Mercurial > repos > iuc > modify_loom

changeset 8:e4847e917c2b draft

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit 67b3808b56df343798263ff0c905df8cb789edfa
author iuc
date Sat, 14 Sep 2024 19:57:07 +0000
parents 7f63d3324a50
children 6e7355ea9228
files macros.xml modify_loom.xml test-data/addloomout1.loom test-data/addloomout2.loom test-data/addloomout3.loom test-data/converted.loom.test test-data/export.krumsiek11.X.tabular test-data/export.krumsiek11.loom test-data/export.krumsiek11.obs.tabular test-data/export.krumsiek11.obsm.tabular test-data/export.krumsiek11.var.tabular test-data/import.csv.h5ad test-data/import.loom.krumsiek11.h5ad test-data/import.mtx.legacy_10x.h5ad test-data/import.mtx.no_10x.h5ad test-data/import.mtx.v3_10x.h5ad test-data/import.tsv.h5ad test-data/import.umi_tools.h5ad test-data/inspect.X.tabular test-data/inspect.general.txt test-data/inspect.obs.tabular test-data/inspect.var.tabular test-data/krumsiek11.h5ad test-data/krumsiek11.loom test-data/manipulate.add_annotation_obs.h5ad test-data/manipulate.add_annotation_var.h5ad test-data/manipulate.concatenate.h5ad test-data/manipulate.filter_obs_key.h5ad test-data/manipulate.filter_var_index.h5ad test-data/manipulate.obs_names_make_unique.h5ad test-data/manipulate.rename_categories.h5ad test-data/manipulate.save_raw.h5ad test-data/manipulate.strings_to_categoricals.h5ad test-data/manipulate.transpose.h5ad test-data/manipulate.var_names_make_unique.h5ad test-data/obs_add_annotation.tabular test-data/pp.neighbors_umap_euclidean.recipe_weinreb17.paul15_subsample.h5ad test-data/pp.pca.krumsiek11.h5ad test-data/tl.diffmap.h5ad test-data/tl.draw_graph.h5ad test-data/tl.paga.neighbors_gauss_braycurtis.recipe_weinreb17.paul15_subsample.h5ad test-data/tl.rank_genes_groups.krumsiek11.h5ad test-data/tl.tsne.h5ad test-data/tl.umap.h5ad
diffstat 44 files changed, 180 insertions(+), 889 deletions(-) [+]
line wrap: on
line diff
--- a/macros.xml	Wed Jun 22 07:15:22 2022 +0000
+++ b/macros.xml	Sat Sep 14 19:57:07 2024 +0000
@@ -1,10 +1,11 @@
 <macros>
-    <token name="@TOOL_VERSION@">0.7.5</token>
-    <token name="@VERSION_SUFFIX@">1</token>
+    <token name="@TOOL_VERSION@">0.10.9</token>
+    <token name="@VERSION_SUFFIX@">0</token>
+    <token name="@PROFILE@">21.09</token>
     <xml name="requirements">
         <requirements>
             <requirement type="package" version="@TOOL_VERSION@">anndata</requirement>
-            <requirement type="package" version="2.0.17">loompy</requirement>
+            <requirement type="package" version="3.0.6">loompy</requirement>
             <yield />
         </requirements>
     </xml>
@@ -21,12 +22,6 @@
 python '$script_file'
     ]]>
     </token>
-    <token name="@LOOMCMD@"><![CDATA[
-mkdir ./output &&
-mkdir ./attributes &&
-python '$__tool_directory__/loompy_to_tsv.py' -f '${hd5_format.input}'
-    ]]>
-    </token>
     <token name="@CMD_imports@"><![CDATA[
 import anndata as ad
     ]]>
@@ -76,4 +71,11 @@
             </when>
         </conditional>
     </xml>
+    <xml name="sanitize_query" token_validinitial="string.printable">
+        <sanitizer>
+            <valid initial="@VALIDINITIAL@">
+                <remove value="&apos;" />
+            </valid>
+       </sanitizer>
+    </xml>
 </macros>
--- a/modify_loom.xml	Wed Jun 22 07:15:22 2022 +0000
+++ b/modify_loom.xml	Sat Sep 14 19:57:07 2024 +0000
@@ -1,62 +1,191 @@
-<tool id="modify_loom" name="Manipulate loom object" version="@TOOL_VERSION@+galaxy1">
-    <description>Add layers, or row/column attributes to a loom file</description>
+<tool id="modify_loom" name="Loom operations" version="@TOOL_VERSION@+galaxy@VERSION_SUFFIX@" profile="@PROFILE@">
+    <description>Manipulate, export and import loom data</description>
     <macros>
         <import>macros.xml</import>
     </macros>
-    <expand macro="requirements"/>
+    <expand macro="requirements">
+        <requirement type="package" version="1.26.4">numpy</requirement><!-- loompy seems to adapt to numpy 2.x. Remove this in the next update -->
+    </expand>
     <expand macro="version_command"/>
     <command detect_errors="exit_code"><![CDATA[
-cp '${input}' loom_add_out.loom &&
-python '$__tool_directory__/modify_loom.py' -f 'loom_add_out.loom'
-#if $which_add.add_type == "cols":
-    -a cols -c '${which_add.cols}'
-#else if $which_add.add_type == "cols":
-    -a rows -r '${which_add.rows}'
-#else if $which_add.add_type == "layers":
-    -a layers -l '${which_add.layers}'
+#if $operation.to_perform == 'manipulate'
+cp '${operation.loom}' converted.loom &&
+python '$__tool_directory__/modify_loom.py' -f 'converted.loom'
+    #if $operation.which_add.add_type == "cols":
+    -a cols -c '${operation.which_add.cols}'
+    #else if $operation.which_add.add_type == "rows":
+    -a rows -r '${operation.which_add.rows}'
+    #else if $operation.which_add.add_type == "layers":
+    -a layers -l '${operation.which_add.layers}'
+    #end if
+
+#else if $operation.to_perform == 'export'
+mkdir ./output &&
+mkdir ./attributes &&
+python '$__tool_directory__/loompy_to_tsv.py' -f '$operation.loom'
+
+#else if $operation.to_perform == 'import'
+    #if $operation.from.file_type == 'ad'
+@CMD@
+    #else if $operation.from.file_type == 'tab'
+python '$__tool_directory__/tsv_to_loompy.py'
+    -c '${operation.coldata}'
+    -r '${operation.rowdata}'
+    -f '${operation.mainmatrix}'
+        #if $operation.other_files
+    '${operation.other_files}'
+        #end if
+    #end if
 #end if
       ]]></command>
+    <configfiles>
+    <configfile name="script_file"><![CDATA[
+@CMD_imports@
+#if $operation.to_perform == 'import'
+    #if $operation.from.file_type == 'ad'
+adata = ad.read_h5ad('$operation.anndata')
+adata.write_loom('converted.loom')
+    #end if
+#end if
+      ]]></configfile>
+    </configfiles>
     <inputs>
-        <param name="input" type="data" format="loom" label="Loom file"/>
-        <conditional name="which_add">
-            <param name="add_type" type="select" label="Select data attribute to add to loom">
-                <option value="cols">Columns</option>
-                <option value="rows">Rows</option>
-                <option value="layers">Layers</option>
+        <conditional name="operation">
+            <param name="to_perform" type="select" label="Operation to perform on loom data">
+                <option value="manipulate">Manipulate loom data</option>
+                <option value="export">Export loom layers and attributes</option>
+                <option value="import">Import loom from an anndata or tabular files</option>
             </param>
-            <when value="cols">
-                <param name="cols" type="data" format="tabular" label="Column file of same dimensions as existing file"/>
+            <when value="manipulate">
+                <param name="loom" type="data" format="loom" label="Loom file"/>
+                <conditional name="which_add">
+                    <param name="add_type" type="select" label="Select data attribute to add to loom">
+                        <option value="cols">Columns</option>
+                        <option value="rows">Rows</option>
+                        <option value="layers">Layers</option>
+                    </param>
+                    <when value="cols">
+                        <param name="cols" type="data" format="tabular" label="Column file of same dimensions as existing file"/>
+                    </when>
+                    <when value="rows">
+                        <param name="rows" type="data" format="tabular" label="Row file of same dimensions as existing file"/>
+                    </when>
+                    <when value="layers">
