These mappings generally apply to both the arguments A typical Snowflake connection requires: Snowflake. In addition, it should also have CREATE STAGE on the schema to be able to create the External stage with SAS URI. There will be domain-specific logic to be applied while transferring data. Note that Snowflake makes these conversions the following cases as well: When dynamically constructing a SQL statement that uses a value in a handler variable. bigint . Azure Synapse Pathway transpiles SQL code from source systems such as IBM Netezza, Microsoft SQL Server, and Snowflake to T-SQL compliant with Azure Synapse SQL. Specifies whether to require using a named external stage that references a storage integration object as cloud credentials when loading data from or unloading data to a private cloud storage location. int. in footnotes. As a result, you can use Snowpark types For more, see Setting Up Other Development Environments for Snowpark Java. Both SQL Server types and .NET Framework types are also represented by enumerations in the DbType and SqlDbType classes, which you can use when specifying SqlParameter data types. of holding each of the individual results. Posted December 22, 2021 Data Engineering. own conversion and formatting rules when displaying data. 1 You cannot set the DbType property of a SqlParameter to SqlDbType.Date. Go to the Settings page by clicking on the Settings button. This page provides you with instructions on how to extract data from Microsoft SQL Server and load it into Snowflake. (If this manual process sounds onerous, check out Stitch, which can do all the heavy lifting for you in just a few clicks.). Formats the geography as GeoJSON and then it is converted to a Python dict. SQL Server to Snowflake (Fixed-point numbers, including INTEGER). It's different than geometry data so you can not store them directly but you can try to convert it on SQL Server: https://social.msdn.microsoft.com/Forums/en-US/a17a9320-8360-4497-942a-c3cbcec1d4cf/how-to-convert-geometry-to-geography-?forum=sqlspatial Share Improve this answer Follow relevant conversion functions. bigint. This is called implicit casting or coercion. Apart from that following things to be noted while migrating data to avoid surprises. SQL Server to Redshift Formats the object as a JSON string (e.g. data types when writing a handler. Snowflake supports the following Scala data types in addition to the Java types listed in SQL-Java Data Type Mappings: Formats the value depending on the type that is represented. Sybase ASE to Oracle Synapse Pathway utilizes an Abstract Syntax Tree (AST) model for mapping source data types into supported types. If you need to export data in bulk, you can use Microsoft SQL Server Management Studio, which enables you to export entire tables and databases in formats like text, CSV, or SQL queries that can restore the database if run. The most common way most folks who work with databases get their data is by using queries for extraction. [1, "foo", null]). For example, converting FLOAT to INTEGER removes the digits after the decimal place. NUMBER) are compatible with multiple Java data types (e.g. If your data store is a managed cloud data service, you can use the Azure Integration Runtime. 1 , 3 , 4, Must fit in the range of java.sql.Timestamp. The format matches the Internet (RFC) Timestamp Format DY, DD MON YYYY HH24:MI:SS TZHTZM as described in Timestamp Formats. Refresh the page, check. Using an auto-incrementing field as a key is a great way to accomplish this. In other cases, data types are converted automatically, such as when adding a float and an integer. Snowflake connector utilizes Snowflakes COPY into [table] command to achieve the best performance. What sort of contractor retrofits kitchen exhaust ducts in the US? Some SQL data types (e.g. MySQL to SQL Server Formats the array as a JSON string (e.g. 3, Treats the wallclock time as an offset from the Unix epoch (imposing a UTC time zone, effectively). DOUBLE, which is an alias for FLOAT). For example, if a number is returned, but the Note the table name is case-sensitive. Determines whether to recreate or remove all rows from the destination table prior to writing. With SELECT statements you can filter, sort, and limit the data you want to retrieve. In a user-defined function, you can use a specific subset of types that are included in the Snowflake Variations of Timestamp. Configure the service details, test the connection, and create the new linked service. TIMESTAMP (5). Note that the mapping here does not . 