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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Api/ApiUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -20,7 +20,7 @@ private static OpCode GetAssignmentOpCode(Type t)
// REVIEW: This should be a Dictionary<Type, OpCode> based solution.
// DvTypes, strings, arrays, all nullable types, VBuffers and UInt128.
if (t == typeof(DvInt8) || t == typeof(DvInt4) || t == typeof(DvInt2) || t == typeof(DvInt1) ||
t == typeof(DvBool) || t == typeof(DvText) || t == typeof(string) || t.IsArray ||
t == typeof(DvBool) || t == typeof(ReadOnlyMemory<char>) || t == typeof(string) || t.IsArray ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(VBuffer<>)) ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(Nullable<>)) ||
t == typeof(DvDateTime) || t == typeof(DvDateTimeZone) || t == typeof(DvTimeSpan) || t == typeof(UInt128))
Expand Down
32 changes: 16 additions & 16 deletions src/Microsoft.ML.Api/DataViewConstructionUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -125,11 +125,11 @@ private Delegate CreateGetter(int index)
if (outputType.IsArray)
{
Ch.Assert(colType.IsVector);
// String[] -> VBuffer<DvText>
// String[] -> ReadOnlyMemory<char>
if (outputType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingArrayGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingArrayGetterDelegate<string, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory() );
}
else if (outputType.GetElementType() == typeof(int))
{
Expand DownExpand Up@@ -193,7 +193,7 @@ private Delegate CreateGetter(int index)
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> ReadOnlyMemory<char>?
Ch.Assert(outputType.IsGenericType);
Ch.Assert(outputType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(outputType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -204,9 +204,9 @@ private Delegate CreateGetter(int index)
{
if (outputType == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Ch.Assert(colType.IsText);
return CreateConvertingGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingGetterDelegate<String, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory());
}
else if (outputType == typeof(bool))
{
Expand DownExpand Up@@ -805,12 +805,12 @@ public override ValueGetter<TDst> GetGetter<TDst>()
var itemType = typeT.GetElementType();
var dstItemType = typeof(TDst).GetGenericArguments()[0];

// String[] -> VBuffer<DvText>
// String[] -> VBuffer<ReadOnlyMemory<char>>
if (itemType == typeof(string))
{
Contracts.Check(dstItemType == typeof(DvText));
Contracts.Check(dstItemType == typeof(ReadOnlyMemory<char>));

ValueGetter<VBuffer<DvText>> method = GetStringArray;
ValueGetter<VBuffer<ReadOnlyMemory<char>>> method = GetStringArray;
return method as ValueGetter<TDst>;
}

Expand All@@ -825,7 +825,7 @@ public override ValueGetter<TDst> GetGetter<TDst>()
if (MetadataType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?

Contracts.Assert(typeT.IsGenericType);
Contracts.Check(typeof(TDst).IsGenericType);
Expand All@@ -845,9 +845,9 @@ public override ValueGetter<TDst> GetGetter<TDst>()
{
if (typeT == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Contracts.Assert(MetadataType.IsText);
ValueGetter<DvText> m = GetString;
ValueGetter<ReadOnlyMemory<char>> m = GetString;
return m as ValueGetter<TDst>;
}
// T -> T
Expand All@@ -861,14 +861,14 @@ public class TElement
{
}

private void GetStringArray(ref VBuffer<DvText> dst)
private void GetStringArray(ref VBuffer<ReadOnlyMemory<char>> dst)
{
var value = (string[])(object)Value;
var n = Utils.Size(value);
dst = new VBuffer<DvText>(n, Utils.Size(dst.Values) < n ? new DvText[n] : dst.Values, dst.Indices);
dst = new VBuffer<ReadOnlyMemory<char>>(n, Utils.Size(dst.Values) < n ? new ReadOnlyMemory<char>[n] : dst.Values, dst.Indices);

for (int i = 0; i < n; i++)
dst.Values[i] = new DvText(value[i]);
dst.Values[i] = value[i].AsMemory();

}

Expand All@@ -890,9 +890,9 @@ private ValueGetter<VBuffer<TDst>> GetVBufferGetter<TDst>()
return (ref VBuffer<TDst> dst) => castValue.CopyTo(ref dst);
}

private void GetString(ref DvText dst)
private void GetString(ref ReadOnlyMemory<char> dst)
{
dst = new DvText((string)(object)Value);
dst = ((string)(object)Value).AsMemory();
}

private void GetDirectValue<TDst>(ref TDst dst)
Expand Down
1 change: 1 addition & 0 deletions src/Microsoft.ML.Api/Microsoft.ML.Api.csproj
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@

<ItemGroup>
<PackageReference Include="System.CodeDom" Version="$(SystemCodeDomPackageVersion)" />
<PackageReference Include="System.Memory" Version="4.5.1" />
<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
</ItemGroup>

Expand Down
10 changes: 5 additions & 5 deletions src/Microsoft.ML.Api/TypedCursor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -276,11 +276,11 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
if (fieldType.IsArray)
{
Ch.Assert(colType.IsVector);
// VBuffer<DvText> -> String[]
// VBuffer<ReadOnlyMemory<char>> -> String[]
if (fieldType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingVBufferSetter<DvText, string>(input, index, poke, peek, x => x.ToString());
return CreateConvertingVBufferSetter<ReadOnlyMemory<char>, string>(input, index, poke, peek, x => x.ToString());
}
else if (fieldType.GetElementType() == typeof(bool))
{
Expand DownExpand Up@@ -344,7 +344,7 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?
Ch.Assert(fieldType.IsGenericType);
Ch.Assert(fieldType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(fieldType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -355,10 +355,10 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
{
if (fieldType == typeof(string))
{
// DvText -> String
// ReadOnlyMemory<char> -> String
Ch.Assert(colType.IsText);
Ch.Assert(peek == null);
return CreateConvertingActionSetter<DvText, string>(input, index, poke, x => x.ToString());
return CreateConvertingActionSetter<ReadOnlyMemory<char>, string>(input, index, poke, x => x.ToString());
}
else if (fieldType == typeof(bool))
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Core/Data/ColumnType.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -341,7 +341,7 @@ public static TextType Instance
}

private TextType()
: base(typeof(DvText), DataKind.TX)
: base(typeof(ReadOnlyMemory<char>), DataKind.TX)
{
}

