From ef09f05a0cb67ea7938e6f4d88c3e2a9708d704e Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Wed, 15 May 2024 10:38:47 +0800 Subject: [PATCH 01/13] doc: initial commit of gsoc proposal(project 6). 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Implementation)](https://github.com/kubeflow/katib/issues/577) + +## Motivation + +[Katib](https://github.com/kubeflow/katib) is a Kubernetes-native project for automated machine learning (AutoML). It can not only tune hyperparameters of applications written in any language and natively supports many ML frameworks, but also supports features like early stopping and neural architecture search. + +In the procedure of tuning hyperparameters, Metrics Collector, which is implemented as a sidecar container attached to each training container in the [current design](https://github.com/kubeflow/katib/blob/master/docs/proposals/metrics-collector.md), will collect training logs from Trials once the training is complete. Then, the Metrics Collector will parse training logs to get appropriate metrics like accuracy or loss and pass the evaluation results to the HyperParameter tuning algorithm. + +However, current implementation of Metrics Collector is pull-based, raising some [design problems](https://github.com/kubeflow/training-operator/issues/722#issuecomment-405669269) such as determining the frequency we scrape the metrics, performance issues like the overhead caused by too many sidecar containers, and restrictions on developing environments which must support sidecar containers. Thus, we should implement a new API for Katib Python SDK to offer users a push-based way to store metrics directly into the Kaitb DB and resolve those issues raised by pull-based metrics collection. + +![](../images/push-based-metrics-collection.png) +Fig.1 Architecture of the new design + +## Goal +1. **A new parameter in Python SDK function `tune`**: allow users to specify the method of collecting metrics(push-based/pull-based). +2. **A code injection function in mutating webhook**: recognize the metrics output lines and replace them with push-based metrics collection code. +3. The final metrics of worker pods should be **pushed to Katib DB directly** in the push mode of metrics collection. + +## API + +### New parameter in Python SDK function `tune` + + \ No newline at end of file From aff97bf881e41f77b947f8e967263f31bad3103d Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Wed, 15 May 2024 11:10:23 +0800 Subject: [PATCH 02/13] doc: complete KEP for gsoc proposal(Project 6). Signed-off-by: Electronic-Waste <2690692950@qq.com> --- .../push-based-metrics-collection.md | 54 ++++++++++++++++++- 1 file changed, 52 insertions(+), 2 deletions(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index dbc47cbeed2..f5c2290679e 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -22,6 +22,56 @@ Fig.1 Architecture of the new design ## API -### New parameter in Python SDK function `tune` +### New Parameter in Python SDK Function `tune` - \ No newline at end of file +We decided to add `metrics_collection_mechanism` to `tune` function in Python SDK. + +```Python +def tune( + self, + name: str, + objective: Callable, + parameters: Dict[str, Any], + base_image: str = constants.BASE_IMAGE_TENSORFLOW, + namespace: Optional[str] = None, + env_per_trial: Optional[Union[Dict[str, str], List[Union[client.V1EnvVar, client.V1EnvFromSource]]]] = None, + algorithm_name: str = "random", + algorithm_settings: Union[dict, List[models.V1beta1AlgorithmSetting], None] = None, + objective_metric_name: str = None, + additional_metric_names: List[str] = [], + objective_type: str = "maximize", + objective_goal: float = None, + max_trial_count: int = None, + parallel_trial_count: int = None, + max_failed_trial_count: int = None, + resources_per_trial: Union[dict, client.V1ResourceRequirements, None] = None, + retain_trials: bool = False, + packages_to_install: List[str] = None, + pip_index_url: str = "https://pypi.org/simple", + metrics_collection_mechanism: str = "pull", # The newly added parameter +) +``` + +## Implementation + +### Add New Parameter in `tune` + +As is mentioned above, we decided to add `metrics_collection_mechanism` to the tune function in Python SDK. Also, we have some changes to be made: + +1. Disable injection: set `katib.kubeflow.org/metrics-collector-injection` to `disabled` when the push-based way of metrics collection is adopted so as to disable the injection of the metrics collection