P1i; dZddlZddlZddlmZddlmZddlmZddl m Z eje Z ddd d d d d ddd ZddddddZdddddddddd d!d"d# Zd$Zd%Zd&Zd'Zd(Zd+d)Zd,d*Zy)-z Number Power analysis utilities for AI processing. This module provides functions to prepare data for AI analysis of Number Power charts. N)timezone)PromptTemplate)LLMServiceFactory)filter_prompt_for_responseu自信 (Confidence)u妥协 (Compromise)u选择 (Choice)u成功 (Success)u自由 (Freedom)u平静 (Calmness)u洞察 (Insight)u利他 (Altruism)u#机会/成功 (Opportunity/Success))  u木u火u土u金u水woodfireearthmetalwateru 鼠 (Rat)u牛 (Ox)u 虎 (Tiger)u 兔 (Rabbit)u 龙 (Dragon)u 蛇 (Snake)u 马 (Horse)u 羊 (Goat)u 猴 (Monkey)u 鸡 (Rooster)u 狗 (Dog)u 猪 (Pig)) rrrr r r r r rr c6tj|d|dS)z#Get personality title for a number.z Unknown ())NUMBER_PERSONALITYget)numbers :/home/cursorai/projects/iching/ai/utils/number_analysis.pyget_personality_titler5s  ! !&IfXQ*? @@c<dddddd}|j|d|S)z+Get element profile description in Chinese.u-生长性、适应性、灵活性、扩展性u0热情、有活力、表现力强、充满活力u!稳定、滋养、支持、扎根u'精确、有结构、有条理、专注u'流动、直觉、适应性强、灵活ru未知元素: )r)elementprofiless rget_element_profiler#9s5@B4:: H <<>'!; <z(prepare_number_prompt..s3bDaqCFDano_nosz{{missing_numbers}}c32K|]}t|ywrLrMrOs rrRz(prepare_number_prompt..s3dDcqCFDcrShave_nosz{{present_numbers}}zodiacz{{zodiac_name}} zodiac_boostu无z{{zodiac_boost_numbers}} number_5ecinfru元素 : z{{element_counts}}z{{strongest_element}}z{{weakest_element}}pairs81z{{z}}z{{current_year}} year_numberz{{year_number}}year_5ez{{year_element}}z{{year_element_relationship}}z Placeholder z has None value)! number_resultloggererrornameidrobjectsrcontent DoesNotExist Exceptionget_gender_display birth_datestrftime birth_timerNrr,joinr*floatitemslistkeysr%appendrArnowyearr1warningreplace)personcustom_template number_datatemplate_contenttemplatee replacementspersonal_numberr-r)rXelement_countsformatted_element_countsstrongest_elementweakest_element max_count min_count element_numcount element_namer@formatted_pairskeyvalue current_yearr]r. placeholders rprepare_number_promptrs    Efkk]RTU[U^U^T__uvw&&K'  %--11(S[1\H'// L &{{L!'!:!:!L&',A/,RL()#{I>+8+<+<=MO_+`L'('*+//&(*K&LL"#*.))3bKOOT\^`Da3b*bL&'*.))3dKOOT^`bDc3d*dL&' OOHh7M&5m&DL"#??>26LJVtyy/F\aL+,!__\26N! O %L "0"6"6"8 K(,,T-2D2D2F-GKHXYZHZ-[_fgrfs]tuL $ + +|nBug,F Gy ! $0!y UQY! ".#9*.3K)LL%&,=L()*9L&' OOIr *E)%0O%++- U). tC5%&.<<>&&L'*<'8L#$//-3K&)+&6L"#??9i8L'4'8'8|'TL#$5MM]_k4lL01+002 U = NN\+oF G/77 XN /77 UK  3 w**  LLG H  LL6qc: ; s-P(Q-Q5QQc  |r|s ddlm}|d}|xs|d}|xs|d}tjd|jd|d| t j |}tjd |jj|r* |j|tjd | t|}tjdt!|d tjd|j#|dd}tjd|r t!|ndd|s tjdtd |j%} d } dd l} | j)d| | j*} | rn| j-dj%} | j/d d!| | j*"j%} tjd#t!| d| j)d$| | j*} | r6| j-dj%}|} tjd% t1j2| }|} tjd& t9|d|xsd-}|}tjd.