From f5cb46c5ba829b64375d33f53241bd5e462128a2 Mon Sep 17 00:00:00 2001 From: Constantin Chaumet <16308584+Jekannadar@users.noreply.github.com> Date: Mon, 30 Mar 2026 11:45:36 +0200 Subject: [PATCH 1/3] Update docs generation for examples, add additional example --- examples/lot_sizing/README.md | 28 + examples/lot_sizing/images/dynamic.png | Bin 0 -> 124384 bytes examples/lot_sizing/images/static.png | Bin 0 -> 93472 bytes .../lot_optimizers/groff_heuristic.py | 81 +++ .../lot_optimizers/least_unit_cost_method.py | 144 ++++++ .../lot_optimizers/part_period_heuristic.py | 148 ++++++ .../lot_optimizers/silver_meal_heuristic.py | 159 ++++++ .../lot_optimizers/wagner_whitin.py | 482 ++++++++++++++++++ examples/lot_sizing/lot_sizing_pipeline.py | 169 ++++++ examples/lot_sizing/requirements.txt | 4 + examples/ml_blood_sugar_level/README.md | 38 ++ .../ml_blood_sugar_level.py} | 0 .../requirements.txt | 0 properdocs.yml | 1 - scripts/gen_example_pages.py | 78 ++- 15 files changed, 1307 insertions(+), 25 deletions(-) create mode 100644 examples/lot_sizing/README.md create mode 100644 examples/lot_sizing/images/dynamic.png create mode 100644 examples/lot_sizing/images/static.png create mode 100644 examples/lot_sizing/lot_optimizers/groff_heuristic.py create mode 100644 examples/lot_sizing/lot_optimizers/least_unit_cost_method.py create mode 100644 examples/lot_sizing/lot_optimizers/part_period_heuristic.py create mode 100644 examples/lot_sizing/lot_optimizers/silver_meal_heuristic.py create mode 100644 examples/lot_sizing/lot_optimizers/wagner_whitin.py create mode 100644 examples/lot_sizing/lot_sizing_pipeline.py create mode 100644 examples/lot_sizing/requirements.txt create mode 100644 examples/ml_blood_sugar_level/README.md rename examples/{ml_blood_sugar/ml_blood_sugar.py => ml_blood_sugar_level/ml_blood_sugar_level.py} (100%) rename examples/{ml_blood_sugar => ml_blood_sugar_level}/requirements.txt (100%) diff --git a/examples/lot_sizing/README.md b/examples/lot_sizing/README.md new file mode 100644 index 0000000..e87f35c --- /dev/null +++ b/examples/lot_sizing/README.md @@ -0,0 +1,28 @@ +# Lot Sizing Example + +You can find the source for the example +[here](https://github.com/cls-python/cls-luigi/tree/main/examples/lot_sizing/): + +Here we utilized CLS-Luigi to construct demand prediction pipelines for +lot sizing. The example was built to present CLS-Luigi at the +[LION17](https://lion17.org/) conference. + +# Requirements + +The example contains a +[requirements.txt](https://github.com/cls-python/cls-luigi/tree/main/examples/ny_taxi/requirements.txt) +file. To experiment with the example, you can set up your environment by +executing