retroactive | time travel : Implementing retroactive data | Reinforcement Learning library

 by   csvoss Python Version: 0.1 License: No License

kandi X-RAY | retroactive Summary

kandi X-RAY | retroactive Summary

retroactive is a Python library typically used in Artificial Intelligence, Reinforcement Learning applications. retroactive has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can install using 'pip install retroactive' or download it from GitHub, PyPI.

What has been implemented:.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              retroactive has a low active ecosystem.
              It has 215 star(s) with 14 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              retroactive has no issues reported. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of retroactive is 0.1

            kandi-Quality Quality

              retroactive has 0 bugs and 0 code smells.

            kandi-Security Security

              retroactive has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              retroactive code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              retroactive does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              retroactive releases are not available. You will need to build from source code and install.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              retroactive saves you 201 person hours of effort in developing the same functionality from scratch.
              It has 495 lines of code, 64 functions and 21 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed retroactive and discovered the below as its top functions. This is intended to give you an instant insight into retroactive implemented functionality, and help decide if they suit your requirements.
            • Insert an operation into the list
            • Refresh the current state
            • Compose a starter
            • Removes node from the tree
            • Look up the data in the tree
            • Perform a delete operation
            • Return a function that updates the sum
            • Returns the index of the sum of j
            • Return the sum at i
            • Removes all operations from the queue
            Get all kandi verified functions for this library.

            retroactive Key Features

            No Key Features are available at this moment for retroactive.

            retroactive Examples and Code Snippets

            Proximal resolution .
            pythondot img1Lines of Code : 31dot img1License : Permissive (MIT License)
            copy iconCopy
            def retroactive_resolution(
                coefficients: NDArray[float64], vector: NDArray[float64]
            ) -> NDArray[float64]:
                """
                This function performs a retroactive linear system resolution
                    for triangular matrix
            
                Examples:
                    2x1 + 2x  

            Community Discussions

            QUESTION

            ActiveMQ Last Value Queue not acting as expected
            Asked 2022-Mar-22 at 21:08

            I am using ActiveMQ Artemis 2.19.1. I created producer and consumer apps using Spring Boot. I need multiple instances of the consumer to receive all the messages (multicast). I configured a Last Value Queue like this (broker.xml):

            ...

            ANSWER

            Answered 2022-Mar-16 at 19:17

            It sounds to me like everything is working as designed. I believe your expectations are being thwarted because you're using pub/sub (i.e. JMS topics).

            Let me provide a bit of background. When a JMS client creates a subscription on a topic the broker responds by creating a multicast queue on the address with the same name. The queue is named according to the kind of subscription it is. If it is a non-durable subscription then the queue is named with a UUID. If it is a durable subscription then the queue is named according to the subscription name provided by the client and the client ID (if available). When a message is sent to the address it is put in all the multicast queues bound to that address.

            Therefore, when a new non-durable subscription is created a new queue for that subscription is also created which means that the subscriber will receive none of the messages sent to the topic prior to the creation of the subscription. This is the expected behavior for JMS topics (i.e. normal pub/sub semantics). Also, since the queue for a non-durable subscription is only available while the subscriber is connected that means there's no way to enforce LVQ semantics since any message which arrives in the queue will be immediately dispatched to the consumer. In short, LVQ with JMS topics doesn't make a lot of sense.

            The behavior changes when you use a JMS queue because the queue is always there to receive messages. Consumers can come and go as they please while the broker enforces LVQ semantics.

            One possible solution would be to create a special "initialization" queue where consumers could initially connect to get the latest information and after that they could subscribe to the JMS topic to get the pub/sub semantics you need. You could use a divert to make this transparent for the applications sending the messages so they can continue to just send to the JMS topic. Here's sample configuration:

            Source https://stackoverflow.com/questions/71494118

            QUESTION

            Better to filter JMS message by topic name or String Property?
            Asked 2022-Mar-22 at 17:29

            Using Apache ActiveMQ Artemis, is it preferred to have one topic with String properties used to differentiate them or many topics? e.g., should publishers do this:

            ...

            ANSWER

            Answered 2022-Mar-22 at 17:29

            Generally speaking, there's nothing intrinsic about ActiveMQ Artemis that would necessarily push you one way or the other.

            However, your use-case is rather unique with the retroactive-address + LVQ configuration. My concern here with using a single address is that if there really are 100,000 symbols and the last value for each symbol should be retained then the ring-queue backing the retroactive address will potentially need to be 100,000 messages deep which means that every time a subscription queue is created on that address then the broker will have to process all those messages. I expect that would be a significant burden on the broker.

