{"action":"created","comment":{"url":"https://api.github.com/repos/TresAmigosSD/SMV/pulls/comments/219650131","pull_request_review_id":157883521,"id":219650131,"node_id":"MDI0OlB1bGxSZXF1ZXN0UmV2aWV3Q29tbWVudDIxOTY1MDEzMQ==","diff_hunk":"@@ -0,0 +1,137 @@\n+#\n+# This file is licensed under the Apache License, Version 2.0\n+# (the \"License\"); you may not use this file except in compliance with\n+# the License.  You may obtain a copy of the License at\n+#\n+#    http://www.apache.org/licenses/LICENSE-2.0\n+#\n+# Unless required by applicable law or agreed to in writing, software\n+# distributed under the License is distributed on an \"AS IS\" BASIS,\n+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n+# See the License for the specific language governing permissions and\n+# limitations under the License.\n+\"\"\"SMV Schema Meta Operations\n+\n+    Provides helper functions for SmvDesc and SmvLabel operations\n+\"\"\"\n+import json\n+from pyspark.sql import DataFrame\n+from smv.error import SmvRuntimeError\n+\n+smv_label = \"smvLabel\"\n+smv_desc = \"smvDesc\"\n+\n+def getMetaDesc(m):\n+    return m.get(smv_desc, u'')\n+\n+def getMetaLabels(m):\n+    return m.get(smv_label, [])\n+\n+def setMetaDesc(m, desc):\n+    m[smv_desc] = desc\n+    return m\n+\n+def removeMetaDesc(m):\n+    m.pop(smv_desc, None)\n+    return m\n+\n+def setMetaLabel(m, labels):\n+    m[smv_label] = list(set(getMetaLabels(m)) | set(labels))\n+    return m\n+\n+def removeMetaLabel(m, labels, removeAll):\n+    m[smv_label] = [] if removeAll else list(set(getMetaLabels(m)) - set(labels))\n+    return m\n+\n+class SchemaMetaOps(object):\n+    def __init__(self, df):\n+        self.df = df\n+        self.jdf = df._jdf\n+        self._sql_ctx = df.sql_ctx\n+        self._jPythonHelper = df._sc._jvm.SmvPythonHelper\n+\n+    def getMetaByName(self, colName):\n+        \"\"\"Returns the metadata of the first column that matches the column name\n+\n+            Will throw if there's no column that matches the specified name\n+        \"\"\"\n+        try:\n+            meta = next(col.metadata for col in self.df.schema.fields if col.name == colName)\n+        except:\n+            raise SmvRuntimeError(\"column name {} not found\".format(colName))\n+        return meta\n+\n+    def getDesc(self, colName):\n+        if colName is None:\n+            return [(col.name, getMetaDesc(col.metadata)) for col in self.df.schema.fields]\n+        return getMetaDesc(self.getMetaByName(colName))\n+\n+    def addDesc(self, *colDescs):\n+        if not colDescs:\n+            raise SmvRuntimeError(\"must provide (name, description) pair to add\")\n+\n+        addDict = dict(colDescs)\n+\n+        jdf = self._jPythonHelper.smvColMeta(self.jdf,\\\n+            [(col.name, json.dumps(setMetaDesc(col.metadata, addDict[col.name])))\\\n+            for col in self.df.schema.fields if col.name in addDict])\n+\n+        return DataFrame(jdf, self._sql_ctx)\n+\n+    def removeDesc(self, *colNames):\n+        removeAll = not bool(colNames)","path":"src/main/python/smv/schema_meta_ops.py","position":82,"original_position":82,"commit_id":"1cfb9e04120d3b9f0f727a181b2e283d98f0800e","original_commit_id":"1cfb9e04120d3b9f0f727a181b2e283d98f0800e","user":{"login":"laneb","id":8392543,"node_id":"MDQ6VXNlcjgzOTI1NDM=","avatar_url":"https://avatars2.githubusercontent.com/u/8392543?v=4","gravatar_id":"","url":"https://api.github.com/users/laneb","html_url":"https://github.com/laneb","followers_url":"https://api.github.com/users/laneb/followers","following_url":"https://api.github.com/users/laneb/following{/other_user}","gists_url":"https://api.github.com/users/laneb/gists{/gist_id}","starred_url":"https://api.github.com/users/laneb/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/laneb/subscriptions","organizations_url":"https://api.github.com/users/laneb/orgs","repos_url":"https://api.github.com/users/laneb/repos","events_url":"https://api.github.com/users/laneb/events{/privacy}","received_events_url":"https://api.github.com/users/laneb/received_events","type":"User","site_admin":false},"body":"No