From a7d187050dafc6fdcaa4a7d2d726f546da19bdca Mon Sep 17 00:00:00 2001
From: chrwm <christoph.muschner@rl-institut.de>
Date: Wed, 26 Apr 2023 16:40:06 +0200
Subject: [PATCH 1/7] Add script to get es_structure from B&W share

The script merges the "Processes" table and "input_output" table.
`default` parameters are set for the processes from "Process" table.
---
 scripts/sedos_structure_parser.py | 60 +++++++++++++++++++++++++++++++
 1 file changed, 60 insertions(+)
 create mode 100644 scripts/sedos_structure_parser.py

diff --git a/scripts/sedos_structure_parser.py b/scripts/sedos_structure_parser.py
new file mode 100644
index 0000000..7eddcab
--- /dev/null
+++ b/scripts/sedos_structure_parser.py
@@ -0,0 +1,60 @@
+import pandas as pd
+
+
+def parse_es_structure(file_path: str, output_path: str) -> None:
+    """
+    Parses the es_structure in SEDOS project from two different B&W share tables.
+
+    Parameters
+    ----------
+    file_path: str
+        Path to B&W raw xlsx
+    output_path: str
+        Path to output file
+
+    Returns
+    -------
+    None
+    """
+
+    # structure_file = settings.STRUCTURES_DIR / f"{default_structure}.csv"
+    processes = pd.read_excel(
+        io=file_path, engine="openpyxl", sheet_name="Processes", usecols=["Input", "Process", "Output"]
+    )
+
+    input_output = pd.read_excel(
+        io=file_path, engine="openpyxl", sheet_name="input_output", usecols=["parameter", "process", "input", "output"]
+    )
+
+    inputs_outputs_default = pd.DataFrame(
+        data={
+            "parameter": "default",
+            "process": processes.Process,
+            "input": processes.Input,
+            "output": processes.Output,
+        }
+    )
+
+    es_structure = pd.concat([inputs_outputs_default, input_output], axis=0)
+
+    # clean sheet and replace unwanted characters
+    char_replace_dict = {"[": "", "]": "", "+": ",", " ": "", ".": "_"}
+    for col in es_structure.columns:
+        for key, value in char_replace_dict.items():
+            es_structure[f"{col}"] = es_structure[f"{col}"].str.replace(key, value, regex=True)
+
+    # sort values
+    es_structure.sort_values(by=["process", "parameter"], inplace=True)
+    es_structure.reset_index(inplace=True, drop=True)
+
+    # save to excel
+    es_structure.to_excel(rf"{output_path}", index=False)
+
+    return None
+
+
+if __name__ == "__main__":
+    parse_es_structure(
+        file_path="SEDOS_Prozesse&Parameter.xlsx",
+        output_path="SEDOS_es_structure.xlsx",
+    )

From f1b0a244c7330af303d098b5ba05a3f691b3bbeb Mon Sep 17 00:00:00 2001
From: chrwm <christoph.muschner@rl-institut.de>
Date: Wed, 26 Apr 2023 17:30:31 +0200
Subject: [PATCH 2/7] Add test template

---
 tests/test_data/test_structures/processes.csv | 5 +++++
 tests/test_scripts.py                         | 7 +++++++
 2 files changed, 12 insertions(+)
 create mode 100644 tests/test_data/test_structures/processes.csv
 create mode 100644 tests/test_scripts.py

diff --git a/tests/test_data/test_structures/processes.csv b/tests/test_data/test_structures/processes.csv
new file mode 100644
index 0000000..052168f
--- /dev/null
+++ b/tests/test_data/test_structures/processes.csv
@@ -0,0 +1,5 @@
+Input;Process;Output
+[biogas, natgas, SNG_ren, SNG_conv, hydrogen_ren, hydrogen_conv,heating_oil];pow_combustion_gt;[elec_ren, elec_conv+CO2]
+biogas;pow_combustion_gt_biogas;elec_ren
+natgas;pow_combustion_gt_natgas;elec_conv+CO2
+[SNG_ren, SNG_conv, nat.gas];pow_combustion_gt_SNG;[elec_ren, elec_conv+CO2]
diff --git a/tests/test_scripts.py b/tests/test_scripts.py
new file mode 100644
index 0000000..2f828e5
--- /dev/null
+++ b/tests/test_scripts.py
@@ -0,0 +1,7 @@
+from data_adapter.scripts.sedos_structure_parser import parse_es_structure
+
+
+def test_parse_es_structure():
+
+    parse_es_structure(file_path="data_adapter/tests/test_data/test_structures/processes.csv")
+    pass

From 77c22a80ce2c848479bbd6720da399039dec364e Mon Sep 17 00:00:00 2001
From: chrwm <christoph.muschner@rl-institut.de>
Date: Wed, 26 Apr 2023 18:15:41 +0200
Subject: [PATCH 3/7] Update test

---
 .../SEDOS_Prozesse&Parameter.xlsx               | Bin 0 -> 15110 bytes
 .../test_structures/SEDOS_es_structure.xlsx     | Bin 0 -> 5569 bytes
 tests/test_data/test_structures/processes.csv   |   5 -----
 tests/test_scripts.py                           |  16 +++++++++++++---
 4 files changed, 13 insertions(+), 8 deletions(-)
 create mode 100644 tests/test_data/test_structures/SEDOS_Prozesse&Parameter.xlsx
 create mode 100644 tests/test_data/test_structures/SEDOS_es_structure.xlsx
 delete mode 100644 tests/test_data/test_structures/processes.csv

