diff generate_test_data.sh @ 0:6ebade612aa0 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/qiime/ commit c9bf747b23b4a9d6adc20c7740b9247c22654862

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/generate_test_data.sh	Thu May 18 09:32:11 2017 -0400
@@ -0,0 +1,1126 @@
+#!/usr/bin/env bash
+
+# Data are from test data in https://github.com/biocore/qiime
+
+# align_seqs
+align_seqs.py \
+    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+    -o 'align_seqs_pynast_uclust' \
+    --alignment_method 'pynast' \
+    --pairwise_alignment_method 'uclust' \
+    --template_fp 'test-data/align_seqs/core_set_aligned.fasta.imputed' \
+    --min_percent_id '0.75'
+
+align_seqs.py \
+    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+    -o 'align_seqs_pynast_muscle' \
+    --alignment_method 'pynast' \
+    --pairwise_alignment_method 'muscle' \
+    --min_length '50' \
+    --min_percent_id '0.75'
+
+align_seqs.py \
+    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+    -o 'align_seqs_pynast_pair_hmm' \
+    --alignment_method 'pynast' \
+    --pairwise_alignment_method 'pair_hmm' \
+    --min_percent_id '0.75'
+
+#align_seqs.py \
+#    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+#    -o 'align_seqs_pynast_clustal' \
+#    --alignment_method 'pynast' \
+#    --pairwise_alignment_method 'clustal' \
+#    --min_percent_id '0.75'
+
+align_seqs.py \
+    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+    -o 'align_seqs_pynast_blast' \
+    --alignment_method 'pynast' \
+    --pairwise_alignment_method 'blast' \
+    --min_percent_id '0.75'
+
+align_seqs.py \
+    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+    -o 'align_seqs_pynast_mafft' \
+    --alignment_method 'pynast' \
+    --pairwise_alignment_method 'mafft' \
+    --min_percent_id '0.75'
+
+#align_seqs.py \
+#    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+#    -o 'align_seqs_infernal' \
+#    --alignment_method 'infernal' \
+#    --template_fp 'test-data/align_seqs/seed.16s.reference_model.sto' \
+#    --min_percent_id '0.75'
+
+#align_seqs.py \
+#    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+#    -o 'align_seqs_clustalw' \
+#    --alignment_method 'clustalw' \
+#    --min_percent_id '0.75'
+
+align_seqs.py \
+    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+    -o 'align_seqs_muscle' \
+    --alignment_method 'muscle' \
+    --min_percent_id '0.75'
+
+align_seqs.py \
+    --input_fasta_fp 'test-data/align_seqs/unaligned.fna' \
+    -o 'align_seqs_mafft' \
+    --alignment_method 'mafft' \
+    --min_percent_id '0.75'
+
+#alpha_rarefaction
+alpha_rarefaction.py \
+    --otu_table_fp "test-data/alpha_rarefaction/otu_table.biom" \
+    --mapping_fp "test-data/alpha_rarefaction/mapping_file.txt" \
+    -o alpha_rarefaction \
+    --num_steps '2' \
+    --tree_fp "test-data/alpha_rarefaction/rep_set.tre" \
+    --min_rare_depth '10' \
+    --max_rare_depth '50' \
+    --retain_intermediate_files
+rm -rf alpha_rarefaction
+
+# assign_taxonomy
+assign_taxonomy.py \
+    --input_fasta_fp 'test-data/assign_taxonomy/uclust_input_seqs.fasta' \
+    --assignment_method 'uclust' \
+    --min_consensus_fraction '0.51' \
+    --similarity '0.9' \
+    --uclust_max_accepts '3' \
+    -o assign_taxonomy_uclust
+cp assign_taxonomy_uclust/uclust_input_seqs_tax_assignments.txt 'test-data/assign_taxonomy/uclust_taxonomic_assignation.txt'
+rm -rf assign_taxonomy_uclust
+
+#assign_taxonomy.py \
+#    --input_fasta_fp 'test-data/assign_taxonomy/rdp_input_seqs.fasta' \
+#    --id_to_taxonomy_fp 'test-data/assign_taxonomy/rdp_id_to_taxonomy.txt' \
+#    --assignment_method 'rdp' \
+#    --confidence '3' \
+#    -o assign_taxonomy_rdp
+
+#assign_taxonomy.py \
+#    --input_fasta_fp 'test-data/assign_taxonomy/rtax_ref_seq_set.fna' \
+#    --id_to_taxonomy_fp 'test-data/assign_taxonomy/rtax_id_to_taxonomy.txt' \
+#    --assignment_method 'rtax' \
+#    --read_1_seqs_fp 'test-data/assign_taxonomy/read_1.seqs.fna' \
+#    --read_2_seqs_fp 'test-data/assign_taxonomy/read_2.seqs.fna'  \
+#    --single_ok \
+#    --no_single_ok_generic \
+#    --read_id_regex "\S+\s+(\S+)" \
+#    --amplicon_id_regex "(\S+)\s+(\S+?)\/" \
+#    --header_id_regex "\S+\s+(\S+?)\/" \
+#    -o assign_taxonomy_rtax
+#ls assign_taxonomy_rtax
+
+#assign_taxonomy.py \
+#    --input_fasta_fp 'test-data/assign_taxonomy/mothur_ref_seq_set.fna' \
+#    --id_to_taxonomy_fp 'test-data/assign_taxonomy/mothur_id_to_taxonomy.txt' \
+#    --assignment_method 'mothur' \
+#    --confidence 0.5  \
+#    -o assign_taxonomy_mothur
+#ls assign_taxonomy_mothur
+
+assign_taxonomy.py \
+    --input_fasta_fp 'test-data/assign_taxonomy/mothur_ref_seq_set.fna' \
+    --assignment_method 'sortmerna' \
+    --min_consensus_fraction "0.51" \
+    --similarity "0.9" \
+    --sortmerna_e_value "1.0" \
+    --sortmerna_coverage "0.9" \
+    --sortmerna_best_N_alignments "5" \
+    -o assign_taxonomy_sortmerna
+cp assign_taxonomy_sortmerna/sortmerna_map.blast 'test-data/assign_taxonomy/sortmerna_map.blast'
+cp assign_taxonomy_sortmerna/mothur_ref_seq_set_tax_assignments.txt 'test-data/assign_taxonomy/sortmerna_taxonomic_assignation.txt'
+rm -rf assign_taxonomy_sortmerna
+
+#beta_diversity
+beta_diversity.py \
+    --input_path 'test-data/beta_diversity/otu_table.biom' \
+    -o beta_diversity_1 \
+    --metrics 'unweighted_unifrac,weighted_unifrac' \
+    --tree_path 'test-data/beta_diversity/rep_set.tre'
+md5 'beta_diversity_1/unweighted_unifrac_otu_table.txt'
+md5 'beta_diversity_1/weighted_unifrac_otu_table.txt'
+rm -rf beta_diversity_1
+
+beta_diversity.py \
+    --input_path 'test-data/beta_diversity/otu_table.biom' \