need to cast to bool.","created_at":"2018-09-21T23:31:59Z","updated_at":"2018-09-21T23:50:42Z","html_url":"https://github.com/TresAmigosSD/SMV/pull/1355#discussion_r219650131","pull_request_url":"https://api.github.com/repos/TresAmigosSD/SMV/pulls/1355","author_association":"CONTRIBUTOR","_links":{"self":{"href":"https://api.github.com/repos/TresAmigosSD/SMV/pulls/comments/219650131"},"html":{"href":"https://github.com/TresAmigosSD/SMV/pull/1355#discussion_r219650131"},"pull_request":{"href":"https://api.github.com/repos/TresAmigosSD/SMV/pulls/1355"}}},"pull_request":{"url":"https://api.github.com/repos/TresAmigosSD/SMV/pulls/1355","id":217419603,"node_id":"MDExOlB1bGxSZXF1ZXN0MjE3NDE5NjAz","html_url":"https://github.com/TresAmigosSD/SMV/pull/1355","diff_url":"https://github.com/TresAmigosSD/SMV/pull/1355.diff","patch_url":"https://github.com/TresAmigosSD/SMV/pull/1355.patch","issue_url":"https://api.github.com/repos/TresAmigosSD/SMV/issues/1355","number":1355,"state":"open","locked":false,"title":"I1341 move smvDesc and smvLabel to python","user":{"login":"tianruiwang","id":28760924,"node_id":"MDQ6VXNlcjI4NzYwOTI0","avatar_url":"https://avatars1.githubusercontent.com/u/28760924?v=4","gravatar_id":"","url":"https://api.github.com/users/tianruiwang","html_url":"https://github.com/tianruiwang","followers_url":"https://api.github.com/users/tianruiwang/followers","following_url":"https://api.github.com/users/tianruiwang/following{/other_user}","gists_url":"https://api.github.com/users/tianruiwang/gists{/gist_id}","starred_url":"https://api.github.com/users/tianruiwang/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tianruiwang/subscriptions","organizations_url":"https://api.github.com/users/tianruiwang/orgs","repos_url":"https://api.github.com/users/tianruiwang/repos","events_url":"https://api.github.com/users/tianruiwang/events{/privacy}","received_events_url":"https://api.github.com/users/tianruiwang/received_events","type":"User","site_admin":false},"body":"Fixes #1341 \r\nMoved all smvDesc, smvLabel related helper functions and tests to python side.\r\n\r\nSome comments:\r\n- in order to propagate the metadata of a column in the selecting/renaming/etc. processes, we somehow need to use the DataFrame's \"select with metadata\" method (e.g. `df.select(col(\"a\").alias(\"b\", meta = {...}))`), which is only supported by pyspark 2.2 or higher versions. As we still need to support pyspark 2.1 for now, this logic is currently implemented on the scala smv side.\r\n","created_at":"2018-09-21T22:55:20Z","updated_at":"2018-09-21T23:50:42Z","closed_at":null,"merged_at":null,"merge_commit_sha":"5b8eeeb1e9dfa60b212fee801c430e0433c589f7","assignee":{"login":"tianruiwang","id":28760924,"node_id":"MDQ6VXNlcjI4NzYwOTI0","avatar_url":"https://avatars1.githubusercontent.com/u/28760924?v=4","gravatar_id":"","url":"https://api.github.com/users/tianruiwang","html_url":"https://github.com/tianruiwang","followers_url":"https://api.github.com/users/tianruiwang/followers","following_url":"https://api.github.com/users/tianruiwang/following{/other_user}","gists_url":"https://api.github.com/users/tianruiwang/gists{/gist_id}","starred_url":"https://api.github.com/users/tianruiwang/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tianruiwang/subscriptions","organizations_url":"https://api.github.com/users/tianruiwang/orgs","repos_url":"https://api.github.com/users/tianruiwang/repos","events_url":"https://api.github.com/users/tianruiwang/events{/privacy}","received_events_url":"https://api.github.com/users/tianruiwang/received_events","type":"User","site_admin":false