From fc03c16668a5367f8b1e6ce410f57737ea36da79 Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Fri, 6 Sep 2024 16:08:43 +0200 Subject: [PATCH 01/17] Update Anndata to 0.10.9 --- tools/anndata/inspect.xml | 6 +- tools/anndata/macros.xml | 11 ++- tools/anndata/manipulate.xml | 89 +++++++++++++++++- tools/anndata/test-data/addloomout1.loom | Bin 45685 -> 41473 bytes tools/anndata/test-data/addloomout3.loom | Bin 48804 -> 48804 bytes tools/anndata/test-data/converted.loom.test | Bin 41883 -> 41883 bytes .../anndata/test-data/export.krumsiek11.loom | Bin 68637 -> 77013 bytes tools/anndata/test-data/import.csv.h5ad | Bin 17256 -> 29512 bytes .../test-data/import.loom.krumsiek11.h5ad | Bin 104140 -> 79348 bytes .../test-data/import.mtx.legacy_10x.h5ad | Bin 53016 -> 50416 bytes .../anndata/test-data/import.mtx.no_10x.h5ad | Bin 39000 -> 37704 bytes .../anndata/test-data/import.mtx.v3_10x.h5ad | Bin 328400 -> 166836 bytes tools/anndata/test-data/import.tsv.h5ad | Bin 17256 -> 29512 bytes tools/anndata/test-data/import.umi_tools.h5ad | Bin 25320 -> 29512 bytes 14 files changed, 97 insertions(+), 9 deletions(-) diff --git a/tools/anndata/inspect.xml b/tools/anndata/inspect.xml index 5b4b700ec72..92e8ce015ab 100644 --- a/tools/anndata/inspect.xml +++ b/tools/anndata/inspect.xml @@ -283,7 +283,7 @@ pd.DataFrame(adata.varm['PCs']).to_csv("$varm_PCs", sep="\t", index = False) - + @@ -305,14 +305,14 @@ pd.DataFrame(adata.varm['PCs']).to_csv("$varm_PCs", sep="\t", index = False) - + - + diff --git a/tools/anndata/macros.xml b/tools/anndata/macros.xml index 69494861dcd..0cdf42c6518 100644 --- a/tools/anndata/macros.xml +++ b/tools/anndata/macros.xml @@ -1,10 +1,11 @@ - 0.10.3 + 0.10.9 0 anndata loompy + numpy @@ -76,4 +77,12 @@ and cells, such as Name, Chromosome, Position (for genes), and Strain, Sex, Age + + + + + + + + diff --git a/tools/anndata/manipulate.xml b/tools/anndata/manipulate.xml index 0534748c3b4..63c6123ea94 100644 --- a/tools/anndata/manipulate.xml +++ b/tools/anndata/manipulate.xml @@ -50,6 +50,41 @@ adata.rename_categories( key='$manipulate.key', categories=$categories) +#else if $manipulate.function == 'organize_keys' + #if $manipulate.obs_keys + #set $keys = [x.strip() for x in str($manipulate.obs_keys).split(',')] + adata.obs = adata.obs.drop(columns=$keys) + #end if + #if $manipulate.sort_obs + adata.obs = adata.obs.reindex(sorted(adata.obs.columns), axis=1) + #end if + + #if $manipulate.var_keys + #set $keys = [x.strip() for x in str($manipulate.var_keys).split(',')] + adata.var = adata.vars.drop(columns=$keys) + #end if + #if $manipulate.sort_vars + adata.var = adata.var.reindex(sorted(adata.var.columns), axis=1) + #end if + + #if $manipulate.uns_keys + #set $keys = [x.strip() for x in str($manipulate.uns_keys).split(',')] + adata.uns = adata.uns.drop(columns=$keys) + #end if + #if $manipulate.sort_uns + adata.uns = adata.uns.reindex(sorted(adata.uns.columns), axis=1) + #end if + +#else if $manipulate.function == 'flag_genes' +## adapted from anndata operations + #for $i, $flag in enumerate($gene_flags) +k_cat = gene_names.str.startswith('${flag.startswith}') +if k_cat.sum() > 0: + adata.var['${flag.col_name}'] = k_cat +else: + print(f'No genes starting with {'${flag.startswith}'} found.') +#end for + #else if $manipulate.function == 'strings_to_categoricals' adata.strings_to_categoricals() @@ -71,6 +106,14 @@ obs.index = obs_index adata.obs = obs #end if +#else if $manipulate.function == 'split_on_obs' +import os +res_dir = "output_split" +os.makedirs(res_dir, exist_ok=True) +for field_value in adata.obs["${split_on_obs.key}"].unique(): + ad_s = adata[adata.obs.