From b83114b21c8fbab368e4efcdf667dfff54f2016a Mon Sep 17 00:00:00 2001
From: Bhargav Suryadevara <bsuryadevara@nvidia.com>
Date: Wed, 12 Jul 2023 10:01:19 -0500
Subject: [PATCH 1/3] updated loader docs

---
 docs/source/loaders/core/sql_loader.md      |  9 ++++-----
 docs/source/modules/core/payload_batcher.md | 12 ++++++------
 2 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/docs/source/loaders/core/sql_loader.md b/docs/source/loaders/core/sql_loader.md
index c3af1ed606..bd7978394c 100644
--- a/docs/source/loaders/core/sql_loader.md
+++ b/docs/source/loaders/core/sql_loader.md
@@ -17,9 +17,8 @@ limitations under the License.
 
 ## SQL Loader
 
-[DataLoader](../../modules/core/data_loader.md) module is configured to use this loader function. It is responsible for
-loading data from external sources using the fsspec library, and returns the updated ControlMessage object with payload
-as MessageMeta, which contains dataframe (with filenames).
+[DataLoader](../../modules/core/data_loader.md) module is configured to use this loader function. SQL loader to fetch data from a SQL database and store it in a DataFrame, and returns the updated ControlMessage object with payload
+as MessageMeta.
 
 ### Example Loader Configuration
 
@@ -44,7 +43,7 @@ The parameters that can be configured for this specific loader at load task leve
 |--------------|--------|------------------------------------------|--------------------|---------------|
 | `strategy`   | string | Strategy for combining queries           | "aggregate"      	 | `aggregate`   |
 | `loader_id`  | string | Unique identifier for the loader         | "file_to_df"       | `[Required]`  |
-| `sql_config` | dict   | Dictionary containing SQL queries to run | "file_to_df"       | `See below`   |
+| `sql_config` | dictionary   | Dictionary containing SQL queries to run | "file_to_df"       | `See below`   |
 
 `sql_config`
 
@@ -58,7 +57,7 @@ The parameters that can be configured for this specific loader at load task leve
 |---------------------|--------|--------------------------------------|-----------------------------------------------------------------|---------------|
 | `connection_string` | string | Strategy for combining queries       | "postgresql://postgres:postgres@localhost:5432/postgres"      	 | `[required]`  |
 | `query`             | string | SQL Query to execute                 | "SELECT * FROM test_table WHERE id IN (?, ?, ?)"                | `[Required]`  |
-| `params`            | dict   | Named or positional paramters values | "[foo, bar, baz]"                                               | `-`           |
+| `params`            | dictionary   | Named or positional paramters values | "[foo, bar, baz]"                                               | `-`           |
 
 ### Example Load Task Configuration
 
diff --git a/docs/source/modules/core/payload_batcher.md b/docs/source/modules/core/payload_batcher.md
index 34bb2ee363..8df1ea2766 100644
--- a/docs/source/modules/core/payload_batcher.md
+++ b/docs/source/modules/core/payload_batcher.md
@@ -23,13 +23,13 @@ This module batches incoming control message data payload into smaller batches b
 
 | Parameter                   | Type       | Description                       | Example Value                   | Default Value |
 |-----------------------------|------------|-----------------------------------|---------------------------------|---------------|
-| `max_batch_size`            | int        | The maximum size of each batch    | 256                             | `256`        |
-| `raise_on_failure`          | bool       | Whether to raise an exception if a failure occurs during processing | false | `false` |
+| `max_batch_size`            | integer        | The maximum size of each batch    | 256                             | `256`        |
+| `raise_on_failure`          | boolean       | Whether to raise an exception if a failure occurs during processing | false | `false` |
 | `group_by_columns`          | list       | The column names to group by when batching | ["col1", "col2"]                     | `[]`            |
-| `disable_max_batch_size`    | bool       | Whether to disable the `max_batch_size` and only batch by group     | false         | `false`         |
-| `timestamp_column_name`     | str        | The name of the timestamp column  | None                          | `None`          |
-| `timestamp_pattern`         | str        | The pattern to parse the timestamp column | None                    | `None`          |
-| `period`                    | str        | The period for grouping by timestamp | H                          | `D`           |
+| `disable_max_batch_size`    | boolean       | Whether to disable the `max_batch_size` and only batch by group     | false         | `false`         |
+| `timestamp_column_name`     | string        | The name of the timestamp column  | None                          | `None`          |
+| `timestamp_pattern`         | string        | The pattern to parse the timestamp column | None                    | `None`          |
+| `period`                    | string        | The period for grouping by timestamp | H                          | `D`           |
 
