From 0291c048b5c2e0f01581ddccfaf2c0df6cb13130 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Tue, 6 Jan 2026 09:32:51 -0800 Subject: [PATCH 01/24] update the task SDK --- .../ml/ml_jobs/e2e_task_graph/src/modeling.py | 1 - .../e2e_task_graph/src/pipeline_dag.py | 75 +++++---------- .../ml_jobs/e2e_task_graph/src/train_model.py | 95 +++++++++++++++++++ 3 files changed, 119 insertions(+), 52 deletions(-) create mode 100644 samples/ml/ml_jobs/e2e_task_graph/src/train_model.py diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 293366d4..21aa61ce 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -1,7 +1,6 @@ import os import logging from datetime import datetime, timedelta, timezone -from typing import Any, Dict, Optional, Union import cloudpickle as cp import data diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 892d8e10..16ca7e7c 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -1,4 +1,3 @@ -import io import json import os import time @@ -12,13 +11,13 @@ from snowflake.core.task.dagv1 import DAG, DAGOperation, DAGTask, DAGTaskBranch from snowflake.ml.data import DatasetInfo from snowflake.ml.dataset import load_dataset -from snowflake.ml.jobs import MLJob from snowflake.snowpark import Session +from snowflake.ml.jobs import MLJobDefinition import cli_utils import data import modeling -from constants import (DAG_STAGE, DATA_TABLE_NAME, DB_NAME, SCHEMA_NAME, +from constants import (COMPUTE_POOL,DAG_STAGE, DATA_TABLE_NAME, DB_NAME, JOB_STAGE, SCHEMA_NAME, WAREHOUSE) ARTIFACT_DIR = "run_artifacts" @@ -132,7 +131,7 @@ def from_task_context(cls, ctx: TaskContext, **kwargs: Any) -> "RunConfig": run_config = dict(run_id=run_id) graph_config = ctx.get_task_graph_config() - merged = run_config | graph_config | kwargs + merged = run_config | (graph_config or {}) | kwargs # Get expected fields from RunConfig expected_fields = set(cls.__annotations__) @@ -180,56 +179,28 @@ def prepare_datasets(session: Session) -> str: return json.dumps(dataset_info) -def train_model(session: Session) -> str: +# NOTE: Remove `target_instances=2` to run training on a single node +# See https://docs.snowflake.com/en/developer-guide/snowflake-ml/ml-jobs/distributed-ml-jobs +def train_model_sql(session: Session) -> str: """ - DAG task to train a machine learning model. - - This function is executed as part of the DAG workflow to train a model using the prepared datasets. - It retrieves dataset information from the previous task, trains the model, evaluates it on both - training and test sets, and saves the model to a stage for later use. + Returns the SQL statement to train a model using ML Jobs. Args: session (Session): Snowflake session object Returns: - str: JSON string containing model path and evaluation metrics + str: SQL statement to train a model using ML Jobs """ - ctx = TaskContext(session) - config = RunConfig.from_task_context(ctx) - - # Load the datasets - serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) - dataset_info = { - key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items() - } - - # Train the model - model = modeling.train_model(session, dataset_info["train"]) - if isinstance(model, MLJob): - model = model.result() - - # Evaluate the model - train_metrics = modeling.evaluate_model( - session, model, dataset_info["train"], prefix="train" - ) - test_metrics = modeling.evaluate_model( - session, model, dataset_info["test"], prefix="test" - ) - metrics = {**train_metrics, **test_metrics} - - # Save model to stage and return the metrics as a JSON string - model_pkl = cp.dumps(model) - model_path = os.path.join(config.artifact_dir, "model.pkl") - put_result = session.file.put_stream( - io.BytesIO(model_pkl), model_path, overwrite=True + job_definition = MLJobDefinition.register( + source = './src/', + entrypoint = 'train_model.py', + compute_pool = COMPUTE_POOL, + stage_name = JOB_STAGE, + imports=[("/Users/ajiang/PycharmProjects/snowml/snowflake/ml", "snowflake.ml")], + session = session, + target_instances = 2, ) - - result_dict = { - "model_path": os.path.join(config.artifact_dir, put_result.target), - "metrics": metrics, - } - return json.dumps(result_dict) - + return job_definition.to_sql(use_async=False) def check_model_quality(session: Session) -> str: """ @@ -250,7 +221,6 @@ def check_model_quality(session: Session) -> str: metrics = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL"))["metrics"] - # If model is good, promote model threshold = config.metric_threshold if metrics[config.metric_name] >= threshold: return "promote_model" @@ -270,7 +240,7 @@ def promote_model(session: Session) -> str: session (Session): Snowflake session object Returns: - str: Tuple of (fully_qualified_model_name, version_name) as string + tuple[str, str]: (fully_qualified_model_name, version_name) """ ctx = TaskContext(session) config = RunConfig.from_task_context(ctx) @@ -341,7 +311,9 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - schedule=schedule, use_func_return_value=True, stage_location=DAG_STAGE, - packages=["snowflake-snowpark-python", "snowflake-ml-python<1.9.0", "xgboost"], # NOTE: Temporarily pinning to <1.9.0 due to compatibility issues + # Pin `xgboost` to reduce training/logging runtime drift (ML Jobs vs Task Graph runtime). + packages=["snowflake-snowpark-python", "xgboost==2.1.3", "snowflake-ml-python"], + imports=[("/Users/ajiang/PycharmProjects/snowml/snowflake/ml", "snowflake.ml")], config={ "dataset_name": "mortgage_dataset", "model_name": "mortgage_model", @@ -369,10 +341,11 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - ); """, ) - cleanup_task = DAGTask("cleanup_task", definition=cleanup, is_finalizer=True) + train_model_task = DAGTask("TRAIN_MODEL", definition=train_model_sql(session)) + _cleanup_task = DAGTask("cleanup_task", definition=cleanup, is_finalizer=True) # Build the DAG - prepare_data >> train_model >> evaluate_model >> [promote_model_task, alert_task] + prepare_data >> train_model_task >> evaluate_model >> [promote_model_task, alert_task] return dag diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py new file mode 100644 index 00000000..f6ef3923 --- /dev/null +++ b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py @@ -0,0 +1,95 @@ +from snowflake.ml.data import DataConnector, DatasetInfo, DataSource +from snowflake.core.task.context import TaskContext +from snowflake.snowpark import Session +from xgboost import XGBClassifier +import os +import json +import cloudpickle as cp +import io +from pipeline_dag import RunConfig +from modeling import evaluate_model + +session = Session.builder.getOrCreate() + +def train_model(session: Session, input_data: DataSource) -> XGBClassifier: + """ + Train a model on the training dataset and evaluate it on the test dataset. + + This function trains an XGBoost classifier on the provided training data. It extracts + features and labels from the input data, configures the model with predefined parameters, + and trains the model. This function is executed remotely on Snowpark Container Services. + + Args: + session (Session): Snowflake session object + input_data (DataSource): Data source containing training data with features and labels + + Returns: + XGBClassifier: Trained XGBoost classifier model + """ + input_data_df = DataConnector.from_sources(session, [input_data]).to_pandas() + + assert isinstance(input_data, DatasetInfo), "Input data must be a DatasetInfo" + exclude_cols = input_data.exclude_cols + label_col = exclude_cols[0] + + X_train = input_data_df.drop(exclude_cols, axis=1) + y_train = input_data_df[label_col].squeeze() + + model_params = dict( + max_depth=50, + n_estimators=3, + learning_rate=0.75, + objective="binary:logistic", + booster="gbtree", + ) + + # Retrieve the number of nodes from environment variable + if int(os.environ.get("SNOWFLAKE_JOBS_COUNT", 1)) > 1: + # Distributed training - use ML Runtime distributor APIs + from snowflake.ml.modeling.distributors.xgboost.xgboost_estimator import ( + XGBEstimator, + XGBScalingConfig, + ) + estimator = XGBEstimator( + params=model_params, + scaling_config=XGBScalingConfig(num_workers=2), + ) + else: + # Single node training - can use standard XGBClassifier + estimator = XGBClassifier(**model_params) + + estimator.fit(X_train, y_train) + + # Convert distributed estimator to standard XGBClassifier if needed + return getattr(estimator, '_sklearn_estimator', estimator) + + +if __name__ == "__main__": + ctx = TaskContext(session) + config = RunConfig.from_task_context(ctx) + + # Load the datasets + serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) + dataset_info = { + key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items() + } + artifact_dir = config.artifact_dir + model_obj = train_model(session, dataset_info["train"]) + train_metrics = evaluate_model( + session, model_obj, dataset_info["train"], prefix="train" + ) + test_metrics = evaluate_model( + session, model_obj, dataset_info["test"], prefix="test" + ) + metrics = {**train_metrics, **test_metrics} + + model_pkl = cp.dumps(model_obj) + model_path = os.path.join(config.artifact_dir, "model.pkl") + put_result = session.file.put_stream( + io.BytesIO(model_pkl), model_path, overwrite=True + ) + result_dict = { + "model_path": os.path.join(config.artifact_dir, put_result.target), + "metrics": metrics, + } + ctx.set_return_value(json.dumps(result_dict)) \ No newline at end of file From 375d3ab25e74b48711c9c380398467cf731d286b Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Tue, 6 Jan 2026 15:49:13 -0800 Subject: [PATCH 02/24] revert changes --- samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 16ca7e7c..21d57490 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -131,7 +131,7 @@ def from_task_context(cls, ctx: TaskContext, **kwargs: Any) -> "RunConfig": run_config = dict(run_id=run_id) graph_config = ctx.get_task_graph_config() - merged = run_config | (graph_config or {}) | kwargs + merged = run_config | graph_config | kwargs # Get expected fields from RunConfig expected_fields = set(cls.__annotations__) @@ -240,7 +240,7 @@ def promote_model(session: Session) -> str: session (Session): Snowflake session object Returns: - tuple[str, str]: (fully_qualified_model_name, version_name) + str: Tuple of (fully_qualified_model_name, version_name) as string """ ctx = TaskContext(session) config = RunConfig.from_task_context(ctx) From 703488f2b3588143c1cb504d8bd6b1cd957a7420 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Thu, 8 Jan 2026 19:01:11 -0800 Subject: [PATCH 03/24] resolve the comments --- .../ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py | 15 +++++++-------- .../ml/ml_jobs/e2e_task_graph/src/train_model.py | 10 +++++++++- 2 files changed, 16 insertions(+), 9 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 21d57490..02b079bf 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -181,9 +181,9 @@ def prepare_datasets(session: Session) -> str: # NOTE: Remove `target_instances=2` to run training on a single node # See https://docs.snowflake.com/en/developer-guide/snowflake-ml/ml-jobs/distributed-ml-jobs -def train_model_sql(session: Session) -> str: +def train_model(session: Session) -> MLJobDefinition: """ - Returns the SQL statement to train a model using ML Jobs. + Returns the MLJobDefinition to train a model using ML Jobs. Args: session (Session): Snowflake session object @@ -192,15 +192,15 @@ def train_model_sql(session: Session) -> str: str: SQL statement to train a model using ML Jobs """ job_definition = MLJobDefinition.register( - source = './src/', + source = './src', entrypoint = 'train_model.py', compute_pool = COMPUTE_POOL, stage_name = JOB_STAGE, - imports=[("/Users/ajiang/PycharmProjects/snowml/snowflake/ml", "snowflake.ml")], session = session, target_instances = 2, + requirements = ['xgboost==3.1.2'], ) - return job_definition.to_sql(use_async=False) + return job_definition def check_model_quality(session: Session) -> str: """ @@ -312,8 +312,7 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - use_func_return_value=True, stage_location=DAG_STAGE, # Pin `xgboost` to reduce training/logging runtime drift (ML Jobs vs Task Graph runtime). - packages=["snowflake-snowpark-python", "xgboost==2.1.3", "snowflake-ml-python"], - imports=[("/Users/ajiang/PycharmProjects/snowml/snowflake/ml", "snowflake.ml")], + packages=["snowflake-snowpark-python", "xgboost", "snowflake-ml-python", ], config={ "dataset_name": "mortgage_dataset", "model_name": "mortgage_model", @@ -341,7 +340,7 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - ); """, ) - train_model_task = DAGTask("TRAIN_MODEL", definition=train_model_sql(session)) + train_model_task = DAGTask("TRAIN_MODEL", definition=train_model(session)) _cleanup_task = DAGTask("cleanup_task", definition=cleanup, is_finalizer=True) # Build the DAG diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py index f6ef3923..3b599431 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py @@ -6,6 +6,7 @@ import json import cloudpickle as cp import io + from pipeline_dag import RunConfig from modeling import evaluate_model @@ -52,7 +53,7 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: ) estimator = XGBEstimator( params=model_params, - scaling_config=XGBScalingConfig(num_workers=2), + scaling_config=XGBScalingConfig(), ) else: # Single node training - can use standard XGBClassifier @@ -65,6 +66,11 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: if __name__ == "__main__": + index = int(os.environ.get("SNOWFLAKE_JOB_INDEX", 0)) + if index != 0: + print(f"Worker node (index {index}) - exiting") + exit(0) + ctx = TaskContext(session) config = RunConfig.from_task_context(ctx) @@ -75,6 +81,8 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: } artifact_dir = config.artifact_dir model_obj = train_model(session, dataset_info["train"]) + if not hasattr(model_obj, 'feature_weights'): + model_obj.feature_weights = None train_metrics = evaluate_model( session, model_obj, dataset_info["train"], prefix="train" ) From f96fd9b9238ac17d26fee00954afdd0b166782af Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Thu, 8 Jan 2026 19:03:33 -0800 Subject: [PATCH 04/24] revert unnecessary changes --- samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 02b079bf..93c45bd9 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -189,7 +189,7 @@ def train_model(session: Session) -> MLJobDefinition: session (Session): Snowflake session object Returns: - str: SQL statement to train a model using ML Jobs + MLJobDefinition: MLJobDefinition to train a model using ML Jobs """ job_definition = MLJobDefinition.register( source = './src', @@ -311,8 +311,7 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - schedule=schedule, use_func_return_value=True, stage_location=DAG_STAGE, - # Pin `xgboost` to reduce training/logging runtime drift (ML Jobs vs Task Graph runtime). - packages=["snowflake-snowpark-python", "xgboost", "snowflake-ml-python", ], + packages=["snowflake-snowpark-python", "snowflake-ml-python", "xgboost"], config={ "dataset_name": "mortgage_dataset", "model_name": "mortgage_model", From ad5d13bcc0bf926edd8f62a5655efcfd6ecf7397 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Thu, 8 Jan 2026 19:04:31 -0800 Subject: [PATCH 05/24] revert unnecessary changes --- samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 93c45bd9..5e2dad91 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -183,13 +183,13 @@ def prepare_datasets(session: Session) -> str: # See https://docs.snowflake.com/en/developer-guide/snowflake-ml/ml-jobs/distributed-ml-jobs def train_model(session: Session) -> MLJobDefinition: """ - Returns the MLJobDefinition to train a model using ML Jobs. + Returns the MLJobDefinition to train a model. Args: session (Session): Snowflake session object Returns: - MLJobDefinition: MLJobDefinition to train a model using ML Jobs + MLJobDefinition: MLJobDefinition to train a model """ job_definition = MLJobDefinition.register( source = './src', From fd6a7dc5888e88cdaf8a691fa9981b1d6f1d6c6b Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Mon, 12 Jan 2026 16:22:32 -0800 Subject: [PATCH 06/24] resolve the comments --- samples/ml/ml_jobs/e2e_task_graph/README.md | 14 +++-- .../ml/ml_jobs/e2e_task_graph/src/modeling.py | 26 ++++---- .../e2e_task_graph/src/pipeline_dag.py | 34 +++-------- .../e2e_task_graph/src/pipeline_local.py | 2 +- .../ml_jobs/e2e_task_graph/src/train_model.py | 60 ++----------------- 5 files changed, 37 insertions(+), 99 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/README.md b/samples/ml/ml_jobs/e2e_task_graph/README.md index a784e3b0..bf04878a 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/README.md +++ b/samples/ml/ml_jobs/e2e_task_graph/README.md @@ -189,12 +189,18 @@ This visual interface makes it easy to: ### Model Training on SPCS using ML Jobs -The `train_model` function uses the `@remote` decorator to run multi-node training on Snowpark Container Services: +The Task Graph runs model training on Snowpark Container Services (SPCS) via a Snowflake ML Job entrypoint (`src/train_model.py`), which calls `modeling.train_model(...)` and returns metrics and a serialized model path back to the DAG. ```python -@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) -def train_model(session: Session, input_data: DataSource) -> XGBClassifier: - # Training logic runs on distributed compute +train_job_definition = MLJobDefinition.register( + source="./src", + entrypoint="train_model.py", + compute_pool=COMPUTE_POOL, + stage_name=JOB_STAGE, + session=session, + target_instances=2, +) +train_model_task = DAGTask("TRAIN_MODEL", definition=train_job_definition) ``` ### Conditional Model Promotion diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 21aa61ce..41a758a3 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -143,23 +143,13 @@ def prepare_datasets( return (ds, train_ds, test_ds) -# NOTE: Remove `target_instances=2` to run training on a single node -# See https://docs.snowflake.com/en/developer-guide/snowflake-ml/ml-jobs/distributed-ml-jobs -@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) def train_model(session: Session, input_data: DataSource) -> XGBClassifier: """ Train a model on the training dataset. - This function trains an XGBoost classifier on the provided training data. It extracts - features and labels from the input data, configures the model with predefined parameters, - and trains the model. This function is executed remotely on Snowpark Container Services. - - Args: - session (Session): Snowflake session object - input_data (DataSource): Data source containing training data with features and labels - - Returns: - XGBClassifier: Trained XGBoost classifier model + This is the shared, "pure" training implementation used by both: + - the local pipeline (via `train_model_remote(...).result()`) + - the ML Job entrypoint (which already runs inside SPCS) """ input_data_df = DataConnector.from_sources(session, [input_data]).to_pandas() @@ -196,7 +186,15 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: estimator.fit(X_train, y_train) # Convert distributed estimator to standard XGBClassifier if needed - return getattr(estimator, '_sklearn_estimator', estimator) + return getattr(estimator, "_sklearn_estimator", estimator) + + +# NOTE: Remove `target_instances=2` to run training on a single node +# See https://docs.snowflake.com/en/developer-guide/snowflake-ml/ml-jobs/distributed-ml-jobs +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) +def train_model_remote(session: Session, input_data: DataSource) -> XGBClassifier: + """Run `train_model` remotely on Snowpark Container Services.""" + return train_model(session, input_data) def evaluate_model( diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 5e2dad91..0974ecbc 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -178,30 +178,6 @@ def prepare_datasets(session: Session) -> str: } return json.dumps(dataset_info) - -# NOTE: Remove `target_instances=2` to run training on a single node -# See https://docs.snowflake.com/en/developer-guide/snowflake-ml/ml-jobs/distributed-ml-jobs -def train_model(session: Session) -> MLJobDefinition: - """ - Returns the MLJobDefinition to train a model. - - Args: - session (Session): Snowflake session object - - Returns: - MLJobDefinition: MLJobDefinition to train a model - """ - job_definition = MLJobDefinition.register( - source = './src', - entrypoint = 'train_model.py', - compute_pool = COMPUTE_POOL, - stage_name = JOB_STAGE, - session = session, - target_instances = 2, - requirements = ['xgboost==3.1.2'], - ) - return job_definition - def check_model_quality(session: Session) -> str: """ DAG task to check model quality and determine next action. @@ -322,6 +298,15 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - ) as dag: # Need to wrap first function in a DAGTask to make >> operator work properly prepare_data = DAGTask("prepare_data", definition=prepare_datasets) + train_job_definition = MLJobDefinition.register( + source="./src", + entrypoint="train_model.py", + compute_pool=COMPUTE_POOL, + stage_name=JOB_STAGE, + session=session, + target_instances=2, # NOTE: remove to run on a single node + ) + train_model_task = DAGTask("TRAIN_MODEL", definition=train_job_definition) evaluate_model = DAGTaskBranch( "check_model_quality", definition=check_model_quality ) @@ -339,7 +324,6 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - ); """, ) - train_model_task = DAGTask("TRAIN_MODEL", definition=train_model(session)) _cleanup_task = DAGTask("cleanup_task", definition=cleanup, is_finalizer=True) # Build the DAG diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index 72c62795..36f1fefd 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -41,7 +41,7 @@ def run_pipeline( ) print("Training model...") - model_obj = modeling.train_model(session, train_ds.read.data_sources[0]).result() + model_obj = modeling.train_model_remote(session, train_ds.read.data_sources[0]).result() print("Evaluating model...") train_metrics = modeling.evaluate_model( diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py index 3b599431..acffc124 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py @@ -1,72 +1,21 @@ -from snowflake.ml.data import DataConnector, DatasetInfo, DataSource +from snowflake.ml.data import DatasetInfo from snowflake.core.task.context import TaskContext from snowflake.snowpark import Session -from xgboost import XGBClassifier import os import json import cloudpickle as cp import io from pipeline_dag import RunConfig -from modeling import evaluate_model +from modeling import evaluate_model, train_model session = Session.builder.getOrCreate() -def train_model(session: Session, input_data: DataSource) -> XGBClassifier: - """ - Train a model on the training dataset and evaluate it on the test dataset. - - This function trains an XGBoost classifier on the provided training data. It extracts - features and labels from the input data, configures the model with predefined parameters, - and trains the model. This function is executed remotely on Snowpark Container Services. - - Args: - session (Session): Snowflake session object - input_data (DataSource): Data source containing training data with features and labels - - Returns: - XGBClassifier: Trained XGBoost classifier model - """ - input_data_df = DataConnector.from_sources(session, [input_data]).to_pandas() - - assert isinstance(input_data, DatasetInfo), "Input data must be a DatasetInfo" - exclude_cols = input_data.exclude_cols - label_col = exclude_cols[0] - - X_train = input_data_df.drop(exclude_cols, axis=1) - y_train = input_data_df[label_col].squeeze() - - model_params = dict( - max_depth=50, - n_estimators=3, - learning_rate=0.75, - objective="binary:logistic", - booster="gbtree", - ) - - # Retrieve the number of nodes from environment variable - if int(os.environ.get("SNOWFLAKE_JOBS_COUNT", 1)) > 1: - # Distributed training - use ML Runtime distributor APIs - from snowflake.ml.modeling.distributors.xgboost.xgboost_estimator import ( - XGBEstimator, - XGBScalingConfig, - ) - estimator = XGBEstimator( - params=model_params, - scaling_config=XGBScalingConfig(), - ) - else: - # Single node training - can use standard XGBClassifier - estimator = XGBClassifier(**model_params) - - estimator.fit(X_train, y_train) - - # Convert distributed estimator to standard XGBClassifier if needed - return getattr(estimator, '_sklearn_estimator', estimator) - if __name__ == "__main__": index = int(os.environ.get("SNOWFLAKE_JOB_INDEX", 0)) + + # Only head node saves and returns results if index != 0: print(f"Worker node (index {index}) - exiting") exit(0) @@ -81,6 +30,7 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: } artifact_dir = config.artifact_dir model_obj = train_model(session, dataset_info["train"]) + if not hasattr(model_obj, 'feature_weights'): model_obj.feature_weights = None train_metrics = evaluate_model( From 5524f9adbb65d760c51c638d3ee0855135a9bc5b Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Mon, 12 Jan 2026 16:46:52 -0800 Subject: [PATCH 07/24] resolve the comments --- samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index 36f1fefd..1c3283fe 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -2,6 +2,7 @@ from datetime import datetime from snowflake.snowpark import Session +import cloudpickle as cp import modeling from constants import DATA_TABLE_NAME @@ -41,6 +42,8 @@ def run_pipeline( ) print("Training model...") + + cp.register_pickle_by_value(modeling) model_obj = modeling.train_model_remote(session, train_ds.read.data_sources[0]).result() print("Evaluating model...") From 3015500cb6e4403ef2b3bd069459c63d4ddb6b0b Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Mon, 12 Jan 2026 16:49:34 -0800 Subject: [PATCH 08/24] resolve the comments --- samples/ml/ml_jobs/e2e_task_graph/README.md | 2 +- samples/ml/ml_jobs/e2e_task_graph/src/modeling.py | 3 --- 2 files changed, 1 insertion(+), 4 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/README.md b/samples/ml/ml_jobs/e2e_task_graph/README.md index bf04878a..1c0e55c1 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/README.md +++ b/samples/ml/ml_jobs/e2e_task_graph/README.md @@ -189,7 +189,7 @@ This visual interface makes it easy to: ### Model Training on SPCS using ML Jobs -The Task Graph runs model training on Snowpark Container Services (SPCS) via a Snowflake ML Job entrypoint (`src/train_model.py`), which calls `modeling.train_model(...)