formal | Elegant form management primitives for the react hooks era | Frontend Utils library
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kandi X-RAY | formal Summary
Elegant form management primitivesfor the react hooks era.
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formal Examples and Code Snippets
def split_compile_and_replicate(
computation: Callable[..., Any],
inputs: Optional[List[List[core_types.Tensor]]] = None,
infeed_queue: Optional[tpu_feed.InfeedQueue] = None,
device_assignment: Optional[device_assignment_lib.DeviceAss
def function(func=None,
input_signature=None,
autograph=True,
jit_compile=None,
reduce_retracing=False,
experimental_implements=None,
experimental_autograph_options=None,
def replicate(
computation: Callable[..., Any],
inputs: Optional[List[List[core_types.Tensor]]] = None,
infeed_queue: Optional[tpu_feed.InfeedQueue] = None,
device_assignment: Optional[device_assignment_lib.DeviceAssignment] = None,
Community Discussions
Trending Discussions on formal
QUESTION
Given an array, find maximum sum of smallest and second smallest elements chosen from all possible subarrays. More formally, if we write all (nC2) subarrays of array of size >=2 and find the sum of smallest and second smallest, then our answer will be maximum sum among them.
...ANSWER
Answered 2021-Jun-12 at 11:42The question is: Why are we guaranteed to always find the maximum sum if we only look at all subarrays of length two?
To answer that question, lets assume we have some array A. Inside that array, obviously, there has to be at least one subarray S for which the smallest and second smallest elements, let's call them X and Y, sum up to our result.
If these two elements are already next to each other, this means that there is a subarray of A of length two that will contain X and Y, and thus, if we only look at all the subarrays of length two, we will find X and Y and output X+Y.
However, the question is: Is there any way for our two elements X and Y to not be "neighbors" in S? Well, if this was the case, there obviously would need to be other numbers, lets call them Z0, Z1, ..., between them.
Obviously, for all these values, it would have to hold that Zi >= X and Zi >= Y, because in S, X and Y are the smallest and second smallest elements, so there can be no other numbers smaller than X or Y.
If any of the Zi were bigger than X or Y, this would mean that there would be a subarray of A that only included this bigger Zi plus its neighbor. In this subarray, Zi and its neighbor would be the smallest and second smallest elements, and they would sum up to a larger sum than X+Y, so our subarray S would not have been the subarray giving us our solution. This is a contradiction to our definition of S, so this can not happen.
So, all the Zi can not be smaller than X or Y, and they can not be bigger than X or Y. This only leaves one possibility: For X == Y, they could all be equal. But, in this case, we obviously also have a subarray of length 2 that sums up to our correct result.
So, in all cases, we can show that there has to be a subarray of length two where both elements sum up to our result, which is why the algorithm is correct.
QUESTION
Problem: I have a set of Thread
s some of which must take a priority to other in acquiring ReentrantLock
.
The solution: I can imagine to have a fair ReentrantLock
with 2 Condition
queues: lowPriority
and highPriority
. The point is highPriority
is signalled before lowPriority
. Taking into account fairness of ReentrantLock
it must happen that Thread
s blocked in highPriority
always go ahead of Thread
s blocked on lowPriority
.
Implementation:
...ANSWER
Answered 2021-Jun-11 at 22:26As I understand, for code
QUESTION
I usually hear the term vectorized functions in one of two ways:
- In a very high-level language when the data is passed all-at-once (or at least, in bulk chunks) to a lower-level library that does the calculations in faster way. An example of this would be python's use of
numpy
for array/LA-related stuff. - At the lowest level, when using a specific machine instruction or procedure that makes heavy use of them (such as YMM, ZMM, XMM register instructions).
However, it seems like the term is passed around quite generally, and I wanted to know if there's a third (or even more) ways in which it's used. And this would just be, for example, passing multiple values to a function rather than one (usually done via an array) for example:
...ANSWER
Answered 2021-Jun-10 at 20:43Vectorized code, in the context you seem to be referring to, normally means "an implementation that happens to make use of Single Instruction Multiple Data (SIMD) hardware instructions".
This can sometimes mean that someone manually wrote a version of a function that is equivalent to the canonical one, but happens to make use of SIMD. More often than not, it's something that the compiler does under the hood as part of its optimization passes.
In a very high-level language when the data is passed all-at-once (or at least, in bulk chunks) to a lower-level library that does the calculations in faster way. An example of this would be python's use of numpy for array/LA-related stuff.
That's simply not correct. The process of handing off a big chunk of data to some block of code that goes through it quickly is not vectorization in of itself.
You could say "Now that my code uses numpy, it's vectorized" and be sort of correct, but only transitively. A better way to put it would be "Now that my code uses numpy, it runs a lot faster because numpy is vectorized under the hood.". Importantly though, not all fast libraries to which big chunks of data are passed at once are vectorized.
...Code examples...
Since there is no SIMD instruction in sight in either example, then neither are vectorized yet. It might be true that the second version is more likely to lead to a vectorized program. If that's the case, then we'd say that the program is more vectorizable than the first. However, the program is not vectorized until the compiler makes it so.