 
 ### Example JSON Configuration

From cde3d8fb17601d49ba755d72c05a12c3bf75fc6b Mon Sep 17 00:00:00 2001
From: Bhargav Suryadevara <bsuryadevara@nvidia.com>
Date: Wed, 12 Jul 2023 10:18:32 -0500
Subject: [PATCH 2/3] updated module docs

---
 docs/source/loaders/morpheus_loaders.md       |  3 +-
 .../spear_phishing/sp_email_enrichment.md     |  6 ++--
 .../spear_phishing/sp_inference_intent.md     | 22 +++++++-------
 .../sp_inference_sp_classifier.md             |  6 ++--
 .../spear_phishing/sp_label_and_score.md      |  4 +--
 .../spear_phishing/sp_preprocessing.md        |  6 ++--
 .../sp_sender_sketch_aggregator.md            |  4 +--
 .../sp_sender_sketch_query_constructor.md     |  4 +--
 .../spear_phishing/sp_sender_sketch_update.md |  4 +--
 .../sp_spear_phishing_post_inference.md       | 28 ++++++++---------
 .../sp_spear_phishing_pre_inference.md        | 30 +++++++++----------
 docs/source/modules/morpheus_modules.md       |  1 +
 12 files changed, 59 insertions(+), 59 deletions(-)

diff --git a/docs/source/loaders/morpheus_loaders.md b/docs/source/loaders/morpheus_loaders.md
index 3558ef8dbb..5a74426efb 100644
--- a/docs/source/loaders/morpheus_loaders.md
+++ b/docs/source/loaders/morpheus_loaders.md
@@ -21,8 +21,7 @@ Custom functions called "Loaders" can be utilized by the DataLoader Module to lo
 choose to register their own customized loader function and add it to a dataloader registry, which will then become
 accessible to the DataLoader module during module loading.
 
-**Note** :  Loaders receive configuration from the `load` task
-via [control message](../../source/control_message_guide.md) during runtime.
+**Note** :  Loaders receive configuration from the `load` task via control message during runtime.
 
 ## Core Loaders
 
diff --git a/docs/source/modules/examples/spear_phishing/sp_email_enrichment.md b/docs/source/modules/examples/spear_phishing/sp_email_enrichment.md
index 6cc25cc4a3..89106aaf13 100644
--- a/docs/source/modules/examples/spear_phishing/sp_email_enrichment.md
+++ b/docs/source/modules/examples/spear_phishing/sp_email_enrichment.md
@@ -28,8 +28,8 @@ This module performs spear phishing email enrichment.
 |--------------------------|------|---------------------------------------------------------------------|------------------------|---------------|
 | `sender_sketches`        | list | List of sender strings naming sender sketch inputs.                 | ["sender1", "sender2"] | `[]`          |
 | `intents`                | list | List of intent strings naming computed intent inputs.               | ["intent1", "intent2"] | `[]`          |
-| `raise_on_failure`       | bool | Indicate if we should treat processing errors as pipeline failures. | false                  | `false`       |
-| `token_length_threshold` | int  | Minimum token length to use when computing syntax similarity        | 5                      | None          |
+| `raise_on_failure`       | boolean | Indicate if we should treat processing errors as pipeline failures. | false                  | `false`       |
+| `token_length_threshold` | integer  | Minimum token length to use when computing syntax similarity        | 5                      | None          |
 
