chunked | Chunkwise Text-file Processing for 'dplyr
kandi X-RAY | chunked Summary
kandi X-RAY | chunked Summary
R is a great tool, but processing data in large text files is cumbersome. chunked helps you to process large text files with dplyr while loading only a part of the data in memory. It builds on the excellent R package LaF. Processing commands are written in dplyr syntax, and chunked (using LaF) will take care that chunk by chunk is processed, taking far less memory than otherwise. chunked is useful for select-ing columns, mutate-ing columns and filter-ing rows. It is less helpful in group-ing and summarize-ation of large text files. It can be used in data pre-processing.
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QUESTION
This is the error that is thrown:
...ANSWER
Answered 2022-Mar-21 at 15:01Each version of the SDK as well as Azurite targets a specific REST API version. The reason you are getting this error is because installed version of Azurite targets an older REST API version than the SDK you are using.
Two possible solutions:
- Upgrade the Azurite version: If you have installed Azurite through npm, simply execute the following command to upgrade to the latest version of Azurite.
QUESTION
For some reason, I can't use the Flutterfire CLI to configure an ios app on firebase. I've done this before but this time I'm gettings this error
...ANSWER
Answered 2022-Feb-15 at 16:08It's an authentication issue. Just logout firebase CLI and log in again.
To logout :
QUESTION
I have an Angular application that makes a call to a Spring Boot Java service in a separate container. This gateway service calls two other services (one Java and one Python) as needed. Everything works fine running four Docker containers locally. When I run this in AWS ECS, I get the following two errors in my browser:
Cross-Origin Request Blocked: The Same Origin Policy disallows reading the remote resource at http://655b883054184264bf96512da0e137af._http._tcp.gateway-service.local:8084/datasets?page=1&keyword=. (Reason: CORS request did not succeed). Status code: (null).
ERROR Object { headers: {…}, status: 0, statusText: "Unknown Error", url: "http://655b883054184264bf96512da0e137af._http._tcp.gateway-service.local:8084/datasets?page=1&keyword=", ok: false, name: "HttpErrorResponse", message: "Http failure response for http://655b883054184264bf96512da0e137af._http._tcp.gateway-service.local:8084/datasets?page=1&keyword=: 0 Unknown Error", error: error } error: error { target: XMLHttpRequest, isTrusted: true, lengthComputable: false, … } headers: Object { normalizedNames: Map(0), lazyUpdate: null, headers: Map(0) } message: "Http failure response for http://655b883054184264bf96512da0e137af._http._tcp.gateway-service.local:8084/datasets?page=1&keyword=: 0 Unknown Error" name: "HttpErrorResponse" ok: false status: 0 statusText: "Unknown Error" url: "http://655b883054184264bf96512da0e137af._http._tcp.gateway-service.local:8084/datasets?page=1&keyword="
I have a filter in both java services that looks like this:
...ANSWER
Answered 2022-Feb-23 at 06:52There are two ways to solve this issue: first you may need to disable cors and csrf inside the config method of the class that extends WebSecurityConfigurerAdapter:
QUESTION
I have read the article.
There are two approaches to making computation code cancellable. The first one is to periodically invoke a suspending function that checks for cancellation. There is a yield function that is a good choice for that purpose. The other one is to explicitly check the cancellation status.
I know Flow is suspending functions.
I run Code B , and get Result B as I expected.
I think I can't making computation Code A cancellable, but in fact I can click "Stop" button to cancel Flow after I click "Start" button to emit Flow, why?
Code A
...ANSWER
Answered 2022-Feb-02 at 13:37It has to do with CoroutineScopes and children of coroutines. When a parent coroutine is canceled, all its children are canceled as well.
More here: https://kotlinlang.org/docs/coroutine-context-and-dispatchers.html#children-of-a-coroutine
QUESTION
I am requesting an API using the python requests library:
My python script is run once a day by the scheduler, Once the python script gets run, I am getting this error and the PID of the python script is getting killed showing OOM. I am not getting whether it's a DNS issue or an OOM (Out of memory) issue as the process is getting killed.
Previously script was running fine.
Any clues/help will be highly appreciable.