+                        <param name="layers" type="data" multiple="true" format="tabular" label="Layer file(s) of same dimensions as existing file"/>
+                    </when>
+                </conditional>
             </when>
-            <when value="rows">
-                <param name="rows" type="data" format="tabular" label="Row file of same dimensions as existing file"/>
+            <when value="export">
+                <param name="loom" type="data" format="loom" label="Loom file"/>
             </when>
-            <when value="layers">
-                <param name="layers" type="data" multiple="true" format="tabular" label="Layer file(s) of same dimensions as existing file"/>
+            <when value="import">
+                <conditional name="from">
+                    <param name="file_type" type="select" label="Create loom file from">
+                        <option value="ad">an anndata object</option>
+                        <option value="tab">from tabular files of matrix and row and column attributes</option>
+                    </param>
+                    <when value="ad">
+                        <param name="anndata" type="data" format="h5ad" label="Anndata file"/>
+                    </when>
+                    <when value="tab">
+                        <param name="mainmatrix" type="data" format="tabular" label="File for main layer of loom file." help="All subsequent tsv must be the same dimensions as this file. When converted back to tsv using hd5 export, this will be labeled as 'mainmatrix.tsv'"/>
+                        <param name="other_files" type="data" format="tabular" multiple="true" optional="true" label="Add layers" help="Adds layers of same dimension to the loom file. When converted to tsv using hd5 export, these layers will retain their names."/>
+                        <param name="coldata" type="data" format="tabular" label="Tsv of column data." help="First row is column attributes, subsequent are values."/>
+                        <param name="rowdata" type="data" format="tabular" label="Tsv of row data." help="First row is row attributes, subsequent are values."/>
+                    </when>
+                </conditional>
+
             </when>
         </conditional>
     </inputs>
     <outputs>
-        <data name="loomout" format="loom" from_work_dir='loom_add_out.loom' label="Expanded loom file from '${on_string}'"/>
+        <data name="loomout" format="loom" from_work_dir='converted.loom' label="${tool.name} (${operation.to_perform}) on ${on_string} Loom file">
+            <filter>operation['to_perform'] == 'manipulate' or operation['to_perform'] == 'import'</filter>
+        </data>
+        <collection name="layer_tsvs" type="list" label="Layer matrices" >
+            <filter>operation['to_perform'] == 'export'</filter>
+            <discover_datasets pattern="__designation__" format="tabular" directory="output" visible="false" />
+        </collection>
+        <collection name="attribute_tsvs" type="list" label="Attribute matrices" >
+            <filter>operation['to_perform'] == 'export'</filter>
+            <discover_datasets pattern="__designation__" format="tabular" directory="attributes" visible="false" />
+        </collection>
     </outputs>
     <tests>
         <test expect_num_outputs="1">
-            <param name="input" value="addtest.loom"/>
-            <param name="add_type" value="cols"/>
-            <param name="cols" value="cols.tsv"/>
+            <conditional name="operation">
+                <param name="to_perform" value="manipulate"/>
+                <param name="loom" value="addtest.loom"/>
+                <conditional name="which_add">
+                    <param name="add_type" value="cols"/>
+                    <param name="cols" value="cols.tsv"/>
+                </conditional>
+            </conditional>
             <output name="loomout" value="addloomout1.loom" ftype="loom" compare="sim_size"/>
         </test>
         <test expect_num_outputs="1">
-            <param name="input" value="addtest.loom"/>
-            <param name="add_type" value="rows"/>
-            <param name="rows" value="rows.tsv"/>
+            <conditional name="operation">
+                <param name="to_perform" value="manipulate"/>
+                <param name="loom" value="addtest.loom"/>
+                <conditional name="which_add">
+                    <param name="add_type" value="rows"/>
+                    <param name="rows" value="rows.tsv"/>
+                </conditional>
+            </conditional>
             <output name="loomout" value="addloomout2.loom" ftype="loom" compare="sim_size"/>
         </test>
         <test expect_num_outputs="1">
-            <param name="input" value="addtest.loom"/>
-            <param name="add_type" value="layers"/>
-            <param name="layers" value="addlayer1.tsv"/>
+            <conditional name="operation">
+                <param name="to_perform" value="manipulate"/>
+                <param name="loom" value="addtest.loom"/>
+                <conditional name="which_add">
+                    <param name="add_type" value="layers"/>
+                    <param name="layers" value="addlayer1.tsv"/>
+                </conditional>
+            </conditional>
             <output name="loomout" value="addloomout3.loom" ftype="loom" compare="sim_size"/>
         </test>
+        <test expect_num_outputs="2">
+            <conditional name="operation">
+                <param name="to_perform" value="export"/>
+                <param name="loom" value="loomtest.loom"/>
+            </conditional>
+            <output_collection name="layer_tsvs" type="list">
+                <element name="extralayer.tsv" value="secondlayer.tsv" ftype="tabular"/>
+                <element name="mainmatrix.tsv" value="firstlayer.tsv" ftype="tabular"/>
+                <element name="thirdlayer.tsv" value="finallayer.tsv" ftype="tabular"/>
+            </output_collection>
+            <output_collection name="attribute_tsvs" type="list">
+                <element name="col_attr.tsv" value="cols.tsv" ftype="tabular"/>
+                <element name="row_attr.tsv" value="rows.tsv" ftype="tabular"/>
+            </output_collection>
+        </test>
+        <test expect_num_outputs="1">
+            <conditional name="operation">
+                <param name="to_perform" value="import"/>
+                <conditional name="from">
+                    <param name="file_type" value="ad"/>
+                    <param name="anndata" value="krumsiek11.h5ad"/>
+                </conditional>
+            </conditional>
+            <assert_stdout>
+                <has_text_matching expression="adata.write_loom"/>
+            </assert_stdout>
+            <output name="loomout" value="export.krumsiek11.loom" ftype="loom" compare="sim_size"/>
+        </test>
+        <test expect_num_outputs="1">
+            <conditional name="operation">
+                <param name="to_perform" value="import"/>
+                <conditional name="from">
+                    <param name="file_type" value="tab"/>
+                    <param name="mainmatrix" value="firstlayer.tsv"/>
+                    <param name="other_files" value="secondlayer.tsv"/>
+                    <param name="coldata" value="cols.tsv"/>
+                    <param name="rowdata" value="rows.tsv"/>
+                </conditional>
+            </conditional>
+            <output name="loomout" value="converted.loom.test" ftype="loom" compare="sim_size"/>
+        </test>
     </tests>
     <help><![CDATA[
 This tool allows the user to modify an existing loom data file by adding column attributes, row attributes or additional layers via tsv files.