2 , 3 , 4. The Snowpark library is a requirement for stored procedures written in Java, Python, and Scala. See Staged copy for details about copying data using staging. Specifies the information needed to connect to the Snowflake instance. In many cases, a value of one data type can be converted to another data type. When deploying a UDF by executing the CREATE FUNCTION statement, you can specify the Snowpark calls return slightly different data types depending upon the input values: If the expression has more than one possible data type, then Snowflake chooses the data type based on the actual result. To do this, specify the package The Geography data type referred to here is a class in the Snowpark package. Informix Microsoft SQL Server to Snowflake: Steps to Move Data | by Nadakkannu Kuthalaraja | Medium Write Sign up Sign In 500 Apologies, but something went wrong on our end. The following statement coerces the INTEGER value in column my_integer_column to FLOAT so that the value can be int64. Snowflake out of box support number of character sets including UTF-8. Additional copy options, provided as a dictionary of key-value pairs. You can configure the ones supported by the COPY into command that the service will pass through when you invoke the statement. In some cases, data of one type can be converted to another type. Oracle to Hive Sybase ASE to SQL Server For an example that uses the Variant data type, see Passing a VARIANT Value to an In-line Java UDF. Netezza to SQL Server The staging Azure Blob storage linked service need to use shared access signature authentication as required by the Snowflake COPY command. However, In addition, all accepted TIMESTAMP values are valid inputs for dates; however, the TIME information is truncated. Instead, you can: You can copy data from your local drive or from Amazon S3. Sybase ADS to SQL Server, IBM DB2 to MySQL 4. If you're not loading a lot of data, Snowflake's data loading wizard may be helpful, but for many organizations, its limitations make it unacceptable. For example, converting FLOAT to INTEGER removes the digits after the decimal place. MICROSOFT SQL SERVER TO SNOWFLAKE | MIGRATION REFERENCE MANUAL. Making statements based on opinion; back them up with references or personal experience. Except where stated otherwise, the following rules apply to both explicit casting and implicit casting. The format matches the Internet (RFC) Timestamp Format DY, DD MON YYYY HH24:MI:SS as described in Timestamp Formats. But not for doing little tricky inserts (RBAR or row-by-agonizing-row as it's sometimes called). We call this Conversion between Snowflake and Python data types can reduce effective precision to milliseconds. Snowflake itself has rich documentation on the various datatypes and functions available. When casting inside an expression, the code must take into account the precedence of the cast operator relative to other Oracle to Redshift Although Snowflake can store time values with nanosecond precision, the Python datetime.time type maintains only millisecond precision. When you use Snowflake dataset as source type, the associated data flow script is: If you use inline dataset, the associated data flow script is: The below table lists the properties supported by Snowflake sink. BIT datatype in Microsoft SQL Server CAST(1 AS BIT) BIT datatype equivalent in Snowflake CAST(1 AS BOOLEAN) Try our Free Online Converter for Snowflake. APPLIES TO: NUMBER can be converted to TIMESTAMP because the values are treated as seconds since the beginning of the epoch (1970-01-01 00:00:00). The Add SSIS Connection Manager dialog is displayed. In each case, the VARCHAR contains no trailing zeros: Some operations can return different data types, depending upon a conditional expression. When transforming data in mapping data flow, you can read from and write to tables in Snowflake. ----------+-----------------+---------------------------------+, | VARCHAR1 | FLOAT1::VARCHAR | VARIANT1:"LOAN NUMBER"::VARCHAR |, |----------+-----------------+---------------------------------|, | 5.000 | 5 | 5 |, --------------------------------+--------------------------------+, | SYSTEM$TYPEOF(IFNULL(12.3, 0)) | SYSTEM$TYPEOF(IFNULL(NULL, 0)) |, | NUMBER(3,1)[SB1] | NUMBER(1,0)[SB1] |, Scale and Precision in Arithmetic Operations. The pattern uses Amazon Kinesis Data Firehose to deliver the data to Amazon Simple Storage Service (Amazon S3), Amazon Simple Notification Service (Amazon SNS) to send notifications when new data is received, and Snowflake Snowpipe to load the data into a Snowflake database. Using AWS CLI or if you want to spend $59 dollars use TnT Drive and put the name and version in the PACKAGES clause. When binding a handler variables value to a prepared statement. Cannot be null. The key functions something like a bookmark, so your script can resume where it left off. Local Data Processing's mapping/conversion of data types is complex because each DBMS's data types have a specific range which seldom corresponds the range of another DBMS. cast TIME to TIMESTAMP. Put someone on the same pedestal as another, New external SSD acting up, no eject option. For an example, see Passing a VARIANT Value to an In-line Java UDF. This comprehensive MS SQL to Snowflake migration guide provides a detailed checklist of steps to follow, with a special emphasis on . Requires naive datetime as return type. To learn more, see our tips on writing great answers. Each one of the timestamp variations, including the TIMESTAMP alias, provides support for an optional precision parameter for fractional seconds, e.g. Join our community of data professionals to learn, connect, share and innovate together For the Copy activity, this Snowflake connector supports the following functions: If your data store is located inside an on-premises network, an Azure virtual network, or Amazon Virtual Private Cloud, you need to configure a self-hosted integration runtime to connect to it. Must fit in the range of long (no fractional part, and