"""Endpoints for running correlations""" from unittest import mock from flask import jsonify from flask import Blueprint from flask import request from gn3.computations.correlations import compute_all_sample_correlation from gn3.computations.correlations import compute_all_lit_correlation from gn3.computations.correlations import compute_all_tissue_correlation correlation = Blueprint("correlation", __name__) @correlation.route("/sample_r/", methods=["POST"]) def compute_sample_r(corr_method="pearson"): """Correlation endpoint for computing sample r correlations\ api expects the trait data with has the trait and also the\ target_dataset data """ correlation_input = request.get_json() # xtodo move code below to compute_all_sampl correlation this_trait_data = correlation_input.get("this_trait") target_datasets = correlation_input.get("target_dataset") correlation_results = compute_all_sample_correlation(corr_method=corr_method, this_trait=this_trait_data, target_dataset=target_datasets) return jsonify({ "corr_results": correlation_results }) @correlation.route("/lit_corr//", methods=["POST"]) def compute_lit_corr(species=None, gene_id=None): """Api endpoint for doing lit correlation.results for lit correlation\ are fetched from the database this is the only case where the db\ might be needed for actual computing of the correlation results """ database_instance = mock.Mock() target_traits_gene_ids = request.get_json() lit_corr_results = compute_all_lit_correlation( database_instance=database_instance, trait_lists=target_traits_gene_ids, species=species, gene_id=gene_id) return jsonify(lit_corr_results) @correlation.route("/tissue_corr/", methods=["POST"]) def compute_tissue_corr(corr_method="pearson"): """Api endpoint fr doing tissue correlation""" tissue_input_data = request.get_json() primary_tissue_dict = tissue_input_data["primary_tissue"] target_tissues_dict_list = tissue_input_data["target_tissues"] results = compute_all_tissue_correlation(primary_tissue_dict=primary_tissue_dict, target_tissues_dict_list=target_tissues_dict_list, corr_method=corr_method) return jsonify(results)