sidecar container. + +2. Configure the way of metrics collection: set the configuration `spec.metricsCollectionSpec.collector.kind`(specify the way of metrics collection) to `NoneCollector`. + +### Code Injection in Webhook + +We decided to implement a code replacing function in Experiment Mutating Webhook. When `spec.metricsCollectionSpec.collector.kind` is set to `NoneCollector`, the code replacing function will recognize the metrics output lines (e.g. print, log.Info, e.t.c.) and replace them with push-based metrics collection code which will be discussed in the next section. It’s a better decision compared with offering users a `katib_client.push`-like interface, for that users can’t use a yaml file to define this operation. + +### Push-based Metrics Collection Code + +The push-based metrics collection code is a function making a grpc call to the persistent API to store training metrics. It will be injected to container args in the Experiment Mutating Webhook and then be called inside the Trial Worker Pod to push metrics to Katib DB. + +### Collection of Final Metrics + +The final metrics of worker pods should be pushed to Katib DB directly in the push mode of metrics collection. + +\#WIP \ No newline at end of file From 7ece3edb5d2e6b42699b2329d1a7eb310b3cb88d Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Wed, 5 Jun 2024 11:39:16 +0800 Subject: [PATCH 03/13] chore: add non-goals and examples. Signed-off-by: Electronic-Waste <2690692950@qq.com> --- .../push-based-metrics-collection.md | 55 ++++++++++++++++++- 1 file changed, 52 insertions(+), 3 deletions(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index f5c2290679e..c1c1998f411 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -10,16 +10,24 @@ In the procedure of tuning hyperparameters, Metrics Collector, which is implemented as a sidecar container attached to each training container in the [current design](https://github.com/kubeflow/katib/blob/master/docs/proposals/metrics-collector.md), will collect training logs from Trials once the training is complete. Then, the Metrics Collector will parse training logs to get appropriate metrics like accuracy or loss and pass the evaluation results to the HyperParameter tuning algorithm. -However, current implementation of Metrics Collector is pull-based, raising some [design problems](https://github.com/kubeflow/training-operator/issues/722#issuecomment-405669269) such as determining the frequency we scrape the metrics, performance issues like the overhead caused by too many sidecar containers, and restrictions on developing environments which must support sidecar containers. Thus, we should implement a new API for Katib Python SDK to offer users a push-based way to store metrics directly into the Kaitb DB and resolve those issues raised by pull-based metrics collection. +However, current implementation of Metrics Collector is pull-based, raising some [design problems](https://github.com/kubeflow/training-operator/issues/722#issuecomment-405669269) such as determining the frequency we scrape the metrics, performance issues like the overhead caused by too many sidecar containers, and restrictions on developing environments which must support sidecar containers. Thus, we should implement a new API for Katib Python SDK to offer users a push-based way to store metrics directly into the Katib DB and resolve those issues raised by pull-based metrics collection. ![](../images/push-based-metrics-collection.png) Fig.1 Architecture of the new design -## Goal +### Goals 1. **A new parameter in Python SDK function `tune`**: allow users to specify the method of collecting metrics(push-based/pull-based). + 2. **A code injection function in mutating webhook**: recognize the metrics output lines and replace them with push-based metrics collection code. + 3. The final metrics of worker pods should be **pushed to Katib DB directly** in the push mode of metrics collection. +### Non-Goals +1. Implement authentication model for Katib DB to push metrics. + +2. Support pushing data to different types of storage system(prometheus, self-defined interface etc.) + + ## API ### New Parameter in Python SDK Function `tune` @@ -48,10 +56,51 @@ def tune( retain_trials: bool = False, packages_to_install: List[str] = None, pip_index_url: str = "https://pypi.org/simple", - metrics_collection_mechanism: str = "pull", # The newly added parameter + # The newly added parameter metrics_collector_config. + # It specifies the config