diff --git a/tests/test_data/test_structures/SEDOS_Prozesse&Parameter.xlsx b/tests/test_data/test_structures/SEDOS_Prozesse&Parameter.xlsx
new file mode 100644
index 0000000000000000000000000000000000000000..02d9d5ad5aa43aae5677e9d3d2ac93459e77a616
GIT binary patch
literal 15110
zcmeHug<Dlyw>O>A-QA6Jw;<i!EuAVUAt0L$LAtv`I;Fcil<tre5Wc-p-{bL|d%r*6
zzI#8<-fPDAjhJJMIoFzVDak@YVS>Sc!GVE+k%3WSshmWCgMpnvgMndy!9nPXJJ`FL
z+q)X7y>>Kr(Pw^TXG@v|1woqu1_A8<-_QSH3v{W;DnhWKwkBVbaJ3{YL%^CoL4=*k
zjwuk%_z2mQS?-F^+4k}yqXg1dI7$QeD!aC4`A;WFn8Qb~Q7ha(nk{F2Vy~DeTu_j`
zyuXZFt$dPQ@!ZNX(~Loci%`$-VpW5fm7=CQMxE`(b3|Fg2nu^7AUE|LqLjo9lIqdh
zly`I|2Kg?7xz%X4L#CfPV7|j9hBQRXugAQfRe-QEo44|=7^nYmVlb;B;XHt&@m-}~
z_pN`_?h}pLUV^HQYlXKK+YWx%S7L?mwf?q@VqVxmwkNq;>C8hyDaly3GVb-Ru`*1e
zyu93Teh}VZnH3NrQaE(jQd92ho{>I$VFGWD-iC8r$#&7)?0k=nly-v^@E%o^%;I%)
z3S&TewY#mD6CB5YCeqR)Lge8Dx!Q2`E#rm=b~~Dnw|!T8uI5F+h#;D12&Zkbo94I!
zmNi03s=L)z7=&967pDNPgk@#;GhEihPb&V*GkuVe_{A1a-r)02hC%13+*dlvDLY_s
zYt6^l)x5@^4`2cM;KKtXn9|<@xmKN(;vCo_2aHohU?3Yho7=juFoS;o8^HgEqxLt|
zOJd{|Ke0XuI+nf*?z@^^jzSfaeJLv4M5gBRMrH}6Hawe>V7ZNk5LFF70P>k{i_hJ_
z;<7;aULV=z8b=8L9h0Bp<IB>Zgc~O}SbA#b_fk$JU%JrTr!S^2KRkQ>n%2D~lD@dU
zAXBz~l|pLrRH71flvxuW9wV192wU)jpH7dw_KL}M8ThoA>S1Y6MICp>UhHVH@9g`$
zT_oWUUb%yb4_JLJCYJMMUVXM?7vJ#JRjqifD@@Xy`N&@zn%TCWNhG&neD`8fNa<4{
z=Rm(^AAQzKm2u&#Q^RpOnEJYl8~#&q-$}nefTUmrIH&zHNM4IK!B7BOx*@^9@WJ4~
zU)i$!h?AEN&Ne0v4mP0q?pMr!11CLT-~Zd664gQb09Mpy%{^hQRvbw0B7_YU^?_P>
z;db^x@eY*N%dozyST&i_f#>Z`mYW|=4~{Hub9FDli3x1j(<Im|jpCT_Rn7109=tBv
z@nEbG=5-+Pj={chwKdN*i!eY6b~ZZog>)PB?4vGaqZYgvL#NnpSIVz37!=7Z4~*R-
zWk9tiT!nu~2-wC@_{hM1^s<}N@^&Qp>uY=6_u>9D#VeeNtQ2Gr-yq22TK%I=TM64K
z$+Pu_Jf$Zvs9m$0C3S<OwV7bNC*+SL(G`7Z2+eJW3k0XG16T^v(bHwFydctNNGf39
zvSTR%vyO8B$|bxJzKPl?gNI2L74L~dXFpqCILTQ;uu!>F7kwD3b+zu5?{2-1$BA7Z
zZ2MOiD<!OWjsncVR8U}GC_vu<y4df|m7^*jImwFJLUBsMxLPOEn5&<a$FRek1^YhK
zye>gHe!o6k-Pc&r>h|~p4<<wl;~M&C*gE&wN_BqSv(mnoUjl0KGUiEhC2;K-tlgo#
zZ*IQq1;v03smW<mAb6nrt&AA7B@vgbI+QG9K(S_KaK0Igr99EG!iJfF58&6`=Y*8|
z&I~_-sPR?@Zj2r;Z<l9W4u64c<DLrFy(wOANqfc0I0N!jjII4toJpT2+xi}zXZWtw
zNptB%Fe*VIWePbhRnj&fwKB~Pb3(|%VWbb&K*XlM1<4%|GVpmL8OybWb&NUD=DaII
z{Hr4~nxO{RyhY|v^lpeHO>_zMF}A!*(tFzLo)(9k&ShH;{5*~i->Xb^**Y3l=}=c#
zQC)1n%x~yU9-gCDZr4ge_TikCMjK=tm$FyW`QVMtQ#0aC<(w8}oHctP^i^!sCV-a|
z!!~y88wav%7b|Xlg{tM;T>rkj-CJeSK2u_XOv3_>7ksT>cfpMCnE)B-lF?J4LN@uK
z1F=W<8+u$x_H?)JAb0Y|t2^yb@#|8z<e2s6Ndv?Pq2*gs0F=t+7_2F1qFnC!<#-{4
zhGOv2WIe?!HyISZ)+e@TnkH-ES{{RvaMwH1j4V2<bf*nn?JPwlRAa)V;WkEg1ns#m
zEhhM%hUJVd^Qe05$}~xwoSxXZ6Fu;>oy>zg<Dcm%R@}Bn9q2dom|$Q?KYYi<^|h_J
z3n(oOY3W8T@L>8F7Cw*-c=kbe$_Exb!6;ODSvxWG+?(?qqy`cH^C1q`+6V8*RH&3M
ze3+D5#uY@jXD=g0hts^6RbMoJX(mm9&RcYngRBne4P=5mOP?LXPm&@-1)yy{f!%_^
z+1lRC7p8tYr*v1<sf7#H5!$W?A02Mj6r#Z+DH&{;*pU#pO@}@<oZue4iQD~FFHU9A
zC8af$ymJV_I7KSqO%Clt<w!|LJ|4Q6C@mVnTXTGCj{8P4foF&aYO-~~<k_yb4YLOs
zL6=-IGI3}AG+B@tT#D%EU%bmGJk7GLf}tvA$r@S@U&Vi(l<E9H8x~Uj0d5F9Lv~`F
zB<#T~^A5_=M58({b}ivFh&HS~PcT&?<?9k^hHaF3IBVS6iyn+DvuF%nd7@{6Dd<WO
zgf*KVkq*R0USxQBjzthQpf?U*lS%^y$l&1tPVd&+&+Vmha``G=iRN4~<*#2zWp}j4
z`v!a|xFsM!*DqXny{wib+AI9La;Er(?sEZrt}g#su1rU}D+Dv8<A~S}uG_6!te+^`
z$>o5`RP)p71m1=EG;&i-)lo)T9;!;SO0S7wt@(wu_QX=O_$^QP!Yj{>K}n;a%=K3a
zZMEYo!MX<;{9C=0D*heTOs|N=<?PowQ90C+<Y_QzAZ!_E2IKFr1OgrqnV|y9b}6Z?
z`th<RdXuqko`-CreuPvlAw6gXkcAd8o!VTV#bO~!uHESwc|eb2_L`;I7iQIdcB`5E
zpb=`tlcIIThHfXgigXY0*;{f|t`E_D)^=^3dY1N7T*bh2@|Yvbvd3GOw@&m>@G}4{
z?_APj_{wZQik&9mUB`@dVrY3(GU>a%xCIU}f$8CaZ$%NV&xuMqXN+Mrzu=o!Eq{j4
zP(s=*`B;n;XYNX&Dtc(#TcL;g@qI<HX~(NiIXw{Z(j{EZ)5(RXb+<QfW2j`EYK{2(
zAoBL`8PZ}6!6+F>tV8G-;`>h_!M@>p2&Sf$K-fqMk_#$rQcOas3$Y76RPKs;)$4g)
zy?lFbYK17*dOGz~bk~T~@0ACmgkS9nJl>N-g+BJ+DdXB)q}L3#y`_8-Z74Z3=b6Uh
zXGYh;l{$ceUJa7ag1TzcidiYnD>9?IA?3?Z+4wTEG@*DS4z5xt7aAJjK6xy3B|fVQ
znPR^A8N8roH`p!1uXsT(-q&bhAY83L#={%+Y?jR^&q9!;tEpktEJNpnJNeJ3HQNir
zY?Xb_FIwtw-P87s<z~i|FgjXT-4N_K9Lzypc+hBHhV%({Q-C;I-JUn%@I@B1*%=Db
zC<l1kY>aNbU-e8H-u?n-@2vP>?ZDr5T9v($Nt#yQ;w1XzJ5Bl9(*CxC9thQawR3eD
zh#I#eit=NxQ~h3qrU;vh8!IcMTm4l8@7d%l&uUBIbIzmtcn6t?!^UA<mE9XtQ589O
zn~@@3GH*;|_(qz*isaaemyuqR5C1xM9cY3r_5<?{FR+#3uer;`%G})5<>yN2vB379
zb&}p_#|z+^66W)*(Xo+hdc18#I9h&iXU6Qf;G4?$E{>03<^wmEE)Mb$6OlrvD8X&@
zMGRQ*DNoKDAtn1OQLMR6JnwzJK~YUpJ7_AHeU^d<KK*8WojE<@PAS`$l@!y}u3~d9
zhFPanlf|q0qQ8r3VWEfJ^y86<W#?>}XYW_5_IkGIegayW2bevt!NaqWhz>05v?6!H
z=zO~RrUhT4RXgJnS+f0p5?-n2wSFIm)R3%NM$OuG+!(-kkn8CL?tx3ee`aC~PnF$6
zU?%Ru0t3VShb10uzz(uOoYrDQHV>+|q4fj!snC}g&p0y<_~nJyTGqAI36@Db@GsgK
z$LhY{&>2=Z%@e&%5E;lH*pAB_cy)Wx!q}`iQNvs6?!y7^9jS&VxH)aU{qTKuJt6+M
zR$nJ|!e7H|+c#?Fq4D7&;gG;CZIOX26&9_?ecQ09Yz0a*SzqSEM+}`<1gVi4x=G}F
zu7r$If|#^=Rc$CITxNgvVFp8qIgYEYjBS^+=s*h=szN@r95TrT@Q2H!Sv!)_p(A+B
zyx}w1?^N05NMvbW$&ZCzDXlV84`0bjCZ89AEgz3F4&Th(MPjuMRR?`MUy>))BMn(d
zn(g3wBYk^F2Mf)3Xdphq|Dap*IwZlTV)ZN3_t@AvcgN#OFJa}IA(+;5cON)19hIms
zx+|6X<`@dP(9{RqXB8F?rv(SZVlebuC#{hWeX~1}J^axwH!7~a6LqW7J`L_CB1582
zV_SK>DRYKNw^=VJ)2a*bm`I`SJj_RkiTku~M#>$&6*hG)JENCxjeCK=V)3-**STkS
zmeY0;mP@0TYe~4g%^RQQ7@t<X>z(#=7hZF>;mxjHjGt0JMq-YB<0{wraDZhzRfEEO
zEQy`aFnUg~aT_=;`fO)X%hCEK*Q>W~eH))UaP>X}JTrB)L#F=JVO;<NnNje{zv%Wg
zJ1d-j4sGKk+&EU^rqVb>w7bYwNFyZsQ!<p8CncrS7)_E8TRzcG!Xy=<rTrS{Ccrz$
ziBK6;V%Q{JgjL2=&|d+}j2O|!`Qe7-qmkjTci$LA$Apoo2tN&yeieU&)8DQ|>C*(Y
zl_w1g1#lIqke2B|EnKw_-!KW2hUp<!Cgb^?a7bz6Ahr|I_Q+5MMvC0B{sazKBbNYa
zU>V6p+4GC>9)xiT<s$L&GBhqOK*EItYHRB`AE{Ojq`%~I_8@7Z9@GY6iWt92=_wLq
z2p3gQJ*b(|G-L|86BVyx=B0$Vr4=K_#StV*!<oaLt8s-A4h%zlVqa9zU?82_(#qS+
z2DOjdri&lMDdoJH=nVu0W3=AGT7!q$%JMB`OJsA=5r)HEEWS%yQ}*ZR?y3?v_ah9H
zvZK|Sa0<GaDTg<fC12*~4i<_E7%SKs<#J3^TFv7mvz5tNjEdS@nu!U2F?GNXfw8As
zL><WV&XoXNMSq5zqo`1-sCX~9(ZM$f^&{nkowT%@1YoQH2DcEo0RE!%IY#GuiAE&&
z!XtAu{OJ<%=~51|>8Bjot&`{PC2pLgwq%8h!X=6#cXrh|XD6=&MHGcA5?4jD_dHAX
znvz<%PZLzt1g-HgKV){N_^1tUrk_~6+n4{e>x8F3*{9$maP(Bk8}`M;o{bz;dav1`
zJe98%+jL}6eq~AiTAbg@l$9E#SRy+$lSDa)>^)1y!Ih{t=6nkUU92CVq^4!vjXL)>
zf3NA)dS6QhKImGb{LYviKCCF%5!=GNo&6C33f$?AO2J|8T+Bx?S=OM|Ky>7e#|AHG
zaM~GL>TJ^%OJSazYweC9g{Oy4r&_#XQ$UAB<IJ%!4I%1Sa2$E0UI?$b^9zmNvMP^X
z@2#Bm?1SHIaOI6?W5Po5WD<w)*M~1dX!Lk?&OFZR`N{lkdGfP4uY2nh_wL*tF#at?
z3Kw9BjRTWsEpROh>;SsaakVnHGyn1XI74h`>N-raV){H=6PEA^Hi#{mX6IN?7kCqe
z8)C`r#60AbHD|imwtdZm<0+39Mou=~N;$H<e!LVpy1JCGbUT8ttwv5>J*&FLhNdY)
zRu$s)t=ZE}N}#YnnzkGY&<7d2G2A_fv+Y{ytig_QiP(^b)*oLq8~ZNI_`|@g`Y@E2
zY;j%=f<dxv497Y0#(OXJbcFyJ8AMS5QCZYmHhDl|G(h113wB;irUmtEO9#<Bcy7ZY
z5ACa{{i}8Fd;xMtF_mR+i>uIADbJxv$l1F|KIo+=?ldlUO-HxPv=ZGfcpnCBSVUNI
z&9@4>Hk>DPn6r?8>k+M$bryf7-`OO4)5B)<qQ0K}(>IHG6Q-!wgwZWXb$|~6bsH?m
zJcc(n$Dh&6Hds(jnwDWoc7WF>_uwnOO&(2dn-qPY10cP4T9%l_p9%Rp8-yf7o=>4*
zCo3!x$7tLw(|T>Py!_IPC6qymf3q|3EGJ&6*Q7LOwa5Y%3~56Rt5X$)Q`Y*)X;WtN
z9QWI+);{Ol$V?ll(&Geq(FX0v%{e|+CuCa0(+%rUK}%Gmd}R7;@PX``eCX}jJ-_NJ
zba_$+14@1^iB%*2%Wq2CCv!TB9p*@fS7uf5aWds)lxB2W!q}*n(wGZ(AMcc?s0S^d
zrjGZ3#S|HP?_KSGCNm!s<&m&wA+`|>!pft_xVlG%-)BweG6|HJWAY#Om4e{phX+i<
z0iH6op2=<3tYC_iULkBmKXb!5Nyzi?V9!gTT2Rc3;v2bx>?N)ysv{D5n>Nnp<#_O1
zmA@!lqeo(fg=dD$STaGjGqf><x&%q8sVQZmwzwkzS<o(&`5G4g%lxWiDKlCmdpcqh
zvg4O!NlLA2R=%#92x)|FG~z*gG0D)dS8<lCx?M$V-@d0bDs!vY6%K`WROTdZupoBh
zN8*@E)ZBP;IQmgRHVkh?Jv=ZrV5vp>h7<BEyRplvVlylr&LFt+L)AdHG(zX=ZTF|v
zZPyLcAo#uE416U+rY<3O*NGTr;q7Kke^IOS%}v3^s=yAs2A15lTsyycr10I_w?r2(
z5t}93ZybV{CLouk8nT_+$`Ld!FbXFwn3u`!UDWkhYMp9F&znzs#rq~>0mzWWgHN8m
zRSmjOV_Wf7;5yTy4EoSXW~@V?km9@pUChit8vU$k2SdD%g+mUo;Fu^b|5V6UwK2c8
zn7I~X<k@>Fe+u_~&z%CQG=8{_)?U#f0xNEHQ>ISOYVVHH%hil}`!DoPgYg^*!JgAf
ziGIW8P@SuCdi57;u)z5K=OU?1+jlk_84OIM?|)n*J*I)0R9%PlKCHl1$PHmQ4@22y
z`Q;~rfMqu9`Cu?n>I6%jJUe4b<!GMu58p4WFVQ$L)#G1b%m^J^PZUi`asq<Sw=b6?
z4eOFS64o5`5}G#0mcxPrOzP;<XPOc=PmX<WH-o=9I+lE0R&Aww+3kE?%7g6N{IE`P
zv@-B1f89n|Euf%+pE<Z(y|#@gJfe8kB$>ovz`GK#`kEPKu{kuI*g&fHduCty1mI(G
zG)ZKBwq5HAlKhv;6XNi%-(I)S6Aw&p+f^3JZ7A7(r5|~?Zd@TDs6E^hbY8qW**&`t
zR&Q8-_OAEBLf>09>r;oj+wJ~fnZQP5^3HAX;8*qRRH25L)iTZCuUbNy+{*T57%i90
zxJ**YyZ1-dL_|};-j1|s37^uJ4#lxM9bJ7BBF2Pgx)&=iPBR8bgt3!N)Ugy#!|{=Q
z7zPh})eRKwh47H~uGT9Vg{RAJIU{g;(R(>snWM{#E)v$nE9V)5g`2MT*4tF3uTKvH
z2rSR~ZFLfeQ*G*m?YB;4J)S-|;|gGne%qG6$XvQ}`L5Q&9Bk|y`>o&h$SY-Fx5<}j
