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| og:image:alt | What this PR does / why we need it:
This PR updates Feast Ingestion to write feature level metrics so feature values and presence can be validated. The schema for feature validation follows that fr... |
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Update ingestion to write feature metrics for validation
| https://github.com/feast-dev/feast/pull/449#top |
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| Jan 29, 2020 | https://github.com/feast-dev/feast/pull/449#issue-556590606 |
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| https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/schema.proto | https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/schema.proto |
| #438 | https://github.com/feast-dev/feast/pull/438 |
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| https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/schema.proto#L544 | https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/schema.proto#L544 |
| #172 | https://github.com/feast-dev/feast/issues/172 |
| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
| davidheryanto | https://github.com/davidheryanto |
| January 22, 2020 03:14 | https://github.com/feast-dev/feast/pull/449#commits-pushed-4aedd7c |
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| Add metric for feature_value, cleanup tags | https://github.com/feast-dev/feast/pull/449/commits/4aedd7c82afeb7edd8bb0e7b59bfe2e658acaec1 |
| 4aedd7c | https://github.com/feast-dev/feast/pull/449/commits/4aedd7c82afeb7edd8bb0e7b59bfe2e658acaec1 |
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| Refactor map variable for feature set ref to feature set object | https://github.com/feast-dev/feast/pull/449/commits/d25f77debe531fa9ad8883bbb8c449fa9bae2d27 |
| d25f77d | https://github.com/feast-dev/feast/pull/449/commits/d25f77debe531fa9ad8883bbb8c449fa9bae2d27 |
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| Update documentation for FeatureRow.proto | https://github.com/feast-dev/feast/pull/449/commits/cbb720b30bb6e5d087152d90455b92c6e6252d44 |
| cbb720b | https://github.com/feast-dev/feast/pull/449/commits/cbb720b30bb6e5d087152d90455b92c6e6252d44 |
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| Add docs to ImportOptions for metrics exporter type. | https://github.com/feast-dev/feast/pull/449/commits/3059bc48617b4c8ef00845b4a74c7e568e780dbf |
| 3059bc4 | https://github.com/feast-dev/feast/pull/449/commits/3059bc48617b4c8ef00845b4a74c7e568e780dbf |
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| Write value and constraint metrics for each feature | https://github.com/feast-dev/feast/pull/449/commits/13bc909faaee6c7b89081ea06d8ac3f04308c8af |
| 13bc909 | https://github.com/feast-dev/feast/pull/449/commits/13bc909faaee6c7b89081ea06d8ac3f04308c8af |
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| Add grafana-dashboard.json for features validation | https://github.com/feast-dev/feast/pull/449/commits/2e441971fb4ff8d752ef987d91de19b160b9a3c4 |
| 2e44197 | https://github.com/feast-dev/feast/pull/449/commits/2e441971fb4ff8d752ef987d91de19b160b9a3c4 |
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| https://github.com/davidheryanto |
| Make fixed window size a part of pipeline options | https://github.com/feast-dev/feast/pull/449/commits/6fb87258805dd58b6ea0f6cb0c8e13d3263e21ec |
| 6fb8725 | https://github.com/feast-dev/feast/pull/449/commits/6fb87258805dd58b6ea0f6cb0c8e13d3263e21ec |
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| Merge branch 'master' into update-ingestion-metrics-for-validation | https://github.com/feast-dev/feast/pull/449/commits/d2f74e5593adc3e09feee9132f51da9d0f62dc95 |
| d2f74e5 | https://github.com/feast-dev/feast/pull/449/commits/d2f74e5593adc3e09feee9132f51da9d0f62dc95 |
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| Update generated protobuf code for Python to include Tensorflow metad… | https://github.com/feast-dev/feast/pull/449/commits/ec2e6c843b2b7258f98482ea66ae80557158f6dd |