QUESTION
It is my code in which I get the subcategories' names. But the problem is it shows data in an array form.
...ANSWER
Answered 2021-Jun-07 at 14:05Laravel collections can be imploded easily:
QUESTION
So I have a custom programming language, and in it I am doing some math formalization/modeling. In this instance I am doing basically this (a pseudo-javascript representation):
...ANSWER
Answered 2021-Jun-07 at 20:01Haskell leverages its type and type-class system to deal with polymorphic equality.
The relevant code is
QUESTION
The note below the PerformEval abstract operation says:
The eval code cannot instantiate variable or function bindings in the variable environment of the calling context that invoked the eval if the calling context is evaluating formal parameter initializers or if either the code of the calling context or the eval code is strict mode code. Instead such bindings are instantiated in a new VariableEnvironment that is only accessible to the eval code. Bindings introduced by let, const, or class declarations are always instantiated in a new LexicalEnvironment.
Question:
What is meant by "if the calling context is evaluating formal parameter initializers"? What is a "parameter initializer"?
There is only one other reference to the term "parameter initializer" in the spec in Note 3 of 9.2.10. This note says:
Parameter Initializers may contain direct eval expressions. Any top level declarations of such evals are only visible to the eval code (10.2). The creation of the environment for such declarations is described in 14.1.22.
I interpreted this as meaning that if a parameter initializer expression contains an eval call, then any variables created inside that eval call are not instantiated in the parameter scope. So, in the example below, I was expecting a ReferenceError
to be thrown since c
shouldn't be instantiated in the parameter scope:
ANSWER
Answered 2021-Jun-06 at 05:49Turns out you found a specification bug! I asked in TC39's Matrix chat and they've created a PR to remove this note:
https://github.com/tc39/ecma262/pull/2428
The behavior in the note used to be correct, but was removed in 2017 in https://github.com/tc39/ecma262/pull/1046
QUESTION
So I have a pretty simple dynamic programming solution to the "longest increasing subsequence" problem (find the longest subsequence of increasing elements in a given sequence, for instance for [1, 7, 2, 6, 4] it would be [1, 2, 4]), which can also find the actual subsequence (as opposed to just lenght):
...ANSWER
Answered 2021-Jun-04 at 02:57You are looking for a recursive formulation of the overlapping subproblems in your dynamic programming solution.
Let LONGEST(S,x)
be the longest increasing subsequence of the first x characters of the sequence S. The solution to the problem is then LONGEST(S,|S|)
.
Recursively (using 1-based indexing):
QUESTION
I trying to extract all arguments and their default options from a function (randomForestSRC::rfsrc
) to integrate it within another function. This is what I'm doing:
ANSWER
Answered 2021-Jun-03 at 14:58This will let you alter the defaults of the two parameters you sought to set at 500 and 333 in a new function with the same environment as the original rfsrc
. (You can do it in the original function, but that seems more dangerous.)
QUESTION
I have such a properties file:
...ANSWER
Answered 2021-Jun-01 at 11:55If you can change to properties file to a config-slurper valid format:
QUESTION
I am trying to implement infinite scrolling for documents stored in a MongoDB collection. Every document is a restaurant that has a numeric field rating
, so I am using the rating
field for sorting and showing restaurants with the highest rating first.
The problem is that the collection of the restaurants is not static. The ratings of the restaurants change in real time, therefore the order of the restaurants in the collection changes constantly. As a result, although I formally have the sorting key, it does not make much sense.
I am thinking of 2 solutions of the problem:
- Accept that the order of the restaurants may change slightly while someone is doing the infinite scrolling. Make the front end responsible for getting rid of possible duplicates. Accept that some of the restaurants may not appear during a scrolling at all. But that looks more like working around the problem instead of solving it.
- Only perform infinite scrolling against a static copy of the collection of restaurants. Update the static copy periodically (e.g., once a day) with the rating updates. But this approach seems overengineered. Also, what happens with the infinite scrolling at the moment when the static copy of the restaurants gets updated with the new ratings? Such scrolling will be broken as well because the problem with the changing order is still here, the order just does not change that frequently.
I am sure I am far not the first one who have faced this problem. After all, there are a lot of examples of infinite scrolling implementations out there, like Facebook or Instagram feeds. At the same time, all the articles I have read so far seem too superficial and covering only cases with infinite scrolling through static collections.
What is the right approach to deal with infinite scrolling for a collection that may change its order any time?
Thank you.
...ANSWER
Answered 2021-May-31 at 17:57Infinite scrolling, as commonly implemented, isn't a precision navigation method to begin with. Who are your users?
- Power users are likely to hate it (I do on github, facebook, etc.) hence won't be using it too much.
- Non-power users won't be able to tell that data is missing. If they happen to be looking for a particular restaurant and it vanishes, telling them to reload the page will be a sufficient explanation for most.
- Users who scrape your data will do it without delays between requests to get all of your data.
When you show the same restaurant twice people will notice so check for those cases in the frontend.
You may also consider having a high-precision rating field for sorting. For example, if normally your UI shows integer rating, keep the floating-point rating used during the calculation and sort by that. This will produce a more stable sort.
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