${split_on_obs.key} == field_value] + ad_s.write(f"{res_dir}/${split_on_obs.key}_{s}.h5", compression='gzip') + #else if $manipulate.function == 'filter' #if $manipulate.filter.filter == 'key' #if $manipulate.var_obs == 'var' @@ -126,7 +169,8 @@ adata.raw = adata #end if -adata.write('anndata.h5ad') +#if $manipulate.function != 'split_on_obs' +adata.write('anndata.h5ad', compression='gzip') ]]> @@ -137,9 +181,12 @@ adata.write('anndata.h5ad') + + + @@ -167,6 +214,29 @@ adata.write('anndata.h5ad') + + + + + + + + + + + + + + + + + + + + + + + @@ -177,6 +247,9 @@ adata.write('anndata.h5ad') + + + @@ -237,7 +310,13 @@ adata.write('anndata.h5ad') - + + manipulate['function'] != 'split_on_obs' + + + + manipulate['function'] == 'split_on_obs' + @@ -386,9 +465,9 @@ adata.write('anndata.h5ad') `__) @@ -416,7 +495,7 @@ The possible manipulations are: Data matrix is transposed, observations and variables are interchanged. -- Add annotation for variables or observations +- Add annotation for variables or observations - Filter data variables or observations, by index or key diff --git a/tools/anndata/test-data/addloomout1.loom b/tools/anndata/test-data/addloomout1.loom index 2cbf0cae4038521eab27875db84677a646483d1c..837142e40d330414761d5a5100196b06b7cb5a4a 100644 GIT binary patch delta 1599 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T**mr6Y_h2C5A;jn_weB_pH#aK From 4de98de3acb5e077a5276457ba39380e76533951 Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Mon, 9 Sep 2024 11:20:14 +0200 Subject: [PATCH 02/17] replace h5ad size comparison with h5 asserts --- tools/anndata/import.xml | 53 +++++++++++--- tools/anndata/macros.xml | 1 - tools/anndata/manipulate.xml | 130 +++++++++++++++++++++++++++++++---- 3 files changed, 160 insertions(+), 24 deletions(-) diff --git a/tools/anndata/import.xml b/tools/anndata/import.xml index 8d3ce3692d4..c46f8ddb7fd 100644 --- a/tools/anndata/import.xml +++ b/tools/anndata/import.xml @@ -13,7 +13,7 @@ - scanpy + scanpy @@ -191,7 +195,13 @@ adata.write('anndata.h5ad') - + + + + + + + @@ -204,7 +214,9 @@ adata.write('anndata.h5ad') - + + + @@ -217,7 +229,9 @@ adata.write('anndata.h5ad') - + + + @@ -226,8 +240,10 @@ adata.write('anndata.h5ad') - - + + + + @@ -242,7 +258,14 @@ adata.write('anndata.h5ad') - + + + + + + + + @@ -257,7 +280,15 @@ adata.write('anndata.h5ad') - + + + + + + + + + @@ -265,7 +296,9 @@ adata.write('anndata.h5ad') - + + + diff --git a/tools/anndata/macros.xml b/tools/anndata/macros.xml index 0cdf42c6518..e2f0ea5df6c 100644 --- a/tools/anndata/macros.xml +++ b/tools/anndata/macros.xml @@ -81,7 +81,6 @@ and cells, such as Name, Chromosome, Position (for genes), and Strain, Sex, Age - diff --git a/tools/anndata/manipulate.xml b/tools/anndata/manipulate.xml index 63c6123ea94..340d2bef3c7 100644 --- a/tools/anndata/manipulate.xml +++ b/tools/anndata/manipulate.xml @@ -171,6 +171,9 @@ adata.raw = adata #if $manipulate.function != 'split_on_obs' adata.write('anndata.h5ad', compression='gzip') +print(adata) +#end if + ]]> @@ -233,7 +236,13 @@ adata.write('anndata.h5ad', compression='gzip') - + + + + + + + @@ -248,7 +257,13 @@ adata.write('anndata.h5ad', compression='gzip') help="The new table should have the same number of rows and same order than obs or var. The key names should be in the header (1st line)"/> - + + + + + + + @@ -335,8 +350,13 @@ adata.write('anndata.h5ad', compression='gzip') + - + + + + + @@ -347,8 +367,15 @@ adata.write('anndata.h5ad', compression='gzip') + - + + + + + + + @@ -359,8 +386,15 @@ adata.write('anndata.h5ad', compression='gzip') + - + + + + + + + @@ -374,8 +408,15 @@ adata.write('anndata.h5ad', compression='gzip') + - + + + + + + + @@ -385,8 +426,15 @@ adata.write('anndata.h5ad', compression='gzip') + - + + + + + + + @@ -396,8 +444,15 @@ adata.write('anndata.h5ad', compression='gzip') + - + + + + + + + @@ -407,7 +462,18 @@ adata.write('anndata.h5ad', compression='gzip') - + + + + + + + + + + + + @@ -417,7 +483,18 @@ adata.write('anndata.h5ad', compression='gzip') - + + + + + + + + + + + + @@ -433,7 +510,16 @@ adata.write('anndata.h5ad', compression='gzip') - + + + + + + + + + + @@ -451,7 +537,16 @@ adata.write('anndata.h5ad', compression='gzip') - + + + + + + + + + + @@ -459,7 +554,16 @@ adata.write('anndata.h5ad', compression='gzip') - + + + + + + + + + + Date: Mon, 9 Sep 2024 12:04:57 +0200 Subject: [PATCH 03/17] fix linting and remove h5ad test data --- tools/anndata/import.xml | 4 --- tools/anndata/manipulate.xml | 30 +++++++++--------- tools/anndata/test-data/addloomout1.loom | Bin 41473 -> 41473 bytes tools/anndata/test-data/addloomout3.loom | Bin 48804 -> 48804 bytes tools/anndata/test-data/converted.loom.test | Bin 41883 -> 41883 bytes .../anndata/test-data/export.krumsiek11.loom | Bin 77013 -> 77013 bytes tools/anndata/test-data/import.csv.h5ad | Bin 29512 -> 0 bytes .../test-data/import.loom.krumsiek11.h5ad | Bin 79348 -> 0 bytes .../test-data/import.mtx.legacy_10x.h5ad | Bin 50416 -> 0 bytes .../anndata/test-data/import.mtx.no_10x.h5ad | Bin 37704 -> 0 bytes .../anndata/test-data/import.mtx.v3_10x.h5ad | Bin 166836 -> 0 bytes tools/anndata/test-data/import.tsv.h5ad | Bin 29512 -> 0 bytes tools/anndata/test-data/import.umi_tools.h5ad | Bin 29512 -> 0 bytes .../manipulate.add_annotation_obs.h5ad | Bin 75852 -> 0 bytes .../manipulate.add_annotation_var.h5ad | Bin 66012 -> 0 bytes .../test-data/manipulate.concatenate.h5ad | Bin 19240 -> 0 bytes .../test-data/manipulate.filter_obs_key.h5ad | Bin 42216 -> 0 bytes .../manipulate.filter_var_index.h5ad | Bin 47396 -> 0 bytes .../manipulate.obs_names_make_unique.h5ad | Bin 65396 -> 0 bytes .../manipulate.rename_categories.h5ad | Bin 65396 -> 0 bytes .../test-data/manipulate.save_raw.h5ad | Bin 95096 -> 0 bytes .../manipulate.strings_to_categoricals.h5ad | Bin 65396 -> 0 bytes .../test-data/manipulate.transpose.h5ad | Bin 68912 -> 0 bytes .../manipulate.var_names_make_unique.h5ad | Bin 65396 -> 0 bytes 24 files changed, 15 insertions(+), 19 deletions(-) delete mode 100644 tools/anndata/test-data/import.csv.h5ad delete mode 100644 tools/anndata/test-data/import.loom.krumsiek11.h5ad delete mode 100644 tools/anndata/test-data/import.mtx.legacy_10x.h5ad delete mode 100644 tools/anndata/test-data/import.mtx.no_10x.h5ad delete mode 100644 tools/anndata/test-data/import.mtx.v3_10x.h5ad delete mode 100644 tools/anndata/test-data/import.tsv.h5ad delete mode 100644 tools/anndata/test-data/import.umi_tools.h5ad delete mode 100644 tools/anndata/test-data/manipulate.add_annotation_obs.h5ad delete mode 100644 tools/anndata/test-data/manipulate.add_annotation_var.h5ad delete mode 100644 tools/anndata/test-data/manipulate.concatenate.h5ad delete mode 100644 tools/anndata/test-data/manipulate.filter_obs_key.h5ad delete mode 100644 tools/anndata/test-data/manipulate.filter_var_index.h5ad delete mode 100644 tools/anndata/test-data/manipulate.obs_names_make_unique.h5ad delete mode 100644 tools/anndata/test-data/manipulate.rename_categories.h5ad delete mode 100644 tools/anndata/test-data/manipulate.save_raw.h5ad delete mode 100644 tools/anndata/test-data/manipulate.strings_to_categoricals.h5ad delete mode 100644 tools/anndata/test-data/manipulate.transpose.h5ad delete mode 100644 tools/anndata/test-data/manipulate.var_names_make_unique.h5ad diff --git a/tools/anndata/import.xml b/tools/anndata/import.xml index c46f8ddb7fd..c030513cc67 100644 --- a/tools/anndata/import.xml +++ b/tools/anndata/import.xml @@ -213,8 +213,6 @@ print(adata) - - @@ -228,8 +226,6 @@ print(adata) - - diff --git a/tools/anndata/manipulate.xml b/tools/anndata/manipulate.xml index 340d2bef3c7..a7cbdcd5b68 100644 --- a/tools/anndata/manipulate.xml +++ b/tools/anndata/manipulate.xml @@ -189,7 +189,7 @@ print(adata) - + @@ -236,14 +236,14 @@ print(adata) - + - + @@ -328,13 +328,13 @@ print(adata) manipulate['function'] != 'split_on_obs' - + manipulate['function'] == 'split_on_obs' - + @@ -358,7 +358,7 @@ print(adata) - + @@ -377,7 +377,7 @@ print(adata) - + @@ -396,7 +396,7 @@ print(adata) - + @@ -418,7 +418,7 @@ print(adata) - + @@ -436,7 +436,7 @@ print(adata) - + @@ -454,7 +454,7 @@ print(adata) - + @@ -475,7 +475,7 @@ print(adata) - + @@ -496,7 +496,7 @@ print(adata) - + @@ -521,7 +521,7 @@ print(adata) - + @@ -548,7 +548,7 @@ print(adata) - + diff --git a/tools/anndata/test-data/addloomout1.loom b/tools/anndata/test-data/addloomout1.loom index 837142e40d330414761d5a5100196b06b7cb5a4a..372ef77e258098fb47a55fec9ac1f5637d68d2d9 100644 GIT binary patch delta 214 zcmZoX!qj+#X#<M6hpw|4}M}O!p7!6;Xn*wQwxJAh9God zGjlV;D28ARVM`0kD25PpVRJ)c<0ytubYTl)OQ3KVhOn72&?Vs@VSXfcTbNszZVnAt G69@oonm4Ne delta 214 zcmZoX!qj+#X#<yQ!}6;VHm;|7C_-}kT5^O-Nr_ShQ^yi I1J(or0Eo^v;s5{u diff --git a/tools/anndata/test-data/addloomout3.loom b/tools/anndata/test-data/addloomout3.loom index 27e99d933b42e146c0563da539c7e4fadaad8594..7f32473b23e5e0fab3dab499687af067a0abf604 100644 GIT binary patch delta 51 zcmZ4TmubmgrVTq-RZJ4o%#BTql5~^IEz)#N(u@*yEfbB6bqx%XOjAwF(ozglk~ZIA HJ+T7-(8UqB delta 51 zcmZ4TmubmgrVTq-Rg6uNEmBjBOm!2JjSX~7EX@pbEsYaXbj{3-6U|JFlFiKw4L9Fm HJ+T7-#BdPJ diff --git a/tools/anndata/test-data/converted.loom.test b/tools/anndata/test-data/converted.loom.test index 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zbDtMVu;;-qtnqt(^V0sg&r7xEG%wZBubY2n>JNWc4kXT-Vh!Z;Sl60~))fn^E?