Merge pull request #117 from Hestia-Homes/sap-dev

Sap dev
Update Registry
2026-06-08 11:17:25 +00:00 · 2024-05-30 20:18:25 +01:00 · 2024-05-30 11:47:46 +00:00 · 2024-05-30 11:47:04 +00:00 · 2024-05-30 12:46:28 +01:00 · 2024-05-28 19:59:07 +01:00
15 changed files with 91 additions and 95 deletions
--- a/.dockerignore
+++ b/.dockerignore
@ -0,0 +1,9 @@
+modules/ml-pipeline/src/pipeline/data/predictions
+modules/ml-pipeline/src/pipeline/data/fit_predictions
+modules/ml-pipeline/src/pipeline/data/prepared_data
+modules/ml-pipeline/src/pipeline/data/model/allmodels
+modules/ml-pipeline/src/pipeline/metrics
+modules/ml-pipeline/src/pipeline/__pycache__
+modules/ml-pipeline/src/pipeline/.dvc
+modules/ml-pipeline/src/pipeline/analysis
+modules/ml-pipeline/src/pipeline/metrics
--- a/.github/workflows/Deploy.yml
+++ b/.github/workflows/Deploy.yml
@ -19,8 +19,8 @@ jobs:

      - name: Install Serverless and plugins
        run: |
-          npm install -g serverless
-          npm install -g serverless-domain-manager
+          npm install -g serverless@^3.38.0
+          npm install -g serverless-domain-manager@^7.3.8

      - name: Install DVC
        run: |
--- a/MODEL_REGISTRY.md
+++ b/MODEL_REGISTRY.md
@ -8,25 +8,25 @@
        "active": true
    },
    "sap": {
-        "version": "v0.10.1",
+        "version": "v0.14.0",
        "stage": {
-            "dev": "v0.10.1"
+            "dev": "v0.14.0"
        },
        "registered": true,
        "active": true
    },
    "heat": {
-        "version": "v0.4.0",
+        "version": "v0.5.0",
        "stage": {
-            "dev": "v0.4.0"
+            "dev": "v0.5.0"
        },
        "registered": true,
        "active": true
    },
    "carbon": {
-        "version": "v0.4.0",
+        "version": "v0.5.0",
        "stage": {
-            "dev": "v0.4.0"
+            "dev": "v0.5.0"
        },
        "registered": true,
        "active": true
--- a/deployment/.dockerignore
+++ b/deployment/.dockerignore
@ -1,4 +1,9 @@
-modules/ml-pipeline/src/pipeline/data/predictions*
-modules/ml-pipeline/src/pipeline/data/prepared_data*
-modules/ml-pipeline/src/pipeline/data/model/allmodels*
-modules/ml-pipeline/src/pipeline/metrics*
+modules/ml-pipeline/src/pipeline/data/predictions
+modules/ml-pipeline/src/pipeline/data/fit_predictions
+modules/ml-pipeline/src/pipeline/data/prepared_data
+modules/ml-pipeline/src/pipeline/data/model/allmodels
+modules/ml-pipeline/src/pipeline/metrics
+modules/ml-pipeline/src/__pycache__
+modules/ml-pipeline/src/.dvc
+modules/ml-pipeline/src/analysis
+modules/ml-pipeline/src/metrics
--- a/modules/ml-pipeline/src/.dockerignore
+++ b/modules/ml-pipeline/src/.dockerignore
@ -1,4 +1,8 @@
-pipeline/data/predictions*
-pipeline/data/prepared_data/train.parquet*
-pipeline/data/model/allmodels*
-pipeline/metrics*
+pipeline/data/predictions
+pipeline/data/fit_predictions
+pipeline/data/prepared_data/train.parquet
+pipeline/data/fit_predictions
+pipeline/data/model/allmodels
+pipeline/metrics
+pipeline/.dvc
+pipeline/analysis
--- a/modules/ml-pipeline/src/Prediction.Dockerfile
+++ b/modules/ml-pipeline/src/Prediction.Dockerfile
@ -1,7 +1,7 @@
 # Dockerfile that can be used to test loading a model to generate a prediction (part of CI/CD flow)
 FROM python:3.10.12-slim

-RUN apt-get update && apt-get install -y libgomp1
+RUN apt-get update && apt-get install -y libgomp1 gcc python3-dev