Expand Down
4 changes: 2 additions & 2 deletions src/Microsoft.ML.Core/Data/DataKind.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -161,7 +161,7 @@ public static Type ToType(this DataKind kind)
case DataKind.R8:
return typeof(Double);
case DataKind.TX:
return typeof(DvText);
return typeof(ReadOnlyMemory<char>);
case DataKind.BL:
return typeof(DvBool);
case DataKind.TS:
Expand DownExpand Up@@ -205,7 +205,7 @@ public static bool TryGetDataKind(this Type type, out DataKind kind)
kind = DataKind.R4;
else if (type == typeof(Double)|| type == typeof(Double?))
kind = DataKind.R8;
else if (type == typeof(DvText))
else if (type == typeof(ReadOnlyMemory<char>) || type == typeof(string))
kind = DataKind.TX;
else if (type == typeof(DvBool) || type == typeof(bool) || type == typeof(bool?))
kind = DataKind.BL;
Expand Down
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Api/ApiUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -20,7 +20,7 @@ private static OpCode GetAssignmentOpCode(Type t)
// REVIEW: This should be a Dictionary<Type, OpCode> based solution.
// DvTypes, strings, arrays, all nullable types, VBuffers and UInt128.
if (t == typeof(DvInt8) || t == typeof(DvInt4) || t == typeof(DvInt2) || t == typeof(DvInt1) ||
t == typeof(DvBool) || t == typeof(DvText) || t == typeof(string) || t.IsArray ||
t == typeof(DvBool) || t == typeof(ReadOnlyMemory<char>) || t == typeof(string) || t.IsArray ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(VBuffer<>)) ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(Nullable<>)) ||
t == typeof(DvDateTime) || t == typeof(DvDateTimeZone) || t == typeof(DvTimeSpan) || t == typeof(UInt128))
Expand Down
32 changes: 16 additions & 16 deletions src/Microsoft.ML.Api/DataViewConstructionUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -125,11 +125,11 @@ private Delegate CreateGetter(int index)
if (outputType.IsArray)
{
Ch.Assert(colType.IsVector);
// String[] -> VBuffer<DvText>
// String[] -> ReadOnlyMemory<char>
if (outputType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingArrayGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingArrayGetterDelegate<string, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory() );
}
else if (outputType.GetElementType() == typeof(int))
{
Expand DownExpand Up@@ -193,7 +193,7 @@ private Delegate CreateGetter(int index)
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> ReadOnlyMemory<char>?
Ch.Assert(outputType.IsGenericType);
Ch.Assert(outputType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(outputType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -204,9 +204,9 @@ private Delegate CreateGetter(int index)
{
if (outputType == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Ch.Assert(colType.IsText);
return CreateConvertingGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingGetterDelegate<String, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory());
}
else if (outputType == typeof(bool))
{
Expand DownExpand Up@@ -805,12 +805,12 @@ public override ValueGetter<TDst> GetGetter<TDst>()
var itemType = typeT.GetElementType();
var dstItemType = typeof(TDst).GetGenericArguments()[0];

// String[] -> VBuffer<DvText>
// String[] -> VBuffer<ReadOnlyMemory<char>>
if (itemType == typeof(string))
{
Contracts.Check(dstItemType == typeof(DvText));
Contracts.Check(dstItemType == typeof(ReadOnlyMemory<char>));

ValueGetter<VBuffer<DvText>> method = GetStringArray;
ValueGetter<VBuffer<ReadOnlyMemory<char>>> method = GetStringArray;
return method as ValueGetter<TDst>;
}

Expand All@@ -825,7 +825,7 @@ public override ValueGetter<TDst> GetGetter<TDst>()
if (MetadataType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?

Contracts.Assert(typeT.IsGenericType);
Contracts.Check(typeof(TDst).IsGenericType);
Expand All@@ -845,9 +845,9 @@ public override ValueGetter<TDst> GetGetter<TDst>()
{
if (typeT == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Contracts.Assert(MetadataType.IsText);
ValueGetter<DvText> m = GetString;
ValueGetter<ReadOnlyMemory<char>> m = GetString;
return m as ValueGetter<TDst>;
}
// T -> T
Expand All@@ -861,14 +861,14 @@ public class TElement
{
}

private void GetStringArray(ref VBuffer<DvText> dst)
private void GetStringArray(ref VBuffer<ReadOnlyMemory<char>> dst)
{
var value = (string[])(object)Value;
var n = Utils.Size(value);
dst = new VBuffer<DvText>(n, Utils.Size(dst.Values) < n ? new DvText[n] : dst.Values, dst.Indices);
dst = new VBuffer<ReadOnlyMemory<char>>(n, Utils.Size(dst.Values) < n ? new ReadOnlyMemory<char>[n] : dst.Values, dst.Indices);

for (int i = 0; i < n; i++)
dst.Values[i] = new DvText(value[i]);
dst.Values[i] = value[i].AsMemory();

}

Expand All@@ -890,9 +890,9 @@ private ValueGetter<VBuffer<TDst>> GetVBufferGetter<TDst>()
return (ref VBuffer<TDst> dst) => castValue.CopyTo(ref dst);
}

private void GetString(ref DvText dst)
private void GetString(ref ReadOnlyMemory<char> dst)
{
dst = new DvText((string)(object)Value);
dst = ((string)(object)Value).AsMemory();
}

private void GetDirectValue<TDst>(ref TDst dst)
Expand Down
1 change: 1 addition & 0 deletions src/Microsoft.ML.Api/Microsoft.ML.Api.csproj
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@

<ItemGroup>
<PackageReference Include="System.CodeDom" Version="$(SystemCodeDomPackageVersion)" />
<PackageReference Include="System.Memory" Version="4.5.1" />
<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
</ItemGroup>

Expand Down
10 changes: 5 additions & 5 deletions src/Microsoft.ML.Api/TypedCursor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -276,11 +276,11 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
if (fieldType.IsArray)
{
Ch.Assert(colType.IsVector);
// VBuffer<DvText> -> String[]
// VBuffer<ReadOnlyMemory<char>> -> String[]
if (fieldType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingVBufferSetter<DvText, string>(input, index, poke, peek, x => x.ToString());
return CreateConvertingVBufferSetter<ReadOnlyMemory<char>, string>(input, index, poke, peek, x => x.ToString());
}
else if (fieldType.GetElementType() == typeof(bool))
{
Expand DownExpand Up@@ -344,7 +344,7 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?
Ch.Assert(fieldType.IsGenericType);
Ch.Assert(fieldType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(fieldType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -355,10 +355,10 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
{
if (fieldType == typeof(string))
{
// DvText -> String
// ReadOnlyMemory<char> -> String
Ch.Assert(colType.IsText);
Ch.Assert(peek == null);
return CreateConvertingActionSetter<DvText, string>(input, index, poke, x => x.ToString());
return CreateConvertingActionSetter<ReadOnlyMemory<char>, string>(input, index, poke, x => x.ToString());
}
else if (fieldType == typeof(bool))
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Core/Data/ColumnType.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -341,7 +341,7 @@ public static TextType Instance
}

private TextType()
: base(typeof(DvText), DataKind.TX)
: base(typeof(ReadOnlyMemory<char>), DataKind.TX)
{
}

