
    Ki                        d Z ddlmZ ddlmZ ddlmZ ddlmZm	Z	 ddl
mZ dd	lmZ 	 	 d	 	 	 	 	 ddZ	 d	 	 	 	 	 ddZ	 	 d	 	 	 	 	 ddZ	 d	 	 	 	 	 ddZy
)z>Tools 7, 8, 19, 20: embed_graph, get_docs_section, wiki tools.    )annotations)Path)Any   )EmbeddingStoreembed_all_nodes)get_db_path   )
_get_storeNc                   t        |       \  }}t        |      }t        ||      }	 |j                  s%ddd|j	                          |j	                          S t        ||      }|j                         }dd| d| d||d	|j	                          |j	                          S # |j	                          |j	                          w xY w)
a  Compute vector embeddings for all graph nodes to enable semantic search.

    Requires: ``pip install code-review-graph[embeddings]``
    Default model: all-MiniLM-L6-v2. Override via ``model`` param or
    CRG_EMBEDDING_MODEL env var.
    Changing the model re-embeds all nodes automatically.

    Only embeds nodes that don't already have up-to-date embeddings.

    Args:
        repo_root: Repository root path. Auto-detected if omitted.
        model: Embedding model name (HuggingFace ID or local path).
               Falls back to CRG_EMBEDDING_MODEL env var, then
               all-MiniLM-L6-v2.

    Returns:
        Number of nodes embedded and total embedding count.
    )modelerrorz_sentence-transformers is not installed. Install with: pip install code-review-graph[embeddings]statusr   okz	Embedded z  new node(s). Total embeddings: z . Semantic search is now active.)r   summarynewly_embeddedtotal_embeddings)r   r	   r   	availablecloser   count)	repo_rootr   storerootdb_path	emb_storer   totals           h/home/jay/workspace/scripts/.codegraph-venv/lib/python3.12/site-packages/code_review_graph/tools/docs.pyembed_graphr      s    , Y'KE4$Gwe4I""!N, 	 )	:! N+ ,%%*G ,11 - %	
 	 	s   B# )B# #"Cc                   ddl }g }|r|j                  t        |             	 t        |      \  }}||vr|j                  |       t        t              j                  j                  j                  dz  dz  }|j                         r+|j                  j                  }||vr|j                  |       |D ]  }|dz  dz  }	|	j                         s|	j                  d      }
|j                  d|j                  |        d|
|j                  |j                  z        }|snd	| |j                  d
      j                         dc S  g d}dd|  ddj!                  |       dS # t        t
        f$ r Y 4w xY w)aD  Return a specific section from the LLM-optimized reference.

    Used by skills and Claude Code to load only the exact documentation
    section needed, keeping token usage minimal (90%+ savings).

    Args:
        section_name: Exact section name. One of: usage, review-delta,
                      review-pr, commands, legal, watch, embeddings,
                      languages, troubleshooting.
        repo_root: Repository root path. Auto-detected from current
                   directory if omitted.

    Returns:
        The section content, or an error if not found.
    r   NdocszLLM-OPTIMIZED-REFERENCE.mdzutf-8)encodingz<section name="z">(.*?)</section>r   r
   )r   sectioncontent)	usagezreview-deltaz	review-prcommandslegalwatch
embeddings	languagestroubleshooting	not_foundz	Section 'z' not found. Available: z, r   )reappendr   r   RuntimeError
ValueError__file__parentexists	read_textsearchescapeDOTALL
IGNORECASEgroupstripjoin)section_namer   _research_roots_r   pkg_docspkg_rootsearch_root	candidater$   matchr   s                r   get_docs_sectionrE   K   s   $ !LDO,Y'4|#% 	X$$++
	
&	' 
 ??))<')# &(+GG	))7);GJJ"3::l#;"< =# #

S^^+	E "+${{1~335 "I
 ~ &))I./1 G *% s   #E) )E<;E<c           
        ddl m} ddlm} t	        |       \  }}	  ||      dz  } ||||      }|d   |d   z   |d   z   }d	d
|d    d|d    d|d    d| d	t        |      d||j                          S # t        $ r(}	dt        |	      dcY d}	~	|j                          S d}	~	ww xY w# |j                          w xY w)a  Generate a markdown wiki from the community structure.

    [DOCS] Creates a wiki page for each detected community and an index
    page. Pages are written to ``.code-review-graph/wiki/`` inside the
    repository. Only regenerates pages whose content has changed unless
    force=True.

    Args:
        repo_root: Repository root path. Auto-detected if omitted.
        force: If True, regenerate all pages even if content is unchanged.

    Returns:
        Status with pages_generated, pages_updated, pages_unchanged counts.
    r   get_data_dir)generate_wikiwiki)forcepages_generatedpages_updatedpages_unchangedr   zWiki generated: z new, z
 updated, z unchanged (z total pages))r   r   wiki_dirr   r   N)incrementalrH   rJ   rI   r   strr   	Exception)
r   rK   rH   rI   r   r   rO   resultr   excs
             r   generate_wiki_funcrU      s    $ +$Y'KE4%.uhe<$%_%&&'( 	 "6*;#<"=V/*+:+,- .7-)
 H

 

 	  6!CH556 	s0   AA: :	B+B&B+B. &B++B. .C c                    ddl m} ddlm} t	        |      \  }} ||      dz  } |||       }|	dd|  ddS d	d
|  dt        |       d|dS )a  Retrieve a specific wiki page by community name.

    [DOCS] Returns the markdown content of the wiki page for the given
    community. The wiki must have been generated first via generate_wiki.

    Args:
        community_name: Community name to look up (slugified for filename).
        repo_root: Repository root path. Auto-detected if omitted.

    Returns:
        Page content or not_found status.
    r   rG   )get_wiki_pagerJ   r,   zNo wiki page found for 'z'.)r   r   r   zWiki page for 'z' (z chars))r   r   r$   )rP   rH   rJ   rW   r   len)community_namer   rH   rW   r?   r   rO   r$   s           r   get_wiki_page_funcrZ      s{      +$#GAtD!F*HHn5G!1.1AD
 	

 n-SWgF     )NN)r   
str | Noner   r\   returndict[str, Any])N)r<   rQ   r   r\   r]   r^   )NF)r   r\   rK   boolr]   r^   )rY   rQ   r   r\   r]   r^   )__doc__
__future__r   pathlibr   typingr   r)   r   r   rP   r	   _commonr   r   rE   rU   rZ    r[   r   <module>rf      s    D "   8 %  !222 2v 04FF",FF^ !,,, ,l !!!! !r[   