the following command: + +``` bash +# cd into the lot sizing example folder +pip install -r requirements.txt +``` + +# Static Visualization + +![image](images/static.png) + +# Dynamic Visualization + +![image](images/dynamic.png) diff --git a/examples/lot_sizing/images/dynamic.png b/examples/lot_sizing/images/dynamic.png new file mode 100644 index 0000000000000000000000000000000000000000..ff7cdd681023975da1d8ac76334bd9f6567b018b GIT binary patch literal 124384 zcmeFZbyU{t_bvL`E!%FuEh?d45Q3D6gi4CEMVHbICMGC~s7NT?BGP3eBGMp@B2v;N zedhxCp5M9moImb3XN-IPxQ-pL_xpb0iM8gMbFSxx>@kT&^ViO2Fc^y@j~tX|FlMtd z7&Fe#osItz9QM2#|C(vOUs7={{y5A%cOAd4u{d)ua8{OrlyGL2zlQ&UrONMt7C>hjgAPZl4TytEA)GrLRO>8+>M2QUkDcP?em_%qHq z@xR!!nQdmzWZHZ2ZT+)NlOJ~Ra1&vj{E@+M`9Al5?PvchFJJu>>zceCyO6L?3X_C{ z#D@gY(>@6SiqG(@GU1N=Y=`5u#K#!sOYu60oJEJK9)`S&!(3xTC}LdJWpic zy2PxB2X)E3UwBBwB{M~A?9YK|)28WYi`ezbKHjDM%BoE@uA56aTKMa;hL&<&zml6P zxE?%w7<~QuT;rNF6)P(%gPOEtoiC4`&0e%tue~ZccqmFO@u8=uXK9q$!0X1An)FnY zs-$O*!~JV)=dpi$`SRt1yLbJ)1x#1=$(o%^wTj|Y3_WF6`~1)X!M%G8`&vq*Bqeux z`U%^%9Jw*&9d^BXK|w)bx_Q1*M~>|9bnY+LeS(YH4YWsn`t)gO*WDF|LKMT~ zKY#h6c;duEmBBmf1d1~phyPuxG`4^L{x3Dk;fj)9zkZ#+crpKQ^m1K1m_p-MpOQ3N zb3s8tj!m2DGmIS^9UGdO{;WPc=kFk{dw6P>Y;$1{-}yT6S+i#8*Je20ynVYk&9=vE zn_+iv(Q(7lNR^7%v#w{(o{h)I#v51i*JiBaHwqmc9%#)RAB~an`np#jTq`rf>Cbmp zb(T;aF})~-5H~gsZti18pYRq)^P~r2(&G(E!o|x9LghALVTIu}*7EAz{qf_6;(Js3jt%_rof!raJ;PJ4!f|qt)FuKial^JD*MGsabR8aBbOg_|__(hY=AG zI(fcPYj*1#@%Y`=wgL+;S|jy|Ptn(}+-2JLp70q4f4H@Z3%A>A^*jFohk|01D&M>4 zlHA;*IS;ohC@Ma99uN?3)*zLfocy>X>}2fo!|u#c+tm`9USFIsA8WJj&1I!<#W3OF z_{79AY?S3IS8kaz$94KZ5#9u^tpDTvjX}3myS^5?UypSyFyzy(a>ir~g;&HIhAdjg zUzNx`xjs7m=dv!Og`@xN#p$8%t}L%ky_tUX+O=?}(IM5O^Uw74m#L|#ZC81D5OYm) zg=bd`mRXbgXy<`DYxzFM*Ww=fVj79)SUrfX#7iH%3@yF8m?_ilyCMAI_-4`#h=A1_Ti z$)3hM<-zWTc&AZ2ipB!T6P>Gq9`uzg0bF?jW9Sk*o?XP z5|?{>&2HXvpZ@ufm1X$h<_c_>f~sV57CZN4$B!S+^%K*2{P?kIg3;r*@7|RJA6*xv z8ZU*>wEZT%ySX&V``4Gp0eh|6^)P6vv1hJEMn&-%mTpV$e7iuWtN}~mY?hmTw#Via zo37{A7Or`IamJiq6){m!Q7gBr2AVZ|)<*ydcJXH&#VsYey1G)Zjx)~Irdr2bTeL3t z^t)@-*8042=FCYS9~)Lpvx#*Y8*IE(!#p`1{;yA7%4XI6{NSFqw>LHcpW~2)!eDbz z2t7hcn1Tf2Pk_3*x?+&jibWfQ6fa!3;1P&WGi&C|Pvzw*S#BG4wQ(261Z^ zgC6s}d-o3h`J-2vU_8|Mj_GK_>C>lG6HR>5($kN|aWbDswQ76t^l9Wkjs0=!_Nseq z#?>iG_;2z7hwsoj`t8Nn|JQ;U1jpv~#8au|$9QA`|zbqb76w_U(n*Iy&JhaXLdkZt>87;(sk# zy@OT4xwN$O$zJPd#76(@`&(Pfw4C`i*xz-!U7TpDRT876C1T&NsH5|1lgO&c)j5`d zVBz8E8HDW-ilH~CN{aP$=#~`e`La7)F5sF<`iwb?**Q6-uoRTA?Ja-2pSMB8PVwHo zdqcJ3W4b4-zdYKBY;zZh2ZM9Ee?j+%dYX-#v==wcqPDT|c3oZFc%yQ8A0bPR%*@O! zN1p`ZS}R(F=5JzWKa%@|@4la(-(k1)Vf9(=t)1WBA)I+dYh{{zvptpeTdRG%Jbj(q zc=`R~qG5mj*is^aO3PziUpZXa z{I{WphsX0-3s!#0%95bCj0_QInlX4-PEKykRV%9Sgz z@E(R~>gWU`Z1y4D
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