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.idea/ | ||
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# dotenv | ||
.env | ||
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# virtualenv | ||
.venv | ||
venv/ | ||
ENV/ | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.coverage | ||
.coverage.* | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
*.cover | ||
.hypothesis/ | ||
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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 | ||
env/ | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
.eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg |
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repos: | ||
- repo: https://github.com/pre-commit/pre-commit-hooks | ||
rev: v4.0.1 | ||
rev: v4.3.0 | ||
hooks: | ||
- id: check-yaml | ||
- id: end-of-file-fixer | ||
- id: trailing-whitespace | ||
- id: debug-statements | ||
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- repo: https://gitlab.com/pycqa/flake8 | ||
rev: 3.9.2 | ||
rev: 5.0.4 | ||
hooks: | ||
- id: flake8 | ||
additional_dependencies: ["flake8-bandit", "flake8-bugbear"] | ||
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- repo: https://github.com/pycqa/isort | ||
rev: 5.9.3 | ||
rev: 5.10.1 | ||
hooks: | ||
- id: isort | ||
args: ["--profile", "black", "--filter-files"] | ||
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- repo: https://github.com/psf/black | ||
rev: 21.7b0 | ||
rev: 22.8.0 | ||
hooks: | ||
- id: black | ||
language_version: python3 |
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Licensed to the Apache Software Foundation (ASF) under one | ||
or more contributor license agreements. See the NOTICE file | ||
distributed with this work for additional information | ||
regarding copyright ownership. The ASF licenses this file | ||
to you 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 | ||
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http://www.apache.org/licenses/LICENSE-2.0 | ||
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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. |
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########################################################################## | ||
# Copyright 2022 Atlan Pte, Ltd | ||
# Copyright [2015-2021] The Apache Software Foundation | ||
# | ||
# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you 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. | ||
########################################################################## | ||
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.PHONY: test_unit | ||
test_unit: | ||
python -b -m pytest tests | ||
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lint: | ||
python -m flake8 pyatlan | ||
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black: | ||
black pyatlan | ||
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.PHONY: mypy | ||
mypy: | ||
mypy --ignore-missing-imports --follow-imports=skip --strict-optional --warn-no-return . | ||
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.PHONY: test | ||
test: black lint mypy |
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Pyatlan | ||
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Copyright [2022] Atlan Pte. Ltd. | ||
Copyright [2015-2021] The Apache Software Foundation | ||
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This product includes software developed at | ||
The Apache Software Foundation (http://www.apache.org/). |
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# Apache Atlas Python Client | ||
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Python library for Apache Atlas. | ||
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## Installation | ||
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Use the package manager [pip](https://pip.pypa.io/en/stable/) to install Python client for Apache Atlas. | ||
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```bash | ||
> pip install apache-atlas | ||
``` | ||
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Verify if apache-atlas client is installed: | ||
```bash | ||
> pip list | ||
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Package Version | ||
------------ --------- | ||
apache-atlas 0.0.11 | ||
``` | ||
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## Usage | ||
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```python atlas_example.py``` | ||
```python | ||
# atlas_example.py | ||
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import time | ||