+    -o beta_diversity_2 \
+    --metrics 'abund_jaccard,binary_chisq,binary_chord,binary_euclidean,binary_hamming,binary_jaccard,binary_lennon,binary_ochiai,binary_pearson,binary_sorensen_dice,bray_curtis,canberra,chisq,chord,euclidean,gower,hellinger,kulczynski,manhattan,morisita_horn,pearson,soergel,spearman_approx,specprof,unifrac_g,unifrac_g_full_tree,unweighted_unifrac,unweighted_unifrac_full_tree,weighted_normalized_unifrac,weighted_unifrac' \
+    --tree_path 'test-data/beta_diversity/rep_set.tre'
+md5 'beta_diversity_2/canberra_otu_table.txt'
+md5 'beta_diversity_2/pearson_otu_table.txt'
+rm -rf beta_diversity_2
+
+#beta_diversity_through_plots
+beta_diversity_through_plots.py \
+    --otu_table_fp 'test-data/beta_diversity_through_plots/otu_table.biom' \
+    --mapping_fp 'test-data/beta_diversity_through_plots/map.txt' \
+    --output_dir beta_diversity_through_plots \
+    --tree_fp 'test-data/beta_diversity_through_plots/rep_set.tre' \
+    --parallel
+cp beta_diversity_through_plots/unweighted_unifrac_dm.txt 'test-data/beta_diversity_through_plots/'
+cp beta_diversity_through_plots/unweighted_unifrac_pc.txt 'test-data/beta_diversity_through_plots/'
+cp beta_diversity_through_plots/weighted_unifrac_dm.txt 'test-data/beta_diversity_through_plots/'
+cp beta_diversity_through_plots/weighted_unifrac_pc.txt 'test-data/beta_diversity_through_plots/'
+rm -rf beta_diversity_through_plots
+
+# compare_categories
+compare_categories.py \
+    --method 'adonis' \
+    --input_dm 'test-data/compare_categories/unweighted_unifrac_dm.txt' \
+    --mapping_file 'test-data/compare_categories/map.txt' \
+    --categories 'Treatment' \
+    -o compare_categories_1 \
+    --num_permutations '999'
+cp compare_categories_1/adonis_results.txt "test-data/compare_categories/adonis_results.txt"
+rm -rf compare_categories_1
+
+compare_categories.py \
+    --method 'dbrda' \
+    --input_dm 'test-data/compare_categories/unweighted_unifrac_dm.txt' \
+    --mapping_file 'test-data/compare_categories/map.txt' \
+    --categories 'Treatment' \
+    -o compare_categories_2 \
+    --num_permutations '99'
+cp compare_categories_2/* "test-data/compare_categories/"
+rm -rf compare_categories_2
+
+# core_diversity_analyses
+core_diversity_analyses.py \
+    --input_biom_fp 'test-data/core_diversity_analyses/otu_table.biom' \
+    -o core_diversity_analyses_1 \
+    --mapping_fp 'test-data/core_diversity_analyses/map.txt' \
+    --sampling_depth 22 \
+    --tree_fp 'test-data/core_diversity_analyses/rep_set.tre'
+cp core_diversity_analyses_1/bdiv_even22/unweighted_unifrac_pc.txt 'test-data/core_diversity_analyses/unweighted_unifrac_pc.txt'
+rm -rf core_diversity_analyses_1
+
+core_diversity_analyses.py \
+    --input_biom_fp 'test-data/core_diversity_analyses/otu_table.biom' \
+    -o core_diversity_analyses_2 \
+    --mapping_fp 'test-data/core_diversity_analyses/map.txt' \
+    --sampling_depth 22 \
+    --nonphylogenetic_diversity \
+    --suppress_taxa_summary \
+    --suppress_beta_diversity \
+    --suppress_alpha_diversity \
+    --suppress_group_significance
+rm -rf core_diversity_analyses_2
+
+# filter_alignment
+filter_alignment.py \
+    --input_fasta_file 'test-data/filter_alignment/alignment.fasta' \
+    -o 'filter_alignment_default' \
+    --allowed_gap_frac '0.999999' \
+    --threshold '3.0'
+
+filter_alignment.py \
+    --input_fasta_file 'test-data/filter_alignment/alignment.fasta' \
+    -o 'filter_alignment_without_mask_filter_and_outliers' \
+    --suppress_lane_mask_filter \
+    --allowed_gap_frac '0.999999' \
+    --remove_outliers \
+    --threshold '3.0'
+
+filter_alignment.py \
+    --input_fasta_file 'test-data/filter_alignment/alignment.fasta' \
+    -o 'filter_alignment_entropy' \
+    --allowed_gap_frac '0.999999' \
+    --threshold '3.0' \
+    --entropy_threshold '0.1'
+
+# filter_fasta
+filter_fasta.py \
+    --input_fasta_fp 'test-data/filter_fasta/inseqs.fasta' \
+    --output_fasta_fp 'filter_fasta_otu_map.fasta' \
+    --otu_map 'test-data/filter_fasta/otu_map.txt'
+
+filter_fasta.py \
+    --input_fasta_fp 'test-data/filter_fasta/inseqs.fasta' \
+    --output_fasta_fp 'filter_fasta_otu_map_negate.fasta' \
+    --otu_map 'test-data/filter_fasta/otu_map.txt' \
+    --negate
+
+filter_fasta.py \
+    --input_fasta_fp 'test-data/filter_fasta/inseqs.fasta' \
+    --output_fasta_fp 'filter_fasta_seq_id.fasta' \
+    --seq_id_fp 'test-data/filter_fasta/seqs_to_keep.txt'
+
+filter_fasta.py \
+    --input_fasta_fp 'test-data/filter_fasta/inseqs.fasta' \
+    --output_fasta_fp 'filter_fasta_otu_table.fasta' \
+    --biom_fp 'test-data/filter_fasta/otu_table.biom'
+
+filter_fasta.py \
+    --input_fasta_fp 'test-data/filter_fasta/inseqs.fasta' \
+    --output_fasta_fp 'filter_fasta_subject_fasta.fasta' \
+    --subject_fasta_fp 'test-data/filter_fasta/sl_inseqs.fasta'
+
+filter_fasta.py \
+    --input_fasta_fp 'test-data/filter_fasta/inseqs.fasta' \
+    --output_fasta_fp 'filter_fasta_seq_id_prefix.fasta' \
+    --seq_id_prefix 'S5'
+
+filter_fasta.py \
+    --input_fasta_fp 'test-data/filter_fasta/inseqs.fasta' \
+    --output_fasta_fp 'filter_fasta_sample_id.fasta' \
+    --sample_id_fp 'test-data/filter_fasta/map.txt'
+
+# filter_otus_from_otu_table
+filter_otus_from_otu_table.py \
+    --input_fp 'test-data/filter_otus_from_otu_table/otu_table.biom' \
+    --min_count '2' \
+    --max_count '1000' \
+    --min_samples '5' \
+    --max_samples '350' \
+    --output_fp 'test-data/filter_otus_from_otu_table/filtered_otu_table.biom'
+
+filter_otus_from_otu_table.py \
+    --input_fp 'test-data/filter_otus_from_otu_table/otu_table.biom' \
+    --otu_ids_to_exclude_fp 'test-data/filter_otus_from_otu_table/chimeric_otus.txt' \