|d/| | t;|||d1}| r| |d2<tjd3d4j=|j? ||_ tCjD|_#d7|_$|jKgd89tjd:|j|j@S#t$r=}tjd t|td t|d }~wwxYw#t$rC}tjd|dt|td|dt|d }~wwxYw#t$r=}tjdt|tdt|d }~wwxYw#t$r=}tjdt|tdt|d }~wwxYw#t0j4$r,}tj7d't|Yd }~Jd }~wwxYw#t$rY}tjd(t|tjd)|d d*d+td,t|d }~wwxYw#t$r8}tjd0t||xsd-}|xsd-}Yd }~d }~wwxYw#t$r=}tjd5t|td6t|d }~wwxYw#t$r=}tjd;t|td?d }~wwxYw)@a Analyze a person's Number Power chart using AI. This function uses the active template from the database if available, otherwise falls back to the file system template. Args: person: Person object to analyze model_key: Optional model key to use (from settings.GROQ_MODELS or settings.OPENAI_MODELS) provider: Optional LLM provider to use ('groq' or 'openai') Returns: Dictionary with analysis results r) get_ai_configrprovidermodelz'Starting Number analysis for person id=z using provider=z, model=zCreated LLM service: zFailed to create LLM service: z"Could not initialize LLM service: NzChanged model to zFailed to change model to r[zCould not change model to z6Prepared Number prompt using active template, length: z charactersz!Failed to prepare Number prompt: z!Could not prepare Number prompt: zRequesting LLM completiongffffff?i)prompt temperature max_tokenszReceived LLM response, length: zLLM returned empty responsezEmpty response from LLM servicezFailed to get LLM completion: z+Error getting completion from LLM service: z(.*?)rz.*?)flagsz$Extracted thinking content, length: z```(?:json)?(.*?)```z Extracted content from backticksz$Successfully parsed analysis as JSONz*Analysis not valid JSON, using as string: z Failed to process LLM response: zRaw analysis: dz...zError processing LLM response: rHz Used model: z , provider: z!Failed to get model information: )number_analysisrrrthinkz+Prepared AI analysis dictionary with keys: rJz*Failed to prepare ai_analysis dictionary: z%Error preparing analysis dictionary: completed)number_ai_analysisnumber_analysis_timestampnumber_analysis_status) update_fieldsz1Successfully saved number analysis for person id=z*Failed to save analysis to person object: z#Error saving analysis to database: z"Error analyzing Number for person T)exc_info)&ai.utils.configrr`inforcr get_servicedebug __class____name__rgrarNr' change_modelrr?get_completionstripresearchDOTALLgroupsubjsonloadsJSONDecodeErrorrtgetattrrrlrprrrrrrsave)rv model_keyrrconfig llm_servicer{r raw_analysisanalysisthinking_contentrthinking_matchbackticks_matchbackticks_content json_datajson_err used_model used_provider ai_analysiss ranalyze_numberrscy 5"8,F56*#5H!4VG_I =fii[HXYaXbbjktjuvw L+77AK LL01F1F1O1O0PQ R  U((3 0 <= K*62F LLQRUV\R]Q^^ij k U LL4 6&556L LL:P\3|;Lbc:ddop q :; !BCC  %%' IYY'>"))TN#1#7#7#:#@#@#B 66"7XRYY6W]]_ CCHXDYCZZefg ii(?299UO$3$9$9!$<$B$B$D!, ?@ ] JJx0 $ CD 2 gy7MINJ$M LL< |< O P O#+4V<)# K  '7 G$ LLFtyyQ\QaQaQcGdFef g M(3F %/7||~F ,,7F ) KK&sK t KKKFII;W X(((i L LL9#a&B CA#a&JK K L U 9)Bs1vhOP #=i[3q6(!STT U  K LL,t*<)=SA B>s1vhGH H I 2 LLAW X) N/28N**N//X2 O>;>O99O>>X Q 8QQX R8R  RXS&!S S SS T7AT22T77X: U;-U60X6U;;X> W8V??WX X 8XX  X Y1Y  YrL)NN)__doc__loggingr django.utilsr ai.modelsrai.services.factoryriching.utils.utilsr getLoggerrr`rr,r&rr#r*r1rArrrrrs  !$19   8 $,          A =1BBtlrr