From 406e87bdb8b1976bc8d47794b79901fc35d4803d Mon Sep 17 00:00:00 2001
From: Marlene <57748216+marlenezw@users.noreply.github.com>
Date: Mon, 23 Aug 2021 17:40:17 +0200
Subject: [PATCH] Allowing %f in format to return nanoseconds (#9081)

This is a quick fix to close PR #7945
This PR checks to see if `%f` is passed as part of `format`  into `cudf.to_datetime`. Previously, cudf would not return nanoseconds, while pandas does.

Authors:
  - Marlene  (https://github.com/marlenezw)

Approvers:
  - Ashwin Srinath (https://github.com/shwina)

URL: https://github.com/rapidsai/cudf/pull/9081
---
 python/cudf/cudf/core/tools/datetimes.py | 3 +++
 python/cudf/cudf/tests/test_datetime.py  | 1 +
 2 files changed, 4 insertions(+)

diff --git a/python/cudf/cudf/core/tools/datetimes.py b/python/cudf/cudf/core/tools/datetimes.py
index 946cdcb1ebc..4856995b391 100644
--- a/python/cudf/cudf/core/tools/datetimes.py
+++ b/python/cudf/cudf/core/tools/datetimes.py
@@ -123,6 +123,9 @@ def to_datetime(
     if yearfirst:
         raise NotImplementedError("yearfirst support is not yet implemented")
 
+    if format is not None and "%f" in format:
+        format = format.replace("%f", "%9f")
+
     try:
         if isinstance(arg, cudf.DataFrame):
             # we require at least Ymd
diff --git a/python/cudf/cudf/tests/test_datetime.py b/python/cudf/cudf/tests/test_datetime.py
index 9f19bf8b960..65e87e88f55 100644
--- a/python/cudf/cudf/tests/test_datetime.py
+++ b/python/cudf/cudf/tests/test_datetime.py
@@ -717,6 +717,7 @@ def test_to_datetime_units(data, unit):
         (["10/11/2012", "01/01/2010", "07/07/2016", "02/02/2014"], "%m/%d/%Y"),
         (["10/11/2012", "01/01/2010", "07/07/2016", "02/02/2014"], "%d/%m/%Y"),
         (["10/11/2012", "01/01/2010", "07/07/2016", "02/02/2014"], None),
+        (["2021-04-13 12:30:04.123456789"], "%Y-%m-%d %H:%M:%S.%f"),
         (pd.Series([2015, 2020, 2021]), "%Y"),
         pytest.param(
             pd.Series(["1", "2", "1"]),