[WIP] tensorboard-notf for pytorch (re-submit of #1799)

buildPIPandDeploy.sh

@@ -0,0 +1,7 @@
+# remove later
+bazel clean
+pip uninstall tensorboard -y
+rm -rf /tmp/tensorboard/
+bazel run //tensorboard/pip_package:build_pip_package
+pip install /tmp/tensorboard/dist/tensorboard-1.13.0a0-py3-none-any.whl
+

tensorboard/compat/BUILD

@@ -44,6 +44,7 @@ py_library(
     deps = [
         ":compat",
         "//tensorboard/compat/tensorflow_stub",
+        "//tensorboard/compat/tensorboard",
     ],
 )
 

tensorboard/compat/proto/BUILD

@@ -40,6 +40,9 @@ tb_proto_library(
         "types.proto",
         "verifier_config.proto",
         "versions.proto",
+        "plugin_text.proto",  # relative dir is not accepted. copt that.
+        "plugin_pr_curve.proto",  # relative dir is not accepted. copt that.
+        "layout.proto",  # relative dir is not accepted. copt that.
     ],
     visibility = ["//visibility:public"],
 )

tensorboard/compat/proto/layout.proto

@@ -0,0 +1,96 @@
+/* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+syntax = "proto3";
+
+package tensorboard;
+
+
+/**
+ * Encapsulates information on a single chart. Many charts appear in a category.
+ */
+message Chart {
+  // The title shown atop this chart. Optional. Defaults to 'untitled'.
+  string title = 1;
+
+  // The content of the chart. This depends on the type of the chart.
+  oneof content {
+    MultilineChartContent multiline = 2;
+    MarginChartContent margin = 3;
+  }
+}
+
+/**
+ * Encapsulates information on a single line chart. This line chart may have
+ * lines associated with several tags.
+ */
+message MultilineChartContent {
+  // A list of regular expressions for tags that should appear in this chart.
+  // Tags are matched from beginning to end. Each regex captures a set of tags.
+  repeated string tag = 1;
+}
+
+/**
+ * Encapsulates information on a single margin chart. A margin chart uses fill
+ * area to visualize lower and upper bounds that surround a value.
+ */
+message MarginChartContent {
+  /**
+   * Encapsulates a tag of data for the chart.
+   */
+  message Series {
+    // The exact tag string associated with the scalar summaries making up the
+    // main value between the bounds.
+    string value = 1;
+
+    // The exact tag string associated with the scalar summaries making up the
+    // lower bound.
+    string lower = 2;
+
+    // The exact tag string associated with the scalar summaries making up the
+    // upper bound.
+    string upper = 3;
+  }
+
+  // A list of data series to include within this margin chart.
+  repeated Series series = 1;
+}
+
+/**
+ * A category contains a group of charts. Each category maps to a collapsible
+ * within the dashboard.
+ */
+message Category {
+  // This string appears atop each grouping of charts within the dashboard.
+  string title = 1;
+
+  // Encapsulates data on charts to be shown in the category.
+  repeated Chart chart = 2;
+
+  // Whether this category should be initially closed. False by default.
+  bool closed = 3;
+}
+
+/**
+ * A layout encapsulates how charts are laid out within the custom scalars
+ * dashboard.
+ */
+message Layout {
+  // Version `0` is the only supported version.
+  int32 version = 1;
+
+  // The categories here are rendered from top to bottom.
+  repeated Category category = 2;
+}

tensorboard/compat/proto/plugin_pr_curve.proto

@@ -0,0 +1,25 @@
+/* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+syntax = "proto3";
+
+package tensorboard;
+
+message PrCurvePluginData {
+  // Version `0` is the only supported version.
+  int32 version = 1;
+
+  uint32 num_thresholds = 2;
+}

tensorboard/compat/proto/plugin_text.proto

@@ -0,0 +1,27 @@
+/* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+syntax = "proto3";
+
+package tensorboard;
+
+// Text summaries created by the `tensorboard.plugins.text.summary`
+// module will include `SummaryMetadata` whose `plugin_data` field has
+// as `content` a binary string that is the encoding of an
+// `TextPluginData` proto.
+message TextPluginData {
+  // Version `0` is the only supported version.
+  int32 version = 1;
+}

