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using Apache.Arrow; | |
using Apache.Arrow.Types; | |
using Microsoft.Data.SqlClient; | |
using System.Data.Common; | |
using System.Data.SqlTypes; | |
namespace Loader | |
{ | |
internal class Program | |
{ |
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section AzStorage; | |
[DataSource.Kind="TableStorage"] | |
shared TableStorage.Contents = (url) => | |
Text.FromBinary(Web.Contents(url, [Headers=SignRequest(url)])); | |
[DataSource.Kind="TableStorage"] | |
shared FileStorage.Contents = (url) => | |
Text.FromBinary(Web.Contents(url, [Headers=SignRequestBlob(url)])); |
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(tableType as type, fn as function) => | |
let | |
TransformNode = (x) => Record.FromList(List.Transform(Record.FieldValues(x), TransformValue), Record.FieldNames(x)), | |
TransformValue = (x) => if x is record then TransformRecord(x) else if x is list then TransformList(x) else x, | |
TransformList = (x) => List.Transform(x, TransformValue), | |
TransformRecord = (x) => | |
if x = RowExpression.Row then [Kind="Row"] | |
else if x[Kind] = "Constant" then TransformConstant(x) | |
else TransformNode(x), | |
TransformConstant = (x) => if x[Value] is function and TryFunctionName(x[Value]) <> null then [Kind="Identifier", Name=TryFunctionName(x[Value])] |
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section Section1; | |
Detect1000Languages = (input as list) as list => | |
let | |
// TODO: support nulls, truncate text to avoid service limits | |
text = List.Buffer(input), | |
data = Table.FromColumns({text}, type table [text=text]), | |
indexed = Table.AddIndexColumn(data, "id", 1), | |
textId = Table.TransformColumnTypes(indexed, {{"id", type text}}), | |
body = [documents=Table.ReorderColumns(textId, {"id", "text"})], |
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let | |
Value.FixType = (value, optional depth) => | |
let | |
nextDepth = if depth = null then 3 else depth - 1, | |
result = if depth = 0 then null | |
else if value is type then TextType(value) | |
else if value is table then Table.TransformColumns(value, {}, @Value.FixType) | |
else if value is list then List.Transform(value, each @Value.FixType(_, nextDepth)) | |
else if value is record then | |
Record.FromList(List.Transform(Record.ToList(value), each @Value.FixType(_, nextDepth)), Record.FieldNames(value)) |
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let | |
Web.MultiPartPost = (url as text, parts as record) as binary => | |
let | |
unique = Text.NewGuid(), | |
boundary = "--" & unique, | |
crlf = "#(cr)#(lf)", | |
item = (name, value) => | |
let | |
filename = Value.Metadata(value)[name]?, | |
contentType = Value.Metadata(value)[type]?, |
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let | |
ByteToHex = (i as number) as text => | |
let | |
chars = "0123456789abcdef", | |
low = Text.Range(chars, Number.Mod(i, 16), 1), | |
high = Text.Range(chars, Number.RoundDown(i / 16), 1) | |
in high & low, | |
Json.EscapeChar = (text as text) as text => | |
if text = """" or text = "\" or text = "/" then "\" & text | |
else if Character.ToNumber(text) < 32 then "\u00" & ByteToHex(Character.ToNumber(text)) |
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let | |
EnforceTypes = (table as table, schema as table) as table => | |
let | |
map = (t) => if t = type list or t = type record or t = type any then null else t, | |
mapped = Table.TransformColumns(schema, {"Value", map}), | |
omitted = Table.SelectRows(mapped, each [Value] <> null), | |
transforms = Table.ToRows(omitted), | |
changedType = Table.TransformColumnTypes(table, transforms) | |
in | |
changedType, |
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let | |
data = Table.FromColumns({{1, 2, 3, 4, 5}, {"Left", "Right", "Center", "Left", "Right"}}), | |
filter = Table.FromColumns({{"Right", "Center"}}), | |
filterValues = filter[Column1], | |
filtered = Table.SelectRows(data, each List.Contains(filterValues, [Column2])) | |
in | |
filtered |
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