Binary file test-data/addloomout1.loom has changed
Binary file test-data/addloomout2.loom has changed
Binary file test-data/addloomout3.loom has changed
Binary file test-data/converted.loom.test has changed
--- a/test-data/export.krumsiek11.X.tabular	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/export.krumsiek11.X.tabular	Sat Sep 14 19:57:07 2024 +0000
@@ -498,143 +498,3 @@
 0.1857	0.0587	-0.0003	0.0087	0.0084	0.0221	0.9613	0.2272	0.1058	0.0298	0.276
 0.177	0.0645	0.0011	0.009	0.006	0.0222	0.9653	0.2208	0.1063	0.0291	0.2785
 0.1664	0.0673	0.002	0.0078	0.0094	0.0278	0.9689	0.2125	0.1041	0.0294	0.2794
-0.159	0.0738	0.0015	0.0092	0.0068	0.0289	0.97	0.2054	0.1042	0.0299	0.2807
-0.1509	0.0722	0.002	0.0078	0.0038	0.0353	0.9718	0.2007	0.0995	0.0284	0.2862
-0.1492	0.0714	0.0025	0.014	0.0066	0.0381	0.972	0.1993	0.0989	0.0286	0.2911
-0.1445	0.0706	0.0049	0.0148	0.0107	0.0411	0.9767	0.1999	0.0957	0.0306	0.293
-0.1402	0.073	0.0063	0.0143	0.0122	0.0407	0.9761	0.2024	0.0999	0.0315	0.2912
-0.1389	0.0725	0.0069	0.0163	0.014	0.0406	0.9781	0.206	0.0972	0.0301	0.2917
-0.1364	0.0761	0.0068	0.013	0.0147	0.0441	0.975	0.2033	0.0948	0.0285	0.2932
-0.1363	0.0786	0.0082	0.0151	0.0153	0.0463	0.9812	0.2048	0.0921	0.0291	0.2963
-0.1339	0.0796	0.0069	0.0145	0.0171	0.0539	0.984	0.2069	0.0884	0.031	0.2958
-0.1305	0.0847	0.0085	0.0156	0.015	0.0565	0.9853	0.2108	0.0883	0.0348	0.2913
-0.1276	0.0846	0.0087	0.0156	0.0124	0.0569	0.9906	0.2103	0.0888	0.0282	0.2906
-0.1238	0.0827	0.008	0.0176	0.0158	0.0603	0.9893	0.213	0.0886	0.0267	0.2899
-0.121	0.077	0.01	0.0174	0.0171	0.0605	0.9918	0.2194	0.0885	0.029	0.2966
-0.1187	0.0773	0.0107	0.0185	0.0164	0.0598	0.9913	0.2219	0.0878	0.0299	0.2996
-0.1158	0.0758	0.0095	0.0171	0.014	0.0573	0.9951	0.2252	0.0877	0.0324	0.3007
-0.1131	0.0785	0.0121	0.0212	0.0153	0.0587	0.9946	0.2275	0.0886	0.0303	0.3019
-0.1122	0.0777	0.0109	0.0218	0.0127	0.0596	0.9941	0.2355	0.0893	0.0283	0.3032
-0.1072	0.0748	0.0119	0.023	0.0139	0.0585	0.9989	0.241	0.091	0.0281	0.3086
-0.1028	0.0746	0.0094	0.0226	0.0179	0.06	1.0018	0.2489	0.0894	0.028	0.3093
-0.099	0.0747	0.0085	0.0216	0.0202	0.0572	1.0025	0.2566	0.0881	0.0277	0.3119
-0.0972	0.072	0.0094	0.0201	0.0221	0.0575	1.0	0.2602	0.0866	0.0225	0.3188
-0.091	0.0694	0.0116	0.0167	0.0212	0.059	0.9977	0.2646	0.0859	0.0206	0.335
-0.0881	0.0635	0.0127	0.0144	0.0243	0.0575	0.9993	0.2765	0.0842	0.0192	0.347
-0.0777	0.0648	0.0107	0.0142	0.0227	0.0554	1.0009	0.2916	0.0783	0.0182	0.3636
-0.0751	0.0614	0.0109	0.014	0.0234	0.0511	0.9961	0.3049	0.073	0.0199	0.3763
-0.0672	0.0573	0.0062	0.0126	0.0243	0.0472	0.9971	0.3239	0.0715	0.0206	0.387
-0.0605	0.0557	0.0099	0.012	0.0209	0.0449	0.999	0.3487	0.0693	0.0166	0.3983
-0.0558	0.0487	0.007	0.0078	0.0213	0.0421	1.0022	0.3729	0.0685	0.0143	0.4193
-0.0541	0.0413	0.0061	0.0081	0.0214	0.0373	1.0017	0.398	0.0627	0.015	0.4442
-0.0473	0.0383	0.0069	0.0082	0.0187	0.0349	1.0021	0.4264	0.0628	0.0124	0.4633
-0.0406	0.0333	0.0086	0.0041	0.0166	0.0321	1.0035	0.456	0.0572	0.0091	0.4903
-0.0375	0.0293	0.0067	0.0051	0.0111	0.0277	1.0031	0.4869	0.0538	0.0077	0.5204
-0.0345	0.026	0.0056	0.0032	0.0092	0.0229	1.0014	0.5207	0.0548	0.0092	0.5525
-0.0355	0.0241	0.0018	0.0041	0.0093	0.0204	0.9994	0.549	0.052	0.0077	0.5806
-0.0338	0.0206	0.0042	0.001	0.0103	0.0208	0.9973	0.5815	0.0465	0.0034	0.6118
-0.0295	0.0149	0.0014	0.0002	0.0086	0.0173	0.9992	0.612	0.0456	0.0037	0.6484
-0.0271	0.0161	-0.0009	0.0042	0.0087	0.0183	0.9966	0.6404	0.0462	0.0017	0.6776
-0.0234	0.0168	-0.0031	0.0043	0.0105	0.0146	0.9972	0.6661	0.0422	0.0024	0.7058
-0.0197	0.0159	-0.0013	0.0039	0.0117	0.0134	0.9977	0.6918	0.0429	0.0049	0.7283
-0.019	0.0129	-0.0024	0.0057	0.0121	0.0116	0.998	0.7171	0.0406	0.0068	0.7472
-0.0188	0.0127	-0.0019	0.0055	0.0136	0.0106	0.9989	0.741	0.041	0.0035	0.7613
-0.0136	0.0091	-0.0	0.0055	0.011	0.0114	1.0007	0.7634	0.0377	0.003	0.7768
-0.013	0.0047	0.0062	0.0049	0.0092	0.0106	1.004	0.7838	0.036	0.0054	0.7941
-0.0121	0.0046	0.0084	0.0015	0.0085	0.0119	1.0038	0.8002	0.0354	0.0076	0.8068
-0.0067	0.003	0.0063	0.0018	0.0057	0.0093	1.0053	0.815	0.0358	0.0093	0.8085
-0.0036	0.004	0.0098	0.0048	0.0029	0.0103	1.0043	0.8335	0.0347	0.0092	0.8087
-0.0022	0.0014	0.0081	0.0054	0.0016	0.007	1.0051	0.845	0.0368	0.0106	0.8054
-0.0035	0.0008	0.0072	0.0045	-0.0017	0.0118	1.0106	0.8645	0.0355	0.0123	0.797
-0.0019	-0.0007	0.0076	0.0025	-0.0015	0.0157	1.0082	0.8786	0.0353	0.0115	0.79
--0.0005	0.0007	0.0056	0.0028	-0.0028	0.0182	1.0054	0.8891	0.0327	0.0156	0.7795
-1e-04	0.0043	0.004	0.0038	-0.0027	0.0153	1.0046	0.9017	0.0336	0.0166	0.7638
-0.001	0.0058	0.005	0.0017	0.0019	0.0136	1.0057	0.9121	0.0304	0.0145	0.7487
--0.0005	0.0014	0.0029	0.0017	0.0003	0.0109	1.0029	0.9236	0.0279	0.0121	0.7384
--0.0007	0.0043	-0.0017	0.001	0.0004	0.0126	1.0038	0.9318	0.0295	0.0122	0.7401
-0.0017	0.0049	-0.0038	0.002	-0.0004	0.0123	1.006	0.9391	0.031	0.0104	0.742
-0.002	0.0058	-0.0027	0.0012	-0.0029	0.0137	1.0065	0.944	0.0288	0.0112	0.746
-0.0056	0.006	-0.0008	-0.0	-0.0048	0.0128	1.0063	0.9488	0.0278	0.0064	0.7508
-0.001	0.0034	0.0003	-0.0009	-0.0041	0.0157	1.005	0.9543	0.0263	0.0042	0.767
--0.0035	0.0037	-0.0005	-0.0013	-0.0014	0.0136	1.0037	0.9554	0.0244	0.003	0.7852
--0.0036	0.0011	-0.0017	0.0015	-0.0033	0.0083	1.0048	0.9596	0.0232	0.0023	0.8049
--0.0045	0.0013	-0.0018	0.0058	-0.0019	0.0051	1.0035	0.9609	0.0182	0.0031	0.8223
--0.0054	0.0006	0.0006	0.0042	0.0025	0.0081	1.0022	0.9671	0.0173	0.0013	0.8407