| ec2e6c8 | https://github.com/feast-dev/feast/pull/449/commits/ec2e6c843b2b7258f98482ea66ae80557158f6dd |
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| Add skeleton for update/get schema in FeatureSet | https://github.com/feast-dev/feast/pull/449/commits/539cd1de418ed8d5bbf94e00f735fdb2ce8f2ff0 |
| 539cd1d | https://github.com/feast-dev/feast/pull/449/commits/539cd1de418ed8d5bbf94e00f735fdb2ce8f2ff0 |
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| Update tag name for feast ingestion job | https://github.com/feast-dev/feast/pull/449/commits/dcbf9c115b7bbf1005a36eac375f3993d39cd014 |
| dcbf9c1 | https://github.com/feast-dev/feast/pull/449/commits/dcbf9c115b7bbf1005a36eac375f3993d39cd014 |
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| January 29, 2020 01:49 | https://github.com/feast-dev/feast/pull/449#event-2987915703 |
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View reviewed changes
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| ingestion/src/main/java/feast/ingestion/transform/metrics/WriteMetricsTransform.java | https://github.com/feast-dev/feast/pull/449/files/dcbf9c115b7bbf1005a36eac375f3993d39cd014#diff-cb5f13c1754ebe85e6877ee15c6de3ba7e4267618b42eebd252320d458c4d360 |
| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
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| Jan 29, 2020 | https://github.com/feast-dev/feast/pull/449#issuecomment-579718657 |
| https://cloud.google.com/blog/products/data-analytics/managing-and-monitoring-a-cloud-dataflow-setup | https://cloud.google.com/blog/products/data-analytics/managing-and-monitoring-a-cloud-dataflow-setup |
| https://beam.apache.org/releases/javadoc/2.1.0/org/apache/beam/sdk/metrics/Metrics.html | https://beam.apache.org/releases/javadoc/2.1.0/org/apache/beam/sdk/metrics/Metrics.html |
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| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
| https://cloud.google.com/blog/products/data-analytics/managing-and-monitoring-a-cloud-dataflow-setup | https://cloud.google.com/blog/products/data-analytics/managing-and-monitoring-a-cloud-dataflow-setup |
| https://beam.apache.org/releases/javadoc/2.1.0/org/apache/beam/sdk/metrics/Metrics.html | https://beam.apache.org/releases/javadoc/2.1.0/org/apache/beam/sdk/metrics/Metrics.html |
| https://github.com/helm/charts/tree/master/stable/stackdriver-exporter | https://github.com/helm/charts/tree/master/stable/stackdriver-exporter |
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| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
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| Jan 30, 2020 | https://github.com/feast-dev/feast/pull/449#issuecomment-580043480 |
| https://cloud.google.com/blog/products/data-analytics/managing-and-monitoring-a-cloud-dataflow-setup | https://cloud.google.com/blog/products/data-analytics/managing-and-monitoring-a-cloud-dataflow-setup |
| https://beam.apache.org/releases/javadoc/2.1.0/org/apache/beam/sdk/metrics/Metrics.html | https://beam.apache.org/releases/javadoc/2.1.0/org/apache/beam/sdk/metrics/Metrics.html |
| https://github.com/helm/charts/tree/master/stable/stackdriver-exporter | https://github.com/helm/charts/tree/master/stable/stackdriver-exporter |
| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
| davidheryanto | https://github.com/davidheryanto |
| January 30, 2020 13:08 | https://github.com/feast-dev/feast/pull/449#commits-pushed-d33c546 |
|
| https://github.com/davidheryanto |
| Add update_schema method to FeatureSet | https://github.com/feast-dev/feast/pull/449/commits/d33c546951104798e5e8e9d0ec2f108ad29010ec |
| d33c546 | https://github.com/feast-dev/feast/pull/449/commits/d33c546951104798e5e8e9d0ec2f108ad29010ec |
|
| https://github.com/davidheryanto |
| Update error message when domain ref is missing from top level schema | https://github.com/feast-dev/feast/pull/449/commits/08654c44f0e12ff154b2b27ca20a70a9a45d6262 |
