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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of datatypes
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datatypes Examples and Code Snippets
def function(func=None,
input_signature=None,
autograph=True,
jit_compile=None,
reduce_retracing=False,
experimental_implements=None,
experimental_autograph_options=None,
def matmul(a,
b,
transpose_a=False,
transpose_b=False,
adjoint_a=False,
adjoint_b=False,
a_is_sparse=False,
b_is_sparse=False,
output_type=None,
name=N
def matvec(a,
b,
transpose_a=False,
adjoint_a=False,
a_is_sparse=False,
b_is_sparse=False,
name=None):
"""Multiplies matrix `a` by vector `b`, producing `a` * `b`.
The matrix `a`
Community Discussions
Trending Discussions on datatypes
QUESTION
This is a question about traversing mutually recursive data types. I am modeling ASTs for a bunch of mutually recursive datatypes using Indexed Functor as described in this gist here. This works well enough for my intended purposes.
Now I need to transform my data structure with data flowing top-down. here is an SoF question asked in the context of Functor where it's shown that the carrier of the algebra can be a function that allows one to push data down during traversal. However, I am struggling to use this technique with Indexed Functor. I think my data type needs to be altered but I am not sure how.
Here is some code that illustrates my problem. Please note, that I am not including mutually recursive types or multiple indexes as I don't need them to illustrate the issue.
setDepth should change every (IntF n) to (IntF depth). The function as written won't type check because kind ‘AstIdx -> *’ doesn't match ‘Int -> Expr ix’. Maybe I am missing something but I don't see a way to get around this without relaxing the kind of f to be less restrictive in IxFunctor but that seems wrong.
Any thoughts, suggestions or pointers welcome!
...ANSWER
Answered 2022-Apr-01 at 22:53I'm assuming here that you're trying to set each IntF
node to its depth within the tree (like the byDepthF
function from the linked question) rather than to some fixed integer argument named depth
.
If so, I think you're probably looking for something like the following:
QUESTION
Is there something like Show (deriving Show) that only uses an algebraic datatype's constructors? (please don't mind that I'm using the word constructor, I don't know the right name...)
The reason for this question is that with many of my algebraic datatypes I don't want to bother with making their contents also derive Show, but I still want to gain some debug information about the constructor used without having to implement showing every constructor...
An alternative could be a function that gives me the constructors name, that I can use in my own implementation of show.
This of course needs to do some compiler magic (auto deriving) because the whole idea behind is to not have to explicitely implement every data constructors string representation.
...ANSWER
Answered 2022-Jan-18 at 16:35For a type with a Data.Data.Data
instance, this function is easy: it's merely
QUESTION
I'm just getting into BIML and have written some Scripts to creat a few DTSX-Packages. In general the most things are working. But one thing makes me crazy.
I have an ODBC-Source (PostgreSQL). From there I'm getting data out of a table using an ODBC-Source. The table has a text-Column (Name of the column is "description"). I cast this column to varchar(4000) in the query in the ODBC-Source (I know that there will be truncation, but it's ok). If I do this manually in Visual Studio the Advanced Editor of the ODBC-Source is showing "Unicode string [DT_WSTR]" with a Length of 4000 both for the External and the Output-Column. So there everything is fine. But if I do the same things with BIML and generate the SSIS-Package the External-Column will still say "Unicode string [DT_WSTR]" with a Length of 4000, but the Output-Column is telling "Unicode text stream [DT_NTEXT]". So the mapping done by BIML differs from the Mapping done by SSIS (manually). This is causing two things (warnings):
- A Warning that metadata has changed and should be synced
- And a Warning that the Source uses LOB-Columns and is set to Row by Row-Fetch..
Both warnings are not cool. But the second one also causes a drasticaly degredation in Performance! If I set the cast to varchar(255) the Mapping is fine (External- and Output-Column is then "Unicode string [DT_WSTR]" with a Length of 255). But as soon as I go higher, like varchar(256) it's again treated as [DT_NTEXT] in the Output.
Is there anything I can do about this? I invested days in the Evaluation of BIML and find many things an increase in Quality of Life, but this issue is killing it. It defeats the purpose of BIML if I have to correct the Errors of BIML manually after every Build.
Does anyone know how I can solve this Issue? A correct automatic Mapping between External- and Output-Columns would be great, but at least the option to define the Mapping myself would be ok.
Any Help is appreciated!
Greetings Marco
Edit As requested a Minimal Example for better understanding:
- The column in the ODBC Source (Postegres) has the type "text" (Columnname: description)
- I select it in a ODBC-Source with this Query (DirectInput):
SELECT description::varchar(4000) from mySourceTable
- The ODBC-Source in Biml looks like this:
SELECT description::varchar(4000) from mySourceTable
- If I now generate the dtsx-Package the ODBC-Source throws the above mentioned warnings with the above mentioned Datatypes for External and Output-Column
ANSWER
Answered 2022-Feb-18 at 07:48As mentioned in the comment before I got an answer from another direction:
You have to use DataflowOverrides in the ODBC-Source in BIML. For my example you have to do something like this:
QUESTION
I am having three association tables back to back. That means item_level_1 have many item_level_2 and item_level_2 have many item_level_3. I used a search query to find any parent or child having a name containing the search text. That means if I type abc
, then I need to return all parent or child with full details(parents and children). But in my case, if item_level_3 has abc
in the name, it returns the parent details, but it just only returns the specific child with abc
from item_level_3. I need to return all children inside item_level_3 where the same parent.