},"assignees":[{"login":"tianruiwang","id":28760924,"node_id":"MDQ6VXNlcjI4NzYwOTI0","avatar_url":"https://avatars1.githubusercontent.com/u/28760924?v=4","gravatar_id":"","url":"https://api.github.com/users/tianruiwang","html_url":"https://github.com/tianruiwang","followers_url":"https://api.github.com/users/tianruiwang/followers","following_url":"https://api.github.com/users/tianruiwang/following{/other_user}","gists_url":"https://api.github.com/users/tianruiwang/gists{/gist_id}","starred_url":"https://api.github.com/users/tianruiwang/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tianruiwang/subscriptions","organizations_url":"https://api.github.com/users/tianruiwang/orgs","repos_url":"https://api.github.com/users/tianruiwang/repos","events_url":"https://api.github.com/users/tianruiwang/events{/privacy}","received_events_url":"https://api.github.com/users/tianruiwang/received_events","type":"User","site_admin":false}],"requested_reviewers":[{"login":"AliTajeldin","id":2496103,"node_id":"MDQ6VXNlcjI0OTYxMDM=","avatar_url":"https://avatars0.githubusercontent.com/u/2496103?v=4","gravatar_id":"","url":"https://api.github.com/users/AliTajeldin","html_url":"https://github.com/AliTajeldin","followers_url":"https://api.github.com/users/AliTajeldin/followers","following_url":"https://api.github.com/users/AliTajeldin/following{/other_user}","gists_url":"https://api.github.com/users/AliTajeldin/gists{/gist_id}","starred_url":"https://api.github.com/users/AliTajeldin/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AliTajeldin/subscriptions","organizations_url":"https://api.github.com/users/AliTajeldin/orgs","repos_url":"https://api.github.com/users/AliTajeldin/repos","events_url":"https://api.github.com/users/AliTajeldin/events{/privacy}","received_events_url":"https://api.github.com/users/AliTajeldin/received_events","type":"User","site_admin":false},{"login":"cloudysail","id":25990322,"node_id":"MDQ6VXNlcjI1OTkwMzIy","avatar_url":"https://avatars2.githubusercontent.com/u/25990322?v=4","gravatar_id":"","url":"https://api.github.com/users/cloudysail","html_url":"https://github.com/cloudysail","followers_url":"https://api.github.com/users/cloudysail/followers","following_url":"https://api.github.com/users/cloudysail/following{/other_user}","gists_url":"https://api.github.com/users/cloudysail/gists{/gist_id}","starred_url":"https://api.github.com/users/cloudysail/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/cloudysail/subscriptions","organizations_url":"https://api.github.com/users/cloudysail/orgs","repos_url":"https://api.github.com/users/cloudysail/repos","events_url":"https://api.github.com/users/cloudysail/events{/privacy}","received_events_url":"https://api.github.com/users/cloudysail/received_events","type":"User","site_admin":false}],"requested_teams":[],"labels":[{"id":783458451,"node_id":"MDU6TGFiZWw3ODM0NTg0NTE=","url":"https://api.github.com/repos/TresAmigosSD/SMV/labels/review","name":"review","color":"ededed","default":false}],"milestone":null,"commits_url":"https://api.github.com/repos/TresAmigosSD/SMV/pulls/1355/commits","review_comments_url":"https://api.github.com/repos/TresAmigosSD/SMV/pulls/1355/comments","review_comment_url":"https://api.github.com/repos/TresAmigosSD/SMV/pulls/comments{/number}","comments_url":"https://api.github.com/repos/TresAmigosSD/SMV/issues/1355/comments","statuses_url":"https://api.github.com/repos/TresAmigosSD/SMV/statuses/1cfb9e04120d3b9f0f727a181b2e283d98f0800e","head":{"label":"TresAmigosSD:i1341_SmvDesc_and_SmvLabel_to_python","ref":"i1341_SmvDesc_and_SmvLabel_to_python","sha":"1cfb9e04120d3b9f0f727a181b2e283d98f0800e","user":{"login":"TresAmigosSD","id":8399020,"node_id":"MDEyOk9yZ2FuaXphdGlvbjgzOTkwMjA=","avatar_url":"https://avatars2.githubusercontent.com/u/8399020?v=4","grava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