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alpha-rarefaction: Alpha rarefaction curves¶
Docstring:
Usage: qiime diversity alpha-rarefaction [OPTIONS] Generate interactive alpha rarefaction curves by computing rarefactions between `min_depth` and `max_depth`. The number of intermediate depths to compute is controlled by the `steps` parameter, with n `iterations` being computed at each rarefaction depth. If sample metadata is provided, samples may be grouped based on distinct values within a metadata column. Inputs: --i-table ARTIFACT FeatureTable[Frequency] Feature table to compute rarefaction curves from. [required] --i-phylogeny ARTIFACT Optional phylogeny for phylogenetic metrics. Phylogeny[Rooted] [optional] Parameters: --p-max-depth INTEGER The maximum rarefaction depth. Must be greater than Range(1, None) min-depth. [required] --p-metrics TEXT... Choices('ace', 'berger_parker_d', 'brillouin_d', 'chao1', 'dominance', 'doubles', 'enspie', 'faith_pd', 'fisher_alpha', 'gini_index', 'goods_coverage', 'heip_e', 'lladser_pe', 'margalef', 'mcintosh_d', 'mcintosh_e', 'menhinick', 'michaelis_menten_fit', 'observed_features', 'pielou_e', 'robbins', 'shannon', 'simpson', 'simpson_e', 'singles') The metrics to be measured. By default computes observed_features, shannon, and if phylogeny is provided, faith_pd. [optional] --m-metadata-file METADATA... (multiple arguments The sample metadata. will be merged) [optional] --p-min-depth INTEGER The minimum rarefaction depth. Range(1, None) [default: 1] --p-steps INTEGER The number of rarefaction depths to include between Range(2, None) min-depth and max-depth. [default: 10] --p-iterations INTEGER The number of rarefied feature tables to compute at Range(1, None) each step. [default: 10] Outputs: --o-visualization VISUALIZATION [required] Miscellaneous: --output-dir PATH Output unspecified results to a directory --verbose / --quiet Display verbose output to stdout and/or stderr during execution of this action. Or silence output if execution is successful (silence is golden). --example-data PATH Write example data and exit. --citations Show citations and exit. --use-cache DIRECTORY Specify the cache to be used for the intermediate work of this action. If not provided, the default cache under $TMP/qiime2/will be used. IMPORTANT FOR HPC USERS: If you are on an HPC system and are using parallel execution it is important to set this to a location that is globally accessible to all nodes in the cluster. --help Show this message and exit.
Import:
from qiime2.plugins.diversity.visualizers import alpha_rarefaction
Docstring:
Alpha rarefaction curves Generate interactive alpha rarefaction curves by computing rarefactions between `min_depth` and `max_depth`. The number of intermediate depths to compute is controlled by the `steps` parameter, with n `iterations` being computed at each rarefaction depth. If sample metadata is provided, samples may be grouped based on distinct values within a metadata column. Parameters ---------- table : FeatureTable[Frequency] Feature table to compute rarefaction curves from. max_depth : Int % Range(1, None) The maximum rarefaction depth. Must be greater than min_depth. phylogeny : Phylogeny[Rooted], optional Optional phylogeny for phylogenetic metrics. metrics : Set[Str % Choices('ace', 'berger_parker_d', 'brillouin_d', 'chao1', 'dominance', 'doubles', 'enspie', 'faith_pd', 'fisher_alpha', 'gini_index', 'goods_coverage', 'heip_e', 'lladser_pe', 'margalef', 'mcintosh_d', 'mcintosh_e', 'menhinick', 'michaelis_menten_fit', 'observed_features', 'pielou_e', 'robbins', 'shannon', 'simpson', 'simpson_e', 'singles')], optional The metrics to be measured. By default computes observed_features, shannon, and if phylogeny is provided, faith_pd. metadata : Metadata, optional The sample metadata. min_depth : Int % Range(1, None), optional The minimum rarefaction depth. steps : Int % Range(2, None), optional The number of rarefaction depths to include between min_depth and max_depth. iterations : Int % Range(1, None), optional The number of rarefied feature tables to compute at each step. Returns ------- visualization : Visualization