-
Notifications
You must be signed in to change notification settings - Fork 217
274 lines (241 loc) · 10.8 KB
/
test-warehouse.yml
File metadata and controls
274 lines (241 loc) · 10.8 KB
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
name: Test warehouse platform
on:
workflow_dispatch:
inputs:
warehouse-type:
type: choice
required: true
description: Type of warehouse platform
options:
- postgres
- snowflake
- bigquery
- redshift
- databricks_catalog
- spark
- athena
- clickhouse
elementary-ref:
type: string
required: false
description: Branch or tag to checkout for 'elementary' repository
dbt-data-reliability-ref:
type: string
required: false
description: Branch or tag to checkout for 'dbt-data-reliability' repository
dbt-version:
type: string
required: false
description: dbt's version to test with
generate-data:
type: boolean
required: false
default: false
description: Whether to generate new data
workflow_call:
inputs:
warehouse-type:
type: string
required: true
elementary-ref:
type: string
required: false
dbt-data-reliability-ref:
type: string
required: false
dbt-version:
type: string
required: false
generate-data:
type: boolean
required: false
default: false
env:
BRANCH_NAME: ${{ github.head_ref || github.ref_name }}
ELEMENTARY_DBT_PACKAGE_PATH: ${{ github.workspace }}/dbt-data-reliability
CLI_INTERNAL_DBT_PKG_DIR: ${{ github.workspace }}/elementary/elementary/monitor/dbt_project
E2E_DBT_PROJECT_DIR: ${{ github.workspace }}/elementary/tests/e2e_dbt_project
jobs:
test:
runs-on: ubuntu-latest
defaults:
run:
working-directory: elementary
concurrency:
# This is what eventually defines the schema name in the data platform.
group: tests_${{ inputs.warehouse-type }}_dbt_${{ inputs.dbt-version }}_${{ github.head_ref || github.ref_name }}
cancel-in-progress: true
steps:
- name: Checkout Elementary
uses: actions/checkout@v4
with:
path: elementary
ref: ${{ inputs.elementary-ref }}
- name: Checkout dbt package
uses: actions/checkout@v4
with:
repository: elementary-data/dbt-data-reliability
path: dbt-data-reliability
ref: ${{ inputs.dbt-data-reliability-ref }}
- name: Start Postgres
if: inputs.warehouse-type == 'postgres'
working-directory: ${{ env.E2E_DBT_PROJECT_DIR }}
run: docker compose up -d postgres
- name: Start Clickhouse
if: inputs.warehouse-type == 'clickhouse'
working-directory: ${{ env.E2E_DBT_PROJECT_DIR }}
run: docker compose up -d clickhouse
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: "3.10"
- name: Install Spark requirements
if: inputs.warehouse-type == 'spark'
run: sudo apt-get install python-dev libsasl2-dev gcc
- name: Install dbt
run: >
pip install
"dbt-core${{ inputs.dbt-version && format('=={0}', inputs.dbt-version) }}"
"dbt-${{ (inputs.warehouse-type == 'databricks_catalog' && 'databricks') || (inputs.warehouse-type == 'athena' && 'athena-community') || inputs.warehouse-type }}${{ inputs.dbt-version && format('~={0}', inputs.dbt-version) }}"
- name: Install Elementary
run: |
pip install -r dev-requirements.txt
pip install ".[${{ (inputs.warehouse-type == 'databricks_catalog' && 'databricks') || inputs.warehouse-type }}]"
- name: Write dbt profiles
env:
CI_WAREHOUSE_SECRETS: ${{ secrets.CI_WAREHOUSE_SECRETS || '' }}
run: |
DBT_VERSION=$(pip show dbt-core | grep -i version | awk '{print $2}' | sed 's/\.//g')
UNDERSCORED_REF_NAME=$(echo "${{ inputs.warehouse-type }}_dbt_${DBT_VERSION}_${BRANCH_NAME}" | awk '{print tolower($0)}' | head -c 40 | sed "s/[-\/]/_/g")
python "${{ github.workspace }}/elementary/tests/profiles/generate_profiles.py" \
--template "${{ github.workspace }}/elementary/tests/profiles/profiles.yml.j2" \
--output ~/.dbt/profiles.yml \
--schema-name "py_$UNDERSCORED_REF_NAME"
- name: Run Python package unit tests
run: pytest -vv tests/unit --warehouse-type ${{ inputs.warehouse-type }}
- name: Run Python package integration tests
run: pytest -vv tests/integration --warehouse-type ${{ inputs.warehouse-type }}
- name: Install dbt package
run: |
ELEMENTARY_PKG_LOCATION=$(pip show elementary-data | grep -i location | awk '{print $2}')
DBT_PROJECT_PATH="$ELEMENTARY_PKG_LOCATION/elementary/monitor/dbt_project"
DBT_PKGS_PATH="$DBT_PROJECT_PATH/dbt_packages"
dbt deps --project-dir "$DBT_PROJECT_PATH"
rm -rf "$DBT_PKGS_PATH/elementary"
ln -vs "$GITHUB_WORKSPACE/dbt-data-reliability" "$DBT_PKGS_PATH/elementary"
- name: Run deps for E2E dbt project
working-directory: ${{ env.E2E_DBT_PROJECT_DIR }}
env:
ELEMENTARY_DBT_PACKAGE_PATH: ${{ env.ELEMENTARY_DBT_PACKAGE_PATH }}
run: |
dbt deps
- name: Seed e2e dbt project
working-directory: ${{ env.E2E_DBT_PROJECT_DIR }}
if: inputs.warehouse-type == 'postgres' || inputs.warehouse-type == 'clickhouse' || inputs.generate-data
run: |
python generate_data.py
dbt seed -f --target "${{ inputs.warehouse-type }}"
- name: Run e2e dbt project
working-directory: ${{ env.E2E_DBT_PROJECT_DIR }}
run: |
dbt run --target "${{ inputs.warehouse-type }}" || true
# Validate run_results.json: only error_model should be non-success
jq -e '
[.results[] | select(.status != "success") | .unique_id]
| length == 1 and .[0] == "model.elementary_integration_tests.error_model"
' target/run_results.json > /dev/null
jq_exit=$?