 COPY pipeline/requirements/predictions/requirements.txt requirements.txt

--- a/modules/ml-pipeline/src/pipeline/5_generate_scenarios.py
+++ b/modules/ml-pipeline/src/pipeline/5_generate_scenarios.py
@ -78,6 +78,18 @@ def generate_scenario_predictions(

    scenario_data = pd.DataFrame()

+    # If we have no scenario data, we can save empty dataframes
+    if scenario_data_filepaths is None:
+        logger.info("No scenario data filepaths provided")
+        output_dataclient.save_data(
+            obj=scenario_data, location=comparison_output_filepath, save_config=None
+        )
+
+        output_dataclient.save_data(
+            obj=scenario_data, location=metrics_output_filepath, save_config=None
+        )
+        return
+
    # Can have multiple scenario data files
    for scenario_data_filepath in scenario_data_filepaths:
        scenario_data = pd.concat(
--- a/modules/ml-pipeline/src/pipeline/configs/scenarios.yaml
+++ b/modules/ml-pipeline/src/pipeline/configs/scenarios.yaml
@ -5,6 +5,9 @@ default:
    scenario_data_filepaths:
      # - 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/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/26-05-2024-10-44-53/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
--- a/modules/ml-pipeline/src/pipeline/configs/settings.yaml
+++ b/modules/ml-pipeline/src/pipeline/configs/settings.yaml
@ -18,7 +18,10 @@ default:
  prepare_data:
    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/2024-03-22-18-56-53/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/2024-05-26-10-31-39/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
--- a/modules/ml-pipeline/src/pipeline/dvc.lock
+++ b/modules/ml-pipeline/src/pipeline/dvc.lock
@ -35,52 +35,12 @@ stages:
        - number_habitable_rooms
        - number_heated_rooms
        default.feature_processor.feature_processor_config.retain_features:
-        - uprn
-        - sap_starting
-        - hot_water_energy_eff_ending
-        - mainheat_energy_eff_ending
-        - constituency
-        - roof_energy_eff_ending
-        - walls_energy_eff_ending
-        - secondheat_description_ending
-        - property_type
-        - mainheatc_energy_eff_ending
-        - built_form
-        - walls_insulation_thickness_ending
-        - potential_energy_efficiency
-        - transaction_type_ending
-        - floor_thermal_transmittance_ending
-        - low_energy_lighting_ending
-        - heat_demand_starting
-        - photo_supply_ending
-        - carbon_starting
-        - walls_thermal_transmittance_ending
-        - roof_insulation_thickness_ending
-        - total_floor_area_ending
-        - number_open_fireplaces_ending
-        - windows_energy_eff_ending
-        - floor_height_ending
-        - extension_count_ending
-        - has_air_source_heat_pump_ending
-        - charging_system_ending
-        - construction_age_band
-        - glazed_type_ending
-        - roof_thermal_transmittance_ending
-        - floor_insulation_thickness_ending
-        - has_mains_gas_ending
-        - estimated_perimeter_starting
-        - energy_consumption_potential
-        - environment_impact_potential
-        - heater_type_ending
-        - multi_glaze_proportion_ending
-        - lighting_energy_eff_ending
-        - fixed_lighting_outlets_count
        default.feature_processor.feature_processor_config.subsample_amount:
        default.feature_processor.feature_processor_config.subsample_seed: 0
        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/2024-03-22-18-56-53/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
@ -89,8 +49,8 @@ stages:
    outs:
    - path: data/prepared_data/
      hash: md5
-      md5: efa416abea618ae6220a0c3d597603cf.dir
-      size: 44750997
