# HG changeset patch # User iuc # Date 1726317860 0 # Node ID 2dfb2227a16c9f212a6f4b66d7c6c3a1ab0fb1c8 # Parent 1072ce66b426ae76edef7bb2e10b20d05dc97158 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 91121b1e72696f17478dae383badaa71e9f96dbb diff -r 1072ce66b426 -r 2dfb2227a16c README.md --- a/README.md Tue Aug 20 09:53:51 2024 +0000 +++ b/README.md Sat Sep 14 12:44:20 2024 +0000 @@ -25,6 +25,7 @@ `pp.highly_variable_genes` | Extract highly variable genes `pp.subsample` | Subsample to a fraction of the number of observations `pp.downsample_counts` | Downsample counts so that each cell has no more than target_counts + `pp.scrublet` | Predict doublets 3. Normalize (`normalize.xml`) @@ -34,14 +35,18 @@ `pp.recipe_zheng17` | Normalization and filtering as of [Zheng17] `pp.recipe_weinreb17` | Normalization and filtering as of [Weinreb17] `pp.recipe_seurat` | Normalization and filtering as of Seurat [Satija15] + `external.pp.magic` | Denoising using Markov Affinity-based Graph Imputation of Cells (MAGIC) API 4. Remove confounders (`remove_confounder.xml`) Methods | Description --- | --- `pp.regress_out` | Regress out unwanted sources of variation - `pp.mnn_correct` | Correct batch effects by matching mutual nearest neighbors + `pp.combat` | ComBat function for batch effect correction + `external.pp.bbknn` | Batch effect removal with Batch balanced KNN (BBKNN) + `external.pp.harmony_integrate` | Integrate multiple single-cell experiments with Harmony + `external.pp.scanorama_integrate` | Integrate multiple single-cell experiments with Scanorama 5. Clustering, embedding and trajectory inference (`cluster_reduce_dimension.xml`) @@ -49,14 +54,14 @@ --- | --- `tl.louvain` | Cluster cells into subgroups `tl.leiden` | Cluster cells into subgroups - `tl.pca` | Principal component analysis - `pp.pca` | Principal component analysis (appears to be the same func...) + `pp.pca` | Principal component analysis `tl.diffmap` | Diffusion Maps `tl.tsne` | t-SNE `tl.umap` | Embed the neighborhood graph using UMAP `tl.draw_graph` | Force-directed graph drawing `tl.dpt` | Infer progression of cells through geodesic distance along the graph `tl.paga` | Mapping out the coarse-grained connectivity structures of complex manifolds + `tl.embedding_density` | Calculate the density of cells in an embedding (per condition) 6. Plot (`plot.xml`) @@ -66,18 +71,20 @@ --- | --- `pl.scatter` | Scatter plot along observations or variables axes `pl.heatmap` | Heatmap of the expression values of set of genes + `pl.tracksplot` | Tracks plot of the expression values per cell `pl.dotplot` | Makes a dot plot of the expression values `pl.violin` | Violin plot `pl.stacked_violin` | Stacked violin plots `pl.matrixplot` | Heatmap of the mean expression values per cluster `pl.clustermap` | Hierarchically-clustered heatmap - + 2. Preprocessing Methods | Description --- | --- `pl.highest_expr_genes` | Plot the fraction of counts assigned to each gene over all cells `pl.highly_variable_genes` | Plot dispersions versus means for genes + `pl.scrublet_score_distribution` | Histogram of doublet scores 3. PCA @@ -96,12 +103,13 @@ `pl.umap` | Scatter plot in UMAP basis `pl.diffmap` | Scatter plot in Diffusion Map basis `pl.draw_graph` | Scatter plot in graph-drawing basis + `pl.embedding_density` | Density of cells in an embedding (per condition) 5. Branching trajectories and pseudotime, clustering Methods | Description --- | --- - `pl.dpt_groups_pseudotime` | Plot groups and pseudotime + `pl.dpt_timeseries` | Heatmap of pseudotime series `pl.paga` | Plot the abstracted graph through thresholding low-connectivity edges `pl.paga_compare` | Scatter and PAGA graph side-by-side @@ -113,3 +121,8 @@ --- | --- `pl.rank_genes_groups` | Plot ranking of genes using dotplot plot `pl.rank_genes_groups_violin` | Plot ranking of genes for all tested comparisons + `pl.rank_genes_groups_stacked_violin` | Plot ranking of genes as stacked violin plot + `pl.rank_genes_groups_heatmap` | Plot ranking of genes as heatmap plot + `pl.rank_genes_groups_dotplot` | Plot ranking of genes as dotplot plot + `pl.rank_genes_groups_matrixplot` | Plot ranking of genes as matrixplot plot + `pl.rank_genes_groups_tracksplot` | Plot ranking of genes as tracksplot plot diff -r 1072ce66b426 -r 2dfb2227a16c macros.xml --- a/macros.xml Tue Aug 20 09:53:51 2024 +0000 +++ b/macros.xml Sat Sep 14 12:44:20 2024 +0000 @@ -1,17 +1,15 @@ - 1.9.6 - 4 - 21.09 + 1.10.2 + 0 + 21.09 scanpy - loompy - leidenalg - louvain - pandas - matplotlib - seaborn - magic-impute + anndata + numpy + pandas + scipy + statsmodels @@ -22,7 +20,7 @@ - + @@ -31,28 +29,13 @@ 10.1093/gigascience/giaa102 - - - - '$hidden_output' && -python '$script_file' >> '$hidden_output' && -ls . >> '$hidden_output' && -touch 'anndata_info.txt' && -cat 'anndata_info.txt' @CMD_prettify_stdout@ - ]]> - - - + + + - + @@ -62,58 +45,55 @@ - + - -
- +
- - + + + + advanced_common['show_log'] + + + + + - - - - + + + - + - + + - @@ -393,141 +373,6 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 0: - #set $var_group_positions=[] - #set $var_group_labels=[] - #for $i, $s in enumerate($method.var_group_positions) - #silent $var_group_positions.append((int($s.start), int($s.end))) - #silent $var_group_labels.append(str($s.label)) - #end for - var_group_positions=$var_group_positions, - var_group_labels=$var_group_labels, - #end if - #if str($method.var_group_rotation) != '' - var_group_rotation=$method.var_group_rotation, - #end if - #if $method.figsize.test == 'yes' - figsize=($method.figsize.width, $method.figsize.height), - #end if - #if $method.layer - layer='$method.layer', - #end if - ]]> @@ -679,500 +524,298 @@ - + - - - - - - - - - - -
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+ + - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + - + + + + + + + + + + + + + + + + + + + '$hidden_output' && +python '$script_file' >> '$hidden_output' && +ls . >> '$hidden_output' && +touch 'anndata_info.txt' && +cat 'anndata_info.txt' @CMD_PRETTIFY_STDOUT@ + ]]> + + + + + + + + + + + + - -
- - - - - - - - - - - - - -
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- - - - - - - - - - + density_norm='$method.violin_plot.density_norm', + ]]> + + + + + + + + + + + - - - - - - - - - - - - 0 - #set $components=[] - #for $i, $s in enumerate($method.plot.components) - #silent $components.append(str($s.axis1) + ',' + str($s.axis2)) - #end for - components=$components, -#end if - ]]> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + - - - - - - - - - - - - - - - - - - - - - + + + + - - - - - - - - - - - - - - - - - - - - - + + + + + + + - - - - + + + + - + + + + - - - - - - - - - - - -
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- - + + @@ -1194,106 +837,627 @@ - +
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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 0: + #set $components=[] + #for $i, $s in enumerate($method.plot.components) + #silent $components.append(str($s.axis1) + ',' + str($s.axis2)) + #end for + components=$components, +#end if + ]]> + + + + + + + + + + + + + + + + + + + + - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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diff -r 1072ce66b426 -r 2dfb2227a16c plot.xml --- a/plot.xml Tue Aug 20 09:53:51 2024 +0000 +++ b/plot.xml Sat Sep 14 12:44:20 2024 +0000 @@ -1,10 +1,13 @@ - - with scanpy + macros.xml - + + matplotlib + seaborn + python-igraph + @@ -14,18 +17,18 @@ ]]> @@ -470,13 +510,14 @@ + - + @@ -486,57 +527,59 @@ - + + - + + - + - - + + - + - + - + + - - + - + - + - - + + @@ -545,11 +588,11 @@ - +