--0.0044	-0.0017	0.0009	0.0039	0.002	0.0053	1.0022	0.9687	0.0191	0.0033	0.854
--0.0062	-0.0005	0.0028	0.0042	-1e-04	0.0053	1.0035	0.9725	0.0186	0.0011	0.8643
--0.0032	-0.0016	0.0028	0.0041	-0.003	0.0062	1.0058	0.9703	0.0221	0.0036	0.8738
--0.0008	-0.0045	0.0032	0.0015	-0.0052	0.0076	1.0098	0.9704	0.02	0.0038	0.8789
--0.0009	-0.0052	0.0032	0.003	-0.0049	0.0053	1.0059	0.9697	0.0174	0.0017	0.8827
--0.0004	-0.0044	0.001	0.0014	-0.0041	0.0082	1.0084	0.9742	0.0192	0.0018	0.8915
-0.0004	-0.0036	-0.0013	-0.0013	-0.0069	0.0088	1.0077	0.9741	0.0203	-0.002	0.9007
-0.0016	-0.0057	-0.0028	-0.0019	-0.0092	0.0088	1.0056	0.9772	0.0227	-0.0029	0.9079
-0.0043	-0.0044	-0.0029	-0.0042	-0.011	0.0089	1.0077	0.9774	0.0187	-0.0027	0.9122
-0.0029	-0.0048	-0.0007	-0.0074	-0.0067	0.0103	1.0058	0.9793	0.0164	-1e-04	0.919
-0.0046	-0.0024	0.0024	-0.0066	-0.0074	0.0084	1.0077	0.978	0.0156	0.0033	0.9253
-0.0057	0.0025	0.006	-0.0083	-0.0069	0.0096	1.0043	0.9815	0.0139	-0.0	0.9315
-0.0058	-0.0008	0.0053	-0.0048	-0.0079	0.0051	1.0027	0.9819	0.0128	-0.0021	0.9381
-0.0049	1e-04	0.0076	-0.0053	-0.0099	0.003	1.004	0.9834	0.0174	0.0006	0.9442
-0.0026	0.0016	0.0087	-0.0013	-0.0097	-0.0002	1.001	0.9825	0.0152	-0.0037	0.9445
-0.001	-0.0015	0.0051	-0.0056	-0.0109	-1e-04	0.9991	0.9858	0.0147	1e-04	0.9469
-0.0017	-0.0009	0.0059	-0.0041	-0.0127	0.0027	1.0012	0.9888	0.0157	0.0004	0.9482
-0.0033	0.0025	0.0038	-0.0023	-0.0113	0.0005	0.9991	0.9893	0.0158	-0.0009	0.9526
-0.0022	-0.0025	0.0025	-0.0013	-0.0115	-0.0025	1.0013	0.9851	0.0158	-0.0003	0.9539
-0.0027	-0.0007	0.0033	-0.0021	-0.0107	-0.0073	0.9994	0.9876	0.0167	0.004	0.9537
-0.001	-0.002	0.0027	-0.0006	-0.0094	-0.0082	0.9983	0.9895	0.0161	0.0061	0.9528
--0.0018	0.0012	0.0018	0.001	-0.0121	-0.0074	0.9983	0.9941	0.0151	0.0051	0.9486
--0.0016	-0.0011	0.0026	-0.0014	-0.0084	-0.0067	1.002	0.9956	0.0121	0.0063	0.9434
--0.0007	-0.0027	-0.0022	-0.0006	-0.0084	-0.005	1.0045	1.0011	0.0128	0.0055	0.9396
--0.0002	-0.003	-0.0008	-0.0023	-0.0017	-0.0051	1.0037	1.0037	0.0119	0.0047	0.9403
--0.0	-0.0031	-0.0037	-0.0025	-0.0061	-0.0018	1.0033	1.0054	0.0141	0.0054	0.9383
-0.001	-0.006	-0.0048	-0.0004	-0.0048	-0.0024	1.0029	1.0067	0.0164	0.007	0.9398
-0.001	-0.005	-0.0075	-0.0036	-0.0073	0.0003	1.001	1.0062	0.0178	0.005	0.9357
-0.0013	-0.0048	-0.0074	-0.0052	-0.0027	-0.0005	0.9988	1.0052	0.016	0.005	0.9303
-0.0031	-0.0044	-0.0053	0.0004	-0.002	0.0006	0.999	1.0037	0.017	0.006	0.9304
-0.004	-0.0049	-0.0044	0.002	-0.0009	-0.0012	1.001	1.0015	0.0203	0.0063	0.9264
-0.0024	-0.0035	-0.0028	0.0016	-0.0004	-0.0013	1.0027	1.0006	0.0214	0.0027	0.9278
-0.0036	-0.0006	-0.0018	0.0002	-0.001	0.0011	1.0038	1.0032	0.0185	0.0014	0.9326
-0.0036	-0.0017	-0.0026	0.0049	-0.0051	0.0024	1.0048	1.0039	0.0179	-0.0011	0.9367
-0.0036	-0.0032	-0.0034	0.0032	-0.0023	0.0036	1.0062	1.0058	0.0195	-0.0015	0.9401
-0.0018	-0.0049	1e-04	0.001	0.0	0.0044	1.0066	1.0055	0.0204	-0.0021	0.9432
--0.0	-0.0055	-0.0014	-0.0013	-0.0025	0.002	1.0021	1.0051	0.0189	-0.0044	0.9453
--0.0035	-0.004	-0.0032	-0.0007	-0.0018	-0.0	1.0024	1.0047	0.0187	-0.0066	0.9389
--0.0071	-0.0056	-0.0025	0.0002	-0.002	-0.004	1.0032	1.0047	0.0155	-0.0102	0.9278
--0.0053	-0.0073	-0.0031	0.0033	0.0006	-0.0011	1.0012	1.0025	0.0137	-0.0045	0.9215
--0.001	-0.0068	-0.0031	0.0045	-0.0015	-0.0032	0.9998	1.0044	0.0113	-0.0052	0.9236
--0.0017	-0.0023	-0.0046	0.0052	0.0033	-0.0023	0.9987	1.0078	0.0105	-0.007	0.9217
--0.0025	0.0006	-1e-04	0.0069	0.0048	-0.0008	0.9951	1.005	0.0144	-0.0072	0.9174
--0.0014	0.0029	-0.0026	0.0083	0.003	0.0	0.9967	1.0052	0.013	-0.0051	0.9144
-1e-04	0.0038	-0.0015	0.0065	0.0026	0.0015	0.9945	1.0036	0.0144	-0.003	0.9207
-0.0019	0.002	0.0014	0.0059	0.0048	0.0008	0.9966	1.007	0.0151	-0.0008	0.9236
-0.0013	0.0018	-0.0016	0.0077	0.0045	-0.0	0.9966	1.0074	0.0135	-0.0022	0.9318
-0.0014	-0.0	-0.0017	0.006	0.0053	0.0002	0.989	1.0061	0.014	-0.0034	0.9351
-0.0012	0.0023	0.0008	0.0046	0.0053	0.0032	0.9867	1.0054	0.0131	-0.0067	0.938
-0.0045	0.0011	0.0021	0.0024	0.007	0.0006	0.9872	1.004	0.0125	-0.0076	0.9325
-0.0077	0.0017	0.0034	0.0055	0.0049	-0.001	0.9914	1.0053	0.0113	-0.0099	0.92
-0.0061	-0.0006	0.0036	0.0096	0.0063	-0.0023	0.9914	1.0067	0.0126	-0.0062	0.9187
-0.0046	-0.0029	0.0047	0.0083	0.0047	-0.0058	0.9915	1.0034	0.0144	-0.0047	0.9198
-0.0025	-0.002	0.0026	0.0064	0.0047	-0.0078	0.9926	1.003	0.0153	-0.0054	0.9198
--0.0023	-0.0027	0.0013	0.0059	0.0014	-0.0077	0.9938	1.0012	0.0143	-0.0046	0.9246
-0.0004	-0.0045	0.0011	0.0046	0.0035	-0.0082	0.9927	1.0007	0.0133	-0.0049	0.9222
--0.0006	-0.0044	0.001	0.0071	0.0049	-0.0112	0.9953	1.0034	0.0123	-0.0061	0.9246
--0.0025	-0.0051	-0.0003	0.0076	0.003	-0.0067	0.9932	1.0029	0.014	-0.0055	0.9267
--0.0038	-0.0068	0.0007	0.0066	-0.0003	-0.0066	0.9921	1.0051	0.013	-0.0046	0.9243
--0.0023	-0.0119	0.0046	0.0063	0.0037	-0.0059	0.9913	1.004	0.0146	-0.0022	0.9326
--0.0034	-0.0117	0.002	0.0028	0.003	-0.0026	0.9923	1.0021	0.0158	-0.0021	0.9364
--0.0047	-0.0134	0.0031	0.0018	0.0046	-0.0006	0.9908	0.9996	0.0136	-0.0015	0.9376
--0.0035	-0.0163	0.0017	0.0016	0.0035	-0.0008	0.9938	0.9976	0.013	0.0009	0.9446
--0.002	-0.0149	-0.0009	0.0021	0.0013	-0.0018	0.9938	0.9941	0.015	-0.0055	0.9497
--0.0036	-0.0151	0.0024	-0.0013	0.0012	0.0004	0.9976	0.9917	0.0123	-0.0032	0.9441
--0.0032	-0.0116	0.001	0.0008	-0.0024	0.0006	1.001	0.9934	0.0108	-0.0065	0.9492
--0.0023	-0.0083	0.0027	0.0005	0.0006	-0.0014	1.0014	0.9927	0.0136	-0.0067	0.94