+      md5: 80c9e138146a1d96b9d16091c207e2e8.dir
+      size: 45056059
      nfiles: 2
  build_model:
    cmd: python 2_build_model.py
@ -101,8 +61,8 @@ stages:
      size: 4820
    - path: data/prepared_data
      hash: md5
-      md5: efa416abea618ae6220a0c3d597603cf.dir
-      size: 44750997
+      md5: 80c9e138146a1d96b9d16091c207e2e8.dir
+      size: 45056059
      nfiles: 2
    params:
      configs/build_model.yaml:
@ -134,17 +94,17 @@ stages:
    outs:
    - path: data/fit_predictions/
      hash: md5
-      md5: de46250d454c4d713ab580b10ff3fd31.dir
-      size: 3349318
+      md5: d9c9afc05e8780db47c0548b19bf7d19.dir
+      size: 3349989
      nfiles: 1
    - path: data/model/
      hash: md5
-      md5: 18bd7a93ece75a65d3a950b7dfdab4fb.dir
-      size: 735951861
-      nfiles: 35
+      md5: 13c3100e1486c27a83a8a47491077842.dir
+      size: 773523079
+      nfiles: 36
    - path: metrics/fit_metrics.json
      hash: md5
-      md5: 8a952a5e884c268e6059357a627b9251
+      md5: 2ff70a2a45813e1bcdf2ea3aa8e07d4a
      size: 224
  generate_predictions:
    cmd: python 3_generate_predictions.py
@ -155,13 +115,13 @@ stages:
      size: 2464
    - path: data/model
      hash: md5
-      md5: 18bd7a93ece75a65d3a950b7dfdab4fb.dir
-      size: 735951861
-      nfiles: 35
+      md5: 13c3100e1486c27a83a8a47491077842.dir
+      size: 773523079
+      nfiles: 36
    - path: data/prepared_data
      hash: md5
-      md5: efa416abea618ae6220a0c3d597603cf.dir
-      size: 44750997
+      md5: 80c9e138146a1d96b9d16091c207e2e8.dir
+      size: 45056059
      nfiles: 2
    params:
      configs/settings.yaml:
@ -173,8 +133,8 @@ stages:
    outs:
    - path: data/predictions/
      hash: md5
-      md5: 07ef721a0dc94a52e3ba7a70ac45b8ff.dir
-      size: 463563
+      md5: 5d07bcebf3160a72bb18dfd79106e85c.dir
+      size: 463197
      nfiles: 1
  generate_metrics:
    cmd: python 4_generate_metrics.py
@ -185,13 +145,13 @@ stages:
      size: 3484
    - path: data/predictions
      hash: md5
-      md5: 07ef721a0dc94a52e3ba7a70ac45b8ff.dir
-      size: 463563
+      md5: 5d07bcebf3160a72bb18dfd79106e85c.dir
+      size: 463197
      nfiles: 1
    - path: data/prepared_data
      hash: md5
-      md5: efa416abea618ae6220a0c3d597603cf.dir
-      size: 44750997
+      md5: 80c9e138146a1d96b9d16091c207e2e8.dir
+      size: 45056059
      nfiles: 2
    params:
      configs/settings.yaml:
@ -201,30 +161,30 @@ stages:
    outs:
    - path: metrics/metrics.json
      hash: md5
-      md5: 9f863f47799d42c101eba3b03a179455
-      size: 224
+      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/27-03-2024-11-38-15/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: 64e7db945ff655ae03c20c9845f19106
+      md5: fa4d6d7bbd7818613800da5f8f37ea96
      size: 363
    - path: metrics/scenario_table.md
      hash: md5
-      md5: d4f8afe07b774374aeaa48f1b7b8a5fc
+      md5: d6baf100a1623cc2467c2f8221d314c9
      size: 2133
--- a/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements-dev.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements-dev.txt
@ -1,7 +1,7 @@
 joblib==1.3.2
 boto3==1.28.17
 pandas==2.1.4
-autogluon==1.0.0
+autogluon.tabular[all]==1.0.0
 dynaconf==3.2.1
 pyarrow==13.0.0
 pre-commit==3.3.3
--- a/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements.txt
@ -1,7 +1,7 @@
 joblib==1.3.2
 boto3==1.28.17
 pandas==2.1.4
-autogluon==1.0.0
+autogluon.tabular[all]==1.0.0
 dynaconf==3.2.1
 pyarrow==13.0.0
 PyYAML==6.0.1
--- a/modules/ml-pipeline/src/pipeline/requirements/training/requirements-dev.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/training/requirements-dev.txt
@ -1,7 +1,7 @@
 joblib==1.3.2
 boto3==1.28.17
 pandas==2.1.4
-autogluon==1.0.0
+autogluon.tabular[all]==1.0.0