of metrics collector, for example, + # the kind of metrics collector. + metrics_collecter_config: Dict[str, Any] = None, ) ``` +With a small example: + +```Python +import kubeflow.katib as katib + +# Step 1. Create an objective function. +def objective(parameters): + # Import required packages. + import time + time.sleep(5) + # Calculate objective function. + result = 4 * int(parameters["a"]) - float(parameters["b"]) ** 2 + # Katib parses metrics in this format: =. + print(f"result={result}") + +# Step 2. Create HyperParameter search space. +parameters = { + "a": katib.search.int(min=10, max=20), + "b": katib.search.double(min=0.1, max=0.2) +} + +# Step 3. Create Katib Experiment with 12 Trials and 2 CPUs per Trial. +katib_client = katib.KatibClient(namespace="kubeflow") +name = "tune-experiment" +katib_client.tune( + name=name, + objective=objective, + parameters=parameters, + objective_metric_name="result", + max_trial_count=12, + resources_per_trial={"cpu": "2"}, + metrics_collector_config={"kind": "None"}, +) + +# Step 4. Get the best HyperParameters. +print(katib_client.get_optimal_hyperparameters(name)) +``` + ## Implementation ### Add New Parameter in `tune` From e923a33aa435fe5f6ee818a5d9f5b563aed39cf2 Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Sun, 9 Jun 2024 16:19:04 +0800 Subject: [PATCH 04/13] chore: add . Signed-off-by: Electronic-Waste <2690692950@qq.com> --- .../push-based-metrics-collection.md | 82 ++++++++++++++----- 1 file changed, 63 insertions(+), 19 deletions(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index c1c1998f411..7bf2b086ef0 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -18,7 +18,7 @@ Fig.1 Architecture of the new design ### Goals 1. **A new parameter in Python SDK function `tune`**: allow users to specify the method of collecting metrics(push-based/pull-based). -2. **A code injection function in mutating webhook**: recognize the metrics output lines and replace them with push-based metrics collection code. +2. **A new interface `report_metrics` in Python SDK**: push the metrics to Katib DB directly. 3. The final metrics of worker pods should be **pushed to Katib DB directly** in the push mode of metrics collection. @@ -57,26 +57,60 @@ def tune( packages_to_install: List[str] = None, pip_index_url: str = "https://pypi.org/simple", # The newly added parameter metrics_collector_config. - # It specifies the config of metrics collector, for example, - # the kind of metrics collector. - metrics_collecter_config: Dict[str, Any] = None, + # It specifies the config of metrics collector, for example, + # metrics_collector_config={"kind": "Push"}, + metrics_collector_config: Dict[str, Any] = None, ) ``` -With a small example: +### New Interface `report_metrics` in Python SDK + +```Python +"""Push Metrics Directly to Katib DB + Katib DB Manager service should be accessible while calling this API. + + If you run this API in-cluster (e.g. from the Kubeflow Notebook) you can + use the default Katib DB Manager address: `katib-db-manager.kubeflow:6789`. + + If you run this API outside the cluster, you have to port-forward the + Katib DB Manager before getting the Trial metrics: `kubectl port-forward svc/katib-db-manager -n kubeflow 6789`. + In that case, you can use this Katib DB Manager address: `localhost:6789`. + + You can use `curl` to verify that Katib DB Manager is reachable: `curl `. + + [!!!] Trial name should always be passed into Katib Trials as env variable `KATIB_TRIAL_NAME`. + + Args: + metrics: Dict of metrics pushed to Katib DB. + For examle, `metrics = {"loss": 0.01, "accuracy": 0.99}`. + namespace: Namespace for the trial metrics. + db-manager-address: Address for the Katib DB Manager in this format: `ip-address:port`. + + Raises: + RuntimeError: Unable to push Trial metrics to Katib DB. +""" +def report_metrics( + self, + metrics: Dict[str, Any], + namespace: Optional[str] = None, + db_manager_address: str = constants.DEFAULT_DB_MANAGER_ADDRESS, +) +``` + +### A Simple Example: ```Python import kubeflow.katib as katib -# Step 1. Create an objective function. +# Step 1. Create an objective function with push-based metrics collection. def objective(parameters): # Import required packages. - import time - time.sleep(5) + import kubeflow.katib as katib # Calculate objective function. result = 4 * int(parameters["a"]) - float(parameters["b"]) ** 2 - # Katib parses metrics in this format: =. - print(f"result={result}") + # Push metrics to Katib