Expand Down
4 changes: 2 additions & 2 deletions src/Microsoft.ML.Core/Data/DataKind.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -161,7 +161,7 @@ public static Type ToType(this DataKind kind)
case DataKind.R8:
return typeof(Double);
case DataKind.TX:
return typeof(DvText);
return typeof(ReadOnlyMemory<char>);
case DataKind.BL:
return typeof(DvBool);
case DataKind.TS:
Expand DownExpand Up@@ -205,7 +205,7 @@ public static bool TryGetDataKind(this Type type, out DataKind kind)
kind = DataKind.R4;
else if (type == typeof(Double)|| type == typeof(Double?))
kind = DataKind.R8;
else if (type == typeof(DvText))
else if (type == typeof(ReadOnlyMemory<char>) || type == typeof(string))
kind = DataKind.TX;
else if (type == typeof(DvBool) || type == typeof(bool) || type == typeof(bool?))
kind = DataKind.BL;
Expand Down
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Api/ApiUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -20,7 +20,7 @@ private static OpCode GetAssignmentOpCode(Type t)
// REVIEW: This should be a Dictionary<Type, OpCode> based solution.
// DvTypes, strings, arrays, all nullable types, VBuffers and UInt128.
if (t == typeof(DvInt8) || t == typeof(DvInt4) || t == typeof(DvInt2) || t == typeof(DvInt1) ||
t == typeof(DvBool) || t == typeof(DvText) || t == typeof(string) || t.IsArray ||
t == typeof(DvBool) || t == typeof(ReadOnlyMemory<char>) || t == typeof(string) || t.IsArray ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(VBuffer<>)) ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(Nullable<>)) ||
t == typeof(DvDateTime) || t == typeof(DvDateTimeZone) || t == typeof(DvTimeSpan) || t == typeof(UInt128))
Expand Down
32 changes: 16 additions & 16 deletions src/Microsoft.ML.Api/DataViewConstructionUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -125,11 +125,11 @@ private Delegate CreateGetter(int index)
if (outputType.IsArray)
{
Ch.Assert(colType.IsVector);
// String[] -> VBuffer<DvText>
// String[] -> ReadOnlyMemory<char>
if (outputType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingArrayGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingArrayGetterDelegate<string, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory() );
}
else if (outputType.GetElementType() == typeof(int))
{
Expand DownExpand Up@@ -193,7 +193,7 @@ private Delegate CreateGetter(int index)
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> ReadOnlyMemory<char>?
Ch.Assert(outputType.IsGenericType);
Ch.Assert(outputType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(outputType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -204,9 +204,9 @@ private Delegate CreateGetter(int index)
{
if (outputType == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Ch.Assert(colType.IsText);
return CreateConvertingGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingGetterDelegate<String, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory());
}
else if (outputType == typeof(bool))
{
Expand DownExpand Up@@ -805,12 +805,12 @@ public override ValueGetter<TDst> GetGetter<TDst>()
var itemType = typeT.GetElementType();
var dstItemType = typeof(TDst).GetGenericArguments()[0];

// String[] -> VBuffer<DvText>
// String[] -> VBuffer<ReadOnlyMemory<char>>
if (itemType == typeof(string))
{
Contracts.Check(dstItemType == typeof(DvText));
Contracts.Check(dstItemType == typeof(ReadOnlyMemory<char>));

ValueGetter<VBuffer<DvText>> method = GetStringArray;
ValueGetter<VBuffer<ReadOnlyMemory<char>>> method = GetStringArray;
return method as ValueGetter<TDst>;
}

Expand All@@ -825,7 +825,7 @@ public override ValueGetter<TDst> GetGetter<TDst>()
if (MetadataType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?

Contracts.Assert(typeT.IsGenericType);
Contracts.Check(typeof(TDst).IsGenericType);
Expand All@@ -845,9 +845,9 @@ public override ValueGetter<TDst> GetGetter<TDst>()
{
if (typeT == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Contracts.Assert(MetadataType.IsText);
ValueGetter<DvText> m = GetString;
ValueGetter<ReadOnlyMemory<char>> m = GetString;
return m as ValueGetter<TDst>;
}
// T -> T
Expand All@@ -861,14 +861,14 @@ public class TElement
{
}

private void GetStringArray(ref VBuffer<DvText> dst)
private void GetStringArray(ref VBuffer<ReadOnlyMemory<char>> dst)
{
var value = (string[])(object)Value;
var n = Utils.Size(value);
dst = new VBuffer<DvText>(n, Utils.Size(dst.Values) < n ? new DvText[n] : dst.Values, dst.Indices);
dst = new VBuffer<ReadOnlyMemory<char>>(n, Utils.Size(dst.Values) < n ? new ReadOnlyMemory<char>[n] : dst.Values, dst.Indices);

for (int i = 0; i < n; i++)
dst.Values[i] = new DvText(value[i]);
dst.Values[i] = value[i].AsMemory();

}

Expand All@@ -890,9 +890,9 @@ private ValueGetter<VBuffer<TDst>> GetVBufferGetter<TDst>()
return (ref VBuffer<TDst> dst) => castValue.CopyTo(ref dst);
}

private void GetString(ref DvText dst)
private void GetString(ref ReadOnlyMemory<char> dst)
{
dst = new DvText((string)(object)Value);
dst = ((string)(object)Value).AsMemory();
}

private void GetDirectValue<TDst>(ref TDst dst)
Expand Down
1 change: 1 addition & 0 deletions src/Microsoft.ML.Api/Microsoft.ML.Api.csproj
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@

<ItemGroup>
<PackageReference Include="System.CodeDom" Version="$(SystemCodeDomPackageVersion)" />
<PackageReference Include="System.Memory" Version="4.5.1" />
<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
</ItemGroup>

Expand Down
10 changes: 5 additions & 5 deletions src/Microsoft.ML.Api/TypedCursor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -276,11 +276,11 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
if (fieldType.IsArray)
{
Ch.Assert(colType.IsVector);
// VBuffer<DvText> -> String[]
// VBuffer<ReadOnlyMemory<char>> -> String[]
if (fieldType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingVBufferSetter<DvText, string>(input, index, poke, peek, x => x.ToString());
return CreateConvertingVBufferSetter<ReadOnlyMemory<char>, string>(input, index, poke, peek, x => x.ToString());
}
else if (fieldType.GetElementType() == typeof(bool))
{
Expand DownExpand Up@@ -344,7 +344,7 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?
Ch.Assert(fieldType.IsGenericType);
Ch.Assert(fieldType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(fieldType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -355,10 +355,10 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
{
if (fieldType == typeof(string))
{
// DvText -> String
// ReadOnlyMemory<char> -> String
Ch.Assert(colType.IsText);
Ch.Assert(peek == null);
return CreateConvertingActionSetter<DvText, string>(input, index, poke, x => x.ToString());
return CreateConvertingActionSetter<ReadOnlyMemory<char>, string>(input, index, poke, x => x.ToString());
}
else if (fieldType == typeof(bool))
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Core/Data/ColumnType.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -341,7 +341,7 @@ public static TextType Instance
}

private TextType()
: base(typeof(DvText), DataKind.TX)
: base(typeof(ReadOnlyMemory<char>), DataKind.TX)
{
}

