atlas_lineage | 🎉 Initial commit.

Signed-off-by: mgorsk1 <gorskimariusz13@gmail.com>

common/amundsen_common/utils/__init__.py

@@ -0,0 +1,2 @@
+# Copyright Contributors to the Amundsen project.
+# SPDX-License-Identifier: Apache-2.0

common/amundsen_common/utils/atlas_utils.py

@@ -0,0 +1,245 @@
+# Copyright Contributors to the Amundsen project.
+# SPDX-License-Identifier: Apache-2.0
+import abc
+import re
+from typing import Any, Dict, Optional
+
+
+class AtlasStatus:
+    ACTIVE = "ACTIVE"
+    DELETED = "DELETED"
+
+
+class AtlasCommonParams:
+    qn = 'qualifiedName'
+    guid = 'guid'
+    attrs = 'attributes'
+    rels = 'relationshipAttributes'
+    uri = 'entityUri'
+
+
+class AtlasCommonTypes:
+    bookmark = 'Bookmark'
+    user = 'User'
+    reader = 'Reader'
+
+
+class AtlasTableTypes:
+    table = 'Table'
+
+
+class AtlasDashboardTypes:
+    metadata = 'Dashboard'
+    group = 'DashboardGroup'
+    query = 'DashboardQuery'
+    chart = 'DashboardChart'
+    execution = 'DashboardExecution'
+
+
+class AtlasKey(abc.ABC):
+    """
+    Class for unification of entity keys between Atlas and Amundsen ecosystems.
+
+    Since Atlas can be populated both by tools from 'Atlas world' (like Apache Atlas Hive hook/bridge) and Amundsen
+    Databuilder (and each of the approach has a different way to render unique identifiers) we need such class
+    to serve as unification layer.
+    """
+
+    def __init__(self, raw_id: str, database: Optional[str] = None) -> None:
+        self._raw_identifier = raw_id
+        self._database = database
+
+    @property
+    def is_qualified_name(self) -> bool:
+        """
+        Property assessing whether raw_id is qualified name.
+
+        :returns: -
+        """
+        if self.atlas_qualified_name_regex.match(self._raw_identifier):
+            return True
+        else:
+            return False
+
+    @property
+    def is_amundsen_key(self) -> bool:
+        """
+        Property assessing whether raw_id is amundsen key.
+
+        :returns: -
+        """
+        if self.amundsen_key_regex.match(self._raw_identifier):
+            return True
+        else:
+            return False
+
+    def get_details(self) -> Dict[str, str]:
+        """
+        Collect as many details from key (either qn or amundsen key)
+
+        :returns: dictionary of entity properties derived from key
+        """
+        if self.is_qualified_name:
+            return self._get_details_from_qualified_name()
+        elif self.is_amundsen_key:
+            return self._get_details_from_key()
+        else:
+            raise ValueError(f'Value is neither valid qualified name nor amundsen key: {self._raw_identifier}')
+
+    def _get_details(self, pattern: Any) -> Dict[str, str]:
+        """
+        Helper function collecting data from regex match
+
+        :returns: dictionary of matched regex groups with their values
+        """
+        try:
+            result = pattern.match(self._raw_identifier).groupdict()
+
+            return result
+        except KeyError:
+            raise KeyError
+
+    def _get_details_from_qualified_name(self) -> Dict[str, str]:
+        """
+        Collect as many details from qualified name
+
+        :returns: dictionary of entity properties derived from qualified name
+        """
+        try:
+            return self._get_details(self.atlas_qualified_name_regex)
+        except KeyError:
+            raise ValueError(f'This is not valid qualified name: {self._raw_identifier}')
+
+    def _get_details_from_key(self) -> Dict[str, str]:
+        """
+        Collect as many details from amundsen key
+
+        :returns: dictionary of entity properties derived from amundsen key
+        """
+        try:
+            return self._get_details(self.amundsen_key_regex)
