From 8dd5a6930921122ce03c5ef6856c65b90138d8dd Mon Sep 17 00:00:00 2001
From: Schneider Leo <leo.schneider@etu.ec-lyon.fr>
Date: Wed, 21 May 2025 11:30:58 +0200
Subject: [PATCH] add : aligned ref images

---
 .../Citrobacter amalonaticus.npy              | Bin 0 -> 4773728 bytes
 .../Citrobacter amalonaticus.png              | Bin 0 -> 6966 bytes
 .../img_ref_aligned/Citrobacter braakii.npy   | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Citrobacter braakii.png   | Bin 0 -> 6765 bytes
 .../img_ref_aligned/Citrobacter cronae.npy    | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Citrobacter cronae.png    | Bin 0 -> 6781 bytes
 .../img_ref_aligned/Citrobacter farmeri.npy   | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Citrobacter farmeri.png   | Bin 0 -> 6846 bytes
 .../img_ref_aligned/Citrobacter freundii.npy  | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Citrobacter freundii.png  | Bin 0 -> 6843 bytes
 .../img_ref_aligned/Citrobacter koseri.npy    | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Citrobacter koseri.png    | Bin 0 -> 6799 bytes
 .../Citrobacter portucalensis.npy             | Bin 0 -> 4773728 bytes
 .../Citrobacter portucalensis.png             | Bin 0 -> 6832 bytes
 .../img_ref_aligned/Enterobacter asburiae.npy | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Enterobacter asburiae.png | Bin 0 -> 6960 bytes
 .../Enterobacter bugandensis.npy              | Bin 0 -> 4773728 bytes
 .../Enterobacter bugandensis.png              | Bin 0 -> 6917 bytes
 .../Enterobacter chengduensis.npy             | Bin 0 -> 4773728 bytes
 .../Enterobacter chengduensis.png             | Bin 0 -> 6948 bytes
 .../img_ref_aligned/Enterobacter cloacae.npy  | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Enterobacter cloacae.png  | Bin 0 -> 7038 bytes
 .../Enterobacter hormaechei.npy               | Bin 0 -> 4773728 bytes
 .../Enterobacter hormaechei.png               | Bin 0 -> 7057 bytes
 .../img_ref_aligned/Enterobacter kobei.npy    | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Enterobacter kobei.png    | Bin 0 -> 6915 bytes
 .../img_ref_aligned/Enterobacter ludwigii.npy | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Enterobacter ludwigii.png | Bin 0 -> 6849 bytes
 .../Enterobacter roggenkampii.npy             | Bin 0 -> 4773728 bytes
 .../Enterobacter roggenkampii.png             | Bin 0 -> 6930 bytes
 .../img_ref_aligned/Escherichia coli.npy      | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Escherichia coli.png      | Bin 0 -> 6771 bytes
 image_ref/img_ref_aligned/Hafnia alvei.npy    | Bin 0 -> 4773728 bytes
 image_ref/img_ref_aligned/Hafnia alvei.png    | Bin 0 -> 6955 bytes
 image_ref/img_ref_aligned/Hafnia paralvei.npy | Bin 0 -> 4773728 bytes
 image_ref/img_ref_aligned/Hafnia paralvei.png | Bin 0 -> 6706 bytes
 .../img_ref_aligned/Klebsiella aerogenes.npy  | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Klebsiella aerogenes.png  | Bin 0 -> 6929 bytes
 .../img_ref_aligned/Klebsiella grimontii.npy  | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Klebsiella grimontii.png  | Bin 0 -> 6950 bytes
 .../Klebsiella michiganensis.npy              | Bin 0 -> 4773728 bytes
 .../Klebsiella michiganensis.png              | Bin 0 -> 6915 bytes
 .../img_ref_aligned/Klebsiella oxytoca.npy    | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Klebsiella oxytoca.png    | Bin 0 -> 6927 bytes
 .../img_ref_aligned/Klebsiella pneumoniae.npy | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Klebsiella pneumoniae.png | Bin 0 -> 6880 bytes
 .../Klebsiella quasipneumoniae.npy            | Bin 0 -> 4773728 bytes
 .../Klebsiella quasipneumoniae.png            | Bin 0 -> 6858 bytes
 .../img_ref_aligned/Klebsiella variicola.npy  | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Klebsiella variicola.png  | Bin 0 -> 6929 bytes
 .../img_ref_aligned/Morganella morganii.npy   | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Morganella morganii.png   | Bin 0 -> 6936 bytes
 .../img_ref_aligned/Pantoea agglomerans.npy   | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Pantoea agglomerans.png   | Bin 0 -> 6869 bytes
 image_ref/img_ref_aligned/Pantoea septica.npy | Bin 0 -> 4773728 bytes
 image_ref/img_ref_aligned/Pantoea septica.png | Bin 0 -> 7222 bytes
 .../img_ref_aligned/Proteus columbae.npy      | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Proteus columbae.png      | Bin 0 -> 7586 bytes
 .../img_ref_aligned/Proteus mirabilis.npy     | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Proteus mirabilis.png     | Bin 0 -> 6717 bytes
 image_ref/img_ref_aligned/Proteus penneri.npy | Bin 0 -> 4773728 bytes
 image_ref/img_ref_aligned/Proteus penneri.png | Bin 0 -> 6669 bytes
 image_ref/img_ref_aligned/Proteus terrae.npy  | Bin 0 -> 4773728 bytes
 image_ref/img_ref_aligned/Proteus terrae.png  | Bin 0 -> 6768 bytes
