Adds the multiple-text-block test the deep-dive flagged: the helper must return
the FIRST text block (graphify's claude calls carry a single JSON payload, so
concatenating would corrupt it). Adds the CHANGELOG entry.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Extended thinking is on by default on current Claude models, so a response's
content[0] is a ThinkingBlock and the old content[0].text raised AttributeError
on the SDK claude backend. A shape-aware helper (mirroring the existing
_bedrock_response_text) skips leading non-text blocks and returns the first
text block; a thinking-only response falls back to the default. Only the two
SDK claude call sites are touched; the claude-cli JSON-envelope path is unaffected.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
botocore max_attempts counts the initial call, so GRAPHIFY_MAX_RETRIES must
map to _resolve_max_retries() + 1 (a value of 6 -> 7 total attempts; 0 ->
1, i.e. no retry). Also stub botocore.config in the #2288 reasoning-model
test, which broke once #2283 added the botocore.config import.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
The two bedrock-runtime clients (primary extraction in _call_bedrock and
the secondary dispatch path in _call_llm) were built with no botocore
config, so Converse used botocore's 60s default read timeout and ignored
GRAPHIFY_API_TIMEOUT / --api-timeout entirely. A long opus-class
generation then died with "Read timeout on endpoint URL" no matter how
high the timeout was set.
Both client constructions now pass a botocore.config.Config wiring
read_timeout to _resolve_api_timeout() (default 600s), a 10s
connect_timeout, and retries from _resolve_max_retries() in adaptive
mode. This mirrors the fixes that closed the same gap for the claude-cli
subprocess (#1112/#1111) and the secondary LLM dispatch path (#1442) --
bedrock was the last cloud backend still ignoring the knob.
Also updates the README env-var row, which listed the timeout as
applying to HTTP/claude-cli/Anthropic only, and the _fake_boto3 test
fixture to register botocore.config and capture the client config so the
new coverage can assert the timeout is wired.
Converse returns output.message.content as a list of blocks and does not
promise a text block is first. Reasoning-capable models emit a
reasoningContent block ahead of the answer, and toolUse or future block
types can precede it too, but both bedrock call sites indexed position 0:
content", [{}])[0].get("text", "{}")
For those models the default was returned on every call, so _parse_llm_json
saw an empty object, _response_is_hollow reported a hollow result,
finish_reason was rewritten to "length", and the adaptive retry bisected the
chunk. Splitting could not converge because the position assumption fails
identically at every chunk size, and raising GRAPHIFY_MAX_OUTPUT_TOKENS did
nothing because output length was never the constraint. stopReason on those
responses was end_turn, i.e. the model had answered correctly.
Selection now keys on the block's shape rather than its position, at both
_call_bedrock and the bedrock branch of _call_llm. A response whose first
block is already text -- every non-reasoning model today -- is unaffected.
On a 48-document corpus the hollow warnings and the bisection to the
recursion cap disappear, the 17 files previously reported as producing no
nodes are extracted, and output tokens drop from 217,538 to 53,274 as the
wasted retries stop.
Fixes#2287
#1118 — prune stale AST nodes on full re-extraction (#1116)
Stamps every AST-extracted node with _origin="ast" in extract(). On a
full rebuild _rebuild_code drops any AST-marked node absent from the
fresh output even when its source file survives, fixing stale symbols.
Backward-compat: marker-less nodes from pre-1118 graphs survive one
cycle then self-heal.
#1110 — stop reading images and PDFs as garbage in headless extract
Images route through per-backend vision payloads (base64/data-URI/bytes
for claude/openai/bedrock); non-vision backends get _strip_pixels for
graceful degradation. PDFs reuse pypdf. 5MB cap, 20-image chunk limit.
#1159 — Salesforce Apex extractor (.cls, .trigger)
Regex-based extractor: classes, interfaces, enums, methods, triggers,
SOQL/DML edges. No new dependency. Dispatched as .cls and .trigger.
#1107 — Azure OpenAI Service backend (--backend azure)
Uses AzureOpenAI SDK client (from existing openai package). Auto-detects
when AZURE_OPENAI_API_KEY + AZURE_OPENAI_ENDPOINT both set. Uses
max_completion_tokens (not deprecated max_tokens).
#1103 — live PostgreSQL introspection (--postgres DSN)
graphify extract --postgres "postgresql://..." introspects tables, views,
routines, and FK relations via information_schema (SERIALIZABLE READ ONLY).
Credentials sanitized on error. New graphify[postgres] extra (psycopg3).
Union-resolved llm.py conflict: Azure functions + bedrock images= param.
Fixed test_image_vision.py mock to accept timeout= kwarg (our #1112).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
