script to update a doc page with chatgpt (#451)

Co-authored-by: burnettk <burnettk@users.noreply.github.com>

docs/Building_Diagrams/sub-processes_and_call_activities.md

@@ -1,41 +1,41 @@
 # Sub-Processes and Call Activities
 
-Both sub-processes and call activities are useful for simplifying and organizing complex workflows by organizing workflows within a larger process. 
+Sub-processes and call activities are both useful for simplifying and organizing complex workflows within larger processes. They have distinct purposes and are used in different scenarios.
 
-**Reasons to use a Sub-Processes or Call Activities:**
+**Reasons to use a Sub-Process or Call Activity:**
 
-- Consolidate tasks that have either common features or collaboratively form a distinct functionality. For instance, a Notification Gateway, which includes script tasks and a service task, works together to construct and send a notification like an email.
+- Consolidating tasks with common features or forming a distinct functionality, such as a Notification Gateway that constructs and sends notifications like emails.
 
-- Group tasks where a boundary event can be efficiently applied to the entire group. For instance, instead of individually assigning a condition or timer to each task, all tasks can be included within a sub-process or call activity, where the condition or timer inherently applies to all contained tasks.
+- Grouping tasks where a boundary event can efficiently be applied to the entire group, avoiding the need to assign conditions or timers individually to each task.
 
 ## Call Process
 
 ![active_call_process](images/active_call_process.png)
 
-A call process is similar to a sub-process in that it encapsulates part of a workflow, but it is designed to be reused across multiple different processes. It's essentially a stand-alone process that can be "called" into action as required by other processes. Using a call process can help to eliminate redundancy and ensure consistent execution of the process steps.
+A call process encapsulates part of a workflow and can be reused across multiple processes. It functions as a stand-alone process that can be called into action by other processes. Using a call process eliminates redundancy and ensures consistent execution of process steps.
 
 **When to use a Call Process:**
 
-- **Reusability** a certain set of activities is being reused in multiple main processes, it's a good idea to define it as a call process and reuse it whenever needed by calling the process.
+- **Reusability:** When a set of activities is reused in multiple main processes, defining it as a call process allows for easy reuse by calling the process.
 
-- **Reduce Complexity:** If your main process is becoming too complex, breaking it down into smaller, more manageable call processes can make it easier to understand and maintain.
+- **Reducing Complexity:** Breaking down a complex main process into smaller, manageable call processes can make it easier to understand and maintain.
 
-- **Version Control**: If a certain process may undergo changes over time but is used in multiple places, defining it as a call process allows you to make changes in one place and have those changes propagate to all instances where the process is used.
+- **Version Control:** If a process may undergo changes over time but is used in multiple places, defining it as a call process allows changes to be made in one place and propagated to all instances where the process is used.
 
-- **Delegation**: When different people or teams need to be responsible for the execution of tasks within a process, a call activity can be useful and can be assigned to the most appropriate person or team.
+- **Delegation:** When different individuals or teams are responsible for executing tasks within a process, a call activity can be assigned to the most appropriate person or team.
 
-- **Access Control**: If a specific segment of a process isn't meant to be available to every user, converting it into a call process can aid in establishing access control over that particular process. Additional information about this can be found in the [Admin and Permission](../DevOps_installation_integration/admin_and_permissions.md) section.
+- **Access Control:** If a specific segment of a process should not be available to every user, converting it into a call process helps establish access control. More information about this can be found in the [Admin and Permission](../DevOps_installation_integration/admin_and_permissions.md) section.
 
-## Sub-processes
+## Sub-Processes
 
 ![active_subtask](images/active_subprocess.png)
 
-Sub-processes are generally employed within a single process, whereas a call activity has the advantage of being reusable across multiple processes. If the conditions that warrant the use of a call activity, such as reusability, aren't necessary, a sub-process is usually the preferred option. 
+Sub-processes are typically used within a single process and are not reusable across multiple processes like call activities. When the conditions for reusability are not necessary, a sub-process is usually the preferred option.
 
-**When to use a sub process:**
+**When to use a Sub-Process:**
 
-- **Consolidate similar functionalities:** When you have a group of tasks that are closely related and work well together, but don't need to be used or replicated elsewhere in other processes. 
+- **Consolidating Similar Functionalities:** When a group of tasks are closely related and work well together, but do not need to be used or replicated elsewhere in other processes.
 
-- **Call activity is not required:** When these tasks don't meet the conditions needed for a call activity a sub-process can achieve the same goal.
+- **Not Requiring a Call Activity:** When tasks do not meet the conditions required for a call activity, a sub-process can achieve the same goal.
 
