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refactor: split out CLI between two files
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Original file line number | Diff line number | Diff line change |
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import logging | ||
from pathlib import Path | ||
from typing import Annotated | ||
|
||
import ldsc.scripts.ldsc | ||
import ldsc.scripts.munge_sumstats | ||
import typer | ||
|
||
logger = logging.getLogger("rich") | ||
|
||
app = typer.Typer( | ||
add_completion=False, context_settings={"help_option_names": ["-h", "--help"]} | ||
) | ||
|
||
|
||
@app.command(name="munge") | ||
def ldsc_munge( | ||
gwas_path: Annotated[ | ||
Path, | ||
typer.Argument( | ||
exists=True, help="Path to GWAS summary statistics", show_default=False | ||
), | ||
], | ||
output_file: Annotated[ | ||
Path, | ||
typer.Option("--out", help="Path to output file", show_default=False), | ||
], | ||
snp_col: Annotated[str, typer.Option("--snp", help="Name of SNP column")] = "ID", | ||
a1_col: Annotated[ | ||
str, typer.Option("--a1", help="Name of effect allele column") | ||
] = "A1", | ||
a2_col: Annotated[ | ||
str, typer.Option("--a2", help="Name of non-effect allele column") | ||
] = "OMITTED", | ||
sample_size_col: Annotated[ | ||
str, typer.Option("--sample-size", help="Name of sample size column") | ||
] = "OBS_CT", | ||
p_col: Annotated[str, typer.Option("--p", help="Name of p-value column")] = "P", | ||
signed_sumstat_col: Annotated[ | ||
str, | ||
typer.Option( | ||
"--signed-sumstat", help="Name of signed sumstat column (e.g. Z, OR)" | ||
), | ||
] = "T_STAT", | ||
signed_sumstat_null: Annotated[ | ||
float, | ||
typer.Option( | ||
"--signed-sumstat-null", help="Null value for the signed sumstat column" | ||
), | ||
] = 0.0, | ||
) -> None: | ||
"""Process a GWAS summary statistics file using LDSC.""" | ||
args = ldsc.scripts.munge_sumstats.parser.parse_args( | ||
[ | ||
"--sumstats", | ||
gwas_path.as_posix(), | ||
"--out", | ||
output_file.as_posix(), | ||
"--snp", | ||
snp_col, | ||
"--a1", | ||
a1_col, | ||
"--a2", | ||
a2_col, | ||
"--N-col", | ||
sample_size_col, | ||
"--p", | ||
p_col, | ||
"--signed-sumstats", | ||
f"{signed_sumstat_col},{signed_sumstat_null}", | ||
] | ||
) | ||
ldsc.scripts.munge_sumstats.munge_sumstats(args) | ||
|
||
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@app.command(name="rg") | ||
def ldsc_rg( | ||
gwas_paths: Annotated[ | ||
list[Path], | ||
typer.Argument( | ||
exists=True, | ||
help="Path to munged GWAS summary statistics", | ||
), | ||
], | ||
tag_file: Annotated[ | ||
str, | ||
typer.Option("--tagfile", exists=True, help="Path to tag file or directory"), | ||
], | ||
output_stem: Annotated[ | ||
Path, | ||
typer.Option("--out", help="Path to output file"), | ||
], | ||
) -> None: | ||
"""Compute genetic covariances using LDSC.""" | ||
args = ldsc.scripts.ldsc.parser.parse_args( | ||
[ | ||
"--rg", | ||
",".join(p.as_posix() for p in gwas_paths), | ||
"--ref-ld-chr", | ||
tag_file, | ||
"--w-ld-chr", | ||
tag_file, | ||
"--out", | ||
output_stem.as_posix(), | ||
] | ||
) | ||
ldsc.scripts.ldsc.main(args) |
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