DB. + katib_client = katib.KatibClient(namespace="kubeflow") + katib_client.report_metrics({"result": result}) # Step 2. Create HyperParameter search space. parameters = { @@ -84,7 +118,7 @@ parameters = { "b": katib.search.double(min=0.1, max=0.2) } -# Step 3. Create Katib Experiment with 12 Trials and 2 CPUs per Trial. +# Step 3. Create Katib Experiment with 12 Trials and 2 GPUs per Trial. katib_client = katib.KatibClient(namespace="kubeflow") name = "tune-experiment" katib_client.tune( @@ -93,8 +127,8 @@ katib_client.tune( parameters=parameters, objective_metric_name="result", max_trial_count=12, - resources_per_trial={"cpu": "2"}, - metrics_collector_config={"kind": "None"}, + resources_per_trial={"gpu": "2"}, + metrics_collector_config={"kind": "Push"}, ) # Step 4. Get the best HyperParameters. @@ -105,19 +139,29 @@ print(katib_client.get_optimal_hyperparameters(name)) ### Add New Parameter in `tune` -As is mentioned above, we decided to add `metrics_collection_mechanism` to the tune function in Python SDK. Also, we have some changes to be made: +As is mentioned above, we decided to add `metrics_collector_config` to the tune function in Python SDK. Also, we have some changes to be made: 1. Disable injection: set `katib.kubeflow.org/metrics-collector-injection` to `disabled` when the push-based way of metrics collection is adopted so as to disable the injection of the metrics collection sidecar container. -2. Configure the way of metrics collection: set the configuration `spec.metricsCollectionSpec.collector.kind`(specify the way of metrics collection) to `NoneCollector`. +2. Configure the way of metrics collection: set the configuration `spec.metricsCollectionSpec.collector.kind`(specify the way of metrics collection) to `Push`. + +3. Rename metrics collector from `None` to `Push`: It's not correct to call push-based metrics collection `None`. We should modify related code to rename it. + +### New Interface `report_metrics` in Python SDK + +We decide to implement this function to push metrics directly to Katib DB with the help of grpc. Trial name should always be passed into Katib Trials (and then into this function) as env variable `KATIB_TRIAL_NAME`. Steps: + +1. Wrap metrics into `katib_api_pb2.ReportObservationLogRequest`: + +Firstly, convert metrics (in dict format) into `katib_api_pb2.ReportObservationLogRequest` type for the following grpc call, referring to https://github.com/kubeflow/katib/blob/master/pkg/apis/manager/v1beta1/gen-doc/api.md#reportobservationlogrequest -### Code Injection in Webhook +2. Dial Katib DBManager Service -We decided to implement a code replacing function in Experiment Mutating Webhook. When `spec.metricsCollectionSpec.collector.kind` is set to `NoneCollector`, the code replacing function will recognize the metrics output lines (e.g. print, log.Info, e.t.c.) and replace them with push-based metrics collection code which will be discussed in the next section. It’s a better decision compared with offering users a `katib_client.push`-like interface, for that users can’t use a yaml file to define this operation. +We'll create a DBManager Stub and make a grpc call to report metrics to Katib DB. -### Push-based Metrics Collection Code +### Compatibility Changes in Trial Controller -The push-based metrics collection code is a function making a grpc call to the persistent API to store training metrics. It will be injected to container args in the Experiment Mutating Webhook and then be called inside the Trial Worker Pod to push metrics to Katib DB. +We need to make appropriate changes in the Trial controller to make sure we insert unavailable value into Katib DB, if user doesn't report metric accidentally. ### Collection of Final Metrics From 169857cc2e925bae7d6a33dbae292dcfc3c241a0 Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Sun, 9 Jun 2024 21:07:59 +0800 Subject: [PATCH 05/13] chore: add compatibility changes in trial controller. Signed-off-by: Electronic-Waste <2690692950@qq.com> --- docs/proposals/push-based-metrics-collection.md | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index 7bf2b086ef0..039d905f688 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -161,7 +161,18 @@ We'll create a DBManager Stub and make a grpc call to report metrics to Katib DB ### Compatibility Changes in Trial Controller -We need to make appropriate changes in the Trial controller to make sure we insert unavailable value into Katib DB, if user doesn't report metric