--0.001	-0.006	0.0022	0.0034	-0.0011	-0.0018	0.9997	0.9933	0.0132	-0.0049	0.9404
--0.0024	-0.0073	-0.0011	0.0036	-0.0024	-0.0008	0.9975	0.9958	0.0165	-0.0064	0.9398
-0.0007	-0.0051	0.0008	0.0036	-0.003	-0.0012	1.0006	0.9932	0.0161	-0.0076	0.9372
--0.0008	-0.0076	0.0025	0.0028	-0.0048	-0.0003	1.0016	0.992	0.015	-0.0095	0.9325
--0.0029	-0.0045	0.0027	0.0051	-0.0046	-0.0039	0.9989	0.9913	0.0177	-0.0087	0.9232
-0.0002	-0.002	0.0061	0.0048	-0.0043	-0.0016	0.9989	0.9911	0.0152	-0.0072	0.916
--0.001	-0.002	0.0015	0.0029	-0.0055	-0.0004	0.999	0.9915	0.0107	-0.0076	0.9119
-0.0028	-0.003	0.0009	0.0049	-0.0073	0.002	1.0	0.9946	0.0127	-0.0082	0.9095
-0.003	-0.0035	0.0008	0.0052	-0.0066	1e-04	1.0014	0.9977	0.0125	-0.0046	0.9069
-0.0063	-0.0023	-0.0005	0.0081	-0.0046	-0.0006	0.9983	0.997	0.0109	-0.003	0.9118
-0.0049	0.0002	-0.0013	0.0054	-0.0036	0.0009	1.0011	0.9967	0.0066	-0.0033	0.9177
Binary file test-data/export.krumsiek11.loom has changed
--- a/test-data/export.krumsiek11.obs.tabular	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/export.krumsiek11.obs.tabular	Sat Sep 14 19:57:07 2024 +0000
@@ -1,4 +1,4 @@
-index	cell_type
+	cell_type
 0	progenitor
 1	progenitor
 2	progenitor
@@ -499,143 +499,3 @@
 17	progenitor
 18	progenitor
 19	progenitor
-20	progenitor
-21	progenitor
-22	progenitor
-23	progenitor
-24	progenitor
-25	progenitor
-26	progenitor
-27	progenitor
-28	progenitor
-29	progenitor
-30	progenitor
-31	progenitor
-32	progenitor
-33	progenitor
-34	progenitor
-35	progenitor
-36	progenitor
-37	progenitor
-38	progenitor
-39	progenitor
-40	progenitor
-41	progenitor
-42	progenitor
-43	progenitor
-44	progenitor
-45	progenitor
-46	progenitor
-47	progenitor
-48	progenitor
-49	progenitor
-50	progenitor
-51	progenitor
-52	progenitor
-53	progenitor
-54	progenitor
-55	progenitor
-56	progenitor
-57	progenitor
-58	progenitor
-59	progenitor
-60	progenitor
-61	progenitor
-62	progenitor
-63	progenitor
-64	progenitor
-65	progenitor
-66	progenitor
-67	progenitor
-68	progenitor
-69	progenitor
-70	progenitor
-71	progenitor
-72	progenitor
-73	progenitor
-74	progenitor
-75	progenitor
-76	progenitor
-77	progenitor
-78	progenitor
-79	progenitor
-80	Neu
-81	Neu
-82	Neu
-83	Neu
-84	Neu
-85	Neu
-86	Neu
-87	Neu
-88	Neu
-89	Neu
-90	Neu
-91	Neu
-92	Neu
-93	Neu
-94	Neu
-95	Neu
-96	Neu
-97	Neu
-98	Neu
-99	Neu
-100	Neu
-101	Neu
-102	Neu
-103	Neu
-104	Neu
-105	Neu
-106	Neu
-107	Neu
-108	Neu
-109	Neu
-110	Neu
-111	Neu
-112	Neu
-113	Neu
-114	Neu
-115	Neu
-116	Neu
-117	Neu
-118	Neu
-119	Neu
-120	Neu
-121	Neu
-122	Neu
-123	Neu
-124	Neu
-125	Neu
-126	Neu
-127	Neu
-128	Neu
-129	Neu
-130	Neu
-131	Neu
-132	Neu
-133	Neu
-134	Neu
-135	Neu
-136	Neu
-137	Neu
-138	Neu
-139	Neu
-140	Neu
-141	Neu
-142	Neu
-143	Neu
-144	Neu
-145	Neu
-146	Neu
-147	Neu
-148	Neu
-149	Neu
-150	Neu
-151	Neu
-152	Neu
-153	Neu
-154	Neu
-155	Neu
-156	Neu
-157	Neu
-158	Neu
-159	Neu
--- a/test-data/export.krumsiek11.obsm.tabular	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/export.krumsiek11.obsm.tabular	Sat Sep 14 19:57:07 2024 +0000
@@ -499,143 +499,3 @@
 
 
 
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
--- a/test-data/export.krumsiek11.var.tabular	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/export.krumsiek11.var.tabular	Sat Sep 14 19:57:07 2024 +0000
@@ -1,4 +1,4 @@
-index
+""
 Gata2
 Gata1
 Fog1
Binary file test-data/import.csv.h5ad has changed
Binary file test-data/import.loom.krumsiek11.h5ad has changed
Binary file test-data/import.mtx.legacy_10x.h5ad has changed
Binary file test-data/import.mtx.no_10x.h5ad has changed
Binary file test-data/import.mtx.v3_10x.h5ad has changed
Binary file test-data/import.tsv.h5ad has changed
Binary file test-data/import.umi_tools.h5ad has changed
--- a/test-data/inspect.X.tabular	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/inspect.X.tabular	Sat Sep 14 19:57:07 2024 +0000
@@ -1,4 +1,4 @@
-index	Gata2	Gata1	Fog1	EKLF	Fli1	SCL	Cebpa	Pu.1	cJun	EgrNab	Gfi1
+	Gata2	Gata1	Fog1	EKLF	Fli1	SCL	Cebpa	Pu.1	cJun	EgrNab	Gfi1
 0	0.8032	-0.0005	-1e-04	0.0003	0.0013	0.0011	0.7997	0.8017	0.0006	0.0009	0.0002
 1	0.7239	0.0016	-0.0003	-0.001	0.0011	0.0022	0.8195	0.7256	0.0784	0.0077	0.0941
 2	0.6578	0.0013	-0.001	-0.0027	0.0025	0.0011	0.8358	0.6624	0.1105	0.0239	0.1497
@@ -499,143 +499,3 @@
 17	0.1857	0.0587	-0.0003	0.0087	0.0084	0.0221	0.9613	0.2272	0.1058	0.0298	0.276
 18	0.177	0.0645	0.0011	0.009	0.006	0.0222	0.9653	0.2208	0.1063	0.0291	0.2785
 19	0.1664	0.0673	0.002	0.0078	0.0094	0.0278	0.9689	0.2125	0.1041	0.0294	0.2794
-20	0.159	0.0738	0.0015	0.0092	0.0068	0.0289	0.97	0.2054	0.1042	0.0299	0.2807
-21	0.1509	0.0722	0.002	0.0078	0.0038	0.0353	0.9718	0.2007	0.0995	0.0284	0.2862
-22	0.1492	0.0714	0.0025	0.014	0.0066	0.0381	0.972	0.1993	0.0989	0.0286	0.2911
-23	0.1445	0.0706	0.0049	0.0148	0.0107	0.0411	0.9767	0.1999	0.0957	0.0306	0.293
-24	0.1402	0.073	0.0063	0.0143	0.0122	0.0407	0.9761	0.2024	0.0999	0.0315	0.2912
-25	0.1389	0.0725	0.0069	0.0163	0.014	0.0406	0.9781	0.206	0.0972	0.0301	0.2917
-26	0.1364	0.0761	0.0068	0.013	0.0147	0.0441	0.975	0.2033	0.0948	0.0285	0.2932
-27	0.1363	0.0786	0.0082	0.0151	0.0153	0.0463	0.9812	0.2048	0.0921	0.0291	0.2963
-28	0.1339	0.0796	0.0069	0.0145	0.0171	0.0539	0.984	0.2069	0.0884	0.031	0.2958
-29	0.1305	0.0847	0.0085	0.0156	0.015	0.0565	0.9853	0.2108	0.0883	0.0348	0.2913
-30	0.1276	0.0846	0.0087	0.0156	0.0124	0.0569	0.9906	0.2103	0.0888	0.0282	0.2906
-31	0.1238	0.0827	0.008	0.0176	0.0158	0.0603	0.9893	0.213	0.0886	0.0267	0.2899