tensorboard/compat/tensorboard/BUILD

@@ -0,0 +1,22 @@
+# Description:
+# TensorBoard, a dashboard for investigating TensorFlow
+
+package(default_visibility = ["//tensorboard:internal"])
+
+licenses(["notice"])  # Apache 2.0
+
+exports_files(["LICENSE"])
+
+py_library(
+    name = "tensorboard",
+    srcs = glob([
+        "*.py",
+    ]),
+    srcs_version = "PY2AND3",
+    visibility = ["//visibility:public"],
+    deps = [
+        "//tensorboard:expect_numpy_installed",
+        "//tensorboard/compat/proto:protos_all_py_pb2",
+        "@org_pythonhosted_six",
+    ],
+)

tensorboard/compat/tensorboard/__init__.py

@@ -0,0 +1,37 @@
+# Copyright 2017 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Compatibility interfaces for TensorBoard."""
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+USING_TF = True
+
+# Don't attempt to use TF at all if this import exists due to build rules.
+try:
+  from tensorboard.compat import notf
+  USING_TF = False
+except ImportError:
+  pass
+
+if USING_TF:
+  try:
+    import tensorflow as tf
+  except ImportError:
+    USING_TF = False
+
+if not USING_TF:
+  from tensorboard.compat import tensorflow_stub as tf

