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Merge pull request #116 from Hestia-Homes/sap-dev-assumed

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Sap dev assumed
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KhalimCK 2024-05-30 12:46:28 +01:00 • committed by GitHub
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3 changed files with 35 additions and 31 deletions
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4
modules/ml-pipeline/src/pipeline/configs/scenarios.yaml
View file

@ -6,6 +6,8 @@ default:
# - s3://retrofit-data-dev/scenario_data/22-03-2024-19-20-09/recommendations_scoring_data.parquet
# - s3://retrofit-data-dev/scenario_data/24-03-2024-20-23-25/recommendations_scoring_data.parquet
# - s3://retrofit-data-dev/scenario_data/27-03-2024-11-38-15/recommendations_scoring_data.parquet
- s3://retrofit-data-dev/scenario_data/26-05-2024-08-47-45/recommendations_scoring_data.parquet
# - s3://retrofit-data-dev/scenario_data/26-05-2024-08-47-45/recommendations_scoring_data.parquet
# - s3://retrofit-data-dev/scenario_data/26-05-2024-10-44-53/recommendations_scoring_data.parquet
- s3://retrofit-data-dev/scenario_data/28-05-2024-19-22-41/recommendations_scoring_data.parquet
comparison_output_filepath: ./metrics/scenario_table.md
metrics_output_filepath: ./metrics/scenario_metrics.md

4
modules/ml-pipeline/src/pipeline/configs/settings.yaml
View file

@ -19,7 +19,9 @@ default:
input_dataclient_type: aws-s3
output_dataclient_type: local
# data_filepath: s3://retrofit-data-dev/sap_change_model/2024-03-22-18-56-53/dataset_rooms.parquet
data_filepath: s3://retrofit-data-dev/sap_change_model/2024-05-25-08-36-36/dataset_rooms.parquet
# data_filepath: s3://retrofit-data-dev/sap_change_model/2024-05-25-08-36-36/dataset_rooms.parquet
# data_filepath: s3://retrofit-data-dev/sap_change_model/2024-05-26-10-31-39/dataset_rooms.parquet
data_filepath: s3://retrofit-data-dev/sap_change_model/2024-05-28-19-08-25/dataset_rooms.parquet
train_proportion: 0.9
output_train_filepath: ./data/prepared_data/train.parquet
output_test_filepath: ./data/prepared_data/test.parquet

58
modules/ml-pipeline/src/pipeline/dvc.lock
View file

@ -40,7 +40,7 @@ stages:
default.feature_processor.feature_processor_config.target: sap_ending
default.feature_processor.feature_processor_type: dataframe
default.prepare_data.data_filepath:
s3://retrofit-data-dev/sap_change_model/2024-05-25-08-36-36/dataset_rooms.parquet
s3://retrofit-data-dev/sap_change_model/2024-05-28-19-08-25/dataset_rooms.parquet
default.prepare_data.input_dataclient_type: aws-s3
default.prepare_data.output_dataclient_type: local
default.prepare_data.output_test_filepath: ./data/prepared_data/test.parquet
@ -49,8 +49,8 @@ stages:
outs:
- path: data/prepared_data/
hash: md5
md5: 26bbe6b1dafae18eb50689604b925c87.dir
size: 45002224
md5: 80c9e138146a1d96b9d16091c207e2e8.dir
size: 45056059
nfiles: 2
build_model:
cmd: python 2_build_model.py
@ -61,8 +61,8 @@ stages:
size: 4820
- path: data/prepared_data
hash: md5
md5: 26bbe6b1dafae18eb50689604b925c87.dir
size: 45002224
md5: 80c9e138146a1d96b9d16091c207e2e8.dir
size: 45056059
nfiles: 2
params:
configs/build_model.yaml:
@ -94,18 +94,18 @@ stages:
outs:
- path: data/fit_predictions/
hash: md5
md5: 7ba44b4af6ecedf3ffebcf7512731d3d.dir
size: 3348905
md5: d9c9afc05e8780db47c0548b19bf7d19.dir
size: 3349989
nfiles: 1
- path: data/model/
hash: md5
md5: ef62a6f9b9336fb5b648589d6e0d54d6.dir
size: 737305293
nfiles: 35
md5: 13c3100e1486c27a83a8a47491077842.dir
size: 773523079
nfiles: 36
- path: metrics/fit_metrics.json
hash: md5
md5: 38600703e1ece1447e5d0fd80b4de8b7
size: 217
md5: 2ff70a2a45813e1bcdf2ea3aa8e07d4a
size: 224
generate_predictions:
cmd: python 3_generate_predictions.py
deps:
@ -115,13 +115,13 @@ stages:
size: 2464
- path: data/model
hash: md5
md5: ef62a6f9b9336fb5b648589d6e0d54d6.dir
size: 737305293
nfiles: 35
md5: 13c3100e1486c27a83a8a47491077842.dir
size: 773523079
nfiles: 36
- path: data/prepared_data
hash: md5
md5: 26bbe6b1dafae18eb50689604b925c87.dir
size: 45002224
md5: 80c9e138146a1d96b9d16091c207e2e8.dir
size: 45056059
nfiles: 2
params:
configs/settings.yaml:
@ -133,8 +133,8 @@ stages:
outs:
- path: data/predictions/
hash: md5
md5: 7d88320b1cd3c690032438fad6cb2200.dir
size: 463523
md5: 5d07bcebf3160a72bb18dfd79106e85c.dir
size: 463197
nfiles: 1
generate_metrics:
cmd: python 4_generate_metrics.py
@ -145,13 +145,13 @@ stages:
size: 3484
- path: data/predictions
hash: md5
md5: 7d88320b1cd3c690032438fad6cb2200.dir
size: 463523
md5: 5d07bcebf3160a72bb18dfd79106e85c.dir
size: 463197
nfiles: 1
- path: data/prepared_data
hash: md5
md5: 26bbe6b1dafae18eb50689604b925c87.dir
size: 45002224
md5: 80c9e138146a1d96b9d16091c207e2e8.dir
size: 45056059
nfiles: 2
params:
configs/settings.yaml:
@ -161,30 +161,30 @@ stages:
outs:
- path: metrics/metrics.json
hash: md5
md5: e17ee59f3a04178a153c5746bf897e74
md5: 3e08df02fd5c5d094bcf936e1338d596
size: 223
generate_scenerio_metrics:
cmd: python 5_generate_scenarios.py
deps:
- path: 5_generate_scenarios.py
hash: md5
md5: a18f6c6ae2082f038df47386cf3e418e
size: 4896
md5: 40506749fefd926d47c60ff5b16db307
size: 5337
params:
configs/scenarios.yaml:
default.scenarios:
input_dataclient_type: aws-s3
output_dataclient_type: local
scenario_data_filepaths:
- s3://retrofit-data-dev/scenario_data/26-05-2024-08-47-45/recommendations_scoring_data.parquet
- s3://retrofit-data-dev/scenario_data/28-05-2024-19-22-41/recommendations_scoring_data.parquet
comparison_output_filepath: ./metrics/scenario_table.md
metrics_output_filepath: ./metrics/scenario_metrics.md
outs:
- path: metrics/scenario_metrics.md
hash: md5
md5: 84fcae91af1480ee0c8fc1616af359b3
md5: fa4d6d7bbd7818613800da5f8f37ea96
size: 363
- path: metrics/scenario_table.md
hash: md5
md5: 8571ff812c2f7c71eb0b1534ff6ecff5
md5: d6baf100a1623cc2467c2f8221d314c9
size: 2133