+    --output_fp 'test-data/filter_otus_from_otu_table/chimera_filtered_otu_table.biom'
+
+filter_otus_from_otu_table.py \
+    --input_fp 'test-data/filter_otus_from_otu_table/otu_table.biom' \
+    --otu_ids_to_exclude_fp 'test-data/filter_otus_from_otu_table/chimeric_otus.txt' \
+    --negate_ids_to_exclude \
+    --output_fp 'test-data/filter_otus_from_otu_table/chimera_picked_otu_table.biom'
+
+# filter_samples_from_otu_table
+filter_samples_from_otu_table.py \
+    --input_fp 'test-data/filter_samples_from_otu_table/otu_table.biom' \
+    --output_fp 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    --min_count '150'
+biom convert \
+    -i 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_samples_from_otu_table/abundance_min.biom' \
+    --to-json
+rm 'test-data/filter_samples_from_otu_table/tmp.biom'
+
+filter_samples_from_otu_table.py \
+    --input_fp 'test-data/filter_samples_from_otu_table/otu_table.biom' \
+    --output_fp 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    --min_count '0' \
+    --max_count '149'
+biom convert \
+    -i 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_samples_from_otu_table/abundance_max.biom' \
+    --to-json
+rm 'test-data/filter_samples_from_otu_table/tmp.biom'
+
+filter_samples_from_otu_table.py \
+    --input_fp 'test-data/filter_samples_from_otu_table/otu_table.biom' \
+    --output_fp 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    --mapping_fp 'test-data/filter_samples_from_otu_table/map.txt' \
+    --output_mapping_fp 'test-data/filter_samples_from_otu_table/metadata_positive.txt' \
+    -s 'Treatment:Control'
+biom convert \
+    -i 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_samples_from_otu_table/metadata_positive.biom' \
+    --to-json
+rm 'test-data/filter_samples_from_otu_table/tmp.biom'
+
+filter_samples_from_otu_table.py \
+    --input_fp 'test-data/filter_samples_from_otu_table/otu_table.biom' \
+    --output_fp 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    --mapping_fp 'test-data/filter_samples_from_otu_table/map.txt' \
+    -s 'Treatment:*,!Control'
+biom convert \
+    -i 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_samples_from_otu_table/metadata_negative.biom' \
+    --to-json
+rm 'test-data/filter_samples_from_otu_table/tmp.biom'
+
+filter_samples_from_otu_table.py \
+    --input_fp 'test-data/filter_samples_from_otu_table/otu_table.biom' \
+    --output_fp 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    --sample_id_fp 'test-data/filter_samples_from_otu_table/ids.txt'
+biom convert \
+    -i 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_samples_from_otu_table/id_positive.biom' \
+    --to-json
+rm 'test-data/filter_samples_from_otu_table/tmp.biom'
+
+filter_samples_from_otu_table.py \
+    --input_fp 'test-data/filter_samples_from_otu_table/otu_table.biom' \
+    --output_fp 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    --sample_id_fp 'test-data/filter_samples_from_otu_table/ids.txt' \
+    --negate_sample_id_fp
+biom convert \
+    -i 'test-data/filter_samples_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_samples_from_otu_table/id_negative.biom' \
+    --to-json
+rm 'test-data/filter_samples_from_otu_table/tmp.biom'
+
+# filter_taxa_from_otu_table
+filter_taxa_from_otu_table.py \
+    --input_otu_table_fp 'test-data/filter_taxa_from_otu_table/otu_table.biom' \
+    --output_otu_table_fp 'test-data/filter_taxa_from_otu_table/tmp.biom' \
+    --positive_taxa 'p__Bacteroidetes,p__Firmicutes' \
+    --metadata_field 'taxonomy'
+biom convert \
+    -i 'test-data/filter_taxa_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_taxa_from_otu_table/positive_taxa.biom' \
+    --to-json
+rm 'test-data/filter_taxa_from_otu_table/tmp.biom'
+
+filter_taxa_from_otu_table.py \
+    --input_otu_table_fp 'test-data/filter_taxa_from_otu_table/otu_table.biom' \
+    --output_otu_table_fp 'test-data/filter_taxa_from_otu_table/tmp.biom' \
+    --negative_taxa 'p__Bacteroidetes,p__Firmicutes' \
+    --metadata_field 'taxonomy'
+biom convert \
+    -i 'test-data/filter_taxa_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_taxa_from_otu_table/negative_taxa.biom' \
+    --to-json
+rm 'test-data/filter_taxa_from_otu_table/tmp.biom'
+
+filter_taxa_from_otu_table.py \
+    --input_otu_table_fp 'test-data/filter_taxa_from_otu_table/otu_table.biom' \
+    --output_otu_table_fp 'test-data/filter_taxa_from_otu_table/tmp.biom' \
+    --positive_taxa 'p__Firmicutes' \
+    --negative_taxa 'c__Clostridia' \
+    --metadata_field 'taxonomy'
+biom convert \
+    -i 'test-data/filter_taxa_from_otu_table/tmp.biom' \
+    -o 'test-data/filter_taxa_from_otu_table/positive_negative_taxa.biom' \
+    --to-json
+rm 'test-data/filter_taxa_from_otu_table/tmp.biom'
+
+# jackknifed_beta_diversity
+jackknifed_beta_diversity.py \
+    --otu_table_fp 'test-data/jackknifed_beta_diversity/otu_table.biom' \
+    --mapping_fp 'test-data/jackknifed_beta_diversity/map.txt' \
+    -o jackknifed_beta_diversity \
+    --seqs_per_sample '10' \
+    --tree_fp 'test-data/jackknifed_beta_diversity/rep_set.tre' \
+    --master_tree 'consensus' \
+    --parallel
+rm -rf jackknifed_beta_diversity
+
+# make_emperor
+cp 'test-data/core_diversity_analyses/unweighted_unifrac_pc.txt' 'test-data/make_emperor/unweighted_unifrac_pc.txt'
+cp 'test-data/core_diversity_analyses/map.txt' 'test-data/make_emperor/map.txt'
+cp 'test-data/summarize_taxa/2_L3.txt' 'test-data/make_emperor/2_L3.txt'
+
+make_emperor.py \
+    --input_coords 'test-data/make_emperor/unweighted_unifrac_pc.txt' \
+    -o make_emperor_1 \
+    --map_fp 'test-data/make_emperor/map.txt' \