 .../img_ref_aligned/Proteus vulgaris.npy      | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Proteus vulgaris.png      | Bin 0 -> 6957 bytes
 .../img_ref_aligned/Providencia rettgeri.npy  | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Providencia rettgeri.png  | Bin 0 -> 7039 bytes
 .../img_ref_aligned/Providencia stuartii.npy  | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Providencia stuartii.png  | Bin 0 -> 7121 bytes
 .../Raoultella ornithinolytica.npy            | Bin 0 -> 4773728 bytes
 .../Raoultella ornithinolytica.png            | Bin 0 -> 6892 bytes
 .../img_ref_aligned/Salmonella enterica.npy   | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Salmonella enterica.png   | Bin 0 -> 6831 bytes
 .../img_ref_aligned/Serratia marcescens.npy   | Bin 0 -> 4773728 bytes
 .../img_ref_aligned/Serratia marcescens.png   | Bin 0 -> 7005 bytes
 .../Citrobacter amalonaticus.npy              | Bin 0 -> 4773728 bytes
 .../Citrobacter amalonaticus.png              | Bin 0 -> 4520 bytes
 .../Citrobacter braakii.npy                   | Bin 0 -> 4773728 bytes
 .../Citrobacter braakii.png                   | Bin 0 -> 4436 bytes
 .../Citrobacter cronae.npy                    | Bin 0 -> 4773728 bytes
 .../Citrobacter cronae.png                    | Bin 0 -> 4466 bytes
 .../Citrobacter farmeri.npy                   | Bin 0 -> 4773728 bytes
 .../Citrobacter farmeri.png                   | Bin 0 -> 4398 bytes
 .../Citrobacter freundii.npy                  | Bin 0 -> 4773728 bytes
 .../Citrobacter freundii.png                  | Bin 0 -> 4530 bytes
 .../Citrobacter koseri.npy                    | Bin 0 -> 4773728 bytes
 .../Citrobacter koseri.png                    | Bin 0 -> 4402 bytes
 .../Citrobacter portucalensis.npy             | Bin 0 -> 4773728 bytes
 .../Citrobacter portucalensis.png             | Bin 0 -> 4519 bytes
 .../Enterobacter asburiae.npy                 | Bin 0 -> 4773728 bytes
 .../Enterobacter asburiae.png                 | Bin 0 -> 4376 bytes
 .../Enterobacter bugandensis.npy              | Bin 0 -> 4773728 bytes
 .../Enterobacter bugandensis.png              | Bin 0 -> 4353 bytes
 .../Enterobacter chengduensis.npy             | Bin 0 -> 4773728 bytes
 .../Enterobacter chengduensis.png             | Bin 0 -> 4420 bytes
 .../Enterobacter cloacae.npy                  | Bin 0 -> 4773728 bytes
 .../Enterobacter cloacae.png                  | Bin 0 -> 4382 bytes
 .../Enterobacter hormaechei.npy               | Bin 0 -> 4773728 bytes
 .../Enterobacter hormaechei.png               | Bin 0 -> 4512 bytes
 .../Enterobacter kobei.npy                    | Bin 0 -> 4773728 bytes
 .../Enterobacter kobei.png                    | Bin 0 -> 4331 bytes
 .../Enterobacter ludwigii.npy                 | Bin 0 -> 4773728 bytes
 .../Enterobacter ludwigii.png                 | Bin 0 -> 4369 bytes
 .../Enterobacter roggenkampii.npy             | Bin 0 -> 4773728 bytes
 .../Enterobacter roggenkampii.png             | Bin 0 -> 4359 bytes
 .../Escherichia coli.npy                      | Bin 0 -> 4773728 bytes
 .../Escherichia coli.png                      | Bin 0 -> 4492 bytes
 .../Hafnia alvei.npy                          | Bin 0 -> 4773728 bytes
 .../Hafnia alvei.png                          | Bin 0 -> 5295 bytes
 .../Hafnia paralvei.npy                       | Bin 0 -> 4773728 bytes
 .../Hafnia paralvei.png                       | Bin 0 -> 5033 bytes
 .../Klebsiella aerogenes.npy                  | Bin 0 -> 4773728 bytes
 .../Klebsiella aerogenes.png                  | Bin 0 -> 4475 bytes
 .../Klebsiella grimontii.npy                  | Bin 0 -> 4773728 bytes
 .../Klebsiella grimontii.png                  | Bin 0 -> 4484 bytes
 .../Klebsiella michiganensis.npy              | Bin 0 -> 4773728 bytes
 .../Klebsiella michiganensis.png              | Bin 0 -> 4479 bytes
 .../Klebsiella oxytoca.npy                    | Bin 0 -> 4773728 bytes
 .../Klebsiella oxytoca.png                    | Bin 0 -> 4456 bytes
 .../Klebsiella pneumoniae.npy                 | Bin 0 -> 4773728 bytes
 .../Klebsiella pneumoniae.png                 | Bin 0 -> 4480 bytes
 .../Klebsiella quasipneumoniae.npy            | Bin 0 -> 4773728 bytes
 .../Klebsiella quasipneumoniae.png            | Bin 0 -> 4479 bytes
 .../Klebsiella variicola.npy                  | Bin 0 -> 4773728 bytes
 .../Klebsiella variicola.png                  | Bin 0 -> 4511 bytes
 .../Morganella morganii.npy                   | Bin 0 -> 4773728 bytes
 .../Morganella morganii.png                   | Bin 0 -> 5548 bytes
 .../Pantoea agglomerans.npy                   | Bin 0 -> 4773728 bytes
 .../Pantoea agglomerans.png                   | Bin 0 -> 5388 bytes
 .../Pantoea septica.npy                       | Bin 0 -> 4773728 bytes
 .../Pantoea septica.png                       | Bin 0 -> 5413 bytes
 .../Proteus columbae.npy                      | Bin 0 -> 4773728 bytes