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from apache_atlas.client.base_client import AtlasClient | ||
from apache_atlas.model.instance import AtlasEntity, AtlasEntityWithExtInfo, AtlasEntitiesWithExtInfo, AtlasRelatedObjectId | ||
from apache_atlas.model.enums import EntityOperation | ||
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## Step 1: create a client to connect to Apache Atlas server | ||
client = AtlasClient('http://localhost:21000', ('admin', 'atlasR0cks!')) | ||
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# For Kerberos authentication, use HTTPKerberosAuth as shown below | ||
# | ||
# from requests_kerberos import HTTPKerberosAuth | ||
# | ||
# client = AtlasClient('http://localhost:21000', HTTPKerberosAuth()) | ||
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# to disable SSL certificate validation (not recommended for production use!) | ||
# | ||
# client.session.verify = False | ||
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## Step 2: Let's create a database entity | ||
test_db = AtlasEntity({ 'typeName': 'hive_db' }) | ||
test_db.attributes = { 'name': 'test_db', 'clusterName': 'prod', 'qualifiedName': 'test_db@prod' } | ||
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entity_info = AtlasEntityWithExtInfo() | ||
entity_info.entity = test_db | ||
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print('Creating test_db') | ||
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resp = client.entity.create_entity(entity_info) | ||
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guid_db = resp.get_assigned_guid(test_db.guid) | ||
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print(' created test_db: guid=' + guid_db) | ||
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## Step 3: Let's create a table entity, and two column entities - in one call | ||
test_tbl = AtlasEntity({ 'typeName': 'hive_table' }) | ||
test_tbl.attributes = { 'name': 'test_tbl', 'qualifiedName': 'test_db.test_tbl@prod' } | ||
test_tbl.relationshipAttributes = { 'db': AtlasRelatedObjectId({ 'guid': guid_db }) } | ||
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test_col1 = AtlasEntity({ 'typeName': 'hive_column' }) | ||
test_col1.attributes = { 'name': 'test_col1', 'type': 'string', 'qualifiedName': 'test_db.test_tbl.test_col1@prod' } | ||
test_col1.relationshipAttributes = { 'table': AtlasRelatedObjectId({ 'guid': test_tbl.guid }) } | ||
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test_col2 = AtlasEntity({ 'typeName': 'hive_column' }) | ||
test_col2.attributes = { 'name': 'test_col2', 'type': 'string', 'qualifiedName': 'test_db.test_tbl.test_col2@prod' } | ||
test_col2.relationshipAttributes = { 'table': AtlasRelatedObjectId({ 'guid': test_tbl.guid }) } | ||
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entities_info = AtlasEntitiesWithExtInfo() | ||
entities_info.entities = [ test_tbl, test_col1, test_col2 ] | ||
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print('Creating test_tbl') | ||
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resp = client.entity.create_entities(entities_info) | ||
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guid_tbl = resp.get_assigned_guid(test_tbl.guid) | ||
guid_col1 = resp.get_assigned_guid(test_col1.guid) | ||
guid_col2 = resp.get_assigned_guid(test_col2.guid) | ||
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print(' created test_tbl: guid=' + guid_tbl) | ||
print(' created test_tbl.test_col1: guid=' + guid_col1) | ||
print(' created test_tbl.test_col2: guid=' + guid_col2) | ||
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## Step 4: Let's create a view entity that feeds from the table created earlier | ||
# Also create a lineage between the table and the view, and lineages between their columns as well | ||
test_view = AtlasEntity({ 'typeName': 'hive_table' }) | ||
test_view.attributes = { 'name': 'test_view', 'qualifiedName': 'test_db.test_view@prod' } | ||
test_view.relationshipAttributes = { 'db': AtlasRelatedObjectId({ 'guid': guid_db }) } | ||
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test_view_col1 = AtlasEntity({ 'typeName': 'hive_column' }) | ||
test_view_col1.attributes = { 'name': 'test_col1', 'type': 'string', 'qualifiedName': 'test_db.test_view.test_col1@prod' } | ||
test_view_col1.relationshipAttributes = { 'table': AtlasRelatedObjectId({ 'guid': test_view.guid }) } | ||
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test_view_col2 = AtlasEntity({ 'typeName': 'hive_column' }) | ||