+        except KeyError:
+            raise ValueError(f'This is not valid qualified name: {self._raw_identifier}')
+
+    @property
+    @abc.abstractmethod
+    def atlas_qualified_name_regex(self) -> Any:
+        """
+        Regex for validating qualified name (and collecting details from qn parts)
+
+        :returns: -
+        """
+        pass
+
+    @property
+    @abc.abstractmethod
+    def amundsen_key_regex(self) -> Any:
+        """
+        Regex for validating amundsen key (and collecting details from key parts)
+
+        :returns: -
+        """
+        pass
+
+    @property
+    @abc.abstractmethod
+    def qualified_name(self) -> str:
+        """
+        Properly formatted qualified name
+
+        :returns: -
+        """
+        pass
+
+    @property
+    @abc.abstractmethod
+    def amundsen_key(self) -> str:
+        """
+        Properly formetted amundsen key
+
+        :returns: -
+        """
+        pass
+
+
+class AtlasTableKey(AtlasKey):
+    @property
+    def atlas_qualified_name_regex(self) -> Any:
+        return re.compile(r'^(?P<schema>.*?)\.(?P<table>.*)@(?P<cluster>.*?)$', re.X)
+
+    @property
+    def amundsen_key_regex(self) -> Any:
+        return re.compile(r'^(?P<database>.*?)://(?P<cluster>.*)\.(?P<schema>.*?)\/(?P<table>.*?)$', re.X)
+
+    @property
+    def qualified_name(self) -> str:
+        if not self.is_qualified_name:
+            spec = self._get_details_from_key()
+
+            schema = spec['schema']
+            table = spec['table']
+            cluster = spec['cluster']
+
+            return f'{schema}.{table}@{cluster}'
+        else:
+            return self._raw_identifier
+
+    @property
+    def amundsen_key(self) -> str:
+        if self.is_qualified_name:
+            spec = self._get_details_from_qualified_name()
+
+            schema = spec['schema']
+            table = spec['table']
+            cluster = spec['cluster']
+
+            return f'{self._database}://{cluster}.{schema}/{table}'
+        elif self.is_amundsen_key:
+            return self._raw_identifier
+        else:
+            raise ValueError(f'Value is neither qualified name nor amundsen key: {self._raw_identifier}')
+
+
+class AtlasColumnKey(AtlasKey):
+    @property
+    def atlas_qualified_name_regex(self) -> Any:
+        return re.compile(r'^(?P<schema>.*?)\.(?P<table>.*?)\.(?P<column>.*?)@(?P<cluster>.*?)$', re.X)
+
+    @property
+    def amundsen_key_regex(self) -> Any:
+        return re.compile(r'^(?P<database>.*?)://(?P<cluster>.*)\.(?P<schema>.*?)\/(?P<table>.*?)\/(?P<column>.*)$',
+                          re.X)
+
+    @property
+    def qualified_name(self) -> str:
+        if self.is_amundsen_key:
+            spec = self._get_details_from_key()
+
+            schema = spec['schema']
+            table = spec['table']
+            cluster = spec['cluster']
+            column = spec['column']
+
+            return f'{schema}.{table}.{column}@{cluster}'
+        elif self.is_qualified_name:
+            return self._raw_identifier
+        else:
+            raise ValueError(f'Value is neither qualified name nor amundsen key: {self._raw_identifier}')
+
+    @property
+    def amundsen_key(self) -> str:
+        if self.is_qualified_name:
+            spec = self._get_details_from_qualified_name()
+
+            schema = spec['schema']
+            table = spec['table']
+            cluster = spec['cluster']
+            column = spec['column']
+
+            source = self._database.replace('column', 'table') if self._database else ''
+
+            return f'{source}://{cluster}.{schema}/{table}/{column}'
+        elif self.is_amundsen_key:
+            return self._raw_identifier
+        else:
+            raise ValueError(f'Value is neither qualified name nor amundsen key: {self._raw_identifier}')