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Merged
sudivate merged 64 commits into from
Mar 2, 2020
Merged

Sudivate/environment #217

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261e9da
added toggle for evaluation step
sudivate Jan 27, 2020
ba26bc1
added param to varriables list
sudivate Jan 27, 2020
c1bee1c
corrected to matrices
sudivate Jan 27, 2020
b6732da
resolved linting
sudivate Jan 27, 2020
88b99ae
removed duplicate
sudivate Jan 27, 2020
a3f02f9
resolved linting
sudivate Jan 27, 2020
39207d6
resolved linting
sudivate Jan 27, 2020
41f4456
Merge branch 'master' of https://github.com/microsoft/MLOpsPython int…
sudivate Jan 28, 2020
1701c0d
added overide switch to cancellation
sudivate Jan 28, 2020
ef95fa9
added override cancellation flag
sudivate Jan 28, 2020
43d0824
reversed the condition on runevaluation flag
sudivate Jan 28, 2020
45a94b0
renamed variable
sudivate Jan 28, 2020
3821a42
reversed he coonditon on override run
sudivate Jan 28, 2020
9652e00
renamed variable for test
sudivate Jan 28, 2020
21739c7
Update proper build badge
dtzar Jan 28, 2020
f46947f
added default value to env vars
sudivate Jan 28, 2020
e5d1566
Merge branch 'sudivate/eval-switch' of https://github.com/microsoft/M…
sudivate Jan 28, 2020
9235f40
defined parameter
sudivate Jan 28, 2020
b63c489
added variable
sudivate Jan 28, 2020
8aa3865
corrected comment
sudivate Jan 28, 2020
e6c2bde
renamed flags
sudivate Jan 28, 2020
119fa1c
added util script
sudivate Jan 29, 2020
6882003
intial script to get environment
sudivate Jan 30, 2020
870a8b4
moved conda file
sudivate Jan 30, 2020
1a1ea46
merged conda file
sudivate Jan 30, 2020
a3d1c26
added enviroment support
sudivate Jan 30, 2020
ccdcd85
added path
sudivate Jan 30, 2020
06e874f
added args
sudivate Jan 30, 2020
1a9d67d
changed path for local testing
sudivate Jan 30, 2020
a8036a7
script to manage aml env
sudivate Jan 31, 2020
fb51eed
updated scripts
sudivate Jan 31, 2020
cd6db20
Merge branch 'master' of https://github.com/microsoft/MLOpsPython int…
sudivate Jan 31, 2020
1d6b9f4
Merge branch 'master' of https://github.com/microsoft/MLOpsPython int…
sudivate Feb 13, 2020
6839505
removed exception printing
sudivate Feb 13, 2020
a09aa6a
re usable env
sudivate Feb 13, 2020
8e55744
linting
sudivate Feb 13, 2020
a840247
fixed import
sudivate Feb 13, 2020
5978f7c
removed env var
sudivate Feb 13, 2020
121a822
from conda file
sudivate Feb 13, 2020
d13b509
from conda file
sudivate Feb 13, 2020
7b9af18
renamed file for test
sudivate Feb 13, 2020
ec98dc0
updated env name
sudivate Feb 13, 2020
c0949e8
updated path
sudivate Feb 13, 2020
7dbf9fd
updated doc
sudivate Feb 13, 2020
87cdecd
remove env json
sudivate Feb 14, 2020
588a663
Merge branch 'master'
sudivate Feb 28, 2020
7677dbc
import env helper
sudivate Feb 28, 2020
0264664
fix import
sudivate Feb 28, 2020
a20a5ac
pipeline variables for aml env
sudivate Feb 28, 2020
77ad98f
changed env name
sudivate Feb 28, 2020
32344ce
remove aml env
sudivate Feb 28, 2020
cece19d
adding env var for build id
sudivate Feb 28, 2020
178a698
change aml env name
sudivate Feb 28, 2020
2621b77
testing env
sudivate Feb 28, 2020
a0cc245
test env
sudivate Feb 28, 2020
9262909
delete unused
sudivate Feb 28, 2020
8cea674
print env
sudivate Feb 29, 2020
454b811
fixed name
sudivate Feb 29, 2020
700acab
adding env to runconfig
sudivate Feb 29, 2020
631141b
linting fix
sudivate Feb 29, 2020
ba85029
aml env name change
sudivate Feb 29, 2020
a949840
fixed aml env type
sudivate Feb 29, 2020
486e320
corrected env name
sudivate Feb 29, 2020
c24454b
removed extra underscore
sudivate Mar 2, 2020
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fixed aml env type
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@sudivate
sudivate committed Feb 29, 2020
commit a9498402cce9885be38512c2d4f7c41d8b977295
2 changes: 1 addition & 1 deletion .env.example
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Expand Up @@ -15,7 +15,7 @@ WORKSPACE_NAME = 'aml-workspace'
EXPERIMENT_NAME = ''

# AML Compute Cluster Config
AML_ENV_NAME='diabetes_regression__training_env1'
AML_ENV_NAME='diabetes_regression__training_env'
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@eedorenko eedorenko Mar 1, 2020

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Double underscore in name. Is it for purpose?

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@sudivate sudivate Mar 2, 2020

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fixed

AML_COMPUTE_CLUSTER_NAME = 'train-cluster'
AML_COMPUTE_CLUSTER_CPU_SKU = 'STANDARD_DS2_V2'
AML_CLUSTER_MAX_NODES = '4'
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2 changes: 1 addition & 1 deletion .pipelines/diabetes_regression-variables-template.yml
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Expand Up @@ -30,7 +30,7 @@ variables:

# AML Compute Cluster Config
- name: AML_ENV_NAME
value: diabetes_regression__training_env1
value: diabetes_regression__training_env
- name: AML_COMPUTE_CLUSTER_CPU_SKU
value: STANDARD_DS2_V2
- name: AML_COMPUTE_CLUSTER_NAME
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2 changes: 1 addition & 1 deletion ml_service/util/manage_environment.py
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Expand Up @@ -14,7 +14,7 @@ def get_environment(
restored_environment = None
for env in environments:
if env == environment_name:
restored_environment = env
restored_environment = environments[environment_name]

if restored_environment is None or create_new:
new_env = Environment.from_conda_specification(environment_name, os.path.join(e.sources_directory_train, "conda_dependencies.yml")) # NOQA: E501
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