            Therefore, at this point I'd say that an address for each symbol is likely the best. Then the retroactive-message-count can be 1.

            Ultimately my best advice would be to actually test these two different configurations with a production-like load and then choose the one that best fits your use-case in terms of performance, manageability, etc. The devil is always in the details with this sort of thing. There are too many moving parts and unspoken requirements to provide an authoritative recommendation in a context like this.

            Source https://stackoverflow.com/questions/71563255

            QUESTION

            data.table::dcast long to wide data while ignoring NA-Category?
            Asked 2022-Jan-21 at 12:06

            I want to transform my data from long to wide after some joins, resulting in a few NAs in the data provided. Unfortunately, these NAs are also present in the richt-hand side (RHS), which defines the newly added columns via the transformation.

            Consider this example:

            ...

            ANSWER

            Answered 2022-Jan-21 at 10:46

            I don't think it's possible to prevent dcast from doing that. I'd just filter them out afterwards:

            Source https://stackoverflow.com/questions/70799550

            QUESTION

            How to dynamically add PSCustomObjects to a list
            Asked 2021-Nov-03 at 16:08

            I am creating a script to parse a CSV file, where I store the content of each indexed field in the CSV as a NoteProperty in a PSCustomObject.

            As I parse the file line by line, I add the PSCustomObject to a list type. When I output my list, I want to be able to do something like:

            ...

            ANSWER

            Answered 2021-Nov-03 at 16:08

            You're (re-)adding the same object to the list, over and over.

            You need to create a new object every time your loop runs, but you can still "template" the objects - just use a hashtable/dictionary instead of a custom object:

            Source https://stackoverflow.com/questions/69827858

            QUESTION

            ActiveMQ Artemis cluster does not redistribute messages after one instance crash
            Asked 2021-Jun-02 at 01:56

            I have a cluster of Artemis in Kubernetes with 3 group of master/slave:

            ...

            ANSWER

            Answered 2021-Jun-02 at 01:56

            I've taken your simplified configured with just 2 nodes using a non-wildcard queue with redistribution-delay of 0, and I reproduced the behavior you're seeing on my local machine (i.e. without Kubernetes). I believe I see why the behavior is such, but in order to understand the current behavior you first must understand how redistribution works in the first place.

            In a cluster every time a consumer is created the node on which the consumer is created notifies every other node in the cluster about the consumer. If other nodes in the cluster have messages in their corresponding queue but don't have any consumers then those other nodes redistribute their messages to the node with the consumer (assuming the message-load-balancing is ON_DEMAND and the redistribution-delay is >= 0).

            In your case however, the node with the messages is actually down when the consumer is created on the other node so it never actually receives the notification about the consumer. Therefore, once that node restarts it doesn't know about the other consumer and does not redistribute its messages.

            I see you've opened ARTEMIS-3321 to enhance the broker to deal with this situation. However, that will take time to develop and release (assuming the change is approved). My recommendation to you in the mean-time would be to configure your client reconnection which is discussed in the documentation, e.g.:

            Source https://stackoverflow.com/questions/67644488

            QUESTION

            NGINX in Docker caching IP addresses and delivering wrong Content-Type
            Asked 2021-May-24 at 22:43

            Summary:
            I want to make NGINX (not NGINX Plus) re-resolve the IP address from the DNS name by using a variable in proxy_pass (as suggested in this official Nginx article in the section "Setting the Domain Name in a Variable"). But when I do that it won't set/forward the correct Content-Type header, but always use text/html, for .css, .js etc. files.

            My setup:
            I have a frontend and a backend service running in separate Docker containers (to be deployed to OpenShift in production). There's also a third container that runs nginx:latest (v1.19.9 as of today) and acts as a reverse proxy, forwarding calls made to /my-app to the frontend and /my-app/api to the backend container. The NGINX reverse proxy has set them up as upstream servers using their DNS names. All three containers run within the same custom Docker network, so resolving in itself works fine - but only, when NGINX is (re-)started.

            The problem:
            When the frontend or backend container gets restarted it may get a new IP address. Since NGINX caches IP addresses I'm getting a 502 when I make calls to them. I want NGINX to re-resolve the IP address more frequently, like NGINX Plus does. This is how the problem with the Content-Type came up, when I tried to have NGINX re-resolve DNS names.

            The configuration:
            Here's my NGINX configuration (simplified to the relevant stuff only):

            ...