Expand Down
4 changes: 2 additions & 2 deletions src/Microsoft.ML.Core/Data/DataKind.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -161,7 +161,7 @@ public static Type ToType(this DataKind kind)
case DataKind.R8:
return typeof(Double);
case DataKind.TX:
return typeof(DvText);
return typeof(ReadOnlyMemory<char>);
case DataKind.BL:
return typeof(DvBool);
case DataKind.TS:
Expand DownExpand Up@@ -205,7 +205,7 @@ public static bool TryGetDataKind(this Type type, out DataKind kind)
kind = DataKind.R4;
else if (type == typeof(Double)|| type == typeof(Double?))
kind = DataKind.R8;
else if (type == typeof(DvText))
else if (type == typeof(ReadOnlyMemory<char>) || type == typeof(string))
kind = DataKind.TX;
else if (type == typeof(DvBool) || type == typeof(bool) || type == typeof(bool?))
kind = DataKind.BL;
Expand Down
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Api/ApiUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -20,7 +20,7 @@ private static OpCode GetAssignmentOpCode(Type t)
// REVIEW: This should be a Dictionary<Type, OpCode> based solution.
// DvTypes, strings, arrays, all nullable types, VBuffers and UInt128.
if (t == typeof(DvInt8) || t == typeof(DvInt4) || t == typeof(DvInt2) || t == typeof(DvInt1) ||
t == typeof(DvBool) || t == typeof(DvText) || t == typeof(string) || t.IsArray ||
t == typeof(DvBool) || t == typeof(ReadOnlyMemory<char>) || t == typeof(string) || t.IsArray ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(VBuffer<>)) ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(Nullable<>)) ||
t == typeof(DvDateTime) || t == typeof(DvDateTimeZone) || t == typeof(DvTimeSpan) || t == typeof(UInt128))
Expand Down
32 changes: 16 additions & 16 deletions src/Microsoft.ML.Api/DataViewConstructionUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -125,11 +125,11 @@ private Delegate CreateGetter(int index)
if (outputType.IsArray)
{
Ch.Assert(colType.IsVector);
// String[] -> VBuffer<DvText>
// String[] -> ReadOnlyMemory<char>
if (outputType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingArrayGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingArrayGetterDelegate<string, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory() );
}
else if (outputType.GetElementType() == typeof(int))
{
Expand DownExpand Up@@ -193,7 +193,7 @@ private Delegate CreateGetter(int index)
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> ReadOnlyMemory<char>?
Ch.Assert(outputType.IsGenericType);
Ch.Assert(outputType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(outputType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -204,9 +204,9 @@ private Delegate CreateGetter(int index)
{
if (outputType == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Ch.Assert(colType.IsText);
return CreateConvertingGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingGetterDelegate<String, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory());
}
else if (outputType == typeof(bool))
{
Expand DownExpand Up@@ -805,12 +805,12 @@ public override ValueGetter<TDst> GetGetter<TDst>()
var itemType = typeT.GetElementType();
var dstItemType = typeof(TDst).GetGenericArguments()[0];

// String[] -> VBuffer<DvText>
// String[] -> VBuffer<ReadOnlyMemory<char>>
if (itemType == typeof(string))
{
Contracts.Check(dstItemType == typeof(DvText));
Contracts.Check(dstItemType == typeof(ReadOnlyMemory<char>));

ValueGetter<VBuffer<DvText>> method = GetStringArray;
ValueGetter<VBuffer<ReadOnlyMemory<char>>> method = GetStringArray;
return method as ValueGetter<TDst>;
}

Expand All@@ -825,7 +825,7 @@ public override ValueGetter<TDst> GetGetter<TDst>()
if (MetadataType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?

Contracts.Assert(typeT.IsGenericType);
Contracts.Check(typeof(TDst).IsGenericType);
Expand All@@ -845,9 +845,9 @@ public override ValueGetter<TDst> GetGetter<TDst>()
{
if (typeT == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Contracts.Assert(MetadataType.IsText);
ValueGetter<DvText> m = GetString;
ValueGetter<ReadOnlyMemory<char>> m = GetString;
return m as ValueGetter<TDst>;
}
// T -> T
Expand All@@ -861,14 +861,14 @@ public class TElement
{
}

private void GetStringArray(ref VBuffer<DvText> dst)
private void GetStringArray(ref VBuffer<ReadOnlyMemory<char>> dst)
{
var value = (string[])(object)Value;
var n = Utils.Size(value);
dst = new VBuffer<DvText>(n, Utils.Size(dst.Values) < n ? new DvText[n] : dst.Values, dst.Indices);
dst = new VBuffer<ReadOnlyMemory<char>>(n, Utils.Size(dst.Values) < n ? new ReadOnlyMemory<char>[n] : dst.Values, dst.Indices);

for (int i = 0; i < n; i++)
dst.Values[i] = new DvText(value[i]);
dst.Values[i] = value[i].AsMemory();

}

Expand All@@ -890,9 +890,9 @@ private ValueGetter<VBuffer<TDst>> GetVBufferGetter<TDst>()
return (ref VBuffer<TDst> dst) => castValue.CopyTo(ref dst);
}

private void GetString(ref DvText dst)
private void GetString(ref ReadOnlyMemory<char> dst)
{
dst = new DvText((string)(object)Value);
dst = ((string)(object)Value).AsMemory();
}

private void GetDirectValue<TDst>(ref TDst dst)
Expand Down
1 change: 1 addition & 0 deletions src/Microsoft.ML.Api/Microsoft.ML.Api.csproj
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@

<ItemGroup>
<PackageReference Include="System.CodeDom" Version="$(SystemCodeDomPackageVersion)" />
<PackageReference Include="System.Memory" Version="4.5.1" />
<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
</ItemGroup>

Expand Down
10 changes: 5 additions & 5 deletions src/Microsoft.ML.Api/TypedCursor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -276,11 +276,11 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
if (fieldType.IsArray)
{
Ch.Assert(colType.IsVector);
// VBuffer<DvText> -> String[]
// VBuffer<ReadOnlyMemory<char>> -> String[]
if (fieldType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingVBufferSetter<DvText, string>(input, index, poke, peek, x => x.ToString());
return CreateConvertingVBufferSetter<ReadOnlyMemory<char>, string>(input, index, poke, peek, x => x.ToString());
}
else if (fieldType.GetElementType() == typeof(bool))
{
Expand DownExpand Up@@ -344,7 +344,7 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?
Ch.Assert(fieldType.IsGenericType);
Ch.Assert(fieldType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(fieldType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -355,10 +355,10 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
{
if (fieldType == typeof(string))
{
// DvText -> String
// ReadOnlyMemory<char> -> String
Ch.Assert(colType.IsText);
Ch.Assert(peek == null);
return CreateConvertingActionSetter<DvText, string>(input, index, poke, x => x.ToString());
return CreateConvertingActionSetter<ReadOnlyMemory<char>, string>(input, index, poke, x => x.ToString());
}
else if (fieldType == typeof(bool))
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Core/Data/ColumnType.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -341,7 +341,7 @@ public static TextType Instance
}

private TextType()
: base(typeof(DvText), DataKind.TX)
: base(typeof(ReadOnlyMemory<char>), DataKind.TX)
{
}