-- **Conditions or events needs to be applied:** When specific conditions or events, such as a timer event, need to be applied to a set of tasks, but these tasks do not collectively form a reusable workflow that can be called as a separate process. 
+- **Applying Conditions or Events:** When specific conditions or events, such as a timer event, need to be applied to a set of tasks that do not collectively form a reusable workflow that can be called as a separate process.

docs/bin/edit

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+
+function error_handler() {
+  >&2 echo "Exited with BAD EXIT CODE '${2}' in ${0} script at line: ${1}."
+  exit "$2"
+}
+trap 'error_handler ${LINENO} $?' ERR
+set -o errtrace -o errexit -o nounset -o pipefail
+
+gitc Building_Diagrams/sub-processes_and_call_activities.md
+python bin/gpt-proofread.py Building_Diagrams/sub-processes_and_call_activities.md
+mv Building_Diagrams/sub-processes_and_call_activities.qmd Building_Diagrams/sub-processes_and_call_activities.md

docs/bin/gpt-proofread.py

@@ -0,0 +1,97 @@
+# originally from https://mindfulmodeler.substack.com/p/proofreading-an-entire-book-with
+# and then modified for our use case.
+import sys
+import os
+from langchain.prompts import PromptTemplate
+from langchain.chat_models import ChatOpenAI
+from langchain.text_splitter import MarkdownTextSplitter
+from langchain.text_splitter import CharacterTextSplitter
+from langchain.prompts.chat import (
+    ChatPromptTemplate,
+    SystemMessagePromptTemplate,
+    HumanMessagePromptTemplate,
+)
+from langchain.schema import (
+    AIMessage,
+    HumanMessage,
+    SystemMessage
+)
+
+human_template = """
+{text}
+"""
+human_message_prompt = HumanMessagePromptTemplate.from_template(human_template)
+
+# system_text = """You are an expert technical editor specializing in business process management documentation written for enterprise software users. You are especially good at cutting clutter.
+#
+# - Improve grammar and language
+# - fix errors
+# - cut clutter
+# - keep tone and voice
+# - don't change markdown syntax, e.g. keep [@reference]
+# - never cut jokes
+# - output 1 line per sentence (same as input)
+# """
+
+# style ideas from 24 aug 2023:
+# - short and focused
+# - clear over fun
+# - brief over verbose
+
+system_text = """You are an expert technical editor specializing in business process management documentation written for enterprise software users.
+
+- Improve grammar and language
+- fix errors
+- keep tone and voice
+- don't change markdown syntax, e.g. keep [@reference]
+- do not remove entire sentences
+- never cut jokes
+- output 1 line per sentence (same as input)
+"""
+
+system_prompt = SystemMessage(content=system_text)
+
+openai_api_key = os.environ.get("OPENAI_API_KEY")
+if openai_api_key is None:
+    keyfile = "oai.key"
+    with open(keyfile, 'r') as f:
+        openai_api_key = f.read().strip()
+
+# model = "gpt-4"
+model = "gpt-3.5-turbo"
+
+# If you get timeouts, you might have to increase timeout parameter
+llm = ChatOpenAI(openai_api_key=openai_api_key, model=model, request_timeout=240)
+
+def process_file(input_file):
+    output_file = os.path.splitext(input_file)[0] + ".qmd"
+
+    with open(input_file, 'r') as f:
+        content = f.read()
+    
+    # Markdown splitter didn't work so well
+    # splitter = MarkdownTextSplitter(chunk_size=1000, chunk_overlap=0)
+
+    # FIXME: actually split
+    # splitter = CharacterTextSplitter.from_tiktoken_encoder(chunk_size=1000, chunk_overlap=0)
+    # docs = splitter.split_text(content)
+    docs = [content]
+
+    print("Split into {} docs".format(len(docs)))
+    chat_prompt = ChatPromptTemplate.from_messages([system_prompt, human_message_prompt])
+
+    with open(output_file, 'w') as f:
+        for doc in docs:
+            print(f"doc: {doc}")
+            result = llm(chat_prompt.format_prompt(text=doc).to_messages())
+            print(result.content)
+            f.write(result.content + '\n')
+
+    print(f"Edited file saved as {output_file}")
+
+if __name__ == "__main__":
+    if len(sys.argv) < 2:
+        print("Usage: python script.py input_file")
+    else:
+        input_file = sys.argv[1]
+        process_file(input_file)