Skip to main content

bugs - Streaming`LazyList`Testing may have a leak



Bug introduced in 10.2 and fixed in 10.3


Version 10.2; Win64 Enterprise.


I'm seeing this message...



data::shdw: Symbol data appears in multiple contexts {Streaming`LazyList`Testing`, Global`}; definitions in context Streaming`LazyList`Testing` may shadow or be shadowed by other definitions.



... while executing some transformations on a big Dataset. I'm not convinced that I created the Global`data symbol explicitly; it's certainly the name of local symbols within Modules I have though.


I wonder though if there is a risk of a collision if I actually give data a value now.



Answer



UPDATE The behaviour no longer occurs in version 10.3.




Here are minimal reproduction steps, from a fresh 10.2.0 kernel:


Module[{data = {{1}}}, data // Dataset // Transpose]

(*
data::shdw: Symbol data appears in multiple contexts {Streaming`LazyList`Testing`,Global`};
definitions in context Streaming`LazyList`Testing` may shadow or
be shadowed by other definitions. >>
*)


After executing this, the $ContextPath looks suspicious:


$ContextPath

(* {"Streaming`LazyList`Testing`", "Streaming`", "StreamingLoader`",
"IconizeLoader`", "CloudObjectLoader`", "PacletManager`",
"System`", "Global`"} *)

Diagnosis


Upon further investigation, the problem appears to involve two causes. First, the streaming framework unconditionally loads and executes its test suite, adding it to the context path. To see this, inspect the following file:


NotebookOpen @ FileNameJoin @

{"SystemFiles","Components","Streaming","StreamingLoader.m"}

... and note the following lines near the top:


Get[FileNameJoin[{DirectoryName[$InputFileName],"TestDSL.m"}]];
Block[{$ContextPath},
Get[FileNameJoin[{DirectoryName[$InputFileName],"Tests.m"}]]
]

The second cause appears to be related to a cyclic dependency between the Streaming` and Dataset` packages (and possible between other packages as well). Dataset`$AvailableBackends contains an implicit reference to Streaming`CachedObject, triggering a load via Package`ActivateLoad. The Streaming` package, in turn, has an explicit dependency upon the Dataset` package.


Normally, the act of auto-loading a package makes no changes to the $ContextPath. The presence of cyclic dependencies has historically interfered with the preservation of this path, so I suspect that it is at least part of the problem here.



Partial Workaround


The effects of both problems can be reduced by pre-loading the Streaming` package as the first action of a new kernel session:


Quiet @ Block[{$ContextPath}, Needs["Streaming`"]]

This preloading action leaves us with a cleaner environment:


Module[{data = {{1}}}, data // Dataset // Transpose]
(* Dataset[...] *)

$ContextPath
(* {"StreamingLoader`", "IconizeLoader`", "CloudObjectLoader`",

"PacletManager`", "System`", "Global`"} *)

The observant reader will have noticed the presence of Quiet in the preloading step. It is needed to suppress another symbol conflict between System`ToCamelCase and GeneralUtilities`ToCamelCase. It would appear that there are similar auto-loading issues elsewhere. Therefore this solution can only really be considered as a partial work-around.


Comments

Popular posts from this blog

front end - keyboard shortcut to invoke Insert new matrix

I frequently need to type in some matrices, and the menu command Insert > Table/Matrix > New... allows matrices with lines drawn between columns and rows, which is very helpful. I would like to make a keyboard shortcut for it, but cannot find the relevant frontend token command (4209405) for it. Since the FullForm[] and InputForm[] of matrices with lines drawn between rows and columns is the same as those without lines, it's hard to do this via 3rd party system-wide text expanders (e.g. autohotkey or atext on mac). How does one assign a keyboard shortcut for the menu item Insert > Table/Matrix > New... , preferably using only mathematica? Thanks! Answer In the MenuSetup.tr (for linux located in the $InstallationDirectory/SystemFiles/FrontEnd/TextResources/X/ directory), I changed the line MenuItem["&New...", "CreateGridBoxDialog"] to read MenuItem["&New...", "CreateGridBoxDialog", MenuKey["m", Modifiers-...

How to thread a list

I have data in format data = {{a1, a2}, {b1, b2}, {c1, c2}, {d1, d2}} Tableform: I want to thread it to : tdata = {{{a1, b1}, {a2, b2}}, {{a1, c1}, {a2, c2}}, {{a1, d1}, {a2, d2}}} Tableform: And I would like to do better then pseudofunction[n_] := Transpose[{data2[[1]], data2[[n]]}]; SetAttributes[pseudofunction, Listable]; Range[2, 4] // pseudofunction Here is my benchmark data, where data3 is normal sample of real data. data3 = Drop[ExcelWorkBook[[Column1 ;; Column4]], None, 1]; data2 = {a #, b #, c #, d #} & /@ Range[1, 10^5]; data = RandomReal[{0, 1}, {10^6, 4}]; Here is my benchmark code kptnw[list_] := Transpose[{Table[First@#, {Length@# - 1}], Rest@#}, {3, 1, 2}] &@list kptnw2[list_] := Transpose[{ConstantArray[First@#, Length@# - 1], Rest@#}, {3, 1, 2}] &@list OleksandrR[list_] := Flatten[Outer[List, List@First[list], Rest[list], 1], {{2}, {1, 4}}] paradox2[list_] := Partition[Riffle[list[[1]], #], 2] & /@ Drop[list, 1] RM[list_] := FoldList[Transpose[{First@li...

dynamic - How can I make a clickable ArrayPlot that returns input?

I would like to create a dynamic ArrayPlot so that the rectangles, when clicked, provide the input. Can I use ArrayPlot for this? Or is there something else I should have to use? Answer ArrayPlot is much more than just a simple array like Grid : it represents a ranged 2D dataset, and its visualization can be finetuned by options like DataReversed and DataRange . These features make it quite complicated to reproduce the same layout and order with Grid . Here I offer AnnotatedArrayPlot which comes in handy when your dataset is more than just a flat 2D array. The dynamic interface allows highlighting individual cells and possibly interacting with them. AnnotatedArrayPlot works the same way as ArrayPlot and accepts the same options plus Enabled , HighlightCoordinates , HighlightStyle and HighlightElementFunction . data = {{Missing["HasSomeMoreData"], GrayLevel[ 1], {RGBColor[0, 1, 1], RGBColor[0, 0, 1], GrayLevel[1]}, RGBColor[0, 1, 0]}, {GrayLevel[0], GrayLevel...