z^<J&S(4d%S`FeVK+f?0t)bL$zl~7Kd;wo|II(=(`(*XDBv=e%<GX_J?1IovJ59OXK
z@`t2*@9GyvJ)<=C?4<yrVuuT|kbshQYq29rGxU2(v<E?%p{3!Wa2#XzG(0b3o)%XA
zHpispA(~iQz6X}_utu(Z>qKAQi*6@A#TKCx3qGRz;O2qjW8}?6(lqo7&)U&_jG<+z
z)Eldt>iGvR4skt*Vx9GE9m-aFo{(~(o^qcClGX6mDRo5(A-zb)1PbD^XV+&T$|(o0
zdn)B#_Oz{kcgWK#?sA(>a^8`fm+CTg=8AXAv!z($cOqu%P>nG6NOUf(B2>`b%uA(P
z4AHjfDtT&7fF^z=u*sX|e7^iC&L)14j)hP4BibQd)5yZ>3bI4qrenaiiS^XBjV0Ry
zifpz<LrTqUE9RvCgOND1#j>^#3RjMxO%=}?!NR8;Ai0cU<8}s8L!#?T$;BvuxV!}s
zkgHqi1n<-`ryYnwe~N2E5HaV7>;3^+rP$Tt`*+4FXp={*Zzx<FM2KeNgO5PBM-Y`{
zhcdVJ&ljVv2w&jnwh%|S#q16>d2*%o=*cyE@}>1OQ+!joozS6lU#?rB)MxRv>~(5f
zyNh$R@w;(eYRzaE!78ouclU;X=AX@8L0FiE#yrrI_h7I}fKjS&q1q|U$mOG*lQ~^M
z&>;`-KLiuvwiPT<K~z<$NKN&|t|5eiUTm1P6dkPC_is(r62z8k-03POICPP?)E@J&
z{#=pD;f-x3v%V-ZX({@iqxDBI_6RMxSTY@2d*a%C;#@n5DjbJOenKA^M{`!3<#|#L
zB4TJvPjwD_R*p;~t+hX`bqq5j?enDe7;2$~7&GgMx5$z*7+Mp7?uwJ^@6uf}#g!+Z
z-gAh?ame8CVN%H(3Cg1a@g$L-Do;@AYbnKX;O$$pgRXb}x9cX)0STGdM>MmN{0|{9
z)Vt)t7{4GeW+vr+HOpx!K1Bm^0Lk&xSa4Y4C+Fe73yw#E4M+N)YFG?-Bo%@ba0Mzr
zw{M*X(rGM{);bT!A{59%EI2FYLsgo^BLPup42a+Zkig!Rr`6+<6GIZHNUtk(=%ZD#
zEPApm9<PZ)v+}6@Unp#QjE7`Vv+L$$(7v!>d|{DQAk%mf75dnb8At>m9FYVnWh|;Z
zF*JWTsrSo9NY@=0Z7@%<ghk{Y#o1!C-ufll*1@GUGf;j2Au~v05G~`};iT9vE&VSz
z5Pw+{ab}Y7msuFK6stjo2brbXNHClLkku0y{fry?Z8-dTOjf;<DZ)v(q~CfBt2<q2
z%Jm{yPLq?V@=hYCNW`5-x~e7lmCE=)rTc3*-4M6NxR(rWV>4-#ClvM4J1UsIHE8}N
z8=0B?dPI-<*%%J*6ngI%Rv#Ai-F2&*sW#rM`UYni+$Oc$$n4#9wcXgjN?G+Ao+KfK
zcp)H;+IUyQT9-mMMl!2=;hwjEJPDTS0Z@>_=jnkA>oG;=GVSclpaLVPz}wNilVGQ|
z>(U8OmQlY^YM(2FGsOrx&JAUA$7FYZ2ZP;yMIEMJ<UxXf-y{Jgt2eRotQ(&nfuKnO
z`bU9)AAzt*0_I17kRO4FAIr_Q^Q2kMt75HP<z%j~&lIDFS$$Xhi)nsVq&!gW3n5Gq
zcY26<kle@OWM=tUQ9r9C-09Kh12bi@00;QEc;7>-_htZJ`xKxllUaqTigZ~9DEYDC
zY&++2f%VS)3eeOb9UCvQY^zi|`l+Aj7oC_r`(~CPVj_7a4sV_>7AKEOqNRQ&PG_Fq
z3A}Dn;}nilbEj8(WPK)X4Xlp;S*_(xZ}!N#`hd3PKy9iD-ZY`;Jo9svYV;t;029HT
zgUrf3p#Yrj1pT!zDk{8#bv3AJ`1LE5cp*#^clyvr>fQs|z5{fp5-lN2b9egp^MR*+
z>dUW{Q|1d_S%A#&(g4%iojwmFz;r53cT#Go4VUqbiX<0*C|6S#DMQwq&S3>fZlJyu
zMJvG&BMOo{KgN-E<3KI08YC1y3j!ZM)-K2lMOT>>E=vvuHOYqPQp_y~?p(%tD(6%4
zs&n(jMwUQ+k}Z+>71f#@BR~}{mu|bl?G&2^Zd)_AKDv&!$muq2Pg%)aAyL%jdfvwe
zf2`TFRh(kii=(ffQ>~w)fzhfArg;l!L15-G_A-)u$(PpIZ2*k}l!vZy@)VQ#64(zo
zSo0d)Ugak97Tu3Ni2@|B{bYiG<2nDn8`!5x9zdseV7`bAL>%N|&U36xu+x|OVv>$)
z)ZGpE2^a=}rFQ`ArtVk?)G%wC@h?suBWwS^2JwU+0vCTa`RQpU<^BNBxaNYS0f~PA
z8l)crgMvk=eh$<*h#AN*pP%S95KQ*I2>!NKq1*&WN1`>YYA}H9iKYAKY7L5?uy6O<
zK4<v@)>q%u4vQ(tPsgSQF-vi(gHPG|Jb6)cZL)gOU65y`Nwf;qQ;@f}t5}W5UR3zP
z55Eg{S}j+p8V6MJ$L|A{HkGO=K&1fup&um{U}+!|h69FEJ*U#a{TUFJcPax2Lm#|@
z-7iGe5qb%z>M`iXPiD21Lq}(H>gU2br=OVvMGw^Ya7;@mCrCdmkvPsvP&F`mY!2vb
z4%ACPwk)C!u}?X`Krab_7{K?$va#*FZZF~^{do=apoh$oO3lh1Q1ED(Dr%dSn}q)e
zMpp*&^e7`qOr@E*Vl7|@!)mxeO8wUUligzsYp-X3$Qqu21aOj3zJVIRhXpa4%iZ~=
zm{H=S1mqB=AL@}V!mWW^6b=eH%nKnu`w~Jm0)}K(*TMxY-m&obfET9bKZbCAJHsUX
z#}JyQ2ZVb67{WMjWctg;;Js10<Sm%91P$SVOU8kVQswB6D6JY5?G^%s%yW_fAy}+i
zkPP(Rw6}z62anNnp82CQP~W-jD4?+8C@m2GVR1gi`x6)#JEPveH7wEmTf>e@w-D_A
z%I7h4{8Om0+)!`i-_)Tjz)w&ECW;?gJthiQ!_5q_M;k1^9`^>?#?Tz3?vhK!Ej{dX
z>i|gKv|Em;GprI4^kl~CcTJBe%R15Wv&!`C*iQ=JxcydOR&POB*5oa)dbAu6r?K2w
z>9F``E-3+;5tJ!_$?m9_P_5*r!G5c*8WHX01C5tSDx`U8K&ac#adAVYpZPH^lp#M9
znc*$a0%agz#*6#W3UthULfZXbxcn>we6U#ik0Ca~AUai_101IRw5|mIWCfbTX!lbJ
zfnZY1PeJ|bb7;NU2ly<1a8$lAi*p<KA#2tOO?HV(o=NHt_rfzzeIx+d+HK?~22h|~
zaqVq6kQR?V@(Tx;6lQo;f2m(J@&Tk9aCrGF{{s)44t}8nGs{o#NALO}-|yHU3q1u2
zS>&De=*5cu1wdC*-9AWiBPKEgWO?)z-`(4%w_*B@ps?&OJ5|u76>mCvVWjI2&ajjZ
z_o_E28m5k}wd|R3;Vt?)H3+{~SGVuyHU!)i@=UFUjie1$y%2imE1OexQ&}K%414Qk
zNGMe1%kciwHEyOr2|zzybKkj+@Muunt#4NSrs2Ep>+85Y?+1r}y|Lx!O_!Pl?%{I)
z&qxBdVnL6#T&#?p&COI@ovrOHAGc%U)K?uASW$h_YaTiVCi5!tByY7v=?4aaBr;Xz
zF^b4%8{Vk*j@Z(~J@~kbJtt@~^@QIzxIOy1{PJZ0pf@EGAt%cpC7?QX5)7P%Jl9L`
zi4PMENh^%B^^ociRIqUcB$i&6!|Ic`iN0%R&L><tINQoOeK5`?3KHN;DQ03@TFIIX
z5o%=M`7a<dT(B<`6@{Pi<_U;M#Oa{~u&hF;Io~t|I+<R(Vs}AGuKPvgH`88_PMnff
z1@*k5fCkTP+>$I5OwhbiE2-Qgi*Wny$^Q^7{aMiL0kxx;c;P^WZl;~!c2d{79=rsJ
z<Xy%=89^ngZa~y(!gB(c*xJ}#1l%Z?+Ivg1Pp4VOq?|Iu-HLZt3$*$VTd|SZH^(h~
z^@vr@RstgmCSDOVlM}}h=Z?EwUK*voA+EHg7-4Wj9(`kW5_VnH-OoRXia(GcY=(4-
zk;o`mXER*Q2&Jx%l<QGOL2{3UeT9vBcc@g{(<xNtcz0%sJ#q^;z+w-1#fmv+Nlrh>
z=*EplU8Elq-@b<ouW6TDYhH3&@)Bo3$g3mQ#Jn-6Y3x1ck|p&i7wpj9P@}d|8uejq
za3E@Y3a^CGJC`xiRLF;}jMiQ9W>Yf`1L}mcWBt#vPb*a@c{(K~L-&Z#@j44mdaFs-
zyAP`X>@QN^Ic~ClV2Ua3&)Kgg@rSDlLx0h8iEOU2A^lDTT?7wf@#UW2M3xK<)4Q^8
z{S^Fr50AxK!%emMmN)EY)?(yO$5BW$D9CK)EmtnmBA;;+w;oLJXhKt4d`K+K5Ya&G
zQlw-rc%uzNS1w}BpfSi4%tSu-O53L;S_)aPOy>r9A1m+4s_I7;U4l-64$Y6dWU{(E
z>MrL3+AI@hPKQ%(g#4A2!6y#z8K|@An#egFhveC8Tv_Ivxl;Aq6yJ+*rJxUug;``+
zBm1gv4(R*RTyWJa?#%~=56whA{A(bnHAW{_0yhIqfX{hRf#;>n988s*9UNU)j2#_8
z+h4$wh5tPz1+-jB?5fQoD{Aj5>@7*y3P!^`Ekz$a#qy4LZ|9nOq<H*jWdS4nu5HZS
z1%EH4(?W1ZnrqwjUUpM#{bDWGJ{k48euw=Q?_j&NAzmHRoa#64%eUt6@x^f$$Os>U
zyN)(`QA~)u--N)ZNTD-hm54r(9f`HiP`6gFe)eIZSA(p<Y0z7r0O`u$B@@pEK%i~2
zLfjEct=bXWEPJi0_W`T4nfQ9br2z$sQF2##exiodrGq8n8sDE&hpffmo|W%r!)B=U
zkVC5@Uq*C_U`(H*o`fT>Y|hHuSQ2MIXCBJm5Mm8{YHX;MolRzZy$Uv5$fBRHAQka_
zO92$5MTZAgxU+P<`1}r`9Ra%3x5eJsDKI1S6oj77<0&%=c4ykm5zuCOILHtba8zYz
zvH{o=qaLN?_kim@)~^vfQ*KCf9aw94GxcL%NLI;+j#nIQ5yzVwd^Z;}mJEdaUpsBF
z-a^+H9*NvyG-;fu>ImRpC8de&9%FS{BhQLfTB`+yO1(^*<RvAxf*MCAFP3UxQp-=e
zdS`5t*2_ZSV88t>KLy(a9pmmR?}p*Ox_N}}O{^o(&69vRAMJNHH+66}|F53|ZT9oy
z6=SH_$%@&%Du0J8n@)7dC27?o-F`y(PC2ZnF0Z8`sMK!Z>+#|uQX*=2<e}hIf{Q|O
z<dqwiT?b#`G#r(nKe>_~Vxb1bd23=fBqr}@oKd_6s~D`KmEO|I#*$JQQ?r&`y9Yco
z0_7$xH-(yq18q-4g3{AjL<FoLSv#ApPvd13#$Ll3Z&bx@>S0Eq&Yp0$&$&vtiXp6!
z4fkj;i8wyNn#ySYB*W4ntb_8=-Iuv07SWvPdq<!gO;dtxN8~4kmX}o+NA684%r<sV
z5AgRX!fmz6riDpmJQ?ITDb9#PHoDDXv|7bhoo~uJRwOZ$l-P@1yfR<lmnNQ_Dc!61
zClZEQTj!oF#EpAl45%5o-04m;>dXyn!2>9%O7oiFq!yN*ag%061rocY(~!)cTeFEv
zKA+&A{=`Ft_*J?;O6W-|K0xzUzG_|4oBc+Z4bbnMa)~389ur1A4}JQCR;PEit?(M=
z-=4Rxd^1T10%l@x;If1kI3kZbZqDY$X69z%4t93Hw>DgWn{R)sczpgo9N%HT#DyAk
z?2RA>9eUZWA45*%v|mdWt!51626zPkYk>;oSioXbMvUI)VZLE(IcIY|1H|jlfZNuI
zPGpF%U`imvrbIs63Gg=IdAK6Q?n^aA?D$K-*$Q%{E|+B+a#4+tZ+Mv}7m+ZPWOIMc
zs-BD;w)ZdclM4R?Hp7oOp;Z^*zH+QNm|OgkRn4Bw^@5|Z@&e#N_}+BUos)6dXJy|V
z%x5PdY|M6dHMe**7jSe|YM*9CcxCiShhIT_^V4yScT6PZVCJ5!tH&Bi8oK;g8HM~h
z9A~my7aV{sGcg89UL&pyR~PQ9P2eSXuhnR>+qtgEgdQ$c<y2uuPZaL9N;i+Oz_?hk
z82ycBV56z6HG+N)+g1?4(DU~uBY3^JTLPnqF*|y1=eGKyM|uMYgmD_3Z;Oy!GLc~?
zIVJL0GEgqEsv5tpLt(c-Y&SK)KnYH<e44`R?8ChyOd&u~MY6Ir65FE*Ity^|X}*Q@
z)~){zQ8<`B?&F0t*;)?apLy1&;iKDd+{&jtLc=4dEwpxy@);BB9FiBi;!C1Et#<e6
zb4o-7l9<>=rAjoak+;aC1<#!_C4%G)l+uz@;K^2FRVBK_lF((dt#MT%)KfNip2}p=
z#pi@=!a8qcZ?N98MeTTQ=YNV9mc#WuyO6*C{&a^iWBaAUK0{sb2+;wyek68F{jCc=
zSjUuRu%^)iH2UQ#>6f4lj(F%9J~~!KcE6_`>?x`$eKFFV2w&SIvaF>Z%G%%zD{awy
zMSbBh^5a;;p;<UB$jy1=;^(ZebQG~e2ktPUQ}`p9S$ssAm^p^`?Hl)+Jc1)cK3gn_
zT^p!fl%*CirFe7sT`MQEwvw4(!A3?af_X(yyT;HfxcSMe&<|0mYlUWY>Cq-J<N>-0
zSSGuiSeMa6PSz4q?Z)(UU!mL)Os%w}DotO#ITFv)<*^O0^=ER!9=><6PZpP+?^uhj
z*y;{Wj?isv$GbZ$;o1%^dd9UB@T@MF={(-W2q%3x+KHNYAd-pzf0PI>ACZn^JW{e#
zi_S?0^9g}Dj|KY&Z|Q+fS|&J_l}VO$N4yfavbY?4f<p9^_{{^gh6xU1(Knkk6K#aI
zE1ycZF;^ri?8`jf8)cl^7TN9x1k@c0o_MOeyTdMfKWW4jZ_)I|Izmzpc1I+$=YEYT
z*9y<_=~)yLN!wz+FZkbI*N|j<lNAq~a=rkk9N-xvP%Jx|JG(g8yZrnIO*`>1i}q8j
zs3N}IU!RUFI}vi)xtv0vulc>V+~|t6pPGv}sBwLJ{Su<7n0!D|VB~OT$cniv?L3UQ
z<6D0cLa%5bT4G00|C0Lk`e6hn?l*OODodM;PS}&{y{{(o)FrREzhPyD8+pCG+HZ_A
z-U$}8+JzKE8u8#S>o9V&>UF{=JqJJ*-Vqy3yCh0Dp_Sbp(<$jDz*Kv9ZNw|Ggt&uO
zPfP9B=+%uaw|tg-U9f3(qK#VE&r&VWoZ#W&(B5vq2M}uic&cGX`Q+*|Ym(aAwhjMj
zwVITZ2zYXdxR|6my8c+kW2;%N=I}O?^UobE%QuJZLitzyxI{U3Q|V)V{8=)-5{Bg{
zd`fS|*ACWmB4X=EFBm-u?+wmynlyI~yuWVfPv-d_Nz3y~Rn?p4SX+xqEO%)$?FFjb
z$8O7O-+wA&e5y0%*B@PBG8fg7mD9HtCo<}SU#ZMya5szWAVT-fKsKM+dSr!eIM%Ee
z-X<w9M8k~o%eM%}j@J|m5mMS``M39<p=nlXla^N_@P&N0H@TH$!6BG{w}t=y2Hmfj
z^4I^ryifNhz~A58`9%o&?*}IP-`?Z-lko3vGyG0?1e`yB9`!%G+wdpOpGVgJLQ;l*
z#QFUI`=7*ro>~5jI2`ej_^%Vpf0F)r-0&|_B-H=#{of8B{t5W!slC4danSw*{Ob(g
zpD2GGZ21d?5Bm}2&toos0{poz{uh7%{=bUxI7|PD^5;W{zfiE~9#Q`BNa9a~zu&$6
zMGpo>%m@bd=e^vY)PG+T|4t3f@*DN9CGwx-e=b)30w`hoX~n;-RQ`SG@+az_Y4b1C
dSDcTi|4gDvve3Y200Tn?ek*_hCBh9V{XY^r{Imc7