I am using MySQL database in AWS with node
I checked https://sequelize.org/master/manual/eager-loading.html#complex-where-clauses-at-the-top-level and tried different combinations. But not help. I might miss something. But I cannot find it.
...ANSWER
Answered 2022-Jan-03 at 19:16Unfortunately i think a subquery is unavoidable. You need to find lvl_2 ids first from the matching lvl_3 items.
QUESTION
I am trying to encode a small lambda calculus with algebraic datatypes in Scheme. I want it to use lazy evaluation, for which I tried to use the primitives delay
and force
. However, this has a large negative impact on the performance of evaluation: the execution time on a small test case goes up by a factor of 20x.
While I did not expect laziness to speed up this particular test case, I did not expect a huge slowdown either. My question is thus: What is causing this huge overhead with lazy evaluation, and how can I avoid this problem while still getting lazy evaluation? I would already be happy to get within 2x the execution time of the strict version, but faster is of course always better.
Below are the strict and lazy versions of the test case I used. The test deals with natural numbers in unary notation: it constructs a sequence of 2^24
suc
s followed by a zero
and then destructs the result again. The lazy version was constructed from the strict version by adding delay
and force
in appropriate places, and adding let
-bindings to avoid forcing an argument more than once. (I also tried a version where zero
and suc
were strict but other functions were lazy, but this was even slower than the fully lazy version so I omitted it here.)
I compiled both programs using compile-file
in Chez Scheme 9.5 and executed the resulting .so
files with petite --program
. Execution time (user only) for the strict version was 0.578s, while the lazy version takes 11,891s, which is almost exactly 20x slower.
ANSWER
Answered 2021-Dec-28 at 16:24This sounds very like a problem that crops up in Haskell from time to time. The problem is one of garbage collection.
There are two ways that this can go. Firstly, the lazy list can be consumed as it is used, so that the amount of memory consumed is limited. Or, secondly, the lazy list can be evaluated in a way that it remains in memory all of the time, with one end of the list pinned in place because it is still being used - the garbage collector objects to this and spends a lot of time trying to deal with this situation.
Haskell can be as fast as C, but requires the calculation to be strict for this to be possible.
I don't entirely understand the code, but it appears to be recursively creating a longer and longer list, which is then evaluated. Do you have the tools to measure the amount of memory that the garbage collector is having to deal with, and how much time the garbage collector runs for?
QUESTION
I would like to convert a pandas dataframe to a multi key dictionary, using 2 ore more columns as the dictionary key, and I would like these keys to be order irrelevant.
Here's an example of converting a pandas dictionary to a regular multi-key dictionary, where order is relevant.
...ANSWER
Answered 2021-Dec-25 at 01:46You're forgetting to loop over df_dict.items()
instead of just df_dict
;)
QUESTION
I've got an application where the EDM datatypes are generated during the runtime of the application (they can even change during runtime). Based loosely on OData DynamicEDMModelCreation Sample - refactored to use the new endpoint routing. There the EDM model is dynamically generated at runtime and all requests are forwarded to the same controller.
Now I wanted to update to the newest ASP.NET Core OData 8.0 and the whole routing changed so that the current workaround does not work anymore.
I've read the two blog posts of the update Blog1Blog2 and it seems that I can't use the "old" workaround anymore as the function MapODataRoute() within the endpoints is now gone. It also seems that none of the built-in routing convention work for my use-case as all require the EDM model to be present at debug time.
Maybe I can use a custom IODataControllerActionConvention. I tried to active the convention by adding it to the Routing Convention but it seems I'm still missing a piece how to activate it.
...ANSWER
Answered 2021-Dec-20 at 06:21So after 5 days of internal OData debugging I managed to get it to work. Here are the necessary steps:
First remove all OData calls/attributes from your controller/configure services which might do funky stuff (ODataRoutingAttribute
or AddOData()
)
Create a simple asp.net controller with the route to your liking and map it in the endpoints
QUESTION
I'm trying to use the SQLProvider for MS SQL Server with F#, but it appears that it's not possible with the recommended setup.
See my module below:
...ANSWER
Answered 2021-Dec-16 at 21:36Run from command line:
dotnet add package microsoft.data.sqlclient
then change Common.DatabaseProviderTypes.MSSQLSERVER
to Common.DatabaseProviderTypes.MSSQLSERVER_DYNAMIC
QUESTION
In fortran you can define a default value for a variable on declaration which can be overwritten later in the code, also giving default values for all entries in an derived type array as follows:
...ANSWER
Answered 2021-Dec-14 at 17:43First a note on terminology: in a statement like
QUESTION
I have a dataframe which I created from a dictionary like so:
pd.DataFrame.from_dict(dict1, dtype=str)
however , the datatypes for all fields are showing up as "Object"
I want to convert some of the columns to int and/or float, but I am unable to do it even after trying several ways.
I have tried the following ways :
...ANSWER
Answered 2021-Dec-05 at 09:51the problem i can see here is that you have a " in the string. The correct represntation of your string is "268641". A dirty fix would be:
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