 .../Proteus columbae.png                      | Bin 0 -> 6227 bytes
 .../Proteus mirabilis.npy                     | Bin 0 -> 4773728 bytes
 .../Proteus mirabilis.png                     | Bin 0 -> 5473 bytes
 .../Proteus penneri.npy                       | Bin 0 -> 4773728 bytes
 .../Proteus penneri.png                       | Bin 0 -> 5385 bytes
 .../Proteus terrae.npy                        | Bin 0 -> 4773728 bytes
 .../Proteus terrae.png                        | Bin 0 -> 5459 bytes
 .../Proteus vulgaris.npy                      | Bin 0 -> 4773728 bytes
 .../Proteus vulgaris.png                      | Bin 0 -> 5713 bytes
 .../Providencia rettgeri.npy                  | Bin 0 -> 4773728 bytes
 .../Providencia rettgeri.png                  | Bin 0 -> 5693 bytes
 .../Providencia stuartii.npy                  | Bin 0 -> 4773728 bytes
 .../Providencia stuartii.png                  | Bin 0 -> 5730 bytes
 .../Raoultella ornithinolytica.npy            | Bin 0 -> 4773728 bytes
 .../Raoultella ornithinolytica.png            | Bin 0 -> 4442 bytes
 .../Salmonella enterica.npy                   | Bin 0 -> 4773728 bytes
 .../Salmonella enterica.png                   | Bin 0 -> 4415 bytes
 .../Serratia marcescens.npy                   | Bin 0 -> 4773728 bytes
 .../Serratia marcescens.png                   | Bin 0 -> 5200 bytes
 .../Citrobacter amalonaticus.npy              | Bin 0 -> 4773728 bytes
 .../Citrobacter amalonaticus.png              | Bin 0 -> 4118 bytes
 .../Citrobacter braakii.npy                   | Bin 0 -> 4773728 bytes
 .../Citrobacter braakii.png                   | Bin 0 -> 4104 bytes
 .../Citrobacter cronae.npy                    | Bin 0 -> 4773728 bytes
 .../Citrobacter cronae.png                    | Bin 0 -> 4122 bytes
 .../Citrobacter farmeri.npy                   | Bin 0 -> 4773728 bytes
 .../Citrobacter farmeri.png                   | Bin 0 -> 4101 bytes
 .../Citrobacter freundii.npy                  | Bin 0 -> 4773728 bytes
 .../Citrobacter freundii.png                  | Bin 0 -> 4079 bytes
 .../Citrobacter koseri.npy                    | Bin 0 -> 4773728 bytes
 .../Citrobacter koseri.png                    | Bin 0 -> 4141 bytes
 .../Citrobacter portucalensis.npy             | Bin 0 -> 4773728 bytes
 .../Citrobacter portucalensis.png             | Bin 0 -> 4055 bytes
 .../Enterobacter asburiae.npy                 | Bin 0 -> 4773728 bytes
 .../Enterobacter asburiae.png                 | Bin 0 -> 4069 bytes
 .../Enterobacter bugandensis.npy              | Bin 0 -> 4773728 bytes
 .../Enterobacter bugandensis.png              | Bin 0 -> 4037 bytes
 .../Enterobacter chengduensis.npy             | Bin 0 -> 4773728 bytes
 .../Enterobacter chengduensis.png             | Bin 0 -> 4110 bytes
 .../Enterobacter cloacae.npy                  | Bin 0 -> 4773728 bytes
 .../Enterobacter cloacae.png                  | Bin 0 -> 4075 bytes
 .../Enterobacter hormaechei.npy               | Bin 0 -> 4773728 bytes
 .../Enterobacter hormaechei.png               | Bin 0 -> 4070 bytes
 .../Enterobacter kobei.npy                    | Bin 0 -> 4773728 bytes
 .../Enterobacter kobei.png                    | Bin 0 -> 4042 bytes
 .../Enterobacter ludwigii.npy                 | Bin 0 -> 4773728 bytes
 .../Enterobacter ludwigii.png                 | Bin 0 -> 4128 bytes
 .../Enterobacter roggenkampii.npy             | Bin 0 -> 4773728 bytes
 .../Enterobacter roggenkampii.png             | Bin 0 -> 4024 bytes
 .../Escherichia coli.npy                      | Bin 0 -> 4773728 bytes
 .../Escherichia coli.png                      | Bin 0 -> 4278 bytes
 .../Hafnia alvei.npy                          | Bin 0 -> 4773728 bytes
 .../Hafnia alvei.png                          | Bin 0 -> 5085 bytes
 .../Hafnia paralvei.npy                       | Bin 0 -> 4773728 bytes
 .../Hafnia paralvei.png                       | Bin 0 -> 4914 bytes
 .../Klebsiella aerogenes.npy                  | Bin 0 -> 4773728 bytes
 .../Klebsiella aerogenes.png                  | Bin 0 -> 4210 bytes
 .../Klebsiella grimontii.npy                  | Bin 0 -> 4773728 bytes
 .../Klebsiella grimontii.png                  | Bin 0 -> 4262 bytes
 .../Klebsiella michiganensis.npy              | Bin 0 -> 4773728 bytes
 .../Klebsiella michiganensis.png              | Bin 0 -> 4221 bytes
 .../Klebsiella oxytoca.npy                    | Bin 0 -> 4773728 bytes
 .../Klebsiella oxytoca.png                    | Bin 0 -> 4226 bytes
 .../Klebsiella pneumoniae.npy                 | Bin 0 -> 4773728 bytes
 .../Klebsiella pneumoniae.png                 | Bin 0 -> 4232 bytes
 .../Klebsiella quasipneumoniae.npy            | Bin 0 -> 4773728 bytes
 .../Klebsiella quasipneumoniae.png            | Bin 0 -> 4225 bytes
 .../Klebsiella variicola.npy                  | Bin 0 -> 4773728 bytes
 .../Klebsiella variicola.png                  | Bin 0 -> 4251 bytes
 .../Morganella morganii.npy                   | Bin 0 -> 4773728 bytes