accidentally. +We need to make appropriate changes in the Trial controller to make sure we insert unavailable value into Katib DB, if user doesn't report metric accidentally. The current implementation handles unavailable metrics in: + +```Golang +// If observation is empty metrics collector doesn't finish. +// For early stopping metrics collector are reported logs before Trial status is changed to EarlyStopped. +if jobStatus.Condition == trialutil.JobSucceeded && instance.Status.Observation == nil { + logger.Info("Trial job is succeeded but metrics are not reported, reconcile requeued") + return errMetricsNotReported +} +``` + +We decide to add a if-else statement to distinguish pull-based and push-based metrics collection. In the push-based collection, the trial does not need to be requeued. Instead, we'll insert a unavailable value to Katib DB and change the status of trial to `MetricsUnavailable` ### Collection of Final Metrics From 0cfac1d46c5652c1d6ffc3bf9d6e49600626c327 Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Sun, 9 Jun 2024 21:36:34 +0800 Subject: [PATCH 06/13] chore: update architecture figure. 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Signed-off-by: Electronic-Waste <2690692950@qq.com> --- docs/proposals/push-based-metrics-collection.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index 039d905f688..9588fa6c23f 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -13,6 +13,7 @@ In the procedure of tuning hyperparameters, Metrics Collector, which is implemen However, current implementation of Metrics Collector is pull-based, raising some [design problems](https://github.com/kubeflow/training-operator/issues/722#issuecomment-405669269) such as determining the frequency we scrape the metrics, performance issues like the overhead caused by too many sidecar containers, and restrictions on developing environments which must support sidecar containers. Thus, we should implement a new API for Katib Python SDK to offer users a push-based way to store metrics directly into the Katib DB and resolve those issues raised by pull-based metrics collection. ![](../images/push-based-metrics-collection.png) + Fig.1 Architecture of the new design ### Goals From 1a2599df816b1802c245809c8b77b7e5539883d5 Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Tue, 11 Jun 2024 21:14:41 +0800 Subject: [PATCH 08/13] chore: update doc after the review in 10th, June. Signed-off-by: Electronic-Waste <2690692950@qq.com> --- .../push-based-metrics-collection.md | 29 ++++++++++++++----- 1 file changed, 21 insertions(+), 8 deletions(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index 9588fa6c23f..8256a407314 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -79,21 +79,18 @@ def tune( You can use `curl` to verify that Katib DB Manager is reachable: `curl `. - [!!!] Trial name should always be passed into Katib Trials as env variable `KATIB_TRIAL_NAME`. + [!!!] Trial's namespace and name should always be passed into Katib Trials as env variable `KATIB_TRIAL_NAMESPACE` and `KATIB_TRIAL_NAME`. Args: metrics: Dict of metrics pushed to Katib DB. For examle, `metrics = {"loss": 0.01, "accuracy": 0.99}`. - namespace: Namespace for the trial metrics. db-manager-address: Address for the Katib DB Manager in this format: `ip-address:port`. Raises: RuntimeError: Unable to push Trial metrics to Katib DB. """ def report_metrics( - self, metrics: Dict[str, Any], - namespace: Optional[str] = None, db_manager_address: str = constants.DEFAULT_DB_MANAGER_ADDRESS, ) ``` @@ -110,8 +107,7 @@ def objective(parameters): # Calculate objective function. result = 4 * int(parameters["a"]) - float(parameters["b"]) ** 2 # Push metrics to Katib DB. - katib_client = katib.KatibClient(namespace="kubeflow") - katib_client.report_metrics({"result": result}) + katib.report_metrics({"result": result}) # Step 2. Create HyperParameter search space. parameters = { @@ -148,9 +144,15 @@ As is mentioned above, we decided to add `metrics_collector_config` to the tune 3. Rename metrics collector from `None` to `Push`: It's not correct to call push-based metrics collection `None`. We should modify related code to rename it. +4. Write env variables into trial spec: set `KATIB_TRIAL_NAMEPSACE` and `KATIB_TRIAL_NAME` for `report_metrics` function to dial db manager. + ### New Interface `report_metrics` in Python SDK -We decide to implement this function to push metrics directly to Katib DB with the help of grpc. Trial name should always be passed