 ray==2.6.3
 dynaconf==3.2.1
 alibi==0.9.5
--- a/modules/ml-pipeline/src/pipeline/requirements/training/requirements.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/training/requirements.txt
@ -1,4 +1,4 @@
 boto3==1.28.41
 pandas==2.1.4
-autogluon==1.0.0
+autogluon.tabular[all]==1.0.0
 dynaconf==3.2.1
--- a/modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
@ -1,4 +1,4 @@
-dvc==3.36.0
-dvc-s3==3.0.1
-gto==1.6.1
+dvc==3.51.0
+dvc-s3==3.2.0
+gto==1.7.1
 pyOpenSSL==23.3.0
Author	SHA1	Message	Date
quandanrepo	b8dcf626b2	Merge pull request #117 from Hestia-Homes/sap-dev Sap dev	2024-05-30 20:18:25 +01:00
Github-Bot	d09c534e0d	Update Registry	2024-05-30 11:47:46 +00:00
Github-Bot	9925b54af2	Update Registry	2024-05-30 11:47:04 +00:00
KhalimCK	d307d9e093	Merge pull request #116 from Hestia-Homes/sap-dev-assumed Sap dev assumed	2024-05-30 12:46:28 +01:00
Michael Duong	1944ea1cf1	Merge branch 'sap-dev' of github.com:Hestia-Homes/ML into sap-dev-assumed	2024-05-28 19:59:07 +01:00
Michael Duong	8399092e20	formatting	2024-05-28 19:58:46 +01:00
Github-Bot	dc260fddd0	Update Registry	2024-05-28 15:58:31 +00:00
Github-Bot	6f00d6afb8	Update Registry	2024-05-28 15:57:55 +00:00
quandanrepo	1f0414a905	Merge pull request #115 from Hestia-Homes/sap-dev-assumed Sap dev assumed	2024-05-28 16:57:22 +01:00
Michael Duong	5e0118ca0b	change deployment - pineed serverless pajkage	2024-05-28 16:55:47 +01:00
Michael Duong	7e3a6f7700	Merge branch 'sap-dev' of github.com:Hestia-Homes/ML into sap-dev-assumed	2024-05-26 10:46:38 +01:00
Github-Bot	396a5ffb08	Update Registry	2024-05-26 09:08:23 +00:00
Github-Bot	a78c5a50b0	Update Registry	2024-05-26 09:07:46 +00:00
quandanrepo	dc70b84626	Merge pull request #113 from Hestia-Homes/sap-dev-gto Sap dev gto	2024-05-26 10:07:07 +01:00
Michael Duong	e0954b52bc	Upgrade dvc packages to fix pygit2 error	2024-05-26 09:56:05 +01:00
Michael Duong	9e23eae27a	add testing script	2024-05-26 09:54:22 +01:00
Michael Duong	0768ace947	add testing script	2024-05-26 09:50:39 +01:00
Michael Duong	4ff7cfb271	Merge branch 'sap-dev' of github.com:Hestia-Homes/ML into sap-dev-gto	2024-05-26 09:47:23 +01:00
Michael Duong	a4dffe527a	add testing script	2024-05-26 09:47:08 +01:00
quandanrepo	8adfa72036	Merge pull request #111 from Hestia-Homes/sap-dev-package Sap dev package	2024-05-26 09:31:46 +01:00
Michael Duong	29b350e33b	Merge branch 'master' of github.com:Hestia-Homes/ML into sap-dev-assumed	2024-05-26 09:28:16 +01:00
Michael Duong	b985bbf753	new model with is_as_built_ending and is assumed columns	2024-05-26 09:28:00 +01:00
Michael Duong	f43d077479	use previous model with new downstream processes	2024-04-22 19:10:40 +01:00
Michael Duong	52f33239f4	Merge branch 'sap-dev-package' of github.com:Hestia-Homes/ML into sap-dev-package	2024-04-22 19:02:13 +01:00
Michael Duong	874b1db5f3	add ignored file to dockerignore	2024-04-22 19:01:56 +01:00
Michael Duong	7a3477c0e1	change to all packages	2024-04-22 13:30:58 +01:00
Michael Duong	87e3cc391e	push files to s3	2024-04-19 17:48:15 +01:00
Michael Duong	380bd6b595	correct the dockerignore files and test model with just tabular	2024-04-19 17:34:10 +01:00
Michael Duong	50a3e2d5be	correct the dockerignore files and test model with just tabular	2024-04-19 16:25:26 +01:00
Michael Duong	620c1d10a1	correct the dockerignore files and test model with just tabular	2024-04-19 16:22:06 +01:00
Michael Duong	179c334b6e	add switch to turn off scenario data (for carbon and heat for now)	2024-04-19 14:38:57 +01:00
quandanrepo	502621e434	Merge pull request #110 from Hestia-Homes/sap-dev Sap dev	2024-04-19 14:36:45 +01:00
Github-Bot	e97c01c366	Update Registry	2024-03-28 15:23:18 +00:00
Github-Bot	94a6aaa38f	Update Registry	2024-03-28 15:22:33 +00:00