 ### Example JSON Configuration
 
@@ -39,4 +39,4 @@ This module performs spear phishing email enrichment.
   "intents": ["intent1", "intent2"],
   "raise_on_failure": false,
   "token_length_threshold": 5
-}
\ No newline at end of file
+}
diff --git a/docs/source/modules/examples/spear_phishing/sp_inference_intent.md b/docs/source/modules/examples/spear_phishing/sp_inference_intent.md
index 7267ad8bd2..1e47267a3e 100644
--- a/docs/source/modules/examples/spear_phishing/sp_inference_intent.md
+++ b/docs/source/modules/examples/spear_phishing/sp_inference_intent.md
@@ -26,16 +26,16 @@ Infers an 'intent' for a given email body.
 
 | Parameter          | Type | Description                             | Example Value         | Default Value           |
 |--------------------|------|-----------------------------------------|-----------------------|-------------------------|
-| `intent`           | str  | The intent for the model                | "classify"            | `None`                  |
-| `task`             | str  | The task for the model                  | "text-classification" | `"text-classification"` |
-| `model_path`       | str  | The path to the model                   | "/path/to/model"      | `None`                  |
-| `truncation`       | bool | If true, truncates inputs to max_length | true                  | `true`                  |
-| `max_length`       | int  | Maximum length for model input          | 512                   | `512`                   |
-| `batch_size`       | int  | The size of batches for processing      | 256                   | `256`                   |
-| `feature_col`      | str  | The feature column to use               | "body"                | `"body"`                |
-| `label_col`        | str  | The label column to use                 | "label"               | `"label"`               |
-| `device`           | int  | The device to run on                    | 0                     | `0`                     |
-| `raise_on_failure` | bool | If true, raise exceptions on failures   | false                 | `false`                 |
+| `intent`           | string  | The intent for the model                | "classify"            | `None`                  |
+| `task`             | string  | The task for the model                  | "text-classification" | `"text-classification"` |
+| `model_path`       | string  | The path to the model                   | "/path/to/model"      | `None`                  |
+| `truncation`       | boolean | If true, truncates inputs to max_length | true                  | `true`                  |
+| `max_length`       | integer  | Maximum length for model input          | 512                   | `512`                   |
+| `batch_size`       | integer  | The size of batches for processing      | 256                   | `256`                   |
+| `feature_col`      | string  | The feature column to use               | "body"                | `"body"`                |
+| `label_col`        | string  | The label column to use                 | "label"               | `"label"`               |
+| `device`           | integer  | The device to run on                    | 0                     | `0`                     |
+| `raise_on_failure` | boolean | If true, raise exceptions on failures   | false                 | `false`                 |
 
 ### Example JSON Configuration
 
@@ -51,4 +51,4 @@ Infers an 'intent' for a given email body.
   "label_col": "label",
   "device": 0,
   "raise_on_failure": false
-}
\ No newline at end of file
+}
diff --git a/docs/source/modules/examples/spear_phishing/sp_inference_sp_classifier.md b/docs/source/modules/examples/spear_phishing/sp_inference_sp_classifier.md
index e1844a20de..11d8c811a4 100644
--- a/docs/source/modules/examples/spear_phishing/sp_inference_sp_classifier.md
+++ b/docs/source/modules/examples/spear_phishing/sp_inference_sp_classifier.md
@@ -26,10 +26,10 @@ This module defines a setup for spear-phishing inference.
 
 | Parameter              | Type | Description                           | Example Value      | Default Value |
 |------------------------|------|---------------------------------------|--------------------|---------------|
-| `tracking_uri`         | str  | The tracking URI for the model        | "/path/to/uri"     | `None`        |
-| `registered_model`     | str  | The registered model for inference    | "model_1"          | `None`        |
+| `tracking_uri`         | string  | The tracking URI for the model        | "/path/to/uri"     | `None`        |
+| `registered_model`     | string  | The registered model for inference    | "model_1"          | `None`        |
 | `input_model_features` | list | The input features for the model      | ["feat1", "feat2"] | `[]`          |
-| `raise_on_failure`     | bool | If true, raise exceptions on failures | false              | `false`       |
+| `raise_on_failure`     | boolean | If true, raise exceptions on failures | false              | `false`       |
 
