Codeplot
louvain
Introduction

cluster cells into subgroups by louvain

Script
Input
Task nameAttribute nameTypeDescription
* main project_nameString project name
* main anndataFile Input object format:anndata
* main.louvain use_weightsBoolean Use weights from knn graph.
* main.louvain resolutionFloat For the default flavor ('vtraag'), you can provide a resolution (higher resolution means finding more and smaller clusters), which defaults to 1.0.
* main.louvain memoryString Number of memory running tasksnotice:1. The value range is 0.25-32 cores, in addition, 48 cores and 64 cores can be selected, and the CPU must be an integer multiple of 0.25 cores; 2. The memory value range is 1GB-512GB, and the memory must be an integer multiple of 1GB. 3. The CPU / memory ratio must be between 1:2 and 1:8
* main.louvain flavorString 可选值[‘vtraag’, ‘igraph’, ‘rapids’] ;Choose between to packages for computing the clustering. 'vtraag' is much more powerful, and the default.
* main.louvain dockerString --
* main.louvain directedBoolean Interpret the adjacency matrix as directed graph?
* main.louvain cpuString Number of CPU running tasks.notice:1. The value range is 0.25-32 cores, in addition, 48 cores and 64 cores can be selected, and the CPU must be an integer multiple of 0.25 cores; 2. The memory value range is 1GB-512GB, and the memory must be an integer multiple of 1GB. 3. The CPU / memory ratio must be between 1:2 and 1:8
Output
Task nameAttribute nameTypeDescription
* main clustfileFile Return the output file to the column name of the corresponding table by this.xxx
* main h5adfileFile Return the output file to the column name of the corresponding table by this.xxx