| 08654c4 | https://github.com/feast-dev/feast/pull/449/commits/08654c44f0e12ff154b2b27ca20a70a9a45d6262 |
|
| https://github.com/davidheryanto |
| Add more assertion in test_update_schema before updating schema | https://github.com/feast-dev/feast/pull/449/commits/c3b68f7038c7baf865fe69b57adf2cadd3973d4a |
| c3b68f7 | https://github.com/feast-dev/feast/pull/449/commits/c3b68f7038c7baf865fe69b57adf2cadd3973d4a |
|
| https://github.com/davidheryanto |
| Update templates for prometheus statsd exporter | https://github.com/feast-dev/feast/pull/449/commits/d13b588bbc7f6ec5462519c70da61febe0f69085 |
| d13b588 | https://github.com/feast-dev/feast/pull/449/commits/d13b588bbc7f6ec5462519c70da61febe0f69085 |
| https://github.com/davidheryanto |
| davidheryanto | https://github.com/davidheryanto |
| force-pushed | https://github.com/feast-dev/feast/compare/27f43fd5f6cc8768733700c93f9366c8dbb739c1..2887e8c6c3a364829c17ba2e5a7e0efd67429c8e |
| 27f43fd | https://github.com/feast-dev/feast/commit/27f43fd5f6cc8768733700c93f9366c8dbb739c1 |
| 2887e8c | https://github.com/feast-dev/feast/commit/2887e8c6c3a364829c17ba2e5a7e0efd67429c8e |
|
Compare
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| February 9, 2020 14:09 | https://github.com/feast-dev/feast/pull/449#event-3020617570 |
|
| https://github.com/davidheryanto |
| Update grafana-dashboard for ingestion | https://github.com/feast-dev/feast/pull/449/commits/0b72ddd583112cacb195dd8ad210add1f5d5bddd |
| 0b72ddd | https://github.com/feast-dev/feast/pull/449/commits/0b72ddd583112cacb195dd8ad210add1f5d5bddd |
| https://github.com/davidheryanto |
| davidheryanto | https://github.com/davidheryanto |
| force-pushed | https://github.com/feast-dev/feast/compare/2887e8c6c3a364829c17ba2e5a7e0efd67429c8e..0b72ddd583112cacb195dd8ad210add1f5d5bddd |
| 2887e8c | https://github.com/feast-dev/feast/commit/2887e8c6c3a364829c17ba2e5a7e0efd67429c8e |
| 0b72ddd | https://github.com/feast-dev/feast/commit/0b72ddd583112cacb195dd8ad210add1f5d5bddd |
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Compare
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| February 9, 2020 14:35 | https://github.com/feast-dev/feast/pull/449#event-3020634290 |
| davidheryanto | https://github.com/davidheryanto |
| February 10, 2020 02:54 | https://github.com/feast-dev/feast/pull/449#commits-pushed-1fe767a |
|
| https://github.com/davidheryanto |
| Add sample csv for data validation | https://github.com/feast-dev/feast/pull/449/commits/1fe767a0efd6b4ea66698fc9569831def97e46f1 |
| 1fe767a | https://github.com/feast-dev/feast/pull/449/commits/1fe767a0efd6b4ea66698fc9569831def97e46f1 |
|
| https://github.com/davidheryanto |
| Add sample notebook for working with schema for data validation | https://github.com/feast-dev/feast/pull/449/commits/55930400cca9d0b88441c92c30e07a81ffabe7b3 |
| 5593040 | https://github.com/feast-dev/feast/pull/449/commits/55930400cca9d0b88441c92c30e07a81ffabe7b3 |
| https://github.com/davidheryanto |
| davidheryanto | https://github.com/davidheryanto |
| force-pushed | https://github.com/feast-dev/feast/compare/f179240779dac75afdf29b41c105f9bffa7ea4bf..55930400cca9d0b88441c92c30e07a81ffabe7b3 |
| f179240 | https://github.com/feast-dev/feast/commit/f179240779dac75afdf29b41c105f9bffa7ea4bf |
| 5593040 | https://github.com/feast-dev/feast/commit/55930400cca9d0b88441c92c30e07a81ffabe7b3 |
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Compare
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| February 10, 2020 01:36 | https://github.com/feast-dev/feast/pull/449#event-3021075964 |
| davidheryanto | https://github.com/davidheryanto |
| February 10, 2020 09:38 | https://github.com/feast-dev/feast/pull/449#commits-pushed-1708373 |
|
| https://github.com/davidheryanto |
| Update validation schema in test dataset | https://github.com/feast-dev/feast/pull/449/commits/17083738e1c82db2d49cdb55452c22b32373c80a |
| 1708373 | https://github.com/feast-dev/feast/pull/449/commits/17083738e1c82db2d49cdb55452c22b32373c80a |