tensorboard/compat/tensorboard/crc32c.py

@@ -0,0 +1,138 @@
+# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+
+import array
+
+
+CRC_TABLE = (
+    0x00000000, 0xf26b8303, 0xe13b70f7, 0x1350f3f4,
+    0xc79a971f, 0x35f1141c, 0x26a1e7e8, 0xd4ca64eb,
+    0x8ad958cf, 0x78b2dbcc, 0x6be22838, 0x9989ab3b,
+    0x4d43cfd0, 0xbf284cd3, 0xac78bf27, 0x5e133c24,
+    0x105ec76f, 0xe235446c, 0xf165b798, 0x030e349b,
+    0xd7c45070, 0x25afd373, 0x36ff2087, 0xc494a384,
+    0x9a879fa0, 0x68ec1ca3, 0x7bbcef57, 0x89d76c54,
+    0x5d1d08bf, 0xaf768bbc, 0xbc267848, 0x4e4dfb4b,
+    0x20bd8ede, 0xd2d60ddd, 0xc186fe29, 0x33ed7d2a,
+    0xe72719c1, 0x154c9ac2, 0x061c6936, 0xf477ea35,
+    0xaa64d611, 0x580f5512, 0x4b5fa6e6, 0xb93425e5,
+    0x6dfe410e, 0x9f95c20d, 0x8cc531f9, 0x7eaeb2fa,
+    0x30e349b1, 0xc288cab2, 0xd1d83946, 0x23b3ba45,
+    0xf779deae, 0x05125dad, 0x1642ae59, 0xe4292d5a,
+    0xba3a117e, 0x4851927d, 0x5b016189, 0xa96ae28a,
+    0x7da08661, 0x8fcb0562, 0x9c9bf696, 0x6ef07595,
+    0x417b1dbc, 0xb3109ebf, 0xa0406d4b, 0x522bee48,
+    0x86e18aa3, 0x748a09a0, 0x67dafa54, 0x95b17957,
+    0xcba24573, 0x39c9c670, 0x2a993584, 0xd8f2b687,
+    0x0c38d26c, 0xfe53516f, 0xed03a29b, 0x1f682198,
+    0x5125dad3, 0xa34e59d0, 0xb01eaa24, 0x42752927,
+    0x96bf4dcc, 0x64d4cecf, 0x77843d3b, 0x85efbe38,
+    0xdbfc821c, 0x2997011f, 0x3ac7f2eb, 0xc8ac71e8,
+    0x1c661503, 0xee0d9600, 0xfd5d65f4, 0x0f36e6f7,
+    0x61c69362, 0x93ad1061, 0x80fde395, 0x72966096,
+    0xa65c047d, 0x5437877e, 0x4767748a, 0xb50cf789,
+    0xeb1fcbad, 0x197448ae, 0x0a24bb5a, 0xf84f3859,
+    0x2c855cb2, 0xdeeedfb1, 0xcdbe2c45, 0x3fd5af46,
+    0x7198540d, 0x83f3d70e, 0x90a324fa, 0x62c8a7f9,
+    0xb602c312, 0x44694011, 0x5739b3e5, 0xa55230e6,
+    0xfb410cc2, 0x092a8fc1, 0x1a7a7c35, 0xe811ff36,
+    0x3cdb9bdd, 0xceb018de, 0xdde0eb2a, 0x2f8b6829,
+    0x82f63b78, 0x709db87b, 0x63cd4b8f, 0x91a6c88c,
+    0x456cac67, 0xb7072f64, 0xa457dc90, 0x563c5f93,
+    0x082f63b7, 0xfa44e0b4, 0xe9141340, 0x1b7f9043,
+    0xcfb5f4a8, 0x3dde77ab, 0x2e8e845f, 0xdce5075c,
+    0x92a8fc17, 0x60c37f14, 0x73938ce0, 0x81f80fe3,
+    0x55326b08, 0xa759e80b, 0xb4091bff, 0x466298fc,
+    0x1871a4d8, 0xea1a27db, 0xf94ad42f, 0x0b21572c,
+    0xdfeb33c7, 0x2d80b0c4, 0x3ed04330, 0xccbbc033,
+    0xa24bb5a6, 0x502036a5, 0x4370c551, 0xb11b4652,
+    0x65d122b9, 0x97baa1ba, 0x84ea524e, 0x7681d14d,
+    0x2892ed69, 0xdaf96e6a, 0xc9a99d9e, 0x3bc21e9d,
+    0xef087a76, 0x1d63f975, 0x0e330a81, 0xfc588982,
+    0xb21572c9, 0x407ef1ca, 0x532e023e, 0xa145813d,
+    0x758fe5d6, 0x87e466d5, 0x94b49521, 0x66df1622,
+    0x38cc2a06, 0xcaa7a905, 0xd9f75af1, 0x2b9cd9f2,
+    0xff56bd19, 0x0d3d3e1a, 0x1e6dcdee, 0xec064eed,
+    0xc38d26c4, 0x31e6a5c7, 0x22b65633, 0xd0ddd530,
+    0x0417b1db, 0xf67c32d8, 0xe52cc12c, 0x1747422f,
+    0x49547e0b, 0xbb3ffd08, 0xa86f0efc, 0x5a048dff,
+    0x8ecee914, 0x7ca56a17, 0x6ff599e3, 0x9d9e1ae0,
+    0xd3d3e1ab, 0x21b862a8, 0x32e8915c, 0xc083125f,
+    0x144976b4, 0xe622f5b7, 0xf5720643, 0x07198540,
+    0x590ab964, 0xab613a67, 0xb831c993, 0x4a5a4a90,
+    0x9e902e7b, 0x6cfbad78, 0x7fab5e8c, 0x8dc0dd8f,
+    0xe330a81a, 0x115b2b19, 0x020bd8ed, 0xf0605bee,
+    0x24aa3f05, 0xd6c1bc06, 0xc5914ff2, 0x37faccf1,
+    0x69e9f0d5, 0x9b8273d6, 0x88d28022, 0x7ab90321,
+    0xae7367ca, 0x5c18e4c9, 0x4f48173d, 0xbd23943e,
+    0xf36e6f75, 0x0105ec76, 0x12551f82, 0xe03e9c81,
+    0x34f4f86a, 0xc69f7b69, 0xd5cf889d, 0x27a40b9e,
+    0x79b737ba, 0x8bdcb4b9, 0x988c474d, 0x6ae7c44e,
+    0xbe2da0a5, 0x4c4623a6, 0x5f16d052, 0xad7d5351,
+)
+
+
+CRC_INIT = 0
+
+_MASK = 0xFFFFFFFF
+
+
+def crc_update(crc, data):
+    """Update CRC-32C checksum with data.
+
+    Args:
+      crc: 32-bit checksum to update as long.
+      data: byte array, string or iterable over bytes.
+
+    Returns:
+      32-bit updated CRC-32C as long.
+    """
+
+    if type(data) != array.array or data.itemsize != 1:
+        buf = array.array("B", data)
+    else:
+        buf = data
+
+    crc ^= _MASK
+    for b in buf:
+        table_index = (crc ^ b) & 0xff
+        crc = (CRC_TABLE[table_index] ^ (crc >> 8)) & _MASK
+    return crc ^ _MASK
+
+
+def crc_finalize(crc):
+    """Finalize CRC-32C checksum.
+
+    This function should be called as last step of crc calculation.
+
+    Args:
+      crc: 32-bit checksum as long.
+
+    Returns:
+      finalized 32-bit checksum as long
+    """
+    return crc & _MASK
+
+
+def crc32c(data):
+    """Compute CRC-32C checksum of the data.
+
+    Args:
+      data: byte array, string or iterable over bytes.
+
+    Returns:
+      32-bit CRC-32C checksum of data as long.
+    """
+    return crc_finalize(crc_update(CRC_INIT, data))