 .../Morganella morganii.png                   | Bin 0 -> 5253 bytes
 .../Pantoea agglomerans.npy                   | Bin 0 -> 4773728 bytes
 .../Pantoea agglomerans.png                   | Bin 0 -> 5263 bytes
 .../Pantoea septica.npy                       | Bin 0 -> 4773728 bytes
 .../Pantoea septica.png                       | Bin 0 -> 5313 bytes
 .../Proteus columbae.npy                      | Bin 0 -> 4773728 bytes
 .../Proteus columbae.png                      | Bin 0 -> 5199 bytes
 .../Proteus mirabilis.npy                     | Bin 0 -> 4773728 bytes
 .../Proteus mirabilis.png                     | Bin 0 -> 4478 bytes
 .../Proteus penneri.npy                       | Bin 0 -> 4773728 bytes
 .../Proteus penneri.png                       | Bin 0 -> 4400 bytes
 .../Proteus terrae.npy                        | Bin 0 -> 4773728 bytes
 .../Proteus terrae.png                        | Bin 0 -> 4431 bytes
 .../Proteus vulgaris.npy                      | Bin 0 -> 4773728 bytes
 .../Proteus vulgaris.png                      | Bin 0 -> 4661 bytes
 .../Providencia rettgeri.npy                  | Bin 0 -> 4773728 bytes
 .../Providencia rettgeri.png                  | Bin 0 -> 5310 bytes
 .../Providencia stuartii.npy                  | Bin 0 -> 4773728 bytes
 .../Providencia stuartii.png                  | Bin 0 -> 5307 bytes
 .../Raoultella ornithinolytica.npy            | Bin 0 -> 4773728 bytes
 .../Raoultella ornithinolytica.png            | Bin 0 -> 4224 bytes
 .../Salmonella enterica.npy                   | Bin 0 -> 4773728 bytes
 .../Salmonella enterica.png                   | Bin 0 -> 4197 bytes
 .../Serratia marcescens.npy                   | Bin 0 -> 4773728 bytes
 .../Serratia marcescens.png                   | Bin 0 -> 5050 bytes
 image_ref/utils.py                            |  52 +++++++++---------
 229 files changed, 27 insertions(+), 25 deletions(-)
 create mode 100644 image_ref/img_ref_aligned/Citrobacter amalonaticus.npy
 create mode 100644 image_ref/img_ref_aligned/Citrobacter amalonaticus.png
 create mode 100644 image_ref/img_ref_aligned/Citrobacter braakii.npy
 create mode 100644 image_ref/img_ref_aligned/Citrobacter braakii.png
 create mode 100644 image_ref/img_ref_aligned/Citrobacter cronae.npy
 create mode 100644 image_ref/img_ref_aligned/Citrobacter cronae.png
 create mode 100644 image_ref/img_ref_aligned/Citrobacter farmeri.npy
 create mode 100644 image_ref/img_ref_aligned/Citrobacter farmeri.png
 create mode 100644 image_ref/img_ref_aligned/Citrobacter freundii.npy
 create mode 100644 image_ref/img_ref_aligned/Citrobacter freundii.png
 create mode 100644 image_ref/img_ref_aligned/Citrobacter koseri.npy
 create mode 100644 image_ref/img_ref_aligned/Citrobacter koseri.png
 create mode 100644 image_ref/img_ref_aligned/Citrobacter portucalensis.npy
 create mode 100644 image_ref/img_ref_aligned/Citrobacter portucalensis.png
 create mode 100644 image_ref/img_ref_aligned/Enterobacter asburiae.npy
 create mode 100644 image_ref/img_ref_aligned/Enterobacter asburiae.png
 create mode 100644 image_ref/img_ref_aligned/Enterobacter bugandensis.npy
 create mode 100644 image_ref/img_ref_aligned/Enterobacter bugandensis.png
 create mode 100644 image_ref/img_ref_aligned/Enterobacter chengduensis.npy
 create mode 100644 image_ref/img_ref_aligned/Enterobacter chengduensis.png
 create mode 100644 image_ref/img_ref_aligned/Enterobacter cloacae.npy
 create mode 100644 image_ref/img_ref_aligned/Enterobacter cloacae.png
 create mode 100644 image_ref/img_ref_aligned/Enterobacter hormaechei.npy
 create mode 100644 image_ref/img_ref_aligned/Enterobacter hormaechei.png
 create mode 100644 image_ref/img_ref_aligned/Enterobacter kobei.npy
 create mode 100644 image_ref/img_ref_aligned/Enterobacter kobei.png
 create mode 100644 image_ref/img_ref_aligned/Enterobacter ludwigii.npy
 create mode 100644 image_ref/img_ref_aligned/Enterobacter ludwigii.png
 create mode 100644 image_ref/img_ref_aligned/Enterobacter roggenkampii.npy
 create mode 100644 image_ref/img_ref_aligned/Enterobacter roggenkampii.png
 create mode 100644 image_ref/img_ref_aligned/Escherichia coli.npy
 create mode 100644 image_ref/img_ref_aligned/Escherichia coli.png
 create mode 100644 image_ref/img_ref_aligned/Hafnia alvei.npy
 create mode 100644 image_ref/img_ref_aligned/Hafnia alvei.png
 create mode 100644 image_ref/img_ref_aligned/Hafnia paralvei.npy
 create mode 100644 image_ref/img_ref_aligned/Hafnia paralvei.png
 create mode 100644 image_ref/img_ref_aligned/Klebsiella aerogenes.npy
 create mode 100644 image_ref/img_ref_aligned/Klebsiella aerogenes.png
 create mode 100644 image_ref/img_ref_aligned/Klebsiella grimontii.npy
 create mode 100644 image_ref/img_ref_aligned/Klebsiella grimontii.png
 create mode 100644 image_ref/img_ref_aligned/Klebsiella michiganensis.npy
 create mode 100644 image_ref/img_ref_aligned/Klebsiella michiganensis.png
