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-rw-r--r--gn3/computations/partial_correlations.py27
1 files changed, 27 insertions, 0 deletions
diff --git a/gn3/computations/partial_correlations.py b/gn3/computations/partial_correlations.py
index e73edfd..4ba2ba4 100644
--- a/gn3/computations/partial_correlations.py
+++ b/gn3/computations/partial_correlations.py
@@ -157,3 +157,30 @@ def batch_computed_tissue_correlation(
`web.webqtl.correlation.correlationFunction.batchCalTissueCorr`"""
raise Exception("Not implemented!")
return ({}, {})
+
+def correlations_of_all_tissue_traits(
+ primary_trait_symbol_value_dict: dict, symbol_value_dict: dict,
+ method: str) -> Tuple[dict, dict]:
+ """
+ Computes and returns the correlation of all tissue traits.
+
+ This is a migration of the
+ `web.webqtl.correlation.correlationFunction.calculateCorrOfAllTissueTrait`
+ function in GeneNetwork1.
+ """
+ # The section below existed in the original function, but with the migration
+ # and the proposed rework (in the near future), the values from the database
+ # should be passed into this function, rather than have the function fetch
+ # the data for itself.
+ # ---------------------------------------------------
+ # primary_trait_symbol_value_dict = fetch_gene_symbol_tissue_value_dict_for_trait(
+ # (trait_symbol,), probeset_freeze_id, conn)
+ # primary_trait_values = primary_trait_symbol_value_dict.vlaues()[0]
+ # symbol_value_dict = fetch_gene_symbol_tissue_value_dict_for_trait(
+ # tuple(), probeset_freeze_id, conn)
+ # ---------------------------------------------------
+ # We might end up actually getting rid of this function all together as the
+ # rework is done.
+ primary_trait_values = primary_trait_symbol_value_dict.values()[0]
+ return batch_computed_tissue_correlation(
+ primary_trait_values, symbol_value_dict, method)