From da5b70f6bc902d0c6535cd78f2eb0ec5a9377576 Mon Sep 17 00:00:00 2001 From: smartx-usman Date: Mon, 7 Sep 2020 10:15:04 +0200 Subject: [PATCH 1/3] Add retip tool suit wrapper(s) for deployment into TTS. --- tools/retip/.shed.yml | 16 +++++++++++++ tools/retip/macros.xml | 37 +++++++++++++++++++++++++++++++ tools/retip/retip_apply.xml | 31 ++++++++++++++++++++++++++ tools/retip/retip_descriptors.xml | 29 ++++++++++++++++++++++++ tools/retip/retip_train.xml | 29 ++++++++++++++++++++++++ 5 files changed, 142 insertions(+) create mode 100644 tools/retip/.shed.yml create mode 100644 tools/retip/macros.xml create mode 100644 tools/retip/retip_apply.xml create mode 100644 tools/retip/retip_descriptors.xml create mode 100644 tools/retip/retip_train.xml diff --git a/tools/retip/.shed.yml b/tools/retip/.shed.yml new file mode 100644 index 00000000..c23ac1ee --- /dev/null +++ b/tools/retip/.shed.yml @@ -0,0 +1,16 @@ +categories: + - Metabolomics +owner: "recetox" +remote_repository_url: "https://github.com/RECETOX/galaxytools/tree/master/tools/retip" +homepage_url: "https://github.com/PaoloBnn/Retip" +type: unrestricted +auto_tool_repositories: + name_template: "{{ tool_id }}" + description_template: "The tool {{ tool_name }} from the Retip tool suite." +suite: + name: "suite_retip" + description: "A suite of Retip (Retention Time Prediction for metabolomics) tools." + long_description: | + "Retip is an R package for predicting Retention Time (RT) for small molecules in a + high pressure liquid chromatography (HPLC) Mass Spectrometry analysis. Retention + time calculation can be useful in identifying unknowns and removing false positive annotations. diff --git a/tools/retip/macros.xml b/tools/retip/macros.xml new file mode 100644 index 00000000..e7223dff --- /dev/null +++ b/tools/retip/macros.xml @@ -0,0 +1,37 @@ + + 1.0.0 + + + registry.gitlab.ics.muni.cz:443/recetox/mass-spectrometry/retip:@VERSION@ + + + + + https://doi.org/10.1021/acs.analchem.9b05765 + + + + + diff --git a/tools/retip/retip_apply.xml b/tools/retip/retip_apply.xml new file mode 100644 index 00000000..10c2ee1a --- /dev/null +++ b/tools/retip/retip_apply.xml @@ -0,0 +1,31 @@ + + is retention time predictor for Metabolomics + + macros.xml + + + + + + + + + + + + + + + + + + diff --git a/tools/retip/retip_descriptors.xml b/tools/retip/retip_descriptors.xml new file mode 100644 index 00000000..113f797e --- /dev/null +++ b/tools/retip/retip_descriptors.xml @@ -0,0 +1,29 @@ + + for retention time prediction + + macros.xml + + + + + + + + + + + + + + + + diff --git a/tools/retip/retip_train.xml b/tools/retip/retip_train.xml new file mode 100644 index 00000000..311f5068 --- /dev/null +++ b/tools/retip/retip_train.xml @@ -0,0 +1,29 @@ + + the Keras model to predict retention times + + macros.xml + + + + + + + + + + + + + + + + From 459f828bb3eb0edb081af4be9b1b65bb98335c30 Mon Sep 17 00:00:00 2001 From: Karolina Trachtova <422653@mail.muni.cz> Date: Mon, 21 Sep 2020 22:35:32 +0200 Subject: [PATCH 2/3] Changed galaxy xml file to use conda biotransformer package --- tools/biotransformer/biotransformer.xml | 13 +-- .../biotransformer/wrapper_biotransformer.py | 89 +++++++++++++++++++ 2 files changed, 97 insertions(+), 5 deletions(-) create mode 100644 tools/biotransformer/wrapper_biotransformer.py diff --git a/tools/biotransformer/biotransformer.xml b/tools/biotransformer/biotransformer.xml index cecd280e..d8de1b1b 100644 --- a/tools/biotransformer/biotransformer.xml +++ b/tools/biotransformer/biotransformer.xml @@ -1,8 +1,10 @@ - - - registry.gitlab.ics.muni.cz:443/recetox/mass-spectrometry/biotransformer:1.1.0 - - + + biotransformer + openbabel + pandas + + https://doi.org/10.1186/s13321-018-0324-5 + diff --git a/tools/biotransformer/wrapper_biotransformer.py b/tools/biotransformer/wrapper_biotransformer.py new file mode 100644 index 00000000..2828abab --- /dev/null +++ b/tools/biotransformer/wrapper_biotransformer.py @@ -0,0 +1,89 @@ +import sys +import tempfile +import subprocess +import pandas +from openbabel import pybel + +#function for translating inchi to smiles +def InchiToSmiles(df): + sm = [] + for item in df['InChI']: + tmp = pybel.readstring("inchi",item) + sm.append(tmp.write("smi")) + return(sm) + +executable = ["biotransformer"] +#executable_r = ["Rscript", "inchi_to_smiles.r"] + +argv = sys.argv[1:] +if "-icsv" in argv: + icsv = argv.pop(argv.index("-icsv") + 1) + argv.remove("-icsv") + + if "-ocsv" not in argv: + sys.stderr.write("excpected -ocsv parameter\n") + sys.exit(1) + ocsv = argv.pop(argv.index("-ocsv") + 1) + argv.remove("-ocsv") + ocsv_dup = argv.pop(argv.index("-ocsvDup") + 1) + argv.remove("-ocsvDup") + ocsv_dup2 = argv.pop(argv.index("-ocsvDup2") + 1) + argv.remove("-ocsvDup2") + + in_df = pandas.read_csv(icsv, header=None) + out_df1 = pandas.DataFrame() #file for all results + out_df2 = pandas.DataFrame() #file for filtered results based on 6 columns + out_df3 = pandas.DataFrame() #file for filtered results based on 3 columns + + tmp2 = pandas.DataFrame() + tmp3 = pandas.DataFrame() + + smList1 = [] #list with smiles string + smList2 = [] + smList3 = [] + for _, (smiles,) in in_df.iterrows(): + with tempfile.NamedTemporaryFile() as out: + subprocess.run(executable + argv + ["-ismi", smiles] + ["-ocsv", out.name]) + tmp2 = pandas.read_csv(out.name) + tmp3 = pandas.read_csv(out.name) + tmp2.drop_duplicates(inplace=True, subset=["InChI","InChIKey","Synonyms","Molecular formula","Major Isotope Mass","ALogP"]) + tmp3.drop_duplicates(inplace=True, subset=["Molecular formula","Major Isotope Mass","ALogP"]) + smList2.append([smiles]*tmp2.shape[0]) + smList3.append([smiles]*tmp3.shape[0]) + out_df1 = pandas.concat([out_df1, pandas.read_csv(out.name)]) + out_df2 = pandas.concat([out_df2, tmp2]) + out_df3 = pandas.concat([out_df3, tmp3]) + smList1.append([smiles]*pandas.read_csv(out.name).shape[0]) + + + smList1 = sum(smList1,[]) #merge sublists into one list + smList2 = sum(smList2,[]) + smList3 = sum(smList3,[]) + + out_df1.insert(0,"SMILES query",smList1) + out_df1.drop_duplicates(inplace=True) + out_df1.insert(1,"SMILES target", InchiToSmiles(out_df1)) + out_df1.to_csv(ocsv) + + out_df2.insert(0,"SMILES query",smList2) + out_df3.insert(0,"SMILES