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change: use image_uris.retrieve() for ModelMonitor default image #1765

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Merged
merged 4 commits into from
Jul 29, 2020
Merged

change: use image_uris.retrieve() for ModelMonitor default image #1765

merged 4 commits into from
Jul 29, 2020

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chuyang-deng
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@chuyang-deng chuyang-deng commented Jul 28, 2020

Issue #, if available:
#1464

Description of changes:
Use image_uris.retrieve() for ModelMonitor default image uri

Testing done:
unit tests

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@@ -22,6 +22,7 @@
logger = logging.getLogger(__name__)

ECR_URI_TEMPLATE = "{registry}.dkr.{hostname}/{repository}:{tag}"
MONITOR_URI_TEMPLATE = "{registry}.dkr.{hostname}/{repository}"
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I'd prefer the code in this file be as framework/algorithm-agnostic as possible. so let's remove the tag part from the template, and then figure out how to structure the JSON instead?

this is a bit tough since I hadn't even considered that there might be URIs without tags when I started this...you could use "" for the version? or add some logic to handle the case where "versions" isn't a valid key.

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I updated the model-monitor.json file as well as the retrieve() logic to let model monitor use the generic template.

We could update the "versioins" later when model-monitor images with tags are released.

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"versions": {
"": {
"registries": {
"eu-north-1": "895015795356",
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nitpicky nitpick: alphabetize the regions

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@laurenyu laurenyu merged commit 4632611 into aws:zwei Jul 29, 2020
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