` and returns metrics and a serialized model path back to the DAG. +The Task Graph runs model training on SPCS via a Snowflake ML Job entrypoint (`src/train_model.py`), which calls `modeling.train_model(...)` and returns metrics and a serialized model path back to the DAG. ```python train_job_definition = MLJobDefinition.register( diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 41a758a3..6ecaec2f 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -147,9 +147,6 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: """ Train a model on the training dataset. - This is the shared, "pure" training implementation used by both: - - the local pipeline (via `train_model_remote(...).result()`) - - the ML Job entrypoint (which already runs inside SPCS) """ input_data_df = DataConnector.from_sources(session, [input_data]).to_pandas() From 94e941aa0f5b98d3af87990c975c3912f68a1475 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Mon, 12 Jan 2026 16:50:21 -0800 Subject: [PATCH 09/24] resolve the comments --- samples/ml/ml_jobs/e2e_task_graph/src/modeling.py | 1 - 1 file changed, 1 deletion(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 6ecaec2f..1d1b2d73 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -190,7 +190,6 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: # See https://docs.snowflake.com/en/developer-guide/snowflake-ml/ml-jobs/distributed-ml-jobs @remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) def train_model_remote(session: Session, input_data: DataSource) -> XGBClassifier: - """Run `train_model` remotely on Snowpark Container Services.""" return train_model(session, input_data) From 74a1edb5c0f100be0ffb9df660fb9b846a8d08fe Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Tue, 13 Jan 2026 19:14:53 -0800 Subject: [PATCH 10/24] resolve the comments --- .../ml/ml_jobs/e2e_task_graph/src/modeling.py | 7 --- .../e2e_task_graph/src/pipeline_dag.py | 4 +- .../e2e_task_graph/src/pipeline_local.py | 34 ++++++++----- .../ml_jobs/e2e_task_graph/src/train_model.py | 51 ++++++++++++------- 4 files changed, 57 insertions(+), 39 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 1d1b2d73..1a8f507e 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -186,13 +186,6 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: return getattr(estimator, "_sklearn_estimator", estimator) -# NOTE: Remove `target_instances=2` to run training on a single node -# See https://docs.snowflake.com/en/developer-guide/snowflake-ml/ml-jobs/distributed-ml-jobs -@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) -def train_model_remote(session: Session, input_data: DataSource) -> XGBClassifier: - return train_model(session, input_data) - - def evaluate_model( session: Session, model: XGBClassifier, diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 0974ecbc..b1bf1026 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -17,7 +17,7 @@ import cli_utils import data import modeling -from constants import (COMPUTE_POOL,DAG_STAGE, DATA_TABLE_NAME, DB_NAME, JOB_STAGE, SCHEMA_NAME, +from constants import (COMPUTE_POOL, DAG_STAGE, DATA_TABLE_NAME, DB_NAME, JOB_STAGE, SCHEMA_NAME, WAREHOUSE) ARTIFACT_DIR = "run_artifacts" @@ -324,7 +324,7 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - ); """, ) - _cleanup_task = DAGTask("cleanup_task", definition=cleanup, is_finalizer=True) + cleanup_task = DAGTask("cleanup_task", definition=cleanup, is_finalizer=True) # Build the DAG prepare_data >> train_model_task >> evaluate_model >> [promote_model_task, alert_task] diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index 1c3283fe..e82a539b 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -1,10 +1,13 @@ +from dataclasses import asdict +import json import logging from datetime import datetime +from snowflake.ml import jobs from snowflake.snowpark import Session import cloudpickle as cp import modeling -from constants import DATA_TABLE_NAME +from constants import COMPUTE_POOL, DATA_TABLE_NAME, JOB_STAGE logging.getLogger().setLevel(logging.ERROR) @@ -40,25 +43,30 @@ def run_pipeline( create_assets=False, force_refresh=force_refresh, ) - + dataset_info = { + "full": asdict(ds.read.data_sources[0]), + "train": asdict(train_ds.read.data_sources[0]), + "test": asdict(test_ds.read.data_sources[0]), + } print("Training model...") - cp.register_pickle_by_value(modeling) - model_obj = modeling.train_model_remote(session, train_ds.read.data_sources[0]).result() - - print("Evaluating model...") - train_metrics = modeling.evaluate_model( - session, model_obj, train_ds.read.data_sources[0], prefix="train" - ) - test_metrics = modeling.evaluate_model( - session, model_obj, test_ds.read.data_sources[0], prefix="test" + + job = jobs.submit_directory( + dir_path="./src", + entrypoint="train_model.py", + compute_pool=COMPUTE_POOL, + stage_name=JOB_STAGE, + session=session, + args=["--dataset-info", json.dumps(dataset_info)], + target_instances=2, ) - metrics = {**train_metrics, **test_metrics} + job.wait() + model_obj = job.result()["model_obj"] + metrics = job.result()["metrics"] key_metric = "test_accuracy" threshold = 0.7 current_score = metrics[key_metric] - print(f"Current score: {current_score}. Threshold for promotion: {threshold}.") if no_register: print("Model registration disabled via --no-register flag.") diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py index acffc124..f752e828 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py @@ -1,3 +1,4 @@ +from ast import arg from snowflake.ml.data import DatasetInfo from snowflake.core.task.context import TaskContext from snowflake.snowpark import Session @@ -5,6 +6,7 @@ import json import cloudpickle as cp import io +import argparse from pipeline_dag import RunConfig from modeling import evaluate_model, train_model @@ -19,16 +21,25 @@ if index != 0: print(f"Worker node (index {index}) - exiting") exit(0) + artifact_dir = None + try: + ctx = TaskContext(session) + config = RunConfig.from_task_context(ctx) + artifact_dir = config.artifact_dir - ctx = TaskContext(session) - config = RunConfig.from_task_context(ctx) - - # Load the datasets - serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) + # Load the datasets + serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) + + except Exception as e: + print(f"Error loading dataset info: {e}") + parser = argparse.ArgumentParser() + parser.add_argument("--dataset-info", type=str, required=True) + args = parser.parse_args() + serialized = json.loads(args.dataset_info) + dataset_info = { key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items() } - artifact_dir = config.artifact_dir model_obj = train_model(session, dataset_info["train"]) if not hasattr(model_obj, 'feature_weights'): @@ -40,14 +51,20 @@ session, model_obj, dataset_info["test"], prefix="test" ) metrics = {**train_metrics, **test_metrics} - - model_pkl = cp.dumps(model_obj) - model_path = os.path.join(config.artifact_dir, "model.pkl") - put_result = session.file.put_stream( - io.BytesIO(model_pkl), model_path, overwrite=True - ) - result_dict = { - "model_path": os.path.join(config.artifact_dir, put_result.target), - "metrics": metrics, - } - ctx.set_return_value(json.dumps(result_dict)) \ No newline at end of file + if artifact_dir: + model_pkl = cp.dumps(model_obj) + model_path = os.path.join(config.artifact_dir, "model.pkl") + put_result = session.file.put_stream( + io.BytesIO(model_pkl), model_path, overwrite=True + ) + result_dict = { + "model_path": os.path.join(config.artifact_dir, put_result.target), + "metrics": metrics, + } + ctx.set_return_value(json.dumps(result_dict)) + else: + result_dict = { + "model_obj": model_obj, + "metrics": metrics, + } + __return__= result_dict \ No newline at end of file From 7f992c49f5671cd936c9b2217d348857938e3bbe Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Wed, 14 Jan 2026 00:30:02 -0800 Subject: [PATCH 11/24] reformat the script --- samples/ml/ml_jobs/e2e_task_graph/src/modeling.py | 2 +- samples/ml/ml_jobs/e2e_task_graph/src/train_model.py | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 1a8f507e..034ce77e 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -183,7 +183,7 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: estimator.fit(X_train, y_train) # Convert distributed estimator to standard XGBClassifier if needed - return getattr(estimator, "_sklearn_estimator", estimator) + return getattr(estimator, "_sklearn_estimator", estimator) or estimator def evaluate_model( diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py index f752e828..e2b1e7c8 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py @@ -1,4 +1,3 @@ -from ast import arg from snowflake.ml.data import DatasetInfo from snowflake.core.task.context import TaskContext from snowflake.snowpark import Session From 01c160f8f884e45ac04361503ba08815273597b8 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Wed, 21 Jan 2026 16:56:38 -0800 Subject: [PATCH 12/24] update the sample --- .../ml/ml_jobs/e2e_task_graph/src/modeling.py | 18 +- samples/ml/ml_jobs/e2e_task_graph/src/ops.py | 4 + .../e2e_task_graph/src/pipeline_dag.py | 155 ++++++++++-------- .../e2e_task_graph/src/pipeline_local.py | 32 ++-- .../ml_jobs/e2e_task_graph/src/train_model.py | 69 -------- 5 files changed, 124 insertions(+), 154 deletions(-) delete mode 100644 samples/ml/ml_jobs/e2e_task_graph/src/train_model.py diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 034ce77e..cecc5911 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -1,12 +1,12 @@ import os import logging from datetime import datetime, timedelta, timezone +from typing import Optional import cloudpickle as cp import data import ops from constants import ( - COMPUTE_POOL, DAG_STAGE, DB_NAME, JOB_STAGE, @@ -17,7 +17,6 @@ from sklearn.metrics import accuracy_score, f1_score, precision_score, recall_score from snowflake.ml.data import DataConnector, DatasetInfo, DataSource from snowflake.ml.dataset import Dataset, load_dataset -from snowflake.ml.jobs import remote from snowflake.ml.model import ModelVersion from snowflake.snowpark import Session from snowflake.snowpark.exceptions import SnowparkSQLException @@ -143,12 +142,23 @@ def prepare_datasets( return (ds, train_ds, test_ds) -def train_model(session: Session, input_data: DataSource) -> XGBClassifier: +def train_model(session: Session, input_data: Optional[DataSource] = None) -> XGBClassifier: """ Train a model on the training dataset. + This function trains an XGBoost classifier on the provided training data. It extracts + features and labels from the input data, configures the model with predefined parameters, + and trains the model. This function is executed remotely on Snowpark Container Services. + + Args: + session (Session): Snowflake session object + input_data (DataSource): Data source containing training data with features and labels + + Returns: + XGBClassifier: Trained XGBoost classifier model """ input_data_df = DataConnector.from_sources(session, [input_data]).to_pandas() + assert isinstance(input_data, DatasetInfo), "Input data must be a DatasetInfo" exclude_cols = input_data.exclude_cols @@ -183,7 +193,7 @@ def train_model(session: Session, input_data: DataSource) -> XGBClassifier: estimator.fit(X_train, y_train) # Convert distributed estimator to standard XGBClassifier if needed - return getattr(estimator, "_sklearn_estimator", estimator) or estimator + return getattr(estimator, '_sklearn_estimator', estimator) def evaluate_model( diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/ops.py b/samples/ml/ml_jobs/e2e_task_graph/src/ops.py index 324a47fe..be4440a5 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/ops.