A Dystopian World Building

	from sdtk import com_sdtk_api_GitAPI

	def printer(data, reader):
	    print(reader.toArrayOfNativeMaps(None))

	com_sdtk_api_GitAPI.reposAPI().retrieveData({"owner": "Vis-LLC"}, printer)

	from sdtk import com_sdtk_api_GitAPI

	def printer(data, reader):
	    print(reader.toArrayOfNativeMaps(None))

	com_sdtk_api_GitAPI.branchesAPI().retrieveData({"owner": "Vis-LLC", "repo": "Simple-Data-Toolkit"}, printer)

	from sdtk import com_sdtk_api_GitAPI

	def printer(data, reader):
	    print(reader.toArrayOfNativeMaps(None))

	com_sdtk_api_GitAPI.filesAPI().retrieveData({"owner": "Vis-LLC", "repo": "Simple-Data-Toolkit", "branch": "main"}, printer)

	from sdtk import com_sdtk_api_GitAPI

	def printerData(data, reader):
	    print(data)

	com_sdtk_api_GitAPI.retrieveAPI().retrieveData({"owner": "Vis-LLC", "repo": "Simple-Data-Toolkit-UI", "branch": "main", "path": "index.html"}, printerData)

	from sdtk import com_sdtk_api_GitAPI

	def printerData(data, reader):
	    print(data)

	com_sdtk_api_GitAPI.instance().setKey("Personal Access Token Here").retrieveAPI().retrieveData({"owner": "Vis-LLC", "repo": "Simple-Data-Toolkit-UI", "branch": "main", "path": "index.html"}, printerData)

from sdtk import com_sdtk_api_ChatGPTAPI, com_sdtk_table_ArrayOfMapsReader

#Set

def callbackData(reader):
    print(reader.toArrayOfNativeMaps(None))

def callbackText(data):
    print(data)

users = [
    {"user_id": 1, "first_name": "Sally", "last_name": "Franklin"},
    {"user_id": 2, "first_name": "Lucas", "last_name": "Franklin"},
    {"user_id": 3, "first_name": "Joe", "last_name": "Romeo"},
    {"user_id": 4, "first_name": "Julie", "last_name": "Romeo"},
    {"user_id": 5, "first_name": "Lucia", "last_name": "Templeton"},
]

orders = [
    {"order_id": 1, "user_id": 3, "item_desc": "Book 1", "item_quantity": 2, "date": "2024-01-01"},
    {"order_id": 2, "user_id": 3, "item_desc": "Book 2", "item_quantity": 1, "date": "2024-02-01"},
    {"order_id": 3, "user_id": 3, "item_desc": "Book 3", "item_quantity": 3, "date": "2024-03-01"},
    {"order_id": 4, "user_id": 3, "item_desc": "Book 4", "item_quantity": 0, "date": "2024-04-01"},
    {"order_id": 5, "user_id": 3, "item_desc": "Book 5", "item_quantity": 4, "date": "2024-05-01"}
]

com_sdtk_api_ChatGPTAPI.queryAsReaderWithDataAPI().execute("What can we determine about the buying habits of all of our users?", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackData)
com_sdtk_api_ChatGPTAPI.queryWithDataAPI().execute("What can we determine about the buying habits of all of our users?  As a narrative.", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackText)

content = ""
with open('sample.html', 'r') as content_file:
    content = content_file.read()

com_sdtk_api_ChatGPTAPI.queryWithDataAPI().execute("We also have this document in HTML format on recent trends.\n" + content + "\n\nWhat can we determine about the buying habits of all of our users?  As a narrative.", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackText)

from sdtk import com_sdtk_api_ChatGPTAPI

def callback(data, reader):
    print(reader.toArrayOfNativeMaps(None))

com_sdtk_api_ChatGPTAPI.queryAsReaderAPI().retrieveData({ "query": "List all cities in the USA with known population." }, callback)

from sdtk import com_sdtk_api_ChatGPTAPI, com_sdtk_table_ArrayOfMapsReader

#Set

def callbackData(reader):
    print(reader.toArrayOfNativeMaps(None))

def callbackText(data):
    print(data)

users = [
    {"user_id": 1, "first_name": "Sally", "last_name": "Franklin"},
    {"user_id": 2, "first_name": "Lucas", "last_name": "Franklin"},
    {"user_id": 3, "first_name": "Joe", "last_name": "Romeo"},
    {"user_id": 4, "first_name": "Julie", "last_name": "Romeo"},
    {"user_id": 5, "first_name": "Lucia", "last_name": "Templeton"},
]

orders = [
    {"order_id": 1, "user_id": 3, "item_desc": "Book 1", "item_quantity": 2, "date": "2024-01-01"},
    {"order_id": 2, "user_id": 3, "item_desc": "Book 2", "item_quantity": 1, "date": "2024-02-01"},
    {"order_id": 3, "user_id": 3, "item_desc": "Book 3", "item_quantity": 3, "date": "2024-03-01"},
    {"order_id": 4, "user_id": 3, "item_desc": "Book 4", "item_quantity": 0, "date": "2024-04-01"},
    {"order_id": 5, "user_id": 3, "item_desc": "Book 5", "item_quantity": 4, "date": "2024-05-01"}
]

com_sdtk_api_ChatGPTAPI.queryAsReaderWithDataAPI().execute("What can we determine about the buying habits of all of our users?", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackData)
com_sdtk_api_ChatGPTAPI.queryWithDataAPI().execute("What can we determine about the buying habits of all of our users?  As a narrative.", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackText)

