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The package is capable of connecting to an Apache Atlas endpoint, downloading and uploading entities and typedefs. It supports a column lineage scaffolding that is similar to the Hive Bridge way of doing column lineage. Entity and Relationship Type Defs are supported with the class objects. Realtionships have a default table and column mapping as per the hive bridge style (endDef1 is pointing to a table and creates the columns attribute, endDef2 is pointing at the column and creates the table attribute). Finally, the pyapacheatlas package can be installed after building the wheel files.
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# VS Code | ||
.vscode | ||
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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
*$py.class | ||
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# C extensions | ||
*.so | ||
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# Distribution / packaging | ||
.Python | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
.eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
share/python-wheels/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg | ||
MANIFEST | ||
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# PyInstaller | ||
# Usually these files are written by a python script from a template | ||
# before PyInstaller builds the exe, so as to inject date/other infos into it. | ||
*.manifest | ||
*.spec | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.nox/ | ||
.coverage | ||
.coverage.* | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
*.cover | ||
*.py,cover | ||
.hypothesis/ | ||
.pytest_cache/ | ||
cover/ | ||
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# Translations | ||
*.mo | ||
*.pot | ||
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# Django stuff: | ||
*.log | ||
local_settings.py | ||
db.sqlite3 | ||
db.sqlite3-journal | ||
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# Flask stuff: | ||
instance/ | ||
.webassets-cache | ||
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# Scrapy stuff: | ||
.scrapy | ||
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# Sphinx documentation | ||
docs/_build/ | ||
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# PyBuilder | ||
.pybuilder/ | ||
target/ | ||
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# Jupyter Notebook | ||
.ipynb_checkpoints | ||
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# IPython | ||
profile_default/ | ||
ipython_config.py | ||
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# pyenv | ||
# For a library or package, you might want to ignore these files since the code is | ||
# intended to run in multiple environments; otherwise, check them in: | ||
# .python-version | ||
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# pipenv | ||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. | ||
# However, in case of collaboration, if having platform-specific dependencies or dependencies | ||
# having no cross-platform support, pipenv may install dependencies that don't work, or not | ||
# install all needed dependencies. | ||
#Pipfile.lock | ||
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow | ||
__pypackages__/ | ||
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# Celery stuff | ||
celerybeat-schedule | ||
celerybeat.pid | ||
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# SageMath parsed files | ||
*.sage.py | ||
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# Environments | ||
.env | ||
.venv | ||
env/ | ||
venv/ | ||
ENV/ | ||
env.bak/ | ||
venv.bak/ | ||
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# Spyder project settings | ||
.spyderproject | ||
.spyproject | ||
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# Rope project settings | ||
.ropeproject | ||
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# mkdocs documentation | ||
/site | ||
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# mypy | ||
.mypy_cache/ | ||
.dmypy.json | ||
dmypy.json | ||
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# Pyre type checker | ||
.pyre/ | ||
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# pytype static type analyzer | ||
.pytype/ | ||
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# Cython debug symbols | ||
cython_debug/ | ||
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# Personal edits | ||
hive-reference/ |
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MIT License | ||
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Copyright (c) 2020 Will Johnson | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy of | ||
this software and associated documentation files (the "Software"), to deal in | ||
the Software without restriction, including without limitation the rights to | ||
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies | ||
of the Software, and to permit persons to whom the Software is furnished to do | ||
so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, | ||
INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A | ||
PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT | ||
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF | ||
CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE | ||
OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
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# PyApacheAtlas | ||
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A python package to work with the Apache Atlas API and support bulk loading from different file types. |
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# TODO | ||
# from .readers import from_excel |
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from .ouathmsft import OAuthMSFT |
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class AtlasAuthBase(): | ||
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def __init__(self): | ||
super().__init__() |
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from datetime import datetime | ||
import json | ||
import requests | ||
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class OAuthMSFT(): | ||
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def __init__(self, tenant_id, client_id, client_secret): | ||
super().__init__() | ||
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self.ouath_url = "https://login.microsoftonline.com/" + tenant_id + "/oauth2/token" | ||
self.data = {"resource": "https://management.core.windows.net/", | ||
"client_id": client_id, | ||
"grant_type": "client_credentials", | ||
"client_secret": client_secret} | ||
self.access_token = None | ||
self.expiration = datetime.now() | ||
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def _set_access_token(self): | ||
authResponse = requests.post(self.ouath_url, data=self.data) | ||
if authResponse.status_code != 200: | ||
authResponse.raise_for_status() | ||