literal 0
HcmV?d00001

diff --git a/tests/test_data/test_structures/SEDOS_es_structure.xlsx b/tests/test_data/test_structures/SEDOS_es_structure.xlsx
new file mode 100644
index 0000000000000000000000000000000000000000..f5571e75fe6a938ae6661ae04151d0601b380af7
GIT binary patch
literal 5569
zcmZ`-1yoyGvkqDuf)t8V+$Fddifbtj#VH;r?pE9#iWY|=!QCZ5aSc+W1qu`>PJtp1
z?tORNzr6RKoPDygR=zp2zxB=RnNd|hK*R?C04M;?=yXkK-ENG)`(M@f3+H~B*_*05
z+B-P08#_3#x!c()#VDcoaNxYWliyheYaCK?QqJVB4SC7(@y3}+x&~i+zwVA*5?<km
zY9aWn-AC=l6Vg}g3mlRGG@wiON=}zPlc6QH(k2%l^N7S-u;`<yA{jt1B2Wa4Wn7c(
z)eCNsw()#p+$n1ePRn#owdQ2FNVPeM35K;%G}vDnBXuTTA*uf1FWIwswcUF^hv5JK
z;D7pSYVT<N;BaAlw{kBBMu?&Lk9L=7u+Yml?2<y5sNr&y;P`brpb`nK^!`eAoh=y(
zm~{Q_#6quhLT*o3<Z>+DLeiLXz6cX{nN9#Cgo<;hs2R+HYljh=)fllpozunWtwkUB
zd>m#Jo~&7JgkJ>arPC^e>g<SmgHXBQdCW>T0nhOqEIzbh`td3bDPnbxsIUIgF;v$7
zBHOjQe(Rwt%426V`<&LL@Kqjte->mQ@{748(}iYvWo;)~0pYvAjmUf@M+Jk=`@P1g
zGg1agRvn6wXD`Y()CL{Tcw2l=SA!d-zgylKx1s((^S#l#LH(1N5BizZILH7%COrUv
zch8KwExWU&xt;mnPtFH!_I34~7Wwgg4<Hln7Uy>8P~L!sIy@&U*QL4-LHo)S!9eY3
zTMx7NAiqu-UYy|+%>4wVmJDG;mYv^YQZifH{2nJi*-W-W!jg{NjTYFK=2{!sSJt$+
zXn-#`o)tq5yU+?14eE8R0KNP^LwLBoUjidh6x{KL=k(X~h}o&<e$*{3YX(`_<`T)6
z8TlBnSc*@mztXigq^#Sd09_Cat4EvX!{KSYplc4RJHE8-zg}DsH6Py*B;yJIbC76L
z`i<EaZz$`AeO2%2>$0{G)3h0woRakq9P&v*YLPq7pC&-z!W0tB(jIg5KJVMliTb?g
z%xy=!wtnQ!-!MEC=|GCO_Nq0zC+pO<v)~14UB1<X+5GupWqi@6=+`RKzkF7AGb}UF
zqV-g!ZQPcpW5S^o6YiKDM=GJcmEq8`3FloaI{KSRn}VIEmJ-tIyPmiN^_$|;lmKl9
z*SV1?gcJkDE0-kV1+v!V7y5_VKLx^px6ppXIjgB>DcsVIS#d~M0KUFSMOAOei-w4`
zo`fm=xVdr0dR1bS^ud5LnLw)kFOZwF)YhQ_kY|>U;FwL4pH&%L@qTN@c;dCw_C`)|
zB1}nQ%%P11_2@UXo^dEWSP0KikkmrLd;I)7zL1t{{NNI8S6SGCLNlf6&G`66c9bJ^
z>+-p_&$)^Wm>O2vRr?&4BuyigGsxPq0pzcj!{ovfL&*wBvsNXAFF@r?$ql)vgO&r=
z@O&COPzG0{!+w?7r;BLiYRfGKUEoL)f6H|G?lfup`$?hn<he%Mm;6+10=QJ7Rqjtb
zEd6ut$z4YknZjgvxT8tv$S*=tY3OiE1$>oc@ot$57jHAC#SfF%X|CksW36hbi=F94
zw?V|+(hw4tP|GP{&s(I+Odd4ScoH&r3zAxCsvxV@LvjdBOnOBRkXb_1<QXrqWBt>B
zhIgewM!LArNq6O`I^eZVIZvXf(cs=_yvx{JJQgs)fbaglW07&dPVx|b`Sks~ciM<I
z*#^CG-P?h~Z*Q7>LuNs?EHS@iW(egsu<44$cDT5o<frSPwg+ii=X?s~7A+y?LPI)g
zCKuiGbVuV$fwrku271BWO)m2FlwAaN3HY)3j29j>pNiy8HS$sWSaeTE>a9qF_4<BS
zaxTKS*%(Z<97hKS)FFwC^8z_tdpDM%*+=_V3p7EHbRAaer*R4awJ&Izt|LDmGWDTu
zo9WS_4y#X_^F`ohOOSwfUZ2S)!!{w!3{Ap%8#|C(XHk~%OJT#Ux>0nHWTT_PkA|d<
zdOCjj)9MiiW%6MRAq(LIvIe)0WIVsm-?(m27jnE#m24uG=s>V*$@(J5pPd%pj5e(n
zXWx6d)9+6FO<)1B*(XiQZfkyW^7mHvtE&71;S{ogu;V<cpSdAv<Gqrh9$toN7RgXm
zZhSl2avB!tMx!R!5expBnGx&9C+{Jz;E&Zbj5zh62+VPL-ilFD+YVc)`iAS13F}Km
z=Jj9*quVpP=V}5yR%v(^WuI5ftGhMG#x?Ygt2(Sj>Ijs_Z*?jLb1;C)PtkE@O_K<V
z<nvCRz3$jzmh02t@00>H;HDC_t$!bQr~JAJ*R=r~o~yZ4pw!cx)1v5jl@$Y(MK4ST
z_nXq2{n@RI%u3Jau2-pU-A2bZ4ns27n?hTLr*9-Heb1NIufT~yvWl4={XjTpDR}B+
zQsk$ETpOxC6XKBZ;6{^%ULL{+niY}yr(L19A7eB#5{y-d3iwH}ybn<}n4-nSkEp^x
zq9Sx$KR8IVc8h{tu>{x!sdJgl5`LBp?-l_$O3tg(o>VT<p$9L0Qy*<5?w~VL==B6=
zvC`iy8O(^(5sFBk<bPNruMKs|@NDXlD!<d7BfsQY6>wM*TtP7Sj>jTd;M?sJ5#bLk
zGwEo7s9e%!3e|ZX1yE*O&n*?4FRx*E&y?vFnlS^#6rOlfBp{nc>78;L#^Re)6jfJ1
z7dbIJ{IyRoa^Lc=hDxOqgJvVk1)|aHU(AYciY?7xTApKalg1+%aDHgu&EHT)6aI30
zfLYbk7xQ&LvJ>vl1H_vhYh)b(0Qf=#0NmdX2Z)=!qm7fLxw*3w`(Iywog)1oR-H2V
zas2NHu*VfS!M?7x<1|fR&~)DiK{ub7!73xDKfhcI``wLP4Q6wm#`Z-wI~I!H@XsfM
zx?C%q9Y7m^z(peq6X(&K+MHpac%KbJ=|!J)$xM9GQG$H^aIN?Zsin!s8Wic?uNtaT
zZO28Xp!1Pp(}rXzgKiK-n4ON=tt&Rtl2Y4*5Z3ibZ9O+ax3m5<MhfNKCxVZz@9C5i
zQdPq<H4w0N`dZODM|$+$r$Mf>dX?Lj$hWOEqwG${B)N`41Q{79Qv{JU{0yi9^CoiD
zneIsQJoj~YE`5I!`GOHkt~J%g`yvcIp2P4Cpd>VLQ+8B-HOp@N_$~`Y{P_vW1DX5C
z`dUI{1D?H^%j%GhY^}vvHAfe2t*ylAbVuDlL{Y2)d1-9qBe?cEz$Oba6^qdZ^2w(a
zd30VU(;xC~P2$N*Gs4!^<Wy8Y^9UX9xNB!4s63M6h-TWUP*>ylpVHK6M1AGV52mQa
zOvCOm$bJ5d;FfrMmqe~n6(@zzSE}%tj{^Vj$KzC$Rd2s!(3w7ppG+{KA^s8#g5j#k
zEhkkAbHLM=V(h#*mTF$Yn(HKM$iMRYOXes_DSSF*Z;B_MyOi91DY@NKC1Xut=Y<hX
zPxFN2%<`nq3{|od!w3fjzKcEG*!2d#j;0dPFul;x$d}71zp8oVv!ix%QB~IrP0Oz2
zye_YtEKqj!nQiKj7(2pW7BQXXfu1@?f3<LlrgN#;-G!dj5A*OEnyRWS5cz5@SgO$v
zcUYONHkpkR#{T(IdlFb98;o6y{JWuD1Lvn=I}EWhJMPj%yU^Z-GNKmmRUO!KhUt2d
z8dm}$Kh0%#&Ens_uzuq=lezSDSJFa!4b+^>T6(z|8VL*AD22(K6-P#|<!HRwU-y?A
zkhH(8TUelgXF6e;ChWDw70T}*rORC4$W4+=ZE7IEsHPjF#WEHA7RI#1gdKU<%2xIS
z<JJk=F6XHUX2dW8)LCTD9<2<G1tnrcb%UWx!*Pi%SUZ1>>6vK@ZR^2zl<3pR*Z%L?
z**%x~gXWKy%>kw?$XF_k_1-Ls7QU3Dh{m%4{X3!<Z1i@GK$BtHRJ^Di!3C8_O=@i%
z{13UZ2VS{vE<@)dU>bbTYt6>0yFh-z+q=83BDcJLhqgw*JMXu)T02w?!Y<+6X)#2O
zCDTkOk%1sk(hi8PVR#cqkG3TOng*V{Lepb*tw^ibH0cT@6m<Wkrr&wyS0Fsh%*jBh
z0T-H6IosFs%YO2gP{Qo@&65bZA^F-;@Bm`dZJ=N_7hML~&C|}yQ0S@HpNZkuc`Rx%
zJOE&a4gg^Oofw>)J#5XL9%{;E&83(O4xAf;z9&gas;^2U3V5gFlNYTEmqR<!jRI*6
zOE}BSIy*oOcnN!0%jeY}gN{gZnuW|nn({Yd$+p-87)nE#_A__I%onP5n@oD2Ogmx9
z+LW7MrMTu`wr`d{iz_f|XlrHW>JL)pvl02^wHab&A-(_UlufB-w1vl0jdl8?f4kz*
z#)l!MWiCc*=AO4jLBhy4Q#P*B#2NfyAzC{<Wg)3m#=uk}>$<`q-Z`7vH9ButyhHfK
z06-`x33e1<Qv36R)0ZD!+K36T4rt!B^Bz@4yZJ!>v8iYGA-2P7k|hVPO@<O)n<2eW
z4CeDJ!pxncS0r0e5~V;}dv5gjOiL~2)j=i~GH#O^moll|#+L0(O&?c0Bw6EuLhn91
zu_Y&R^uhHBy4({(l2vDxJ-MKbe4>#)B*7+b!YIS}H@6wf2Eru2%!8up4DX1e*RfL?
zzpcSSUD5oxIw?oqXP>nT`=*#c2(TAAm)75oDz_DYG~4|7GKa_*_@nkfjmmqf2uf&3
zf_2sMTkw~TZ)R`Hl@7%<cCdv@j-O9@;!mNHX=PawR~j|~_JlNhRl1WA=4TI6qNhZ%
zx|y;z4%&eEOyjNORZri+X#9F#>ElmZAzMiBU3X>J=`Z^1_ah=YkU%&F`6k*sQNqlS
z;{0)FeBzDc%Dbq2Zel$uw%g!krJFoSbSKLRM$y{%aw|IJ3=zwMB4wLdPTCj-kHL-h
zq1CiD+V~e#7zx1Vp{Kzsw++W21P&0dUm9l3aIL9ikuWIF>@z4?Cai?Y@pA$ZV2aRj
zuqX~M_ytaf!wiaMwrS1~%8;ojLNYDt*Erm1J$&_Cw6<{H_)v!N;e>mKdIp_vdk};W
z;*E_cX_B_SN_n1$4l5rt+g`nIzr_4g(Ty^@5ncC6etNI!dr<=n9nEc>*x4SQSqTbY
zcuov)2(G!IVrd^dXZd`UWEgr=_*VXhzIfBV)AQ*0E=o(F!d-SYD+HVSqbsS?QlTxB
zqfdW9lcxeuW5Z~a{Vq?NiAO=4HJ3YX;%pv=<@*WkAZsspu2IqHTJ97rez(P`&fE<R
z{|xS;vNxStUQ&1Aoj*w7ZuHAI+Dv*Dq<rtXnCGx)<m8MpE>A|vf#o#5Krzxa2_l-k
z+);2+XlhdDzPf#PGEssra@m>1Q5Zf2lR~AlueyBHE}y%=ed4%pl^O3hiv4%!KAh<$
z_VzXp!5bYn`Oqv&`4xVCG64>hQ`|L3^Or-xk@OnZb*oS5OI`<8LFnZe6~6`355VSz
z+6^+pu!Zs@&yAx`oY*v&r$$e{Xt8SVLrM?`-(ptJ;_9w!&2VdXM|@fdO!U^pug&bX
zeBs#9KUNlSPLXmz<h-v3sD3N16Rpfjm|v?kc03$|`03)cdVY-*|K)1%{9BpRCdv25
zI-gE?KXOH4v1aG8Y2<RPPVK}Kjc>fnQ0g~RET!u;LTAywiRYXA-nw#G5Vq3ZKT?=Z
z05?zRB}Wntc|SxQw3)jb{BsiJP##^F<BY7urzeQ$QYywdqWZ0}9)m_69d>TzZg(u=
zgp^>mDbZoet#nK#F|o6%*ps-}_i>-l=%Z=li(q_-OKTl`-`OnLe}+5XnA*1eI7a_d
zMWEgFmWq2)f8P^K{5QFO3+X>8{!3K#@gi97IWU4DxSIf?l9^oiBDQh@!mz+gV8F}j
zvYvgCZh$OV3y02lO6M;#3wG`ZFQHd3A>0#7y3ghVd*pxuAyNXVxv%(i(P#PJD1FeC
zcV5(^Sdp%FQ#`8~j8S~Wigib|ShT|<THzbZe}v89T~1LVX~xL3skfouV|&iqt((9Q
zSIDrde^sMg;6IEDWJk7&t=&oV^DGn#ee-2stC?q9rm2Ez?R59sqfKUnNCc7GZxD80
z89s~^^d#-U&gNieLv;@abEh{CDym2ve^3$Bu<(bAHHhCqe3vbXd9MpSsP9ew_Z$;@
zXZzTt8u^dan8^zH(DPqT*R*Agrideg79yG+lK2$C;<NsV+94>})Go5hxOYWaVQTe`
zPrms!d*d*<!>b^j5np=N2k8D}H6JIl&qwX}jHf+PTg+K)q0t;QNlY8Q{%!3HTmDFj
zq1kb;8~Re;K_WZ6HjL_&`K$Vcr+-pZh%GZ-yX=5fUM>8NCEV~Zu|*4piyi*<$MYBk
z`6$!^D6)ShtIT9S0rydy@%73m*eI@9c4Nj44Y*K`=(m++yHgf9C=oZPFR&40w!c6h
zwDJz~N|RsZg1W%<5V5~%gyO_4hyF&7*aJKF=D=$XQkV!;!3_H<0uj5fu;JkG0snp6
zc2DSEm;XJ(|9ANI82xzo^*0s(@Q17VPxL>du*dMn6QY0NpYLD)|ICXX8+hCy{9~XY
z03GGO_Y04$JT52xvEmO$gYlP@e~XL9(8qcEU+6j3A6fh{@Npje7r1(#7XP=?`6nwr
y20xDTf5F1{BglL3e~J3Xb{>b)zjml_|KGq;RY1BQ=m7wz_aD)R0_-6G0sjLq8p{s=

literal 0
HcmV?d00001

diff --git a/tests/test_data/test_structures/processes.csv b/tests/test_data/test_structures/processes.csv
deleted file mode 100644
index 052168f..0000000
--- a/tests/test_data/test_structures/processes.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-Input;Process;Output
-[biogas, natgas, SNG_ren, SNG_conv, hydrogen_ren, hydrogen_conv,heating_oil];pow_combustion_gt;[elec_ren, elec_conv+CO2]
-biogas;pow_combustion_gt_biogas;elec_ren
-natgas;pow_combustion_gt_natgas;elec_conv+CO2
-[SNG_ren, SNG_conv, nat.gas];pow_combustion_gt_SNG;[elec_ren, elec_conv+CO2]
diff --git a/tests/test_scripts.py b/tests/test_scripts.py
index 2f828e5..d4286bc 100644
--- a/tests/test_scripts.py
+++ b/tests/test_scripts.py
@@ -1,7 +1,17 @@
-from data_adapter.scripts.sedos_structure_parser import parse_es_structure
+import pandas as pd
+
+from scripts.sedos_structure_parser import parse_es_structure
 
 
 def test_parse_es_structure():
+    expected_output = pd.read_excel(r"test_data\test_structures\SEDOS_es_structure.xlsx")
+
+    print(expected_output.parameter)
+    parse_es_structure(
+        file_path=r"test_data\test_structures\SEDOS_Prozesse&Parameter.xlsx",
+        output_path=r"test_data\test_structures\SEDOS_es_structure_test_output.xlsx",
+    )
+
+    func_output = pd.read_excel(r"test_data\test_structures\SEDOS_es_structure_test_output.xlsx")
 
-    parse_es_structure(file_path="data_adapter/tests/test_data/test_structures/processes.csv")
-    pass
+    assert expected_output == func_output

From f52a5767402322d800a6762eebf888ccb7067bfc Mon Sep 17 00:00:00 2001
From: chrwm <christoph.muschner@rl-institut.de>
Date: Fri, 28 Apr 2023 14:11:05 +0200
Subject: [PATCH 4/7] Refactor es_structure to 3 functions

---
 scripts/sedos_structure_parser.py | 53 +++++++++++++++++++++----------
 1 file changed, 37 insertions(+), 16 deletions(-)

diff --git a/scripts/sedos_structure_parser.py b/scripts/sedos_structure_parser.py
index 7eddcab..773765b 100644
--- a/scripts/sedos_structure_parser.py
+++ b/scripts/sedos_structure_parser.py
@@ -1,23 +1,18 @@
 import pandas as pd
 
 
-def parse_es_structure(file_path: str, output_path: str) -> None:
+def read_sedos_bwshare_excel(file_path: str) -> dict:
     """
-    Parses the es_structure in SEDOS project from two different B&W share tables.
+    Read SEDOS B&W-share excel file.
 
