1 files changed, 57 insertions, 3 deletions
diff --git a/quality_control/parsing.py b/quality_control/parsing.py
index 52124f9..eda9181 100644
--- a/quality_control/parsing.py
+++ b/quality_control/parsing.py
@@ -1,12 +1,66 @@
+import csv
+
 from enum import Enum
 
 import quality_control.average as avg
 import quality_control.standard_error as se
-from quality_control.errors import InvalidCellValue, InvalidHeaderValue
+from quality_control.headers import valid_header
+from quality_control.errors import (
+    ParseError, InvalidCellValue, InvalidHeaderValue)
 
 class FileType(Enum):
     AVERAGE = 1
     STANDARD_ERROR = 2
 
-def parse_file(filepath: str, filetype: FileType):
-    pass
+def parse_strains(filepath):
+    with open(filepath) as strains_file:
+        reader = csv.DictReader(
+            strains_file,
+            fieldnames=[
+                header.strip() for header
+                in strains_file.readline().split("\t")],
+            delimiter="\t")
+        for row in reader:
+            yield {
+                key: (value if value != "\\N" else None)
+                for key, value in row.items()
+            }
+
+def __parse_header(line, strains):
+    return valid_header(
+        strains,
+        tuple(header.strip() for header in line.split("\t")))
+
+def __parse_average_line(line):
+    return (line[0],) + tuple(avg.valid_value(field) for field in line[1:])
+
+def __parse_standard_error_line(line):
+    return (line[0],) + tuple(se.valid_value(field) for field in line[1:])
+
+LINE_PARSERS = {
+    FileType.AVERAGE: __parse_average_line,
+    FileType.STANDARD_ERROR: __parse_standard_error_line
+}
+
+def parse_file(filepath: str, filetype: FileType, strains_filepath: str):
+    seek_pos = 0
+    try:
+        with open(filepath, encoding="utf-8") as input_file:
+            for line_number, line in enumerate(input_file):
+                if line_number == 0:
+                    yield __parse_header(
+                        line,
+                        tuple(strain["Name"] for strain
+                              in parse_strains(strains_filepath)))
+                    seek_pos = seek_pos + len(line)
+
+                yield LINE_PARSERS[filetype](
+                    tuple(field.strip() for field in line.split("\t")))
+                seek_pos = seek_pos + len(line)
+    except (InvalidCellValue, InvalidHeaderValue) as err:
+        raise ParseError({
+            "filepath": filepath,
+            "filetype": filetype,
+            "position": seek_pos,
+            "line_number": line_number
+        })