+    --number_of_axes '10' \
+    --add_unique_columns \
+    --number_of_segments 8
+rm -rf make_emperor_1
+
+make_emperor.py \
+    --input_coords 'test-data/make_emperor/unweighted_unifrac_pc.txt' \
+    -o make_emperor_2 \
+    --map_fp 'test-data/make_emperor/map.txt' \
+    --number_of_axes '10' \
+    --add_unique_columns \
+    --number_of_segments 8 \
+    --taxa_fp 'test-data/make_emperor/2_L3.txt' \
+    --n_taxa_to_keep 10
+rm -rf make_emperor_2
+
+# make_otu_heatmap
+make_otu_heatmap.py \
+    --otu_table_fp 'test-data/make_otu_heatmap/otu_table.biom' \
+    --imagetype 'pdf' \
+    --color_scheme "YlGn" \
+    --width "5" \
+    --height "5" \
+    --dpi "200" \
+    --obs_md_category "taxonomy" \
+    --output_fp 'test-data/make_otu_heatmap/basic_heatmap.pdf'
+
+make_otu_heatmap.py \
+    --otu_table_fp 'test-data/make_otu_heatmap/otu_table.biom' \
+    --imagetype 'png' \
+    --color_scheme "YlGn" \
+    --width "5" \
+    --height "5" \
+    --dpi "200" \
+    --obs_md_category "taxonomy" \
+    --output_fp 'test-data/make_otu_heatmap/basic_heatmap.png'
+
+make_otu_heatmap.py \
+    --otu_table_fp 'test-data/make_otu_heatmap/otu_table.biom' \
+    --imagetype 'svg' \
+    --color_scheme "YlGn" \
+    --width "5" \
+    --height "5" \
+    --dpi "200" \
+    --obs_md_category "taxonomy" \
+    --output_fp 'test-data/make_otu_heatmap/basic_heatmap.svg'
+
+make_otu_heatmap.py \
+    --otu_table_fp 'test-data/make_otu_heatmap/otu_table.biom' \
+    --map_fname 'test-data/make_otu_heatmap/mapping_file.txt' \
+    --imagetype 'pdf' \
+    --color_scheme "YlGn" \
+    --width "5" \
+    --height "5" \
+    --dpi "200" \
+    --obs_md_category "taxonomy" \
+    --output_fp 'test-data/make_otu_heatmap/sample_sorted_heatmap.pdf'
+
+make_otu_heatmap.py \
+    --otu_table_fp 'test-data/make_otu_heatmap/otu_table.biom' \
+    --map_fname 'test-data/make_otu_heatmap/mapping_file.txt' \
+    --otu_tree 'test-data/make_otu_heatmap/rep_set.tre' \
+    --imagetype 'pdf' \
+    --color_scheme "YlGn" \
+    --width "5" \
+    --height "5" \
+    --dpi "200" \
+    --obs_md_category "taxonomy" \
+    --output_fp 'test-data/make_otu_heatmap/sample_otu_sorted_heatmap.pdf'
+
+make_otu_heatmap.py \
+    --otu_table_fp 'test-data/make_otu_heatmap/otu_table.biom' \
+    --map_fname 'test-data/make_otu_heatmap/mapping_file.txt' \
+    --category "Treatment" \
+    --imagetype 'pdf' \
+    --color_scheme "YlGn" \
+    --width "5" \
+    --height "5" \
+    --dpi "200" \
+    --obs_md_category "taxonomy" \
+    --output_fp 'test-data/make_otu_heatmap/treatment_sample_sorted_heatmap.pdf'
+
+# make_phylogeny
+make_phylogeny.py \
+    --input_fp 'test-data/make_phylogeny/aligned.fasta' \
+    --result_fp 'test-data/make_phylogeny/fasttree_tree_method_default.tre' \
+    --tree_method 'fasttree' \
+    --log_fp 'fasttree_tree_method_default.txt' \
+    --root_method 'tree_method_default'
+
+make_phylogeny.py \
+    --input_fp 'test-data/make_phylogeny/aligned.fasta' \
+    --result_fp 'raxml_v730.tre' \
+    --tree_method 'raxml_v730' \
+    --log_fp 'raxml_v730.txt' \
+    --root_method 'tree_method_default'
+
+make_phylogeny.py \
+    --input_fp 'test-data/make_phylogeny/aligned.fasta' \
+    --result_fp 'test-data/make_phylogeny/muscle.tre' \
+    --tree_method 'muscle' \
+    --log_fp 'muscle.txt' \
+    --root_method 'tree_method_default'
+
+make_phylogeny.py \
+    --input_fp 'test-data/make_phylogeny/aligned.fasta' \
+    --result_fp 'test-data/make_phylogeny/clustalw.tre' \
+    --tree_method 'clustalw' \
+    --log_fp 'clustalw.txt' \
+    --root_method 'tree_method_default'
+
+make_phylogeny.py \
+    --input_fp 'test-data/make_phylogeny/aligned.fasta' \
+    --result_fp 'clearcut.tre' \
+    --tree_method 'clearcut' \
+    --log_fp 'clearcut.txt' \
+    --root_method 'tree_method_default'
+
+make_phylogeny.py \
+    --input_fp 'test-data/make_phylogeny/aligned.fasta' \
+    --result_fp 'test-data/make_phylogeny/fasttree_midpoint.tre' \
+    --tree_method 'fasttree' \
+    --log_fp 'fasttree_midpoint.txt' \
+    --root_method 'midpoint'
+
+# multiple_join_paired_ends
+multiple_join_paired_ends.py \
+    --input_dir 'test-data/multiple_join_paired_ends/without_barcode/' \
+    --output_dir 'test-data/multiple_join_paired_ends/output_without_barcode' \
+    --read1_indicator 'forward_' \
+    --read2_indicator 'reverse_' \
+    --leading_text '' \
+    --trailing_text ''
+
+#multiple_join_paired_ends.py \
+#    --input_dir 'test-data/multiple_join_paired_ends/without_barcode/' \
+#    --output_dir 'multiple_join_paired_ends_without_barcode_parameter_files' \
+#    --parameter_fp 'test-data/multiple_join_paired_ends/qiime_parameters.txt' \
+#    --read1_indicator '_R1_' \
+#    --read2_indicator '_R2_' \
+#    --leading_text '' \
+#    --trailing_text ''
+
+multiple_join_paired_ends.py \
+    --input_dir 'test-data/multiple_join_paired_ends/with_barcode/' \
+    --output_dir 'test-data/multiple_join_paired_ends/output_with_barcode' \
+    --read1_indicator 'forward_' \
+    --read2_indicator 'reverse_' \
+    --match_barcodes \
+    --barcode_indicator 'barcode_' \
+    --leading_text '' \
+    --trailing_text ''
+
+# multiple_split_libraries_fastq
+multiple_split_libraries_fastq.py \
+    --input_dir 'test-data/multiple_split_libraries_fastq/input' \
+    --output_dir 'multiple_split_libraries_fastq' \
+    --demultiplexing_method 'mapping_barcode_files' \
+    --read_indicator 'reads_' \
+    --barcode_indicator 'barcodes_' \
+    --mapping_indicator 'mapping_' \
+    --mapping_extensions 'txt' \
+    --leading_text '' \
+    --trailing_text '' \
+    --sampleid_indicator '.'