     Parameters
     ----------
-    file_path: str
-        Path to B&W raw xlsx
-    output_path: str
-        Path to output file
-
+    file_path
+        Path to downloaded B&W share file.
     Returns
     -------
-    None
+    dict of dataframes
     """
-
-    # structure_file = settings.STRUCTURES_DIR / f"{default_structure}.csv"
     processes = pd.read_excel(
         io=file_path, engine="openpyxl", sheet_name="Processes", usecols=["Input", "Process", "Output"]
     )
@@ -26,6 +21,28 @@ def parse_es_structure(file_path: str, output_path: str) -> None:
         io=file_path, engine="openpyxl", sheet_name="input_output", usecols=["parameter", "process", "input", "output"]
     )
 
+    return {"processes": processes, "input_output": input_output}
+
+
+def parse_es_structure(sedos_es_dict: dict) -> pd.DataFrame:
+    """
+    Parse the es_structure in SEDOS project from two different B&W share tables.
+
+    Parameters
+    ----------
+    sedos_es_dict: dict
+        Dict with dataframe of "processes" and "input_output" sheet
+
+    Returns
+    -------
+    es_structure: pd.Dataframe
+        Structure of energy system with default and parameter-specific inputs & outputs per process
+    """
+
+    # structure_file = settings.STRUCTURES_DIR / f"{default_structure}.csv"
+    processes = sedos_es_dict["processes"]
+    input_output = sedos_es_dict["input_output"]
+
     inputs_outputs_default = pd.DataFrame(
         data={
             "parameter": "default",
@@ -47,14 +64,18 @@ def parse_es_structure(file_path: str, output_path: str) -> None:
     es_structure.sort_values(by=["process", "parameter"], inplace=True)
     es_structure.reset_index(inplace=True, drop=True)
 
+    return es_structure
+
+
+def write_es_structure_file(es_structure: pd.DataFrame, output_path: str) -> None:
+
     # save to excel
     es_structure.to_excel(rf"{output_path}", index=False)
 
-    return None
-
 
 if __name__ == "__main__":
-    parse_es_structure(
-        file_path="SEDOS_Prozesse&Parameter.xlsx",
-        output_path="SEDOS_es_structure.xlsx",
-    )
+    sedos_es_dict = read_sedos_bwshare_excel(file_path="SEDOS_Prozesse&Parameter.xlsx")
+
+    es_structure = parse_es_structure(sedos_es_dict=sedos_es_dict)
+
+    write_es_structure_file(es_structure=es_structure, output_path="SEDOS_es_structure.xlsx")

From d9cccb398d4ed85237836a1839d827fb84d7088d Mon Sep 17 00:00:00 2001
From: chrwm <christoph.muschner@rl-institut.de>
Date: Fri, 28 Apr 2023 14:12:32 +0200
Subject: [PATCH 5/7] Clean script

---
 scripts/sedos_structure_parser.py | 9 ---------
 1 file changed, 9 deletions(-)

diff --git a/scripts/sedos_structure_parser.py b/scripts/sedos_structure_parser.py
index 773765b..c3d8834 100644
--- a/scripts/sedos_structure_parser.py
+++ b/scripts/sedos_structure_parser.py
@@ -39,7 +39,6 @@ def parse_es_structure(sedos_es_dict: dict) -> pd.DataFrame:
         Structure of energy system with default and parameter-specific inputs & outputs per process
     """
 
-    # structure_file = settings.STRUCTURES_DIR / f"{default_structure}.csv"
     processes = sedos_es_dict["processes"]
     input_output = sedos_es_dict["input_output"]
 
@@ -71,11 +70,3 @@ def write_es_structure_file(es_structure: pd.DataFrame, output_path: str) -> Non
 
     # save to excel
     es_structure.to_excel(rf"{output_path}", index=False)
-
-
-if __name__ == "__main__":
-    sedos_es_dict = read_sedos_bwshare_excel(file_path="SEDOS_Prozesse&Parameter.xlsx")
-
-    es_structure = parse_es_structure(sedos_es_dict=sedos_es_dict)
-
-    write_es_structure_file(es_structure=es_structure, output_path="SEDOS_es_structure.xlsx")

From 6b66c6d81372f9a966235d9cd1dc8d0827e8bd6f Mon Sep 17 00:00:00 2001
From: chrwm <christoph.muschner@rl-institut.de>
Date: Fri, 28 Apr 2023 14:49:25 +0200
Subject: [PATCH 6/7] Update unit test

---
 .../SEDOS_Prozesse&Parameter.xlsx             | Bin 15110 -> 11957 bytes
 .../test_structures/SEDOS_es_structure.xlsx   | Bin 5569 -> 0 bytes
 tests/test_scripts.py                         |  47 ++++++++++++++----
 3 files changed, 38 insertions(+), 9 deletions(-)
 delete mode 100644 tests/test_data/test_structures/SEDOS_es_structure.xlsx

diff --git a/tests/test_data/test_structures/SEDOS_Prozesse&Parameter.xlsx b/tests/test_data/test_structures/SEDOS_Prozesse&Parameter.xlsx
index 02d9d5ad5aa43aae5677e9d3d2ac93459e77a616..267973ba6f7920e21cfaf3c16eb43d45e2e5ebb6 100644
GIT binary patch
delta 4930
zcmZ8lXH*l+whf{8P^C(dE(WP4NRZwG2-2i?2!t+8AoSi7kS3r66r@Q<2vwR?14xrz
z1QC%UO@XK1eed17?)fuo&Fo(@`|R0g$ND!~)>@OJNcB}asDJ<f2N3{33jhED-Ngbt
zecbFkJ>9^8NO!EEcG~1!P{*wUF45&?*B(6hA)3kW#z#W^w`o?qRb{CQravhc=9;bx
z6O?%-hIzrcagxg;A(E19@<N)0tw%lEk!2;~{1%dil(;+Fy_W+?x3xk5mQhl9H;xBk
zI55h(GjA_tp(<sLj%cEz7)~amM?cP1-IbQS$!0CnFHGk04!KsfuKz3csMsMhWdN-b
zG0~ttxTt-1#OW4Gr+B52McmEz-sA+srzy2p(PgvRD~v6cZelqPnRz}bC3+<nV}!EB
zn&u&<+U~#7J77E|!6a2gzWw=d7M@4=8$qZ~p0c|52G7<4Wb{TFY>%k&5?C?JE1a>?
zi@XD@p_Eme{C3VoGc!+Hm423IW#wd_hv`&%>*r##xbL{4tGwb{LWn;`uUwb%*^RSD
z5ppk|of<<@efM*OozIA~d*{V?q_9uwijUfZf6UtUu?dFUZDK8Fo>BHS88s<-vxyRy
zQZor?zGuB(!3LC5q-MTdBj?*gVol8wcjSFV_@zrWj~-hl);V)sR$lPr*KeV-rR%K*
z$st>QKjaB<-!6paIMlC3g)=YG$z)Qv<FrH1!aYA+QcIB4gQk|d@Elh8kwKf)A(1qK
zwS-R=+=FNB#|@a@`iR@^hbIgZiwJu>R8O}JpJ<}iE29=75ua4lVP+_*6Hj;F(GcW4
z<9qt7BLP)F)ApMHO-ILwB2o8f*Z9K}CPn~&`d@7E^$T)$^!>|~5mWQDH5taRnyG8h
zIcx(+5J~pNF-PMz@{N{c)&+u|v{Kd^ljAyDag7_$1v<6VbBohP?adZ-`i6L%oM~rC
ztVc2OZ<>V{q^3}1s>+qk@hYG?;<iAnrCnyptm7KtpHNs8Yk|%y32<LtMl(N84<Nph
zYQi8s#KFw5flnBGUrvxUL^CkMj$qNwHY-Tc%i@EoaJ|LCcXQz~)(Sc`S3h!%#H3D>
zR@MWlfygo861%F}^bEBU&!prVfn(u_&0{ZzN4lL}3!GCEO9H|v6jp~Set@YpO{H6P
z<I~L{lqhv`zHl7%(1GYe6>(8ALtz3w{!D~{fUP*#Mgojt;mYZbfDGm(-x>?FC7ZY%
zU#ccikQv-h>Evgn4~4sSu<8nLE7CmniDUK$J2y_?U@qpVpUH5;XWWA{S<3WyQ30j|
z!i}Yr!PKu^EyP)gGJB~DN0;4Q8K|fi%a;k%sPgJZd+pyvMvK=uOJ}!@E-_wHn71jK
zL3pf<jRc7&9d=M@n+5(W^m&w`<H~Gf>FXe8Cozh4e+$+AidThZ`aWv*Lv{x*^WWAr
zo=1pl-x3);r8g)#6=FUD#JoVZ`J<dmaI~khRo)}Jd<K!-uA@P8%4bOBE|8QFExbP&
z#RqhMQ=C-#n@KM2+80cuQa%JJ3+$F0!KO9eKF$I)@hFjMi1PG=CGsRz@E@?B9if>h
zRo8x7*aQ=P#Ju;*@_4<LwE}OL%>9(;0xdB0<xH@IJ)pV*u7s*C!v`t-XWZ9<(Qa9R
zS(xV8W5JZ|T<>M$G2}!b?U|hl%TqMU>d2(dTZ5FUPAl0xE4KWMq?J4~UZ)(%&|^4R
z`Ml=4#;d812zO57t&3gn6p=Z1uWp1;h@Wx(G|8B6Q+9drL9M+h4cUUm?DSikc1OHT
zgcjc?u+L(C1*rM*BI~1Sc4lz50~N8(qI7n9@dJQ{u{<7RWL%NCo(MdD91KG}FBCmv
zQ-$4v>2FF-5*o=%!uDHt6hm4po~8xFT=}|C>U8{^l2qKW;f@Fl7FCI8lqX}Q+EW~q
zh?BB?qRt+L>qRIXe^Cfl;$oALqK&;~c+(gk?EdpbeDH(&Bu|k>M=Zep2gGB`nx*)x
zk;zx|$^A}(-ExCNv_6J0L>L;><Ip<8=k8yrl$YKS9=C;f+vf3)nqazdrwWe19Ph@e
zCsU0IgEI_9#7KVvSNqHrCWig|G=ljilwsEW99_v>+KcX(NV18hOUotuf)1Up#h3g1
zpJ6LArc6=_*B!c~SKp-lMqj`<^Kjq;o#p&7otjgL=c7to9zJ5%uHz8r2M6&bg$3M&
z5ZuF|mGW0E(a6D0<Ny%+1aVQpM=&oNu)Mcm4I7Z@t=`MQ$=}TD4V#fv9`|;>Tsoen
zgr&3vtk-8Cp}N1^A3>KiCNOvN8l9&L)8#4Rh!z=?O!qWR7f#!Ut^t3wrk)){K|nEY
zXsieNBRGLHXfe8*sAQ9&)O8sUj&$$=*}JsH*+Y_rDA(br5gvu~F`qKWd4b3DOo<++
z8@sPsG`2oPbp!@gR+!Y7iWuaNd%`(!cApsLJ=Wbb`{_Jx2lMVZvR_}$%;*h6zCsat
zugmT%^)GvKp_VQ$hPQO*v{8LI>Yx{U%?DXW9?$tgpY&0GMF}?a-l;4Qb_2zAe#<=O
z?A_*jo+mpr=~pNf-|#lE)`=@YaopKpHPg76q}hVlwndHOaK8q-8|MQ5nc+okC)WJk
zP&J=Mi9-{97QiZ%nuoaD!yCk=N^ge^JH2MJ8-8GQ7W*jq<ak671b&!sk!La_5~0yH
znh*|rcoM&Qgp#?+tfD>V)%9mLD@KuZoc8a>m#j-xd-olXp9rU_T&7_<$a*~irJ%ZJ
zB)ohTkf6S&7BisM@H@ZtG8lK2vneti9K=zy$<~|Im)$QJ<V(y)ud%1gcUvu>`Zs!T
zFQsRDoToq^@9Be&%MN)3!(yzHG&@A=><S5=KG}sLQCHKq=dFXb<{3Kn5wLOjE$DRN
zk1Ck+WLnTzgJ6i;ICSEdrhryy<)Z}1Jdy>cK2gTqyr1rJ;clt0c$*-Mfbr{O@AZsj
z(=1<&{+yPWyjha=Q*X~Z)!+K?79*41;t>}8(cG5`O28OK#jPBZLTHe1eoXGg=OM6-
z0R&2d(s61UQWPX?`>7#7`-UJtoGs!VqAZoo@yJk`fWZXb_1>ri{dP*uy%HC3NIFF}
zWwgF=fOQY65U^RRAkS$*_(^2vsoyX~)CB}vcNwIy(5!g}W@ay#rb;DzgJF-;qtxok
zISicAoL2>&)%MCYtfvoKvBP|XVH<aeDDK9g*y(+arD&^;Z2U6}+F(9VstDl7>K0vE
zgZZ9qKGz7?0C5i;^f}0z&vcqOPR*vDe73wPawOD0gPw+Z)k$JkfnfCLZhbhX6LIbz
zuoKv4LgRJs%0o(5=Gxv$ZuFe$hY?j8HgfSKbK~N9pnr}u-)<S#ZQ|TfB=<>mbq`7o
z=pQKMa40mmArAT_7wP7(tw3Kpigp`Z`Iz2q&nu%B$hLVU#m0?RH_MeHu{&z_?MfB=
z2Kjk-P{7WmLY*tuA6^&KgBF-Ut6AbU{5XqS+u`Ic`{r594w5l~+SR0yLmP@umn#~$
z^M&O!-{bU;|8oP1@_|8h1Zd}f8J7~z>8xrJoCfHjN%unE;3FB)?~32JImdy|0^WnM
zdnIf|tH3N>X4iM7U?*2&QKw-)k+0)Z)UcL*S3z8&yR<d)j-Rv<!P>S4)M9Meti6Yl
zJ$6e=a3a!K>--1lJ9CGh$>&u`vQxGvI#+S0d^uzox<F}qw5P*DOG&b%N{igsKtTT@
z?Z2c#gBeIfk#lJl#`Q-k1nB-q1uIJYuO+E8g?lbQKsd39YwjObp?w#%wyiFrj0?&U
zs*~RfS#z6WG+t(7*Rh=)%6Mk}d@vs$RHZ@cXv=#mL)rCwr?k4jxhGIFpNhCTjRVi<
zXDHJ~b@}^X(>{>{>{Z{*gw%+&B3Cam=DK=(Q~2rHQ>AD^GV1XOt9buaR8adYn$7oF
z6E;H7`~yOCMQ|ag-I2%>V`v%lVt>FYWthY@nwULGv3a468+wOE+BKTQ7TW_nI|`jU
zlzeQN9Pvi{scZum<>O|+fvIt6pi%K)c~akur7~++rOlF9H`NVi_n+$&9bif|=px09
z6*>5E@R+aXcLF@3RoIpUC9y|yYk?}1hB+vQXwdwQQS8;7p^Vf1F)^*(IH0zKYcxmh
zwYpXjc5wzC8xp>O<&7DMj#@p``Gl>I@Z(Y@zcx|)zOH)nOd@uMcqeU~p!0RbWp4rX
z+?q1~r-qA~&+(zL-+2R=)il|nyH<~n@58R(9~P~`!&f}KS0X<xqBvQrikTF8QLn(I
zBiwCgs+MVNGG4t>6faF*`W%P|lB==pFq)N?MUm-&ykLra5&1+{zri~~rkwk_sr6&x
zg{`iPqia*&cU%uetf9<-jSk1#;ieJXo^LT>EdZ$&f6SAsDeBy;+NU;kz@2pNQ+i_2
zbV7d)#98~{vn5GJR4K%)vgS_Y3)L_roj>!<+C3rVoD2*yM$Rx>s5tuOW*g;)d0-|U
zj__ABGgl~=O&Zi??P(`;OvvOhC9`Zfi>zzX2xcB4c0>~VvW?4_7uFU}X6P@ftK^@4
zCD&P8dFKKXMY*>zj~$2JU1QZy2Ddk(vxR!)NYxUxez+k~5;mbcMHczTX3L<s&vQ$<
zvc~2ZixfA>k!i1V-j&}pAL$uJseGk5RM07>d%oImslO*6<Q4eimOvis76KAa0^5cO
zyfV+tHu4Pd@Q!*u&M0Qu6&Ccy?D<K{_=|?|3F)5`Q;r<z4b24n0;DD37+3@2V#hCE
zO5VvtHI$+&X_o=)$t+JueOdn~EyqTXUAj98(bT=l=71=>bTf<VpgS4dG1Xc^??OP@
z8A=)_W=FRaMW++WjMbqErM<hq)eMuc93D3CDkJQ(n5>zpOjUgM*zLlWL8VPELN^3~
zeJHqoR9r^zt+$;%&Aq_fTX+r8(9E}o63)*uP^PcYHLBKcp$5tC@uABf+$z4??|9v^
zHhjXhYh|-3ZFG8oTpTcbQp54hw_x6)$2Z{Z6rGjUE2PB-+d=J4kFPVYnD+<ojrcqE
zK2LOCmD+1dw=G-do;IB@UWB7_xl}Yab{`Bb-eUUU6STg1Q(g=N=|2Yxg=m*UuEUpj
zO9bRW-Y(CXo1<Zv&J|7u30*UCF8Zm{D5^#bd93yenc?r017Gj`BOes6br3A41OUJ@
zBJ>?$HdOQ@_}`fq_jl$kQV`DfFe6ZMHExRm(jzjO3MxJv%A%(p4=~8-YG1>2l@$3D
zacA~&M_WN#b3=RM_*y~;-sQ{h3&aOj)0o_*z5>*;s5NdqxxFD*%Efj}PvN&r=#?nX
zq3HX^c}KX@>0c0m#yA5!ld(;&W@<G?-W_F0XSk{0)Ij>9G{JdtC%*+V?^9OW6gFnP
z>}70zSrV)2oP*nRRg#5=T=W??>e&?uc-wC$FLQ`+f6bq1<nmsUM~L#lbFw;~a~T&!
z6W+HSReAx_nZ3e5MZ5e@9<-f!(c<HR$)=oU#!XknxiM+d=lY5dsd7BJ!@ue;7@?wA
z?tH2zFi=0_?O-{*@4Pb*VA7E+`~8%5U4GDCzkhg|j;AcGq?l+oMq*w*f+58v4`?)+
zuAVf0FQ_4}>PRs-2CowtSy;?Yd{gOqo+K`nQ<t}<y8)im^kuAweW59=E{V;RXp{uW
z!G8`=DI24hRUI8ISsp2n%jSj;SE9z17IX?03!@GAs!98@b+cExscHIED+h?uN<MU$
zyT8Bus?2pJFZVL}g`+`G=)~3gyUv+L>*s9geHXTq>aF)lZ(}1WpIOhWt^1r81q^YI
zH{w?Xp>IFi4w1RN3g0A26WiuLn*BJ0*fd|aE`WrH?uh*vWv{OZ0s7j6M2zS$Lh^c1
z(Jw$ES!@=j{)U(|0V<Y4%AU_AF!TL(a({Cft~Ry`Ie)mnut1#yN=e&;oj&u`&4-^n
zVM2DxmQS<r!y<Y0Ehx*4?T@WS)_D>OoV9ATZnKmSLZpT~JtaJZW|*xiWo&RnH;6NR
zF!|ylxO<HD1KO{1cZp*tdP|$6k5*kwX76@5-R=_RNoye)M-ShXLsc)&lU*_VZVe1`
zE9p0ow)9pA5`b(n=gi2UV)Sc`KVk^1qi{)O#l;TB&Sy%~Qjf*I+<5W3lt>)5QIFU9
z(kNWgCx9vMayo0SFl(sI8fDnh)OrjLpi6FOP4iGt;UR}@$?M5q)W5PzJ;Y#Lb=17I
zC?tv<RJdZTQ~KUqatq8Iyp(6XESgOl3N4^X;wv2r7bu}zV@+>Ptw9-HQU7Dw--(-&
zkpF+Cgl30GvHy2w@aL}ow-V6^h%E4u7A*|oM-M|l?EiNA007JXq5fG((I*g9Ae;#e
zgYt9y`=|eJm>w%S3@XC$?}i2d{v;LuQCLp2xG*z%9x4JH<wBFl@^burWUoKXpZ6yO
nqx%me0MNjTR*{7P&H2%T;v(oOSrMS1FnUf_kYr!vFYbQ;3sf4w