 create mode 100644 image_ref/img_ref_aligned/Klebsiella oxytoca.npy
 create mode 100644 image_ref/img_ref_aligned/Klebsiella oxytoca.png
 create mode 100644 image_ref/img_ref_aligned/Klebsiella pneumoniae.npy
 create mode 100644 image_ref/img_ref_aligned/Klebsiella pneumoniae.png
 create mode 100644 image_ref/img_ref_aligned/Klebsiella quasipneumoniae.npy
 create mode 100644 image_ref/img_ref_aligned/Klebsiella quasipneumoniae.png
 create mode 100644 image_ref/img_ref_aligned/Klebsiella variicola.npy
 create mode 100644 image_ref/img_ref_aligned/Klebsiella variicola.png
 create mode 100644 image_ref/img_ref_aligned/Morganella morganii.npy
 create mode 100644 image_ref/img_ref_aligned/Morganella morganii.png
 create mode 100644 image_ref/img_ref_aligned/Pantoea agglomerans.npy
 create mode 100644 image_ref/img_ref_aligned/Pantoea agglomerans.png
 create mode 100644 image_ref/img_ref_aligned/Pantoea septica.npy
 create mode 100644 image_ref/img_ref_aligned/Pantoea septica.png
 create mode 100644 image_ref/img_ref_aligned/Proteus columbae.npy
 create mode 100644 image_ref/img_ref_aligned/Proteus columbae.png
 create mode 100644 image_ref/img_ref_aligned/Proteus mirabilis.npy
 create mode 100644 image_ref/img_ref_aligned/Proteus mirabilis.png
 create mode 100644 image_ref/img_ref_aligned/Proteus penneri.npy
 create mode 100644 image_ref/img_ref_aligned/Proteus penneri.png
 create mode 100644 image_ref/img_ref_aligned/Proteus terrae.npy
 create mode 100644 image_ref/img_ref_aligned/Proteus terrae.png
 create mode 100644 image_ref/img_ref_aligned/Proteus vulgaris.npy
 create mode 100644 image_ref/img_ref_aligned/Proteus vulgaris.png
 create mode 100644 image_ref/img_ref_aligned/Providencia rettgeri.npy
 create mode 100644 image_ref/img_ref_aligned/Providencia rettgeri.png
 create mode 100644 image_ref/img_ref_aligned/Providencia stuartii.npy
 create mode 100644 image_ref/img_ref_aligned/Providencia stuartii.png
 create mode 100644 image_ref/img_ref_aligned/Raoultella ornithinolytica.npy
 create mode 100644 image_ref/img_ref_aligned/Raoultella ornithinolytica.png
 create mode 100644 image_ref/img_ref_aligned/Salmonella enterica.npy
 create mode 100644 image_ref/img_ref_aligned/Salmonella enterica.png
 create mode 100644 image_ref/img_ref_aligned/Serratia marcescens.npy
 create mode 100644 image_ref/img_ref_aligned/Serratia marcescens.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter amalonaticus.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter amalonaticus.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter braakii.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter braakii.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter cronae.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter cronae.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter farmeri.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter farmeri.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter freundii.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter freundii.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter koseri.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter koseri.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter portucalensis.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Citrobacter portucalensis.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter asburiae.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter asburiae.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter bugandensis.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter bugandensis.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter chengduensis.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter chengduensis.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter cloacae.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter cloacae.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter hormaechei.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter hormaechei.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter kobei.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter kobei.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter ludwigii.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter ludwigii.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter roggenkampii.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Enterobacter roggenkampii.png
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Escherichia coli.npy
 create mode 100644 image_ref/img_ref_aligned_count_th_10/Escherichia coli.png
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diff --git a/image_ref/img_ref_aligned/Enterobacter ludwigii.png b/image_ref/img_ref_aligned/Enterobacter ludwigii.png
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diff --git a/image_ref/img_ref_aligned_count_th_10/Citrobacter amalonaticus.npy b/image_ref/img_ref_aligned_count_th_10/Citrobacter amalonaticus.npy