+
+multiple_split_libraries_fastq.py \
+    --input_dir 'test-data/multiple_split_libraries_fastq/input' \
+    --output_dir 'multiple_split_libraries_fastq_with_parameter_file' \
+    --demultiplexing_method 'mapping_barcode_files' \
+    --parameter_fp 'test-data/multiple_split_libraries_fastq/qiime_parameters.txt' \
+    --read_indicator 'reads_' \
+    --barcode_indicator 'barcodes_' \
+    --mapping_indicator 'mapping_' \
+    --mapping_extensions 'txt' \
+    --leading_text '' \
+    --trailing_text '' \
+    --sampleid_indicator '.'
+
+# pick_closed_reference_otus
+pick_closed_reference_otus.py \
+    --input_fp 'test-data/pick_closed_reference_otus/seqs.fna' \
+    --output_dir 'pick_closed_reference_otus' \
+    --reference_fp 'test-data/pick_closed_reference_otus/refseqs.fna' \
+    --taxonomy_fp 'test-data/pick_closed_reference_otus/taxa.txt'
+biom convert \
+    -i 'pick_closed_reference_otus/otu_table.biom' \
+    -o 'test-data/pick_closed_reference_otus/basic_otu_table.biom' \
+    --to-json
+
+pick_closed_reference_otus.py \
+    --input_fp 'test-data/pick_closed_reference_otus/seqs.fna' \
+    --output_dir 'pick_closed_reference_otus_sortmerna' \
+    --reference_fp 'test-data/pick_closed_reference_otus/refseqs.fna' \
+    --taxonomy_fp 'test-data/pick_closed_reference_otus/taxa.txt' \
+    --parameter_fp 'test-data/pick_closed_reference_otus/sortmerna_params.txt'
+biom convert \
+    -i 'pick_closed_reference_otus_sortmerna/otu_table.biom' \
+    -o 'test-data/pick_closed_reference_otus/sortmerna_otu_table.biom' \
+    --to-json
+
+pick_closed_reference_otus.py \
+    --input_fp 'test-data/pick_closed_reference_otus/seqs.fna' \
+    --output_dir 'pick_closed_reference_otus_assign_taxonomy' \
+    --reference_fp 'test-data/pick_closed_reference_otus/refseqs.fna' \
+    --assign_taxonomy
+biom convert \
+    -i 'pick_closed_reference_otus_assign_taxonomy/otu_table.biom' \
+    -o 'test-data/pick_closed_reference_otus/assign_taxonomy_otu_table.biom' \
+    --to-json
+
+pick_closed_reference_otus.py \
+    --input_fp 'test-data/pick_closed_reference_otus/seqs.fna' \
+    --output_dir 'pick_closed_reference_otus_suppress_taxonomy_assignment' \
+    --reference_fp 'test-data/pick_closed_reference_otus/refseqs.fna' \
+    --suppress_taxonomy_assignment
+biom convert \
+    -i 'pick_closed_reference_otus_suppress_taxonomy_assignment/otu_table.biom' \
+    -o 'test-data/pick_closed_reference_otus/suppress_taxonomy_assignment_otu_table.biom' \
+    --to-json
+
+# pick_open_reference_otus
+pick_open_reference_otus.py \
+    --input_fps 'test-data/pick_open_reference_otus/sequences.fasta' \
+    -o pick_open_reference_otus_1 \
+    --reference_fp 'test-data/gg_13_8_79_otus.fasta' \
+    --otu_picking_method 'uclust' \
+    --new_ref_set_id 'New' \
+    --parallel \
+    --percent_subsample '0.001' \
+    --prefilter_percent_id '0.0' \
+    --minimum_failure_threshold '100000' \
+    --min_otu_size '2'
+cp pick_open_reference_otus_1/final_otu_map.txt 'test-data/pick_open_reference_otus/1_final_otu_map.txt'
+cp pick_open_reference_otus_1/final_otu_map_mc*.txt 'test-data/pick_open_reference_otus/1_final_otu_map_mc.txt'
+cp pick_open_reference_otus_1/rep_set.tre 'test-data/pick_open_reference_otus/1_rep_set_tree.tre'
+rm -rf pick_open_reference_otus_1
+
+pick_open_reference_otus.py \
+    --input_fps 'test-data/pick_open_reference_otus/sequences.fasta' \
+    -o pick_open_reference_otus_2 \
+    --reference_fp 'test-data/gg_13_8_79_otus.fasta' \
+    --otu_picking_method 'uclust' \
+    --new_ref_set_id 'New' \
+    --parallel \
+    --percent_subsample '0.001' \
+    --prefilter_percent_id '0.0' \
+    --minimum_failure_threshold '100000' \
+    --min_otu_size '3' \
+    --suppress_taxonomy_assignment \
+    --suppress_align_and_tree
+cp pick_open_reference_otus_2/final_otu_map.txt 'test-data/pick_open_reference_otus/2_final_otu_map.txt'
+cp pick_open_reference_otus_2/final_otu_map_mc*.txt 'test-data/pick_open_reference_otus/2_final_otu_map_mc.txt'
+rm -rf pick_open_reference_otus_2
+
+pick_open_reference_otus.py \
+    --input_fps 'test-data/pick_open_reference_otus/sequences.fasta' \
+    -o pick_open_reference_otus_3 \
+    --reference_fp 'test-data/gg_13_8_79_otus.fasta' \
+    --otu_picking_method 'uclust' \
+    --new_ref_set_id 'New' \
+    --parallel \
+    --percent_subsample '0.001' \
+    --prefilter_percent_id '0.0' \
+    --minimum_failure_threshold '100000' \
+    --min_otu_size '10' \
+    --suppress_taxonomy_assignment
+cp pick_open_reference_otus_3/final_otu_map.txt 'test-data/pick_open_reference_otus/3_final_otu_map.txt'
+cp pick_open_reference_otus_3/final_otu_map_mc*.txt 'test-data/pick_open_reference_otus/3_final_otu_map_mc.txt'
+cp pick_open_reference_otus_3/rep_set.tre 'test-data/pick_open_reference_otus/3_rep_set_tree.tre'
+rm -rf pick_open_reference_otus_3
+
+# pick_otus
+pick_otus.py \
+    -i 'test-data/pick_otus/seqs.fna' \
+    -o 'pick_otus_uclust' \
+    --otu_picking_method 'uclust' \
+    --similarity "0.97" \
+    --denovo_otu_id_prefix "denovo" \
+    --max_accepts "1" \
+    --max_rejects "8" \
+    --stepwords "8" \
+    --word_length "8" \
+    --non_chimeras_retention "union"
+
+pick_otus.py \
+    -i 'test-data/pick_otus/seqs.fna' \
+    -o 'pick_otus_sortmerna' \
+    --otu_picking_method "sortmerna" \
+    --refseqs_fp "test-data/pick_otus/refseqs.fasta" \