delta 8091
zcmaKRbySpV_co1y(%m4PN{0+0A>AF)F@!WC^(Y`UAjp8Dbmt%?(kUe+-Ju{L4Uz&f
z-wf(GXMMl5UjBOaeeZqkeeIgHxN9sT{3<N*fHL|DRU!;DG<GaBG$J%KG=EpYC+=P@
zHty~&0{(8Ud3qZ0V|R#~Zyzx6E!C<t<Xhwv@O~G_!F?TLUkg)C-l~f;0Iao~F81C^
zkYhCSEt7tZT@gQAtS+p5Sl0XGYuNjOtQqEf1?tDVU_b2O^YgEp5s7F6`syaP@dHSo
zF9Ji4T2mO|OYZOmGORn<S)$MSp=|r6PLw#4cwy3JTcViizXb4x2n=7C-WcYgDcF!0
zQKy|{`F6!l?bn!WK5w$<WSxb1@ZfISfjqy3L@xM>RATV5#nWisIg*&Jm@SQ!i#=r>
zl3tnNMm`F1a3AWWestgEQ}Zo90?csL1{Of@%mJKe&#*e<!<+2CYsWcIk6SP&5JTF9
zF>gewU@&~Q;Dq^#>#V!kJ+EWIRfM)c<n6C2n~l5e^-J8ui+6~<UC`{$x%UyOq?PM6
zikQ7r2W77wW$l#-Rda{Xe4gRpqZ!XTD9Ji(3c~NL_*Mf$hnM0uv~O953$B-Ht^NS8
zYD8C8el4u`RN1sm!fgmS1<`3D&n#+>1@OPn5#BoC3)HMoOGUI3besJoO@il6bOHV1
zsUJ=+O=9HF%6wB3S5#B_81ZAu*Tx}4l}(8h<Jb)O;&ltjApH7L^s-cQtsGw!BB_>}
zt|Ue_%W=j5{falvzAN(ynl5o4)OYf=36{Xwhh>@LT&&#a+VY<`j7kf~=6zm}&<om7
zX;j!h*mv_|KuEOi&k&(O(Mibhpz^NW2FPaNfo2m>1G5t3A(q7mmcGDV><*3alAC13
zx=(6G2ULSaqcIH`q*Vt*d}<KE@#$D;U!};|)~qWSE)Ji({5+TuB%tTq^tFjO4ZC2@
zQysH9swbQu^DuL2m^MX;g&0DzdJ}gIhiYwoqfnOP#kBTiRfjP(T6;{JIo_){x5g+#
z2}Q+7N8n96EPS1tba)Wv_iB~8>xFre?wog8OFC=E0KRpa66{$X7ou_q9#u#~YA44<
zLifU+7A$hrV0Z5!0lvOkZ6s^1&qe*zc2>lRn2Ji$VJK$~W|o*1De2eXceexWa-AZv
zDyCTKTXy`Dzl^DLyyc3GDt~)p06j}>bcHDvVFzSiVmaCvRu@2*VFwXhv2_J9=?ZB-
z=83ah6Aa?+BrQ94ljYdGB9qi$cqo%bs{NAw{pyEX+Yg4EvjPK$U((l;HVmFID?|EN
z@bDm>(JO67kCpQBr7Ha8@=o{*SB{l(+uM?Xu&+fIbabQ^#j{Tr^i$+|WK}CCOV7E#
z6yX8+X3~fGD(!7P7y@h_Ll3@F`(F4$pUd6dKk3sQZxXJCNzT?~u-Y2wedgnmV6U{R
z3>qCYo|#>4ds9Y|ycUR8d>Z(zU(qTed&OU~wPs{7(rnvMdaZ{|H?$qh@6RZ&{&=~A
zSj6C#1}8ZuhAS^;fAS^8y)XoU09N?B4K@zI=@U)PXiqA|xoXrZ@dr#jIP-Q3ge9hg
z|G?$!5K2LyxO{1D6@WcL-eZ^kxHzZgi|_lfw}vrJ5^2VVcS+r3mTp~Pd<j-uQtu`3
zn{r)V;h5q&kk@@=JGLj1<JcW+CRr=DBl879QgEagFnDUWl_10ki*BC;zlkYNNM()&
zdXr{FSnf>>_Wdk*>7&X})-h>~YxI@YzG~qMhN1SY4fu!BTS@jlxAo+9ta~cVi9fuq
zD79_(|CrZ}k*o|C^O{I4Ca%3Wf04+p=2>GU^&F#Mla@CFYKg|i%LI<%;Z6Q@fQj~#
zHb5pl1CHUMD8nkFy?T2L(*PtSgQ(n)1A^+z15cm4xUzL3P;WUH7na+wVt(!)z^CxM
zW)Y9(=8k5sP~^CEP5!N?yskZEQVOj^d7MYt*7Ao|XR?*1kfI(#rkJAIYTJq_CDBtB
ztIGkMlNhz+cXk<|WGfM|GAwUSPT5`!3Q}z;r(=~;shLTdh$dg$HOn6~5zepQ8v|tc
zr;C`$cvju3?<RGoFjzA6^(o#jVCThohED1?J(k5;d-tobWWL>J(*%Hu3y>>V?anTJ
zlj+{+&m){g7`827hQ#@5VjM25&sd27gfcGQ2O<p1A;B)+KCiuA3QQSX|9a!Gmlgu-
zF5P-imAjbDoKe^8DfjgkXZee=Ppx{}-57dX`bP#T81H>|Z<p@{9a!|>H@<W^K6i4u
zbz!lDA3T+M8d&WpdnCGhmF%waa;IU?On2klR!&zP&t<4Yk|mg&5U+tVydo7^@gzQI
z41tc?GSvjc_~`g#fw~(z$W_xx0c9d#1d@#BUgk;=2U~&>=m(&$iGfLWB6th4PmRGf
z)iB2t2|VXEzTw(m=iHVRo-+(DVE6k9`__}P`}{ACoB5iIM&C=8`Gtt!1;^{t$gED-
zuOog<t-zA^YAj6CM?($m)`5gcL<8a&wnOKZF~`f2j!RPFw{F?^ZV^i^)k5Vh@PW(}
zimx>Eo_mb&N(`1&MwggTr)PrYNi7g6G{|eIFfDT0nYHen@haRwkiA%nB#%XL79DYt
zGUdipHn59lR4{m`_KQ8&{uWEd57s@9zxEPu_28+RV(L*b+QQxl-{AT5Wjsa8Ky}22
zqj?QxbLObol&N;9XUZ2l+_>0$z|JH2A!&r!`=?Q`kcy=rSihjqT0f7y${<;t^8uWe
zOuvvDET*~%vD~M+bxn!4xnt51)DJ5h5C=uuj1O>l*7jTC5xrC2<GZC_d7tb00Hd`_
z$|3cB`}YUrgrO~x!EAYh%<FfK*)pn&X!x12E(7d`7#Vv_&WFm~e-<}(01IBE<!d8B
z=>CF%U}@7U-iLXu`?2|)=J}5F3+s}}86L?Q)f>SX!W(!-8}-jN+!CK_e<FL6XVI`E
zb~G5~n9N?UIRj;K0}YbqMOwF_Q<F}0q%`lYtcv-+@a_HfrJdURZP-Iw4>v-NkL}<h
z9L%gD|Im_)r$TpbgywNIi~%=BDBi4Uk6^s=yT2CIfGH%*LX>zDUdBPzsEDx^^6F-+
zqUI~*=k?s9=<Tcw#C*DmcNLstD-$btP9b(ye551NHwH9b5#FHOcxLq~F_uMFRyac0
zKY5qxQ=2hcNF&x-fif-@#OHp6vPw5`@sfl5H=9^xoNiVf7Kv*^;E&~i_P1?l2d3+;
zr3#J`t7F~%4djVB4D*p=yck>eU(cHu)^N5t#)SoJYHEmrHxt&{nyM7DaUN!<qN-4Y
zGDA0UJ>%`f=atIiOoSNTdZ=^MHJfeJICcjyP5a~%1$jp&KC<IoOrrWj_e~#bphBAp
zhd236Z$e3bIJfWo;*0Eh{SWK5b8qF@)Pov%9^LCtG=7Z>Mvrk-lbX*}$Q9$JkGpX^
z7oD-J6DrcxS#|H|Ieoa28<+8@XT<qrIi9r|>w-vEBq$+lxM=OOn8zFKr2<hFSCzcE
zgoMrc$;3G4@oi}gvQ4uRj&S~HAApWj*J6@Yq@-A>q;xZ~!5v5;{=hcsrmXC%02waA
zp)MvY!aFWgCF^*t&~OW{c-NkUb^^{iQ6|DNAuN*HGIsP@;oMVcO$}5Mr%)3AeZxR>
zYV1_zzLspon<cs2%|Q5OV@iwo0ZdO{224x-HoGe=M1OEKbKfC)OXK5)CqSdg)~gwE
zZ&z457}xoD(?y*<v&U{ngB@_XI}u+}SP3s&PI~?%ZSlP}l)+8k=8ZZ=?xrJO|6;;3
zd#Tx?&O2|hlqS^ttU5MV|9jG7{JMq(z2E1(PPDZUUTjIE2c?63o6t1^7P{vpyQcf*
z(Ss1JR6y-f%_F&?O9>a6i2eyLN~Ob9R|?G;R<Y$v-ZY7BDbs5Ciq(6jf`*444H@_e
zdom-0Lv<jUrjD<i&lmJ0p7&g+gQpPBry?uQ<r-kKrDG`~vOf@C2S|8m+`J^bRti(4
zTMIO%@}Bn8YHeQnBFNCt5C}{(Z8c0Rax@&Y8&F~r>}oR#3@rRs6JRQr5Do2qFLE!^
zK%dcI1Mkz#+*f)j!j~|=$=(RCR9nzkxY-X`xJx+`i6+MZb2Ke*vu4wIC9(4M*D?5n
zM3meh*`I6@w0$;OGNvdBi9A|AS%|l+O>KuQdzix-SBDp3Bg1TJc`_#(VXOOlz{P6h
zPY)0Hj|IIJ?k8PdXJrzEKoeqxX?L;jW8sPmprapFR3R-8S#D6%$`JRmbjl``$-OVQ
z60-DEfM~8MCX?}zQqQmK-po<RhtyY0@rAi=EsM7_zMkwe#{KyDw3&yoZ(`l8vQ+(>
zw(Ad`A;ek3A`@NB&Zdml+~xkp;Z>wT{ldfOo?{1#V6~i&?S8%&TmA3ueTz^1eo@;0
z!vM%l2h}Goy)%mZVGJ@7*LiG5)_l@L&99`hakUF(U>J`K_Tb8ZeaxKSk*DnN@Bv^i
zhh-<b<|>a5vig{0DN}6>D6|gZXbD4j`*(T_9%(%W(GYH)u2k~LPLyAWzNGFU?Gb4a
zcvW6<3|p43oZ*X<Z9LmtY1N%LJJ<=Ma|8}QxthWl(_Lz1AFmy#1qdU&sP9pH{<*Gk
zoIQW({Y$@DAkx|k`ty_PZctj^MkBz#bfpisd{ip2a5gcqZfo%Pvt@Ko6)3M(Yl$&t
zg{KAP*(ZK5;YnKRMaJ8WAo{QspwoTIib%N%u6Ew-{>=GUs0_kT>VC`;6$WnuKLB>w
z>`1TJNDwkA1M`Ceaa7iR88kuG63us{TRl=11~{RvQV7BF*aopJ@EZU)?(&q<Y6k5)
zNHJVRHudf85w6ZLXOJET)_mR~8(2_EKX*E>o<RhO$eUx7ny##yvb8*xh$;tlmxt6d
zEycBr8))4Ina6v;ZZp1ncy<`21Eg&~?XFaR(%ri9%e}z7w9|JY#p}EJj8dnqmsqlI
zf$QyMX-~$x?Rqcm1KxO*Rncpjtrnzn&qbNIbi#%0=}6>H@2yH^cpWW#Oma!?=N6RG
z`#`e8-8eM+w1Q<vvT+ZxZUY`)cX7OnAX3XUtWSG?(Lz2Jim;Lwa9A(_5dmU(GA>mT
z%XG6J^N{u`S`F)2x9Z>cJW-rWfXHh&Fd*IfmW@h|FNnIKOf1I5zR3{e?TTF?uysp)
z9De=ctHQRq2Kz}Q_KktSZlwPj=wcV6l4VEb;<4&n!YREom02_6OW(wefyO|wjBa!F
zra-BT?xx#60o{vHQ#QYa+C?@CLBO%cvtju%$;ajSxz~J4R{an~S#79aFb1~tRPG}F
z>;yLXwz)<CuM-SMyTY6Ods$Y#6xX!M!6LpXYgp(G8c5t#2Chq>r(Kbr9!&Y39t(S}
ze#%j<zhW!2CEZwtQoZ4OXF1)Dx5A0ZZ~*vAMY>2ZKxwD4GN&@;DEC^V1t}v%=q^cW
zsbVI!$>^Ei=#fbRdmI(J#;64$mC=;EplV7U0YOY+cXb|KPM%5w7dVs)oG8G@rJB-~
z$N`#7v;&X6AXHQ#Gae21(;8ce&h*Ka*BQlnEh3jBqCzD_&aPo4qd|<sQzR7D8D+Bo
zjJ1<QXtuyYDB=76`fd#DQ&53k!`Z<L-$o^JY_LX>q0CSaWRqj+f3MYzwS-BKE>M98
zTgwb8{Bb=Pek^ir@Xdqg4-W^RFCe8DMZpJ2fqM&FfMPYA%>^z%`iMdLco3PB_qHm-
z;o5>BCeZ<D@D^$C*hiuz;6#*65lN-Tha=`XFF6j~IS$v~3^6$c9HGvd>j5KCIUGV}
zd0AY}4t&lIIYlZB`w21EiULR@075^ch@@pLr!zV*vomJ?H%+(B+R0jRgehe2t6#^n
z#s^;e8{69U30MHh075T-;*7H8o8B3F@Rw)ku?WH6d=gBK@%>E<pRraoD)*?wR9nf!
z(Lr*6?(kO+#VKFJ;jJX*)Op(C@5d=VUrD^<#~qV)Hpi0J=xM9-{S8WF5HDa}GFJS-
zZoRGB^&^gZK-_R7NQJtgi8&z<i(@{T9jA90TYBC_Wpb;IAfRq4Q6xBxCphs=h@ip7
ziqrXct7J}Hy_X7gqkevT?#7D#1~j}<%>X!;NC9akgOEV_Bb_goJ2kt=Qt$W`ZwBAf
zV4~35Mn+Psni<Z!l2~%2(k3K;68KPpWP8_ln4A8FcLzjA#o%1KZMyh|Em_1~e#~7z
zav{HH9Lly+j#!J50499eMg=T2^U=kJU9{5pbd3twzXdvJeELQ}0q3_wFOAP2P2ua>
zvEQT~RI%KqyFXprYfIKGV6Y+o)wVDvUIQ8VF^K%W9}mV1D)K#f7Q4cngg?g$emtZz
z;n`{wkZoFOnqM*1o0E_qy_(o;sdqqCC1!$sY|<1-t{v0)$aAkxn%EpDk`2c>fNPar
z`zMZ@7A5<34}aRh?%OCH%H!D=K1kA_W->N7l;^fD>_C1u>Wj)I>HG2MU;93k2P2P@
z{~R0p@z`DauHNQ)zpX!Bg=Y&ZIm-T0rT3~Im4ea8j(!21?idJF7tCTgmYtnudqp3s
z8gJ!PHyHqt+xYRsT$}f7bM<bMdcuuC<o13%uV=y!o*OJY)k&Kv_IE%f;>ja&updtW
zDuRi0s;-pu7#A_?@4AX&(lKI<oy@#B&pHM*6~&Q^D@qn4F@`i1C4QHZ>)W<|QZ*_n
zX+eA`X^IV0B1%rPE4=3c_ebwjElHIGn(_U_tj%?g#%J`VXG*Ockq#A`;|nXQjoOEh
zBu?fpI^*258v8C<ve!QNd~Q}ZYgiw5QaQbKyEZ@YDmn7Q`%PD^aUt_0p1Nthx@k@v
z<H|_R7m#Lr0Ws?!E5#>L8691Zu&Iy%aW{+|kPDn3^^o-fW(>Q6%57#Gx~@Bu2x;N^
z(FUI?aOQOvQmIM<!fn27KSzm#>=zR#@Ti2jS*U-t$)vXG>Vo`1jK!cZ-$tq#cvK=e
z=B)Gm>ndPq`F~#km3Z>7-yxTNvH8<(HszrZRBiK7;h+d?>n4N#gpBOGbM3lmlyZas
z(qo}C!$mln+EoeOMU7^;4bqOuctY<{A7vng*>%6wYkj1=*lPWf6AD>bdR8;|KwD!1
zni(OWBx-;@?h1t5bS^owS=#R^DsVDlSVHSAD%jl6swNOBDRzEN+etm4pRZj_g_1&P
zdy&$rcJ*zP6h=GnTM|S{ec3o7IHCr5mF|8Ik+_oMSx6Y3$nTV&KrHPsCy=V{M_sh3
zcU;v;N%=fKiBTN!OirU_2x|lwOl*!3MKPqfpCo#MI!6wX%Qm;mwgDWK&JvEO$7$PS
zr0^(=KH5ME7uSxnwh}4kKi|kULS(}$jVilQBV=r=Wnx=y6Zd;2eR%CN6RZ@;wI`=b
zjgga#Yv_xq^q>1{cffTVd-5hLStz^uo2UppRdmj=`e<=c-lp@v|J2HYduk(H#9G7z
zWZoAyBrJ(T%^vwN==ozfy*?dp>K&irS!2oJxa2TrTl?QtoLSGZ$^2bK`^>PI;NMkD
z3MS+^xt`&3?GwqOX}}Rx#%=GcZEx+$&%dX&>a$!I2sJsXOno3+iVIW_Ji%NS^!nS^
zLv)n=TN%lCdOZOd?Fdmb#y>ue#wD+juP5kp@P97mIsfkkfSTYg5bpnUbiG6VZ&bti
zF~NlYA;eZh3)4p~3=}VvcjUtGv0Tl1aGiyPrz640>{!~P_|AK0UGU&ewDfTRNbHOY
zk?}(cI1_0q-&u6y_3{G0ar~k?aWVYI1X;WP2m%JpL<>feMNZebLjpCFdui{K{#hz;
zWFk=;1G)BgOX>CDe^U0J<EkOKE-6&WY|=3S`}D9F-#@kSCFGg>T^qKj-&7_gi;VwJ
zN&0<@?9MHEuC2eo(t>?bxD;F0lQzUFH(r;AtkgfZi;;hPp?=V~w$h4`U`hhQDE+!T
zu3(`)DZuf!OPzDOB;TRm(dI02=EA)TY|?-C7>#}UwFNTWzC(XNkjdSUH(6Il@wo02
zsXsW#<uEC!_csAmLvK;!kQJ74{0AQS)9@EvKOZ3agMQs&za#uFI4ViPeNv7k!5P=R
ztQA^>>^Hsj?G#@|21`gzKyT^g)#J=oa$tx^aBIP{f;*#h)gy>3)0BQvuzaw`pkB)|
z{qu73rkxng9N<|m``W<Z@h5Rh$Yrs__)_eUR7QW5GbkER%X@cTSp?d{y$G_T2fYJ$
zUw=HK&b|kSSR@;5dDYVI_RIVBP8pon|1x`emQ)aoaKC<3z!&MsRGLD*LW$gfHZjlw
zNd`;qvv-I?GT$TG`^E|?3KTC)<aqk}A{4T9XUIxer|O>>^bEOjCLu!n9;nha+6Ll%
z+rHTSvGC+c7^EjH8$T~6lqjqkI);YM$(kP|b2EgWlc@zq89bmjfE8(7fk|QB>ArL`
zX|(suOZ29gDb>18UN4RpTvGvkKF#g{ux6ZURR2<+1-;N2Gs~OuSW8Rxp=80m`wB_s
zL}7wU82Vo4jp3fQXFimjn2IaUUlulT9W##}Fjqx%``^Y!&u>^$ES7;8o$A9YH(6f#
z{tA>vyi)!mV}~GaFJ+wF*5#gTqq`V03$8<l-(rf++I~k@No*FDumn@3!-3X7fen1>
z1e}^HN0N^RIeW~aDvVuPm#4E_7Kk-yeD3*Pb8j6%m6y}KAx)d0mz-mxdkRM$8=XOh
zWk8e<R~cFCje&sPVK)W0&gw4Jk8<(|7W~zyjt5LCn&4dC(@9YJ%22sETLPx|aO@A<
zgy<dZ((VpWmB;0wE#=S!WSc?=i1NQfKJCcLGsfpDPQy`Rk(k`JNr-3UmRe&EzkolX
zngs>5=iAsfL^KY+7M*wGI1s}f*c@mu(azx5sfi3HPEM0lu!{B`W=_XMbY`_|ur}G+
zi9F(f9qw6tQ4_AzWs~So7>n6tAf@Rj+V81mUg_GYf(SXMM|-Raz2#2?N<ZaoRWpU&
zsEQ?Z?mi*3*Zrm(txI~JhHUQ1rp#!L3MYT`yEuz9+N*$oxf;t={h8)xLWkf7timHi
zOoq2vTxJ{>k2B&QiZixsk4hL}b2z+xQ<in#khoKeO{nOZ2@ZGpeK4<KKYt`Y>$JZ~
zNb@TtLYa4_=Y(4n1vi)UJ{Ss`(RI+Z8-3VdQ8SY;@IJa{A~<U2xikI@6sn_xKDtfI
z%aP07$SUeFpmEp5M{wFpEZy8!>-BxHG}3|LScfbyAz-lDX8~{?i@l%QoC%K`n2bkU
zcY5_4(>ey$OW+(@-OVbB4u~l_bt|{+vqkH~cGng(S45P#&HmV%o4fUfI4*ui<`m|w
znHqoUOX1coRXlNnT_%)O+nk`-@b*#5n=VXp$<Ikv$%c0x;CeWj&o6$P*M7&}WbD=!
zfG2>@w#p@bTR*^^tNSHPTX>29pCUrd&1LQ5$h!*bph3fDdJoR)a6Ur=*zN%WE^b%|
zysI?X)*2n#;*@t1S*%oPUIYU!W=#*cj7yz5o|U&RDw1hy3zd2YWjoWBy*WJ8zS0eS
zLmvYM=O4}{jRcYP>05bUnoaPTPWP?hLD<;K3L0-H&CWj*XU<6oXY|hGWSThw-<4NX
z9TnmDD8WwfL-|tz=w=Ho#OQ)qqiRJlSm<2#F62{i+6k3PW@0SI4EDiIF4LZ=*5Wgq
z>jwcayD<*lKabVWK3);Je_kTV(a>%opRWJ?i-XeeNnzX~hSCtTLj(AT>Hd95KtrSc
zR}c9`1<mJE#E_zdZu7Cz|ND=%|6lDMEtH?1hyLF^g@%Uo`ky}vZfF|=B{Z6!2ZNCh
zTEovuk1DbUIvQFEa<7s6M-vSVTM&B4FM|QU3w^@Q12q@m!SEM_MhS4@+!sgb{XYl*
BTVDVG