 ### Example JSON Configuration
 
diff --git a/docs/source/modules/examples/spear_phishing/sp_label_and_score.md b/docs/source/modules/examples/spear_phishing/sp_label_and_score.md
index d66003ecc3..048f3556d9 100644
--- a/docs/source/modules/examples/spear_phishing/sp_label_and_score.md
+++ b/docs/source/modules/examples/spear_phishing/sp_label_and_score.md
@@ -26,8 +26,8 @@ This module defines a setup for spear-phishing email scoring.
 
 | Parameter          | Type | Description                           | Example Value             | Default Value |
 |--------------------|------|---------------------------------------|---------------------------|---------------|
-| `scoring_config`   | dict | The scoring configuration             | {"method": "probability"} | `None`        |
-| `raise_on_failure` | bool | If true, raise exceptions on failures | false                     | `false`       |
+| `scoring_config`   | dictionary | The scoring configuration             | {"method": "probability"} | `None`        |
+| `raise_on_failure` | boolean | If true, raise exceptions on failures | false                     | `false`       |
 
 ### Example JSON Configuration
 
diff --git a/docs/source/modules/examples/spear_phishing/sp_preprocessing.md b/docs/source/modules/examples/spear_phishing/sp_preprocessing.md
index 0d8fa1a6bf..7444a94f6b 100644
--- a/docs/source/modules/examples/spear_phishing/sp_preprocessing.md
+++ b/docs/source/modules/examples/spear_phishing/sp_preprocessing.md
@@ -26,8 +26,8 @@ This module defines a pre-processing setup for the spear phishing inference pipe
 
 | Parameter          | Type | Description                                       | Example Value | Default Value |
 |--------------------|------|---------------------------------------------------|---------------|---------------|
-| `attach_uuid`      | bool | If true, attach a unique identifier to each input | true          | `false`       |
-| `raise_on_failure` | bool | If true, raise exceptions on failures             | false         | `false`       |
+| `attach_uuid`      | boolean | If true, attach a unique identifier to each input | true          | `false`       |
+| `raise_on_failure` | boolean | If true, raise exceptions on failures             | false         | `false`       |
 
 ### Example JSON Configuration
 
@@ -35,4 +35,4 @@ This module defines a pre-processing setup for the spear phishing inference pipe
 {
   "attach_uuid": false,
   "raise_on_failure": false
-}
\ No newline at end of file
+}
diff --git a/docs/source/modules/examples/spear_phishing/sp_sender_sketch_aggregator.md b/docs/source/modules/examples/spear_phishing/sp_sender_sketch_aggregator.md
index 6505b3397f..9ad5690560 100644
--- a/docs/source/modules/examples/spear_phishing/sp_sender_sketch_aggregator.md
+++ b/docs/source/modules/examples/spear_phishing/sp_sender_sketch_aggregator.md
@@ -33,7 +33,7 @@ This module aggregates sender sketches in the spear phishing detection pipeline.
 | Key                | Type  | Description                              | Example Value          | Default Value |
 |--------------------|-------|------------------------------------------|------------------------|---------------|
 | `sender_sketches`  | array | The list of sender sketches to aggregate | ["sketch1", "sketch2"] | `[]`          |
-| `raise_on_failure` | bool  | If true, raise exceptions on failures    | false                  | `false`       |
+| `raise_on_failure` | boolean  | If true, raise exceptions on failures    | false                  | `false`       |
 