+    --sortmerna_e_value "1" \
+    --sortmerna_coverage "0.97" \
+    --sortmerna_tabular \
+    --sortmerna_best_N_alignments "1" \
+    --sortmerna_max_pos "10000" \
+    --similarity "0.97" \
+    --non_chimeras_retention "union"
+
+#pick_otus.py \
+#    -i 'test-data/pick_otus/seqs.fna' \
+#    -o 'pick_otus_mothur' \
+#    --otu_picking_method "mothur" \
+#    --clustering_algorithm "furthest" \
+#    --non_chimeras_retention "union"
+
+pick_otus.py \
+    -i 'test-data/pick_otus/seqs.fna' \
+    -o 'pick_otus_trie' \
+    --otu_picking_method "trie" \
+    --non_chimeras_retention "union"
+
+pick_otus.py \
+    -i 'test-data/pick_otus/seqs.fna' \
+    -o 'pick_otus_uclust_ref' \
+    --otu_picking_method "uclust_ref" \
+    --refseqs_fp "test-data/pick_otus/refseqs.fasta" \
+    --similarity "0.97" \
+    --max_accepts "1" \
+    --max_rejects "8" \
+    --stepwords "8" \
+    --word_length "8" \
+    --non_chimeras_retention "union"
+
+#pick_otus.py \
+#    -i 'test-data/pick_otus/seqs.fna' \
+#    -o 'pick_otus_blast' \
+#    --otu_picking_method "blast" \
+#    --refseqs_fp "test-data/pick_otus/refseqs.fasta" \
+#    --similarity "0.97" \
+#    --max_e_value_blast "1e-10" \
+#    --min_aligned_percent "0.5" \
+#    --non_chimeras_retention "union"
+
+# pick_otus.py \
+#     -i 'test-data/pick_otus/seqs.fna' \
+#     -o 'pick_otus_sumaclust' \
+#     --otu_picking_method "sumaclust" \
+#     --similarity "0.97" \
+#     --sumaclust_l \
+#     --denovo_otu_id_prefix "denovo" \
+#     --non_chimeras_retention "union"
+
+pick_otus.py \
+    -i 'test-data/pick_otus/seqs.fna' \
+    -o 'pick_otus_swarm' \
+    --otu_picking_method "swarm" \
+    --denovo_otu_id_prefix "denovo" \
+    --swarm_resolution "1" \
+    --non_chimeras_retention "union"
+
+pick_otus.py \
+    -i 'test-data/pick_otus/seqs.fna' \
+    -o 'pick_otus_prefix_suffix' \
+    --otu_picking_method "prefix_suffix" \
+    --prefix_length "50" \
+    --suffix_length "50" \
+    --non_chimeras_retention "union"
+
+pick_otus.py \
+    -i 'test-data/pick_otus/seqs.fna' \
+    -o 'pick_otus_cdhit' \
+    --otu_picking_method "cdhit" \
+    --similarity "0.97" \
+    --non_chimeras_retention "union"
+
+pick_otus.py \
+    -i 'test-data/pick_otus/seqs.fna' \
+    -o 'pick_otus_uclust_intersection' \
+    --otu_picking_method "uclust" \
+    --similarity "0.97" \
+    --denovo_otu_id_prefix "denovo" \
+    --max_accepts "1" \
+    --max_rejects "8" \
+    --stepwords "8" \
+    --word_length "8" \
+    --non_chimeras_retention "intersection"
+
+# pick_rep_set
+pick_rep_set.py \
+    --input_file 'test-data/pick_rep_set/seqs_otus.txt' \
+    --fasta_file 'test-data/pick_rep_set/seqs.fna' \
+    --rep_set_picking_method 'first' \
+    --sort_by 'otu' \
+    --result_fp 'test-data/pick_rep_set/first_otu_fasta.fasta' \
+    --log_fp 'test-data/pick_rep_set/first_otu_fasta.txt'
+
+pick_rep_set.py \
+    --input_file 'test-data/pick_rep_set/seqs_otus.txt' \
+    --fasta_file 'test-data/pick_rep_set/seqs.fna' \
+    --reference_seqs_fp 'test-data/pick_rep_set/refseqs.fasta' \
+    --rep_set_picking_method 'first' \
+    --sort_by 'otu' \
+    --result_fp 'test-data/pick_rep_set/first_otu_fasta_ref.fasta' \
+    --log_fp 'test-data/pick_rep_set/first_otu_fasta_ref.txt'
+
+pick_rep_set.py \
+    --input_file 'test-data/pick_rep_set/seqs_otus.txt' \
+    --fasta_file 'test-data/pick_rep_set/seqs.fna' \
+    --rep_set_picking_method 'longest' \
+    --sort_by 'otu' \
+    --result_fp 'test-data/pick_rep_set/longest_otu_fasta.fasta' \
+    --log_fp 'test-data/pick_rep_set/longest_otu_fasta.txt'
+
+pick_rep_set.py \
+    --input_file 'test-data/pick_rep_set/seqs_otus.txt' \
+    --fasta_file 'test-data/pick_rep_set/seqs.fna' \
+    --rep_set_picking_method 'most_abundant' \
+    --sort_by 'otu' \
+    --result_fp 'test-data/pick_rep_set/most_abundant_otu_fasta.fasta' \
+    --log_fp 'test-data/pick_rep_set/most_abundant_otu_fasta.txt'
+
+pick_rep_set.py \
+    --input_file 'test-data/pick_rep_set/seqs_otus.txt' \
+    --fasta_file 'test-data/pick_rep_set/seqs.fna' \
+    --rep_set_picking_method 'random' \
+    --sort_by 'otu' \
+    --result_fp 'test-data/pick_rep_set/random_otu_fasta.fasta' \
+    --log_fp 'test-data/pick_rep_set/random_otu_fasta.txt'
+
+pick_rep_set.py \
+    --input_file 'test-data/pick_rep_set/seqs_otus.txt' \
+    --fasta_file 'test-data/pick_rep_set/seqs.fna' \
+    --rep_set_picking_method 'first' \
+    --sort_by 'seq_id' \
+    --result_fp 'test-data/pick_rep_set/first_seq_id_fasta.fasta' \
+    --log_fp 'test-data/pick_rep_set/first_seq_id_fasta.txt'
+
+# plot_taxa_summary
+plot_taxa_summary.py \
+   --counts_fname 'test-data/plot_taxa_summary/phylum.txt' \
+   --dir_path 'test-data/plot_taxa_summary/phylum' \
+   --labels 'phylum' \
+   --num_categories '20' \
+   --background_color 'white' \
+   --dpi '80' \
+   --x_width '12' \
+   --y_height '12' \
+   --bar_width '0.75' \
+   --type_of_file 'png' \
+   --chart_type 'area,bar,pie' \
+   --resize_nth_label '0' \
+   --label_type 'categorical'
+
+plot_taxa_summary.py \
+   --counts_fname 'test-data/plot_taxa_summary/phylum.txt,test-data/plot_taxa_summary/class.txt,test-data/plot_taxa_summary/genus.txt' \
+   --dir_path 'test-data/plot_taxa_summary/phylum_class_genus' \
+   --labels 'Phylum,Class,Genus' \
+   --num_categories '20' \
+   --background_color 'white' \
+   --dpi '80' \
