From fd8718b837cd8d590728a919fbac077d0402ef79 Mon Sep 17 00:00:00 2001
From: Brock Mendel <jbrockmendel@gmail.com>
Date: Mon, 20 Nov 2017 08:20:26 -0800
Subject: [PATCH 1/4] simplify get_time_micros

---
 pandas/_libs/tslib.pyx | 10 +---------
 1 file changed, 1 insertion(+), 9 deletions(-)

diff --git a/pandas/_libs/tslib.pyx b/pandas/_libs/tslib.pyx
index 705336dfadf90..f0d334b7d9781 100644
--- a/pandas/_libs/tslib.pyx
+++ b/pandas/_libs/tslib.pyx
@@ -1704,17 +1704,9 @@ def get_time_micros(ndarray[int64_t] dtindex):
     Datetime as int64 representation to a structured array of fields
     """
     cdef:
-        Py_ssize_t i, n = len(dtindex)
-        pandas_datetimestruct dts
         ndarray[int64_t] micros
 
-    micros = np.empty(n, dtype=np.int64)
-
-    for i in range(n):
-        dt64_to_dtstruct(dtindex[i], &dts)
-        micros[i] = 1000000LL * (dts.hour * 60 * 60 +
-                                 60 * dts.min + dts.sec) + dts.us
-
+    micros = np.mod(dtindex, 86_400_000_000_000, dtype=np.int64) // 1000LL
     return micros
 
 

From e7c85bd6e175225ce23d5f2785e8fba6a90eddec Mon Sep 17 00:00:00 2001
From: Brock Mendel <jbrockmendel@gmail.com>
Date: Mon, 20 Nov 2017 08:21:53 -0800
Subject: [PATCH 2/4] rewrite inaccurate docstring

---
 pandas/_libs/tslib.pyx | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/pandas/_libs/tslib.pyx b/pandas/_libs/tslib.pyx
index f0d334b7d9781..e0b58e03c7ce1 100644
--- a/pandas/_libs/tslib.pyx
+++ b/pandas/_libs/tslib.pyx
@@ -1701,7 +1701,16 @@ cpdef array_to_datetime(ndarray[object] values, errors='raise',
 
 def get_time_micros(ndarray[int64_t] dtindex):
     """
-    Datetime as int64 representation to a structured array of fields
+    Return the number of microseconds in the time component of a
+    nanosecond timestamp.
+
+    Parameters
+    ----------
+    dtindex : ndarray[int64_t]
+
+    Returns
+    -------
+    micros : ndarray[int64_t]
     """
     cdef:
         ndarray[int64_t] micros

From d0af10951819f200b3dd9a8536af33998d869dd0 Mon Sep 17 00:00:00 2001
From: Brock Mendel <jbrockmendel@gmail.com>
Date: Mon, 20 Nov 2017 12:33:28 -0800
Subject: [PATCH 3/4] use py2-friendly syntax

---
 pandas/_libs/tslib.pyx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/_libs/tslib.pyx b/pandas/_libs/tslib.pyx
index e0b58e03c7ce1..77f201ff083c7 100644
--- a/pandas/_libs/tslib.pyx
+++ b/pandas/_libs/tslib.pyx
@@ -1715,7 +1715,7 @@ def get_time_micros(ndarray[int64_t] dtindex):
     cdef:
         ndarray[int64_t] micros
 
-    micros = np.mod(dtindex, 86_400_000_000_000, dtype=np.int64) // 1000LL
+    micros = np.mod(dtindex, 86400000000000, dtype=np.int64) // 1000LL
     return micros
 
 

From b71156932355c31b50524c06989e24259c8647a1 Mon Sep 17 00:00:00 2001
From: Brock Mendel <jbrockmendel@gmail.com>
Date: Thu, 23 Nov 2017 08:39:34 -0800
Subject: [PATCH 4/4] move get_time_micros to tslibs.fields; update imports

---
 pandas/_libs/tslib.pyx           | 24 ------------------------
 pandas/_libs/tslibs/fields.pyx   | 20 ++++++++++++++++++++
 pandas/core/indexes/datetimes.py |  2 +-
 3 files changed, 21 insertions(+), 25 deletions(-)

diff --git a/pandas/_libs/tslib.pyx b/pandas/_libs/tslib.pyx
index 9fce53213fc00..2c43bed4ad053 100644
--- a/pandas/_libs/tslib.pyx
+++ b/pandas/_libs/tslib.pyx
@@ -730,30 +730,6 @@ cpdef array_to_datetime(ndarray[object] values, errors='raise',
         return oresult
 
 
-# ----------------------------------------------------------------------
-# Accessors
-
-
-def get_time_micros(ndarray[int64_t] dtindex):
-    """
-    Return the number of microseconds in the time component of a
-    nanosecond timestamp.
-
-    Parameters
-    ----------
-    dtindex : ndarray[int64_t]
-
-    Returns
-    -------
-    micros : ndarray[int64_t]
-    """
-    cdef:
-        ndarray[int64_t] micros
-
-    micros = np.mod(dtindex, 86400000000000, dtype=np.int64) // 1000LL
-    return micros
-
-
 # ----------------------------------------------------------------------
 # Some general helper functions
 
diff --git a/pandas/_libs/tslibs/fields.pyx b/pandas/_libs/tslibs/fields.pyx
index e813fad1d3fa7..3de361c511fbf 100644
--- a/pandas/_libs/tslibs/fields.pyx
+++ b/pandas/_libs/tslibs/fields.pyx
@@ -23,6 +23,26 @@ from np_datetime cimport (pandas_datetimestruct, pandas_timedeltastruct,
 from nattype cimport NPY_NAT
 
 
+def get_time_micros(ndarray[int64_t] dtindex):
+    """
+    Return the number of microseconds in the time component of a
+    nanosecond timestamp.
+
+    Parameters
+    ----------
+    dtindex : ndarray[int64_t]
+
+    Returns
+    -------
+    micros : ndarray[int64_t]
+    """
+    cdef:
+        ndarray[int64_t] micros
+
+    micros = np.mod(dtindex, 86400000000000, dtype=np.int64) // 1000LL
+    return micros
+
+
 def build_field_sarray(ndarray[int64_t] dtindex):
     """
     Datetime as int64 representation to a structured array of fields
diff --git a/pandas/core/indexes/datetimes.py b/pandas/core/indexes/datetimes.py
index e08bf4a625bce..111ba0c92aa9b 100644
--- a/pandas/core/indexes/datetimes.py
+++ b/pandas/core/indexes/datetimes.py
@@ -926,7 +926,7 @@ def _get_time_micros(self):
         values = self.asi8
         if self.tz is not None and self.tz is not utc:
             values = self._local_timestamps()
-        return libts.get_time_micros(values)
+        return fields.get_time_micros(values)
 
     def to_series(self, keep_tz=False):
         """