Expand Down
4 changes: 2 additions & 2 deletions src/Microsoft.ML.Core/Data/DataKind.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -161,7 +161,7 @@ public static Type ToType(this DataKind kind)
case DataKind.R8:
return typeof(Double);
case DataKind.TX:
return typeof(DvText);
return typeof(ReadOnlyMemory<char>);
case DataKind.BL:
return typeof(DvBool);
case DataKind.TS:
Expand DownExpand Up@@ -205,7 +205,7 @@ public static bool TryGetDataKind(this Type type, out DataKind kind)
kind = DataKind.R4;
else if (type == typeof(Double)|| type == typeof(Double?))
kind = DataKind.R8;
else if (type == typeof(DvText))
else if (type == typeof(ReadOnlyMemory<char>) || type == typeof(string))
kind = DataKind.TX;
else if (type == typeof(DvBool) || type == typeof(bool) || type == typeof(bool?))
kind = DataKind.BL;
Expand Down
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Api/ApiUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -20,7 +20,7 @@ private static OpCode GetAssignmentOpCode(Type t)
// REVIEW: This should be a Dictionary<Type, OpCode> based solution.
// DvTypes, strings, arrays, all nullable types, VBuffers and UInt128.
if (t == typeof(DvInt8) || t == typeof(DvInt4) || t == typeof(DvInt2) || t == typeof(DvInt1) ||
t == typeof(DvBool) || t == typeof(DvText) || t == typeof(string) || t.IsArray ||
t == typeof(DvBool) || t == typeof(ReadOnlyMemory<char>) || t == typeof(string) || t.IsArray ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(VBuffer<>)) ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(Nullable<>)) ||
t == typeof(DvDateTime) || t == typeof(DvDateTimeZone) || t == typeof(DvTimeSpan) || t == typeof(UInt128))
Expand Down
32 changes: 16 additions & 16 deletions src/Microsoft.ML.Api/DataViewConstructionUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -125,11 +125,11 @@ private Delegate CreateGetter(int index)
if (outputType.IsArray)
{
Ch.Assert(colType.IsVector);
// String[] -> VBuffer<DvText>
// String[] -> ReadOnlyMemory<char>
if (outputType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingArrayGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingArrayGetterDelegate<string, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory() );
}
else if (outputType.GetElementType() == typeof(int))
{
Expand DownExpand Up@@ -193,7 +193,7 @@ private Delegate CreateGetter(int index)
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> ReadOnlyMemory<char>?
Ch.Assert(outputType.IsGenericType);
Ch.Assert(outputType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(outputType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -204,9 +204,9 @@ private Delegate CreateGetter(int index)
{
if (outputType == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Ch.Assert(colType.IsText);
return CreateConvertingGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingGetterDelegate<String, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory());
}
else if (outputType == typeof(bool))
{
Expand DownExpand Up@@ -805,12 +805,12 @@ public override ValueGetter<TDst> GetGetter<TDst>()
var itemType = typeT.GetElementType();
var dstItemType = typeof(TDst).GetGenericArguments()[0];

// String[] -> VBuffer<DvText>
// String[] -> VBuffer<ReadOnlyMemory<char>>
if (itemType == typeof(string))
{
Contracts.Check(dstItemType == typeof(DvText));
Contracts.Check(dstItemType == typeof(ReadOnlyMemory<char>));

ValueGetter<VBuffer<DvText>> method = GetStringArray;
ValueGetter<VBuffer<ReadOnlyMemory<char>>> method = GetStringArray;
return method as ValueGetter<TDst>;
}

Expand All@@ -825,7 +825,7 @@ public override ValueGetter<TDst> GetGetter<TDst>()
if (MetadataType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?

Contracts.Assert(typeT.IsGenericType);
Contracts.Check(typeof(TDst).IsGenericType);
Expand All@@ -845,9 +845,9 @@ public override ValueGetter<TDst> GetGetter<TDst>()
{
if (typeT == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Contracts.Assert(MetadataType.IsText);
ValueGetter<DvText> m = GetString;
ValueGetter<ReadOnlyMemory<char>> m = GetString;
return m as ValueGetter<TDst>;
}
// T -> T
Expand All@@ -861,14 +861,14 @@ public class TElement
{
}

private void GetStringArray(ref VBuffer<DvText> dst)
private void GetStringArray(ref VBuffer<ReadOnlyMemory<char>> dst)
{
var value = (string[])(object)Value;
var n = Utils.Size(value);
dst = new VBuffer<DvText>(n, Utils.Size(dst.Values) < n ? new DvText[n] : dst.Values, dst.Indices);
dst = new VBuffer<ReadOnlyMemory<char>>(n, Utils.Size(dst.Values) < n ? new ReadOnlyMemory<char>[n] : dst.Values, dst.Indices);

for (int i = 0; i < n; i++)
dst.Values[i] = new DvText(value[i]);
dst.Values[i] = value[i].AsMemory();

}

Expand All@@ -890,9 +890,9 @@ private ValueGetter<VBuffer<TDst>> GetVBufferGetter<TDst>()
return (ref VBuffer<TDst> dst) => castValue.CopyTo(ref dst);
}

private void GetString(ref DvText dst)
private void GetString(ref ReadOnlyMemory<char> dst)
{
dst = new DvText((string)(object)Value);
dst = ((string)(object)Value).AsMemory();
}

private void GetDirectValue<TDst>(ref TDst dst)
Expand Down
1 change: 1 addition & 0 deletions src/Microsoft.ML.Api/Microsoft.ML.Api.csproj
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@

<ItemGroup>
<PackageReference Include="System.CodeDom" Version="$(SystemCodeDomPackageVersion)" />
<PackageReference Include="System.Memory" Version="4.5.1" />
<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
</ItemGroup>

Expand Down
10 changes: 5 additions & 5 deletions src/Microsoft.ML.Api/TypedCursor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -276,11 +276,11 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
if (fieldType.IsArray)
{
Ch.Assert(colType.IsVector);
// VBuffer<DvText> -> String[]
// VBuffer<ReadOnlyMemory<char>> -> String[]
if (fieldType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingVBufferSetter<DvText, string>(input, index, poke, peek, x => x.ToString());
return CreateConvertingVBufferSetter<ReadOnlyMemory<char>, string>(input, index, poke, peek, x => x.ToString());
}
else if (fieldType.GetElementType() == typeof(bool))
{
Expand DownExpand Up@@ -344,7 +344,7 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?
Ch.Assert(fieldType.IsGenericType);
Ch.Assert(fieldType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(fieldType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -355,10 +355,10 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
{
if (fieldType == typeof(string))
{
// DvText -> String
// ReadOnlyMemory<char> -> String
Ch.Assert(colType.IsText);
Ch.Assert(peek == null);
return CreateConvertingActionSetter<DvText, string>(input, index, poke, x => x.ToString());
return CreateConvertingActionSetter<ReadOnlyMemory<char>, string>(input, index, poke, x => x.ToString());
}
else if (fieldType == typeof(bool))
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Core/Data/ColumnType.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -341,7 +341,7 @@ public static TextType Instance
}

private TextType()
: base(typeof(DvText), DataKind.TX)
: base(typeof(ReadOnlyMemory<char>), DataKind.TX)
{
}

Expand Down
4 changes: 2 additions & 2 deletions src/Microsoft.ML.Core/Data/DataKind.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -161,7 +161,7 @@ public static Type ToType(this DataKind kind)
case DataKind.R8:
return typeof(Double);
case DataKind.TX:
return typeof(DvText);
return typeof(ReadOnlyMemory<char>);
case DataKind.BL:
return typeof(DvBool);
case DataKind.TS:
Expand DownExpand Up@@ -205,7 +205,7 @@ public static bool TryGetDataKind(this Type type, out DataKind kind)
kind = DataKind.R4;
else if (type == typeof(Double)|| type == typeof(Double?))
kind = DataKind.R8;
else if (type == typeof(DvText))
else if (type == typeof(ReadOnlyMemory<char>) || type == typeof(string))
kind = DataKind.TX;
else if (type == typeof(DvBool) || type == typeof(bool) || type == typeof(bool?))
kind = DataKind.BL;
Expand Down
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Api/ApiUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -20,7 +20,7 @@ private static OpCode GetAssignmentOpCode(Type t)
// REVIEW: This should be a Dictionary<Type, OpCode> based solution.
// DvTypes, strings, arrays, all nullable types, VBuffers and UInt128.
if (t == typeof(DvInt8) || t == typeof(DvInt4) || t == typeof(DvInt2) || t == typeof(DvInt1) ||
t == typeof(DvBool) || t == typeof(DvText) || t == typeof(string) || t.IsArray ||
t == typeof(DvBool) || t == typeof(ReadOnlyMemory<char>) || t == typeof(string) || t.IsArray ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(VBuffer<>)) ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(Nullable<>)) ||
t == typeof(DvDateTime) || t == typeof(DvDateTimeZone) || t == typeof(DvTimeSpan) || t == typeof(UInt128))
Expand Down
32 changes: 16 additions & 16 deletions src/Microsoft.ML.Api/DataViewConstructionUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -125,11 +125,11 @@ private Delegate CreateGetter(int index)
if (outputType.IsArray)
{
Ch.Assert(colType.IsVector);
// String[] -> VBuffer<DvText>
// String[] -> ReadOnlyMemory<char>
if (outputType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingArrayGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingArrayGetterDelegate<string, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory() );
}
else if (outputType.GetElementType() == typeof(int))
{
Expand DownExpand Up@@ -193,7 +193,7 @@ private Delegate CreateGetter(int index)
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> ReadOnlyMemory<char>?
Ch.Assert(outputType.IsGenericType);
Ch.Assert(outputType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(outputType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -204,9 +204,9 @@ private Delegate CreateGetter(int index)
{
if (outputType == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Ch.Assert(colType.IsText);
return CreateConvertingGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingGetterDelegate<String, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory());
}
else if (outputType == typeof(bool))
{
Expand DownExpand Up@@ -805,12 +805,12 @@ public override ValueGetter<TDst> GetGetter<TDst>()
var itemType = typeT.GetElementType();
var dstItemType = typeof(TDst).GetGenericArguments()[0];