|
| https://github.com/davidheryanto |
| Add grafana and prometheus dependency in feast-core | https://github.com/feast-dev/feast/pull/449/commits/861f21d252df41da28483e26fb2ef27a27fcf5f2 |
| 861f21d | https://github.com/feast-dev/feast/pull/449/commits/861f21d252df41da28483e26fb2ef27a27fcf5f2 |
| https://github.com/davidheryanto |
| davidheryanto | https://github.com/davidheryanto |
| force-pushed | https://github.com/feast-dev/feast/compare/acbe497d8aaf1f9b0a598c8e99c5fd775c75593b..c4d66e7157e8a7ad0a843c5059e4bbae0eefc7c6 |
| acbe497 | https://github.com/feast-dev/feast/commit/acbe497d8aaf1f9b0a598c8e99c5fd775c75593b |
| c4d66e7 | https://github.com/feast-dev/feast/commit/c4d66e7157e8a7ad0a843c5059e4bbae0eefc7c6 |
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Compare
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| February 10, 2020 08:57 | https://github.com/feast-dev/feast/pull/449#event-3021817618 |
|
| https://github.com/davidheryanto |
| Add statsdexporter, prometheus and grafana to docker-compose | https://github.com/feast-dev/feast/pull/449/commits/1a6ebc5bc43f5abb7721746ae6cc6b603ab800b5 |
| 1a6ebc5 | https://github.com/feast-dev/feast/pull/449/commits/1a6ebc5bc43f5abb7721746ae6cc6b603ab800b5 |
| https://github.com/davidheryanto |
| davidheryanto | https://github.com/davidheryanto |
| force-pushed | https://github.com/feast-dev/feast/compare/c4d66e7157e8a7ad0a843c5059e4bbae0eefc7c6..1a6ebc5bc43f5abb7721746ae6cc6b603ab800b5 |
| c4d66e7 | https://github.com/feast-dev/feast/commit/c4d66e7157e8a7ad0a843c5059e4bbae0eefc7c6 |
| 1a6ebc5 | https://github.com/feast-dev/feast/commit/1a6ebc5bc43f5abb7721746ae6cc6b603ab800b5 |
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Compare
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| February 10, 2020 08:59 | https://github.com/feast-dev/feast/pull/449#event-3021823418 |
| https://github.com/davidheryanto |
| davidheryanto | https://github.com/davidheryanto |
| Feb 10, 2020 | https://github.com/feast-dev/feast/pull/449#issuecomment-584023159 |
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do-not-merge/hold
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| Feb 10, 2020 | https://github.com/feast-dev/feast/pull/449#event-3021852142 |
|
| https://github.com/davidheryanto |
| ApplyFeatureSet should update FeatureSet when constraints are updated | https://github.com/feast-dev/feast/pull/449/commits/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc |
| 63809f5 | https://github.com/feast-dev/feast/pull/449/commits/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc |
| https://github.com/woop |
| woop | https://github.com/woop |
|
Feb 11, 2020
| https://github.com/feast-dev/feast/pull/449#ref-issue-562941229 |
|
Evaluate the possibility of using Beam metrics
#469
| https://github.com/feast-dev/feast/issues/469 |
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| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#issuecomment-584454870 |
| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
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| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#issuecomment-584455011 |
| @Yanson | https://github.com/Yanson |
| #469 | https://github.com/feast-dev/feast/issues/469 |
| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
| https://github.com/woop |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#issuecomment-584455076 |
| @davidheryanto | https://github.com/davidheryanto |
| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
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| woop | https://github.com/woop |
|
Feb 11, 2020
| https://github.com/feast-dev/feast/pull/449#pullrequestreview-356394085 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc |
| examples/data_validation/working_with_schema.ipynb | https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc#diff-de141932861ac30b4ef15602fed440d24e330195ece4dccd48a7a517fef4de47 |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377425585 |
