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Graph Report - worked/httpx/raw (2026-04-05)

Corpus Check

  • 6 files · ~2,047 words
  • Verdict: corpus is large enough that graph structure adds value.

Summary

  • 144 nodes · 330 edges · 6 communities detected
  • Extraction: 53% EXTRACTED · 47% INFERRED · 0% AMBIGUOUS
  • Token cost: 0 input · 0 output

God Nodes (most connected - your core abstractions)

  1. Client - 26 edges
  2. AsyncClient - 25 edges
  3. Response - 24 edges
  4. Request - 21 edges
  5. BaseClient - 18 edges
  6. HTTPTransport - 17 edges
  7. BaseTransport - 16 edges
  8. AsyncHTTPTransport - 15 edges
  9. Headers - 15 edges
  10. Timeout - 14 edges

Surprising Connections (you probably didn't know these)

  • Timeout --uses--> URL [INFERRED] worked/httpx/raw/client.py → worked/httpx/raw/models.py
  • Timeout --uses--> Headers [INFERRED] worked/httpx/raw/client.py → worked/httpx/raw/models.py
  • Timeout --uses--> Cookies [INFERRED] worked/httpx/raw/client.py → worked/httpx/raw/models.py
  • Timeout --uses--> BaseTransport [INFERRED] worked/httpx/raw/client.py → worked/httpx/raw/transport.py
  • Timeout --uses--> HTTPTransport [INFERRED] worked/httpx/raw/client.py → worked/httpx/raw/transport.py

Communities

Community 0 - "Community 0"

Cohesion: 0.11 Nodes (8): ConnectError, AsyncBaseTransport, AsyncHTTPTransport, BaseTransport, ConnectionPool, HTTPTransport, MockTransport, ProxyTransport

Community 1 - "Community 1"

Cohesion: 0.13 Nodes (9): Auth, BasicAuth, BearerAuth, DigestAuth, NetRCAuth, Limits, Timeout, Request (+1 more)

Community 2 - "Community 2"

Cohesion: 0.12 Nodes (3): AsyncClient, BaseClient, Client

Community 3 - "Community 3"

Cohesion: 0.11 Nodes (3): Cookies, Headers, URL

Community 4 - "Community 4"

Cohesion: 0.16 Nodes (20): Exception, CloseError, ConnectTimeout, CookieConflict, DecodingError, HTTPError, HTTPStatusError, InvalidURL (+12 more)

Community 5 - "Community 5"

Cohesion: 0.28 Nodes (3): build_url_with_params(), flatten_queryparams(), primitive_value_to_str()

Suggested Questions

Questions this graph is uniquely positioned to answer:

  • Why does Client connect Community 2 to Community 0, Community 1, Community 3, Community 4? High betweenness centrality (0.177) - this node is a cross-community bridge.
  • Why does Response connect Community 1 to Community 0, Community 2, Community 3, Community 4? High betweenness centrality (0.168) - this node is a cross-community bridge.
  • Why does AsyncClient connect Community 2 to Community 0, Community 1, Community 3, Community 4? High betweenness centrality (0.165) - this node is a cross-community bridge.
  • Are the 12 inferred relationships involving Client (e.g. with Request and Response) actually correct? Client has 12 INFERRED edges - model-reasoned connections that need verification.
  • Are the 12 inferred relationships involving AsyncClient (e.g. with Request and Response) actually correct? AsyncClient has 12 INFERRED edges - model-reasoned connections that need verification.
  • Are the 18 inferred relationships involving Response (e.g. with Timeout and Limits) actually correct? Response has 18 INFERRED edges - model-reasoned connections that need verification.
  • Are the 18 inferred relationships involving Request (e.g. with Timeout and Limits) actually correct? Request has 18 INFERRED edges - model-reasoned connections that need verification.