// String[] -> VBuffer<DvText>
// String[] -> VBuffer<ReadOnlyMemory<char>>
if (itemType == typeof(string))
{
Contracts.Check(dstItemType == typeof(DvText));
Contracts.Check(dstItemType == typeof(ReadOnlyMemory<char>));

ValueGetter<VBuffer<DvText>> method = GetStringArray;
ValueGetter<VBuffer<ReadOnlyMemory<char>>> method = GetStringArray;
return method as ValueGetter<TDst>;
}

Expand All@@ -825,7 +825,7 @@ public override ValueGetter<TDst> GetGetter<TDst>()
if (MetadataType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?

Contracts.Assert(typeT.IsGenericType);
Contracts.Check(typeof(TDst).IsGenericType);
Expand All@@ -845,9 +845,9 @@ public override ValueGetter<TDst> GetGetter<TDst>()
{
if (typeT == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Contracts.Assert(MetadataType.IsText);
ValueGetter<DvText> m = GetString;
ValueGetter<ReadOnlyMemory<char>> m = GetString;
return m as ValueGetter<TDst>;
}
// T -> T
Expand All@@ -861,14 +861,14 @@ public class TElement
{
}

private void GetStringArray(ref VBuffer<DvText> dst)
private void GetStringArray(ref VBuffer<ReadOnlyMemory<char>> dst)
{
var value = (string[])(object)Value;
var n = Utils.Size(value);
dst = new VBuffer<DvText>(n, Utils.Size(dst.Values) < n ? new DvText[n] : dst.Values, dst.Indices);
dst = new VBuffer<ReadOnlyMemory<char>>(n, Utils.Size(dst.Values) < n ? new ReadOnlyMemory<char>[n] : dst.Values, dst.Indices);

for (int i = 0; i < n; i++)
dst.Values[i] = new DvText(value[i]);
dst.Values[i] = value[i].AsMemory();

}

Expand All@@ -890,9 +890,9 @@ private ValueGetter<VBuffer<TDst>> GetVBufferGetter<TDst>()
return (ref VBuffer<TDst> dst) => castValue.CopyTo(ref dst);
}

private void GetString(ref DvText dst)
private void GetString(ref ReadOnlyMemory<char> dst)
{
dst = new DvText((string)(object)Value);
dst = ((string)(object)Value).AsMemory();
}

private void GetDirectValue<TDst>(ref TDst dst)
Expand Down
1 change: 1 addition & 0 deletions src/Microsoft.ML.Api/Microsoft.ML.Api.csproj
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@

<ItemGroup>
<PackageReference Include="System.CodeDom" Version="$(SystemCodeDomPackageVersion)" />
<PackageReference Include="System.Memory" Version="4.5.1" />
<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
</ItemGroup>

Expand Down
10 changes: 5 additions & 5 deletions src/Microsoft.ML.Api/TypedCursor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -276,11 +276,11 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
if (fieldType.IsArray)
{
Ch.Assert(colType.IsVector);
// VBuffer<DvText> -> String[]
// VBuffer<ReadOnlyMemory<char>> -> String[]
if (fieldType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingVBufferSetter<DvText, string>(input, index, poke, peek, x => x.ToString());
return CreateConvertingVBufferSetter<ReadOnlyMemory<char>, string>(input, index, poke, peek, x => x.ToString());
}
else if (fieldType.GetElementType() == typeof(bool))
{
Expand DownExpand Up@@ -344,7 +344,7 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?
Ch.Assert(fieldType.IsGenericType);
Ch.Assert(fieldType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(fieldType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -355,10 +355,10 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
{
if (fieldType == typeof(string))
{
// DvText -> String
// ReadOnlyMemory<char> -> String
Ch.Assert(colType.IsText);
Ch.Assert(peek == null);
return CreateConvertingActionSetter<DvText, string>(input, index, poke, x => x.ToString());
return CreateConvertingActionSetter<ReadOnlyMemory<char>, string>(input, index, poke, x => x.ToString());
}
else if (fieldType == typeof(bool))
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Core/Data/ColumnType.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -341,7 +341,7 @@ public static TextType Instance
}

private TextType()
: base(typeof(DvText), DataKind.TX)
: base(typeof(ReadOnlyMemory<char>), DataKind.TX)
{
}

Expand Down
4 changes: 2 additions & 2 deletions src/Microsoft.ML.Core/Data/DataKind.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -161,7 +161,7 @@ public static Type ToType(this DataKind kind)
case DataKind.R8:
return typeof(Double);
case DataKind.TX:
return typeof(DvText);
return typeof(ReadOnlyMemory<char>);
case DataKind.BL:
return typeof(DvBool);
case DataKind.TS:
Expand DownExpand Up@@ -205,7 +205,7 @@ public static bool TryGetDataKind(this Type type, out DataKind kind)
kind = DataKind.R4;
else if (type == typeof(Double)|| type == typeof(Double?))
kind = DataKind.R8;
else if (type == typeof(DvText))
else if (type == typeof(ReadOnlyMemory<char>) || type == typeof(string))
kind = DataKind.TX;
else if (type == typeof(DvBool) || type == typeof(bool) || type == typeof(bool?))
kind = DataKind.BL;
Expand Down
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Api/ApiUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -20,7 +20,7 @@ private static OpCode GetAssignmentOpCode(Type t)
// REVIEW: This should be a Dictionary<Type, OpCode> based solution.
// DvTypes, strings, arrays, all nullable types, VBuffers and UInt128.
if (t == typeof(DvInt8) || t == typeof(DvInt4) || t == typeof(DvInt2) || t == typeof(DvInt1) ||
t == typeof(DvBool) || t == typeof(DvText) || t == typeof(string) || t.IsArray ||
t == typeof(DvBool) || t == typeof(ReadOnlyMemory<char>) || t == typeof(string) || t.IsArray ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(VBuffer<>)) ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(Nullable<>)) ||
t == typeof(DvDateTime) || t == typeof(DvDateTimeZone) || t == typeof(DvTimeSpan) || t == typeof(UInt128))
Expand Down
32 changes: 16 additions & 16 deletions src/Microsoft.ML.Api/DataViewConstructionUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -125,11 +125,11 @@ private Delegate CreateGetter(int index)
if (outputType.IsArray)
{
Ch.Assert(colType.IsVector);
// String[] -> VBuffer<DvText>
// String[] -> ReadOnlyMemory<char>
if (outputType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingArrayGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingArrayGetterDelegate<string, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory() );
}
else if (outputType.GetElementType() == typeof(int))
{
Expand DownExpand Up@@ -193,7 +193,7 @@ private Delegate CreateGetter(int index)
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> ReadOnlyMemory<char>?
Ch.Assert(outputType.IsGenericType);
Ch.Assert(outputType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(outputType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -204,9 +204,9 @@ private Delegate CreateGetter(int index)
{
if (outputType == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Ch.Assert(colType.IsText);
return CreateConvertingGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingGetterDelegate<String, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory());
}
else if (outputType == typeof(bool))
{
Expand DownExpand Up@@ -805,12 +805,12 @@ public override ValueGetter<TDst> GetGetter<TDst>()
var itemType = typeT.GetElementType();
var dstItemType = typeof(TDst).GetGenericArguments()[0];