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literal 0
HcmV?d00001

diff --git a/image_ref/img_ref_aligned_count_th_10/Citrobacter amalonaticus.png b/image_ref/img_ref_aligned_count_th_10/Citrobacter amalonaticus.png
new file mode 100644
index 0000000000000000000000000000000000000000..d6aa42d88f95ab405f25a3f6389dc024b9ebe854
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diff --git a/image_ref/img_ref_aligned_count_th_10/Citrobacter braakii.npy b/image_ref/img_ref_aligned_count_th_10/Citrobacter braakii.npy
new file mode 100644
index 0000000000000000000000000000000000000000..5922baba2c68d2eaad9c916fcb45c8562de7831d
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diff --git a/image_ref/img_ref_aligned_count_th_10/Citrobacter cronae.npy b/image_ref/img_ref_aligned_count_th_10/Citrobacter cronae.npy
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literal 0
HcmV?d00001

diff --git a/image_ref/img_ref_aligned_count_th_10/Citrobacter cronae.png b/image_ref/img_ref_aligned_count_th_10/Citrobacter cronae.png
new file mode 100644
index 0000000000000000000000000000000000000000..07fd9a6fdd22a8f63adb348574597bf4a2bafe14
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/image_ref/img_ref_aligned_count_th_10/Citrobacter farmeri.png b/image_ref/img_ref_aligned_count_th_10/Citrobacter farmeri.png
new file mode 100644
index 0000000000000000000000000000000000000000..79ad51a45f06698230bfcc5c7522ab71705b5b9f
GIT binary patch
literal 4398
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diff --git a/image_ref/img_ref_aligned_count_th_10/Citrobacter freundii.npy b/image_ref/img_ref_aligned_count_th_10/Citrobacter freundii.npy
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literal 0
HcmV?d00001

diff --git a/image_ref/img_ref_aligned_count_th_10/Citrobacter freundii.png b/image_ref/img_ref_aligned_count_th_10/Citrobacter freundii.png
new file mode 100644
index 0000000000000000000000000000000000000000..e2eb501caec0621b9a460c1e7a4fa2aeb42436cf
GIT binary patch
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter bugandensis.png b/image_ref/img_ref_aligned_count_th_10/Enterobacter bugandensis.png
new file mode 100644
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter chengduensis.npy b/image_ref/img_ref_aligned_count_th_10/Enterobacter chengduensis.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter chengduensis.png b/image_ref/img_ref_aligned_count_th_10/Enterobacter chengduensis.png
new file mode 100644
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter cloacae.png b/image_ref/img_ref_aligned_count_th_10/Enterobacter cloacae.png
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter hormaechei.npy b/image_ref/img_ref_aligned_count_th_10/Enterobacter hormaechei.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter hormaechei.png b/image_ref/img_ref_aligned_count_th_10/Enterobacter hormaechei.png
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter kobei.png b/image_ref/img_ref_aligned_count_th_10/Enterobacter kobei.png
new file mode 100644
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter ludwigii.npy b/image_ref/img_ref_aligned_count_th_10/Enterobacter ludwigii.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter ludwigii.png b/image_ref/img_ref_aligned_count_th_10/Enterobacter ludwigii.png
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter roggenkampii.npy b/image_ref/img_ref_aligned_count_th_10/Enterobacter roggenkampii.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Enterobacter roggenkampii.png b/image_ref/img_ref_aligned_count_th_10/Enterobacter roggenkampii.png
new file mode 100644
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diff --git a/image_ref/img_ref_aligned_count_th_10/Escherichia coli.npy b/image_ref/img_ref_aligned_count_th_10/Escherichia coli.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Hafnia alvei.npy b/image_ref/img_ref_aligned_count_th_10/Hafnia alvei.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Klebsiella grimontii.png b/image_ref/img_ref_aligned_count_th_10/Klebsiella grimontii.png
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diff --git a/image_ref/img_ref_aligned_count_th_10/Klebsiella michiganensis.npy b/image_ref/img_ref_aligned_count_th_10/Klebsiella michiganensis.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Pantoea agglomerans.npy b/image_ref/img_ref_aligned_count_th_10/Pantoea agglomerans.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Proteus mirabilis.npy b/image_ref/img_ref_aligned_count_th_10/Proteus mirabilis.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Providencia rettgeri.npy b/image_ref/img_ref_aligned_count_th_10/Providencia rettgeri.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Providencia stuartii.png b/image_ref/img_ref_aligned_count_th_10/Providencia stuartii.png