into Katib Trials (and then into this function) as env variable `KATIB_TRIAL_NAME`. Steps: +We decide to implement this funcion to push metrics directly to Katib DB with the help of grpc. Trial's namespace and name should always be passed into Katib Trials (and then into this function) as env variable `KATIB_TRIAL_NAMESPACE` and `KATIB_TRIAL_NAME`. + +Also, the function is supposed to be implemented as **global function** because it is called in the user container. + +Steps: 1. Wrap metrics into `katib_api_pb2.ReportObservationLogRequest`: @@ -172,8 +174,19 @@ if jobStatus.Condition == trialutil.JobSucceeded && instance.Status.Observation return errMetricsNotReported } ``` +1. Distinguish pull-based and push-based metrics collection + +We decide to add a if-else statement in the code above to distinguish pull-based and push-based metrics collection. In the push-based collection, the trial does not need to be requeued. Instead, we'll insert a unavailable value to Katib DB. -We decide to add a if-else statement to distinguish pull-based and push-based metrics collection. In the push-based collection, the trial does not need to be requeued. Instead, we'll insert a unavailable value to Katib DB and change the status of trial to `MetricsUnavailable` +2. Update the status of trial to `MetricsUnavailable` + +In the current implementation of pull-based metrics collection, trials will be re-queued when the metrics collector finds the `.Status.Observation` is empty. However, it's not compatible with push-based metrics collection because the forgotten metrics won't be reported in the new round of reconcile. So, we need to update its status in the function `UpdateTrialStatusCondition` in accomodation with the pull-based metrics collection. + +```Golang +else if instance.Spec.MetricCollector.Collector.Kind == "Push" && instance.Status.Obeservation == nil { + ... // Update the status of this trial to `MetricsUnavailable` and output the reason. +} +``` ### Collection of Final Metrics From d2439f23fdc2a808133ac4710e5b10aa180d49fb Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Fri, 14 Jun 2024 15:20:42 +0800 Subject: [PATCH 09/13] chore: add code link and remove namespace env variable. Signed-off-by: Electronic-Waste <2690692950@qq.com> --- docs/proposals/push-based-metrics-collection.md | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index 8256a407314..885e3cccea4 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -79,7 +79,7 @@ def tune( You can use `curl` to verify that Katib DB Manager is reachable: `curl `. - [!!!] Trial's namespace and name should always be passed into Katib Trials as env variable `KATIB_TRIAL_NAMESPACE` and `KATIB_TRIAL_NAME`. + [!!!] Trial name should always be passed into Katib Trials as env variable `KATIB_TRIAL_NAME`. Args: metrics: Dict of metrics pushed to Katib DB. @@ -144,11 +144,11 @@ As is mentioned above, we decided to add `metrics_collector_config` to the tune 3. Rename metrics collector from `None` to `Push`: It's not correct to call push-based metrics collection `None`. We should modify related code to rename it. -4. Write env variables into trial spec: set `KATIB_TRIAL_NAMEPSACE` and `KATIB_TRIAL_NAME` for `report_metrics` function to dial db manager. +4. Write env variables into trial spec: set `KATIB_TRIAL_NAME` for `report_metrics` function to dial db manager. ### New Interface `report_metrics` in Python SDK -We decide to implement this funcion to push metrics directly to Katib DB with the help of grpc. Trial's namespace and name should always be passed into Katib Trials (and then into this function) as env variable `KATIB_TRIAL_NAMESPACE` and `KATIB_TRIAL_NAME`. +We decide to implement this funcion to push metrics directly to Katib DB with the help of grpc. Trial name should always be passed into Katib Trials (and then into this function) as env variable `KATIB_TRIAL_NAME`. Also, the function is supposed to be implemented as **global function** because it is called in the user container. @@ -180,7 +180,8 @@ We decide to add a if-else statement in the code above to distinguish pull-based 2. Update the status of trial to `MetricsUnavailable` -In the current implementation of pull-based metrics collection, trials will be re-queued when the metrics collector finds the `.Status.Observation` is empty. However, it's not compatible with push-based metrics collection because the forgotten metrics won't be reported in the new round of reconcile. So, we need to update its