-32	0.121	0.077	0.01	0.0174	0.0171	0.0605	0.9918	0.2194	0.0885	0.029	0.2966
-33	0.1187	0.0773	0.0107	0.0185	0.0164	0.0598	0.9913	0.2219	0.0878	0.0299	0.2996
-34	0.1158	0.0758	0.0095	0.0171	0.014	0.0573	0.9951	0.2252	0.0877	0.0324	0.3007
-35	0.1131	0.0785	0.0121	0.0212	0.0153	0.0587	0.9946	0.2275	0.0886	0.0303	0.3019
-36	0.1122	0.0777	0.0109	0.0218	0.0127	0.0596	0.9941	0.2355	0.0893	0.0283	0.3032
-37	0.1072	0.0748	0.0119	0.023	0.0139	0.0585	0.9989	0.241	0.091	0.0281	0.3086
-38	0.1028	0.0746	0.0094	0.0226	0.0179	0.06	1.0018	0.2489	0.0894	0.028	0.3093
-39	0.099	0.0747	0.0085	0.0216	0.0202	0.0572	1.0025	0.2566	0.0881	0.0277	0.3119
-40	0.0972	0.072	0.0094	0.0201	0.0221	0.0575	1.0	0.2602	0.0866	0.0225	0.3188
-41	0.091	0.0694	0.0116	0.0167	0.0212	0.059	0.9977	0.2646	0.0859	0.0206	0.335
-42	0.0881	0.0635	0.0127	0.0144	0.0243	0.0575	0.9993	0.2765	0.0842	0.0192	0.347
-43	0.0777	0.0648	0.0107	0.0142	0.0227	0.0554	1.0009	0.2916	0.0783	0.0182	0.3636
-44	0.0751	0.0614	0.0109	0.014	0.0234	0.0511	0.9961	0.3049	0.073	0.0199	0.3763
-45	0.0672	0.0573	0.0062	0.0126	0.0243	0.0472	0.9971	0.3239	0.0715	0.0206	0.387
-46	0.0605	0.0557	0.0099	0.012	0.0209	0.0449	0.999	0.3487	0.0693	0.0166	0.3983
-47	0.0558	0.0487	0.007	0.0078	0.0213	0.0421	1.0022	0.3729	0.0685	0.0143	0.4193
-48	0.0541	0.0413	0.0061	0.0081	0.0214	0.0373	1.0017	0.398	0.0627	0.015	0.4442
-49	0.0473	0.0383	0.0069	0.0082	0.0187	0.0349	1.0021	0.4264	0.0628	0.0124	0.4633
-50	0.0406	0.0333	0.0086	0.0041	0.0166	0.0321	1.0035	0.456	0.0572	0.0091	0.4903
-51	0.0375	0.0293	0.0067	0.0051	0.0111	0.0277	1.0031	0.4869	0.0538	0.0077	0.5204
-52	0.0345	0.026	0.0056	0.0032	0.0092	0.0229	1.0014	0.5207	0.0548	0.0092	0.5525
-53	0.0355	0.0241	0.0018	0.0041	0.0093	0.0204	0.9994	0.549	0.052	0.0077	0.5806
-54	0.0338	0.0206	0.0042	0.001	0.0103	0.0208	0.9973	0.5815	0.0465	0.0034	0.6118
-55	0.0295	0.0149	0.0014	0.0002	0.0086	0.0173	0.9992	0.612	0.0456	0.0037	0.6484
-56	0.0271	0.0161	-0.0009	0.0042	0.0087	0.0183	0.9966	0.6404	0.0462	0.0017	0.6776
-57	0.0234	0.0168	-0.0031	0.0043	0.0105	0.0146	0.9972	0.6661	0.0422	0.0024	0.7058
-58	0.0197	0.0159	-0.0013	0.0039	0.0117	0.0134	0.9977	0.6918	0.0429	0.0049	0.7283
-59	0.019	0.0129	-0.0024	0.0057	0.0121	0.0116	0.998	0.7171	0.0406	0.0068	0.7472
-60	0.0188	0.0127	-0.0019	0.0055	0.0136	0.0106	0.9989	0.741	0.041	0.0035	0.7613
-61	0.0136	0.0091	-0.0	0.0055	0.011	0.0114	1.0007	0.7634	0.0377	0.003	0.7768
-62	0.013	0.0047	0.0062	0.0049	0.0092	0.0106	1.004	0.7838	0.036	0.0054	0.7941
-63	0.0121	0.0046	0.0084	0.0015	0.0085	0.0119	1.0038	0.8002	0.0354	0.0076	0.8068
-64	0.0067	0.003	0.0063	0.0018	0.0057	0.0093	1.0053	0.815	0.0358	0.0093	0.8085
-65	0.0036	0.004	0.0098	0.0048	0.0029	0.0103	1.0043	0.8335	0.0347	0.0092	0.8087
-66	0.0022	0.0014	0.0081	0.0054	0.0016	0.007	1.0051	0.845	0.0368	0.0106	0.8054
-67	0.0035	0.0008	0.0072	0.0045	-0.0017	0.0118	1.0106	0.8645	0.0355	0.0123	0.797
-68	0.0019	-0.0007	0.0076	0.0025	-0.0015	0.0157	1.0082	0.8786	0.0353	0.0115	0.79
-69	-0.0005	0.0007	0.0056	0.0028	-0.0028	0.0182	1.0054	0.8891	0.0327	0.0156	0.7795
-70	1e-04	0.0043	0.004	0.0038	-0.0027	0.0153	1.0046	0.9017	0.0336	0.0166	0.7638
-71	0.001	0.0058	0.005	0.0017	0.0019	0.0136	1.0057	0.9121	0.0304	0.0145	0.7487
-72	-0.0005	0.0014	0.0029	0.0017	0.0003	0.0109	1.0029	0.9236	0.0279	0.0121	0.7384
-73	-0.0007	0.0043	-0.0017	0.001	0.0004	0.0126	1.0038	0.9318	0.0295	0.0122	0.7401
-74	0.0017	0.0049	-0.0038	0.002	-0.0004	0.0123	1.006	0.9391	0.031	0.0104	0.742
-75	0.002	0.0058	-0.0027	0.0012	-0.0029	0.0137	1.0065	0.944	0.0288	0.0112	0.746
-76	0.0056	0.006	-0.0008	-0.0	-0.0048	0.0128	1.0063	0.9488	0.0278	0.0064	0.7508
-77	0.001	0.0034	0.0003	-0.0009	-0.0041	0.0157	1.005	0.9543	0.0263	0.0042	0.767
-78	-0.0035	0.0037	-0.0005	-0.0013	-0.0014	0.0136	1.0037	0.9554	0.0244	0.003	0.7852
-79	-0.0036	0.0011	-0.0017	0.0015	-0.0033	0.0083	1.0048	0.9596	0.0232	0.0023	0.8049
-80	-0.0045	0.0013	-0.0018	0.0058	-0.0019	0.0051	1.0035	0.9609	0.0182	0.0031	0.8223
-81	-0.0054	0.0006	0.0006	0.0042	0.0025	0.0081	1.0022	0.9671	0.0173	0.0013	0.8407
-82	-0.0044	-0.0017	0.0009	0.0039	0.002	0.0053	1.0022	0.9687	0.0191	0.0033	0.854
-83	-0.0062	-0.0005	0.0028	0.0042	-1e-04	0.0053	1.0035	0.9725	0.0186	0.0011	0.8643
-84	-0.0032	-0.0016	0.0028	0.0041	-0.003	0.0062	1.0058	0.9703	0.0221	0.0036	0.8738
-85	-0.0008	-0.0045	0.0032	0.0015	-0.0052	0.0076	1.0098	0.9704	0.02	0.0038	0.8789
-86	-0.0009	-0.0052	0.0032	0.003	-0.0049	0.0053	1.0059	0.9697	0.0174	0.0017	0.8827
-87	-0.0004	-0.0044	0.001	0.0014	-0.0041	0.0082	1.0084	0.9742	0.0192	0.0018	0.8915
-88	0.0004	-0.0036	-0.0013	-0.0013	-0.0069	0.0088	1.0077	0.9741	0.0203	-0.002	0.9007
-89	0.0016	-0.0057	-0.0028	-0.0019	-0.0092	0.0088	1.0056	0.9772	0.0227	-0.0029	0.9079
-90	0.0043	-0.0044	-0.0029	-0.0042	-0.011	0.0089	1.0077	0.9774	0.0187	-0.0027	0.9122
-91	0.0029	-0.0048	-0.0007	-0.0074	-0.0067	0.0103	1.0058	0.9793	0.0164	-1e-04	0.919
-92	0.0046	-0.0024	0.0024	-0.0066	-0.0074	0.0084	1.0077	0.978	0.0156	0.0033	0.9253
-93	0.0057	0.0025	0.006	-0.0083	-0.0069	0.0096	1.0043	0.9815	0.0139	-0.0	0.9315
-94	0.0058	-0.0008	0.0053	-0.0048	-0.0079	0.0051	1.0027	0.9819	0.0128	-0.0021	0.9381
-95	0.0049	1e-04	0.0076	-0.0053	-0.0099	0.003	1.004	0.9834	0.0174	0.0006	0.9442
-96	0.0026	0.0016	0.0087	-0.0013	-0.0097	-0.0002	1.001	0.9825	0.0152	-0.0037	0.9445
-97	0.001	-0.0015	0.0051	-0.0056	-0.0109	-1e-04	0.9991	0.9858	0.0147	1e-04	0.9469
-98	0.0017	-0.0009	0.0059	-0.0041	-0.0127	0.0027	1.0012	0.9888	0.0157	0.0004	0.9482
