[tune] Fix Docs (#1469)

python/ray/tune/logger.py

@@ -7,7 +7,6 @@ import json
 import numpy as np
 import os
 import sys
-import tensorflow as tf
 
 from ray.tune.result import TrainingResult
 
@@ -16,6 +15,12 @@ if sys.version_info[0] == 2:
 elif sys.version_info[0] == 3:
     import io as StringIO
 
+try:
+    import tensorflow as tf
+except ImportError:
+    tf = None
+    print("Couldn't import TensorFlow - this disables TensorBoard logging.")
+
 
 class Logger(object):
     """Logging interface for ray.tune; specialized implementations follow.
@@ -54,6 +59,9 @@ class UnifiedLogger(Logger):
     def _init(self):
         self._loggers = []
         for cls in [_JsonLogger, _TFLogger, _VisKitLogger]:
+            if cls is _TFLogger and tf is None:
+                print("TF not installed - cannot log with {}...".format(cls))
+                continue
             self._loggers.append(cls(self.config, self.logdir, self.uri))
         print("Unified logger created with logdir '{}'".format(self.logdir))
 

python/ray/tune/web_server.py

@@ -2,14 +2,26 @@ from __future__ import absolute_import
 from __future__ import division
 from __future__ import print_function
 
-import requests
 import json
+import sys
 import threading
-from http.server import HTTPServer, BaseHTTPRequestHandler
 
 from ray.tune.error import TuneError, TuneManagerError
 from ray.tune.variant_generator import generate_trials
 
+if sys.version_info[0] == 2:
+    from SimpleHTTPServer import SimpleHTTPRequestHandler
+    from SocketServer import TCPServer as HTTPServer
+elif sys.version_info[0] == 3:
+    from http.server import SimpleHTTPRequestHandler, HTTPServer
+
+try:
+    import requests  # `requests` is not part of stdlib.
+except ImportError:
+    requests = None
+    print("Couldn't import `requests` library. Be sure to install it on"
+          " the client side.")
+
 
 class TuneClient(object):
     """Client to interact with ongoing Tune experiment.
@@ -58,7 +70,7 @@ class TuneClient(object):
 
 
 def RunnerHandler(runner):
-    class Handler(BaseHTTPRequestHandler):
+    class Handler(SimpleHTTPRequestHandler):
 
         def do_GET(self):
             content_len = int(self.headers.get('Content-Length'), 0)