Anton_wireframe/app/services/__pycache__/llm_parser.cpython-312.pyc

Ë
[WæhØ’ãóÜ—dd
lZdd
l
Z
dd
lZdd
lZddlmZ
dd
lZddlm	Z	
ddl
mZmZm
Z
mZmZmZmZ
ddlmZ
ddlmZ
ddlmZmZ
ddlmZ
Gd	„d
e«ZGd„de«ZGd
„d«Zy
)éN)
ÚOptional)
Úget_db_session)Ú
CompanyMemberÚCompanyTableÚ	FundTableÚInvestmentStageTableÚInvestorMemberÚ
InvestorTableÚSectorTable)
Ú
ChatOpenAI)
Ú	BaseModel)ÚCompanyDataÚInvestorData)
ÚSessioncó<—eZ
dZUd
ZdZeed<dZeed<dZ	eed<y)	ÚCurrencyConversionz,Schema for LLM currency conversion responsesrÚ
amount_usdÚhighÚ
confidenceÚÚnotesN)
Ú__name__Ú
__module__Ú__qualname__Ú__doc__rÚintÚ__annotations__rÚstrr©óúN/home/oluwasanmi/Documents/Work/MKD/anton_wireframe/app/services/llm_parser.pyrrs"…Ù6à€J�ÓØ€J�ÓØ€Eˆ3„Or rcóJ—eZ
dZUd
ZdZeed<dZeed<dZe	ed<dZ
e	ed<y	)
ÚCheckSizeRangezFSchema for LLM check size range parsing from estimated investment sizerÚlower_bound_usdÚupper_bound_usdrrrrN)rrrrr$rrr%rrrrr r!r#r# s,…ÙPà€O�SÓØ€O�SÓØ€J�ÓØ€Eˆ3„Or r#có,—eZ
dZd
„Zdedeefd„Zdedeeeeeffd„Z	dedee
fd„Zd	ed
ededee
fd„Z	d)d	ed
edededee
f
d„Z
dede
deefd„Zdede
deefd„Zdededefd„Zdededefd„Zdededefd„Z	d*dedededefd„Z	d+dej:dededeeezfd„Zd edej:d!edee
fd"„Z	d,d#ej@d$ed%efd&„Z!d edej:d!edee
fd'„Z"	d,d#ej@d$ed%efd(„Z#y
)-ÚInvestorProcessorc
ór
—t
tjd
«
ddd¬«|_|jj	t
«
|_|jj	t«
|_|jj	t«
|_
|jj	t«
|_y)NÚOPENROUTER_API_KEYzhttps://openrouter.ai/api/v1zopenai/gpt-4o-minir)Úapi_keyÚbase_urlÚmodelÚtemperature)
rÚosÚgetenvÚllmÚwith_structured_outputrÚcurrency_converter_llmr#Úcheck_size_parser_llmrÚinvestor_structured_llmrÚcompany_structured_llm)
Úselfs
 r!Ú__init__zInvestorProcessor.__init__*s‰€ÜÜ—I‘IÐ2Ó3Ø3Ø&Øô	
ˆŒð'+§h¡h×&EÑ&EÜó'
ˆÔ#ð&*§X¡X×%DÑ%DÄ^Ó%TˆÔ"ð(,§x¡x×'FÑ'FÄ|Ó'TˆÔ$Ø&*§h¡h×&EÑ&EÄkÓ&RˆÕ#r Ú
amount_strÚreturncƒó
K
—|
r
|
d
k(s|
dk(r
y	d|
›d�}|jj|«
ƒd{–—†}|jdkDr|jSdS7Œ!#t$r}t	d|
›d|›�«

Yd}~yd}~w
wxYw
­w
)	zØ
        Use LLM to convert currency amounts to USD integers.
        Handles formats like:
        - "EUR 850,000,000"
        - "$5M"
        - "GBP 10-20 million"
        - "Approximately EUR 100 million"
        ú
Not AvailableÚ
0NzáConvert this amount to USD as an integer (whole number, no decimals).
If it's a range, use the midpoint. If already in USD, just extract the number.
Remove all commas and convert millions/billions to actual numbers.