// String[] -> VBuffer<DvText>
// String[] -> VBuffer<ReadOnlyMemory<char>>
if (itemType == typeof(string))
{
Contracts.Check(dstItemType == typeof(DvText));
Contracts.Check(dstItemType == typeof(ReadOnlyMemory<char>));

ValueGetter<VBuffer<DvText>> method = GetStringArray;
ValueGetter<VBuffer<ReadOnlyMemory<char>>> method = GetStringArray;
return method as ValueGetter<TDst>;
}

Expand All@@ -825,7 +825,7 @@ public override ValueGetter<TDst> GetGetter<TDst>()
if (MetadataType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?

Contracts.Assert(typeT.IsGenericType);
Contracts.Check(typeof(TDst).IsGenericType);
Expand All@@ -845,9 +845,9 @@ public override ValueGetter<TDst> GetGetter<TDst>()
{
if (typeT == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Contracts.Assert(MetadataType.IsText);
ValueGetter<DvText> m = GetString;
ValueGetter<ReadOnlyMemory<char>> m = GetString;
return m as ValueGetter<TDst>;
}
// T -> T
Expand All@@ -861,14 +861,14 @@ public class TElement
{
}

private void GetStringArray(ref VBuffer<DvText> dst)
private void GetStringArray(ref VBuffer<ReadOnlyMemory<char>> dst)
{
var value = (string[])(object)Value;
var n = Utils.Size(value);
dst = new VBuffer<DvText>(n, Utils.Size(dst.Values) < n ? new DvText[n] : dst.Values, dst.Indices);
dst = new VBuffer<ReadOnlyMemory<char>>(n, Utils.Size(dst.Values) < n ? new ReadOnlyMemory<char>[n] : dst.Values, dst.Indices);

for (int i = 0; i < n; i++)
dst.Values[i] = new DvText(value[i]);
dst.Values[i] = value[i].AsMemory();

}

Expand All@@ -890,9 +890,9 @@ private ValueGetter<VBuffer<TDst>> GetVBufferGetter<TDst>()
return (ref VBuffer<TDst> dst) => castValue.CopyTo(ref dst);
}

private void GetString(ref DvText dst)
private void GetString(ref ReadOnlyMemory<char> dst)
{
dst = new DvText((string)(object)Value);
dst = ((string)(object)Value).AsMemory();
}

private void GetDirectValue<TDst>(ref TDst dst)
Expand Down
1 change: 1 addition & 0 deletions src/Microsoft.ML.Api/Microsoft.ML.Api.csproj
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@

<ItemGroup>
<PackageReference Include="System.CodeDom" Version="$(SystemCodeDomPackageVersion)" />
<PackageReference Include="System.Memory" Version="4.5.1" />
<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
</ItemGroup>

Expand Down
10 changes: 5 additions & 5 deletions src/Microsoft.ML.Api/TypedCursor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -276,11 +276,11 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
if (fieldType.IsArray)
{
Ch.Assert(colType.IsVector);
// VBuffer<DvText> -> String[]
// VBuffer<ReadOnlyMemory<char>> -> String[]
if (fieldType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingVBufferSetter<DvText, string>(input, index, poke, peek, x => x.ToString());
return CreateConvertingVBufferSetter<ReadOnlyMemory<char>, string>(input, index, poke, peek, x => x.ToString());
}
else if (fieldType.GetElementType() == typeof(bool))
{
Expand DownExpand Up@@ -344,7 +344,7 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?
Ch.Assert(fieldType.IsGenericType);
Ch.Assert(fieldType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(fieldType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -355,10 +355,10 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
{
if (fieldType == typeof(string))
{
// DvText -> String
// ReadOnlyMemory<char> -> String
Ch.Assert(colType.IsText);
Ch.Assert(peek == null);
return CreateConvertingActionSetter<DvText, string>(input, index, poke, x => x.ToString());
return CreateConvertingActionSetter<ReadOnlyMemory<char>, string>(input, index, poke, x => x.ToString());
}
else if (fieldType == typeof(bool))
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Core/Data/ColumnType.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -341,7 +341,7 @@ public static TextType Instance
}

private TextType()
: base(typeof(DvText), DataKind.TX)
: base(typeof(ReadOnlyMemory<char>), DataKind.TX)
{
}

Expand Down
4 changes: 2 additions & 2 deletions src/Microsoft.ML.Core/Data/DataKind.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -161,7 +161,7 @@ public static Type ToType(this DataKind kind)
case DataKind.R8:
return typeof(Double);
case DataKind.TX:
return typeof(DvText);
return typeof(ReadOnlyMemory<char>);
case DataKind.BL:
return typeof(DvBool);
case DataKind.TS:
Expand DownExpand Up@@ -205,7 +205,7 @@ public static bool TryGetDataKind(this Type type, out DataKind kind)
kind = DataKind.R4;
else if (type == typeof(Double)|| type == typeof(Double?))
kind = DataKind.R8;
else if (type == typeof(DvText))
else if (type == typeof(ReadOnlyMemory<char>) || type == typeof(string))
kind = DataKind.TX;
else if (type == typeof(DvBool) || type == typeof(bool) || type == typeof(bool?))
kind = DataKind.BL;
Expand Down
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Api/ApiUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -20,7 +20,7 @@ private static OpCode GetAssignmentOpCode(Type t)
// REVIEW: This should be a Dictionary<Type, OpCode> based solution.
// DvTypes, strings, arrays, all nullable types, VBuffers and UInt128.
if (t == typeof(DvInt8) || t == typeof(DvInt4) || t == typeof(DvInt2) || t == typeof(DvInt1) ||
t == typeof(DvBool) || t == typeof(DvText) || t == typeof(string) || t.IsArray ||
t == typeof(DvBool) || t == typeof(ReadOnlyMemory<char>) || t == typeof(string) || t.IsArray ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(VBuffer<>)) ||
(t.IsGenericType && t.GetGenericTypeDefinition() == typeof(Nullable<>)) ||
t == typeof(DvDateTime) || t == typeof(DvDateTimeZone) || t == typeof(DvTimeSpan) || t == typeof(UInt128))
Expand Down
32 changes: 16 additions & 16 deletions src/Microsoft.ML.Api/DataViewConstructionUtils.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -125,11 +125,11 @@ private Delegate CreateGetter(int index)
if (outputType.IsArray)
{
Ch.Assert(colType.IsVector);
// String[] -> VBuffer<DvText>
// String[] -> ReadOnlyMemory<char>
if (outputType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingArrayGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingArrayGetterDelegate<string, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory() );
}
else if (outputType.GetElementType() == typeof(int))
{
Expand DownExpand Up@@ -193,7 +193,7 @@ private Delegate CreateGetter(int index)
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> ReadOnlyMemory<char>?
Ch.Assert(outputType.IsGenericType);
Ch.Assert(outputType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(outputType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -204,9 +204,9 @@ private Delegate CreateGetter(int index)
{
if (outputType == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Ch.Assert(colType.IsText);
return CreateConvertingGetterDelegate<String, DvText>(index, x => x == null ? DvText.NA : new DvText(x));
return CreateConvertingGetterDelegate<String, ReadOnlyMemory<char>>(index, x => x != null ? x.AsMemory() : "".AsMemory());
}
else if (outputType == typeof(bool))
{
Expand DownExpand Up@@ -805,12 +805,12 @@ public override ValueGetter<TDst> GetGetter<TDst>()
var itemType = typeT.GetElementType();
var dstItemType = typeof(TDst).GetGenericArguments()[0];