 ### Example JSON Configuration
 
@@ -43,4 +43,4 @@ This module aggregates sender sketches in the spear phishing detection pipeline.
     "sender_sketches": [],
     "raise_on_failure": false
   }
-}
\ No newline at end of file
+}
diff --git a/docs/source/modules/examples/spear_phishing/sp_sender_sketch_query_constructor.md b/docs/source/modules/examples/spear_phishing/sp_sender_sketch_query_constructor.md
index 487efe7577..275039db67 100644
--- a/docs/source/modules/examples/spear_phishing/sp_sender_sketch_query_constructor.md
+++ b/docs/source/modules/examples/spear_phishing/sp_sender_sketch_query_constructor.md
@@ -27,11 +27,11 @@ This module constructs SQL sender sketch queries in the spear phishing detection
 
 | Parameter          | Type | Description                           | Example Value | Default Value |
 |--------------------|------|---------------------------------------|---------------|---------------|
-| `raise_on_failure` | bool | If true, raise exceptions on failures | false         | `false`       |
+| `raise_on_failure` | boolean | If true, raise exceptions on failures | false         | `false`       |
 
 ### Example JSON Configuration
 
 ```json
 {
   "raise_on_failure": false
-}
\ No newline at end of file
+}
diff --git a/docs/source/modules/examples/spear_phishing/sp_sender_sketch_update.md b/docs/source/modules/examples/spear_phishing/sp_sender_sketch_update.md
index 19d8005c5c..3581558b94 100644
--- a/docs/source/modules/examples/spear_phishing/sp_sender_sketch_update.md
+++ b/docs/source/modules/examples/spear_phishing/sp_sender_sketch_update.md
@@ -36,7 +36,7 @@ This module updates the sender sketch for spear phishing detection.
 | `endpoint`                    | string     | The endpoint configuration             | "http://my-endpoint.com" | `None`        |
 | `required_intents`            | list       | List of required intents               | ["intent1", "intent2"]   | `[]`          |
 | `sender_sketch_tables_config` | dictionary | Configuration for sender sketch tables | {"table1": "config1"}    | `{}`          |
-| `raise_on_failure`            | bool       | If true, raise exceptions on failures  | false                    | `false`       |
+| `raise_on_failure`            | boolean       | If true, raise exceptions on failures  | false                    | `false`       |
 
 ### Example JSON Configuration
 
@@ -48,4 +48,4 @@ This module updates the sender sketch for spear phishing detection.
     "sender_sketch_tables_config": {"table1": "config1"},
     "raise_on_failure": false
   }
-}
\ No newline at end of file
+}
diff --git a/docs/source/modules/examples/spear_phishing/sp_spear_phishing_post_inference.md b/docs/source/modules/examples/spear_phishing/sp_spear_phishing_post_inference.md
index 55d54f0206..e4980d54a0 100644
--- a/docs/source/modules/examples/spear_phishing/sp_spear_phishing_post_inference.md
+++ b/docs/source/modules/examples/spear_phishing/sp_spear_phishing_post_inference.md
@@ -25,37 +25,37 @@ label and score module, updates the sender sketch, and prepares the final output
 
 ## Configurable Parameters
 
-| Parameter              | Type | Description                                                                                                  | 
+| Parameter              | Type | Description                                                                                                  |
 |------------------------|------|--------------------------------------------------------------------------------------------------------------|
-| `scoring_config`       | dict | Configuration for scoring, can include custom parameters for the scoring module. See below for more details. |
-| `sender_sketch_config` | dict | Configuration for sender sketch module, including parameters such as endpoint details and sketch settings.   |
+| `scoring_config`       | dictionary | Configuration for scoring, can include custom parameters for the scoring module. See below for more details. |
+| `sender_sketch_config` | dictionary | Configuration for sender sketch module, including parameters such as endpoint details and sketch settings.   |
 
 #### `scoring_config`
 
 | Key                | Type  | Description                                                        |
 |--------------------|-------|--------------------------------------------------------------------|
 | `threshold`        | float | Detection threshold for scoring.                                   |