Amount: a



Examples:
- "EUR 850,000,000" -> 935000000 (assuming EUR to USD rate ~1.10)
- "$5M" -> 5000000
- "GBP 10-20 million" -> 18000000 (midpoint 15M * 1.20 rate)
- "Approximately EUR 100 million" -> 110000000

Return only the USD integer amount with current exchange rates.rzError converting currency 'ú': )r2ÚainvokerÚ	ExceptionÚprint)r6r8ÚpromptÚresultÚ
es     r!Úconvert_to_usdz InvestorProcessor.convert_to_usd<s¢èø€ñ˜Z¨?Ò:¸jÈCÒ>OØð	ð	ð
ˆð@
ð	C
ˆFð ×6Ñ6×>Ñ>¸vÓF×FˆFØ(.×(9Ñ(9¸AÒ(=�6×$Ñ$ÐGÀ4ÐGðG
ùäò	ÜÐ/°
¨|¸3¸q¸cÐBÔCÜûð	üsJ‚B
‘$Aµ
A¶AÁ
B
Á
AÁ
B
Á
AÁ	A=Á"A8Á3B
Á8A=Á=B
Úestimated_investment_strcƒóF
K
—|
r
|
d
k(s|
dk(r
y	d|
›d�}|jj|«
ƒd{–—†}|jdkDr|jn
d}|jdkDr|jn
d}||fS7ŒB#t$r}td|
›d	|›�«

Yd}~yd}~w
wxYw
­w
)
aF

        Use LLM to parse check size range from estimated investment size string.
        Returns tuple of (lower_bound_usd, upper_bound_usd).

        Handles formats like:
        - "EUR 1,000 to 2,000"
        - "$100K-$500K"
        - "Between $1M and $5M"
        - "Up to EUR 10 million"
        - "$2M typical"
        r;r<)NNz_Parse this check size/investment range into lower and upper bounds in USD as integers.

Input: a«

Instructions:
- If it's a range (e.g., "EUR 1M to 5M"), extract both bounds
- If it's a single amount (e.g., "$2M typical"), use it as both lower and upper
- If it says "up to X", use 0 as lower and X as upper
- Convert all currencies to USD using current exchange rates
- Return integers (whole numbers, no decimals)

Examples:
- "EUR 1,000 to 2,000" -> lower: 1100, upper: 2200
- "$100K-$500K" -> lower: 100000, upper: 500000
- "Between $1M and $5M" -> lower: 1000000, upper: 5000000
- "Up to EUR 10 million" -> lower: 0, upper: 11000000
- "$2M typical" -> lower: 2000000, upper: 2000000
- "GBP 500K-2M" -> lower: 600000, upper: 2400000

Return the lower and upper bounds in USD.Nrz Error parsing check size range 'r=)r3r>r$r%r?r@)r6rErArBÚlowerÚupperrCs       r!Úparse_check_size_rangez(InvestorProcessor.parse_check_size_range]sÇèø€ñ)Ø'¨?Ò:Ø'¨3Ò.àð	ðà Ð!ð"*ð-ˆFð* ×5Ñ5×=Ñ=¸fÓE×EˆFØ.4×.DÑ.DÀqÒ.H�F×*Ò*ÈdˆEØ.4×.DÑ.DÀqÒ.H�F×*Ò*ÈdˆEؘ%�<ÐðF
ùôò	ÜÐ4Ð5MÐ4NÈcÐRSÐQTÐUÔVÜûð	üs?‚B!
‘$A:µ
A8¶A
A:Á7
B!
Á8
A:Á:	BÂBÂB!
ÂBÂB!
Újson_strcó¾—|
rt
j|
«
r
y
	tj|
«
}|S#tj$r}td|›�«

