data-validation | Library for exploring and validating machine learning data | Machine Learning library

 by   tensorflow Python Version: v1.13.0 License: Apache-2.0

kandi X-RAY | data-validation Summary

kandi X-RAY | data-validation Summary

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

TensorFlow Data Validation (TFDV) is a library for exploring and validating machine learning data. It is designed to be highly scalable and to work well with TensorFlow and TensorFlow Extended (TFX).
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            kandi-support Support

              data-validation has a low active ecosystem.
              It has 720 star(s) with 153 fork(s). There are 47 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 22 open issues and 137 have been closed. On average issues are closed in 329 days. There are 11 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of data-validation is v1.13.0

            kandi-Quality Quality

              data-validation has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              data-validation is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              data-validation releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              data-validation saves you 15354 person hours of effort in developing the same functionality from scratch.
              It has 39485 lines of code, 1291 functions and 112 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed data-validation and discovered the below as its top functions. This is intended to give you an instant insight into data-validation implemented functionality, and help decide if they suit your requirements.
            • Expand the probability matrix
            • Recursively enumerate arrays
            • Get the value of a field in a struct
            • Flattens a nested array
            • Get innermost nested type
            • Validate examples in a csv file
            • Returns an iterator that yields records from the output files
            • Return a PTransform writer
            • Cleanup temporary files
            • Validate examples in TFRecord
            • Make DatasetFeatureStatistics protobuf
            • Generate a histogram of quantiles
            • Return the array corresponding to the given query path
            • Generate statistics from a csv file
            • Expand keys in pcollections
            • Compute mutual information between two features
            • Get natural language statistics
            • Compute partial copies of the given record batch
            • Create a feature name protobuf
            • Expand the data
            • Set the domain for a given schema
            • Infer schema from statistics
            • Updates a schema
            • Generate statistics from a pandas DataFrame
            • Converts a list of decoded examples into a RecordBatch
            • Add examples to the accumulator
            Get all kandi verified functions for this library.

            data-validation Key Features

            No Key Features are available at this moment for data-validation.

            data-validation Examples and Code Snippets

            TFDV Tensorflow Data Validation: how can I save/load the protobuf schema to/from a file
            Pythondot img1Lines of Code : 14dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            from google.protobuf import text_format
            from tensorflow.python.lib.io import file_io
            from tensorflow_metadata.proto.v0 import schema_pb2
            
            def write_schema(schema, output_path):
              schema_text = text_format.MessageToString(schema)
              file_io.

            Community Discussions

            QUESTION

            HTML 5 Validation Customization
            Asked 2022-Mar-29 at 12:26

            I would like to have a form that:

            1. Display validation messages in a custom format instead of the default style.
            2. Display all invalid field bubbles at once instead of one at a time.

            Right now, I am stuck with the boring browser-specific message appearance and I don't see the next error until I correct the last one. This is a really bad user experience, so looking for a few pointers on how to address this.

            This is my current JavaScript code:

            ...

            ANSWER

            Answered 2022-Mar-29 at 12:26

            Styling validation bubbles/tooltips used to be feature but only exclusive to Chrome, however it got removed. More information about it here: How do you style the HTML5 form validation messages?

            However, you can create your own tooltips or bubbles to display validation messages. With use of a div container and a span and a little bit of CSS, you can create a bubble with almost any kind of look you can image.

            Source https://stackoverflow.com/questions/71657677

            QUESTION

            requireValueInRange error - The parameters (number[]) don't match the method signature
            Asked 2022-Mar-23 at 22:33

            I have a google app script which (amongst other things) provides a series of drop downs in cells based on the values chosen in the previous cell. Essentially, when a cell value is selected, that value is used in a Google Big Query lookup, and the next cell is populated with values from Big Query.

            I enforce the validation of the options available in the dropdown via the function below

            ...

            ANSWER

            Answered 2022-Mar-23 at 22:33

            Description

            Here is a simple example of how to use a range for a data validation rule.

            In your case save the Big Query results to a sheet using setValues() then flush() then add the data validation rule for the cell your interested in.

            Script

            Source https://stackoverflow.com/questions/71593224

            QUESTION

            Need to combine two payloads according to corresponding objects
            Asked 2022-Jan-23 at 14:29

            Is there a way to combine the below payloads as mentioned. We want the 'address' from payload2 to be put in the payload1.errors according to the 'uniqueID' with the 'result' value updated. If payload2 has objects without corresponding uniqueID in payload1.errors, output still should have the object with address field and uniqueID, for example uniqueID = 4 in payload2.

            Fields in payload1.errors will be subset of fields in payload2 except the 'address' field.

            Please note: These are just samples and actual payloads have more than 10 objects and more than 50 fields for each object.

            payload1:

            ...

            ANSWER

            Answered 2022-Jan-22 at 12:50

            QUESTION

            How do I get the content centered when In absolute positioning?
            Asked 2022-Jan-08 at 16:48

            So as said above, I have (for fun) recreated a website (hologram.io), because I'm new to CSS, and just wanted to see what I can do myself without help... But I can't figure out how I can position the whole first section which is absolute (-> On top of an Image) center, center. So vertical and horizontal, So that on bigger screens it always stays perfectly in the center of the menu... On the other sections which are not absolute, I used display: flex, justify-content: center and align-items center, which works perfectly... On the screenshots I have included, you can see the problem... Also, will include the code. It looks a bit messy, but should be fine haha...