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`__ +Generic: Tracks plot (`pl.tracksplot`) +====================================== + +In this type of plot each var_name is plotted as a filled line plot where the y values correspond to the var_name values and x is each of the cells. +Best results are obtained when using raw counts that are not log. + +More details on the `scanpy documentation +`__ + Generic: Violin plot (`pl.violin`) ================================== @@ -2438,6 +2313,15 @@ More details on the `scanpy documentation `__ +Preprocessing: Plot histogram of doublet scores for observed transcriptomes and simulated doublets (`pl.scrublet_score_distribution`) +===================================================================================================================================== + +The histogram for simulated doublets is useful for determining the correct doublet score threshold. +Scrublet must have been run previously with the input object. + +More details on the `scanpy documentation +`__ + PCA: Scatter plot in PCA coordinates (`pl.pca`) =============================================== @@ -2483,11 +2367,24 @@ More details on the `scanpy documentation `__ -Branching trajectories and pseudotime, clustering: Plot groups and pseudotime (`pl.dpt_groups_pseudotime`) -=========================================================================================================== +Embeddings: Scatter plot in graph-drawing basis (`pl.draw_graph`) +================================================================= More details on the `scanpy documentation -`__ +`__ + +Embeddings: Plot the density of cells in an embedding (per condition) (`pl.embedding_density`) +============================================================================================== + +More details on the `scanpy documentation +`__ + +.. This function is commented out because it is not compatible with pandas version. If the issue is not resolved in the next update, this should be removed. +.. Branching trajectories and pseudotime, clustering: Plot groups and pseudotime (`pl.dpt_groups_pseudotime`) +.. =========================================================================================================== + +.. More details on the `scanpy documentation +.. `__ Branching trajectories and pseudotime, clustering: Heatmap of pseudotime series (`pl.dpt_timeseries`) ===================================================================================================== @@ -2533,11 +2430,11 @@ More details on the `scanpy documentation `__ -Marker genes: Plot ranking of genes as dotplot plot (`pl.rank_genes_groups_dotplot`) -==================================================================================== +Marker genes: Plot ranking of genes as stacked violin plot (`pl.rank_genes_groups_stacked_violin`) +================================================================================================== More details on the `scanpy documentation -`__ +`__ Marker genes: Plot ranking of genes as heatmap plot (`pl.rank_genes_groups_heatmap`) ==================================================================================== @@ -2545,17 +2442,19 @@ More details on the `scanpy documentation `__ +Marker genes: Plot ranking of genes as dotplot plot (`pl.rank_genes_groups_dotplot`) +==================================================================================== + +More details on the `scanpy documentation +`__ + Marker genes: Plot ranking of genes as matrixplot plot (`pl.rank_genes_groups_matrixplot`) ========================================================================================== More details on the `scanpy documentation `__ -Marker genes: Plot ranking of genes as stacked violin plot (`pl.rank_genes_groups_stacked_violin`) -================================================================================================== - -More details on the `scanpy documentation -`__ - ]]> + ]]> + diff -r 1072ce66b426 -r 2dfb2227a16c test-data/cosg.rank_genes_groups.newton-cg.pbmc68k_highly_reduced_1.h5ad Binary file test-data/cosg.rank_genes_groups.newton-cg.pbmc68k_highly_reduced_1.h5ad has changed diff -r 1072ce66b426 -r 2dfb2227a16c test-data/external.pp.bbknn.krumsiek11.h5ad 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