-| `scoring_type`     | str   | Type of scoring to use. Currently only "probability" is supported. |
-| `raise_on_failure` | bool  | If true, raise exceptions on failures. Default is False.           |
+| `scoring_type`     | string   | Type of scoring to use. Currently only "probability" is supported. |
+| `raise_on_failure` | boolean  | If true, raise exceptions on failures. Default is False.           |
 
 #### `sender_sketch_config`
 
 | Key                           | Type | Description                                                  | Default Value |
 |-------------------------------|------|--------------------------------------------------------------|---------------|
-| `endpoint`                    | dict | See `endpoint` subparameters                                 | `None`        |
+| `endpoint`                    | dictionary | See `endpoint` subparameters                                 | `None`        |
 | `sender_sketches`             | list | List of sender sketches                                      | `[]`          |
 | `required_intents`            | list | List of required intents                                     | `[]`          |
-| `raise_on_failure`            | bool | If true, raise exceptions on failures                        | `False`       |
+| `raise_on_failure`            | boolean | If true, raise exceptions on failures                        | `False`       |
 | `token_length_threshold`      | int  | Minimum token length to use when computing syntax similarity | `3`           |
-| `sender_sketch_tables_config` | dict | Configuration for sender sketch tables                       | `None`        |
+| `sender_sketch_tables_config` | dictionary | Configuration for sender sketch tables                       | `None`        |
 
 ##### `endpoint`
 
 | Key          | Type | Description                                |
 |--------------|------|--------------------------------------------|
-| `database`   | str  | Sender sketch database name                |
-| `drivername` | str  | Driver name for the sender sketch database |
-| `host`       | str  | Host of the sender sketch database         |
-| `port`       | str  | Port of the sender sketch database         |
-| `username`   | str  | Username for the sender sketch database    |
-| `password`   | str  | Password for the sender sketch database    |
+| `database`   | string  | Sender sketch database name                |
+| `drivername` | string  | Driver name for the sender sketch database |
+| `host`       | string  | Host of the sender sketch database         |
+| `port`       | string  | Port of the sender sketch database         |
+| `username`   | string  | Username for the sender sketch database    |
+| `password`   | string  | Password for the sender sketch database    |
diff --git a/docs/source/modules/examples/spear_phishing/sp_spear_phishing_pre_inference.md b/docs/source/modules/examples/spear_phishing/sp_spear_phishing_pre_inference.md
index aa9eb8f475..35d91f521f 100644
--- a/docs/source/modules/examples/spear_phishing/sp_spear_phishing_pre_inference.md
+++ b/docs/source/modules/examples/spear_phishing/sp_spear_phishing_pre_inference.md
@@ -27,36 +27,36 @@ required connections between modules.
 
 | Parameter              | Type | Description                              | Default Value |
 |------------------------|------|------------------------------------------|---------------|
-| `raise_on_failure`     | bool | If true, raise exceptions on failures    | `False`       |
-| `max_batch_size`       | int  | Maximum size of each batch               | `500`         |
-| `intent_config`        | dict | See `intent_config` subparameters        | `{}`          |
-| `sender_sketch_config` | dict | See `sender_sketch_config` subparameters | `None`        |
+| `raise_on_failure`     | boolean | If true, raise exceptions on failures    | `False`       |
+| `max_batch_size`       | integer  | Maximum size of each batch               | `500`         |
+| `intent_config`        | dictionary | See `intent_config` subparameters        | `{}`          |
+| `sender_sketch_config` | dictionary | See `sender_sketch_config` subparameters | `None`        |
 
 #### `intent_config`
 
 | Key                 | Type | Description                     | Default Value |
 |---------------------|------|---------------------------------|---------------|
 | `required_intents`  | list | List of required intents        | `[]`          |