-99	0.0033	0.0025	0.0038	-0.0023	-0.0113	0.0005	0.9991	0.9893	0.0158	-0.0009	0.9526
-100	0.0022	-0.0025	0.0025	-0.0013	-0.0115	-0.0025	1.0013	0.9851	0.0158	-0.0003	0.9539
-101	0.0027	-0.0007	0.0033	-0.0021	-0.0107	-0.0073	0.9994	0.9876	0.0167	0.004	0.9537
-102	0.001	-0.002	0.0027	-0.0006	-0.0094	-0.0082	0.9983	0.9895	0.0161	0.0061	0.9528
-103	-0.0018	0.0012	0.0018	0.001	-0.0121	-0.0074	0.9983	0.9941	0.0151	0.0051	0.9486
-104	-0.0016	-0.0011	0.0026	-0.0014	-0.0084	-0.0067	1.002	0.9956	0.0121	0.0063	0.9434
-105	-0.0007	-0.0027	-0.0022	-0.0006	-0.0084	-0.005	1.0045	1.0011	0.0128	0.0055	0.9396
-106	-0.0002	-0.003	-0.0008	-0.0023	-0.0017	-0.0051	1.0037	1.0037	0.0119	0.0047	0.9403
-107	-0.0	-0.0031	-0.0037	-0.0025	-0.0061	-0.0018	1.0033	1.0054	0.0141	0.0054	0.9383
-108	0.001	-0.006	-0.0048	-0.0004	-0.0048	-0.0024	1.0029	1.0067	0.0164	0.007	0.9398
-109	0.001	-0.005	-0.0075	-0.0036	-0.0073	0.0003	1.001	1.0062	0.0178	0.005	0.9357
-110	0.0013	-0.0048	-0.0074	-0.0052	-0.0027	-0.0005	0.9988	1.0052	0.016	0.005	0.9303
-111	0.0031	-0.0044	-0.0053	0.0004	-0.002	0.0006	0.999	1.0037	0.017	0.006	0.9304
-112	0.004	-0.0049	-0.0044	0.002	-0.0009	-0.0012	1.001	1.0015	0.0203	0.0063	0.9264
-113	0.0024	-0.0035	-0.0028	0.0016	-0.0004	-0.0013	1.0027	1.0006	0.0214	0.0027	0.9278
-114	0.0036	-0.0006	-0.0018	0.0002	-0.001	0.0011	1.0038	1.0032	0.0185	0.0014	0.9326
-115	0.0036	-0.0017	-0.0026	0.0049	-0.0051	0.0024	1.0048	1.0039	0.0179	-0.0011	0.9367
-116	0.0036	-0.0032	-0.0034	0.0032	-0.0023	0.0036	1.0062	1.0058	0.0195	-0.0015	0.9401
-117	0.0018	-0.0049	1e-04	0.001	0.0	0.0044	1.0066	1.0055	0.0204	-0.0021	0.9432
-118	-0.0	-0.0055	-0.0014	-0.0013	-0.0025	0.002	1.0021	1.0051	0.0189	-0.0044	0.9453
-119	-0.0035	-0.004	-0.0032	-0.0007	-0.0018	-0.0	1.0024	1.0047	0.0187	-0.0066	0.9389
-120	-0.0071	-0.0056	-0.0025	0.0002	-0.002	-0.004	1.0032	1.0047	0.0155	-0.0102	0.9278
-121	-0.0053	-0.0073	-0.0031	0.0033	0.0006	-0.0011	1.0012	1.0025	0.0137	-0.0045	0.9215
-122	-0.001	-0.0068	-0.0031	0.0045	-0.0015	-0.0032	0.9998	1.0044	0.0113	-0.0052	0.9236
-123	-0.0017	-0.0023	-0.0046	0.0052	0.0033	-0.0023	0.9987	1.0078	0.0105	-0.007	0.9217
-124	-0.0025	0.0006	-1e-04	0.0069	0.0048	-0.0008	0.9951	1.005	0.0144	-0.0072	0.9174
-125	-0.0014	0.0029	-0.0026	0.0083	0.003	0.0	0.9967	1.0052	0.013	-0.0051	0.9144
-126	1e-04	0.0038	-0.0015	0.0065	0.0026	0.0015	0.9945	1.0036	0.0144	-0.003	0.9207
-127	0.0019	0.002	0.0014	0.0059	0.0048	0.0008	0.9966	1.007	0.0151	-0.0008	0.9236
-128	0.0013	0.0018	-0.0016	0.0077	0.0045	-0.0	0.9966	1.0074	0.0135	-0.0022	0.9318
-129	0.0014	-0.0	-0.0017	0.006	0.0053	0.0002	0.989	1.0061	0.014	-0.0034	0.9351
-130	0.0012	0.0023	0.0008	0.0046	0.0053	0.0032	0.9867	1.0054	0.0131	-0.0067	0.938
-131	0.0045	0.0011	0.0021	0.0024	0.007	0.0006	0.9872	1.004	0.0125	-0.0076	0.9325
-132	0.0077	0.0017	0.0034	0.0055	0.0049	-0.001	0.9914	1.0053	0.0113	-0.0099	0.92
-133	0.0061	-0.0006	0.0036	0.0096	0.0063	-0.0023	0.9914	1.0067	0.0126	-0.0062	0.9187
-134	0.0046	-0.0029	0.0047	0.0083	0.0047	-0.0058	0.9915	1.0034	0.0144	-0.0047	0.9198
-135	0.0025	-0.002	0.0026	0.0064	0.0047	-0.0078	0.9926	1.003	0.0153	-0.0054	0.9198
-136	-0.0023	-0.0027	0.0013	0.0059	0.0014	-0.0077	0.9938	1.0012	0.0143	-0.0046	0.9246
-137	0.0004	-0.0045	0.0011	0.0046	0.0035	-0.0082	0.9927	1.0007	0.0133	-0.0049	0.9222
-138	-0.0006	-0.0044	0.001	0.0071	0.0049	-0.0112	0.9953	1.0034	0.0123	-0.0061	0.9246
-139	-0.0025	-0.0051	-0.0003	0.0076	0.003	-0.0067	0.9932	1.0029	0.014	-0.0055	0.9267
-140	-0.0038	-0.0068	0.0007	0.0066	-0.0003	-0.0066	0.9921	1.0051	0.013	-0.0046	0.9243
-141	-0.0023	-0.0119	0.0046	0.0063	0.0037	-0.0059	0.9913	1.004	0.0146	-0.0022	0.9326
-142	-0.0034	-0.0117	0.002	0.0028	0.003	-0.0026	0.9923	1.0021	0.0158	-0.0021	0.9364
-143	-0.0047	-0.0134	0.0031	0.0018	0.0046	-0.0006	0.9908	0.9996	0.0136	-0.0015	0.9376
-144	-0.0035	-0.0163	0.0017	0.0016	0.0035	-0.0008	0.9938	0.9976	0.013	0.0009	0.9446
-145	-0.002	-0.0149	-0.0009	0.0021	0.0013	-0.0018	0.9938	0.9941	0.015	-0.0055	0.9497
-146	-0.0036	-0.0151	0.0024	-0.0013	0.0012	0.0004	0.9976	0.9917	0.0123	-0.0032	0.9441
-147	-0.0032	-0.0116	0.001	0.0008	-0.0024	0.0006	1.001	0.9934	0.0108	-0.0065	0.9492
-148	-0.0023	-0.0083	0.0027	0.0005	0.0006	-0.0014	1.0014	0.9927	0.0136	-0.0067	0.94
-149	-0.001	-0.006	0.0022	0.0034	-0.0011	-0.0018	0.9997	0.9933	0.0132	-0.0049	0.9404
-150	-0.0024	-0.0073	-0.0011	0.0036	-0.0024	-0.0008	0.9975	0.9958	0.0165	-0.0064	0.9398
-151	0.0007	-0.0051	0.0008	0.0036	-0.003	-0.0012	1.0006	0.9932	0.0161	-0.0076	0.9372
-152	-0.0008	-0.0076	0.0025	0.0028	-0.0048	-0.0003	1.0016	0.992	0.015	-0.0095	0.9325
-153	-0.0029	-0.0045	0.0027	0.0051	-0.0046	-0.0039	0.9989	0.9913	0.0177	-0.0087	0.9232
-154	0.0002	-0.002	0.0061	0.0048	-0.0043	-0.0016	0.9989	0.9911	0.0152	-0.0072	0.916
-155	-0.001	-0.002	0.0015	0.0029	-0.0055	-0.0004	0.999	0.9915	0.0107	-0.0076	0.9119
-156	0.0028	-0.003	0.0009	0.0049	-0.0073	0.002	1.0	0.9946	0.0127	-0.0082	0.9095
-157	0.003	-0.0035	0.0008	0.0052	-0.0066	1e-04	1.0014	0.9977	0.0125	-0.0046	0.9069
-158	0.0063	-0.0023	-0.0005	0.0081	-0.0046	-0.0006	0.9983	0.997	0.0109	-0.003	0.9118
-159	0.0049	0.0002	-0.0013	0.0054	-0.0036	0.0009	1.0011	0.9967	0.0066	-0.0033	0.9177
--- a/test-data/inspect.general.txt	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/inspect.general.txt	Sat Sep 14 19:57:07 2024 +0000
@@ -1,3 +1,3 @@
-AnnData object with n_obs × n_vars = 640 × 11