// String[] -> VBuffer<DvText>
// String[] -> VBuffer<ReadOnlyMemory<char>>
if (itemType == typeof(string))
{
Contracts.Check(dstItemType == typeof(DvText));
Contracts.Check(dstItemType == typeof(ReadOnlyMemory<char>));

ValueGetter<VBuffer<DvText>> method = GetStringArray;
ValueGetter<VBuffer<ReadOnlyMemory<char>>> method = GetStringArray;
return method as ValueGetter<TDst>;
}

Expand All@@ -825,7 +825,7 @@ public override ValueGetter<TDst> GetGetter<TDst>()
if (MetadataType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?

Contracts.Assert(typeT.IsGenericType);
Contracts.Check(typeof(TDst).IsGenericType);
Expand All@@ -845,9 +845,9 @@ public override ValueGetter<TDst> GetGetter<TDst>()
{
if (typeT == typeof(string))
{
// String -> DvText
// String -> ReadOnlyMemory<char>
Contracts.Assert(MetadataType.IsText);
ValueGetter<DvText> m = GetString;
ValueGetter<ReadOnlyMemory<char>> m = GetString;
return m as ValueGetter<TDst>;
}
// T -> T
Expand All@@ -861,14 +861,14 @@ public class TElement
{
}

private void GetStringArray(ref VBuffer<DvText> dst)
private void GetStringArray(ref VBuffer<ReadOnlyMemory<char>> dst)
{
var value = (string[])(object)Value;
var n = Utils.Size(value);
dst = new VBuffer<DvText>(n, Utils.Size(dst.Values) < n ? new DvText[n] : dst.Values, dst.Indices);
dst = new VBuffer<ReadOnlyMemory<char>>(n, Utils.Size(dst.Values) < n ? new ReadOnlyMemory<char>[n] : dst.Values, dst.Indices);

for (int i = 0; i < n; i++)
dst.Values[i] = new DvText(value[i]);
dst.Values[i] = value[i].AsMemory();

}

Expand All@@ -890,9 +890,9 @@ private ValueGetter<VBuffer<TDst>> GetVBufferGetter<TDst>()
return (ref VBuffer<TDst> dst) => castValue.CopyTo(ref dst);
}

private void GetString(ref DvText dst)
private void GetString(ref ReadOnlyMemory<char> dst)
{
dst = new DvText((string)(object)Value);
dst = ((string)(object)Value).AsMemory();
}

private void GetDirectValue<TDst>(ref TDst dst)
Expand Down
1 change: 1 addition & 0 deletions src/Microsoft.ML.Api/Microsoft.ML.Api.csproj
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@

<ItemGroup>
<PackageReference Include="System.CodeDom" Version="$(SystemCodeDomPackageVersion)" />
<PackageReference Include="System.Memory" Version="4.5.1" />
<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
</ItemGroup>

Expand Down
10 changes: 5 additions & 5 deletions src/Microsoft.ML.Api/TypedCursor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -276,11 +276,11 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
if (fieldType.IsArray)
{
Ch.Assert(colType.IsVector);
// VBuffer<DvText> -> String[]
// VBuffer<ReadOnlyMemory<char>> -> String[]
if (fieldType.GetElementType() == typeof(string))
{
Ch.Assert(colType.ItemType.IsText);
return CreateConvertingVBufferSetter<DvText, string>(input, index, poke, peek, x => x.ToString());
return CreateConvertingVBufferSetter<ReadOnlyMemory<char>, string>(input, index, poke, peek, x => x.ToString());
}
else if (fieldType.GetElementType() == typeof(bool))
{
Expand DownExpand Up@@ -344,7 +344,7 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
else if (colType.IsVector)
{
// VBuffer<T> -> VBuffer<T>
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<DvText>?
// REVIEW: Do we care about accomodating VBuffer<string> -> VBuffer<ReadOnlyMemory<char>>?
Ch.Assert(fieldType.IsGenericType);
Ch.Assert(fieldType.GetGenericTypeDefinition() == typeof(VBuffer<>));
Ch.Assert(fieldType.GetGenericArguments()[0] == colType.ItemType.RawType);
Expand All@@ -355,10 +355,10 @@ private Action<TRow> GenerateSetter(IRow input, int index, InternalSchemaDefinit
{
if (fieldType == typeof(string))
{
// DvText -> String
// ReadOnlyMemory<char> -> String
Ch.Assert(colType.IsText);
Ch.Assert(peek == null);
return CreateConvertingActionSetter<DvText, string>(input, index, poke, x => x.ToString());
return CreateConvertingActionSetter<ReadOnlyMemory<char>, string>(input, index, poke, x => x.ToString());
}
else if (fieldType == typeof(bool))
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Core/Data/ColumnType.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -341,7 +341,7 @@ public static TextType Instance
}

private TextType()
: base(typeof(DvText), DataKind.TX)
: base(typeof(ReadOnlyMemory<char>), DataKind.TX)
{
}

Expand Down
4 changes: 2 additions & 2 deletions src/Microsoft.ML.Core/Data/DataKind.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -161,7 +161,7 @@ public static Type ToType(this DataKind kind)
case DataKind.R8:
return typeof(Double);
case DataKind.TX:
return typeof(DvText);
return typeof(ReadOnlyMemory<char>);
case DataKind.BL:
return typeof(DvBool);
case DataKind.TS:
Expand DownExpand Up@@ -205,7 +205,7 @@ public static bool TryGetDataKind(this Type type, out DataKind kind)
kind = DataKind.R4;
else if (type == typeof(Double)|| type == typeof(Double?))
kind = DataKind.R8;
else if (type == typeof(DvText))
else if (type == typeof(ReadOnlyMemory<char>) || type == typeof(string))
kind = DataKind.TX;
else if (type == typeof(DvBool) || type == typeof(bool) || type == typeof(bool?))
kind = DataKind.BL;
Expand Down
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