diff options
Diffstat (limited to 'gn3')
| -rw-r--r-- | gn3/computations/rust_correlation.py | 32 |
1 files changed, 23 insertions, 9 deletions
diff --git a/gn3/computations/rust_correlation.py b/gn3/computations/rust_correlation.py index 07e0e56..db357fe 100644 --- a/gn3/computations/rust_correlation.py +++ b/gn3/computations/rust_correlation.py @@ -45,7 +45,9 @@ def generate_json_file( return (output_file, tmp_json_file) -def run_correlation(dataset, trait_vals: str, method: str, delimiter: str): +def run_correlation( + dataset, trait_vals: str, method: str, delimiter: str, + corr_type: str = "sample", top_n: int = 500): """entry function to call rust correlation""" (tmp_dir, tmp_file) = generate_input_files(dataset) (output_file, json_file) = generate_json_file( @@ -53,19 +55,31 @@ def run_correlation(dataset, trait_vals: str, method: str, delimiter: str): x_vals=trait_vals) command_list = [CORRELATION_COMMAND, json_file, TMPDIR] subprocess.run(command_list, check=True) - return parse_correlation_output(output_file, 500) + return parse_correlation_output(output_file, corr_type, top_n) -def parse_correlation_output(result_file: str, top_n: int = 500) -> list[dict]: + +def parse_correlation_output(result_file: str, + corr_type: str, top_n: int = 500) -> dict: """parse file output """ def __parse_line__(line): (trait_name, corr_coeff, p_val, num_overlap) = line.rstrip().split(",") - return { - trait_name: { - "num_overlap": num_overlap, - "corr_coefficient": corr_coeff, - "p_value": p_val - }} + if corr_type == "sample": + return { + trait_name: { + "num_overlap": num_overlap, + "corr_coefficient": corr_coeff, + "p_value": p_val + } + } + if corr_type == "tissue": + return { + trait_name: { + "tissue_corr": corr_coeff, + "tissue_number": num_overlap, + "tissue_p_val": p_val + } + } with open(result_file, "r", encoding="utf-8") as file_reader: return [ |