gata | data validation and transformation library | Validation library

 by   kodemore Python Version: 3.3.2 License: MIT

kandi X-RAY | gata Summary

kandi X-RAY | gata Summary

gata is a Python library typically used in Utilities, Validation applications. gata has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However gata build file is not available. You can download it from GitHub.

Gata is a toolbox library for python's dataclasses which allows to serialise/deserialise/validate complex dataclasses.
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              gata has a low active ecosystem.
              It has 18 star(s) with 0 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 3 open issues and 3 have been closed. On average issues are closed in 54 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of gata is 3.3.2

            kandi-Quality Quality

              gata has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              gata is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              gata releases are available to install and integrate.
              gata has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.
              gata saves you 1426 person hours of effort in developing the same functionality from scratch.
              It has 3188 lines of code, 298 functions and 73 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

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            gata Key Features

            No Key Features are available at this moment for gata.

            gata Examples and Code Snippets

            No Code Snippets are available at this moment for gata.

            Community Discussions

            QUESTION

            Why Spacy doesn't recognise all named entities in the label?
            Asked 2021-Apr-06 at 08:23

            I am on Python 3.8 and using Spacy 2.3.5. I tried to use EntityRuler to assign a new label 'TH-T-MARKER' to a group of entities, and then to visualize them in displacy. Here's the code:

            ...

            ANSWER

            Answered 2021-Apr-06 at 08:23

            It looks like you're using spaCy v2?

            The issue here is that because you've used the {"TEXT":{"IN":{...}} structure you're only matching single tokens. Because your targets have punctuation in them it's probably getting split into multiple tokens and therefore not matching.

            One of the advantages of the EntityRuler is that you don't have to worry about how the tokenizer works if you just hand the pattern over. Here's how you can do that, in which case all your entities are matched:

            Source https://stackoverflow.com/questions/66935361

            QUESTION

            Memory game doesn't open all cards upon starting
            Asked 2021-Jan-28 at 16:01

            I'm making a memory game in C#. It has 10 pairs of cards, total 20. It's supposed to work like this: When pressing the Start button, the game shuffles randomly the cards and reveals all cards. After 3 seconds it flips them. Then, the player has to find all pairs.

            I'm having a problem with shuffling. I wrote this code. It's being executed when I press the Start button:

            ...

            ANSWER

            Answered 2021-Jan-28 at 16:01

            In addition to the recommendations around managing the PictureBox controls in arrays, I would recommend you change the line (not shown) where you create the Random object to something like this:

            Source https://stackoverflow.com/questions/65939517

            QUESTION

            How can I print a single row element in Python DictReader
            Asked 2020-Nov-21 at 17:17

            I've got a program to find DNA matches. We've been given a one line text file for finding the longest sequence of STR(Short Tandem Repeats) then match the result with a database which has been a .cvs file as below:

            ...

            ANSWER

            Answered 2020-Nov-21 at 12:53

            I used the data you provided and made a test.csv

            Source https://stackoverflow.com/questions/64927981

            QUESTION

            cs50 PSET6/DNA Regular Expressions
            Asked 2020-Nov-02 at 14:30

            I'm attempting to work through finding the amount of consecutive STRs (a substring pattern, i.e. "AGAT") in a sequence file.

            String Patterns: AGATC,TTTTTTCT,AATG,TCTAG,GATA,TATC,GAAA,TCTG

            Sequence file(one of many other sequence files): AAGGTAAGTTTAGAATATAAAAGGTGAGTTAAATAGAATAGGTTAAAATTAAAGGAGATCAGATCAGATCAGATCTATCTATCTATCTATCTATCAGAAAAGAGTAAATAGTTAAAGAGTAAGATATTGAATTAATGGAAAATATTGTTGGGGAAAGGAGGGATAGAAGG

            In the above sequence, TATC is the maximum with a run of 5 consecutive TATC pairs. With my regular expression, it is returning matches whether they are consecutive or not.

            I believe using regular expressions is my best bet. This is my first time working in Python so don't expect too much. I've used the regex tool at regex101.com and it has provided me some good insight into regex formulations. I'm passing a variable into the regex with {head}, which which is the string pattern, but I want to find the matched string {head} 2 or more times. My below regex returns a match to head at least 1 or more times, so I know why that is returning the way it does.

            ...

