Add unit test plus '--high-memory' option, *off by default*.

Author: jeffknupp

pandas/conftest.py

@@ -9,7 +9,9 @@ def pytest_addoption(parser):
     parser.addoption("--skip-slow", action="store_true",
                      help="skip slow tests")
     parser.addoption("--skip-network", action="store_true",
-                     help="run network tests")
+                     help="skip network tests")
+    parser.addoption("--run-highmemory", action="store_true",
+                     help="run high memory tests")
     parser.addoption("--only-slow", action="store_true",
                      help="run only slow tests")
 
@@ -24,6 +26,9 @@ def pytest_runtest_setup(item):
     if 'network' in item.keywords and item.config.getoption("--skip-network"):
         pytest.skip("skipping due to --skip-network")
 
+    if 'high_memory' in item.keywords and not item.config.getoption("--run-highmemory"):
+        pytest.skip("skipping high memory test since --run-highmemory was not set")
+
 
 # Configurations for all tests and all test modules
 

pandas/tests/io/parser/test_parsers.py

@@ -1,6 +1,9 @@
 # -*- coding: utf-8 -*-
 
 import os
+from io import StringIO
+
+import pytest
 
 import pandas.util.testing as tm
 
@@ -24,6 +27,16 @@
 from .python_parser_only import PythonParserTests
 from .dtypes import DtypeTests
 
+@pytest.mark.high_memory
+def test_bytes_exceed_2gb():
+    """Read from a "CSV" that has a column larger than 2GB.
+
+    GH 16798
+    """
+    csv = StringIO('strings\n' + '\n'.join(['x' * (1 << 20) for _ in range(2100)]))
+    df = read_csv(csv, low_memory=False)
+    assert not df.empty
+
 
 class BaseParser(CommentTests, CompressionTests,
                  ConverterTests, DialectTests,