@bW z@QfknjH{#CJ^L9$fqFgN6Vd7S@6HEv&D?XGHJ;C7K5C&~cRfuz?(dF2@p@8|eIDZv HK)?SV*per& From 0bf651c35cb489af3e40d2bfa410649690124c76 Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Tue, 10 Sep 2024 16:04:07 +0200 Subject: [PATCH 04/17] add tests for newly added functions --- tools/anndata/manipulate.xml | 109 ++++++++++++++++++------ tools/anndata/test-data/import.csv.h5ad | Bin 0 -> 29512 bytes 2 files changed, 85 insertions(+), 24 deletions(-) create mode 100644 tools/anndata/test-data/import.csv.h5ad diff --git a/tools/anndata/manipulate.xml b/tools/anndata/manipulate.xml index a7cbdcd5b68..d475fe22995 100644 --- a/tools/anndata/manipulate.xml +++ b/tools/anndata/manipulate.xml @@ -50,34 +50,26 @@ adata.rename_categories( key='$manipulate.key', categories=$categories) -#else if $manipulate.function == 'organize_keys' +#else if $manipulate.function == 'remove_keys' #if $manipulate.obs_keys #set $keys = [x.strip() for x in str($manipulate.obs_keys).split(',')] adata.obs = adata.obs.drop(columns=$keys) #end if - #if $manipulate.sort_obs - adata.obs = adata.obs.reindex(sorted(adata.obs.columns), axis=1) - #end if #if $manipulate.var_keys #set $keys = [x.strip() for x in str($manipulate.var_keys).split(',')] adata.var = adata.vars.drop(columns=$keys) #end if - #if $manipulate.sort_vars - adata.var = adata.var.reindex(sorted(adata.var.columns), axis=1) - #end if #if $manipulate.uns_keys #set $keys = [x.strip() for x in str($manipulate.uns_keys).split(',')] adata.uns = adata.uns.drop(columns=$keys) #end if - #if $manipulate.sort_uns - adata.uns = adata.uns.reindex(sorted(adata.uns.columns), axis=1) - #end if #else if $manipulate.function == 'flag_genes' ## adapted from anndata operations - #for $i, $flag in enumerate($gene_flags) +gene_names = getattr(adata.var, '$manipulate.gene_symbols_field') + #for $i, $flag in enumerate($manipulate.gene_flags) k_cat = gene_names.str.startswith('${flag.startswith}') if k_cat.sum() > 0: adata.var['${flag.col_name}'] = k_cat @@ -110,9 +102,9 @@ adata.obs = obs import os res_dir = "output_split" os.makedirs(res_dir, exist_ok=True) -for field_value in adata.obs["${split_on_obs.key}"].unique(): - ad_s = adata[adata.obs.${split_on_obs.key} == field_value] - ad_s.write(f"{res_dir}/${split_on_obs.key}_{s}.h5", compression='gzip') +for s,field_value in enumerate(adata.obs["${manipulate.key}"].unique()): + ad_s = adata[adata.obs.${manipulate.key} == field_value] + ad_s.write(f"{res_dir}/${manipulate.key}_{s}.h5ad", compression='gzip') #else if $manipulate.function == 'filter' #if $manipulate.filter.filter == 'key' @@ -184,7 +176,7 @@ print(adata) - + @@ -217,24 +209,19 @@ print(adata) - + - - - - - - + @@ -402,12 +389,12 @@ print(adata) - + - + @@ -565,6 +552,80 @@ print(adata) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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aV)^f(*T=6@>!XZTNB;Zz7--jj6#obRs)qdl From 0343a4c9c2674f66c5568b19963fe9d2fd149752 Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Wed, 11 Sep 2024 10:10:45 +0200 Subject: [PATCH 06/17] add help text about newly added functions and update tests --- tools/anndata/manipulate.xml | 32 ++++++++++++++++++++++---------- 1 file changed, 22 insertions(+), 10 deletions(-) diff --git a/tools/anndata/manipulate.xml b/tools/anndata/manipulate.xml index d475fe22995..563010afdf3 100644 --- a/tools/anndata/manipulate.xml +++ b/tools/anndata/manipulate.xml @@ -53,17 +53,17 @@ adata.rename_categories( #else if $manipulate.function == 'remove_keys' #if $manipulate.obs_keys #set $keys = [x.strip() for x in str($manipulate.obs_keys).split(',')] - adata.obs = adata.obs.drop(columns=$keys) + adata.obs = adata.obs.drop(columns=$keys) #end if #if $manipulate.var_keys #set $keys = [x.strip() for x in str($manipulate.var_keys).split(',')] - adata.var = adata.vars.drop(columns=$keys) + adata.var = adata.vars.drop(columns=$keys) #end if #if $manipulate.uns_keys #set $keys = [x.strip() for x in str($manipulate.uns_keys).split(',')] - adata.uns = adata.uns.drop(columns=$keys) + adata.uns = adata.uns.drop(columns=$keys) #end if #else if $manipulate.function == 'flag_genes' @@ -553,7 +553,7 @@ print(adata) - + @@ -561,7 +561,7 @@ print(adata) - + @@ -572,7 +572,7 @@ print(adata) - + @@ -580,7 +580,7 @@ print(adata) - + @@ -588,8 +588,8 @@ print(adata) - - + + @@ -652,6 +652,14 @@ The possible manipulations are: Besides calling `self.obs[key].cat.categories = categories` - similar for `var` - this also renames categories in unstructured annotation that uses the categorical annotation `key` +- Remove keys from obs,var or uns annotations + + Helps in cleaning up andata with many annotations. For example, helps in removing qc metrics calculated during the preprocesing or already existing cluster annotations. + +- Flag genes start with a pattern + + Useful for flagging the mitochoncdrial or ribosomal protein genes + - Transform string annotations to categoricals (`strings_to_categoricals method `__) Only affects string annotations that lead to less categories than the total number of observations. @@ -660,7 +668,11 @@ The possible manipulations are: Data matrix is transposed, observations and variables are interchanged. -- Add annotation for variables or observations +- Add annotation for variables or + +- Split the AnnData object into multiple AnnData objects based on the values of a given obs key + + For example, helps in splitting an anndata objects based on cluster annotation. This function generates a collection with number of elements equal to the number of categories in the input obs key. - Filter data variables or observations, by index or key From bd992d47b0df0c79002cbf8e8f1eaa95fe7364d4 Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Wed, 11 Sep 2024 14:09:14 +0200 Subject: [PATCH 07/17] fix tests --- tools/anndata/manipulate.xml | 40 ++++++++++++++++-------------------- 1 file changed, 18 insertions(+), 22 deletions(-) diff --git a/tools/anndata/manipulate.xml b/tools/anndata/manipulate.xml index 563010afdf3..facd77720fb 100644 --- a/tools/anndata/manipulate.xml +++ b/tools/anndata/manipulate.xml @@ -53,24 +53,18 @@ adata.rename_categories( #else if $manipulate.function == 'remove_keys' #if $manipulate.obs_keys #set $keys = [x.strip() for x in str($manipulate.obs_keys).split(',')] - adata.obs = adata.obs.drop(columns=$keys) +adata.obs = adata.obs.drop(columns=$keys) #end if #if $manipulate.var_keys #set $keys = [x.strip() for x in str($manipulate.var_keys).split(',')] - adata.var = adata.vars.drop(columns=$keys) - #end if - - #if $manipulate.uns_keys - #set $keys = [x.strip() for x in str($manipulate.uns_keys).split(',')] - adata.uns = adata.uns.drop(columns=$keys) +adata.var = adata.vars.drop(columns=$keys) #end if #else if $manipulate.function == 'flag_genes' ## adapted from anndata operations -gene_names = getattr(adata.var, '$manipulate.gene_symbols_field') - #for $i, $flag in enumerate($manipulate.gene_flags) -k_cat = gene_names.str.startswith('${flag.startswith}') + #for $flag in $manipulate.gene_flags +k_cat = adata.var_names.str.startswith('${flag.startswith}') if k_cat.sum() > 0: adata.var['${flag.col_name}'] = k_cat else: @@ -176,7 +170,7 @@ print(adata) - + @@ -216,12 +210,8 @@ print(adata) - - - - @@ -558,15 +548,13 @@ print(adata) - - - + @@ -576,15 +564,23 @@ print(adata) - - + + + + + + + + + - + + @@ -652,7 +648,7 @@ The possible manipulations are: Besides calling `self.obs[key].cat.categories = categories` - similar for `var` - this also renames categories in unstructured annotation that uses the categorical annotation `key` -- Remove keys from obs,var or uns annotations +- Remove keys from obs or var annotations Helps in cleaning up andata with many annotations. For example, helps in removing qc metrics calculated during the preprocesing or already existing cluster annotations. From fe812e7a0a9c62cac0fc4475b84980b7ae73e1c5 Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Wed, 11 Sep 2024 14:21:25 +0200 Subject: [PATCH 08/17] remove flagged.h5ad --- tools/anndata/manipulate.xml | 1 - 1 file changed, 1 deletion(-) diff --git a/tools/anndata/manipulate.xml b/tools/anndata/manipulate.xml index facd77720fb..2443d2cd1d0 100644 --- a/tools/anndata/manipulate.xml +++ b/tools/anndata/manipulate.xml @@ -576,7 +576,6 @@ print(adata) - From 011951c1e8f81e76e8822081a27393231e93634b Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Wed, 11 Sep 2024 18:14:34 +0200 Subject: [PATCH 09/17] move all loompy functions to modify_loom --- tools/anndata/export.xml | 63 +-------------- tools/anndata/import.xml | 2 +- tools/anndata/macros.xml | 2 - tools/anndata/modify_loom.xml | 145 ++++++++++++++++++++++++++-------- 4 files changed, 117 insertions(+), 95 deletions(-) diff --git a/tools/anndata/export.xml b/tools/anndata/export.xml index aab4d7cc26f..f07f651671f 100644 --- a/tools/anndata/export.xml +++ b/tools/anndata/export.xml @@ -1,5 +1,5 @@ - - Interconvert AnnData and Loom formats + + matrix and annotations macros.xml @@ -15,33 +15,12 @@ - - - - - - - - - - - - - - - - + @@ -62,25 +41,8 @@ adata.write_csvs('.', sep="\t", skip_data = False) hd5_format['filetype'] == 'anndata' and hd5_format['output_format'] == 'tabular' - - hd5_format['filetype'] == 'loom' - - - - hd5_format['filetype'] == 'loom' - - - - - - - - - - - @@ -94,26 +56,9 @@ adata.write_csvs('.', sep="\t", skip_data = False) - - - - - - - - - - - - - `__) -or a Tabular file (`write_csvs method `__) - -It can also create a series of tabular files from an input loom dataset. +This tool exports an AnnData dataset to a tabular files (`write_csvs method `__) @HELP@ ]]> diff --git a/tools/anndata/import.xml b/tools/anndata/import.xml index c030513cc67..e345058d9b6 100644 --- a/tools/anndata/import.xml +++ b/tools/anndata/import.xml @@ -77,7 +77,7 @@ adata = ad.read_csv( '$hd5_format.in.input', delimiter='$delimiter', first_column_names=$hd5_format.in.first_column_names) -## convert into sparse matrix. Dense matrix needs large disk space and higher acces times +## convert into sparse matrix. Dense matrix needs large disk space and higher access times from scipy.sparse import csr_matrix adata.X = csr_matrix(adata.X) diff --git a/tools/anndata/macros.xml b/tools/anndata/macros.xml index e2f0ea5df6c..f5544c10908 100644 --- a/tools/anndata/macros.xml +++ b/tools/anndata/macros.xml @@ -4,8 +4,6 @@ anndata - loompy - numpy diff --git a/tools/anndata/modify_loom.xml b/tools/anndata/modify_loom.xml index 776e890d74b..ad910f11a24 100644 --- a/tools/anndata/modify_loom.xml +++ b/tools/anndata/modify_loom.xml @@ -1,62 +1,141 @@ - - Add layers, or row/column attributes to a loom file + + Manipulate, export loom files and import from anndata macros.xml - + + loompy + numpy + + - - - - - - + + + + + - - + + + + + + + + + + + + + + + + + + - - + + - - + + - - + + operation['to_perfom'] == 'manipulate' + + + operation['to_perfom'] == 'export' + + + + operation['to_perfom'] == 'export' + + + + operation['to_perfom'] == 'import' + - - - + + + + + + - - - + + + + + + - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Date: Thu, 12 Sep 2024 20:50:09 +0200 Subject: [PATCH 10/17] trying to fix tests --- tools/anndata/export.xml | 2 -- tools/anndata/macros.xml | 6 ---- tools/anndata/modify_loom.xml | 64 +++++++++++++++++++---------------- 3 files changed, 35 insertions(+), 37 deletions(-) diff --git a/tools/anndata/export.xml b/tools/anndata/export.xml index f07f651671f..b1049be8deb 100644 --- a/tools/anndata/export.xml +++ b/tools/anndata/export.xml @@ -44,9 +44,7 @@ adata.write_csvs('.', sep="\t", skip_data = False) - - diff --git a/tools/anndata/macros.xml b/tools/anndata/macros.xml index f5544c10908..ffd76f711b8 100644 --- a/tools/anndata/macros.xml +++ b/tools/anndata/macros.xml @@ -18,12 +18,6 @@ - - loompy numpy - + + + @@ -41,8 +44,8 @@ adata.write_loom('anndata.loom') + - @@ -65,54 +68,58 @@ adata.write_loom('anndata.loom') + - - operation['to_perfom'] == 'manipulate' + + operation['to_perform'] == 'manipulate' or operation['to_perform'] == 'import' - operation['to_perfom'] == 'export' + operation['to_perform'] == 'export' - operation['to_perfom'] == 'export' + operation['to_perform'] == 'export' - - operation['to_perfom'] == 'import' - - + - - + + + + - + - - + + + + - + - - + + + + - + @@ -127,9 +134,8 @@ adata.write_loom('anndata.loom') - + - From 48b01d49a718f6a260e8fb6bde4dc7b587c96d43 Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Thu, 12 Sep 2024 20:59:02 +0200 Subject: [PATCH 11/17] fix anndata to loom --- tools/anndata/modify_loom.xml | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/tools/anndata/modify_loom.xml b/tools/anndata/modify_loom.xml index d76992f3ba2..bca81826b6f 100644 --- a/tools/anndata/modify_loom.xml +++ b/tools/anndata/modify_loom.xml @@ -10,8 +10,8 @@ @@ -71,7 +73,7 @@ adata.write_loom('anndata.loom') - + operation['to_perform'] == 'manipulate' or operation['to_perform'] == 'import' From 30a636fe61104aa5402d208bca3c768fc5b179c1 Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Thu, 12 Sep 2024 21:00:23 +0200 Subject: [PATCH 12/17] fix --- tools/anndata/modify_loom.xml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tools/anndata/modify_loom.xml b/tools/anndata/modify_loom.xml index bca81826b6f..43bb2cad48b 100644 --- a/tools/anndata/modify_loom.xml +++ b/tools/anndata/modify_loom.xml @@ -32,7 +32,7 @@ python '$__tool_directory__/loompy_to_tsv.py' -f '$operation.loom' Date: Fri, 13 Sep 2024 22:01:09 +0200 Subject: [PATCH 13/17] move all loom functions to modify_loom.xml and fix tests --- tools/anndata/export.xml | 31 ++--- tools/anndata/import.xml | 230 ++++++++++++++-------------------- tools/anndata/macros.xml | 1 + tools/anndata/modify_loom.xml | 56 +++++++-- 4 files changed, 150 insertions(+), 168 deletions(-) diff --git a/tools/anndata/export.xml b/tools/anndata/export.xml index b1049be8deb..9b2867b3a24 100644 --- a/tools/anndata/export.xml +++ b/tools/anndata/export.xml @@ -6,16 +6,12 @@ @@ -23,24 +19,11 @@ adata.write_csvs('.', sep="\t", skip_data = False) - - hd5_format['filetype'] == 'anndata' and hd5_format['output_format'] == 'loom' - - - hd5_format['filetype'] == 'anndata' and hd5_format['output_format'] == 'tabular' - - - hd5_format['filetype'] == 'anndata' and hd5_format['output_format'] == 'tabular' - - - hd5_format['filetype'] == 'anndata' and hd5_format['output_format'] == 'tabular' - - - hd5_format['filetype'] == 'anndata' and hd5_format['output_format'] == 'tabular' - - - hd5_format['filetype'] == 'anndata' and hd5_format['output_format'] == 'tabular' - + + + + + diff --git a/tools/anndata/import.xml b/tools/anndata/import.xml index e345058d9b6..4ca46275354 100644 --- a/tools/anndata/import.xml +++ b/tools/anndata/import.xml @@ -1,5 +1,5 @@ - - from different format + + from different formats macros.xml @@ -17,164 +17,132 @@ umi_tools_input.gz - && +#if $in.adata_format == 'mtx' + mkdir mtx + #if $in.tenx.use == 'legacy_10x' + && cp '$in.matrix' 'mtx/matrix.mtx' + && cp '$in.tenx.genes' 'mtx/genes.tsv' + && cp '$in.tenx.barcodes' 'mtx/barcodes.tsv' + #else if $in.tenx.use == 'v3_10x' + && cp '$in.matrix' 'mtx/matrix.mtx' + && gzip 'mtx/matrix.mtx' + && cp '$in.tenx.features' 'mtx/features.tsv' + && gzip 'mtx/features.tsv' + && cp '$in.tenx.barcodes' 'mtx/barcodes.tsv' + && gzip 'mtx/barcodes.tsv' #end if + && +#else if $in.adata_format == 'umi_tools' + ## avoid gzipping in the inputdir + gzip -c '$in.input' > umi_tools_input.gz + && +#end if - @CMD@ - - #if $hd5_format.in.adata_format == 'mtx' - && rm -rf mtx - #end if +@CMD@ -#else: - python '$__tool_directory__/tsv_to_loompy.py' - -c '${hd5_format.coldata}' - -r '${hd5_format.rowdata}' - -f '${hd5_format.mainmatrix}' - #if $hd5_format.other_files: - '${hd5_format.other_files}' - #end if +#if $in.adata_format == 'mtx' + && rm -rf mtx #end if ]]> - - - - + + + + + + + - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + - - + + + - - - - - + + - - hd5_format['filetype'] == 'anndata' - - - hd5_format['filetype'] == 'loom' - + @@ -287,7 +255,6 @@ print(adata) - @@ -296,21 +263,10 @@ print(adata) - - - - - - - - - - - - - - + + + @@ -325,7 +281,7 @@ print(adata) **What it does** -This tool creates an AnnData or loom dataset from several input types: +This tool creates an AnnData from several input types: - Loom (`read_loom method `__) - Tabular (`read_csv method `__) diff --git a/tools/anndata/macros.xml b/tools/anndata/macros.xml index ffd76f711b8..84184809618 100644 --- a/tools/anndata/macros.xml +++ b/tools/anndata/macros.xml @@ -4,6 +4,7 @@ anndata + loompy diff --git a/tools/anndata/modify_loom.xml b/tools/anndata/modify_loom.xml index 43bb2cad48b..8e6a8e01bfb 100644 --- a/tools/anndata/modify_loom.xml +++ b/tools/anndata/modify_loom.xml @@ -4,14 +4,13 @@ macros.xml - loompy - numpy + numpy @@ -68,12 +79,27 @@ adata.write_loom('output.loom') - + + + + + + + + + + + + + + + + - + operation['to_perform'] == 'manipulate' or operation['to_perform'] == 'import' @@ -137,13 +163,29 @@ adata.write_loom('output.loom') - + + + + + + + + + + + + + + + + + Date: Sat, 14 Sep 2024 10:04:50 +0200 Subject: [PATCH 14/17] change output loom name to fix the test --- tools/anndata/modify_loom.xml | 67 ++--------------------------------- 1 file changed, 3 insertions(+), 64 deletions(-) diff --git a/tools/anndata/modify_loom.xml b/tools/anndata/modify_loom.xml index 8e6a8e01bfb..0ce4da3ba35 100644 --- a/tools/anndata/modify_loom.xml +++ b/tools/anndata/modify_loom.xml @@ -1,5 +1,5 @@ - Manipulate, export loom files and import from anndata + Manipulate, export and import loom data macros.xml @@ -44,7 +44,7 @@ python '$__tool_directory__/tsv_to_loompy.py' #if $operation.to_perform == 'import' #if $operation.from.file_type == 'ad' adata = ad.read_h5ad('$operation.anndata') -adata.write_loom('output.loom') +adata.write_loom('converted.loom') #end if #end if ]]> @@ -54,7 +54,7 @@ adata.write_loom('output.loom') - + @@ -112,54 +112,6 @@ adata.write_loom('output.loom') - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - @@ -173,19 +125,6 @@ adata.write_loom('output.loom') - - - - - - - - - - - - - Date: Sat, 14 Sep 2024 10:12:32 +0200 Subject: [PATCH 15/17] re-add all the tests to modify_loom --- tools/anndata/modify_loom.xml | 61 +++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) diff --git a/tools/anndata/modify_loom.xml b/tools/anndata/modify_loom.xml index 0ce4da3ba35..9dfa70be3b8 100644 --- a/tools/anndata/modify_loom.xml +++ b/tools/anndata/modify_loom.xml @@ -112,6 +112,54 @@ adata.write_loom('converted.loom') + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -125,6 +173,19 @@ adata.write_loom('converted.loom') + + + + + + + + + + + + + Date: Sat, 14 Sep 2024 15:27:23 +0200 Subject: [PATCH 16/17] review suggestions --- tools/anndata/export.xml | 2 +- tools/anndata/import.xml | 14 +++++--------- tools/anndata/inspect.xml | 2 +- tools/anndata/macros.xml | 1 + tools/anndata/manipulate.xml | 2 +- tools/anndata/modify_loom.xml | 2 +- 6 files changed, 10 insertions(+), 13 deletions(-) diff --git a/tools/anndata/export.xml b/tools/anndata/export.xml index 9b2867b3a24..52d8896e572 100644 --- a/tools/anndata/export.xml +++ b/tools/anndata/export.xml @@ -1,4 +1,4 @@ - + matrix and annotations macros.xml diff --git a/tools/anndata/import.xml b/tools/anndata/import.xml index 4ca46275354..99ab2808a68 100644 --- a/tools/anndata/import.xml +++ b/tools/anndata/import.xml @@ -1,9 +1,9 @@ - + from different formats macros.xml - + @@ -39,10 +39,6 @@ #end if @CMD@ - -#if $in.adata_format == 'mtx' - && rm -rf mtx -#end if ]]> - + @@ -127,11 +123,11 @@ print(adata) - + - + diff --git a/tools/anndata/inspect.xml b/tools/anndata/inspect.xml index 92e8ce015ab..87fed9e8a35 100644 --- a/tools/anndata/inspect.xml +++ b/tools/anndata/inspect.xml @@ -1,4 +1,4 @@ - + object macros.xml diff --git a/tools/anndata/macros.xml b/tools/anndata/macros.xml index 84184809618..fdeef099049 100644 --- a/tools/anndata/macros.xml +++ b/tools/anndata/macros.xml @@ -1,6 +1,7 @@ 0.10.9 0 + 21.09 anndata diff --git a/tools/anndata/manipulate.xml b/tools/anndata/manipulate.xml index 2443d2cd1d0..0f8d9153018 100644 --- a/tools/anndata/manipulate.xml +++ b/tools/anndata/manipulate.xml @@ -1,4 +1,4 @@ - + object macros.xml diff --git a/tools/anndata/modify_loom.xml b/tools/anndata/modify_loom.xml index 9dfa70be3b8..ebe65d759e1 100644 --- a/tools/anndata/modify_loom.xml +++ b/tools/anndata/modify_loom.xml @@ -1,4 +1,4 @@ - + Manipulate, export and import loom data macros.xml From 953f226b94a8e0e648f95efc9bf99fc50257f21e Mon Sep 17 00:00:00 2001 From: Pavankumar Videm Date: Sat, 14 Sep 2024 20:21:48 +0200 Subject: [PATCH 17/17] fix the order of elements in collection --- tools/anndata/modify_loom.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tools/anndata/modify_loom.xml b/tools/anndata/modify_loom.xml index ebe65d759e1..96e654836d0 100644 --- a/tools/anndata/modify_loom.xml +++ b/tools/anndata/modify_loom.xml @@ -151,13 +151,13 @@ adata.write_loom('converted.loom') - + - +