            ANSWER

            Answered 2020-Oct-29 at 17:48

            You can use pattern ((your pattern)\2*) in your regular expression to find largest consecutive pattern (regex101 for pattern TATC):

            Source https://stackoverflow.com/questions/64596363

            QUESTION

            How do I solve my program's counting problem?
            Asked 2020-Oct-06 at 15:06

            (Apologies this is gonna be a long question)

            I just have a bug in my code that I have not been able to resolve for a very long time. I would really appreciate if someone could help me find out what the problem is.

            Context: I have a long string of letters - lets call this subject - containing the letters A, G, T and C (like DNA) and the whole point of my algorithms is to correctly count how many of each of the following STRs are found within subject. The STRs are:

            • AGATC
            • TTTTTTCT
            • AATG
            • TCTAG
            • GATA
            • TATC
            • GAAA
            • TCTG

            I must count how many of each are within subject. Counting works by going sequentially letter by letter until the start of one of above STRs are found. If the rest of the STR follows, the program should update the counter of the respective STR and then boost the searching index to account of the length of the STR and then keep going. It should stop when it reaches the end of subject. (Hope it makes sense).

            My Code:

            ...

            ANSWER

            Answered 2020-Oct-05 at 16:13

            QUESTION

            How can I group multiple plots and save them in png on Matplotlib?
            Asked 2020-Aug-13 at 18:38

            I'm trying to build a notebook for beginners as me, to plot the Google Gata Mobility Report, but I'm having trouble adjusting on a single image all the plots and save them on a single file. What can I do to get that output?

            Here's the original code:

            ...

            ANSWER

            Answered 2020-Aug-13 at 18:38

            Is this what you're looking for? If so, you were very close. The subplots command allows you to set a grid of axes within the figure that are contained in a numpy array. Then instead of plt.plot you use ax.plot, and so forth for setting properties.

            Source https://stackoverflow.com/questions/63401037

            QUESTION

            Python regex function to count repetitions of substring or divide a substring?
            Asked 2020-Aug-12 at 22:05

            I'm hoping you can help point me in the right direction as I'm very new to programming and Python in particular. I'm trying to find maximum repeat counts of certain substrings in a larger string. For example, how many times does 'AGATC' repeat in a much longer string (it might appear only at one place but four times in a row at another place).

            I've been reading up on regex for this and have written the code below. It will successfully print out repetitions for each pattern seperately, however, I need to know the repetition count for when it appears. Example output of my code looks like this:

            ...

            ANSWER

            Answered 2020-Aug-12 at 22:05

            If I understand your problem correctly, you could do this separately for each pattern, e.g. something like:

            Source https://stackoverflow.com/questions/63383280

            QUESTION

            Iterate Over Specific Keys in a Dictionary - Python
            Asked 2020-Aug-02 at 21:52

            I have a dictionary that contains the following:

            ...

            ANSWER

            Answered 2020-Aug-02 at 21:52

            Here is a for-loop that you can try out.

            Source https://stackoverflow.com/questions/63221340

            QUESTION

            Python: make an empty issue of dictionary with keys from existing ordered dict
            Asked 2020-Jun-06 at 17:52

            PSet 6 DNA from CS50.

            I have CSV file with header and values:

            ...

            ANSWER

            Answered 2020-Jun-06 at 16:13

            With Python 3.7. Is the below what you are looking for?:

            Source https://stackoverflow.com/questions/62233038

            QUESTION

            how to get data using amp-state without any action
            Asked 2020-May-25 at 13:59

            I'm trying to get value from API using amp-state but the problem is it's like you need to do an action to get the data.

            ...

            ANSWER

            Answered 2020-May-25 at 13:59

            how to get data using amp-state without any action ?

            As stated in the documentation:

            amp-bind expressions are not evaluated on page load, but only after an user interaction has taken place. Initial amp-list content still needs to be fetched from a JSON endpoint.

            Link: https://amp.dev/documentation/examples/components/amp-list/?format=websites#rendering-amp-state

            This part: [text]="currentTime.time" is related to amp-bind. Therefore, this is not possible. Use the amp-list:

            Source https://stackoverflow.com/questions/61880405

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

            Vulnerabilities

            No vulnerabilities reported

            Install gata

            You can download it from GitHub.
            You can use gata 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

            Supported standard library types Primitive types Date-related types Other standard library types Typing library DataclassesDefining custom typesAutomatic validation Performing post initialisation processingExtra validatorsAutomatic deserialisationManual deserialisationNested deserialisationSerialising gata's dataclassesSerialising python's dataclassesMapping fieldsTurn off validation during instantiation Nested mappinggata.Field properties Custom serialisers/deserialisers
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