diff --git a/tests/test_data/test_structures/SEDOS_es_structure.xlsx b/tests/test_data/test_structures/SEDOS_es_structure.xlsx
deleted file mode 100644
index f5571e75fe6a938ae6661ae04151d0601b380af7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 5569
zcmZ`-1yoyGvkqDuf)t8V+$Fddifbtj#VH;r?pE9#iWY|=!QCZ5aSc+W1qu`>PJtp1
z?tORNzr6RKoPDygR=zp2zxB=RnNd|hK*R?C04M;?=yXkK-ENG)`(M@f3+H~B*_*05
z+B-P08#_3#x!c()#VDcoaNxYWliyheYaCK?QqJVB4SC7(@y3}+x&~i+zwVA*5?<km
zY9aWn-AC=l6Vg}g3mlRGG@wiON=}zPlc6QH(k2%l^N7S-u;`<yA{jt1B2Wa4Wn7c(
z)eCNsw()#p+$n1ePRn#owdQ2FNVPeM35K;%G}vDnBXuTTA*uf1FWIwswcUF^hv5JK
z;D7pSYVT<N;BaAlw{kBBMu?&Lk9L=7u+Yml?2<y5sNr&y;P`brpb`nK^!`eAoh=y(
zm~{Q_#6quhLT*o3<Z>+DLeiLXz6cX{nN9#Cgo<;hs2R+HYljh=)fllpozunWtwkUB
zd>m#Jo~&7JgkJ>arPC^e>g<SmgHXBQdCW>T0nhOqEIzbh`td3bDPnbxsIUIgF;v$7
zBHOjQe(Rwt%426V`<&LL@Kqjte->mQ@{748(}iYvWo;)~0pYvAjmUf@M+Jk=`@P1g
zGg1agRvn6wXD`Y()CL{Tcw2l=SA!d-zgylKx1s((^S#l#LH(1N5BizZILH7%COrUv
zch8KwExWU&xt;mnPtFH!_I34~7Wwgg4<Hln7Uy>8P~L!sIy@&U*QL4-LHo)S!9eY3
zTMx7NAiqu-UYy|+%>4wVmJDG;mYv^YQZifH{2nJi*-W-W!jg{NjTYFK=2{!sSJt$+
zXn-#`o)tq5yU+?14eE8R0KNP^LwLBoUjidh6x{KL=k(X~h}o&<e$*{3YX(`_<`T)6
z8TlBnSc*@mztXigq^#Sd09_Cat4EvX!{KSYplc4RJHE8-zg}DsH6Py*B;yJIbC76L
z`i<EaZz$`AeO2%2>$0{G)3h0woRakq9P&v*YLPq7pC&-z!W0tB(jIg5KJVMliTb?g
z%xy=!wtnQ!-!MEC=|GCO_Nq0zC+pO<v)~14UB1<X+5GupWqi@6=+`RKzkF7AGb}UF
zqV-g!ZQPcpW5S^o6YiKDM=GJcmEq8`3FloaI{KSRn}VIEmJ-tIyPmiN^_$|;lmKl9
z*SV1?gcJkDE0-kV1+v!V7y5_VKLx^px6ppXIjgB>DcsVIS#d~M0KUFSMOAOei-w4`
zo`fm=xVdr0dR1bS^ud5LnLw)kFOZwF)YhQ_kY|>U;FwL4pH&%L@qTN@c;dCw_C`)|
zB1}nQ%%P11_2@UXo^dEWSP0KikkmrLd;I)7zL1t{{NNI8S6SGCLNlf6&G`66c9bJ^
z>+-p_&$)^Wm>O2vRr?&4BuyigGsxPq0pzcj!{ovfL&*wBvsNXAFF@r?$ql)vgO&r=
z@O&COPzG0{!+w?7r;BLiYRfGKUEoL)f6H|G?lfup`$?hn<he%Mm;6+10=QJ7Rqjtb
zEd6ut$z4YknZjgvxT8tv$S*=tY3OiE1$>oc@ot$57jHAC#SfF%X|CksW36hbi=F94
zw?V|+(hw4tP|GP{&s(I+Odd4ScoH&r3zAxCsvxV@LvjdBOnOBRkXb_1<QXrqWBt>B
zhIgewM!LArNq6O`I^eZVIZvXf(cs=_yvx{JJQgs)fbaglW07&dPVx|b`Sks~ciM<I
z*#^CG-P?h~Z*Q7>LuNs?EHS@iW(egsu<44$cDT5o<frSPwg+ii=X?s~7A+y?LPI)g
zCKuiGbVuV$fwrku271BWO)m2FlwAaN3HY)3j29j>pNiy8HS$sWSaeTE>a9qF_4<BS
zaxTKS*%(Z<97hKS)FFwC^8z_tdpDM%*+=_V3p7EHbRAaer*R4awJ&Izt|LDmGWDTu
zo9WS_4y#X_^F`ohOOSwfUZ2S)!!{w!3{Ap%8#|C(XHk~%OJT#Ux>0nHWTT_PkA|d<
zdOCjj)9MiiW%6MRAq(LIvIe)0WIVsm-?(m27jnE#m24uG=s>V*$@(J5pPd%pj5e(n
zXWx6d)9+6FO<)1B*(XiQZfkyW^7mHvtE&71;S{ogu;V<cpSdAv<Gqrh9$toN7RgXm
zZhSl2avB!tMx!R!5expBnGx&9C+{Jz;E&Zbj5zh62+VPL-ilFD+YVc)`iAS13F}Km
z=Jj9*quVpP=V}5yR%v(^WuI5ftGhMG#x?Ygt2(Sj>Ijs_Z*?jLb1;C)PtkE@O_K<V
z<nvCRz3$jzmh02t@00>H;HDC_t$!bQr~JAJ*R=r~o~yZ4pw!cx)1v5jl@$Y(MK4ST
z_nXq2{n@RI%u3Jau2-pU-A2bZ4ns27n?hTLr*9-Heb1NIufT~yvWl4={XjTpDR}B+
zQsk$ETpOxC6XKBZ;6{^%ULL{+niY}yr(L19A7eB#5{y-d3iwH}ybn<}n4-nSkEp^x
zq9Sx$KR8IVc8h{tu>{x!sdJgl5`LBp?-l_$O3tg(o>VT<p$9L0Qy*<5?w~VL==B6=
zvC`iy8O(^(5sFBk<bPNruMKs|@NDXlD!<d7BfsQY6>wM*TtP7Sj>jTd;M?sJ5#bLk
zGwEo7s9e%!3e|ZX1yE*O&n*?4FRx*E&y?vFnlS^#6rOlfBp{nc>78;L#^Re)6jfJ1
z7dbIJ{IyRoa^Lc=hDxOqgJvVk1)|aHU(AYciY?7xTApKalg1+%aDHgu&EHT)6aI30
zfLYbk7xQ&LvJ>vl1H_vhYh)b(0Qf=#0NmdX2Z)=!qm7fLxw*3w`(Iywog)1oR-H2V
zas2NHu*VfS!M?7x<1|fR&~)DiK{ub7!73xDKfhcI``wLP4Q6wm#`Z-wI~I!H@XsfM
zx?C%q9Y7m^z(peq6X(&K+MHpac%KbJ=|!J)$xM9GQG$H^aIN?Zsin!s8Wic?uNtaT
zZO28Xp!1Pp(}rXzgKiK-n4ON=tt&Rtl2Y4*5Z3ibZ9O+ax3m5<MhfNKCxVZz@9C5i
zQdPq<H4w0N`dZODM|$+$r$Mf>dX?Lj$hWOEqwG${B)N`41Q{79Qv{JU{0yi9^CoiD
zneIsQJoj~YE`5I!`GOHkt~J%g`yvcIp2P4Cpd>VLQ+8B-HOp@N_$~`Y{P_vW1DX5C
z`dUI{1D?H^%j%GhY^}vvHAfe2t*ylAbVuDlL{Y2)d1-9qBe?cEz$Oba6^qdZ^2w(a
zd30VU(;xC~P2$N*Gs4!^<Wy8Y^9UX9xNB!4s63M6h-TWUP*>ylpVHK6M1AGV52mQa
zOvCOm$bJ5d;FfrMmqe~n6(@zzSE}%tj{^Vj$KzC$Rd2s!(3w7ppG+{KA^s8#g5j#k
zEhkkAbHLM=V(h#*mTF$Yn(HKM$iMRYOXes_DSSF*Z;B_MyOi91DY@NKC1Xut=Y<hX
zPxFN2%<`nq3{|od!w3fjzKcEG*!2d#j;0dPFul;x$d}71zp8oVv!ix%QB~IrP0Oz2
zye_YtEKqj!nQiKj7(2pW7BQXXfu1@?f3<LlrgN#;-G!dj5A*OEnyRWS5cz5@SgO$v
zcUYONHkpkR#{T(IdlFb98;o6y{JWuD1Lvn=I}EWhJMPj%yU^Z-GNKmmRUO!KhUt2d
z8dm}$Kh0%#&Ens_uzuq=lezSDSJFa!4b+^>T6(z|8VL*AD22(K6-P#|<!HRwU-y?A
zkhH(8TUelgXF6e;ChWDw70T}*rORC4$W4+=ZE7IEsHPjF#WEHA7RI#1gdKU<%2xIS
z<JJk=F6XHUX2dW8)LCTD9<2<G1tnrcb%UWx!*Pi%SUZ1>>6vK@ZR^2zl<3pR*Z%L?
z**%x~gXWKy%>kw?$XF_k_1-Ls7QU3Dh{m%4{X3!<Z1i@GK$BtHRJ^Di!3C8_O=@i%
z{13UZ2VS{vE<@)dU>bbTYt6>0yFh-z+q=83BDcJLhqgw*JMXu)T02w?!Y<+6X)#2O
zCDTkOk%1sk(hi8PVR#cqkG3TOng*V{Lepb*tw^ibH0cT@6m<Wkrr&wyS0Fsh%*jBh
z0T-H6IosFs%YO2gP{Qo@&65bZA^F-;@Bm`dZJ=N_7hML~&C|}yQ0S@HpNZkuc`Rx%
zJOE&a4gg^Oofw>)J#5XL9%{;E&83(O4xAf;z9&gas;^2U3V5gFlNYTEmqR<!jRI*6
zOE}BSIy*oOcnN!0%jeY}gN{gZnuW|nn({Yd$+p-87)nE#_A__I%onP5n@oD2Ogmx9
z+LW7MrMTu`wr`d{iz_f|XlrHW>JL)pvl02^wHab&A-(_UlufB-w1vl0jdl8?f4kz*
z#)l!MWiCc*=AO4jLBhy4Q#P*B#2NfyAzC{<Wg)3m#=uk}>$<`q-Z`7vH9ButyhHfK
z06-`x33e1<Qv36R)0ZD!+K36T4rt!B^Bz@4yZJ!>v8iYGA-2P7k|hVPO@<O)n<2eW
z4CeDJ!pxncS0r0e5~V;}dv5gjOiL~2)j=i~GH#O^moll|#+L0(O&?c0Bw6EuLhn91
zu_Y&R^uhHBy4({(l2vDxJ-MKbe4>#)B*7+b!YIS}H@6wf2Eru2%!8up4DX1e*RfL?
zzpcSSUD5oxIw?oqXP>nT`=*#c2(TAAm)75oDz_DYG~4|7GKa_*_@nkfjmmqf2uf&3
zf_2sMTkw~TZ)R`Hl@7%<cCdv@j-O9@;!mNHX=PawR~j|~_JlNhRl1WA=4TI6qNhZ%
zx|y;z4%&eEOyjNORZri+X#9F#>ElmZAzMiBU3X>J=`Z^1_ah=YkU%&F`6k*sQNqlS
z;{0)FeBzDc%Dbq2Zel$uw%g!krJFoSbSKLRM$y{%aw|IJ3=zwMB4wLdPTCj-kHL-h
zq1CiD+V~e#7zx1Vp{Kzsw++W21P&0dUm9l3aIL9ikuWIF>@z4?Cai?Y@pA$ZV2aRj
zuqX~M_ytaf!wiaMwrS1~%8;ojLNYDt*Erm1J$&_Cw6<{H_)v!N;e>mKdIp_vdk};W
z;*E_cX_B_SN_n1$4l5rt+g`nIzr_4g(Ty^@5ncC6etNI!dr<=n9nEc>*x4SQSqTbY
zcuov)2(G!IVrd^dXZd`UWEgr=_*VXhzIfBV)AQ*0E=o(F!d-SYD+HVSqbsS?QlTxB
zqfdW9lcxeuW5Z~a{Vq?NiAO=4HJ3YX;%pv=<@*WkAZsspu2IqHTJ97rez(P`&fE<R
z{|xS;vNxStUQ&1Aoj*w7ZuHAI+Dv*Dq<rtXnCGx)<m8MpE>A|vf#o#5Krzxa2_l-k
z+);2+XlhdDzPf#PGEssra@m>1Q5Zf2lR~AlueyBHE}y%=ed4%pl^O3hiv4%!KAh<$
z_VzXp!5bYn`Oqv&`4xVCG64>hQ`|L3^Or-xk@OnZb*oS5OI`<8LFnZe6~6`355VSz
z+6^+pu!Zs@&yAx`oY*v&r$$e{Xt8SVLrM?`-(ptJ;_9w!&2VdXM|@fdO!U^pug&bX
zeBs#9KUNlSPLXmz<h-v3sD3N16Rpfjm|v?kc03$|`03)cdVY-*|K)1%{9BpRCdv25
zI-gE?KXOH4v1aG8Y2<RPPVK}Kjc>fnQ0g~RET!u;LTAywiRYXA-nw#G5Vq3ZKT?=Z
z05?zRB}Wntc|SxQw3)jb{BsiJP##^F<BY7urzeQ$QYywdqWZ0}9)m_69d>TzZg(u=
zgp^>mDbZoet#nK#F|o6%*ps-}_i>-l=%Z=li(q_-OKTl`-`OnLe}+5XnA*1eI7a_d
zMWEgFmWq2)f8P^K{5QFO3+X>8{!3K#@gi97IWU4DxSIf?l9^oiBDQh@!mz+gV8F}j
zvYvgCZh$OV3y02lO6M;#3wG`ZFQHd3A>0#7y3ghVd*pxuAyNXVxv%(i(P#PJD1FeC
zcV5(^Sdp%FQ#`8~j8S~Wigib|ShT|<THzbZe}v89T~1LVX~xL3skfouV|&iqt((9Q
zSIDrde^sMg;6IEDWJk7&t=&oV^DGn#ee-2stC?q9rm2Ez?R59sqfKUnNCc7GZxD80
z89s~^^d#-U&gNieLv;@abEh{CDym2ve^3$Bu<(bAHHhCqe3vbXd9MpSsP9ew_Z$;@
zXZzTt8u^dan8^zH(DPqT*R*Agrideg79yG+lK2$C;<NsV+94>})Go5hxOYWaVQTe`
zPrms!d*d*<!>b^j5np=N2k8D}H6JIl&qwX}jHf+PTg+K)q0t;QNlY8Q{%!3HTmDFj
zq1kb;8~Re;K_WZ6HjL_&`K$Vcr+-pZh%GZ-yX=5fUM>8NCEV~Zu|*4piyi*<$MYBk
z`6$!^D6)ShtIT9S0rydy@%73m*eI@9c4Nj44Y*K`=(m++yHgf9C=oZPFR&40w!c6h
zwDJz~N|RsZg1W%<5V5~%gyO_4hyF&7*aJKF=D=$XQkV!;!3_H<0uj5fu;JkG0snp6
zc2DSEm;XJ(|9ANI82xzo^*0s(@Q17VPxL>du*dMn6QY0NpYLD)|ICXX8+hCy{9~XY
z03GGO_Y04$JT52xvEmO$gYlP@e~XL9(8qcEU+6j3A6fh{@Npje7r1(#7XP=?`6nwr
y20xDTf5F1{BglL3e~J3Xb{>b)zjml_|KGq;RY1BQ=m7wz_aD)R0_-6G0sjLq8p{s=

