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07f985a
Adds Observability Modules
Jul 2, 2020
5adb1bc
Fixes YML file
Jul 2, 2020
5bc9778
Fixes flake8 errors
Jul 2, 2020
cb2694a
removes python-dotenv==0.10.3 dependency
Jul 2, 2020
534eaec
Chages the AML_REBUILD_ENVIRONMENT to false
Jul 3, 2020
56a20bf
Fixes the AML image snapshot path
Jul 3, 2020
0f614c4
Satisfies Flake8
Jul 3, 2020
bb0d158
Integrates Observability onto Pipeline and one script
Jul 3, 2020
3a619da
Chamnges factory to register_loggers
Jul 3, 2020
ff513b3
Adds app_insights_connection_string to Env class
Jul 3, 2020
f61d444
Integrates observability with ml_service
Jul 3, 2020
b2d81d1
Satisfies Flake8
Jul 3, 2020
0904c59
Integrates diabetes_regression scripts with observability
Jul 3, 2020
cbd100a
Changes Observability to add AppInsightsLoggers to list of loggers on…
Jul 3, 2020
704d345
Adds APP_INSIGHTS_CONNECTION_STRING to logger_interface
Jul 3, 2020
421c14c
Removes the dependency to Env object
Jul 6, 2020
bbc871a
Satisfies Flake8
Jul 6, 2020
cc95eaf
Adds dataclasses to conda_dependencies.yml
Jul 6, 2020
e1a76f8
Fixes YAML indentation
Jul 6, 2020
07e432f
Changes log_metric to log
Jul 6, 2020
b48da8e
Adds more scripts to use Observability and get app_insight_connectoin_
Jul 6, 2020
b25c7e2
Remove AML_REBUILD_ENVIRONMENT flag
Jul 6, 2020
b814d47
Resolves the conflicts
Jul 6, 2020
13841e2
Adds diabetes_regression to scoring path
Jul 6, 2020
66cffef
Adds dataclasses
Jul 6, 2020
8328b88
Adds dataclasses to conda_dependencies_scorecopy.yml
Jul 6, 2020
8cac588
Adds python-dotenv and opencensus to conda_dependencies_scorecopy.yml
Jul 6, 2020
c113423
Merges with master
Jul 9, 2020
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Adds diabetes_regression to scoring path
  • Loading branch information
Maysam Mokarian
Maysam Mokarian committed Jul 6, 2020
commit 13841e26343c8cf9cacff4fab921b1d65f667763
4 changes: 2 additions & 2 deletions .env.example
Original file line number Diff line number Diff line change
Expand Up @@ -69,8 +69,8 @@ AML_CLUSTER_MAX_NODES_SCORING = '4'
AML_CLUSTER_MIN_NODES_SCORING = '0'
AML_CLUSTER_PRIORITY_SCORING = 'lowpriority'
AML_REBUILD_ENVIRONMENT_SCORING = 'true'
BATCHSCORE_SCRIPT_PATH = 'scoring/parallel_batchscore.py'
BATCHSCORE_COPY_SCRIPT_PATH = 'scoring/parallel_batchscore_copyoutput.py'
BATCHSCORE_SCRIPT_PATH = 'diabetes_regression/scoring/parallel_batchscore.py'
BATCHSCORE_COPY_SCRIPT_PATH = 'diabetes_regression/scoring/parallel_batchscore_copyoutput.py'


SCORING_DATASTORE_INPUT_CONTAINER = 'input'
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4 changes: 2 additions & 2 deletions .pipelines/diabetes_regression-variables-template.yml
Original file line number Diff line number Diff line change
Expand Up @@ -95,9 +95,9 @@ variables:
value: lowpriority
# The path to the batch scoring script relative to SOURCES_DIR_TRAIN
- name: BATCHSCORE_SCRIPT_PATH
value: scoring/parallel_batchscore.py
value: diabetes_regression/scoring/parallel_batchscore.py
- name: BATCHSCORE_COPY_SCRIPT_PATH
value: scoring/parallel_batchscore_copyoutput.py
value: diabetes_regression/scoring/parallel_batchscore_copyoutput.py
# Flag to allow rebuilding the AML Environment after it was built for the first time.
# This enables dependency updates from the conda dependencies yaml for scoring activities.
- name: AML_REBUILD_ENVIRONMENT_SCORING
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