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diff --git a/image_ref/img_ref_aligned_count_th_10/Raoultella ornithinolytica.npy b/image_ref/img_ref_aligned_count_th_10/Raoultella ornithinolytica.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Raoultella ornithinolytica.png b/image_ref/img_ref_aligned_count_th_10/Raoultella ornithinolytica.png
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diff --git a/image_ref/img_ref_aligned_count_th_10/Salmonella enterica.npy b/image_ref/img_ref_aligned_count_th_10/Salmonella enterica.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Salmonella enterica.png b/image_ref/img_ref_aligned_count_th_10/Salmonella enterica.png
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diff --git a/image_ref/img_ref_aligned_count_th_10/Serratia marcescens.npy b/image_ref/img_ref_aligned_count_th_10/Serratia marcescens.npy
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diff --git a/image_ref/img_ref_aligned_count_th_10/Serratia marcescens.png b/image_ref/img_ref_aligned_count_th_10/Serratia marcescens.png
new file mode 100644
index 0000000000000000000000000000000000000000..cefa775013264c094359e2e8730ed491f297cbf0
GIT binary patch
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter amalonaticus.npy b/image_ref/img_ref_aligned_count_th_5/Citrobacter amalonaticus.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter amalonaticus.png b/image_ref/img_ref_aligned_count_th_5/Citrobacter amalonaticus.png
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter braakii.npy b/image_ref/img_ref_aligned_count_th_5/Citrobacter braakii.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter braakii.png b/image_ref/img_ref_aligned_count_th_5/Citrobacter braakii.png
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter cronae.npy b/image_ref/img_ref_aligned_count_th_5/Citrobacter cronae.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter cronae.png b/image_ref/img_ref_aligned_count_th_5/Citrobacter cronae.png
new file mode 100644
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter farmeri.npy b/image_ref/img_ref_aligned_count_th_5/Citrobacter farmeri.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter farmeri.png b/image_ref/img_ref_aligned_count_th_5/Citrobacter farmeri.png
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter freundii.npy b/image_ref/img_ref_aligned_count_th_5/Citrobacter freundii.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter koseri.npy b/image_ref/img_ref_aligned_count_th_5/Citrobacter koseri.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter koseri.png b/image_ref/img_ref_aligned_count_th_5/Citrobacter koseri.png
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diff --git a/image_ref/img_ref_aligned_count_th_5/Citrobacter portucalensis.png b/image_ref/img_ref_aligned_count_th_5/Citrobacter portucalensis.png
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diff --git a/image_ref/img_ref_aligned_count_th_5/Enterobacter asburiae.npy b/image_ref/img_ref_aligned_count_th_5/Enterobacter asburiae.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Enterobacter bugandensis.png b/image_ref/img_ref_aligned_count_th_5/Enterobacter bugandensis.png
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diff --git a/image_ref/img_ref_aligned_count_th_5/Enterobacter chengduensis.npy b/image_ref/img_ref_aligned_count_th_5/Enterobacter chengduensis.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Enterobacter kobei.npy b/image_ref/img_ref_aligned_count_th_5/Enterobacter kobei.npy
new file mode 100644
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diff --git a/image_ref/img_ref_aligned_count_th_5/Enterobacter kobei.png b/image_ref/img_ref_aligned_count_th_5/Enterobacter kobei.png
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diff --git a/image_ref/img_ref_aligned_count_th_5/Enterobacter ludwigii.npy b/image_ref/img_ref_aligned_count_th_5/Enterobacter ludwigii.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Enterobacter ludwigii.png b/image_ref/img_ref_aligned_count_th_5/Enterobacter ludwigii.png
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diff --git a/image_ref/img_ref_aligned_count_th_5/Enterobacter roggenkampii.npy b/image_ref/img_ref_aligned_count_th_5/Enterobacter roggenkampii.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Klebsiella aerogenes.npy b/image_ref/img_ref_aligned_count_th_5/Klebsiella aerogenes.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Klebsiella grimontii.npy b/image_ref/img_ref_aligned_count_th_5/Klebsiella grimontii.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Klebsiella michiganensis.npy b/image_ref/img_ref_aligned_count_th_5/Klebsiella michiganensis.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Pantoea septica.npy b/image_ref/img_ref_aligned_count_th_5/Pantoea septica.npy
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diff --git a/image_ref/img_ref_aligned_count_th_5/Providencia stuartii.npy b/image_ref/img_ref_aligned_count_th_5/Providencia stuartii.npy