+   --x_width '12' \
+   --y_height '12' \
+   --bar_width '0.75' \
+   --type_of_file 'png' \
+   --chart_type 'area,bar,pie' \
+   --resize_nth_label '0' \
+   --label_type 'categorical'
+
+plot_taxa_summary.py \
+   --counts_fname 'test-data/plot_taxa_summary/class.txt' \
+   --dir_path 'test-data/plot_taxa_summary/class' \
+   --labels 'Class' \
+   --num_categories '10' \
+   --background_color 'white' \
+   --dpi '80' \
+   --x_width '12' \
+   --y_height '12' \
+   --bar_width '0.75' \
+   --chart_type 'pie' \
+   --type_of_file 'svg' \
+   --include_html_legend \
+   --resize_nth_label '0' \
+   --label_type 'categorical'
+
+plot_taxa_summary.py \
+   --counts_fname 'test-data/plot_taxa_summary/class.txt' \
+   --dir_path 'test-data/plot_taxa_summary/class_colorby' \
+   --labels 'Class' \
+   --num_categories '20' \
+   --colorby 'PC.636,PC.635' \
+   --background_color 'white' \
+   --dpi '80' \
+   --x_width '12' \
+   --y_height '12' \
+   --bar_width '0.75' \
+   --type_of_file 'pdf' \
+   --chart_type 'area,bar,pie' \
+   --resize_nth_label '0' \
+   --label_type 'categorical'
+
+# split_libraries
+split_libraries.py \
+    --map 'test-data/split_libraries/mapping_file.txt' \
+    -o split_libraries \
+    --fasta 'test-data/split_libraries/reads_1.fna,test-data/split_libraries/reads_2.fna' \
+    --qual 'test-data/split_libraries/reads_1.qual,test-data/split_libraries/reads_2.qual' \
+    --min_qual_score 25 \
+    --qual_score_window 0 \
+    --record_qual_scores \
+    --min_seq_length 200 \
+    --max_seq_length 1000 \
+    --max_ambig 6 \
+    --max_homopolymer 6 \
+    --max_primer_mismatch 0 \
+    --barcode_type 'golay_12' \
+    --max_barcode_errors 1.5 \
+    --start_numbering_at 1
+cp split_libraries/seqs.fna 'test-data/split_libraries/seqs.fna'
+cp split_libraries/split_library_log.txt 'test-data/split_libraries/split_library_log'
+cp split_libraries/histograms.txt 'test-data/split_libraries/histograms.txt'
+cp split_libraries/seqs_filtered.qual 'test-data/split_libraries/seqs_filtered.qual'
+rm -rf split_libraries
+
+# split_libraries_fastq
+split_libraries_fastq.py \
+    --sequence_read_fps 'test-data/split_libraries_fastq/forward_reads.fastq' \
+    -o split_libraries \
+    --mapping_fps 'test-data/map.tsv' \
+    --barcode_read_fps 'test-data/split_libraries_fastq/barcodes.fastq' \
+    --store_qual_scores \
+    --store_demultiplexed_fastq \
+    --max_bad_run_length 3 \
+    --min_per_read_length_fraction 0.75 \
+    --sequence_max_n 0 \
+    --start_seq_id 0 \
+    --barcode_type 'golay_12' \
+    --max_barcode_errors 1.5
+cp split_libraries/histograms.txt 'test-data/split_libraries_fastq/histograms.tabular'
+cp split_libraries/seqs.fna 'test-data/split_libraries_fastq/sequences.fasta'
+cp split_libraries/seqs.qual 'test-data/split_libraries_fastq/sequence_qualities.qual'
+cp split_libraries/seqs.fastq 'test-data/split_libraries_fastq/demultiplexed_sequences.fastq'
+rm -rf split_libraries
+
+# summarize_taxa
+cp 'test-data/core_diversity_analyses/otu_table.biom' 'test-data/summarize_taxa/otu_table.biom'
+cp 'test-data/core_diversity_analyses/map.txt' 'test-data/summarize_taxa/map.txt'
+
+summarize_taxa.py \
+    -i 'test-data/summarize_taxa/otu_table.biom' \
+    -o summarize_taxa_1 \
+    -L '2,3,4,5,6' \
+    -m 'test-data/summarize_taxa/map.txt' \
+    --md_identifier "taxonomy" \
+    --delimiter ";"
+cp summarize_taxa_1/*_L2.txt "test-data/summarize_taxa/1_L2.txt"
+cp summarize_taxa_1/*_L3.txt "test-data/summarize_taxa/1_L3.txt"
+cp summarize_taxa_1/*_L4.txt "test-data/summarize_taxa/1_L4.txt"
+cp summarize_taxa_1/*_L5.txt "test-data/summarize_taxa/1_L5.txt"
+cp summarize_taxa_1/*_L6.txt "test-data/summarize_taxa/1_L6.txt"
+rm -rf summarize_taxa_1
+
+summarize_taxa.py \
+    -i 'test-data/summarize_taxa/otu_table.biom' \
+    -o summarize_taxa_2 \
+    -L '3,6' \
+    --md_identifier "taxonomy" \
+    --delimiter ";"
+cp summarize_taxa_2/*_L3.txt "test-data/summarize_taxa/2_L3.txt"
+cp summarize_taxa_2/*_L6.txt "test-data/summarize_taxa/2_L6.txt"
+rm -rf summarize_taxa_2
+
+# summarize_taxa_through_plots
+summarize_taxa_through_plots.py \
+    --otu_table_fp 'test-data/summarize_taxa_through_plots/otu_table.biom' \
+    --output_dir summarize_taxa_through_plots_mapping \
+    --mapping_fp 'test-data/summarize_taxa_through_plots/Fasting_Map.txt'
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping/otu_table_L2.biom' \
+    -o 'summarize_taxa_through_plots_mapping/otu_table_L2_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping/otu_table_L3.biom' \
+    -o 'summarize_taxa_through_plots_mapping/otu_table_L3_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping/otu_table_L4.biom' \
+    -o 'summarize_taxa_through_plots_mapping/otu_table_L4_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping/otu_table_L5.biom' \
+    -o 'summarize_taxa_through_plots_mapping/otu_table_L5_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping/otu_table_L6.biom' \
+    -o 'summarize_taxa_through_plots_mapping/otu_table_L6_json.biom' \
+    --to-json
+cp summarize_taxa_through_plots_mapping/*.txt test-data/summarize_taxa_through_plots/mapping/
+cp summarize_taxa_through_plots_mapping/*_json.biom test-data/summarize_taxa_through_plots/mapping/
+cp summarize_taxa_through_plots_mapping/taxa_summary_plots/area_charts.html 'test-data/summarize_taxa_through_plots/mapping/area_charts.html'
