From 95d2b868adebbc7ebbc2435f9184c30c014ec513 Mon Sep 17 00:00:00 2001
From: Frederick Muriuki Muriithi
Date: Wed, 3 Jan 2024 16:41:33 +0300
Subject: Parse founder_geno files. Generalise parsing files.

* Add tests for parsing "founder_geno" files
* Extract common file parsing structure out to more general function
* Use generic function to parse "founder_geno" file in test
---
 r_qtl/r_qtl2.py | 54 ++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 54 insertions(+)

(limited to 'r_qtl')

diff --git a/r_qtl/r_qtl2.py b/r_qtl/r_qtl2.py
index 2256609..4dac24b 100644
--- a/r_qtl/r_qtl2.py
+++ b/r_qtl/r_qtl2.py
@@ -105,6 +105,35 @@ def with_transposed(zfile: ZipFile,
         except StopIteration:
             pass
 
+def make_process_data_geno(cdata) -> tuple[
+        Callable[[dict], dict],
+        Callable[[str, tuple[str, ...], tuple[str, ...]],
+                 tuple[dict, ...]]]:
+    """Build functions to process genotype data."""
+    def replace_genotype_codes(val):
+        return cdata["genotypes"].get(val, val)
+
+    def replace_na_strings(val):
+        nastrings = cdata.get("na.strings")
+        if bool(nastrings):
+            return (None if val in nastrings else val)
+        return val
+    def __non_transposed__(row: dict) -> dict:
+        return {
+            key: thread_op(value, replace_genotype_codes, replace_na_strings)
+            for key,value in row.items()
+        }
+    def __transposed__(id_key: str,
+                       ids: tuple[str, ...],
+                       vals: tuple[str, ...]) -> tuple[dict, ...]:
+        return tuple(
+            dict(zip(
+                [id_key, vals[0]],
+                (thread_op(item, replace_genotype_codes, replace_na_strings)
+                 for item in items)))
+            for items in zip(ids, vals[1:]))
+    return (__non_transposed__, __transposed__)
+
 def genotype_data(zfile: ZipFile, cdata: dict) -> Iterator[dict]:
     """Load the genotype file, making use of the control data."""
     def replace_genotype_codes(val):
@@ -176,3 +205,28 @@ def phenotype_data(zfile: ZipFile, cdata: dict) -> Iterator[dict]:
                      for items in zip(ids, vals[1:]))
     for row in with_transposed(zfile, "pheno", cdata, __merge__):
         yield row
+
+def __default_process_value_transposed__(
+        id_key: str,
+        ids: tuple[str, ...],
+        vals: tuple[str, ...]) -> tuple[dict, ...]:
+    """Default values processor for transposed files."""
+    return tuple(
+        dict(zip([id_key, vals[0]], items)) for items in zip(ids, vals[1:]))
+
+def file_data(zfile: ZipFile,
+              member_key: str,
+              cdata: dict,
+              process_value: Callable[[dict], dict] = lambda val: val,
+              process_transposed_value: Callable[
+                  [str, tuple[str, ...], tuple[str, ...]],
+                  tuple[dict, ...]] = __default_process_value_transposed__) -> Iterator[dict]:
+    """Load data from files in R/qtl2 zip bundle."""
+    if not cdata.get(f"{member_key}_transposed", False):
+        for row in with_non_transposed(zfile, member_key, cdata, process_value):
+            yield row
+        return
+
+    for row in with_transposed(
+            zfile, member_key, cdata, process_transposed_value):
+        yield row
-- 
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