feat: filter is used to filter conversations used for issue model tra…

…ining feat: update_time is used to indicate when the phrase matcher was updated (#48)

packages/google-cloud-contact-center-insights/google/cloud/contact_center_insights_v1/types/resources.py

@@ -737,15 +737,21 @@ class InputDataConfig(proto.Message):
         r"""Configs for the input data used to create the issue model.
         Attributes:
             medium (google.cloud.contact_center_insights_v1.types.Conversation.Medium):
-                Required. Medium of conversations used in
-                training data.
+                Medium of conversations used in training data. This field is
+                being deprecated. To specify the medium to be used in
+                training a new issue model, set the ``medium`` field on
+                ``filter``.
             training_conversations_count (int):
                 Output only. Number of conversations used in
                 training. Output only.
+            filter (str):
+                A filter to reduce the conversations used for
+                training the model to a specific subset.
         """
 
         medium = proto.Field(proto.ENUM, number=1, enum="Conversation.Medium",)
         training_conversations_count = proto.Field(proto.INT64, number=2,)
+        filter = proto.Field(proto.STRING, number=3,)
 
     name = proto.Field(proto.STRING, number=1,)
     display_name = proto.Field(proto.STRING, number=2,)
@@ -857,6 +863,9 @@ class PhraseMatcher(proto.Message):
             The role whose utterances the phrase matcher should be
             matched against. If the role is ROLE_UNSPECIFIED it will be
             matched against any utterances in the transcript.
+        update_time (google.protobuf.timestamp_pb2.Timestamp):
+            Output only. The most recent time at which
+            the phrase matcher was updated.
     """
 
     class PhraseMatcherType(proto.Enum):
@@ -885,6 +894,9 @@ class PhraseMatcherType(proto.Enum):
     role_match = proto.Field(
         proto.ENUM, number=10, enum="ConversationParticipant.Role",
     )
+    update_time = proto.Field(
+        proto.MESSAGE, number=11, message=timestamp_pb2.Timestamp,
+    )
 
 
 class PhraseMatchRuleGroup(proto.Message):

packages/google-cloud-contact-center-insights/samples/snippets/noxfile.py

@@ -39,29 +39,31 @@
 
 TEST_CONFIG = {
     # You can opt out from the test for specific Python versions.
-    "ignored_versions": [],
+    'ignored_versions': [],
+
     # Old samples are opted out of enforcing Python type hints
     # All new samples should feature them
-    "enforce_type_hints": False,
+    'enforce_type_hints': False,
+
     # An envvar key for determining the project id to use. Change it
     # to 'BUILD_SPECIFIC_GCLOUD_PROJECT' if you want to opt in using a
     # build specific Cloud project. You can also use your own string
     # to use your own Cloud project.
-    "gcloud_project_env": "GOOGLE_CLOUD_PROJECT",
+    'gcloud_project_env': 'GOOGLE_CLOUD_PROJECT',
     # 'gcloud_project_env': 'BUILD_SPECIFIC_GCLOUD_PROJECT',
     # If you need to use a specific version of pip,
     # change pip_version_override to the string representation
     # of the version number, for example, "20.2.4"
     "pip_version_override": None,
     # A dictionary you want to inject into your test. Don't put any
     # secrets here. These values will override predefined values.
-    "envs": {},
+    'envs': {},
 }
 
 
 try:
     # Ensure we can import noxfile_config in the project's directory.
-    sys.path.append(".")
+    sys.path.append('.')
     from noxfile_config import TEST_CONFIG_OVERRIDE
 except ImportError as e:
     print("No user noxfile_config found: detail: {}".format(e))
@@ -76,12 +78,12 @@ def get_pytest_env_vars() -> Dict[str, str]:
     ret = {}
 
     # Override the GCLOUD_PROJECT and the alias.
-    env_key = TEST_CONFIG["gcloud_project_env"]
+    env_key = TEST_CONFIG['gcloud_project_env']
     # This should error out if not set.
-    ret["GOOGLE_CLOUD_PROJECT"] = os.environ[env_key]
+    ret['GOOGLE_CLOUD_PROJECT'] = os.environ[env_key]
 
     # Apply user supplied envs.
-    ret.update(TEST_CONFIG["envs"])
+    ret.update(TEST_CONFIG['envs'])
     return ret
 
 
@@ -90,14 +92,11 @@ def get_pytest_env_vars() -> Dict[str, str]:
 ALL_VERSIONS = ["3.6", "3.7", "3.8", "3.9"]
 
 # Any default versions that should be ignored.
-IGNORED_VERSIONS = TEST_CONFIG["ignored_versions"]
+IGNORED_VERSIONS = TEST_CONFIG['ignored_versions']
 
 TESTED_VERSIONS = sorted([v for v in ALL_VERSIONS if v not in IGNORED_VERSIONS])
 
-INSTALL_LIBRARY_FROM_SOURCE = os.environ.get("INSTALL_LIBRARY_FROM_SOURCE", False) in (
-    "True",
-    "true",
-)
+INSTALL_LIBRARY_FROM_SOURCE = os.environ.get("INSTALL_LIBRARY_FROM_SOURCE", False) in ("True", "true")
 #
 # Style Checks
 #
@@ -142,7 +141,7 @@ def _determine_local_import_names(start_dir: str) -> List[str]:
 
 @nox.session
 def lint(session: nox.sessions.Session) -> None:
-    if not TEST_CONFIG["enforce_type_hints"]:
+    if not TEST_CONFIG['enforce_type_hints']:
         session.install("flake8", "flake8-import-order")
     else:
         session.install("flake8", "flake8-import-order", "flake8-annotations")
@@ -151,11 +150,9 @@ def lint(session: nox.sessions.Session) -> None:
     args = FLAKE8_COMMON_ARGS + [
         "--application-import-names",
         ",".join(local_names),
-        ".",
+        "."
     ]
     session.run("flake8", *args)
-
-
 #
 # Black
 #
@@ -168,7 +165,6 @@ def blacken(session: nox.sessions.Session) -> None:
 
     session.run("black", *python_files)
 
-
 #
 # Sample Tests
 #
@@ -177,9 +173,7 @@ def blacken(session: nox.sessions.Session) -> None:
 PYTEST_COMMON_ARGS = ["--junitxml=sponge_log.xml"]
 
 
-def _session_tests(
-    session: nox.sessions.Session, post_install: Callable = None
-) -> None:
+def _session_tests(session: nox.sessions.Session, post_install: Callable = None) -> None:
     if TEST_CONFIG["pip_version_override"]:
         pip_version = TEST_CONFIG["pip_version_override"]
         session.install(f"pip=={pip_version}")
@@ -209,7 +203,7 @@ def _session_tests(
         # on travis where slow and flaky tests are excluded.
         # See http://doc.pytest.org/en/latest/_modules/_pytest/main.html
         success_codes=[0, 5],
-        env=get_pytest_env_vars(),
+        env=get_pytest_env_vars()
     )
 
 
@@ -219,9 +213,9 @@ def py(session: nox.sessions.Session) -> None:
     if session.python in TESTED_VERSIONS:
         _session_tests(session)
     else:
-        session.skip(
-            "SKIPPED: {} tests are disabled for this sample.".format(session.python)
-        )
+        session.skip("SKIPPED: {} tests are disabled for this sample.".format(
+            session.python
+        ))
 
 
 #