forked from great-expectations/great_expectations
-
Notifications
You must be signed in to change notification settings - Fork 0
/
azure-pipelines.yml
338 lines (275 loc) · 11.4 KB
/
azure-pipelines.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
trigger:
- develop
- main
resources:
containers:
- container: postgres
image: postgres:11
ports:
- 5432:5432
env:
POSTGRES_DB: "test_ci"
POSTGRES_HOST_AUTH_METHOD: "trust"
- container: mysql
image: mysql:8.0.20
ports:
- 3306:3306
env:
MYSQL_ALLOW_EMPTY_PASSWORD: "yes"
MYSQL_DATABASE: test_ci
- container: mssql
image: microsoft/mssql-server-linux
env:
ACCEPT_EULA: Y
MSSQL_SA_PASSWORD: ReallyStrongPwd1234%^&*
MSSQL_DB: test_ci
MSSQL_PID: Developer
ports:
- 1433:1433
variables:
isMain: $[eq(variables['Build.SourceBranch'], 'refs/heads/main')]
GE_USAGE_STATISTICS_URL: "https://qa.stats.greatexpectations.io/great_expectations/v1/usage_statistics"
stages:
- stage: lint
pool:
vmImage: 'ubuntu-latest'
jobs:
- job: lint
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: 3.7
displayName: 'Use Python 3.7'
- script: |
pip install isort[requirements]==5.4.2 flake8==3.8.3 black==20.8b1 pyupgrade==2.7.2
EXIT_STATUS=0
isort . --check-only --skip docs/ || EXIT_STATUS=$?
black --check --exclude docs/ . || EXIT_STATUS=$?
flake8 great_expectations/core || EXIT_STATUS=$?
pyupgrade --py3-plus || EXIT_STATUS=$?
exit $EXIT_STATUS
- stage: required
pool:
vmImage: 'ubuntu-latest'
dependsOn: []
jobs:
- job: compatibility_matrix
variables:
GE_pytest_pip_opts: '--requirement requirements-dev-util.txt --requirement requirements-dev-test.txt'
GE_pytest_opts: '--no-sqlalchemy --no-spark'
strategy:
matrix:
Python36-Pandas023:
python.version: '3.6'
pandas.version: '0.23.4'
Python37-Pandas025:
python.version: '3.7'
pandas.version: '0.25.3'
Python38-PandasLatest:
python.version: '3.8'
pandas.version: 'latest'
# TODO: refactor steps into a task
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip==20.2.4
displayName: 'Update pip'
- bash: pip install pandas
condition: eq(variables['pandas.version'], 'latest')
displayName: 'Install pandas latest'
- bash: pip install pandas==$(pandas.version)
condition: ne(variables['pandas.version'], 'latest')
displayName: 'Install pandas - $(pandas.version)'
- script: |
pip install $(GE_pytest_pip_opts)
pip install --requirement requirements.txt
# Consider fragmenting *all* integration tests into separate folder and run
pip install .
displayName: 'Install dependencies'
- script: |
pip install pytest pytest-cov pytest-azurepipelines
pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html
displayName: 'pytest'
- task: PublishTestResults@2
condition: succeededOrFailed()
inputs:
testResultsFiles: '**/test-*.xml'
testRunTitle: 'Publish test results for Python $(python.version)'
- task: PublishCodeCoverageResults@1
inputs:
codeCoverageTool: Cobertura
summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml'
reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov'
- job: comprehensive
services:
postgres: postgres
variables:
GE_pytest_pip_opts: '--requirement requirements-dev-util.txt --requirement requirements-dev-spark.txt --requirement requirements-dev-sqlalchemy.txt --requirement requirements-dev-test.txt'
GE_pytest_opts: ''
strategy:
matrix:
Python36:
python.version: '3.6'
pandas.version: 'latest'
Python37:
python.version: '3.7'
pandas.version: 'latest'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip==20.2.4
displayName: 'Update pip'
- script: |
sudo apt-get install -y pandoc
pip install pypandoc
displayName: 'Install pandoc'
- bash: pip install pandas
condition: eq(variables['pandas.version'], 'latest')
displayName: 'Install pandas latest'
- bash: pip install pandas==$(pandas.version)
condition: ne(variables['pandas.version'], 'latest')
displayName: 'Install pandas - $(pandas.version)'
- script: |
pip install --requirement requirements.txt
pip install $(GE_pytest_pip_opts)
pip install .