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/ops.py @@ -166,3 +166,7 @@ def promote_model( # Set model as default base_model = registry.get_model(model.model_name) base_model.default = model + +def get_model(session: Session, model_name: str, version_name: str) -> ModelVersion: + registry = get_model_registry(session) + return registry.get_model(model_name).get_version(version_name) \ No newline at end of file diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index b1bf1026..d8592bf6 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -1,9 +1,12 @@ +import io import json import os +import sys import time -from dataclasses import asdict, dataclass -from datetime import datetime, timedelta +from dataclasses import asdict +from datetime import timedelta from typing import Any, Optional +import uuid import cloudpickle as cp from snowflake.core import CreateMode, Root @@ -11,18 +14,28 @@ from snowflake.core.task.dagv1 import DAG, DAGOperation, DAGTask, DAGTaskBranch from snowflake.ml.data import DatasetInfo from snowflake.ml.dataset import load_dataset +from snowflake.snowpark.exceptions import SnowparkSQLException from snowflake.snowpark import Session -from snowflake.ml.jobs import MLJobDefinition +from snowflake.ml.jobs import remote +import modeling +import data +import ops +import run_config import cli_utils -import data -import modeling from constants import (COMPUTE_POOL, DAG_STAGE, DATA_TABLE_NAME, DB_NAME, JOB_STAGE, SCHEMA_NAME, WAREHOUSE) -ARTIFACT_DIR = "run_artifacts" +# Ensure local modules are bundled for remote job execution. +cp.register_pickle_by_value(modeling) +cp.register_pickle_by_value(data) +cp.register_pickle_by_value(ops) +cp.register_pickle_by_value(run_config) +cp.register_pickle_by_value(sys.modules[__name__]) +ARTIFACT_DIR = "run_artifacts" +session = Session.builder.getOrCreate() def _ensure_environment(session: Session): """ Ensure the environment is properly set up for DAG execution. @@ -40,7 +53,6 @@ def _ensure_environment(session: Session): _ = data.get_raw_data(session, DATA_TABLE_NAME, create_if_not_exists=True) # Register local modules for inclusion in ML Job payloads - cp.register_pickle_by_value(modeling) def _wait_for_run_to_complete(session: Session, dag: DAG) -> str: @@ -107,49 +119,6 @@ def _wait_for_run_to_complete(session: Session, dag: DAG) -> str: return dag_result - -@dataclass(frozen=True) -class RunConfig: - run_id: str - dataset_name: str - model_name: str - metric_name: str - metric_threshold: float - - @property - def artifact_dir(self) -> str: - return os.path.join(DAG_STAGE, ARTIFACT_DIR, self.run_id) - - @classmethod - def from_task_context(cls, ctx: TaskContext, **kwargs: Any) -> "RunConfig": - run_schedule = ctx.get_current_task_graph_original_schedule() - run_id = "v" + ( - run_schedule.strftime("%Y%m%d_%H%M%S") - if isinstance(run_schedule, datetime) - else str(run_schedule) - ) - run_config = dict(run_id=run_id) - - graph_config = ctx.get_task_graph_config() - merged = run_config | graph_config | kwargs - - # Get expected fields from RunConfig - expected_fields = set(cls.__annotations__) - - # Find unexpected keys - unexpected_keys = [key for key in merged.keys() if key not in expected_fields] - for key in unexpected_keys: - print(f"Warning: Unexpected config key '{key}' will be ignored") - - filtered = {k: v for k, v in merged.items() if k in expected_fields} - return cls(**filtered) - - @classmethod - def from_session(cls, session: Session) -> "RunConfig": - ctx = TaskContext(session) - return cls.from_task_context(ctx) - - def prepare_datasets(session: Session) -> str: """ DAG task to prepare datasets for model training. @@ -165,7 +134,7 @@ def prepare_datasets(session: Session) -> str: str: JSON string containing serialized dataset information for downstream tasks """ ctx = TaskContext(session) - config = RunConfig.from_task_context(ctx) + config = run_config.RunConfig.from_task_context(ctx) ds, train_ds, test_ds = modeling.prepare_datasets( session, DATA_TABLE_NAME, config.dataset_name @@ -178,6 +147,67 @@ def prepare_datasets(session: Session) -> str: } return json.dumps(dataset_info) +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2, database= "SNOWBANK", schema= "DEV") +def train_model(dataset_info: Optional[str] = None) -> Optional[str]: + session = Session.builder.getOrCreate() + ctx = None + config = None + + if dataset_info: + dataset_info_dicts = json.loads(dataset_info) + try: + ctx = TaskContext(session) + config = run_config.RunConfig.from_task_context(ctx) + dataset_info_dicts = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) + except SnowparkSQLException: + print("there is no predecessor return value, fallback to local mode") + + datasets = { + key: DatasetInfo(**info_dict) for key, info_dict in dataset_info_dicts.items() + } + train_ds=load_dataset( + session, + datasets["train"].fully_qualified_name, + datasets["train"].version, + ) + model_obj = modeling.train_model(session, datasets["train"]) + version = f"v{uuid.uuid4().hex}" + mv = modeling.register_model(session, model_obj, config.model_name if config and config.model_name else "mortgage_model", version, train_ds, metrics={}) if config else modeling.register_model(session, model_obj, "mortgage_model", version, train_ds, metrics={}) + if ctx: + ctx.set_return_value(json.dumps({"model_name": mv.fully_qualified_model_name, "version_name": mv.version_name})) + return json.dumps({"model_name": mv.fully_qualified_model_name, "version_name": mv.version_name}) + +def evaluate_model(session: Session) -> Optional[str]: + ctx = TaskContext(session) + config = run_config.RunConfig.from_task_context(ctx) + serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) + dataset_info = { + key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items() + } + model_info = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL")) + model = ops.get_model(session, model_info["model_name"], model_info["version_name"]) + train_metrics = modeling.evaluate_model( + session, model, dataset_info["train"], prefix="train" + ) + test_metrics = modeling.evaluate_model( + session, model, dataset_info["test"], prefix="test" + ) + metrics = {**train_metrics, **test_metrics} + + # Save model to stage and return the metrics as a JSON string + model_pkl = cp.dumps(model) + model_path = os.path.join(config.artifact_dir, "model.pkl") + put_result = session.file.put_stream( + io.BytesIO(model_pkl), model_path, overwrite=True + ) + + result_dict = { + "model_path": os.path.join(config.artifact_dir, put_result.target), + "metrics": metrics, + } + return json.dumps(result_dict) + + def check_model_quality(session: Session) -> str: """ DAG task to check model quality and determine next action. @@ -193,9 +223,9 @@ def check_model_quality(session: Session) -> str: str: "promote_model" if model meets threshold, "send_alert" otherwise """ ctx = TaskContext(session) - config = RunConfig.from_task_context(ctx) + config = run_config.RunConfig.from_task_context(ctx) - metrics = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL"))["metrics"] + metrics = json.loads(ctx.get_predecessor_return_value("EVALUATE_MODEL"))["metrics"] threshold = config.metric_threshold if metrics[config.metric_name] >= threshold: @@ -219,7 +249,7 @@ def promote_model(session: Session) -> str: str: Tuple of (fully_qualified_model_name, version_name) as string """ ctx = TaskContext(session) - config = RunConfig.from_task_context(ctx) + config = run_config.RunConfig.from_task_context(ctx) train_result = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL")) model_path = train_result["model_path"] @@ -258,7 +288,7 @@ def cleanup(session: Session) -> None: session (Session): Snowflake session object """ ctx = TaskContext(session) - config = RunConfig.from_task_context(ctx) + config = run_config.RunConfig.from_task_context(ctx) session.sql(f"REMOVE {config.artifact_dir}").collect() modeling.clean_up(session, config.dataset_name, config.model_name) @@ -298,16 +328,9 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - ) as dag: # Need to wrap first function in a DAGTask to make >> operator work properly prepare_data = DAGTask("prepare_data", definition=prepare_datasets) - train_job_definition = MLJobDefinition.register( - source="./src", - entrypoint="train_model.py", - compute_pool=COMPUTE_POOL, - stage_name=JOB_STAGE, - session=session, - target_instances=2, # NOTE: remove to run on a single node - ) - train_model_task = DAGTask("TRAIN_MODEL", definition=train_job_definition) - evaluate_model = DAGTaskBranch( + train_model_task = DAGTask("TRAIN_MODEL", definition=train_model) + evaluate_model_task = DAGTask("EVALUATE_MODEL", definition=evaluate_model) + check_model_quality_task = DAGTaskBranch( "check_model_quality", definition=check_model_quality ) promote_model_task = DAGTask("promote_model", definition=promote_model) @@ -327,7 +350,7 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - cleanup_task = DAGTask("cleanup_task", definition=cleanup, is_finalizer=True) # Build the DAG - prepare_data >> train_model_task >> evaluate_model >> [promote_model_task, alert_task] + prepare_data >> train_model_task >> evaluate_model_task >> check_model_quality_task >> [promote_model_task, alert_task] return dag diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index e82a539b..45f7ab35 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -2,13 +2,14 @@ import json import logging from datetime import datetime -from snowflake.ml import jobs from snowflake.snowpark import Session -import cloudpickle as cp +import pipeline_dag +from constants import DATA_TABLE_NAME import modeling -from constants import COMPUTE_POOL, DATA_TABLE_NAME, JOB_STAGE - +import ops +import run_config +import cloudpickle as cp logging.getLogger().setLevel(logging.ERROR) @@ -51,22 +52,22 @@ def run_pipeline( print("Training model...") - job = jobs.submit_directory( - dir_path="./src", - entrypoint="train_model.py", - compute_pool=COMPUTE_POOL, - stage_name=JOB_STAGE, - session=session, - args=["--dataset-info", json.dumps(dataset_info)], - target_instances=2, + job = pipeline_dag.train_model(json.dumps(dataset_info)) + model_info = json.loads(job.result()) + model_obj = ops.get_model(session, model_info["model_name"], model_info["version_name"]) + print("Evaluating model...") + train_metrics = modeling.evaluate_model( + session, model_obj, train_ds.read.data_sources[0], prefix="train" + ) + test_metrics = modeling.evaluate_model( + session, model_obj, test_ds.read.data_sources[0], prefix="test" ) + metrics = {**train_metrics, **test_metrics} - job.wait() - model_obj = job.result()["model_obj"] - metrics = job.result()["metrics"] key_metric = "test_accuracy" threshold = 0.7 current_score = metrics[key_metric] + print(f"Current score: {current_score}. Threshold for promotion: {threshold}.") if no_register: print("Model registration disabled via --no-register flag.") @@ -130,6 +131,7 @@ def run_pipeline( session_builder = session_builder.config("connection_name", args.connection) session = session_builder.getOrCreate() modeling.ensure_environment(session) + cp.register_pickle_by_value(run_config) run_pipeline( session, diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py b/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py deleted file mode 100644 index e2b1e7c8..00000000 --- a/samples/ml/ml_jobs/e2e_task_graph/src/train_model.py +++ /dev/null @@ -1,69 +0,0 @@ -from snowflake.ml.data import DatasetInfo -from snowflake.core.task.context import TaskContext -from snowflake.snowpark import Session -import os -import json -import cloudpickle as cp -import io -import argparse - -from pipeline_dag import RunConfig -from modeling import evaluate_model, train_model - -session = Session.builder.getOrCreate() - - -if __name__ == "__main__": - index = int(os.environ.get("SNOWFLAKE_JOB_INDEX", 0)) - - # Only head node saves and returns results - if index != 0: - print(f"Worker node (index {index}) - exiting") - exit(0) - artifact_dir = None - try: - ctx = TaskContext(session) - config = RunConfig.from_task_context(ctx) - artifact_dir = config.artifact_dir - - # Load the datasets - serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) - - except Exception as e: - print(f"Error loading dataset info: {e}") - parser = argparse.ArgumentParser() - parser.add_argument("--dataset-info", type=str, required=True) - args = parser.parse_args() - serialized = json.loads(args.dataset_info) - - dataset_info = { - key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items() - } - model_obj = train_model(session, dataset_info["train"]) - - if not hasattr(model_obj, 'feature_weights'): - model_obj.feature_weights = None - train_metrics = evaluate_model( - session, model_obj, dataset_info["train"], prefix="train" - ) - test_metrics = evaluate_model( - session, model_obj, dataset_info["test"], prefix="test" - ) - metrics = {**train_metrics, **test_metrics} - if artifact_dir: - model_pkl = cp.dumps(model_obj) - model_path = os.path.join(config.artifact_dir, "model.pkl") - put_result = session.file.put_stream( - io.BytesIO(model_pkl), model_path, overwrite=True - ) - result_dict = { - "model_path": os.path.join(config.artifact_dir, put_result.target), - "metrics": metrics, - } - ctx.set_return_value(json.dumps(result_dict)) - else: - result_dict = { - "model_obj": model_obj, - "metrics": metrics, - } - __return__= result_dict \ No newline at end of file From 9fb74784fe6fa7559e3a55c6be9948a804bc9757 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Wed, 21 Jan 2026 17:05:00 -0800 Subject: [PATCH 13/24] update the sample --- .../e2e_task_graph/src/pipeline_dag.py | 1 - .../ml_jobs/e2e_task_graph/src/run_config.py | 53 +++++++++++++++++++ 2 files changed, 53 insertions(+), 1 deletion(-) create mode 100644 samples/ml/ml_jobs/e2e_task_graph/src/run_config.py diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index d8592bf6..b001aa83 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -31,7 +31,6 @@ cp.register_pickle_by_value(data) cp.register_pickle_by_value(ops) cp.register_pickle_by_value(run_config) -cp.register_pickle_by_value(sys.modules[__name__]) ARTIFACT_DIR = "run_artifacts" diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py b/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py new file mode 100644 index 00000000..adc01f83 --- /dev/null +++ b/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py @@ -0,0 +1,53 @@ +import os + +from dataclasses import dataclass +from datetime import datetime +from typing import Any + +from snowflake.core.task.context import TaskContext +from snowflake.snowpark import Session +from constants import DAG_STAGE + +ARTIFACT_DIR = "run_artifacts" + +@dataclass(frozen=True) +class RunConfig: + run_id: str + dataset_name: str + model_name: str + metric_name: str + metric_threshold: float + + @property + def artifact_dir(self) -> str: + return os.path.join(DAG_STAGE, ARTIFACT_DIR, self.run_id) # noqa: F821 + + @classmethod + def from_task_context(cls, ctx: TaskContext, **kwargs: Any) -> "RunConfig": + run_schedule = ctx.get_current_task_graph_original_schedule() + run_id = "v" + ( + run_schedule.strftime("%Y%m%d_%H%M%S") + if isinstance(run_schedule, datetime) + else str(run_schedule) + ) + run_config = dict(run_id=run_id) + + graph_config = ctx.get_task_graph_config() + merged = run_config | graph_config | kwargs + + # Get expected fields from RunConfig + expected_fields = set(cls.