Yd
}~y
d
}~w
wxYw
)z„
        Manually parse the JSON profile from the CSV.
        Returns a cleaned dictionary with the investor profile data.
        NzError parsing JSON: )ÚpdÚisnaÚjsonÚloadsÚJSONDecodeErrorr@)r6rJÚprofilerCs    r!Úparse_json_profilez$InvestorProcessor.parse_json_profile�sV€ñ
œ2Ÿ7™7 8Ô,Øð	ä—j‘j Ó*ˆG؈NøÜ×#Ñ#ò	ÜÐ(¨¨Ð,Ô-Üûð	úsš1±AÁAÁAÚnameÚwebsiteÚprofile_jsoncƒóØK
—|j
|«
}|s
y
	|
r|
j«n
d
|r|j«n
d
|jd«
|jd«
d
d
d
|jdg«|jdg«|jdg«|jd«
|jdg«|jd	i«ggd
œ}|jdi«}|rnt|t«r^|jd«
}|rK|d
k7rF|j|«
ƒd
{–—†}||d<|jd«
|d<|jd«
|d<|jdg«}	|	D]{}
t|
t«s
Œ|
jd«
s
Œ&|dj
|
jd«
|
jd«
|
jd«
d
|
jd«
dœ«

Œ}|jdg«}|D�
]C}t|t«s
Œ|jd«
d
|jd«
d
d
|jd«
|jd«
d
|jdg«|jdg«dœ
}
|jdg«}|r$t|t«rd j|«
|
d!<|jd"«
}|r%|d
k7r |j|«
ƒd
{–—†}|r||
d#<|jd$«
}|r/|d
k7r*|j|«
ƒd
{–—†\}}|�||
d%<|�||
d&<|dj
|
«

�
ŒF|S7�Œ!7Œi7Œ3#t$r}td'|
›d(|›�«

Yd
}~y
d
}~w
wxYw
­w
))z…
        Process investor profile from CSV data.
        Manually extracts fields and uses LLM only for currency conversion.
        NÚheadquartersÚinvestorDescriptionÚinvestmentThesisFocusÚportfolioHighlightsÚlinkedDocumentsÚresearcherNotesÚmissingImportantFieldsÚsources)rSrTrWÚdescriptionÚaumÚaum_as_of_dateÚaum_source_urlÚinvestment_thesisÚportfolio_highlightsÚlinked_documentsÚresearcher_notesÚmissing_important_fieldsr^Úteam_membersÚfundsÚoverallAssetsUnderManagementÚ	aumAmountr;r`ÚasOfDateraÚ	sourceUrlrbÚseniorLeadershiprSrhÚtitle)rSroÚroleÚemailÚ
source_urlriÚfundNameÚfundSizeSourceUrlÚsourceProviderÚinvestmentStageFocusÚsectorFocus)
Ú	fund_nameÚ	fund_sizeÚfund_size_source_urlÚcheck_size_lowerÚcheck_size_upperrrÚsource_providerÚgeographic_focusÚinvestment_stage_namesÚsector_namesÚgeographicFocusú, r~ÚfundSizeryÚestimatedInvestmentSizer{r|z&Error processing investor profile for ú: )rRÚstripÚgetÚ
isinstanceÚdictrDÚappendÚlistÚjoinrIr?r@)r6rSrTrUrQÚ
investor_dataÚaum_dataÚ
aum_amountÚaum_usdÚsenior_leadershipÚmemberriÚfundÚ	fund_dataÚ	geo_focusÚ
fund_size_strÚ
fund_size_usdÚest_size_strÚcheck_lowerÚcheck_upperrCs                     r!Úprocess_investor_profilez*InvestorProcessor.process_investor_profile syèø€ð×)Ñ)¨,Ó7ˆÙØð[
	ñ)-˜Ÿ
™
œ°$Ù.5˜7Ÿ=™=œ?¸4Ø '§¡¨NÓ ;Ø&Ÿ{™{Ð+@ÓAØØ"&Ø"&Ø%,§[¡[Ð1HÈ"Ó%MØ(/¯©Ð4IÈ2Ó(NØ$+§K¡KÐ0AÀ2Ó$FØ$+§K¡KÐ0AÓ$BØ,3¯K©KÐ8PÐRTÓ,UØ"Ÿ;™; y°"Ó5Ø "ØñˆMð&—{‘{Ð#AÀ2ÓFˆHÙœJ x´Ô6Ø%Ÿ\™\¨+Ó6�
Ù *°Ò"?à$(×$7Ñ$7¸
Ó$C×C�GØ+2�M %Ñ(Ø6>·l±lÀ:Ó6N�MÐ"2Ñ3Ø6>·l±lÀ;Ó6O�MÐ"2Ñ3ð!(§¡Ð,>ÀÓ CÐØ+ò

