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let | |
// Your Sherweb APIs configuration keys, | |
// to generate those please click on the 'Security' section on the Cumulus left side panel, then on click the subsection 'APIs' & follow the instruction to create a new key. | |
Client_ID = Client_ID_Param, | |
Client_Secret = Client_Secret_Param, | |
Subscription_Key = Subscription_Key_Param, | |
// Year to star and end extracting invoice data. | |
// When you create your APIs KEy for the first time the System will generate invoices data for the last 36 months It may take a few yours to have those being generated. | |
// You also have the ability to access the current invoice data, of course this invoice will get updates. | |
// In this sample we haven't break the down the start/stop trigger at the month level. | |
StartYear = StartYear_Param, | |
EndYear = Date.Year(DateTime.LocalNow()), | |
Charges_Acquisition = | |
let | |
Years = Table.FromList( | |
{StartYear .. EndYear}, | |
Splitter.SplitByNothing(), | |
null, | |
null, | |
ExtraValues.Error | |
), | |
AddMonth = Table.AddColumn(Years, "Month", each {1 .. 12}), | |
ShowMonths = Table.ExpandListColumn(AddMonth, "Month"), | |
CreateDate = Table.AddColumn(ShowMonths, "Date", each #date([Column1], [Month], 1), type date), | |
#"Changed Type" = Table.TransformColumnTypes(CreateDate, {"Date", type text}), | |
// URL Column | |
URL = Table.AddColumn( | |
CreateToken, | |
"URL", | |
each "https://api.sherweb.com/distributor/v1/billing/payable-charges?date=" & [Date], | |
type text | |
), | |
// Fetching Token | |
Authkey = Json.Document( | |
Web.Contents( | |
"https://api.sherweb.com/auth/oidc/connect/token", | |
[ | |
Content = Text.ToBinary( | |
Uri.BuildQueryString( | |
[ | |
client_id = Client_ID, | |
client_secret = Client_Secret, | |
scope = "distributor", | |
grant_type = "client_credentials" | |
] | |
) | |
), | |
Headers = [ | |
#"Content-type" = "application/x-www-form-urlencoded", | |
Accept = "application/json", | |
#"Cache-Control" = "no-cache" | |
] | |
] | |
) | |
), | |
Parts = [token = Authkey[access_token]], | |
Bearer_Token = Parts[token], | |
CreateToken = Table.AddColumn(#"Changed Type", "Token", each Bearer_Token, type text) | |
in | |
// Acquiring API Data | |
URL, | |
Authkey = Json.Document( | |
Web.Contents( | |
"https://api.sherweb.com/auth/oidc/connect/token", | |
[ | |
Content = Text.ToBinary( | |
Uri.BuildQueryString( | |
[ | |
client_id = Client_ID, | |
client_secret = Client_Secret, | |
scope = "distributor", | |
grant_type = "client_credentials" | |
] | |
) | |
), | |
Headers = [ | |
#"Content-type" = "application/x-www-form-urlencoded", | |
Accept = "application/json", | |
#"Cache-Control" = "no-cache" | |
] | |
] | |
) | |
), | |
Parts = [token = Authkey[access_token]], | |
Acq_token = Parts[token], | |
#"Renamed First Column to ""Year""" = Table.RenameColumns( | |
Charges_Acquisition, | |
{{"Column1", "Year"}} | |
), | |
#"Added Custom Column ""API Output""" = Table.AddColumn( | |
#"Renamed First Column to ""Year""", | |
"API Output", | |
each ( | |
Json.Document( | |
Web.Contents( | |
[URL], | |
[ | |
Headers = [ | |
#"Content-type" = "application/x-www-form-urlencoded", | |
#"Accept" = "application/json", | |
#"Ocp-Apim-Subscription-Key" = Subscription_Key, | |
#"Authorization" = "bearer " & Acq_token | |
] | |
] | |
) | |
) | |
) | |
), | |
// Removal of Entries Without Data | |
#"Duplicated ""API Output"" Column" = Table.DuplicateColumn( | |
#"Added Custom Column ""API Output""", | |
"API Output", | |
"Existing Charges" | |
), | |
#"Expanded ""Existing Charges""" = Table.ExpandRecordColumn( | |
#"Duplicated ""API Output"" Column", | |
"Existing Charges", | |
{"charges"}, | |
{"Existing Charges Present"} | |
), | |
#"Extracted ""Existing Charges"" Values" = Table.TransformColumns( | |
#"Expanded ""Existing Charges""", | |
{"Existing Charges Present", each Text.Combine(List.Transform(_, Text.From)), type text} | |
), | |
#"Replaced Errors to [TRUE]" = Table.ReplaceErrorValues( | |
#"Extracted ""Existing Charges"" Values", | |
{{"Existing Charges Present", "TRUE"}} | |
), | |
#"Remove [Empty] rows from ""Existing Charges Present""" = Table.SelectRows( | |
#"Replaced Errors to [TRUE]", | |
each [Existing Charges Present] <> null and [Existing Charges Present] <> "" | |
), | |
// "API Output" as New Query and Data Model Construction | |
#"""API Output"" as New Query" = #"Remove [Empty] rows from ""Existing Charges Present"""[ | |
API Output | |