+AnnData object with n_obs × n_vars = 500 × 11
     obs: 'cell_type'
-    uns: 'cell_type_colors', 'highlights', 'iroot'
+    uns: 'highlights', 'iroot'
--- a/test-data/inspect.obs.tabular	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/inspect.obs.tabular	Sat Sep 14 19:57:07 2024 +0000
@@ -1,4 +1,4 @@
-index	cell_type
+	cell_type
 0	progenitor
 1	progenitor
 2	progenitor
@@ -499,143 +499,3 @@
 17	progenitor
 18	progenitor
 19	progenitor
-20	progenitor
-21	progenitor
-22	progenitor
-23	progenitor
-24	progenitor
-25	progenitor
-26	progenitor
-27	progenitor
-28	progenitor
-29	progenitor
-30	progenitor
-31	progenitor
-32	progenitor
-33	progenitor
-34	progenitor
-35	progenitor
-36	progenitor
-37	progenitor
-38	progenitor
-39	progenitor
-40	progenitor
-41	progenitor
-42	progenitor
-43	progenitor
-44	progenitor
-45	progenitor
-46	progenitor
-47	progenitor
-48	progenitor
-49	progenitor
-50	progenitor
-51	progenitor
-52	progenitor
-53	progenitor
-54	progenitor
-55	progenitor
-56	progenitor
-57	progenitor
-58	progenitor
-59	progenitor
-60	progenitor
-61	progenitor
-62	progenitor
-63	progenitor
-64	progenitor
-65	progenitor
-66	progenitor
-67	progenitor
-68	progenitor
-69	progenitor
-70	progenitor
-71	progenitor
-72	progenitor
-73	progenitor
-74	progenitor
-75	progenitor
-76	progenitor
-77	progenitor
-78	progenitor
-79	progenitor
-80	Neu
-81	Neu
-82	Neu
-83	Neu
-84	Neu
-85	Neu
-86	Neu
-87	Neu
-88	Neu
-89	Neu
-90	Neu
-91	Neu
-92	Neu
-93	Neu
-94	Neu
-95	Neu
-96	Neu
-97	Neu
-98	Neu
-99	Neu
-100	Neu
-101	Neu
-102	Neu
-103	Neu
-104	Neu
-105	Neu
-106	Neu
-107	Neu
-108	Neu
-109	Neu
-110	Neu
-111	Neu
-112	Neu
-113	Neu
-114	Neu
-115	Neu
-116	Neu
-117	Neu
-118	Neu
-119	Neu
-120	Neu
-121	Neu
-122	Neu
-123	Neu
-124	Neu
-125	Neu
-126	Neu
-127	Neu
-128	Neu
-129	Neu
-130	Neu
-131	Neu
-132	Neu
-133	Neu
-134	Neu
-135	Neu
-136	Neu
-137	Neu
-138	Neu
-139	Neu
-140	Neu
-141	Neu
-142	Neu
-143	Neu
-144	Neu
-145	Neu
-146	Neu
-147	Neu
-148	Neu
-149	Neu
-150	Neu
-151	Neu
-152	Neu
-153	Neu
-154	Neu
-155	Neu
-156	Neu
-157	Neu
-158	Neu
-159	Neu
--- a/test-data/inspect.var.tabular	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/inspect.var.tabular	Sat Sep 14 19:57:07 2024 +0000
@@ -1,4 +1,4 @@
-index
+""
 Gata2
 Gata1
 Fog1
Binary file test-data/krumsiek11.h5ad has changed
Binary file test-data/krumsiek11.loom has changed
Binary file test-data/manipulate.add_annotation_obs.h5ad has changed
Binary file test-data/manipulate.add_annotation_var.h5ad has changed
Binary file test-data/manipulate.concatenate.h5ad has changed
Binary file test-data/manipulate.filter_obs_key.h5ad has changed
Binary file test-data/manipulate.filter_var_index.h5ad has changed
Binary file test-data/manipulate.obs_names_make_unique.h5ad has changed
Binary file test-data/manipulate.rename_categories.h5ad has changed
Binary file test-data/manipulate.save_raw.h5ad has changed
Binary file test-data/manipulate.strings_to_categoricals.h5ad has changed
Binary file test-data/manipulate.transpose.h5ad has changed
Binary file test-data/manipulate.var_names_make_unique.h5ad has changed
--- a/test-data/obs_add_annotation.tabular	Wed Jun 22 07:15:22 2022 +0000
+++ b/test-data/obs_add_annotation.tabular	Sat Sep 14 19:57:07 2024 +0000
@@ -499,143 +499,3 @@
 17	progenitor
 18	progenitor
 19	progenitor
-20	progenitor
-21	progenitor
-22	progenitor
-23	progenitor
-24	progenitor
-25	progenitor
-26	progenitor
-27	progenitor
-28	progenitor
-29	progenitor
-30	progenitor
-31	progenitor
-32	progenitor
-33	progenitor
-34	progenitor
-35	progenitor
-36	progenitor
-37	progenitor
-38	progenitor
-39	progenitor
-40	progenitor
-41	progenitor
-42	progenitor
-43	progenitor
-44	progenitor
-45	progenitor
-46	progenitor
-47	progenitor
-48	progenitor
-49	progenitor
-50	progenitor
-51	progenitor
-52	progenitor
-53	progenitor
-54	progenitor
-55	progenitor
-56	progenitor
-57	progenitor
-58	progenitor
-59	progenitor
-60	progenitor
-61	progenitor
-62	progenitor
-63	progenitor
-64	progenitor
-65	progenitor
-66	progenitor
-67	progenitor
-68	progenitor
-69	progenitor
-70	progenitor
-71	progenitor
-72	progenitor
-73	progenitor
-74	progenitor
-75	progenitor
-76	progenitor
-77	progenitor
-78	progenitor
-79	progenitor
-80	Neu
-81	Neu
-82	Neu
-83	Neu
-84	Neu
-85	Neu
-86	Neu
-87	Neu
-88	Neu
-89	Neu
-90	Neu
-91	Neu
-92	Neu
-93	Neu
-94	Neu
-95	Neu
-96	Neu
-97	Neu
-98	Neu
-99	Neu
-100	Neu
-101	Neu
-102	Neu
-103	Neu
-104	Neu
-105	Neu
-106	Neu
-107	Neu
-108	Neu
-109	Neu
-110	Neu
-111	Neu
-112	Neu
-113	Neu
-114	Neu
-115	Neu
-116	Neu
-117	Neu
-118	Neu
-119	Neu
-120	Neu
-121	Neu
-122	Neu
-123	Neu
-124	Neu
-125	Neu
-126	Neu
-127	Neu
-128	Neu
-129	Neu
-130	Neu
-131	Neu
-132	Neu
-133	Neu
-134	Neu
-135	Neu
-136	Neu
-137	Neu
-138	Neu
-139	Neu
-140	Neu
-141	Neu
-142	Neu
-143	Neu
-144	Neu
-145	Neu
-146	Neu
-147	Neu
-148	Neu
-149	Neu
-150	Neu
-151	Neu
-152	Neu
-153	Neu
-154	Neu
-155	Neu
-156	Neu
-157	Neu
-158	Neu
-159	Neu
Binary file test-data/pp.neighbors_umap_euclidean.recipe_weinreb17.paul15_subsample.h5ad has changed
Binary file test-data/pp.pca.krumsiek11.h5ad has changed
Binary file test-data/tl.diffmap.h5ad has changed
Binary file test-data/tl.draw_graph.h5ad has changed
Binary file test-data/tl.paga.neighbors_gauss_braycurtis.recipe_weinreb17.paul15_subsample.h5ad has changed
Binary file test-data/tl.rank_genes_groups.krumsiek11.h5ad has changed
Binary file test-data/tl.tsne.h5ad has changed
Binary file test-data/tl.umap.h5ad has changed