displayName: 'Install dependencies'
- script: |
pip install pytest pytest-cov pytest-azurepipelines
pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html
displayName: 'pytest'
- task: PublishTestResults@2
condition: succeededOrFailed()
inputs:
testResultsFiles: '**/test-*.xml'
testRunTitle: 'Publish test results for Python $(python.version)'
- task: PublishCodeCoverageResults@1
inputs:
codeCoverageTool: Cobertura
summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml'
reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov'
- stage: usage_stats_integration
pool:
vmImage: 'ubuntu-latest'
dependsOn: []
jobs:
- job: test_usage_stats_messages
variables:
python.version: '3.8'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip==20.2.4
displayName: 'Update pip'
- script: |
pip install --requirement requirements-dev-util.txt --requirement requirements-dev-test.txt
pip install --requirement requirements.txt
pip install .
displayName: 'Install dependencies'
- script: |
pip install pytest pytest-azurepipelines
pytest --no-spark --no-sqlalchemy --aws-integration -v tests/integration/usage_statistics
displayName: 'pytest'
- stage: db_integration
pool:
vmImage: 'ubuntu-latest'
dependsOn: []
jobs:
- job: mysql
services:
mysql: mysql
variables:
python.version: '3.8'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip==20.2.4
displayName: 'Update pip'
- script: |
printf 'Waiting for MySQL database to accept connections'
until mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --execute "SHOW DATABASES"; do
printf '.'
sleep 1;
done;
displayName: Wait for database to initialise
- script: |
echo "SET GLOBAL sql_mode=(SELECT REPLACE(@@sql_mode,'ONLY_FULL_GROUP_BY',''));" > mysql_setup_script.sql
mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --reconnect < mysql_setup_script.sql
displayName: 'Configure mysql'
- script: |
pip install --requirement requirements.txt
pip install --requirement requirements-dev-test.txt --requirement requirements-dev-sqlalchemy.txt --requirement requirements-dev-util.txt
pip install .
displayName: 'Install dependencies'
- script: |
pip install --requirement requirements.txt
pip install pytest pytest-cov pytest-azurepipelines
pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html
displayName: 'pytest'
- job: mssql
services:
mssql: mssql
variables:
python.version: '3.8'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip==20.2.4
displayName: 'Update pip'
- script: |
sqlcmd -U sa -P "ReallyStrongPwd1234%^&*" -Q "CREATE DATABASE test_ci;" -o create_db_output.txt
- script: |
pip install --requirement requirements.txt
pip install --requirement requirements-dev-test.txt --requirement requirements-dev-sqlalchemy.txt --requirement requirements-dev-util.txt
pip install .
displayName: 'Install dependencies'
- script: |
pip install pytest pytest-cov pytest-azurepipelines
pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html
displayName: 'pytest'
- stage: deploy
condition: and(succeeded(), eq(variables.isMain, true))
pool:
vmImage: 'ubuntu-latest'
dependsOn: [required, lint, db_integration, usage_stats_integration]
jobs:
- job: deploy
variables:
python.version: '3.8'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip==20.2.4
displayName: 'Update pip'
- script: |
pip install twine
pip install wheel
echo "Creating tag: $(cat ./great_expectations/deployment_version)"
git config --global user.email "[email protected]"
git config --global user.name "Great Expectations"
git tag --annotate $(cat ./great_expectations/deployment_version) -m "$(cat ./great_expectations/deployment_version)" || echo "tag exists, skipping"
displayName: 'Add new version tag'
# Build the python distribution from source
- script: |
python setup.py sdist
python setup.py bdist_wheel
displayName: 'Build distribution'
- task: TwineAuthenticate@1
inputs:
pythonUploadServiceConnection: pypi
# Use command line script to 'twine upload', use -r to pass the repository name and --config-file to pass the environment variable set by the authenticate task.
- script: |
python -m twine upload -r great-expectations --config-file $(PYPIRC_PATH) dist/*
displayName: 'Upload'