1 files changed, 61 insertions, 1 deletions
diff --git a/quality_control/parsing.py b/quality_control/parsing.py
index 436c90c..70a85ed 100644
--- a/quality_control/parsing.py
+++ b/quality_control/parsing.py
@@ -1,13 +1,16 @@
 """Module handling the high-level parsing of the files"""
 
 import csv
+import collections
 from enum import Enum
-from functools import reduce
+from functools import reduce, partial
 from typing import Iterable, Generator
 
 import quality_control.average as avg
 import quality_control.standard_error as se
 from quality_control.headers import valid_header
+from quality_control.headers import (
+    invalid_header, invalid_headings, duplicate_headings)
 from quality_control.errors import (
     ParseError, DuplicateHeader, InvalidCellValue, InvalidHeaderValue)
 
@@ -120,6 +123,63 @@ def parse_errors(filepath: str, filetype: FileType, strains: list,
         error for error in __errors(filepath, filetype, strains, seek_pos)
         if error is not None)
 
+def header_errors(line_number, fields, strains):
+    return (
+        (invalid_header(line_number, fields),) +
+        invalid_headings(line_number, strains, fields[1:]) +
+        duplicate_headings(line_number, fields))
+
+def empty_value(line_number, column_number, value):
+    if value == "":
+        return InvalidValue(
+            line_number, column_number, value, "Empty value for column")
+
+def average_errors(line_number, fields):
+    return (
+        (empty_value(line_number, 1, fields[0]),) +
+        tuple(
+            avg.invalid_value(line_number, *field)
+            for field in enumerate(fields[1:], start=2)))
+
+def se_errors(line_number, fields):
+    return (
+        (empty_value(line_number, 1, fields[0]),) +
+        tuple(
+            se.invalid_value(line_number, *field)
+            for field in enumerate(fields[1:], start=2)))
+
+def collect_errors(
+        filepath: str, filetype: FileType, strains: list, count: int = 10) -> Generator:
+    """Run checks against file and collect all the errors"""
+    errors = tuple()
+    def __process_errors__(line_number, line, error_checker_fn, errors = tuple()):
+        errs = error_checker_fn(
+            line_number,
+            tuple(field.strip() for field in line.split("\t")))
+        if errs is None:
+            return errors
+        if isinstance(errs, collections.Sequence):
+            return errors + tuple(error for error in errs if error is not None)
+        return errors + (errs,)
+
+    with open(filepath, encoding="utf-8") as input_file:
+        for line_number, line in enumerate(input_file, start=1):
+            if line_number == 1:
+                errors = __process_errors__(
+                    line_number, line, partial(header_errors, strains=strains),
+                    errors)
+            if line_number != 1:
+                errors = __process_errors__(
+                    line_number, line, (
+                        average_errors if filetype == FileType.AVERAGE
+                        else se_errors),
+                    errors)
+
+            if count > 0 and len(errors) >= count:
+                break
+
+    return errors[0:count]
+
 def take(iterable: Iterable, num: int) -> list:
     """Take at most `num` items from `iterable`."""
     iterator = iter(iterable)