data-validation | Library for exploring and validating machine learning data | Machine Learning library
kandi X-RAY | data-validation Summary
kandi X-RAY | data-validation Summary
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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Top functions reviewed by kandi - BETA
- 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
data-validation Key Features
data-validation Examples and Code Snippets
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
Trending Discussions on data-validation
QUESTION
I would like to have a form that:
- Display validation messages in a custom format instead of the default style.
- 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 12:26Styling 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.
QUESTION
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 22:33Description
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
QUESTION
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 12:50You can use Concat operator ++ to combine them Link : https://docs.mulesoft.com/mule-runtime/3.9/dataweave-operators#concat
QUESTION
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 16:48Use this to your container[absolute] element
QUESTION
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 11:33I 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
QUESTION
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 18:49You can use trigger(eventName)
on the input so it performs the same ajax as when user triggers the event manually
Simplified example:
QUESTION
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
setdescription
= Nebosh gdgd,coursecategory
= ?,validtill
= 2021-09-14,awarding_bodies
.updated_at
= 2021-09-07 12:56:30 whereid
= 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 13:50As pointed by @jade, i was populating dropdown list without values.
QUESTION
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 18:22What you should do is create default values for the fields like
QUESTION
- Airflow worker's
Dockerfile
(which run on airflow kubernetes cluster)
ANSWER
Answered 2021-Aug-16 at 07:12Change 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.
QUESTION
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 13:24float
was causing some issues. Check the below snippet with updated HTML/CSS
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install data-validation
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.
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