From 14e27e3b9ba44e0acd3cde5a4f63067ece780417 Mon Sep 17 00:00:00 2001
From: Edward Loper <edloper@google.com>
Date: Sat, 2 May 2020 13:50:17 -0700
Subject: [PATCH] Make ConcreteFunction.pretty_printed_signature deterministic.

PiperOrigin-RevId: 309576809
Change-Id: Iacdba60cd1d0b1d8da887bb41143e89c70bedc43
---
 tensorflow/python/eager/function.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/tensorflow/python/eager/function.py b/tensorflow/python/eager/function.py
index bacad8eb23b..97708f056c2 100644
--- a/tensorflow/python/eager/function.py
+++ b/tensorflow/python/eager/function.py
@@ -22,6 +22,7 @@ from __future__ import print_function
 import collections
 import functools
 import itertools
+import pprint
 import threading
 import types as types_lib
 import weakref
@@ -2221,7 +2222,8 @@ class ConcreteFunction(object):
         pieces = nest.flatten(spec, expand_composites=False)
         markers = [_Marker("<{}>".format(i + 1)) for i in range(len(pieces))]
         structure = nest.pack_sequence_as(spec, markers)
-        result = "{}".format(structure)
+        # Ensure dictionaries are sorted by key (for determinism)
+        result = pprint.pformat(structure, width=10000)
         for (marker, piece) in zip(markers, pieces):
           result += "\n      {}: {}".format(marker, pretty_print_spec(piece))
         return result