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jhalakkotwani · Jun 27, 2024 · 0cf33cc · 0cf33cc
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diff --git a/artifacts/model.pkl b/artifacts/model.pkl
diff --git a/artifacts/preprocessor.pkl b/artifacts/preprocessor.pkl
diff --git a/artifacts/test.csv b/artifacts/test.csv
diff --git a/artifacts/train.csv b/artifacts/train.csv
diff --git a/experiment/experiments.ipynb b/experiment/experiments.ipynb
diff --git a/init_setup.sh b/init_setup.sh
@@ -1,18 +1,18 @@
-echo [$(date)]: "START"
+#echo [$(date)]: "START"
 
 
-echo [$(date)]: "creating env with python 3.8 version" 
+#echo [$(date)]: "creating env with python 3.8 version" 
 
 
 conda create --prefix ./env python=3.8 -y
 
 
-echo [$(date)]: "activating the environment" 
+#echo [$(date)]: "activating the environment" 
 
 source activate ./env
 
-echo [$(date)]: "installing the dev requirements" 
+#echo [$(date)]: "installing the dev requirements" 
 
 pip install -r requirements_dev.txt
 
-echo [$(date)]: "END" 
+#echo [$(date)]: "END" 
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/meta.yaml b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///config/workspace/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/artifacts
+end_time: 1719372982167
+entry_point_name: ''
+experiment_id: '0'
+lifecycle_stage: active
+run_id: dbce305edaf24714b6be41d4a63a07cf
+run_name: suave-croc-325
+run_uuid: dbce305edaf24714b6be41d4a63a07cf
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1719372971672
+status: 3
+tags: []
+user_id: jhala
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/metrics/mae b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/metrics/mae
@@ -0,0 +1 @@
+1719372971787 675.4148422059939 0
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/metrics/r2 b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/metrics/r2
@@ -0,0 +1 @@
+1719372971783 0.9378141234726479 0
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/metrics/rmse b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/metrics/rmse
@@ -0,0 +1 @@
+1719372971780 1012.6821933164849 0
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.log-model.history b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.log-model.history
@@ -0,0 +1 @@
+[{"run_id": "dbce305edaf24714b6be41d4a63a07cf", "artifact_path": "model", "utc_time_created": "2024-06-26 03:36:11.790713", "flavors": {"python_function": {"model_path": "model.pkl", "predict_fn": "predict", "loader_module": "mlflow.sklearn", "python_version": "3.11.5", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "sklearn": {"pickled_model": "model.pkl", "sklearn_version": "1.5.0", "serialization_format": "cloudpickle", "code": null}}, "model_uuid": "db261afaf0fd4ba3867341d03277bc31", "mlflow_version": "2.2.2"}]
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.runName b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.runName
@@ -0,0 +1 @@
+suave-croc-325
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.source.git.commit b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+3abbf78cce475cde022c1e63848473e834de6209
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.source.name b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.source.name
@@ -0,0 +1 @@
+src\pipeline\training_pipeline.py
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.source.type b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
diff --git a/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.user b/mlruns/0/dbce305edaf24714b6be41d4a63a07cf/tags/mlflow.user
@@ -0,0 +1 @@
+jhala
diff --git a/src/components/data_ingestion.py b/src/components/data_ingestion.py
@@ -24,7 +24,7 @@ def __init__(self):
     def initiate_data_ingestion(self):
         logging.info("data ingestion started")
         try:
-            data=pd.read_csv("https://raw.githubusercontent.com/sunnysavita10/fsdsmendtoend/main/notebooks/data/gemstone.csv")
+            data=pd.read_csv("https://raw.githubusercontent.com/sunnysavita10/Gemstone-Price-Prediction-End-to-End-Pipeline/main/artifacts/raw.csv")
             logging.info(" reading a df")
 
             os.makedirs(os.path.dirname(os.path.join(self.ingestion_config.raw_data_path)),exist_ok=True)

diff --git a/src/components/data_transformation.py b/src/components/data_transformation.py
@@ -7,7 +7,6 @@
 from dataclasses import dataclass
 from pathlib import Path
 
-
 from sklearn.compose import ColumnTransformer
 from sklearn.impute import SimpleImputer
 from sklearn.pipeline import Pipeline

diff --git a/src/utils/utils.py b/src/utils/utils.py
@@ -12,7 +12,7 @@ def save_object(file_path, obj):
     try:
         dir_path = os.path.dirname(file_path)
 
-        os.makedirs(dir_path, exist_ok=True)
+        os.makedirs(dir_path, exist_ok=True) 
 
         with open(file_path, "wb") as file_obj:
             pickle.dump(obj, file_obj)