...ANSWER
Answered 2021-Sep-27 at 10:41I found the issue, in my case it was not DNS issue. The issue is related to the OOM(Out of memory) of the ec2 instance which is killing the process of a python script due to which the "Instance reachability check failed" and I was getting "Failed to establish a new connection: [Errno -3] Temporary failure in name resolution".
After upgrading ec2 instance, the instance reachability didn't fail and able to run python script containing api.
https://aws.amazon.com/premiumsupport/knowledge-center/system-reachability-check/
The instance status check failure indicates an issue with the reachability of the instance. This issue occurs due to operating system-level errors such as the following:
Failure to boot the operating system Failure to mount the volumes correctly Exhausted CPU and memory- This is happening in our case. Kernel panic
QUESTION
I need to address an API which returns chunked data.
...ANSWER
Answered 2022-Jan-24 at 13:11We can create our own sequence operator for this purpose. It requires writing some code, but then we can use it very nicely:
QUESTION
Say you have a bunch of actions for creating/inserting records into a bunch of different database tables. You have some records which can be inserted without any dependency on the output of any other insert. You have some which need to wait for one other thing to finish. And you have others that need to wait for many things to finish, which might finish at different times in the flow.
How can you write an algorithm which would sort and chunk the actions in the dependency tree so the inserts / database actions can be optimally batched? By optimally batched, I mean if you can insert 10 records into the same table at once, then do that. Any time you can batch insert, you should, to minimize the number of database calls/inserts.
Here is a snippet from the example code I whipped together with a fake sequence of actions using a simple data structure to capture all the required information.
...ANSWER
Answered 2022-Jan-19 at 05:50Your data structure isn't clear to me. What are the single letter ids p
, q
, etc.? I also don't understand the role of tables. You can insert multiple items in the same table in one write, no? I'm assuming these tihngs don't matter in the root sequencing problem.
I'm treating the set
field as a "job" and the corresponding keys mentioned in the inputs
as dependencies: jobs that must be completed before it.
I don't have time to be thorough here, and I don't have a javascript environment handy, so this is in Python.
Let's extract a dependency graph from the the verbose data structure. Then look for "levels." The first level is all nodes with no dependencies. The second is all nodes with dependencies met in any previous level, etc. Rinse and repeate.
Note unlike I was thinking in my note in comments, this is not a level graph by the traditional definition.
Also, I'm not going to bother with data structures to make this efficient. You could do it in O(n log n) time. My code is O(n^2).
Sorry if I'm misinterpreting your question. Also sorry for untested, possibly buggy implementation here.
QUESTION
I am using NLTK lib in python to break down each word into tagged elements (i.e. ('London', ''NNP)). However, I cannot figure out how to take this list, and capitalise locations if they are lower case. This is important because london is no longer an 'NNP' and some other locations even become verbs. If anyone knows how to do this efficiently, that would be amazing!
Here is my code:
...ANSWER
Answered 2022-Jan-20 at 09:47What you're looking for is Named Entity Recognition (NER). NLTK does support a named entity function: ne_chunk
, which can be used for this purpose. I'll give a demonstration:
QUESTION
I have a small problem. I have started writing tests for my small project. The project uses SpringBoot, standard JpaRepository from Spring, as a testing framework I am using Spock and for testing the database, I'm using PostgreSQL container from TestContainers. The problem is, that data between tests is being persisted, despite the @Transacional on each of the tests. The strangest part is, that in the logs I can see, that transaction is rolled back. I would appreciate any help.
So, these are the files:
- File with a shared container for tests, that all integration tests should extend from:
ANSWER
Answered 2021-Dec-16 at 21:36Your tests start an app that listens on a real port. And you use TestRestTemplate to make HTTP calls. It's the same as if you ran your test from a remote machine - would you expect @Transactional
on such tests to be some how applied to the app?
@Transactional
will work only if you invoke your endpoint directly, without any network calls:
- either inject endpoint object directly to your test and call its method
- or use MockMvc (or RestAssured+MockMvc) - it will also eventually call the endpoint directly
Both of these options will simplify debugging - you'll be able to see in call stack which test is calling your production code at the moment.
PS: also it shouldn't be a problem when your data is kept between test runs. You can isolate your tests with randomization.
QUESTION
Spring Boot app with just below configuration for web security:
...ANSWER
Answered 2021-Dec-09 at 23:06Because:
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