test_view_col2.attributes = { 'name': 'test_col2', 'type': 'string', 'qualifiedName': 'test_db.test_view.test_col2@prod' } | ||
test_view_col2.relationshipAttributes = { 'table': AtlasRelatedObjectId({ 'guid': test_view.guid }) } | ||
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test_process = AtlasEntity({ 'typeName': 'hive_process' }) | ||
test_process.attributes = { 'name': 'create_test_view', 'userName': 'admin', 'operationType': 'CREATE', 'qualifiedName': 'create_test_view@prod' } | ||
test_process.attributes['queryText'] = 'create view test_view as select * from test_tbl' | ||
test_process.attributes['queryPlan'] = '<queryPlan>' | ||
test_process.attributes['queryId'] = '<queryId>' | ||
test_process.attributes['startTime'] = int(time.time() * 1000) | ||
test_process.attributes['endTime'] = int(time.time() * 1000) | ||
test_process.relationshipAttributes = { 'inputs': [ AtlasRelatedObjectId({ 'guid': guid_tbl }) ], 'outputs': [ AtlasRelatedObjectId({ 'guid': test_view.guid }) ] } | ||
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test_col1_lineage = AtlasEntity({ 'typeName': 'hive_column_lineage' }) | ||
test_col1_lineage.attributes = { 'name': 'test_view.test_col1 lineage', 'depenendencyType': 'read', 'qualifiedName': 'test_db.test_view.test_col1@prod' } | ||
test_col1_lineage.attributes['query'] = { 'guid': test_process.guid } | ||
test_col1_lineage.relationshipAttributes = { 'inputs': [ AtlasRelatedObjectId({ 'guid': guid_col1 }) ], 'outputs': [ AtlasRelatedObjectId({ 'guid': test_view_col1.guid }) ] } | ||
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test_col2_lineage = AtlasEntity({ 'typeName': 'hive_column_lineage' }) | ||
test_col2_lineage.attributes = { 'name': 'test_view.test_col2 lineage', 'depenendencyType': 'read', 'qualifiedName': 'test_db.test_view.test_col2@prod' } | ||
test_col2_lineage.attributes['query'] = { 'guid': test_process.guid } | ||
test_col2_lineage.relationshipAttributes = { 'inputs': [ AtlasRelatedObjectId({ 'guid': guid_col2 }) ], 'outputs': [ AtlasRelatedObjectId({ 'guid': test_view_col2.guid }) ] } | ||
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entities_info = AtlasEntitiesWithExtInfo() | ||
entities_info.entities = [ test_process, test_col1_lineage, test_col2_lineage ] | ||
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entities_info.add_referenced_entity(test_view) | ||
entities_info.add_referenced_entity(test_view_col1) | ||
entities_info.add_referenced_entity(test_view_col2) | ||
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print('Creating test_view') | ||
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resp = client.entity.create_entities(entities_info) | ||
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guid_view = resp.get_assigned_guid(test_view.guid) | ||
guid_view_col1 = resp.get_assigned_guid(test_view_col1.guid) | ||
guid_view_col2 = resp.get_assigned_guid(test_view_col2.guid) | ||
guid_process = resp.get_assigned_guid(test_process.guid) | ||
guid_col1_lineage = resp.get_assigned_guid(test_col1_lineage.guid) | ||
guid_col2_lineage = resp.get_assigned_guid(test_col2_lineage.guid) | ||
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print(' created test_view: guid=' + guid_view) | ||
print(' created test_view.test_col1: guid=' + guid_view_col1) | ||
print(' created test_view.test_col2: guid=' + guid_view_col1) | ||
print(' created test_view lineage: guid=' + guid_process) | ||
print(' created test_col1 lineage: guid=' + guid_col1_lineage) | ||
print(' created test_col2 lineage: guid=' + guid_col2_lineage) | ||
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## Step 5: Finally, cleanup by deleting entities created above | ||
print('Deleting entities') | ||
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resp = client.entity.delete_entities_by_guids([ guid_col1_lineage, guid_col2_lineage, guid_process, guid_view, guid_tbl, guid_db ]) | ||
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deleted_count = len(resp.mutatedEntities[EntityOperation.DELETE.name]) if resp and resp.mutatedEntities and EntityOperation.DELETE.name in resp.mutatedEntities else 0 | ||
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print(' ' + str(deleted_count) + ' entities deleted') | ||
``` | ||
For more examples, checkout `sample-app` python project in [atlas-examples](https://github.com/apache/atlas/blob/master/atlas-examples/sample-app/src/main/python/sample_client.py) module. |
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