content = ""
with open('sample.html', 'r') as content_file:
    content = content_file.read()

com_sdtk_api_ChatGPTAPI.queryWithDataAPI().execute("We also have this document in HTML format on recent trends.\n" + content + "\n\nWhat can we determine about the buying habits of all of our users?  As a narrative.", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackText)

from sdtk import com_sdtk_api_ChatGPTAPI

def callback(data, reader):
    print(reader.toArrayOfNativeMaps(None))

com_sdtk_api_ChatGPTAPI.queryAsReaderAPI().retrieveData({ "query": "List all cities in the USA with known population." }, callback)

from sdtk import com_sdtk_api_ChatGPTAPI, com_sdtk_table_ArrayOfMapsReader

#Set

def callbackData(reader):
    print(reader.toArrayOfNativeMaps(None))

def callbackText(data):
    print(data)

users = [
    {"user_id": 1, "first_name": "Sally", "last_name": "Franklin"},
    {"user_id": 2, "first_name": "Lucas", "last_name": "Franklin"},
    {"user_id": 3, "first_name": "Joe", "last_name": "Romeo"},
    {"user_id": 4, "first_name": "Julie", "last_name": "Romeo"},
    {"user_id": 5, "first_name": "Lucia", "last_name": "Templeton"},
]

orders = [
    {"order_id": 1, "user_id": 3, "item_desc": "Book 1", "item_quantity": 2, "date": "2024-01-01"},
    {"order_id": 2, "user_id": 3, "item_desc": "Book 2", "item_quantity": 1, "date": "2024-02-01"},
    {"order_id": 3, "user_id": 3, "item_desc": "Book 3", "item_quantity": 3, "date": "2024-03-01"},
    {"order_id": 4, "user_id": 3, "item_desc": "Book 4", "item_quantity": 0, "date": "2024-04-01"},
    {"order_id": 5, "user_id": 3, "item_desc": "Book 5", "item_quantity": 4, "date": "2024-05-01"}
]

com_sdtk_api_ChatGPTAPI.queryAsReaderWithDataAPI().execute("What can we determine about the buying habits of all of our users?", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackData)
com_sdtk_api_ChatGPTAPI.queryWithDataAPI().execute("What can we determine about the buying habits of all of our users?  As a narrative.", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackText)

content = ""
with open('sample.html', 'r') as content_file:
    content = content_file.read()

com_sdtk_api_ChatGPTAPI.queryWithDataAPI().execute("We also have this document in HTML format on recent trends.\n" + content + "\n\nWhat can we determine about the buying habits of all of our users?  As a narrative.", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackText)

from sdtk import com_sdtk_api_ChatGPTAPI

def callback(data, reader):
    print(reader.toArrayOfNativeMaps(None))

com_sdtk_api_ChatGPTAPI.queryAsReaderAPI().retrieveData({ "query": "List all cities in the USA with known population." }, callback)

from sdtk import com_sdtk_api_ChatGPTAPI, com_sdtk_table_ArrayOfMapsReader

#Set

def callbackData(reader):
    print(reader.toArrayOfNativeMaps(None))

def callbackText(data):
    print(data)

users = [
    {"user_id": 1, "first_name": "Sally", "last_name": "Franklin"},
    {"user_id": 2, "first_name": "Lucas", "last_name": "Franklin"},
    {"user_id": 3, "first_name": "Joe", "last_name": "Romeo"},
    {"user_id": 4, "first_name": "Julie", "last_name": "Romeo"},
    {"user_id": 5, "first_name": "Lucia", "last_name": "Templeton"},
]

orders = [
    {"order_id": 1, "user_id": 3, "item_desc": "Book 1", "item_quantity": 2, "date": "2024-01-01"},
    {"order_id": 2, "user_id": 3, "item_desc": "Book 2", "item_quantity": 1, "date": "2024-02-01"},
    {"order_id": 3, "user_id": 3, "item_desc": "Book 3", "item_quantity": 3, "date": "2024-03-01"},
    {"order_id": 4, "user_id": 3, "item_desc": "Book 4", "item_quantity": 0, "date": "2024-04-01"},
    {"order_id": 5, "user_id": 3, "item_desc": "Book 5", "item_quantity": 4, "date": "2024-05-01"}
]

com_sdtk_api_ChatGPTAPI.queryAsReaderWithDataAPI().execute("What can we determine about the buying habits of all of our users?", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackData)
com_sdtk_api_ChatGPTAPI.queryWithDataAPI().execute("What can we determine about the buying habits of all of our users?  As a narrative.", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackText)

content = ""
with open('sample.html', 'r') as content_file:
    content = content_file.read()

com_sdtk_api_ChatGPTAPI.queryWithDataAPI().execute("We also have this document in HTML format on recent trends.\n" + content + "\n\nWhat can we determine about the buying habits of all of our users?  As a narrative.", None, {"Users": com_sdtk_table_ArrayOfMapsReader.readWholeArray(users), "Orders": com_sdtk_table_ArrayOfMapsReader.readWholeArray(orders)}, callbackText)

from sdtk import com_sdtk_api_ChatGPTAPI

def callback(data, reader):
    print(reader.toArrayOfNativeMaps(None))

com_sdtk_api_ChatGPTAPI.queryAsReaderAPI().retrieveData({ "query": "List all cities in the USA with known population." }, callback)