            Here you can see the noncentered Absolute item Here you can see the flex items which are perfectly centered on every screensize and And here for Refernce is the hologram website...

            ...

            ANSWER

            Answered 2022-Jan-08 at 16:48

            Use this to your container[absolute] element

            Source https://stackoverflow.com/questions/70634254

            QUESTION

            If I select a checkbox, I deactivate another
            Asked 2021-Oct-21 at 10:25

            Update 10/21/2021 - I still need a resolution.

            Here's the situation: As you can see in the visual example below. I have four - buttons radio - I need to make an event where when I select the option "NO" of the compo I automatically disable the two selections in the field .

            If "YES" is selected, the two other selections must remain active. My problem is because the four stamps are "radio buttons" and not a checkbox.

            Visual example:

            <-- IVF fertilization -->

            ⬜ Yes ⬜ No

            <-- if IVF ovum -->

            ⬜ Own ⬜ From a donor

            And the third code is the HTML part, for analysis.

            I have this snippet:

            ...

            ANSWER

            Answered 2021-Oct-17 at 11:33

            I dont know if I understand right but here is solution:

            1- I deleted the codes that not inportant for that issue 2- I added class name "secondis" to elements that I will disable after checkbox clicked

            Hope you got what you wanted

            Source https://stackoverflow.com/questions/69568962

            QUESTION

            How to detect change in ajax when changing the values from the increase and decrease buttons?
            Asked 2021-Sep-26 at 18:49

            When I change the input field values manually without the ajax buttons or the code detects the change and updates the data without any problem.

            The only problem that I present is with the increase and decrease buttons that ajax does not detect the change of the input field values after being modified from the buttons, it does not update the data.

            This is my complete code, I have commented the ajax thing to make the buttons work here in SO.

            ...

            ANSWER

            Answered 2021-Sep-26 at 18:49

            You can use trigger(eventName) on the input so it performs the same ajax as when user triggers the event manually

            Simplified example:

            Source https://stackoverflow.com/questions/69337705

            QUESTION

            Dynamic dropdown value Laravel 8
            Asked 2021-Sep-07 at 13:50

            I am working on a Laravel application to do some simple data entry.

            Course category is a CRUD with single text input field.

            Awarding Body CRUD consists of few fields along with the Course Category field that gets populated from the database.

            The Create, Read and Delete work well.

            But when I edit/update the data in Awarding Body, I get the following error:

            SQLSTATE[23000]: Integrity constraint violation: 1048 Column 'coursecategory' cannot be null (SQL: update awarding_bodies set description = Nebosh gdgd, coursecategory = ?, validtill = 2021-09-14, awarding_bodies.updated_at = 2021-09-07 12:56:30 where id = 1)

            Can anyone help me understand what I am doing wrong here?
            PS. I am new to Laravel & MVC frameworks.

            Thanks in advance.

            edit method & update method

            ...

            ANSWER

            Answered 2021-Sep-07 at 13:50

            As pointed by @jade, i was populating dropdown list without values.

            Source https://stackoverflow.com/questions/69088868

            QUESTION

            How to make serialize missing fields in JSON String with jackson
            Asked 2021-Sep-01 at 18:22

            I am reading a JSON String where every field is optional and i need to either get the values from config or set it to a default value.

            Say my JSON is -

            ...

            ANSWER

            Answered 2021-Sep-01 at 18:22

            What you should do is create default values for the fields like

            Source https://stackoverflow.com/questions/69014369

            QUESTION

            Airflow's `BeamRunPythonPipelineOperator` can't install `py_requirements`
            Asked 2021-Aug-16 at 07:12
            • Airflow worker's Dockerfile (which run on airflow kubernetes cluster)
            ...

            ANSWER

            Answered 2021-Aug-16 at 07:12

            Change the option py_system_site_packages to True. It should make the site-packages visible to the virtual environment and remove this error. See the doc for detailed explanation.

            Source https://stackoverflow.com/questions/68789246

            QUESTION

            Checkboxes are not aligned
            Asked 2021-Aug-03 at 20:48

            I was able to align the second checkbox but not the first one. I have used the .Checkbox CSS is shown below and it is working for the second box. Do not know why it is not working for the first checbkbox.

            ...

            ANSWER

            Answered 2021-Aug-03 at 13:24

            float was causing some issues. Check the below snippet with updated HTML/CSS

            Source https://stackoverflow.com/questions/68636777

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

            Vulnerabilities

            No vulnerabilities reported

            Install data-validation

            This is the recommended way to build TFDV under Linux, and is continuously tested at Google.
            Please first install docker and docker-compose by following the directions: docker; docker-compose.
            Then, run the following at the project root:. where PYTHON_VERSION is one of {37, 38}. A wheel will be produced under dist/.
            TFDV wheel is Python version dependent -- to build the pip package that works for a specific Python version, use that Python binary to run:. You can find the generated .whl file in the dist subdirectory.

            Support

            TFDV is tested on the following 64-bit operating systems:.
            Find more information at:

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