46 questions
0
votes
1
answer
284
views
Tensorflow-data-validation installing issue
I'm using Python 3.12, and I'm trying to install the latest version (1.15.1) of TensorFlow Data Validation. However, while installing, I encountered the following error:
ERROR: Could not find a ...
0
votes
1
answer
100
views
By excel vba adding checkmarks to each options selected in a multi-select datavalidation dropdown list
By the following vba excel code which I found on the internet, I can select more than one option within a cell from the dv dropdown list at the same time. What I am trying to do is to add a checkmark ...
- 23
0
votes
1
answer
259
views
How to define features presence in a TensorFlow Data Validation schema?
I want to create a new TensorFlow Data Validation schema from scratch with fixed features name, type and presence.
import tensorflow_data_validation as tfdv
from tensorflow_metadata.proto.v0 import ...
- 151
-1
votes
1
answer
437
views
Problem of tensorflow data validation on google colab
When I import tensorflow data validation using
import tensorflow_data_validation as tfdv
I get
ModuleNotFoundError: No module named 'tensorflow_data_validation'
When I want to install it using
!pip ...
0
votes
1
answer
412
views
Installing tensorflow_data_validation is causing error #tensorflow_data_validation
I'm trying to install tensorflow_data_validation but it shows the below error.
it says that i need Python version 2.7 or 3.4+ but I'm using the version 3.10.9.
Also I have the 2.11.0 version of ...
3
votes
4
answers
4k
views
How can I return blank cells as it is instead of printing as Zeros while using filter function
["referring to the data shown in the image while using the filter function and getting the return values, How can I return blank cells as it is instead of printing as Zeros while using filter ...
- 31
0
votes
1
answer
117
views
tfx.components.StatisticsGen display train and eval in two different figures, is it possible to have them in a single figure as tfdv does?
a superimposed display for train/val splits using StatisticsGen
Hi,
I'm currently using tfx pipeline inside kubeflow. I struggle to have StatisticsGen showing a single graph with train and validation ...
- 11
-1
votes
1
answer
108
views
Problem in importing tensorflow_data_validation
I tried to import and use the tensorflow_data_validation library, but I faced this error:
ContextualVersionConflict: (google-api-core 1.25.1 (c:\users\amoosi\anaconda3\lib\site-packages), Requirement....
0
votes
2
answers
130
views
relaxing the anomaly detection constraints in MLOps
I am stucked in getting this block of statement.In my serving sets there are some anomalies.
I am not getting what this below code is doing in removing the anomalies.
payer_code = tfdv.get_feature(...
0
votes
1
answer
262
views
Why I am not able to generate schema using tfdv.infer_schema()?
"TypeError: statistics is of type StatsOptions, should be a DatasetFeatureStatisticsList proto." error shows when I am generating schema using tfdv.infer_schema() option but I am not able to ...
- 39
1
vote
1
answer
814
views
create a data validation using JOI module
I am new to Joi. I try to put some rules to signup users. But every new user could signup and "if" command is always executed.
const Joi = require ('joi')
const authSchema = Joi.object()....
- 39
0
votes
1
answer
188
views
Is it possible to install specific version of TFDV without upgrading TF?
I have problem with installing TensorFlow Data Validation (TFDV).
I have already TensorFlow installed (version 2.5.0) and I don't want to upgrade that version.
I used this command:
pip install ...
1
vote
2
answers
635
views
apache beam rows to tfrecord in order to GenerateStatistics
I have built a pipeline that read some data, does some manipulations and create some apache beam Row objects (Steps 1 and 2 in the code below). I then would like to generate statistic and write them ...
- 1,659
0
votes
1
answer
411
views
tensorflow data validation tfdv fails on google cloud dataflow with "Can't get attribute 'NumExamplesStatsGenerator' "
I am following this "get started" tensorflow tutorial on how to run tfdv on apache beam on google cloud dataflow. My code is very similar to the one in the tutorial:
import ...
- 1,659
4
votes
1
answer
615
views
Infer multivalent features with tfdv from pandas dataframe
I want to infer a schema with tensorflow data validation (tfdv) based on a pandas dataframe of the training data. The dataframe contains a column with a multivalent feature, where multiple values (or ...
- 177