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authJson = json.loads(authResponse.text) | ||
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self.access_token = authJson["access_token"] | ||
self.expiration = datetime.fromtimestamp(int(authJson["expires_in"])) | ||
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def get_headers(self): | ||
if self.expiration <= datetime.now(): | ||
self._set_access_token() | ||
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return { | ||
"Authorization": "Bearer " + self.access_token, | ||
"Content-Type": "application/json" | ||
} |
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from .client import AtlasClient | ||
from .entity import AtlasEntity | ||
from .typedef import ( | ||
EntityTypeDef, | ||
TypeCategory | ||
) |
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import json | ||
import requests | ||
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from .typedef import TypeCategory | ||
from .entity import AtlasEntity | ||
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class AtlasClient(): | ||
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def __init__(self, endpoint_url, authentication = None): | ||
super().__init__() | ||
self.authentication = authentication | ||
self.endpoint_url = endpoint_url | ||
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def get_entity(self, guid, use_cache = False): | ||
results = None | ||
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if isinstance(guid, list): | ||
guid_str = '&guid='.join(guid) | ||
else: | ||
guid_str = guid | ||
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atlas_endpoint = self.endpoint_url + "/entity/bulk?guid={}".format(guid_str) | ||
getEntity = requests.get(atlas_endpoint, headers=self.authentication.get_headers()) | ||
results = json.loads(getEntity.text) | ||
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return results | ||
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def get_typedef(self, type_category, guid = None, name = None, use_cache = False): | ||
results = None | ||
atlas_endpoint = self.endpoint_url + "/types/{}def".format(type_category.value) | ||
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if guid: | ||
atlas_endpoint = atlas_endpoint + '/guid/{}'.format(guid) | ||
elif name: | ||
atlas_endpoint = atlas_endpoint + '/name/{}'.format(name) | ||
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getEntity = requests.get(atlas_endpoint, headers=self.authentication.get_headers()) | ||
results = json.loads(getEntity.text) | ||
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return results | ||
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def upload_typedefs(self, typedefs): | ||
# Should this take a list of type defs and figure out the formatting by itself? | ||
# Should you pass in a AtlasTypesDef object and be forced to build it yourself? | ||
results = None | ||
atlas_endpoint = self.endpoint_url + "/types/typedefs" | ||
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payload = typedefs | ||
required_keys = ["classificationDefs", "entityDefs", "enumDefs", "relationshipDefs", "structDefs"] | ||
current_keys = list(typedefs.keys()) | ||
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# Does the typedefs conform to the required pattern? | ||
if not any([req in current_keys for req in required_keys]): | ||
# Assuming this is a single typedef | ||
payload = {typedefs.category.lower()+"Defs":[typedefs]} | ||
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postTypeDefs = requests.post(atlas_endpoint, json=payload, | ||
headers=self.authentication.get_headers() | ||
) | ||
results = json.loads(postTypeDefs.text) | ||
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return results | ||
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@staticmethod | ||
def _prepare_entity_upload(batch): | ||
payload = batch | ||
required_keys = ["entities"] | ||
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if isinstance(batch, list): | ||
# It's a list, so we're assuming it's a list of entities | ||
# TODO Incorporate AtlasEntity | ||
payload = {"entities":batch} | ||
elif isinstance(batch, dict): | ||
current_keys = list(batch.keys()) | ||
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# Does the dict entity conform to the required pattern? | ||
if not any([req in current_keys for req in required_keys]): | ||
# Assuming this is a single entity | ||
# TODO Incorporate AtlasEntity | ||
payload = {"entities":[batch]} | ||
elif isinstance(batch, AtlasEntity): | ||
payload = {"entities":[batch.to_json()]} | ||
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return payload | ||
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@staticmethod | ||
def validate_entities(batch): | ||
raise NotImplementedError | ||
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def upload_entities(self,batch): | ||
# TODO Include a Do Not Overwrite call | ||
results = None | ||
atlas_endpoint = self.endpoint_url + "/entity/bulk" | ||
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payload = AtlasClient._prepare_entity_upload(batch) | ||
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postBulkEntities = requests.post(atlas_endpoint, json=payload, | ||
headers=self.authentication.get_headers() | ||
) | ||
results = json.loads(postBulkEntities.text) | ||
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return results | ||
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class AtlasEntity(): | ||
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def __init__(self, name, typeName, qualified_name, guid = None, **kwargs): | ||
super().__init__() | ||
self.typeName = typeName | ||
self.guid = guid | ||
self.attributes = kwargs.get("attributes", {}) | ||
self.attributes.update({"name": name, "qualifiedName": qualified_name}) | ||
# Example Relationship Attribute | ||
# {"relationshipName": { | ||
# "qualifiedName": "", | ||
# "guid": "", | ||
# "typeName": "" | ||
# }} | ||
self.relationshipAttributes = kwargs.get("relationshipAttributes", {}) | ||
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def to_json(self, minimum=False): | ||
if minimum: | ||
output = { | ||
"typeName": self.typeName, | ||
"guid": self.guid, | ||
"qualifiedName": self.attributes["qualifiedName"] | ||
} | ||
else: | ||
output = { | ||
"typeName": self.typeName, | ||
"guid": self.guid, | ||
"attributes": self.attributes, | ||
"relationshipAttributes": self.relationshipAttributes | ||
} | ||
return output | ||
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class AtlasProcess(AtlasEntity): | ||
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def __init__(self, name, typeName, qualified_name, inputs, outputs, guid=None, **kwargs): | ||
super().__init__(name, typeName, qualified_name, guid=guid, **kwargs) | ||
self.attributes.update({"inputs": inputs, "outputs": outputs}) |
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