], | |
#"Converted ""API Output"" to Table" = Table.FromList( | |
#"""API Output"" as New Query", | |
Splitter.SplitByNothing(), | |
null, | |
null, | |
ExtraValues.Error | |
), | |
#"Expanded Resulting Column" = Table.ExpandRecordColumn( | |
#"Converted ""API Output"" to Table", | |
"Column1", | |
{"charges"}, | |
{"API Output Lists"} | |
), | |
#"Expanded ""API Output Lists"" to Records" = Table.ExpandListColumn( | |
#"Expanded Resulting Column", | |
"API Output Lists" | |
), | |
#"Expanded ""API Output Lists"" to Values" = Table.ExpandRecordColumn( | |
#"Expanded ""API Output Lists"" to Records", | |
"API Output Lists", | |
{ | |
"productId", | |
"productName", | |
"sku", | |
"chargeId", | |
"chargeName", | |
"chargeType", | |
"periodFrom", | |
"periodTo", | |
"quantity", | |
"listPrice", | |
"netPrice", | |
"netPriceProrated", | |
"subTotal", | |
"currency", | |
"isBilled", | |
"isProratable", | |
"invoice", | |
"tags" | |
} | |
), | |
#"Added Index" = Table.AddIndexColumn(#"Expanded ""API Output Lists"" to Values", "Index", 0, 1), | |
#"Reordered Columns" = Table.ReorderColumns( | |
#"Added Index", | |
{ | |
"Index", | |
"productId", | |
"productName", | |
"sku", | |
"chargeId", | |
"chargeName", | |
"chargeType", | |
"periodFrom", | |
"periodTo", | |
"quantity", | |
"listPrice", | |
"netPrice", | |
"netPriceProrated", | |
"subTotal", | |
"currency", | |
"isBilled", | |
"isProratable", | |
"invoice", | |
"tags" | |
} | |
), | |
#"Expanded invoice" = Table.ExpandRecordColumn( | |
#"Reordered Columns", | |
"invoice", | |
{"number", "date", "periodFrom", "periodTo"}, | |
{"number", "date", "periodFrom.1", "periodTo.1"} | |
), | |
#"Split ""date"" by Delimiter" = Table.SplitColumn( | |
#"Expanded invoice", | |
"date", | |
Splitter.SplitTextByDelimiter("T", QuoteStyle.Csv), | |
{"date.1", "date.2"} | |
), | |
#"Changed ""date"" Type to date" = Table.TransformColumnTypes( | |
#"Split ""date"" by Delimiter", | |
{{"date.1", type date}, {"date.2", type time}} | |
), | |
#"Removed ""date"" Column Slag" = Table.RemoveColumns( | |
#"Changed ""date"" Type to date", | |
{"date.2", "periodFrom.1", "periodTo.1"} | |
), | |
#"Renamed ""date"" Columns" = Table.RenameColumns( | |
#"Removed ""date"" Column Slag", | |
{{"date.1", "date"}} | |
), | |
#"Changed Type ""Quantity"" to number" = Table.TransformColumnTypes( | |
#"Renamed ""date"" Columns", | |
{{"quantity", Int64.Type}} | |
), | |
#"Expanded ""tags"" to List" = Table.ExpandListColumn( | |
#"Changed Type ""Quantity"" to number", | |
"tags" | |
), | |
#"Expanded ""tags"" from Records" = Table.ExpandRecordColumn( | |
#"Expanded ""tags"" to List", | |
"tags", | |
{"name", "value"}, | |
{"name", "value"} | |
), | |
#"Pivoted ""tags"" Column" = Table.Pivot( | |
#"Expanded ""tags"" from Records", | |
List.Distinct(#"Expanded ""tags"" from Records"[name]), | |
"name", | |
"value" | |
), | |
#"Split ""periodFrom"" by Delimiter" = Table.SplitColumn( | |
#"Pivoted ""tags"" Column", | |
"periodFrom", | |
Splitter.SplitTextByDelimiter("T", QuoteStyle.Csv), | |
{"periodFrom.1", "periodFrom.2"} | |
), | |
#"Changed ""periodFrom"" Type to date" = Table.TransformColumnTypes( | |
#"Split ""periodFrom"" by Delimiter", | |
{{"periodFrom.1", type date}, {"periodFrom.2", type time}} | |
), | |
#"Removed ""periodFrom"" slag" = Table.RemoveColumns( | |
#"Changed ""periodFrom"" Type to date", | |
{"periodFrom.2"} | |
), | |
#"Split ""periodTo"" by Delimiter" = Table.SplitColumn( | |
#"Removed ""periodFrom"" slag", | |
"periodTo", | |
Splitter.SplitTextByDelimiter("T", QuoteStyle.Csv), | |
{"periodTo.1", "periodTo.2"} | |
), | |
#"Changed ""periodTo"" Type to date" = Table.TransformColumnTypes( | |
#"Split ""periodTo"" by Delimiter", | |
{{"periodTo.1", type date}, {"periodTo.2", type time}} | |
), | |
#"Removed ""periodTo"" Slag" = Table.RemoveColumns( | |
#"Changed ""periodTo"" Type to date", | |
{"periodTo.2"} | |
), | |
#"Renamed ""periodFrom"" & ""periodTo""" = Table.RenameColumns( | |
#"Removed ""periodTo"" Slag", | |
{{"periodTo.1", "periodTo"}, {"periodFrom.1", "periodFrom"}} | |
), | |
#"Removed ""Index"" Column" = Table.RemoveColumns( | |
#"Renamed ""periodFrom"" & ""periodTo""", | |
{"Index"} | |
), | |
#"Changed Type" = Table.TransformColumnTypes( | |
#"Removed ""Index"" Column", | |
{ | |
{"subTotal", type number}, | |
{"netPriceProrated", type number}, | |
{"netPrice", type number}, | |
{"listPrice", type number} | |
} | |
) | |
in | |
#"Changed Type" |
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