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diff --git a/image_ref/utils.py b/image_ref/utils.py
index 097d896..f457be5 100644
--- a/image_ref/utils.py
+++ b/image_ref/utils.py
@@ -8,6 +8,7 @@ from matplotlib_venn import venn2
 from analyse_diann_digestion import load_lib
 import matplotlib.image as mpimg
 import re
+from loess.loess_1d import loess_1d
 
 # SPECIES = [f.name for f in os.scandir('../data/processed_data_wiff/npy_image/all data') if f.is_dir()]
 SPECIES = ['Enterobacter bugandensis', 'Enterobacter hormaechei', 'Enterobacter cloacae',
@@ -138,8 +139,7 @@ def build_ref_image_from_diann(path_parqet, ms1_end_mz, ms1_start_mz, bin_mz, ma
     return im
 
 
-def build_ref_image_from_diann_global(path_parqet, target_seq, ms1_end_mz, ms1_start_mz, bin_mz, max_cycle, min_rt=None,
-                                      max_rt=None):
+def build_ref_image_from_diann_global(path_parqet, target_seq, ms1_end_mz, ms1_start_mz, bin_mz, max_cycle, path_ref_alignment):
     df = load_lib(path_parqet)
     df = df[['Stripped.Sequence', 'Precursor.Charge', 'RT', 'Precursor.Mz']]
     df = df[df['Stripped.Sequence'].isin(target_seq)]
@@ -148,24 +148,26 @@ def build_ref_image_from_diann_global(path_parqet, target_seq, ms1_end_mz, ms1_s
     total_ms1_mz = ms1_end_mz - ms1_start_mz
     n_bin_ms1 = int(total_ms1_mz // bin_mz)
     im = np.zeros([max_cycle, n_bin_ms1])
-    if max_rt is None:
-        max_rt = np.max(df_unique['RT'])
-    if min_rt is None:
-        min_rt = np.min(df_unique['RT'])
-    total_rt = max_rt - min_rt + 1e-3
+
+    lib = pd.read_csv(path_ref_alignment, sep='\t')
+    xout, yout, wout = loess_1d(np.array(lib['Predicted.iRT'].tolist()), np.array(lib['Predicted.RT'].tolist()),
+                                xnew=df_unique['RT'],
+                                degree=1,
+                                npoints=None, rotate=False, sigy=None)
+    df_unique['Aligned_RT']=yout
     for row in df_unique.iterrows():
-        if 900 > int(((row[1]['Precursor.Mz'] - ms1_start_mz) / total_ms1_mz) * n_bin_ms1) >= 0:
-            im[int((row[1]['RT'] - min_rt) / total_rt * max_cycle), int(
+        if 900 > int(((row[1]['Precursor.Mz'] - ms1_start_mz) / total_ms1_mz) * n_bin_ms1) >= 0 and int((row[1]['Aligned_RT']/11.51) * max_cycle) <663:
+            im[int((row[1]['Aligned_RT']/11.51) * max_cycle), int(
                 ((row[1]['Precursor.Mz'] - ms1_start_mz) / total_ms1_mz) * n_bin_ms1)] = 1
 
     return im
 
 
 if __name__ == '__main__':
-    df = load_lib('fasta/global_peptide_list.parquet')
+    # df = load_lib('fasta/global_peptide_list.parquet')
     # df = build_database_ref_peptide()
     # df.to_csv("dataset_species_ref_peptides.csv", index=False)
-    # Write fasta file
+    # Write fasta fi#le
     # with open('fasta/optimal peptide set/gobal_peptide_set.fasta', "w") as f:
     #     df_spe = df[df['Specie'].isin(SPECIES)]
     #     spe_list = df_spe['Sequence'].drop_duplicates().to_list()
@@ -173,8 +175,8 @@ if __name__ == '__main__':
     #     for pep in spe_list :
     #         print(pep)
     #         f.write(pep+'\n')
-    #
-    # df_count = compute_common_peptide("dataset_species_ref_peptides.csv", SPECIES)
+
+    df_count = compute_common_peptide("dataset_species_ref_peptides.csv", SPECIES)
     #
     # #
     # # Create ref img
@@ -183,15 +185,15 @@ if __name__ == '__main__':
     # min_rt = df_full['RT'].min()
     # max_rt = df_full['RT'].max()
     # #
-    # df = pd.read_csv("dataset_species_ref_peptides.csv")
-    # #
-    # for spe in SPECIES:
-    #     print(spe)
-    #     df_spe = df[df['Specie'] == spe]
-    #     df_spec_no_common = df_spe[df_spe['Sequence'].isin(df_count[df_count['Count']<5]['Sequence'])]
-    #     im = build_ref_image_from_diann_global(
-    #         'fasta/global_peptide_list.parquet', target_seq=df_spec_no_common['Sequence'].to_list(), ms1_end_mz=1250,
-    #         ms1_start_mz=350, bin_mz=1, max_cycle=663, min_rt=min_rt, max_rt=max_rt)
-    #     plt.clf()
-    #     mpimg.imsave('img_ref_count_th_5/' + spe + '.png', im)
-    #     np.save('img_ref_count_th_5/' + spe + '.npy', im)
+    df = pd.read_csv("dataset_species_ref_peptides.csv")
+    #
+    for spe in SPECIES:
+        print(spe)
+        df_spe = df[df['Specie'] == spe]
+        # df_spec_no_common = df_spe[df_spe['Sequence'].isin(df_count[df_count['Count']<10]['Sequence'])]
+        im = build_ref_image_from_diann_global(
+            'fasta/global_peptide_list.parquet', target_seq=df_spe['Sequence'].to_list(), ms1_end_mz=1250,
+            ms1_start_mz=350, bin_mz=1, max_cycle=663, path_ref_alignment='report_coli_95_97_98.tsv')
+        plt.clf()
+        mpimg.imsave('img_ref_aligned/' + spe + '.png', im)
+        np.save('img_ref_aligned/' + spe + '.npy', im)
-- 
GitLab