status in the function `UpdateTrialStatusCondition` in accomodation with the pull-based metrics collection. +In the current implementation of pull-based metrics collection, trials will be re-queued when the metrics collector finds the `.Status.Observation` is empty. However, it's not compatible with push-based metrics collection because the forgotten metrics won't be reported in the new round of reconcile. So, we need to update its status in the function `UpdateTrialStatusCondition` in accomodation with the pull-based metrics collection. The following code will be insert into lines before [trial_controller_util.go#L69](https://github.com/kubeflow/katib/blob/7959ffd54851216dbffba791e1da13c8485d1085/pkg/controller.v1beta1/trial/trial_controller_util.go#L69) + ```Golang else if instance.Spec.MetricCollector.Collector.Kind == "Push" && instance.Status.Obeservation == nil { From 3208e6753e80ecd91c212e26cde5b1c6a4b2a27d Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Sat, 15 Jun 2024 15:14:47 +0800 Subject: [PATCH 10/13] chore: modify proposal after the review in 14th, June. Signed-off-by: Electronic-Waste <2690692950@qq.com> --- .../push-based-metrics-collection.md | 32 ++++++------------- 1 file changed, 10 insertions(+), 22 deletions(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index 885e3cccea4..25e75301670 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -60,7 +60,7 @@ def tune( # The newly added parameter metrics_collector_config. # It specifies the config of metrics collector, for example, # metrics_collector_config={"kind": "Push"}, - metrics_collector_config: Dict[str, Any] = None, + metrics_collector_config: Dict[str, Any] = {"kind": "StdOut"}, ) ``` @@ -68,16 +68,6 @@ def tune( ```Python """Push Metrics Directly to Katib DB - Katib DB Manager service should be accessible while calling this API. - - If you run this API in-cluster (e.g. from the Kubeflow Notebook) you can - use the default Katib DB Manager address: `katib-db-manager.kubeflow:6789`. - - If you run this API outside the cluster, you have to port-forward the - Katib DB Manager before getting the Trial metrics: `kubectl port-forward svc/katib-db-manager -n kubeflow 6789`. - In that case, you can use this Katib DB Manager address: `localhost:6789`. - - You can use `curl` to verify that Katib DB Manager is reachable: `curl `. [!!!] Trial name should always be passed into Katib Trials as env variable `KATIB_TRIAL_NAME`. @@ -136,15 +126,13 @@ print(katib_client.get_optimal_hyperparameters(name)) ### Add New Parameter in `tune` -As is mentioned above, we decided to add `metrics_collector_config` to the tune function in Python SDK. Also, we have some changes to be made: - -1. Disable injection: set `katib.kubeflow.org/metrics-collector-injection` to `disabled` when the push-based way of metrics collection is adopted so as to disable the injection of the metrics collection sidecar container. +As mentioned above, we decided to add `metrics_collector_config` to the tune function in Python SDK. Also, we have some changes to be made: -2. Configure the way of metrics collection: set the configuration `spec.metricsCollectionSpec.collector.kind`(specify the way of metrics collection) to `Push`. +1. Configure the way of metrics collection: set the configuration `spec.metricsCollectionSpec.collector.kind`(specify the way of metrics collection) to `Push`. -3. Rename metrics collector from `None` to `Push`: It's not correct to call push-based metrics collection `None`. We should modify related code to rename it. +2. Rename metrics collector from `None` to `Push`: It's not correct to call push-based metrics collection `None`. We should modify related code to rename it. -4. Write env variables into trial spec: set `KATIB_TRIAL_NAME` for `report_metrics` function to dial db manager. +3. Write env variables into Trial spec: set `KATIB_TRIAL_NAME` for `report_metrics` function to dial db manager. ### New Interface `report_metrics` in Python SDK @@ -176,16 +164,16 @@ if jobStatus.Condition == trialutil.JobSucceeded && instance.Status.Observation ``` 1. Distinguish pull-based and push-based metrics collection -We decide to add a if-else statement in the code above to distinguish pull-based and push-based metrics collection. In the push-based collection, the trial does not need to be requeued. Instead, we'll insert a unavailable value to Katib DB. +We decide to add a if-else statement in the code above to distinguish pull-based and push-based metrics