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| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
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| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377449981 |
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| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
| infra/charts/feast/charts/feast-core/values.yaml | https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc#diff-4a248ba55548b269a562d345e20ca5d7bb976c3ae14f34484cc92490ddf70224 |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377425620 |
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| .prow/scripts/test-end-to-end.sh | https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc#diff-3b087f89f3dc11cd4a9ffc9393db0a395977239a368589616bbc740ce8d6b40a |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377426272 |
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| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
| infra/charts/feast/charts/feast-core/requirements.yaml | https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc#diff-e50836b08a8efe6f287443aa80552d0151d8ab9a0012888c37a0c3cd122b518c |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377442171 |
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| sdk/python/feast/field.py | https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc#diff-d07bc9ff25c891d1cf5359ba1bb16ce4f06a1c742193f9f37ca80f34f378c121 |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377443115 |
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| Please reload this page | https://github.com/feast-dev/feast/pull/449 |
| sdk/python/feast/field.py | https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc#diff-d07bc9ff25c891d1cf5359ba1bb16ce4f06a1c742193f9f37ca80f34f378c121 |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377443153 |
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| sdk/python/tests/test_feature_set.py | https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc#diff-c6d82f9bebad23ffc7412206b4e42d97401092aad390ba298558d774968e2463 |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377443353 |
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| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377450939 |
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| sdk/python/tests/test_feature_set.py | https://github.com/feast-dev/feast/pull/449/files/63809f5234d0e77cfc71fb8d94e8f8ca931a6cdc#diff-c6d82f9bebad23ffc7412206b4e42d97401092aad390ba298558d774968e2463 |
| woop | https://github.com/woop |
| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377443566 |
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| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#discussion_r377451008 |
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Feb 11, 2020
| https://github.com/feast-dev/feast/pull/449#ref-pullrequest-557275372 |
|
Update Python SDK so FeatureSet can import Schema from Tensorflow metadata
#450
| https://github.com/feast-dev/feast/pull/450 |
|
| https://github.com/davidheryanto |
| Merge branch 'master' into update-ingestion-metrics-for-validation | https://github.com/feast-dev/feast/pull/449/commits/467fbdc3073d77a276a0e270059fa5f3ea0b622e |
| 467fbdc | https://github.com/feast-dev/feast/pull/449/commits/467fbdc3073d77a276a0e270059fa5f3ea0b622e |
| https://github.com/davidheryanto |
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| Feb 11, 2020 | https://github.com/feast-dev/feast/pull/449#issuecomment-584578835 |
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| Feb 12, 2020 | https://github.com/feast-dev/feast/pull/449#issuecomment-585097305 |
| Feature Validation RFC | https://docs.google.com/document/d/1TPmd7r4mniL9Y-V_glZaWNo5LMXLshEAUpYsohojZ-8/edit?ts=5e43a02c#heading=h.fz5a3r89qnw5 |
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| Feb 14, 2020 | https://github.com/feast-dev/feast/pull/449#event-3037564183 |
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