-| `available_intents` | dict | Dictionary of available intents | `{}`          |
+| `available_intents` | dictionary | Dictionary of available intents | `{}`          |
 
 #### `sender_sketch_config`
 
 | Key                           | Type | Description                                                  | Default Value |
 |-------------------------------|------|--------------------------------------------------------------|---------------|
-| `endpoint`                    | dict | See `endpoint` subparameters                                 | `None`        |
+| `endpoint`                    | dictionary | See `endpoint` subparameters                                 | `None`        |
 | `sender_sketches`             | list | List of sender sketches                                      | `[]`          |
 | `required_intents`            | list | List of required intents                                     | `[]`          |
-| `raise_on_failure`            | bool | If true, raise exceptions on failures                        | `False`       |
-| `token_length_threshold`      | int  | Minimum token length to use when computing syntax similarity | `3`           |
-| `sender_sketch_tables_config` | dict | Configuration for sender sketch tables                       | `None`        |
+| `raise_on_failure`            | boolean | If true, raise exceptions on failures                        | `False`       |
+| `token_length_threshold`      | integer  | Minimum token length to use when computing syntax similarity | `3`           |
+| `sender_sketch_tables_config` | dictionary | Configuration for sender sketch tables                       | `None`        |
 
 ##### `endpoint`
 
 | Key          | Type | Description                                |
 |--------------|------|--------------------------------------------|
-| `database`   | str  | Sender sketch database name                |
-| `drivername` | str  | Driver name for the sender sketch database |
-| `host`       | str  | Host of the sender sketch database         |
-| `port`       | str  | Port of the sender sketch database         |
-| `username`   | str  | Username for the sender sketch database    |
-| `password`   | str  | Password for the sender sketch database    |
+| `database`   | string  | Sender sketch database name                |
+| `drivername` | string  | Driver name for the sender sketch database |
+| `host`       | string  | Host of the sender sketch database         |
+| `port`       | string  | Port of the sender sketch database         |
+| `username`   | string  | Username for the sender sketch database    |
+| `password`   | string  | Password for the sender sketch database    |
diff --git a/docs/source/modules/morpheus_modules.md b/docs/source/modules/morpheus_modules.md
index b59fa9d694..d2ef4bc6f4 100644
--- a/docs/source/modules/morpheus_modules.md
+++ b/docs/source/modules/morpheus_modules.md
@@ -26,6 +26,7 @@ limitations under the License.
 - [Filter Detections](./core/filter_detections.md)
 - [MLflow Model Writer](./core/mlflow_model_writer.md)
 - [Multiplexer](./core/multiplexer.md)
+- [Payload Batcher](./core/payload_batcher.md)
 - [Serializer](./core/serializer.md)
 - [To Control Message](./core/to_control_message.md)
 - [Write to File](./core/write_to_file.md)

From cdd3e666f47aefa46b9efe2c3bdce33d1c761f2d Mon Sep 17 00:00:00 2001
From: Bhargav Suryadevara <bsuryadevara@nvidia.com>
Date: Wed, 12 Jul 2023 10:33:21 -0500
Subject: [PATCH 3/3] updated module docs

---
 morpheus/utils/execution_chain.py | 21 ---------------------
 1 file changed, 21 deletions(-)

diff --git a/morpheus/utils/execution_chain.py b/morpheus/utils/execution_chain.py
index f2aea2ad64..0a88bd471e 100644
--- a/morpheus/utils/execution_chain.py
+++ b/morpheus/utils/execution_chain.py
@@ -15,27 +15,6 @@
 import inspect
 import typing
 
-# def execution_chain_annotations(*annotations):
-#    def inner_annotate(func):
-#        def wrapper(*args, **kwargs):
-#            _annocations = list(*annotations)
-#
-#            result = func(*args, **kwargs)
-#            signature = inspect.signature(func)
-#
-#            return {key: value for key, value in result.items() if key in signature.return_annotation}
-#
-#        return wrapper
-#
-#    return inner_annotate
-#
-#
-# @execution_chain_annotations("x", "y", "z")
-# def myfunc(a, b, c) -> (int, int, int):
-#    x, y, z = 1, 2, 3
-#
-#    return x, y, z
-
 
 class ExecutionChain:
     """