__annotations__) + + # Find unexpected keys + unexpected_keys = [key for key in merged.keys() if key not in expected_fields] + for key in unexpected_keys: + print(f"Warning: Unexpected config key '{key}' will be ignored") + + filtered = {k: v for k, v in merged.items() if k in expected_fields} + return cls(**filtered) + + @classmethod + def from_session(cls, session: Session) -> "RunConfig": + ctx = TaskContext(session) + return cls.from_task_context(ctx) + From 071eb1c98f4f516087c55f919fc18a58104e751e Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Wed, 21 Jan 2026 17:11:54 -0800 Subject: [PATCH 14/24] update the sample --- samples/ml/ml_jobs/e2e_task_graph/README.md | 15 +++++---------- .../ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py | 2 +- 2 files changed, 6 insertions(+), 11 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/README.md b/samples/ml/ml_jobs/e2e_task_graph/README.md index 1c0e55c1..6cb7e4f6 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/README.md +++ b/samples/ml/ml_jobs/e2e_task_graph/README.md @@ -189,18 +189,13 @@ This visual interface makes it easy to: ### Model Training on SPCS using ML Jobs -The Task Graph runs model training on SPCS via a Snowflake ML Job entrypoint (`src/train_model.py`), which calls `modeling.train_model(...)` and returns metrics and a serialized model path back to the DAG. +The `train_model` function uses the `@remote` decorator to run multi-node training on Snowpark Container Services: ```python -train_job_definition = MLJobDefinition.register( - source="./src", - entrypoint="train_model.py", - compute_pool=COMPUTE_POOL, - stage_name=JOB_STAGE, - session=session, - target_instances=2, -) -train_model_task = DAGTask("TRAIN_MODEL", definition=train_job_definition) + +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) +def train_model(input_data: DataSource) -> XGBClassifier: + # Training logic runs on distributed compute ``` ### Conditional Model Promotion diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index b001aa83..382d47ac 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -146,7 +146,7 @@ def prepare_datasets(session: Session) -> str: } return json.dumps(dataset_info) -@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2, database= "SNOWBANK", schema= "DEV") +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) def train_model(dataset_info: Optional[str] = None) -> Optional[str]: session = Session.builder.getOrCreate() ctx = None From f6ab75cc00ed6c723eda33b4c15a2173fea5921f Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Wed, 21 Jan 2026 17:12:25 -0800 Subject: [PATCH 15/24] update the sample --- samples/ml/ml_jobs/e2e_task_graph/README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/README.md b/samples/ml/ml_jobs/e2e_task_graph/README.md index 6cb7e4f6..42417802 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/README.md +++ b/samples/ml/ml_jobs/e2e_task_graph/README.md @@ -192,9 +192,8 @@ This visual interface makes it easy to: The `train_model` function uses the `@remote` decorator to run multi-node training on Snowpark Container Services: ```python - @remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) -def train_model(input_data: DataSource) -> XGBClassifier: +def train_model(input_data: DataSource) -> Optional[str]: # Training logic runs on distributed compute ``` From 16b0b425a2e818a0ce1d8e5ed73d8cdc3e503310 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Thu, 22 Jan 2026 03:05:37 -0800 Subject: [PATCH 16/24] update the samples --- samples/ml/ml_jobs/e2e_task_graph/README.md | 3 +- .../ml/ml_jobs/e2e_task_graph/src/modeling.py | 10 +++- samples/ml/ml_jobs/e2e_task_graph/src/ops.py | 2 +- .../e2e_task_graph/src/pipeline_dag.py | 59 ++++--------------- .../e2e_task_graph/src/pipeline_local.py | 19 ++---- .../ml_jobs/e2e_task_graph/src/run_config.py | 9 --- 6 files changed, 26 insertions(+), 76 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/README.md b/samples/ml/ml_jobs/e2e_task_graph/README.md index 42417802..4c46ed12 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/README.md +++ b/samples/ml/ml_jobs/e2e_task_graph/README.md @@ -120,7 +120,6 @@ Run the ML pipeline locally without task graph orchestration: ```bash python src/pipeline_local.py -python src/pipeline_local.py --no-register # Skip model registration for faster experimentation ``` You can monitor the corresponding ML Job for model training via the [Job UI in Snowsight](../README.md#job-ui-in-snowsight). @@ -213,6 +212,6 @@ def check_model_quality(session: Session) -> str: Successful models are automatically registered and promoted to production: ```python -mv = register_model(session, model, model_name, version, train_ds, metrics) +# get model version from train model promote_model(session, mv) # Sets as default version ``` diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index cecc5911..3489531c 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -191,8 +191,7 @@ def train_model(session: Session, input_data: Optional[DataSource] = None) -> XG estimator = XGBClassifier(**model_params) estimator.fit(X_train, y_train) - - # Convert distributed estimator to standard XGBClassifier if needed + return getattr(estimator, '_sklearn_estimator', estimator) @@ -228,7 +227,12 @@ def evaluate_model( X_test = input_data_df.drop(exclude_cols, axis=1) expected = input_data_df[label_col].squeeze() - actual = model.predict(X_test) + # inside evaluate_model + if isinstance(model, ModelVersion): + preds_df = model.run(X_test, function_name="predict") + actual = preds_df.iloc[:, -1] + else: + actual = model.predict(X_test) metric_types = [ f1_score, diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/ops.py b/samples/ml/ml_jobs/e2e_task_graph/src/ops.py index be4440a5..b8ec62f1 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/ops.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/ops.py @@ -169,4 +169,4 @@ def promote_model( def get_model(session: Session, model_name: str, version_name: str) -> ModelVersion: registry = get_model_registry(session) - return registry.get_model(model_name).get_version(version_name) \ No newline at end of file + return registry.get_model(model_name).version(version_name) \ No newline at end of file diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 382d47ac..56f1b24d 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -1,7 +1,4 @@ -import io import json -import os -import sys import time from dataclasses import asdict from datetime import timedelta @@ -32,7 +29,6 @@ cp.register_pickle_by_value(ops) cp.register_pickle_by_value(run_config) -ARTIFACT_DIR = "run_artifacts" session = Session.builder.getOrCreate() def _ensure_environment(session: Session): @@ -146,7 +142,7 @@ def prepare_datasets(session: Session) -> str: } return json.dumps(dataset_info) -@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=1, database= "SNOWBANK", schema= "DEV") def train_model(dataset_info: Optional[str] = None) -> Optional[str]: session = Session.builder.getOrCreate() ctx = None @@ -156,6 +152,7 @@ def train_model(dataset_info: Optional[str] = None) -> Optional[str]: dataset_info_dicts = json.loads(dataset_info) try: ctx = TaskContext(session) + print("ctx", ctx) config = run_config.RunConfig.from_task_context(ctx) dataset_info_dicts = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) except SnowparkSQLException: @@ -166,19 +163,21 @@ def train_model(dataset_info: Optional[str] = None) -> Optional[str]: } train_ds=load_dataset( session, - datasets["train"].fully_qualified_name, - datasets["train"].version, + datasets["full"].fully_qualified_name, + datasets["full"].version, ) model_obj = modeling.train_model(session, datasets["train"]) + train_metrics = modeling.evaluate_model( + session, model_obj, train_ds.read.data_sources[0], prefix="train" + ) version = f"v{uuid.uuid4().hex}" - mv = modeling.register_model(session, model_obj, config.model_name if config and config.model_name else "mortgage_model", version, train_ds, metrics={}) if config else modeling.register_model(session, model_obj, "mortgage_model", version, train_ds, metrics={}) - if ctx: + mv = modeling.register_model(session, model_obj, config.model_name if config and config.model_name else "mortgage_model", version, train_ds, metrics={}) if config else modeling.register_model(session, model_obj, "mortgage_model", version, train_ds, metrics=train_metrics) + if ctx and config: ctx.set_return_value(json.dumps({"model_name": mv.fully_qualified_model_name, "version_name": mv.version_name})) return json.dumps({"model_name": mv.fully_qualified_model_name, "version_name": mv.version_name}) def evaluate_model(session: Session) -> Optional[str]: ctx = TaskContext(session) - config = run_config.RunConfig.from_task_context(ctx) serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) dataset_info = { key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items() @@ -193,18 +192,7 @@ def evaluate_model(session: Session) -> Optional[str]: ) metrics = {**train_metrics, **test_metrics} - # Save model to stage and return the metrics as a JSON string - model_pkl = cp.dumps(model) - model_path = os.path.join(config.artifact_dir, "model.pkl") - put_result = session.file.put_stream( - io.BytesIO(model_pkl), model_path, overwrite=True - ) - - result_dict = { - "model_path": os.path.join(config.artifact_dir, put_result.target), - "metrics": metrics, - } - return json.dumps(result_dict) + return json.dumps(metrics) def check_model_quality(session: Session) -> str: @@ -224,7 +212,7 @@ def check_model_quality(session: Session) -> str: ctx = TaskContext(session) config = run_config.RunConfig.from_task_context(ctx) - metrics = json.loads(ctx.get_predecessor_return_value("EVALUATE_MODEL"))["metrics"] + metrics = json.loads(ctx.get_predecessor_return_value("EVALUATE_MODEL")) threshold = config.metric_threshold if metrics[config.metric_name] >= threshold: @@ -248,28 +236,8 @@ def promote_model(session: Session) -> str: str: Tuple of (fully_qualified_model_name, version_name) as string """ ctx = TaskContext(session) - config = run_config.RunConfig.from_task_context(ctx) - - train_result = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL")) - model_path = train_result["model_path"] - with session.file.get_stream(model_path, decompress=True) as stream: - model = cp.loads(stream.read()) - - serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) - source_data = {key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items()} - mv = modeling.register_model( - session, - model, - model_name=config.model_name, - version_name=config.run_id, - train_ds=load_dataset( - session, - source_data["full"].fully_qualified_name, - source_data["full"].version, - ), - metrics=train_result["metrics"], - ) - + model_info = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL")) + mv = ops.get_model(session, model_info["model_name"], model_info["version_name"]) modeling.promote_model(session, mv) return (mv.fully_qualified_model_name, mv.version_name) @@ -289,7 +257,6 @@ def cleanup(session: Session) -> None: ctx = TaskContext(session) config = run_config.RunConfig.from_task_context(ctx) - session.sql(f"REMOVE {config.artifact_dir}").collect() modeling.clean_up(session, config.dataset_name, config.model_name) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index 45f7ab35..5ea096fb 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -1,7 +1,6 @@ from dataclasses import asdict import json import logging -from datetime import datetime from snowflake.snowpark import Session import pipeline_dag @@ -20,7 +19,6 @@ def run_pipeline( model_name: str, *, force_refresh: bool = False, - no_register: bool = False, ): """ Run the complete machine learning pipeline from data preparation to model deployment. @@ -69,13 +67,10 @@ def run_pipeline( current_score = metrics[key_metric] print(f"Current score: {current_score}. Threshold for promotion: {threshold}.") - if no_register: - print("Model registration disabled via --no-register flag.") - elif current_score > threshold: - # If model is good, register and promote model - version = datetime.now().strftime("v%Y%m%d_%H%M%S") - mv = modeling.register_model(session, model_obj, model_name, version, ds, metrics) - modeling.promote_model(session, mv) + if current_score > threshold: + # The model is already registered + ops.update_metrics(session, model_obj, metrics) + modeling.promote_model(session, model_obj) modeling.clean_up(session, dataset_name, model_name, expiry_days=1) @@ -113,11 +108,6 @@ def run_pipeline( action="store_true", help="Force recreation of datasets and models, deleting any existing versions. Use this to start fresh or update with new data.", ) - parser.add_argument( - "--no-register", - action="store_true", - help="Skip model registration and promotion even if the model meets quality thresholds. Useful for testing or experimental runs.", - ) parser.add_argument( "-c", "--connection", @@ -139,5 +129,4 @@ def run_pipeline( dataset_name=args.dataset_name or args.source_table, model_name=args.model_name or args.source_table, force_refresh=args.force_refresh, - no_register=args.no_register, ) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py b/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py index adc01f83..153792ba 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py @@ -1,14 +1,9 @@ -import os - from dataclasses import dataclass from datetime import datetime from typing import Any from snowflake.core.task.context import TaskContext from snowflake.snowpark import Session -from constants import DAG_STAGE - -ARTIFACT_DIR = "run_artifacts" @dataclass(frozen=True) class RunConfig: @@ -18,10 +13,6 @@ class RunConfig: metric_name: str metric_threshold: float - @property - def artifact_dir(self) -> str: - return os.path.join(DAG_STAGE, ARTIFACT_DIR, self.run_id) # noqa: F821 - @classmethod def from_task_context(cls, ctx: TaskContext, **kwargs: Any) -> "RunConfig": run_schedule = ctx.get_current_task_graph_original_schedule() From 9fe2b7a382126eb6b00484e4faeaa41d03f01d95 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Thu, 22 Jan 2026 03:33:01 -0800 Subject: [PATCH 17/24] update the samples --- samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py | 2 +- samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py | 3 --- 2 files changed, 1 insertion(+), 4 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 56f1b24d..3d1773b1 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -142,7 +142,7 @@ def prepare_datasets(session: Session) -> str: } return json.dumps(dataset_info) -@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=1, database= "SNOWBANK", schema= "DEV") +@remote(COMPUTE_POOL, stage_name=JOB_STAGE) def train_model(dataset_info: Optional[str] = None) -> Optional[str]: session = Session.builder.getOrCreate() ctx = None diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index 5ea096fb..1163518b 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -7,8 +7,6 @@ from constants import DATA_TABLE_NAME import modeling import ops -import run_config -import cloudpickle as cp logging.getLogger().setLevel(logging.ERROR) @@ -121,7 +119,6 @@ def run_pipeline( session_builder = session_builder.config("connection_name", args.connection) session = session_builder.getOrCreate() modeling.ensure_environment(session) - cp.register_pickle_by_value(run_config) run_pipeline( session, From 6b7c3732f4b38e22477ba245ceaec70fa30bdb29 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Wed, 28 Jan 2026 02:24:08 -0800 Subject: [PATCH 18/24] add more information for ML Job Definition --- samples/ml/ml_jobs/README.md | 56 +++++++++++++++++++ samples/ml/ml_jobs/e2e_task_graph/README.md | 16 +++++- .../e2e_task_graph/src/pipeline_dag.py | 29 +++++++++- 3 files changed, 96 insertions(+), 5 deletions(-) diff --git a/samples/ml/ml_jobs/README.md b/samples/ml/ml_jobs/README.md index aebc81ec..9f586207 100644 --- a/samples/ml/ml_jobs/README.md +++ b/samples/ml/ml_jobs/README.md @@ -139,6 +139,62 @@ job4 = submit_from_stage( `job1`, `job2` and `job3` are job handles, see [Function Dispatch](#function-dispatch) for usage examples. +### Job definition + +A job definition captures the reusable parts of an ML Job—payload location, compute pool, and other configuration—while keeping +arguments separate. This lets you create multiple jobs from the same payload with different arguments, without re-uploading the +payload. Defining a job is very similar to creating a job. + +```python +from snowflake.ml.jobs import remote + +compute_pool = "MY_COMPUTE_POOL" +@remote(compute_pool, stage_name="payload_stage") +def hello_world(name: str = "world"): + from datetime import datetime + + print(f"{datetime.now()} Hello {name}!") + +# this is a definition handle +definition = hello_world + +job1 = hello_world() + +job2 = hello_world(name="ML Job Definition") +``` + +```python +from snowflake.ml.jobs import MLJobDefinition + +job_definition = MLJobDefinition.register( + "/path/to/repo/my_script.py", + # If you register a source directory, provide the entrypoint file: + # entrypoint="/path/to/repo/my_script.py", + compute_pool=self.compute_pool, + stage_name="payload_stage", + session=self.session, +) +# Arguments follow the same format used in file dispatch +job1 = job_definition("arg1", "--arg2_key", "arg2_value") + +job2 = job_definition("arg3", "--arg4_key", "arg4_value") + +``` + +### Task Integration + +ML Job definitions integrate directly with the Task SDK. Use a definition as the task definition when creating a DAG task. +For a detailed example, see `e2e_task_graph/README.md`. + +```python +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) +def train_model(input_data: DataSource) -> Optional[str]: + ... + +train_model_task = DAGTask("TRAIN_MODEL", definition=train_model) +``` + + ### Supporting Additional Payloads in Submissions When submitting a file, directory, or from a stage, additional payloads are supported for use during job execution. diff --git a/samples/ml/ml_jobs/e2e_task_graph/README.md b/samples/ml/ml_jobs/e2e_task_graph/README.md index 4c46ed12..f3d9b70e 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/README.md +++ b/samples/ml/ml_jobs/e2e_task_graph/README.md @@ -186,16 +186,26 @@ This visual interface makes it easy to: - **Branching Logic**: Using `DAGTaskBranch` for conditional execution paths - **Finalizer Tasks**: Ensuring cleanup always runs regardless of success/failure -### Model Training on SPCS using ML Jobs - -The `train_model` function uses the `@remote` decorator to run multi-node training on Snowpark Container Services: +### Model Training on SPCS Using ML Jobs +The `train_model` function is decorated with `@remote` to execute multi-node training on Snowpark Container Services (SPCS): ```python @remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) def train_model(input_data: DataSource) -> Optional[str]: # Training logic runs on distributed compute ``` +The Task SDK lets you use that ML Job definition directly when creating a DAG task. For additional ML Job definition examples, see `../README.md`. + +```python +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) +def train_model(input_data: DataSource) -> Optional[str]: + ... + +train_model_task = DAGTask("TRAIN_MODEL", definition=train_model) + +``` + ### Conditional Model Promotion The task graph includes branching logic that only promotes models meeting quality thresholds: diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 3d1773b1..9de60b2c 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -142,8 +142,22 @@ def prepare_datasets(session: Session) -> str: } return json.dumps(dataset_info) -@remote(COMPUTE_POOL, stage_name=JOB_STAGE) +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, database=DB_NAME, schema=SCHEMA_NAME) def train_model(dataset_info: Optional[str] = None) -> Optional[str]: + ''' + ML Job to train a model on the training dataset and register it in the model registry. + + This function trains an XGBoost classifier on the provided training data and registers it in the model registry. + This function is executed remotely on Snowpark Container Services. + + Args: + dataset_info (Optional[str]): JSON string containing serialized dataset information for training. If this function is called in a DAG task, + this argument is passed from the previous DAG task, otherwise it is passed manually. + + Returns: + Optional[str]: JSON string containing serialized model information for registration. If this function is called in a DAG task, + this return value is passed to the next DAG task, otherwise it is as ML Job result. + ''' session = Session.builder.getOrCreate() ctx = None config = None @@ -152,7 +166,6 @@ def train_model(dataset_info: Optional[str] = None) -> Optional[str]: dataset_info_dicts = json.loads(dataset_info) try: ctx = TaskContext(session) - print("ctx", ctx) config = run_config.RunConfig.from_task_context(ctx) dataset_info_dicts = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) except SnowparkSQLException: @@ -177,6 +190,18 @@ def train_model(dataset_info: Optional[str] = None) -> Optional[str]: return json.dumps({"model_name": mv.fully_qualified_model_name, "version_name": mv.version_name}) def evaluate_model(session: Session) -> Optional[str]: + ''' + Evaluate a model on the training and test datasets. + + This function evaluates a trained model on the training and test datasets and returns the performance metrics. + + Args: + session (Session): Snowflake session object + + Returns: + Optional[str]: JSON string containing serialized performance metrics for the model. If this function is called in a DAG task, + this return value is passed to the next DAG task. + ''' ctx = TaskContext(session) serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) dataset_info = { From cf1e70f8e634c7e52b9f957f379c3f0cf348dc7b Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Tue, 3 Feb 2026 14:19:07 -0800 Subject: [PATCH 19/24] remove session creation at module level --- samples/ml/ml_jobs/e2e_task_graph/src/modeling.py | 2 ++ .../ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py | 12 +++--------- .../ml/ml_jobs/e2e_task_graph/src/pipeline_local.py | 2 +- 3 files changed, 6 insertions(+), 10 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 3489531c..feebb851 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -6,6 +6,7 @@ import cloudpickle as cp import data import ops +import run_config from constants import ( DAG_STAGE, DB_NAME, @@ -79,6 +80,7 @@ def ensure_environment(session: Session): # Register local modules for inclusion in ML Job payloads cp.register_pickle_by_value(ops) cp.register_pickle_by_value(data) + cp.register_pickle_by_value(run_config) def prepare_datasets( diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index 9de60b2c..cb9dedc9 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -23,15 +23,8 @@ from constants import (COMPUTE_POOL, DAG_STAGE, DATA_TABLE_NAME, DB_NAME, JOB_STAGE, SCHEMA_NAME, WAREHOUSE) -# Ensure local modules are bundled for remote job execution. -cp.register_pickle_by_value(modeling) -cp.register_pickle_by_value(data) -cp.register_pickle_by_value(ops) -cp.register_pickle_by_value(run_config) - - session = Session.builder.getOrCreate() -def _ensure_environment(session: Session): +def ensure_environment(session: Session): """ Ensure the environment is properly set up for DAG execution. @@ -43,6 +36,7 @@ def _ensure_environment(session: Session): session (Session): Snowflake session object """ modeling.ensure_environment(session) + cp.register_pickle_by_value(modeling) # Ensure the raw data table exists _ = data.get_raw_data(session, DATA_TABLE_NAME, create_if_not_exists=True) @@ -377,7 +371,7 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - if args.connection: session_builder = session_builder.config("connection_name", args.connection) session = session_builder.getOrCreate() - _ensure_environment(session) + ensure_environment(session) api_root = Root(session) db = api_root.databases[DB_NAME] diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index 1163518b..4f586c73 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -118,7 +118,7 @@ def run_pipeline( if args.connection: session_builder = session_builder.config("connection_name", args.connection) session = session_builder.getOrCreate() - modeling.ensure_environment(session) + pipeline_dag.ensure_environment(session) run_pipeline( session, From 1b5f9b1e91915b1fcf2bb05f5438239ea5f7994c Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Wed, 4 Feb 2026 01:00:52 -0800 Subject: [PATCH 20/24] resolve the comments --- .../ml/ml_jobs/e2e_task_graph/src/modeling.py | 2 - .../e2e_task_graph/src/pipeline_dag.py | 54 ++++++++++++++++--- .../e2e_task_graph/src/pipeline_local.py | 4 +- .../ml_jobs/e2e_task_graph/src/run_config.py | 44 --------------- 4 files changed, 49 insertions(+), 55 deletions(-) delete mode 100644 samples/ml/ml_jobs/e2e_task_graph/src/run_config.py diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index feebb851..3489531c 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -6,7 +6,6 @@ import cloudpickle as cp import data import ops -import run_config from constants import ( DAG_STAGE, DB_NAME, @@ -80,7 +79,6 @@ def ensure_environment(session: Session): # Register local modules for inclusion in ML Job payloads cp.register_pickle_by_value(ops) cp.register_pickle_by_value(data) - cp.register_pickle_by_value(run_config) def prepare_datasets( diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index cb9dedc9..e06c803e 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -17,14 +17,15 @@ import modeling import data import ops -import run_config +from dataclasses import dataclass +from datetime import datetime import cli_utils from constants import (COMPUTE_POOL, DAG_STAGE, DATA_TABLE_NAME, DB_NAME, JOB_STAGE, SCHEMA_NAME, WAREHOUSE) -session = Session.builder.getOrCreate() -def ensure_environment(session: Session): + +def _ensure_environment(session: Session): """ Ensure the environment is properly set up for DAG execution. @@ -108,6 +109,43 @@ def _wait_for_run_to_complete(session: Session, dag: DAG) -> str: return dag_result +@dataclass(frozen=True) +class RunConfig: + run_id: str + dataset_name: str + model_name: str + metric_name: str + metric_threshold: float + + @classmethod + def from_task_context(cls, ctx: TaskContext, **kwargs: Any) -> "RunConfig": + run_schedule = ctx.get_current_task_graph_original_schedule() + run_id = "v" + ( + run_schedule.strftime("%Y%m%d_%H%M%S") + if isinstance(run_schedule, datetime) + else str(run_schedule) + ) + run_config = dict(run_id=run_id) + + graph_config = ctx.get_task_graph_config() + merged = run_config | graph_config | kwargs + + # Get expected fields from RunConfig + expected_fields = set(cls.