�ܘf¤dÕ+°·
±
¸6Õ0BØ! .Ñ1×8Ñ8à$*§J¡J¨vÓ$6Ø%+§Z¡Z°Ó%8Ø$*§J¡J¨wÓ$7Ø%)Ø*0¯*©*°[Ó*Añõð

ð—K‘K ¨Ó,ˆEØó&
=�ܘd¤DÕ)à%)§X¡X¨jÓ%9Ø%)Ø04·±Ð9LÓ0MØ,0Ø,0Ø&*§h¡h¨{Ó&;Ø+/¯8©8Ð4DÓ+EØ,0Ø26·(±(Ð;QÐSUÓ2VØ(,¯©°ÀÓ(Cñ!�Ið!%§¡Ð):¸BÓ ?�IÙ ¤Z°	¼4Ô%@Ø8<¿	¹	À)Ó8L˜	Ð"4Ñ5ð%)§H¡H¨ZÓ$8�MÙ$¨¸/Ò)IØ.2×.AÑ.AÀ-Ó.P×(P˜
Ù(Ø5B˜I kÑ2ð$(§8¡8Ð,EÓ#F�LÙ#¨¸Ò(GØ9=×9TÑ9TØ(ó:÷4Ñ0˜ [ð'Ð2Ø<G˜IÐ&8Ñ9Ø&Ð2Ø<G˜IÐ&8Ñ9à! 'Ñ*×1Ñ1°)Ö<ðM
&
=ðP
!Ð ð{
D
ùðX
)Q
øð4ùôò	ÜÐ:¸4¸&ÀÀ1À#ÐFÔGÜûð	üsz‚M*
˜DMÄ
L<ÄAMÅ5MÆBMÈC
MË
L?Ë7MÌ

M
Ì-MÌ;
M*
Ì<
MÌ?
MÍ

MÍ	M'ÍM"ÍM*
Í"M'Í'M*
NÚinvestor_namescƒóîK
—|j
|«
}|s
y
	|
r|
j«n
d
d
gdœ}|jdg«}|s|jdg«}|D]j}t|t«s
Œ|jd«
s
Œ&|dj|jd«
|jd«
|jd«
d	œ«

Œl|jd
d«}	|	rdgd¢
}
|
D][}t
j||	tj«}|s
Œ+	t|jd
«
«
}
d|
cxkrdkrn
n|
|d<
|SŒ]|S#t$r
YŒkwxYw
#t$r}td|
›d|›�«

Yd
}~y
d
}~w
wxYw
­w
)zŠ
        Process company profile from CSV data.
        Only extracts founded_year and key_executives - rest is in base database.
        N)rSÚfounded_yearÚkey_executivesÚ
keyExecutivesrnrSrŸrorm)rSrorrÚcompanyDescriptionr)zfounded in (\d{4})zfounded (\d{4})uGegründet (\d{4})zestablished in (\d{4})z
since (\d{4})z\((\d{4})\)é
iliéržz%Error processing company profile for r…)
rRr†r‡rˆr‰rŠÚreÚsearchÚ
IGNORECASErÚgroupr?r@)r6rSrTrUrœrQÚcompany_datarŸÚexec_memberr_Ú
year_patternsÚpatternÚmatchÚyearrCs               r!Úprocess_company_profilez)InvestorProcessor.process_company_profile
sŒ
èø€ð×)Ñ)¨,Ó7ˆÙØð3	ñ)-˜Ÿ
™
œ°$Ø $Ø"$ñˆLð%Ÿ[™[¨¸"Ó=ˆNÙ!à!(§¡Ð-?ÀÓ!D�à-ò
�ܘk¬4Õ0°[·_±_ÀVÕ5LØ Ð!1Ñ2×9Ñ9à$/§O¡O°FÓ$;Ø%0§_¡_°WÓ%=Ø*5¯/©/¸+Ó*Fñõð
ð"Ÿ+™+Ð&:¸BÓ?ˆKÙò!�
ð -ò	%�GÜŸI™I g¨{¼B¿M¹MÓJ�EÚð%Ü#& u§{¡{°1£~Ó#6˜DØ# tÔ3¨tÕ3Ø?C ¨^Ñ <Ø %ð Ðøð	%ð Ðøô )ò
%Ù$ð
%ûô
ò	ÜÐ9¸$¸¸rÀ!ÀÐEÔFÜûð	üsl‚E5
˜AEÁ,EÁ>BEÄ-D?Ä8EÄ:
E5
Ä;EÄ>
E5
Ä?	EÅEÅ

