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776b9371f7
Closes #17384. ## Summary Drops a dead `re.I` flag from two outlier delimiter-parsing sites and adds regression tests so the inconsistency can't creep back. ## What's wrong Two of the six delimiter-parsing implementations pass `re.I` to `re.finditer`: - `rag/nlp/__init__.py::get_delimiters` (line 1633) - `deepdoc/parser/txt_parser.py::parser_txt` (line 51) The other four implementations correctly omit `re.I`: - `rag/nlp/__init__.py::naive_merge` custom-delimiter path (line 1195) - `rag/nlp/__init__.py::naive_merge_with_images` custom-delimiter path (line 1269) - `rag/nlp/__init__.py::_build_cks` (line 1389) - `rag/flow/chunker/token_chunker.py` (line 73) ## Why this matters (and why it doesn't break anything) The flag is **dead code** today. Verified empirically with a Python REPL: ```python >>> import re >>> for m in re.finditer(r"`([^`]+)`", "`end`", re.I): ... print(repr(m.group(1))) 'end' # plain string, no flag attached >>> re.split("(a)", "Class A is a Sample") ['Cl', 'a', '', 's', ' A i', 's', ' a Sample'] # Case-sensitive: only lowercase 'a' splits. Uppercase 'A' is preserved. ``` `re.I` does not propagate from `re.finditer` to `m.group(1)` or to downstream `re.split` / `re.match` calls (which all omit `re.I`). So the actual splitting behavior has always been case-sensitive — removing the flag is a **defensive cleanup**, not a behavioral fix. So why bother? 1. **Consistency** — the two sites were the only outliers in a six-way implementation cluster. The three sibling sites in `rag/nlp/__init__.py` already omit `re.I`, which strongly suggests the flag was accidental. 2. **Future-proofing** — a refactor could easily propagate the flag to a downstream `re.split` call where it *would* change behavior. The tests added here pin the case-sensitive semantics so that regression fails loudly. 3. **Reader clarity** — the flag is misleading. Anyone reading `re.finditer(..., re.I)` reasonably assumes case-insensitive matching, then has to trace all downstream calls to discover it's a no-op. ## Changes - `rag/nlp/__init__.py` — drop `re.I` from `get_delimiters` (line 1633). - `deepdoc/parser/txt_parser.py` — drop `re.I` from `parser_txt` (line 51). - `test/unit_test/rag/test_delimiter_case_sensitive.py` — new test file with: - 4 behavioral tests on `get_delimiters` (pattern output + `re.split` round-trip). - 3 end-to-end tests through `naive_merge` (bare-char + backtick-wrapped, both cases). - 2 parametrized static checks that `re.I` / `re.IGNORECASE` is not present at either of the two `re.finditer` sites. ## Testing ``` $ pytest test/unit_test/rag/test_delimiter_case_sensitive.py -v ============================= 9 passed in 0.19s ============================== ``` All tests pass on the patched code. Before the patch, the 2 static checks fail with a clear assertion message (the 7 behavioral tests pass either way, confirming `re.I` was dead code). ## Related - #17384 — the issue this PR closes. Note the issue's reproduction code (`re.split(..., flags=re.I)`) doesn't actually match what the production code does — the production `re.split` calls all omit `re.I`, which is why current behavior is already case-sensitive. The fix here is still valuable as a defensive cleanup + test coverage, but it's not a behavioral fix per se. - #17383 — broader parser consolidation (six implementations → one). The fix here is independent and small enough to land first. - #17385 — sibling UX PR (tooltip + live preview). Files are disjoint (`web/src/**` vs `rag/nlp/**` + `deepdoc/parser/**`), so no interaction. --------- Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Co-authored-by: kiloconnect[bot] <240665456+kiloconnect[bot]@users.noreply.github.com>
(1). Deploy RAGFlow services and images
https://ragflow.io/docs/build_docker_image
(2). Configure the required environment for testing
Install Python dependencies (including test dependencies):
uv sync --python 3.13 --only-group test --no-default-groups --frozen
Activate the environment:
source .venv/bin/activate
Install SDK:
uv pip install sdk/python
Modify the .env file: Add the following code:
COMPOSE_PROFILES=${COMPOSE_PROFILES},tei-cpu
TEI_MODEL=BAAI/bge-small-en-v1.5
RAGFLOW_IMAGE=infiniflow/ragflow:v0.26.4 #Replace with the image you are using
Start the container（wait two minutes）:
docker compose -f docker/docker-compose.yml up -d
(3). Test Elasticsearch
a) Run sdk tests against Elasticsearch:
export HTTP_API_TEST_LEVEL=p2
export HOST_ADDRESS=http://127.0.0.1:9380 # Ensure that this port is the API port mapped to your localhost
pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_sdk_api
b) Run http api tests against Elasticsearch:
pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_http_api
(4). Test Infinity
Modify the .env file:
DOC_ENGINE=${DOC_ENGINE:-infinity}
Start the container:
docker compose -f docker/docker-compose.yml down -v
docker compose -f docker/docker-compose.yml up -d
a) Run sdk tests against Infinity:
DOC_ENGINE=infinity pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_sdk_api
b) Run http api tests against Infinity:
DOC_ENGINE=infinity pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_http_api