__annotations__) + + # Find unexpected keys + unexpected_keys = [key for key in merged.keys() if key not in expected_fields] + for key in unexpected_keys: + print(f"Warning: Unexpected config key '{key}' will be ignored") + + filtered = {k: v for k, v in merged.items() if k in expected_fields} + return cls(**filtered) + + @classmethod + def from_session(cls, session: Session) -> "RunConfig": + ctx = TaskContext(session) + return cls.from_task_context(ctx) + def prepare_datasets(session: Session) -> str: """ DAG task to prepare datasets for model training. @@ -123,7 +161,7 @@ def prepare_datasets(session: Session) -> str: str: JSON string containing serialized dataset information for downstream tasks """ ctx = TaskContext(session) - config = run_config.RunConfig.from_task_context(ctx) + config = RunConfig.from_task_context(ctx) ds, train_ds, test_ds = modeling.prepare_datasets( session, DATA_TABLE_NAME, config.dataset_name @@ -160,7 +198,7 @@ def train_model(dataset_info: Optional[str] = None) -> Optional[str]: dataset_info_dicts = json.loads(dataset_info) try: ctx = TaskContext(session) - config = run_config.RunConfig.from_task_context(ctx) + config = RunConfig.from_task_context(ctx) dataset_info_dicts = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) except SnowparkSQLException: print("there is no predecessor return value, fallback to local mode") @@ -229,7 +267,7 @@ def check_model_quality(session: Session) -> str: str: "promote_model" if model meets threshold, "send_alert" otherwise """ ctx = TaskContext(session) - config = run_config.RunConfig.from_task_context(ctx) + config = RunConfig.from_task_context(ctx) metrics = json.loads(ctx.get_predecessor_return_value("EVALUATE_MODEL")) @@ -274,7 +312,7 @@ def cleanup(session: Session) -> None: session (Session): Snowflake session object """ ctx = TaskContext(session) - config = run_config.RunConfig.from_task_context(ctx) + config = RunConfig.from_task_context(ctx) modeling.clean_up(session, config.dataset_name, config.model_name) @@ -371,7 +409,7 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - if args.connection: session_builder = session_builder.config("connection_name", args.connection) session = session_builder.getOrCreate() - ensure_environment(session) + _ensure_environment(session) api_root = Root(session) db = api_root.databases[DB_NAME] diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index 4f586c73..b348fd38 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -5,6 +5,7 @@ import pipeline_dag from constants import DATA_TABLE_NAME +import cloudpickle as cp import modeling import ops logging.getLogger().setLevel(logging.ERROR) @@ -118,7 +119,8 @@ def run_pipeline( if args.connection: session_builder = session_builder.config("connection_name", args.connection) session = session_builder.getOrCreate() - pipeline_dag.ensure_environment(session) + pipeline_dag._ensure_environment(session) + cp.register_pickle_by_value(pipeline_dag) run_pipeline( session, diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py b/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py deleted file mode 100644 index 153792ba..00000000 --- a/samples/ml/ml_jobs/e2e_task_graph/src/run_config.py +++ /dev/null @@ -1,44 +0,0 @@ -from dataclasses import dataclass -from datetime import datetime -from typing import Any - -from snowflake.core.task.context import TaskContext -from snowflake.snowpark import Session - -@dataclass(frozen=True) -class RunConfig: - run_id: str - dataset_name: str - model_name: str - metric_name: str - metric_threshold: float - - @classmethod - def from_task_context(cls, ctx: TaskContext, **kwargs: Any) -> "RunConfig": - run_schedule = ctx.get_current_task_graph_original_schedule() - run_id = "v" + ( - run_schedule.strftime("%Y%m%d_%H%M%S") - if isinstance(run_schedule, datetime) - else str(run_schedule) - ) - run_config = dict(run_id=run_id) - - graph_config = ctx.get_task_graph_config() - merged = run_config | graph_config | kwargs - - # Get expected fields from RunConfig - expected_fields = set(cls.__annotations__) - - # Find unexpected keys - unexpected_keys = [key for key in merged.keys() if key not in expected_fields] - for key in unexpected_keys: - print(f"Warning: Unexpected config key '{key}' will be ignored") - - filtered = {k: v for k, v in merged.items() if k in expected_fields} - return cls(**filtered) - - @classmethod - def from_session(cls, session: Session) -> "RunConfig": - ctx = TaskContext(session) - return cls.from_task_context(ctx) - From d6a9bd0cf64f12d5a49cb1583a68ee189f5d818d Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Wed, 4 Feb 2026 17:21:07 -0800 Subject: [PATCH 21/24] update the image --- .../images/task-graph-overview.png | Bin 222198 -> 482598 bytes 1 file changed, 0 insertions(+), 0 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.../ml/ml_jobs/e2e_task_graph/src/modeling.py | 35 ++--- .../e2e_task_graph/src/pipeline_dag.py | 122 ++++++++---------- .../e2e_task_graph/src/pipeline_local.py | 51 ++++---- 4 files changed, 104 insertions(+), 119 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/README.md b/samples/ml/ml_jobs/e2e_task_graph/README.md index f3d9b70e..1275a152 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/README.md +++ b/samples/ml/ml_jobs/e2e_task_graph/README.md @@ -191,20 +191,11 @@ This visual interface makes it easy to: The `train_model` function is decorated with `@remote` to execute multi-node training on Snowpark Container Services (SPCS): ```python @remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) -def train_model(input_data: DataSource) -> Optional[str]: +def train_model() -> None: # Training logic runs on distributed compute ``` -The Task SDK lets you use that ML Job definition directly when creating a DAG task. For additional ML Job definition examples, see `../README.md`. - -```python -@remote(COMPUTE_POOL, stage_name=JOB_STAGE, target_instances=2) -def train_model(input_data: DataSource) -> Optional[str]: - ... - -train_model_task = DAGTask("TRAIN_MODEL", definition=train_model) - -``` +When running as a DAG task, the dataset information is retrieved from the previous task (PREPARE_DATA) via `TaskContext`. The model is trained and evaluated, and the results (model path and metrics) are saved and passed to the next task. The Task SDK lets you use that ML Job definition directly when creating a DAG task. For additional ML Job definition examples, see `../README.md`. ### Conditional Model Promotion @@ -222,6 +213,6 @@ def check_model_quality(session: Session) -> str: Successful models are automatically registered and promoted to production: ```python -# get model version from train model +mv = register_model(session, model, model_name, version, train_ds, metrics) promote_model(session, mv) # Sets as default version ``` diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index 3489531c..c72e0ae0 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -4,6 +4,7 @@ from typing import Optional import cloudpickle as cp +from xgboost import Booster, DMatrix import data import ops from constants import ( @@ -157,19 +158,16 @@ def train_model(session: Session, input_data: Optional[DataSource] = None) -> XG Returns: XGBClassifier: Trained XGBoost classifier model """ - input_data_df = DataConnector.from_sources(session, [input_data]).to_pandas() + from snowflake.ml.data import DataConnector, DatasetInfo + input_data_dc = DataConnector.from_sources(session, [input_data]) - assert isinstance(input_data, DatasetInfo), "Input data must be a DatasetInfo" exclude_cols = input_data.exclude_cols label_col = exclude_cols[0] - X_train = input_data_df.drop(exclude_cols, axis=1) - y_train = input_data_df[label_col].squeeze() - model_params = dict( - max_depth=50, n_estimators=3, + max_depth=50, learning_rate=0.75, objective="binary:logistic", booster="gbtree", @@ -182,17 +180,22 @@ def train_model(session: Session, input_data: Optional[DataSource] = None) -> XG XGBEstimator, XGBScalingConfig, ) + all_cols = input_data_dc.to_pandas(limit=1).columns.tolist() + input_cols = [c for c in all_cols if c not in exclude_cols] estimator = XGBEstimator( params=model_params, scaling_config=XGBScalingConfig(), ) + type(estimator) + model = estimator.fit(input_data_dc,input_cols= input_cols, label_col=label_col) + return model else: - # Single node training - can use standard XGBClassifier - estimator = XGBClassifier(**model_params) - - estimator.fit(X_train, y_train) - - return getattr(estimator, '_sklearn_estimator', estimator) + df = input_data_dc.to_pandas() + X_train = df.drop(exclude_cols, axis=1) + y_train = df[label_col].squeeze() + estimator = XGBClassifier(**model_params) + model = estimator.fit(X_train, y_train) + return model def evaluate_model( @@ -200,7 +203,7 @@ def evaluate_model( model: XGBClassifier, input_data: DataSource, *, - prefix: str = None, + prefix: Optional[str] = None, ) -> dict: """ Evaluate a model on the training and test datasets. @@ -228,9 +231,9 @@ def evaluate_model( X_test = input_data_df.drop(exclude_cols, axis=1) expected = input_data_df[label_col].squeeze() # inside evaluate_model - if isinstance(model, ModelVersion): - preds_df = model.run(X_test, function_name="predict") - actual = preds_df.iloc[:, -1] + if isinstance(model, Booster): + dmatrix = DMatrix(X_test) + actual = (model.predict(dmatrix) > 0.5).astype(int) else: actual = model.predict(X_test) diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index e06c803e..f13b111f 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -1,9 +1,10 @@ +import io import json +import os import time from dataclasses import asdict from datetime import timedelta from typing import Any, Optional -import uuid import cloudpickle as cp from snowflake.core import CreateMode, Root @@ -11,7 +12,6 @@ from snowflake.core.task.dagv1 import DAG, DAGOperation, DAGTask, DAGTaskBranch from snowflake.ml.data import DatasetInfo from snowflake.ml.dataset import load_dataset -from snowflake.snowpark.exceptions import SnowparkSQLException from snowflake.snowpark import Session from snowflake.ml.jobs import remote import modeling @@ -24,7 +24,7 @@ from constants import (COMPUTE_POOL, DAG_STAGE, DATA_TABLE_NAME, DB_NAME, JOB_STAGE, SCHEMA_NAME, WAREHOUSE) - +ARTIFACT_DIR = "run_artifacts" def _ensure_environment(session: Session): """ Ensure the environment is properly set up for DAG execution. @@ -117,6 +117,11 @@ class RunConfig: metric_name: str metric_threshold: float + + @property + def artifact_dir(self) -> str: + return os.path.join(DAG_STAGE, ARTIFACT_DIR, self.run_id) + @classmethod def from_task_context(cls, ctx: TaskContext, **kwargs: Any) -> "RunConfig": run_schedule = ctx.get_current_task_graph_original_schedule() @@ -174,83 +179,43 @@ def prepare_datasets(session: Session) -> str: } return json.dumps(dataset_info) -@remote(COMPUTE_POOL, stage_name=JOB_STAGE, database=DB_NAME, schema=SCHEMA_NAME) -def train_model(dataset_info: Optional[str] = None) -> Optional[str]: +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, database=DB_NAME, schema=SCHEMA_NAME, target_instances=2) +def train_model() -> None: ''' - ML Job to train a model on the training dataset and register it in the model registry. - - This function trains an XGBoost classifier on the provided training data and registers it in the model registry. - This function is executed remotely on Snowpark Container Services. - - Args: - dataset_info (Optional[str]): JSON string containing serialized dataset information for training. If this function is called in a DAG task, - this