query",smList3) + out_df2.drop_duplicates(inplace=True) + out_df3.drop_duplicates(inplace=True) + out_df2.insert(1,"SMILES target", InchiToSmiles(out_df2)) + out_df3.insert(1,"SMILES target", InchiToSmiles(out_df3)) + #out_df.drop_duplicates(inplace=True, subset=["InChI","InChIKey","Synonyms","Molecular formula","Major Isotope Mass","ALogP"]) + out_df2.to_csv(ocsv_dup) + out_df3.to_csv(ocsv_dup2) +else: + #code = subprocess.run(executable + argv).returncode + #sys.exit(code) + subprocess.run(executable + argv) + smile = argv.pop(argv.index("-ismi") + 1) + + tmp = pandas.DataFrame() + out = argv.pop(argv.index("-ocsv") + 1) + tmp = pandas.read_csv(out) #reads created output file + tmp.insert(0,"SMILES query",smile) #add SMILES string for query + tmp.insert(1,"SMILES target", InchiToSmiles(tmp)) #add SMILES string for target + tmp.to_csv(out) + From 077180148b7f5cf6f75f71b31a677fbf048f9bae Mon Sep 17 00:00:00 2001 From: smartx-usman Date: Tue, 22 Sep 2020 11:10:18 +0200 Subject: [PATCH 3/3] Use proper versioning semantics. Add basic tests and associated files. Modify datatype to use more generic type rather than custom defined type. Use docker image from DockerHub. --- tools/retip/macros.xml | 4 +- tools/retip/retip_apply.xml | 20 ++++-- tools/retip/retip_descriptors.xml | 12 ++-- tools/retip/retip_train.xml | 14 ++-- tools/retip/test-data/compounds-small.tsv | 80 ++++++++++++++++++++++ tools/retip/test-data/descriptors.feather | Bin 0 -> 170864 bytes tools/retip/test-data/input.tsv | 6 ++ tools/retip/test-data/model.hdf5 | Bin 0 -> 508696 bytes tools/retip/test-data/output.tsv | 6 ++ 9 files changed, 124 insertions(+), 18 deletions(-) create mode 100644 tools/retip/test-data/compounds-small.tsv create mode 100644 tools/retip/test-data/descriptors.feather create mode 100644 tools/retip/test-data/input.tsv create mode 100644 tools/retip/test-data/model.hdf5 create mode 100644 tools/retip/test-data/output.tsv diff --git a/tools/retip/macros.xml b/tools/retip/macros.xml index e7223dff..e47817a8 100644 --- a/tools/retip/macros.xml +++ b/tools/retip/macros.xml @@ -1,8 +1,8 @@ - 1.0.0 + 0.2.1 - registry.gitlab.ics.muni.cz:443/recetox/mass-spectrometry/retip:@VERSION@ + recetox/retip:@TOOL_VERSION@-recetox0 diff --git a/tools/retip/retip_apply.xml b/tools/retip/retip_apply.xml index 10c2ee1a..b07e182a 100644 --- a/tools/retip/retip_apply.xml +++ b/tools/retip/retip_apply.xml @@ -1,24 +1,30 @@ - + is retention time predictor for Metabolomics macros.xml - - - + - - + + + + + + + + + + for retention time prediction macros.xml @@ -8,15 +8,19 @@ /run.sh chemdesc.R '$compounds' 'descriptors.feather' ]]> - - - + + + + + + + the Keras model to predict retention times macros.xml @@ -8,15 +8,19 @@ /run.sh trainKeras.R '$descr_train' 'model.hdf5' ]]> - - - - + + + + + + + AX1Bn0})>$3L>qDv?J1!$Y>&yiOeRlhRA**CyAUVa*N0_BIU|T zB-TV+i7-UuM52haC6Y&E1d(|}RuWl9WGj(_M9vYpNu-jtMB+jujz|iTY$Ah+EG2S) z$T1>sh*T^mkysIlqmq%Io|KiHl_t&3&Cbit%t*0FO36r7B;{phWbuWl>~2YUNjceV z)3UNNE&OB|S$SkDFC#V0A~N0e>tafFhn(zAS*aGGUu%P$lQMJClN^H6QqyuXvc9g0 zZ0r7YF{p&M$YhtVDqF!2}akgJxMp8a$ 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