            ANSWER

            Answered 2021-May-24 at 16:12

            This isn't a problem with Content-Type. You are using proxy_pass incorrectly. As you have already noted:

            When using variables in proxy_pass, if URI is specified, it is passed to the server as is, replacing the original request URI.

            You currently have the following working configuration, but you want to replace it with a variable to force DNS resolution:

            Source https://stackoverflow.com/questions/67673886

            QUESTION

            Converting pytesseract.Output.DATAFRAME into bytes or ocr'ed pdf
            Asked 2021-May-12 at 19:58

            Is it possible to write to a pdf file retroactively using pytesseract.image_to_data() output?

            For my OCR pipeline, I needed granular access to my pdf's ocr'ed data. I requested that using this method:

            ...

            ANSWER

            Answered 2021-May-12 at 19:58

            Okay, so I am pretty sure that this was an impossible task I was trying to complete.

            By nature pytesseract.Output.DATAFRAME produces a pandas dataframe. Nowhere in that data structure is the original image. The output is just rows and columns of text data. No pixels, no nothing.

            Instead, I created a class that could hold the original image and the ocr output dataframe at the same time. Here is what the instance initialization looks like:

            Source https://stackoverflow.com/questions/67386291

            QUESTION

            How to calculate 2D height disparities on a noise map
            Asked 2021-Apr-13 at 08:40

            I'm creating a tile-based game in Unity (C#) with a hexagonal grid. I am making hills and mountains in my game, and to optimize, I only activate the top layer of tiles and leave the rest of them inactive. I render each tile with a noise-based height map (please note the colors on the grid itself such as brown, green, and grey do not correspond to height).

            However, I encounter issues when the hills become high and a vertical gap between one tile and the next reveals a hole in the map due to height disparities.

            To fix this, I am making a retroactive function which cycles through each pixel on the noise map and if it detects a disparity between one pixel and another which borders it, then it will activate the tile below the higher tile in the disparity. The blue tiles below represent the tiles that it detected as being in a disparity, and the red ones are the tiles activated as a result of their higher counterparts being detected as such.

            Most the time, however, the disparities are not recognized in the right positions. You can see in the image above that the brown tile which should be considered as having a disparity (since it's leaving a gap) has a gaping hole and no red tile beneath it, while others which have no gaps are considered as having disparities and are thus blue. Here is a representation of how there's little correlation between the height map and the disparities detected:

            You can see above that the white on the height map, representing high areas, does not correspond with the blue on the grid, which should correspond with disparities (and thus mainly correspond with where the white and the black converge on the noise map, outlining the location between high and low areas).

            Here is my code to detect disparities:

            ...

            ANSWER

            Answered 2021-Apr-13 at 08:40

            May i suggest naming your for-loop-variables x and y instead of w and h? I think x and y are more obviously assigned for the two coordinates. Anyway. I haven't entirely checked if this is the only issue, but I feel like you've set your pixel-checks up wrong. (see below)

            Source https://stackoverflow.com/questions/67070737

            QUESTION

            Applying fields/dtype to array representing points for sorting, then removing fields/dtype?
            Asked 2021-Apr-07 at 01:25

            I have an array which represents (x, y, z) points

            ...

            ANSWER

            Answered 2021-Apr-07 at 00:00

            Create a view to efficiently create an objec that shares the underlying buffer:

            Source https://stackoverflow.com/questions/66977929

            QUESTION

            Time Consuming SQL Update Statement
            Asked 2021-Feb-02 at 09:22

            In Postgresql (version 9.2), I need to update a table with values from another table. The UPDATE statement below works and completes quickly on a small data set (1K records). With large amount of records (600K+), the statement has not completed after more than two hours. I don't know if it is taking a long time or is simply hung.

            ...

            ANSWER

            Answered 2021-Feb-02 at 09:22

            Try to transform it to something that does not force a nested loop join:

            Source https://stackoverflow.com/questions/66000967

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install retroactive

            You can install using 'pip install retroactive' or download it from GitHub, PyPI.
            You can use retroactive like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            Install
          • PyPI

            pip install retroactive

          • CLONE
          • HTTPS

            https://github.com/csvoss/retroactive.git

          • CLI

            gh repo clone csvoss/retroactive

          • sshUrl

            git@github.com:csvoss/retroactive.git

          • Download

            Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link

            Consider Popular Reinforcement Learning Libraries

            Try Top Libraries by csvoss

            onelinerizer

            by csvossPython

            traceroute

            by csvossJavaScript

            quantummechanic

            by csvossPython

            syndra

            by csvossC

            carbonate

            by csvossPython