collection. In the push-based collection, the Trial does not need to be requeued. Instead, we'll insert a unavailable value to Katib DB. -2. Update the status of trial to `MetricsUnavailable` +2. Update the status of Trial to `MetricsUnavailable` -In the current implementation of pull-based metrics collection, trials will be re-queued when the metrics collector finds the `.Status.Observation` is empty. However, it's not compatible with push-based metrics collection because the forgotten metrics won't be reported in the new round of reconcile. So, we need to update its status in the function `UpdateTrialStatusCondition` in accomodation with the pull-based metrics collection. The following code will be insert into lines before [trial_controller_util.go#L69](https://github.com/kubeflow/katib/blob/7959ffd54851216dbffba791e1da13c8485d1085/pkg/controller.v1beta1/trial/trial_controller_util.go#L69) +In the current implementation of pull-based metrics collection, Trials will be re-queued when the metrics collector finds the `.Status.Observation` is empty. However, it's not compatible with push-based metrics collection because the forgotten metrics won't be reported in the new round of reconcile. So, we need to update its status in the function `UpdateTrialStatusCondition` in accommodation with the pull-based metrics collection. The following code will be insert into lines before [trial_controller_util.go#L69](https://github.com/kubeflow/katib/blob/7959ffd54851216dbffba791e1da13c8485d1085/pkg/controller.v1beta1/trial/trial_controller_util.go#L69) ```Golang -else if instance.Spec.MetricCollector.Collector.Kind == "Push" && instance.Status.Obeservation == nil { - ... // Update the status of this trial to `MetricsUnavailable` and output the reason. +else if instance.Spec.MetricCollector.Collector.Kind == "Push" { + ... // Update the status of this Trial to `MetricsUnavailable` and output the reason. } ``` From cc95ef03cb25df3d86a1a1c20c9c69bad17fce92 Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Tue, 18 Jun 2024 21:28:19 +0800 Subject: [PATCH 11/13] chore: delete WIP label. Signed-off-by: Electronic-Waste <2690692950@qq.com> --- docs/proposals/push-based-metrics-collection.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index 25e75301670..39c5cfd2cc7 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -180,5 +180,3 @@ else if instance.Spec.MetricCollector.Collector.Kind == "Push" { ### Collection of Final Metrics The final metrics of worker pods should be pushed to Katib DB directly in the push mode of metrics collection. - -\#WIP \ No newline at end of file From 4161cff0faf7700598489f1fbaa5346b948623e2 Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Mon, 24 Jun 2024 23:05:03 +0800 Subject: [PATCH 12/13] chore: add timeout param into report_metrics. Signed-off-by: Electronic-Waste <2690692950@qq.com> --- docs/proposals/push-based-metrics-collection.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index 39c5cfd2cc7..ddc15c4852c 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -75,6 +75,7 @@ def tune( metrics: Dict of metrics pushed to Katib DB. For examle, `metrics = {"loss": 0.01, "accuracy": 0.99}`. db-manager-address: Address for the Katib DB Manager in this format: `ip-address:port`. + timeout: Optional, gRPC API Server timeout in seconds to report metrics. Raises: RuntimeError: Unable to push Trial metrics to Katib DB. @@ -82,6 +83,7 @@ def tune( def report_metrics( metrics: Dict[str, Any], db_manager_address: str = constants.DEFAULT_DB_MANAGER_ADDRESS, + timeout: int = constants.DEFAULT_TIMEOUT, ) ``` From c32a84a2966022fa91e4b8755608787c77b7358d Mon Sep 17 00:00:00 2001 From: Electronic-Waste <2690692950@qq.com> Date: Tue, 25 Jun 2024 16:06:30 +0800 Subject: [PATCH 13/13] fix: metrics_collector_config spelling. Signed-off-by: Electronic-Waste <2690692950@qq.com> --- docs/proposals/push-based-metrics-collection.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/proposals/push-based-metrics-collection.md b/docs/proposals/push-based-metrics-collection.md index ddc15c4852c..7f7020bb948 100644 --- a/docs/proposals/push-based-metrics-collection.md +++ b/docs/proposals/push-based-metrics-collection.md @@ -33,7 +33,7 @@ Fig.1 Architecture of the new design ### New Parameter in Python SDK Function `tune` -We decided to add `metrics_collection_mechanism` to `tune` function in Python SDK. +We decided to add `metrics_collector_config` to `tune` function in Python SDK. ```Python def tune(