diff --git a/tests/test_scripts.py b/tests/test_scripts.py
index d4286bc..e8d9fb2 100644
--- a/tests/test_scripts.py
+++ b/tests/test_scripts.py
@@ -1,17 +1,46 @@
 import pandas as pd
+from pandas.testing import assert_frame_equal
 
-from scripts.sedos_structure_parser import parse_es_structure
+from scripts.sedos_structure_parser import parse_es_structure, read_sedos_bwshare_excel
 
 
 def test_parse_es_structure():
-    expected_output = pd.read_excel(r"test_data\test_structures\SEDOS_es_structure.xlsx")
+    data = {
+        "parameter": ["ACT_BND", "ACT_COST", "FLO_EFF", "default", "default", "default", "default"],
+        "process": [
+            "ind_cement_rk_ccs_1",
+            "ind_cement_rk_ccs_1",
+            "ind_cement_rk_ccs_1",
+            "pow_combustion_gt",
+            "pow_combustion_gt_SNG",
+            "pow_combustion_gt_biogas",
+            "pow_combustion_gt_natgas",
+        ],
+        "input": [
+            "coal,coke,coke_oven_gas,heavy_fuel_oil,natgas,hydrogen,SNG,,biomass,waste,sludge,elec,"
+            "cement_rawmeal_mats",
+            "coal,coke,coke_oven_gas,heavy_fuel_oil,natgas,hydrogen,SNG,,biomass,"
+            "waste,sludge,elec,cement_rawmeal_mats",
+            "coal,coke,coke_oven_gas,heavy_fuel_oil,natgas,hydrogen,SNG,,biomass,waste,sludge,elec,cement_rawmeal_mats",
+            "biogas,natgas,SNG_ren,SNG_conv,hydrogen_ren,hydrogen_conv,heating_oil",
+            "SNG_ren,SNG_conv",
+            "biogas",
+            "natgas",
+        ],
+        "output": [
+            "cement_clinker_mats,CO2p,CO2f,CH4f,N2Of",
+            "cement_clinker_mats,CO2p,CO2f,CH4f,N2Of",
+            "cement_clinker_mats,CO2p,CO2f,CH4f,N2Of",
+            "elec_ren,elec_conv,CO2",
+            "elec_ren,elec_conv,CO2",
+            "elec_ren",
+            "elec_conv,CO2",
+        ],
+    }
+    expected_output = pd.DataFrame(data)
 
-    print(expected_output.parameter)
-    parse_es_structure(
-        file_path=r"test_data\test_structures\SEDOS_Prozesse&Parameter.xlsx",
-        output_path=r"test_data\test_structures\SEDOS_es_structure_test_output.xlsx",
+    function_df = parse_es_structure(
+        sedos_es_dict=read_sedos_bwshare_excel("test_data/test_structures/SEDOS_Prozesse&Parameter.xlsx")
     )
 
-    func_output = pd.read_excel(r"test_data\test_structures\SEDOS_es_structure_test_output.xlsx")
-
-    assert expected_output == func_output
+    assert_frame_equal(expected_output, function_df)

From b85ffe6633ba83d6e0bda0b41800152ebe5413d3 Mon Sep 17 00:00:00 2001
From: chrwm <christoph.muschner@rl-institut.de>
Date: Fri, 19 May 2023 14:17:59 +0200
Subject: [PATCH 7/7] Add functions to map commodities

---
 scripts/sedos_structure_parser.py | 54 +++++++++++++++++++++++++++++++
 1 file changed, 54 insertions(+)

diff --git a/scripts/sedos_structure_parser.py b/scripts/sedos_structure_parser.py
index c3d8834..1ba4ab9 100644
--- a/scripts/sedos_structure_parser.py
+++ b/scripts/sedos_structure_parser.py
@@ -1,4 +1,58 @@
 import pandas as pd
+import re
+
+total_list = []
+
+df_com = pd.read_excel(
+    io=r"C:\Users\christoph.muschner\CWM\Python\SEDOS\SEDOS_Modellstruktur.xlsx",
+    engine="openpyxl",
+    sheet_name="Nomenclature_Commodities",
+    usecols=["old name", "new name suggestion"],
+)
+
+process_set = pd.read_excel(
+    io=r"C:\Users\christoph.muschner\CWM\Python\SEDOS\SEDOS_Modellstruktur.xlsx", engine="openpyxl",
+    sheet_name="Process_Set", usecols=["input", "process", "output"]
+)
+
+
+def replace_string(row):
+
+    if not isinstance(row, str):
+        print("Row is type:", type(row), row)
+        row = ""
+        return row
+
+    commodity_mapping = dict(zip(df_com["old name"], df_com["new name suggestion"]))
+
+    row_list = re.split(",|\+", row)
+
+    new_list = [commodity_mapping.get(value, value) for value in row_list]
+
+    common_list = list(set(row_list).intersection(new_list))
+
+    if common_list:
+        total_list.extend(common_list)
+
+    replaced_row = ", ".join([str(elem) for elem in new_list])
+
+    return replaced_row
+
+def map_old_to_new_commodity_names():
+
+    char_replace_dict = {"[": "", "]": "", "+": ",", " ": "", ".": "_", "  ": ""}
+    for col in process_set.columns:
+        for key, value in char_replace_dict.items():
+            process_set[f"{col}"] = process_set[f"{col}"].str.replace(key, value, regex=True)
+
+    cols = ["input", "output"]
+
+    for col in cols:
+        process_set[f"{col}"] = process_set[f"{col}"].apply(replace_string)
+
+    process_set.to_csv(r"C:\Users\christoph.muschner\CWM\Python\SEDOS_DB\process_set_new_com.csv", sep=";")
+
+    return process_set
 
 
 def read_sedos_bwshare_excel(file_path: str) -> dict: