect): n=1 [1:other; 1:call] + Args(test): n=2 [2:lit,other; 2:template,other] + Args(expectTypeOf): n=0 [0:; 1:var] + Args(new): n=1 [1:other; 0:] + ╰─ src/v4/core [Object] (698 methods) + Algorithm: CRX + Grammar: (Object+typeof)+.map?.(Error+Promise+Set+any+as+def+for+if+key+new+of+return+then+throw+util)+? + Score: 2762520975830338701947245056 + Imports: import * as checks from "./checks.js"; | import type * as core from "./core.js"; | import type * as errors from "./errors.js"; | import * as registries from "./registries.js"; | import * as schemas from "./schemas.js"; | import * as util from "./util.js"; + ... and 25 more + Args(new): n=1 [1:other; 1:lit] + Args(Error): n=1 [1:lit; 1:template] + Args(Class): n=1 [1:other; 1:var] + Args(Set): n=1 [0:; 1:other] + ╰─ src/v4/core/tests [stringSchema] (39 methods) + Algorithm: CRX + Grammar: (expect+parse+record+string+stringSchema+toThrow+z)+ + Score: 232630513987305 + Imports: import { expect, test } from "vitest"; | import * as z from "zod/v4"; | import { expect, expectTypeOf, test } from "vitest"; | import * as z from "zod/v3"; | import { describe, expect, it } from "vitest"; + Args(expect): n=1 [1:other; 1:var] + Args(test): n=2 [2:lit,other] + Args(it): n=2 [2:lit,other] + Args(describe): n=2 [2:lit,other] + ╰─ src/v4/core/tests/locales [error] (83 methods) + Algorithm: CRX + Grammar: (BigInt+count+error+expect+localeError+type)+.toContain.expected? + Score: 282393216 + Imports: import { describe, expect, it } from "vitest"; | import be from "../../../locales/be.js"; | import { expect, test } from "vitest"; | import { z } from "../../../../index.js"; | import el from "../../../locales/el.js"; | import { parsedType } from "../../util.js"; + ... and 8 more + Args(expect): n=1 [1:other; 1:call] + Args(test): n=2 [2:lit,other] + Args(parsedType): n=1 [1:other; 1:lit] + Args(describe): n=2 [2:lit,other; 2:template,other] + ╰─ src/v4/locales (214 methods) — no grammar — malformed_grammar + Imports: import type { $ZodStringFormats } from "../core/checks.js"; | import type * as errors from "../core/errors.js"; | import * as util from "../core/util.js"; | import km from "./km.js"; | import uk from "./uk.js"; + Args(getSizing): n=1 [1:other; 4:other,call,expr,lit] + Args(error): n=0 [0:] + Args(Number): n=1 [1:other] + Args(withDefiniteArticle): n=1 [1:other; 1:expr] + ╰─ src/v4/mini [def] (191 methods) + Algorithm: CRX + Grammar: (any+as+core+def+new+normalizeParams+params+return+util)+ + Score: 984770902214992292499 + Imports: import * as core from "../core/index.js"; | import * as schemas from "./schemas.js"; | import * as util from "../core/util.js"; | import * as parse from "./parse.js"; + Args(new): n=1 [1:other; 1:template] + Args(ZodMiniRecord): n=1 [1:other] + Args(Error): n=1 [1:lit; 1:template] + Args(unknown): n=0 [0:] + ╰─ src/v4/mini/tests [return] (481 methods) + Algorithm: CRX + Grammar: return.typeof?.schema?.val?.check?.z+?.string? + Score: 281 + Imports: import { expect, expectTypeOf, test } from "vitest"; | import * as z from "../index.js"; | import { test } from "vitest"; | import * as z from "zod/mini"; | import { expectTypeOf, test } from "vitest"; | import { expect, test } from "vitest"; + ... and 5 more + Args(expect): n=1 [1:other; 1:call] + Args(test): n=2 [2:lit,other] + Args(expectTypeOf): n=0 [0:; 1:other] + Args(Date): n=1 [0:; 1:var] diff --git a/experiments/round15/PIPELINE.md b/experiments/round15/PIPELINE.md new file mode 100644 index 0000000..a168246 --- /dev/null +++ b/experiments/round15/PIPELINE.md @@ -0,0 +1,205 @@ +# Pipeline Architecture — Grammar Inference Engine + +## Full Pipeline: Source Code → GBNF Grammar + +``` + Source Code (directory of .py/.kt/.ts files) + │ + ▼ +┌─────────────────────────────────────────────────────┐ +│ 1. SCAN (scan_directory) │ +│ Glob *.py/*.kt/*.ts, filter --include/--exclude │ +│ Output: {ext: [file_paths]} │ +└─────────────────────┬───────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────┐ +│ 2. PREPROCESS (preprocess_by_method) │ +│ Tree-sitter parse → extract method-level call │ +│ sequences. Coarsen tokens (RETURN/IF/LOOP/EXC). │ +│ Output: [(capture, text, line)] per method │ +│ │ +│ Key: code_bytes = code.encode() for correct │ +│ byte/char offset handling (Round 14 fix) │ +└─────────────────────┬───────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────┐ +│ 3. GROUP (--slice mode) │ +│ │ +│ flat │ One group per language (no split) │ +│ package │ Group by directory path, merge small │ +│ reduce │ Group by dir + Reduce similarity │ +│ ilocal │ Group by iLocal context extraction │ +│ │ +│ Output: {group_label: [sequences]} │ +└─────────────────────┬───────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────┐ +│ 4. FILTER (frequency_filter) │ +│ Remove symbols in < min_coverage fraction of │ +│ methods. Default min_coverage = 0.05 (5%). │ +└─────────────────────┬───────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────┐ +│ 5. SPLIT (--split-mixed) │ +│ _recursive_split(): group by first symbol, │ +│ split until all subgroups have one first-symbol. │ +│ max_depth=3. Returns leaf subgroups. │ +└─────────────────────┬───────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────┐ +│ 6. INFER (infer_ensemble) │ +│ │ +│ CRX (always) → 2ms, deterministic │ +│ iDRegEx (opt) → 100-700ms, probabilistic │ +│ kORE (opt) → 400-700ms, Baum-Welch │ +│ │ +│ Pick best by lang_size score (lower = tighter). │ +│ Output: SORE grammar string │ +│ │ +│ ┌───────────────────────────────────────────────┐ │ +│ │ 6b. iDRegEx REFINEMENT (Round 16, opt-in) │ │ +│ │ │ │ +│ │ Only triggers when ALL: │ │ +│ │ - n_methods ≤ 10 │ │ +│ │ - CRX grammar has >50% top-level optionals │ │ +│ │ │ │ +│ │ If iDRegEx grammar is >10x tighter by │ │ +│ │ lang_size: use iDRegEx. Else keep CRX. │ │ +│ └───────────────────────────────────────────────┘ │ +└─────────────────────┬───────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────┐ +│ 7. VALIDATE (validate_sore + grammar_structure) │ +│ - Parse SORE → check syntax │ +│ - Compute structure score (0-1) │ +│ - Filter by min_structure (default 0.0) │ +│ - Reject malformed grammars │ +└─────────────────────┬───────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────┐ +│ 8. OUTPUT │ +│ Text: Package → Grammar + Score + Args │ +│ YAML: Persisted to .dervish/grammars.yml │ +│ JSON: Machine-readable export │ +│ │ +│ GrammarIndex (runtime): for MCP tool queries │ +└─────────────────────────────────────────────────────┘ +``` + +## CLI Parameters + +``` +python -m bex.tag_preprocessor.analyze [options] + +REQUIRED: + directory Path to scan + +GROUPING: + --slice flat|package|reduce|ilocal (default: flat) + --split-mixed Split mixed first-symbol groups + --reduce-threshold FLOAT Reduce similarity (default: 0.15) + --context-strategy STRATEGY iLocal strategy (default: dir) + +FILTERING: + --include GLOB Include files matching pattern + --exclude GLOB Exclude files matching pattern + --main-only Exclude test files + --min-coverage FLOAT Symbol frequency threshold (default: 0.05) + --min-methods INT Min methods per group (default: 3) + --min-structure FLOAT Min structure score to keep (default: 0.0) + +ALGORITHMS: + --prefer crx|idregex Force single algorithm + --kore Include kORE in ensemble + --idregex Include iDRegEx in ensemble + --idregex-refine Refine CRX flat bags with iDRegEx (Round 16) + --kmax INT Max k for k-ORE (default: 2) + --crx-method standard|refined (default: standard) + --scoring-method langsize|mdl (default: langsize) + +OUTPUT: + --format text|json Output format + --json Shortcut for --format json + --verbose Print progress +``` + +## Decision Matrix: Which Algorithm When? + +``` +┌─────────────────────────┬──────────────┬───────────────┬──────────────┐ +│ Scenario │ CRX │ iDRegEx │ kORE │ +│ │ (0-9ms) │ (100-700ms) │ (400-700ms) │ +├─────────────────────────┼──────────────┼───────────────┼──────────────┤ +│ Speed │ 1x │ 100-350x │ 200-350x │ +│ │ │ slower │ slower │ +├─────────────────────────┼──────────────┼───────────────┼──────────────┤ +│ Small structured │ ✅ Best │ ✅ Better │ ✅ Same as │ +│ (3-5 methods, │ a.b?.c?.d? │ a.(b|c).(d|e) │ iDRegEx │ +│ clear branching) │ score=1.0 │ score=0.86 │ │ +├─────────────────────────┼──────────────┼───────────────┼──────────────┤ +│ Flat CRX bag │ ✅ Always │ ⚠️ Sometimes │ ❌ Often │ +│ (many optional parts, │ produces │ None. When it │ None. │ +│ small group ≤10) │ something │ works: >10x │ Adds nothing │ +│ │ │ tighter! │ over iDRegEx │ +├─────────────────────────┼──────────────┼───────────────┼──────────────┤ +│ Medium/Large diverse │ ✅ Default │ ❌ None or │ ❌ None or │ +│ (>10 methods, │ always works │ trivial │ trivial │ +│ diverse patterns) │ │ │ │ +├─────────────────────────┼──────────────┼───────────────┼──────────────┤ +│ Very diverse │ ✅ Only │ ✅ But trivial │ ✅ But trivial│ +│ (no shared structure) │ reliable │ (a.b.c|x.y.z) │ (same) │ +│ │ option │ score=0.0 │ │ +└─────────────────────────┴──────────────┴───────────────┴──────────────┘ + +DECISION LOGIC (--idregex-refine enabled): + + 1. Run CRX → always, fast + 2. Count top-level optional parts + 3. IF n_methods ≤ 10 + AND optionals/parts > 50% → CRX produced flat optional chain + THEN run iDRegEx + IF iDRegEx returns grammar + AND lang_size improvement > 10x + → use iDRegEx (477x tighter on RAGSAK example!) + ELSE keep CRX + 4. ELSE → keep CRX + +SCORING: + + lang_size_score (Bex et al.): Lower = better + Counts how many words the grammar accepts at each input length. + CRX flat chains: 9432 words (a?.b?.c?.d?.e?.f? → many combos) + iDRegEx disjunctions: 60 words (a.(b|c).(d|e) → exact paths) + + grammar_structure_score: Higher = more ordering info + Measures dots, optionals, repetition vs disjunction ratio. + Used for filtering (min_structure), NOT for algorithm selection. + + mdl_score: Lower = better (model + data cost) + Fallback scoring method. lang_size is preferred. +``` + +## Speed Profile (empirical, RAGSAK .kt 462 files) + +``` +Phase │ Time │ Notes +──────────────────────────┼─────────┼────────────────────────────────── +Scan + Preprocess │ 2.8s │ ProcessPoolExecutor parallel +Group + Filter │ <0.1s │ In-memory +Split (recursive) │ <0.1s │ Pure Python +CRX Inference (27 groups) │ ~54s │ 27 groups × ~2s each +iDRefinement (1 group) │ ~0.7s │ 1 eligible candidate +Validate + Output │ <0.1s │ +──────────────────────────┼─────────┼────────────────────────────────── +Total (--split-mixed) │ ~74s │ +Total (+ --idregex-refine)│ ~74.7s │ +0.7s negligible + +Without --split-mixed: │ ~13s │ Fewer groups, faster +```