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Articles by AmitDiwan
Page 699 of 840
What are the new features in MySQL 8.0
MySQL is a very powerful program in its own right. It handles a large subset of the functionality of the most expensive and powerful database packages. It uses a standard form of the well-known SQL data language. MySQL 8.0 released on 19 April 2018 and the current version is 8.0.23.The new features in MySQL 8.0 have been briefly listed below:Atomic DDLAn atomic data definition language (DDL) statement to combine updates made to data dictionary, storage engine operations and so on.Encryption DefaultsThe encryption defaults have been defined and implemented globally for table encryption. The ‘default_table_encryption’ variable is used to define an ...
Read MoreWhat are the features that were deprecated in MySQL 8.0?
Some of the features that have been deprecated may be removed in the upcoming versions of MySQL. If applications use the features that have been deprecated in that specific version, that feature should be revised and alternatives should be used wherever possible.Let us understand in brief, the features that have been deprecated in MySQL 8.0:The ‘utf8mb3’ character set is deprecated, use ‘utf8mb4’ instead.The ‘sha256_password’ password authentication is deprecated, may be removed in future updates. Use ‘caching_sha2_password’ instead.Some implementation changes have been made to ‘validate_password’ plugin, may be removed in future versions. Use this plugin by ensuring that component infrastructure is ...
Read MoreWhat are the features that were removed in MySQL 8.0?
Some of the features have become obsolete and have been removed from MySQL 8.0. When alternatives to these removed items are shown, they need to be used to avoid further complications.The ‘innodb_locks_unsafe_for_binlog’ system variable has been removed.The ‘READ COMMITTED’ isolation level can be used since it behaves in a similar way.After upgrading the system to MySQL version 8.0.3 or later, scripts that reference previous InnoDB INFORMATION_SCHEMA view names have to be upgraded.Some of the account management attributes have been removed. A few have been listed below:Instead of using ‘GRANT’ to create users, use ‘CREATE USER’.The query cache has been removed.The deprecated ...
Read MoreWhat are the options and variables introduced in MySQL 8.0?
Some of the options and variables newly introduced in MySQL 8.0 have been listed below:Com_clone: It refers to the number of CLONE statements. It was added in MySQL 8.0.2.Com_create_role: It refers to the number of CREATE ROLE statements that are used. It was added in MySQL 8.0.0.Com_drop_role: It refers to the number of DROP ROLE statements that were used. It was added in MySQL 8.0.0.Com_restart: It refers to the number of RESTART statements that were used. It was added in MySQL 8.0.4.Firewall_access_denied: It refers to the number of statements that were rejected by MySQL Enterprise Firewall. It was added in ...
Read MoreHow to Report MySQL Bugs or Problems
What is a bug?A bug is something that results in the program stalling or halting abruptly. This results in anomalies and causes complications, resulting in the task not getting complete. MySQL helps resolve these bugs, once they are reported.Some bugs have fixes since they would have been previously reported, and fixes would have been provided.Pre-requisitesBefore posting a bug report, it is important to verify that the bug hasn’t been reported already. For this purpose, look for the problem in the MySQL manual at https://dev.mysql.com/doc/. The manual is always updated with solutions to newly found issues.If there is a parsing error ...
Read MoreHow Tensorflow is used with Estimators to build a linear model to load the titanic dataset?
A linear model can be built with estimators to load the titanic dataset using the ‘read_csv’ method which is present in ‘Pandas’ package. This method takes google APIs that store the titanic dataset. The API is read and the data is stored in the form of a CSV file.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A ...
Read MoreHow can Tensorflow be used to create an input function to to train the model?
An input function that would be used to train or evaluate the model can be created in Tensorflow by using the ‘from_tensor_slices’ method and creating a dictionary of the features of the iris dataset.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We ...
Read MoreHow can Tensorflow be used with Estimators to return a two element tuple?
A two-element tuple can be returned by processing iris flower dataset by creating a method that takes the features and labels, and returns them as Numpy arrays.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to ...
Read MoreHow can Tensorflow be used with Estimators to split the iris dataset?
The key features/column names from the iris dataset can be extracted, by deleting the irrelevant features. This can be done using the ‘pop’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. TensorFlow ...
Read MoreHow can Tensorflow be used with premade estimator to download the Iris dataset?
Tensorflow can be used with premade estimator to download the iris dataset using the ‘get_file’ method present in Keras package. A Google API holds the iris dataset, which can be passed as parameter to the ‘get_file’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a ...
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