EÅEÅ	E2ÅE-Å(E5
Å-E2Å2E5
Údbr§có˜—	|
j
t«
j|d
¬«
j«}|r|}|j	d«
r|d|_nt
d|d
›d�«

y|
j
t«
j|j¬«
j«
|j	dg«D]Y}t|j	d
«
|j	d	«
|j	d
«
|j¬«}|
j|«

Œ[|S#t$r(}t
d|›�«

|
j«
Yd}~yd}~w
wxYw
)
z\Save manually parsed company data to database - only updates founded_year and key_executivesrS©
rSržuâš ï¸�  Company 'z'' not found in base database - skippingN)
Ú
company_idrŸrorr)rSrpÚlinkedinr±z"Error saving company to database: )
ÚqueryrÚ	filter_byÚfirstr‡ržr@rÚidÚdeleteÚaddr?Úrollback)r6r®r§Úexisting_companyÚcompanyÚ	exec_datar’rCs        r!Ú_save_parsed_company_to_dbz,InvestorProcessor._save_parsed_company_to_dbH
s=
€ð&	ð—‘œÓ&×0Ñ0°lÀ6Ñ6JÐ0ÓK×QÑQÓSð
ñ à*�Ø×#Ñ# NÔ3Ø+7¸Ñ+G�GÕ(ôØ'¨°VÑ(<Ð'=Ð=dÐeôðð
�H‰H”]Ó#×-Ñ-¸¿¹Ð-ÓD×KÑKÔMà)×-Ñ-Ð.>ÀÓCò	
�	Ü&Ø"Ÿ™ vÓ.Ø"Ÿ™ wÓ/Ø&Ÿ]™]Ø$óð 'Ÿz™zô
�ð—‘�v•ð	
ðˆNøäò	ÜÐ6°q°cÐ:Ô;Ø�K‰KŒMÜûð	ús‚A(DÁ+B,DÄ	E	Ä!EÅE	r�cóð
—	|
j
t«
j|d
¬«
j«}|�
r³|}|j	d«
x
s
|j
|_|j	d«
x
s
|j|_|j	d«
x
s
|j|_|j	d«
x
s
|j|_|j	d«
x
s
|j|_	|j	d«
x
s
|j|_
|j	d	«
x
s
|j|_|j	d
«
x
s
|j|_|j	d«
x
s
|j|_
|j	d«
x
s
|j|_|j	d
«
x
s
|j|_|j	d«
x
s
|j |_nðt|d
|j	d«
|j	d«
|j	d«
|j	d«
|j	d«
|j	d«
|j	d	«
|j	d
«
|j	d«
|j	d«
|j	d
«
|j	d«
¬«
}|
j#|«

|
j%«
|r=|
j
t&«
j|j(¬«
j+«
|j	dg«D]y}t'|j	d
«
|j	d«
|j	d«
|j	d«
|j	d«
|j(¬«}|
j#|«

Œ{|r=|
j
t,«
j|j(¬«
j+«
|j	dg«D�
]B}t-|j(|j	d«
|j	d«
|j	d«
|j	d«
|j	d«
|j	d«
|j	d«
|j	d«
¬«	}|
j#|«