argument is passed from the previous DAG task, otherwise it is passed manually. + ML Job to train a model on the training dataset and evaluate it. The model is saved to the stage and the metrics are returned. - Returns: - Optional[str]: JSON string containing serialized model information for registration. If this function is called in a DAG task, - this return value is passed to the next DAG task, otherwise it is as ML Job result. ''' session = Session.builder.getOrCreate() - ctx = None - config = None - - if dataset_info: - dataset_info_dicts = json.loads(dataset_info) - try: - ctx = TaskContext(session) - config = RunConfig.from_task_context(ctx) - dataset_info_dicts = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) - except SnowparkSQLException: - print("there is no predecessor return value, fallback to local mode") - - datasets = { - key: DatasetInfo(**info_dict) for key, info_dict in dataset_info_dicts.items() - } - train_ds=load_dataset( - session, - datasets["full"].fully_qualified_name, - datasets["full"].version, - ) - model_obj = modeling.train_model(session, datasets["train"]) - train_metrics = modeling.evaluate_model( - session, model_obj, train_ds.read.data_sources[0], prefix="train" - ) - version = f"v{uuid.uuid4().hex}" - mv = modeling.register_model(session, model_obj, config.model_name if config and config.model_name else "mortgage_model", version, train_ds, metrics={}) if config else modeling.register_model(session, model_obj, "mortgage_model", version, train_ds, metrics=train_metrics) - if ctx and config: - ctx.set_return_value(json.dumps({"model_name": mv.fully_qualified_model_name, "version_name": mv.version_name})) - return json.dumps({"model_name": mv.fully_qualified_model_name, "version_name": mv.version_name}) - -def evaluate_model(session: Session) -> Optional[str]: - ''' - Evaluate a model on the training and test datasets. - - This function evaluates a trained model on the training and test datasets and returns the performance metrics. - Args: - session (Session): Snowflake session object - - Returns: - Optional[str]: JSON string containing serialized performance metrics for the model. If this function is called in a DAG task, - this return value is passed to the next DAG task. - ''' ctx = TaskContext(session) + config = RunConfig.from_task_context(ctx) serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) - dataset_info = { + datasets = { key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items() } - model_info = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL")) - model = ops.get_model(session, model_info["model_name"], model_info["version_name"]) + + model = modeling.train_model(session, datasets["train"]) train_metrics = modeling.evaluate_model( - session, model, dataset_info["train"], prefix="train" + session, model, datasets["train"], prefix="train" ) test_metrics = modeling.evaluate_model( - session, model, dataset_info["test"], prefix="test" + session, model, datasets["test"], prefix="test" ) metrics = {**train_metrics, **test_metrics} - return json.dumps(metrics) + # Save model to stage and return the metrics as a JSON string + model_pkl = cp.dumps(model) + model_path = os.path.join(config.artifact_dir, "model.pkl") + put_result = session.file.put_stream( + io.BytesIO(model_pkl), model_path, overwrite=True + ) + result_dict = { + "model_path": os.path.join(config.artifact_dir, put_result.target), + "metrics": metrics, + } + ctx.set_return_value(json.dumps(result_dict)) + def check_model_quality(session: Session) -> str: """ @@ -269,7 +234,7 @@ def check_model_quality(session: Session) -> str: ctx = TaskContext(session) config = RunConfig.from_task_context(ctx) - metrics = json.loads(ctx.get_predecessor_return_value("EVALUATE_MODEL")) + metrics = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL"))["metrics"] threshold = config.metric_threshold if metrics[config.metric_name] >= threshold: @@ -293,8 +258,28 @@ def promote_model(session: Session) -> str: str: Tuple of (fully_qualified_model_name, version_name) as string """ ctx = TaskContext(session) - model_info = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL")) - mv = ops.get_model(session, model_info["model_name"], model_info["version_name"]) + config = RunConfig.from_task_context(ctx) + + train_result = json.loads(ctx.get_predecessor_return_value("TRAIN_MODEL")) + model_path = train_result["model_path"] + with session.file.get_stream(model_path, decompress=True) as stream: + model = cp.loads(stream.read()) + + serialized = json.loads(ctx.get_predecessor_return_value("PREPARE_DATA")) + source_data = {key: DatasetInfo(**obj_dict) for key, obj_dict in serialized.items()} + mv = modeling.register_model( + session, + model, + model_name=config.model_name, + version_name=config.run_id, + train_ds=load_dataset( + session, + source_data["full"].fully_qualified_name, + source_data["full"].version, + ), + metrics=train_result["metrics"], + ) + modeling.promote_model(session, mv) return (mv.fully_qualified_model_name, mv.version_name) @@ -352,7 +337,6 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - # Need to wrap first function in a DAGTask to make >> operator work properly prepare_data = DAGTask("prepare_data", definition=prepare_datasets) train_model_task = DAGTask("TRAIN_MODEL", definition=train_model) - evaluate_model_task = DAGTask("EVALUATE_MODEL", definition=evaluate_model) check_model_quality_task = DAGTaskBranch( "check_model_quality", definition=check_model_quality ) @@ -373,7 +357,7 @@ def create_dag(name: str, schedule: Optional[timedelta] = None, **config: Any) - cleanup_task = DAGTask("cleanup_task", definition=cleanup, is_finalizer=True) # Build the DAG - prepare_data >> train_model_task >> evaluate_model_task >> check_model_quality_task >> [promote_model_task, alert_task] + prepare_data >> train_model_task >> check_model_quality_task >> [promote_model_task, alert_task] return dag diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py index b348fd38..b4f80fc0 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_local.py @@ -1,15 +1,19 @@ -from dataclasses import asdict -import json import logging +from datetime import datetime +from typing import Any +from snowflake.ml.data import DataSource +from snowflake.ml.jobs import remote from snowflake.snowpark import Session - -import pipeline_dag -from constants import DATA_TABLE_NAME import cloudpickle as cp import modeling -import ops +from constants import COMPUTE_POOL, DATA_TABLE_NAME, DB_NAME, JOB_STAGE, SCHEMA_NAME + logging.getLogger().setLevel(logging.ERROR) +@remote(COMPUTE_POOL, stage_name=JOB_STAGE, database=DB_NAME, schema=SCHEMA_NAME, target_instances=2) +def train_model(input_data: DataSource) -> Any: + session = Session.builder.getOrCreate() + return modeling.train_model(session, input_data) def run_pipeline( session: Session, @@ -18,6 +22,7 @@ def run_pipeline( model_name: str, *, force_refresh: bool = False, + no_register: bool = False, ): """ Run the complete machine learning pipeline from data preparation to model deployment. @@ -41,17 +46,10 @@ def run_pipeline( create_assets=False, force_refresh=force_refresh, ) - dataset_info = { - "full": asdict(ds.read.data_sources[0]), - "train": asdict(train_ds.read.data_sources[0]), - "test": asdict(test_ds.read.data_sources[0]), - } + print("Training model...") + model_obj = train_model(train_ds.read.data_sources[0]).result() - - job = pipeline_dag.train_model(json.dumps(dataset_info)) - model_info = json.loads(job.result()) - model_obj = ops.get_model(session, model_info["model_name"], model_info["version_name"]) print("Evaluating model...") train_metrics = modeling.evaluate_model( session, model_obj, train_ds.read.data_sources[0], prefix="train" @@ -66,10 +64,13 @@ def run_pipeline( current_score = metrics[key_metric] print(f"Current score: {current_score}. Threshold for promotion: {threshold}.") - if current_score > threshold: - # The model is already registered - ops.update_metrics(session, model_obj, metrics) - modeling.promote_model(session, model_obj) + if no_register: + print("Model registration disabled via --no-register flag.") + elif current_score > threshold: + # If model is good, register and promote model + version = datetime.now().strftime("v%Y%m%d_%H%M%S") + mv = modeling.register_model(session, model_obj, model_name, version, ds, metrics) + modeling.promote_model(session, mv) modeling.clean_up(session, dataset_name, model_name, expiry_days=1) @@ -107,6 +108,11 @@ def run_pipeline( action="store_true", help="Force recreation of datasets and models, deleting any existing versions. Use this to start fresh or update with new data.", ) + parser.add_argument( + "--no-register", + action="store_true", + help="Skip model registration and promotion even if the model meets quality thresholds. Useful for testing or experimental runs.", + ) parser.add_argument( "-c", "--connection", @@ -119,8 +125,8 @@ def run_pipeline( if args.connection: session_builder = session_builder.config("connection_name", args.connection) session = session_builder.getOrCreate() - pipeline_dag._ensure_environment(session) - cp.register_pickle_by_value(pipeline_dag) + modeling.ensure_environment(session) + cp.register_pickle_by_value(modeling) run_pipeline( session, @@ -128,4 +134,5 @@ def run_pipeline( dataset_name=args.dataset_name or args.source_table, model_name=args.model_name or args.source_table, force_refresh=args.force_refresh, - ) + no_register=args.no_register, + ) \ No newline at end of file From 2412da789bff8ff4d980a77a1ca0ae5501f6ab29 Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Tue, 10 Feb 2026 10:26:05 -0800 Subject: [PATCH 23/24] add the latest screenshots --- .../images/task-graph-overview.png | Bin 482598 -> 449926 bytes .../e2e_task_graph/src/pipeline_dag.py | 1 + 2 files 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zFX8!K^Z2Fn{7et}rSp6*Ek9_G|DOrZ65Ec{xpP##(oY^K{nOU{r9A(1$NXh^{Zml> z>S+BXJimnJXV%OQ#?AMC{t}*F!t+abzSlT@ISha1;r!(={9amq(Cq);2oDy53Nk)- z?%ZYX185*|aS9Rry!W~DICun?=|$atav}PtAvwFy^U{C(;=g&uE4-W8Y~5o2={5i6 z*Oz}Ic&J37((m!_?*F{;=REw~9}mA*Bly4Q=wH6!!g-(U&qM zP9k9H-c#8A2l4*5jhntR{oL*~rP$9__D|;J*P{Qm=zk&}Ke_d5(f?ZXe{a+Jb<+Pj z>HnVO{5t7>o%DZC$Ni<=|5ES&p5*+m)q7kqgu>ej{B|9{CO;=FF83r~Ovm&807v^% AjQ{`u diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index f13b111f..e9db4e43 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -214,6 +214,7 @@ def train_model() -> None: "model_path": os.path.join(config.artifact_dir, put_result.target), "metrics": metrics, } + # set the return value to the task context as a JSON string ctx.set_return_value(json.dumps(result_dict)) From cd46e72dc999b5f095c49be4d41758a76b49e8bf Mon Sep 17 00:00:00 2001 From: Alivia Jiang Date: Mon, 16 Feb 2026 10:59:02 -0800 Subject: [PATCH 24/24] resolve the comments --- samples/ml/ml_jobs/e2e_task_graph/README.md | 2 +- samples/ml/ml_jobs/e2e_task_graph/src/modeling.py | 4 +--- samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py | 3 --- 3 files changed, 2 insertions(+), 7 deletions(-) diff --git a/samples/ml/ml_jobs/e2e_task_graph/README.md b/samples/ml/ml_jobs/e2e_task_graph/README.md index 1275a152..a20ba989 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/README.md +++ b/samples/ml/ml_jobs/e2e_task_graph/README.md @@ -119,7 +119,7 @@ for downstream consumption. Run the ML pipeline locally without task graph orchestration: ```bash -python src/pipeline_local.py +python src/pipeline_local.py --no-register # Skip model registration for faster ``` You can monitor the corresponding ML Job for model training via the [Job UI in Snowsight](../README.md#job-ui-in-snowsight). diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py index c72e0ae0..17992af9 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/modeling.py @@ -158,7 +158,6 @@ def train_model(session: Session, input_data: Optional[DataSource] = None) -> XG Returns: XGBClassifier: Trained XGBoost classifier model """ - from snowflake.ml.data import DataConnector, DatasetInfo input_data_dc = DataConnector.from_sources(session, [input_data]) assert isinstance(input_data, DatasetInfo), "Input data must be a DatasetInfo" @@ -186,8 +185,7 @@ def train_model(session: Session, input_data: Optional[DataSource] = None) -> XG params=model_params, scaling_config=XGBScalingConfig(), ) - type(estimator) - model = estimator.fit(input_data_dc,input_cols= input_cols, label_col=label_col) + model = estimator.fit(input_data_dc,input_cols = input_cols, label_col = label_col) return model else: df = input_data_dc.to_pandas() diff --git a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py index e9db4e43..290d0fe2 100644 --- a/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py +++ b/samples/ml/ml_jobs/e2e_task_graph/src/pipeline_dag.py @@ -42,9 +42,6 @@ def _ensure_environment(session: Session): # Ensure the raw data table exists _ = data.get_raw_data(session, DATA_TABLE_NAME, create_if_not_exists=True) - # Register local modules for inclusion in ML Job payloads - - def _wait_for_run_to_complete(session: Session, dag: DAG) -> str: """ Wait for a DAG run to complete and return the final status.