+cp summarize_taxa_through_plots_mapping/taxa_summary_plots/bar_charts.html 'test-data/summarize_taxa_through_plots/mapping/bar_charts.html'
+
+summarize_taxa_through_plots.py \
+    --otu_table_fp 'test-data/summarize_taxa_through_plots/otu_table.biom' \
+    --output_dir summarize_taxa_through_plots_mapping_categories \
+    --mapping_fp 'test-data/summarize_taxa_through_plots/Fasting_Map.txt' \
+    --mapping_category 'Treatment'
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L2.biom' \
+    -o 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L2_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L3.biom' \
+    -o 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L3_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L4.biom' \
+    -o 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L4_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L5.biom' \
+    -o 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L5_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L6.biom' \
+    -o 'summarize_taxa_through_plots_mapping_categories/Treatment_otu_table_L6_json.biom' \
+    --to-json
+cp summarize_taxa_through_plots_mapping_categories/*.txt test-data/summarize_taxa_through_plots/mapping_categories/
+cp summarize_taxa_through_plots_mapping_categories/*_json.biom test-data/summarize_taxa_through_plots/mapping_categories/
+cp summarize_taxa_through_plots_mapping_categories/taxa_summary_plots/area_charts.html 'test-data/summarize_taxa_through_plots/mapping_categories/area_charts.html'
+cp summarize_taxa_through_plots_mapping_categories/taxa_summary_plots/bar_charts.html 'test-data/summarize_taxa_through_plots/mapping_categories/bar_charts.html'
+
+summarize_taxa_through_plots.py \
+    --otu_table_fp 'test-data/summarize_taxa_through_plots/otu_table.biom' \
+    --output_dir summarize_taxa_through_plots_mapping_sort \
+    --mapping_fp 'test-data/summarize_taxa_through_plots/Fasting_Map.txt' \
+    --sort
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L2.biom' \
+    -o 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L2_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L3.biom' \
+    -o 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L3_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L4.biom' \
+    -o 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L4_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L5.biom' \
+    -o 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L5_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L6.biom' \
+    -o 'summarize_taxa_through_plots_mapping_sort/otu_table_sorted_L6_json.biom' \
+    --to-json
+cp summarize_taxa_through_plots_mapping_sort/*.txt test-data/summarize_taxa_through_plots/mapping_sort/
+cp summarize_taxa_through_plots_mapping_sort/*_json.biom test-data/summarize_taxa_through_plots/mapping_sort/
+cp summarize_taxa_through_plots_mapping_sort/taxa_summary_plots/area_charts.html 'test-data/summarize_taxa_through_plots/mapping_sort/area_charts.html'
+cp summarize_taxa_through_plots_mapping_sort/taxa_summary_plots/bar_charts.html 'test-data/summarize_taxa_through_plots/mapping_sort/bar_charts.html'
+
+summarize_taxa_through_plots.py \
+    --otu_table_fp 'test-data/summarize_taxa_through_plots/otu_table.biom' \
+    --output_dir summarize_taxa_through_plots_without_mapping
+biom convert \
+    -i 'summarize_taxa_through_plots_without_mapping/otu_table_L2.biom' \
+    -o 'summarize_taxa_through_plots_without_mapping/otu_table_L2_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_without_mapping/otu_table_L3.biom' \
+    -o 'summarize_taxa_through_plots_without_mapping/otu_table_L3_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_without_mapping/otu_table_L4.biom' \
+    -o 'summarize_taxa_through_plots_without_mapping/otu_table_L4_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_without_mapping/otu_table_L5.biom' \
+    -o 'summarize_taxa_through_plots_without_mapping/otu_table_L5_json.biom' \
+    --to-json
+biom convert \
+    -i 'summarize_taxa_through_plots_without_mapping/otu_table_L6.biom' \
+    -o 'summarize_taxa_through_plots_without_mapping/otu_table_L6_json.biom' \
+    --to-json
+cp summarize_taxa_through_plots_without_mapping/*.txt test-data/summarize_taxa_through_plots/without_mapping/
+cp summarize_taxa_through_plots_without_mapping/*_json.biom test-data/summarize_taxa_through_plots/without_mapping/
+cp summarize_taxa_through_plots_without_mapping/taxa_summary_plots/area_charts.html 'test-data/summarize_taxa_through_plots/without_mapping/area_charts.html'
+cp summarize_taxa_through_plots_without_mapping/taxa_summary_plots/bar_charts.html 'test-data/summarize_taxa_through_plots/without_mapping/bar_charts.html'
+
+# upgma_cluster
+upgma_cluster.py \
+    --input_path 'test-data/upgma_cluster/' \
+    --output_path 'test-data/upgma_cluster/'
+
+# validate_mapping_file
+validate_mapping_file.py \
+    -m 'test-data/validate_mapping_file/map.tsv' \
+    -o validate_mapping_file_output \
+    -c '_'
+cp validate_mapping_file_output/*.html 'test-data/validate_mapping_file/map.tsv.html'
+cp validate_mapping_file_output/*.log 'test-data/validate_mapping_file/map.tsv.log'
+cp validate_mapping_file_output/*corrected.txt 'test-data/validate_mapping_file/map.tsv_corrected.txt'
+rm -rf validate_mapping_file_output
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+