|
j%«
|j	d g«D]/}	|j/|
|	«}
|j0j3|
«

Œ1|j	d!g«D]/}|j5|
|«}|j6j3|«

Œ1�
ŒE|S#t8$r(}
t;d"|
›�«

|
j=«
Yd#}
~
y#d#}
~
w
wxYw
)$z.Save manually parsed investor data to databaserSr°rTrWr_r`rarbrcrdrerfrgr^)
rSrTrWr_r`rarbrcrdrerfrgr^)
Úinvestor_idrhrprorqrr)rSrprorqrrr¿rirxryrzr{r|r}r~)	r¿rxryrzr{r|rrr}r~rr€z#Error saving investor to database: N)r³r
r´rµr‡rTrWr_r`rarbrcrdrerfrgr^r¸Úflushr	r¶r·rÚ_get_or_create_investment_stageÚinvestment_stagesrŠÚ_get_or_create_sectorÚsectorsr?r@r¹)r6r®r�Úexisting_investorÚinvestorÚmember_datar’r”r“Ú
stage_nameÚstageÚsector_nameÚsectorrCs              r!Ú_save_parsed_investor_to_dbz-InvestorProcessor._save_parsed_investor_to_dbt
sê€ðr
	ð—‘œÓ'×1Ñ1°}ÀVÑ7LÐ1ÓM×SÑSÓUð
ò!à,�Ø#0×#4Ñ#4°YÓ#?Ò#SÀ8×CSÑCS�Ô à!×%Ñ% nÓ5ÒN¸×9NÑ9NðÔ%ð"×%Ñ% mÓ4ÒL¸×8LÑ8LðÔ$ð -×0Ñ0°Ó7ÒG¸8¿<¹<�”à!×%Ñ%Ð&6Ó7ÒR¸8×;RÑ;RðÔ'ð"×%Ñ%Ð&6Ó7ÒR¸8×;RÑ;RðÔ'ð"×%Ñ%Ð&9Ó:ÒX¸h×>XÑ>XðÔ*ð"×%Ñ%Ð&<Ó=ò
5Ø×4Ñ4ðÔ-ð
"×%Ñ%Ð&8Ó9ÒV¸X×=VÑ=VðÔ)ð"×%Ñ%Ð&8Ó9ÒV¸X×=VÑ=VðÔ)ð"×%Ñ%Ð&@ÓAò
9Ø×8Ñ8ðÔ1ð$1×#4Ñ#4°YÓ#?Ò#SÀ8×CSÑCS�Õ ô)Ø& vÑ.Ø)×-Ñ-¨iÓ8Ø!.×!2Ñ!2°>Ó!BØ -× 1Ñ 1°-Ó @Ø%×)Ñ)¨%Ó0Ø#0×#4Ñ#4Ð5EÓ#FØ#0×#4Ñ#4Ð5EÓ#FØ&3×&7Ñ&7Ð8KÓ&LØ)6×):Ñ):Ð;QÓ)RØ%2×%6Ñ%6Ð7IÓ%JØ%2×%6Ñ%6Ð7IÓ%JØ-:×->Ñ->Ø2ó.ð*×-Ñ-¨iÓ8ô�ð"—‘�xÔ Ø—‘”
ñ!Ø—‘œÓ(×2Ñ2¸x¿{¹{Ð2ÓK×RÑRÔTà,×0Ñ0°ÀÓDò	
�Ü'Ø$Ÿ™¨Ó0Ø$Ÿ™¨Ó0Ø%Ÿ/™/¨'Ó2Ø%Ÿ/™/¨'Ó2Ø*Ÿ™¨|Ó<Ø (§¡ô
�ð—‘�v•ð	
ñ!Ø—‘œÓ#×-Ñ-¸(¿+¹+Ð-ÓF×MÑMÔOà*×.Ñ.¨w¸Ó;ó
0�	Ü Ø (§¡Ø'Ÿm™m¨KÓ8Ø'Ÿm™m¨KÓ8Ø)2¯©Ð7MÓ)NØ%.§]¡]Ð3EÓ%FØ%.§]¡]Ð3EÓ%FØ(Ÿ}™}¨\Ó:Ø$-§M¡MÐ2CÓ$DØ%.§]¡]Ð3EÓ%Fô
�ð—‘�t”Ø—‘”
ð#,§-¡-Ð0HÈ"Ó"Mò9�JØ ×@Ñ@ÀÀZÓP�EØ×*Ñ*×1Ñ1°%Õ8ð9ð
$-§=¡=°ÀÓ#Dò0�KØ!×7Ñ7¸¸KÓH�FØ—L‘L×'Ñ'¨Õ/ò0ð+
0ð2ˆOøäò	ÜÐ7¸
°sÐ;Ô<Ø�K‰KŒMÜûð	ús‚U
UÕ	U5Õ
U0Õ0U5rÈcóà—d
dlm
}
|
j|«
j|j|k(«
j«}|s*||¬«
}|
j
|«