if [ $jq_exit -eq 0 ]; then
echo "✅ Validation passed: only error_model failed."
else
echo "❌ Validation failed. Unexpected failures:"
jq '[.results[] | select(.status != "success") | .unique_id] | join(", ")' target/run_results.json
fi
exit $jq_exit
- name: Test e2e dbt project
working-directory: ${{ env.E2E_DBT_PROJECT_DIR }}
continue-on-error: true
run: |
dbt test --target "${{ inputs.warehouse-type }}"
- name: Run help
run: edr --help
- name: Run monitor
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
env:
SLACK_WEBHOOK: ${{ secrets.CI_SLACK_WEBHOOK }}
run: >
edr monitor
-t "${{ inputs.warehouse-type }}"
--group-by table
--project-dir "${{ env.E2E_DBT_PROJECT_DIR }}"
--project-profile-target "${{ inputs.warehouse-type }}"
--slack-webhook "$SLACK_WEBHOOK"
- name: Validate alerts statuses were updated
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
working-directory: ${{ env.CLI_INTERNAL_DBT_PKG_DIR }}
run: |
dbt deps
dbt run-operation validate_alert_statuses_are_updated -t "${{ inputs.warehouse-type }}"
- name: Run report
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
run: >
edr monitor report
-t "${{ inputs.warehouse-type }}"
--project-dir "${{ env.E2E_DBT_PROJECT_DIR }}"
--project-profile-target "${{ inputs.warehouse-type }}"
- name: Set report artifact name
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
id: set_report_artifact_name
run: |
ARTIFACT_NAME=$(echo "report_${{ inputs.warehouse-type }}_${BRANCH_NAME}_dbt_${{ inputs.dbt-version || '' }}.html" | awk '{print tolower($0)}' | sed 's#[":/\\<>|*?-]#_#g')
echo "artifact_name=$ARTIFACT_NAME" >> "$GITHUB_OUTPUT"
- name: Upload report artifact
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
uses: actions/upload-artifact@v4
with:
name: ${{ steps.set_report_artifact_name.outputs.artifact_name }}
path: elementary/edr_target/elementary_report.html
- name: Write GCS keyfile
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
env:
GCS_KEYFILE: ${{ secrets.GCS_KEYFILE }}
run: echo "$GCS_KEYFILE" | base64 -d > /tmp/gcs_keyfile.json
- name: Run send report
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
env:
SLACK_TOKEN: ${{ secrets.CI_SLACK_TOKEN }}
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
AZURE_CONNECTION_STRING: ${{ secrets.AZURE_CONNECTION_STRING }}
run: >
edr monitor send-report
-t "${{ inputs.warehouse-type }}"
--project-dir "${{ env.E2E_DBT_PROJECT_DIR }}"
--project-profile-target "${{ inputs.warehouse-type }}"
--slack-file-name "report_${{ inputs.warehouse-type }}_${{ env.BRANCH_NAME }}.html"
--slack-token "$SLACK_TOKEN"
--slack-channel-name data-ops
--bucket-file-path "ci_reports/report_${{ inputs.warehouse-type }}_${{ env.BRANCH_NAME }}.html"
--aws-access-key-id "$AWS_ACCESS_KEY_ID"
--aws-secret-access-key "$AWS_SECRET_ACCESS_KEY"
--s3-bucket-name elementary-ci-artifacts
# --google-service-account-path /tmp/gcs_keyfile.json
# --gcs-bucket-name elementary_ci_artifacts
--azure-connection-string "$AZURE_CONNECTION_STRING"
--azure-container-name reports
--update-bucket-website true
- name: Set artifact name
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
id: set_artifact_name
run: |
ARTIFACT_NAME=$(echo "edr_${{ inputs.warehouse-type }}_${BRANCH_NAME}_dbt_${{ inputs.dbt-version || '' }}.log" | awk '{print tolower($0)}' | sed 's#[":/\\<>|*?-]#_#g')
echo "artifact_name=$ARTIFACT_NAME" >> "$GITHUB_OUTPUT"
- name: Upload edr log
if: ${{ always() && !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
uses: actions/upload-artifact@v4
with:
name: ${{ steps.set_artifact_name.outputs.artifact_name }}
path: elementary/edr_target/edr.log
- name: Run Python package e2e tests
if: ${{ !contains(fromJSON('["postgres", "clickhouse"]'), inputs.warehouse-type) }}
run: pytest -vv tests/e2e --warehouse-type ${{ inputs.warehouse-type }}