|
j«
|S)z/Get existing investment stage or create new oner)
rr°)Ú	db.modelsrr³ÚfilterrSrµr¸rÀ)r6r®rÈrrÉs     r!rÁz1InvestorProcessor._get_or_create_investment_stageì
s`€õ	3ð
�H‰HÐ)Ó*ß
‰VÐ(×-Ñ-°Ñ;Ó
<ß
‰U‹Wð	ñ
Ù(¨jÔ9ˆEØ�F‰F�5ŒMØ�H‰HŒJ؈r rÊcóê—|
j
t«
jtj|k(«
j	«}|s-t|¬
«
}|
j|«

|
j
«
|S)z%Get existing sector or create new oner°)r³rrÏrSrµr¸rÀ)r6r®rÊrËs    r!rÃz'InvestorProcessor._get_or_create_sectorý
sU€à—‘œ+Ó&×-Ñ-¬k×.>Ñ.>À+Ñ.MÓN×TÑTÓVˆÙÜ  kÔ2ˆFØ�F‰F�6ŒNØ�H‰HŒJ؈
r c	ód—t
|jj|jj|jj|jj
|jj|jj|jj¬
«}|
j|«

|
j«
|jD]J}t|j|j|j|j¬«}|
j|«

ŒL|j D]9}|j#|
|j«}|j j%|«

Œ;|j&D]@}t)|ggg¬«}	|j+|
|	d¬«}
|j&j%|
«

ŒB|S)zSave investor data to database)rSr_r`r{r|r~Únumber_of_investments)rSrprqr¿)r»rÄÚmembersÚ	investorsT)
Úskip_investors)r
rÆrSr_r`r{r|r~rÒr¸rÀrhr	rprqr¶rÄrÃrŠÚportfolio_companiesrÚ_save_company_to_db)r6r®r�rÆrÇr’Úsector_datarËÚcompany_schemar§r»s           r!Ú_save_investor_to_dbz&InvestorProcessor._save_investor_to_dbsƒ
€ô
!Ø×'Ñ'×,Ñ,Ø%×.Ñ.×:Ñ:Ø×&Ñ&×*Ñ*Ø*×3Ñ3×DÑDØ*×3Ñ3×DÑDØ*×3Ñ3×DÑDØ"/×"8Ñ"8×"NÑ"Nô
ˆð	�‰ˆxÔØ
�‰Œ
ð)×5Ñ5ò	ˆKÜ#Ø ×%Ñ%Ø ×%Ñ%Ø!×'Ñ'Ø$ŸK™Kô	ˆFð
�F‰F�6�Nð	ð)×0Ñ0ò	,ˆKØ×/Ñ/°°K×4DÑ4DÓEˆFØ×Ñ×#Ñ# FÕ+ð	,ð
,×?Ñ?ò		9ˆNä&Ø&ØØØô	ˆLð×.Ñ.¨r°<ÐPTÐ.ÓUˆGØ×(Ñ(×/Ñ/°Õ8ð		9ðˆr rÕcóh—|
j
t«
jtj|jjk(«
j«}|r|St|jj|jj|jj|jj|jj|jj¬
«}|
j|«

|
j«
|jD]W}|js
Œt|j|j|j |j"¬«}|
j|«

ŒY|j$D]9}|j'|
|j«}	|j$j)|	«

Œ;|s||j*D]m}
|
j
t,«
jt,j|
jk(«
j«}|s
ŒS|j*j)|«

Œo|S)zSave company data to database)rSÚindustryÚlocationr_ržrT)rSr²rpr±)r³rrÏrSr»rµrÜrÝr_ržrTr¸rÀrÓrr²rpr¶rÄrÃrŠrÔr
)r6r®r§rÕrºr»rÇr’rØrËr�rÅs            r!r×z%InvestorProcessor._save_company_to_db4sÐ
€ð
�H‰H”\Ó"ß
‰V”L×%Ñ%¨×)=Ñ)=×)BÑ)BÑBÓ
Cß
‰U‹Wð	ñ
Ø#Ð#ôØ×%Ñ%×*Ñ*Ø!×)Ñ)×2Ñ2Ø!×)Ñ)×2Ñ2Ø$×,Ñ,×8Ñ8Ø%×-Ñ-×:Ñ:Ø ×(Ñ(×0Ñ0ô