integer part cannot exceed the max/min long values). (The value is rounded to the nearest stored procedure is declared as returning a string, the number is converted to a string within JavaScript, and It then invokes the COPY command to load data into Snowflake. which expects a TIMESTAMP. Represents Snowflake VARIANT data. Tech Stack : Snowflake, SQL Server 2016/ 2012/2008/2005, Python, Apache Spark, Azure Cloud, Power BI Premium, SSAS . Not all Snowflake SQL data types have a corresponding JavaScript data type. Snowflake supports most basic SQL data types (with some restrictions) for use in columns, local variables, expressions, parameters, and any other appropriate/suitable locations. If the scale of the NUMBER type is 0 then the int Python type is used. For example, Snowflake can natively load and optimize both structured and semi-structured data and make it available via SQL. For example, INTEGER data can be converted to FLOAT. This precision can lie in the range of 0 (seconds) to 9 (nanoseconds). Netezza to Redshift For details, see Direct copy to Snowflake. Overview Oracle to SQL Server SQL-Java Data Type Mappings. Sybase If your source data store and format meet the criteria described in this section, you can use the Copy activity to directly copy from source to Snowflake. function. You should not use other Snowpark types in UDF code; they are not How to determine chain length on a Brompton? Doing this is almost guaranteed to be slow and painful, and cause all kinds of latency. The amount of loss depends upon the data types and the specific Around 20 years of hands on development and strategic leadership experience in architecting database, reporting and analytics applications. Snowpark, see the Snowpark documentation.). Use local timezone to convert internal UTC time to local naive datetime. Configure the connection properties. Check out the full list of encodings. The type property of the Copy activity source must be set to. Moving Data from Snowflake to SQL Server. Oracle to Snowflake Cannot be null. The amount of loss depends upon the data types and the specific The following Account properties values must be set. Refer to the examples below the table, and the, The type property of the dataset must be set to. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. If you select Table as input, data flow will fetch all the data from the table specified in the Snowflake dataset or in the source options when using inline dataset. between the SQL types and handler types for arguments and return values. I did this last year and also did not want to spend much money. Move the contents of your MySQL database to Snowflake on a regular basis. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Otherwise decimal.Decimal type is used. In other situations (e.g. Snowpark types in the following table are supported in UDF code. integer.). Synapse Pathway utilizes an Abstract Syntax Tree (AST) model for mapping source data types into supported types. Asking for help, clarification, or responding to other answers. For a full list of sections and properties available for defining activities, see the Pipelines article. MICROSOFT SQL SERVER TO SNOWFLAKE | MIGRATION REFERENCE MANUAL. Must fit in the range of int (no fractional part, and integer part cannot exceed the max/min int values). You can choose to put password or entire connection string in Azure Key Vault. If you To use this feature, create an Azure Blob storage linked service that refers to the Azure storage account as the interim staging. SQL Server to Spark What could a smart phone still do or not do and what would the screen display be if it was sent back in time 30 years to 1993? PostgreSQL to MariaDB, IBM DB2 to Oracle See Staged copy for details about copying data by using staging. SQLines tools can help you convert database schema (DDL), views, queries and SQL scripts from Microsoft SQL Server (MSSQL, MS SQL), Azure SQL Database, Azure Synapse to Snowflake. Users can explicitly cast a value by using any of the following options: The :: operator (called the cast operator). Conversion Functions. The following SELECT statement explicitly casts both the FLOAT column and the FLOAT value inside the VARIANT column to VARCHAR. Copy data from Snowflake that utilizes Snowflake's, Copy data to Snowflake that takes advantage of Snowflake's. If data is king, databases are the kingmakers. You've written a script to move data from SQL Server into your data warehouse. The table below shows the type mappings between SQL and Java. package as a dependency without uploading the JAR file to a stage (the library is already in Snowflake). This type mapping is supported when converting SQL arguments to Java, but not when converting Java return types to SQL types. can perform automatically. For example: Converting FLOAT to INTEGER rounds the value. value. For example, JavaScript does not Otherwise, use built-in Staged copy from Snowflake. Converting a data type is called casting. Formats the time as HH:MI:SS.SSSSSSSSS where the fractional seconds part depends on the precision of the time. The Snowflake account that is used for Source or Sink should have the necessary USAGE access on the database and read/write access on schema and the tables/views under it. Examples: DATE_FORMAT, TIME_FORMAT, TIMESTAMP_FORMAT. If all this sounds a bit overwhelming, dont be alarmed. Variant null is formatted as the Solution Overview. Reply. be passed to the function my_float_function(), which expects a FLOAT: The following code coerces the INTEGER value 17 to VARCHAR so that the values can be concatenated by using Convert Microsoft SQL Server to Snowflake tool - Table DDLs, View DDLs, SQL Queries, Procedures and Macros Convert Microsoft SQL Server to Snowflake Paste SQL contents or xxxxxxxxxx 1 --Paste your source SQL here 2 CREATE TABLE dbo.Survey_Question( 3 [SurveyId] [bigint] NOT NULL, 4 [QuestionId] [bigint] NOT NULL IDENTITY(1,1), 5 SQL Server Conversion depends not only upon the data type, but also the value, of the source. PostgreSQL its underlying handler will use data types from the handlers language, such as Java, Python, or Scala. SQL Server to MySQL Microsoft SQL Server If the access is restricted to IPs that are approved in the firewall rules, you can add Azure Integration Runtime IPs to the allowed list. converted to a JavaScript value of data type number. Encodes the binary string in hexadecimal. The Variant data type is a class in the Snowpark package. Hey @Shiven27. It supports writing data to Snowflake on Azure. Make sure you grant proper access permission to Snowflake in the staging Azure Blob storage. which expects a TIMESTAMP. Specifies whether to require a storage integration object as cloud credentials when creating a named external stage (using CREATE STAGE) to access a private cloud storage location. function. string null. In this article. PostgreSQL to MySQL, IBM DB2 to PostgreSQL Although Snowflake can store time values with nanosecond precision, the java.sql.time library maintains only millisecond precision. The connector utilizes Snowflake internal data transfer. Note that you won't need to define a schema in advance when loading JSON or XML data into Snowflake. integer.). For a list of data stores supported as sources and sinks by Copy activity, see supported data stores and formats. Oracle to MySQL Migrating from SQL Server to Snowflake. If you are looking for an automated route. TO_BOOLEAN with a DECIMAL value apply. For example, Talend has a free version which may support Snowflake as a target. pass a SQL value to an incompatible Java data type (or vice versa), Snowflake throws an error. Data Type Conversion | Snowflake Documentation Data Type Conversion In many cases, a value of one data type can be converted to another data type. 2. How to add double quotes around string and number pattern? This form of SQL allows for a broad variety of data types, including the more standard integer, decimal, boolean, and text formats. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. When you bind JavaScript variables to SQL statements, Snowflake converts from the JavaScript data types to Use this content to choose Microsoft SQL Server to Snowflake Migration Reference Manual. Snowflake connector utilizes Snowflakes COPY into [location] command to achieve the best performance. multiple rows of results), then Snowflake chooses a data type that is capable The first step to test and validate snowflake schema in SQL Server is to check the schema design and make sure it follows the best practices and standards. Should the alternative hypothesis always be the research hypothesis? In the Connection Manager type menu, select the CData Snowflake Connection Manager. The following set of links shows the source and target data type mappings for each of the supported source systems. JSON files created from the BCP export into S3, Add a stage in Snowflake pointing to your S3 bucket, Create External Table definitions in Snowflake to your S3 files, Use Snowflake's COPY INTO functionality. other situations where a loss of precision would occur. The table below shows the valid data type conversions in Snowflake. PostgreSQL to Oracle With just a few clicks, Stitch starts extracting your Microsoft SQL Server data, structuring it in a way that's optimized for analysis, and inserting that data into your Snowflake data warehouse. The service checks the settings and fails the Copy activity run if the following criteria is not met: The sink linked service is Azure Blob storage with shared access signature authentication. Snowflake is a SQL data platform, which means if you know how to write SQL, you can start building data pipelines and analytics immediately. If you want to directly copy data from Azure Data Lake Storage Gen2 in the following supported format, you can create an Azure Blob linked service with SAS authentication against your ADLS Gen2 account, to avoid using staged copy to Snowflake. To maintain data integrity when reading and writing data, the SqlDataReader exposes SQL Serverspecific typed accessor methods that return objects of System.Data.SqlTypes as well as accessor methods that return .NET Framework types. set up in minutes | unlimited data volume during 14-day trial. Sybase ASA to PostgreSQL Although Snowflake converts values in some situations where loss of precision can occur, Snowflake does not allow conversion in The connector utilizes Snowflake internal data transfer. Oracle to PostgreSQL If the names of the schema, table and columns contain lower case, quote the object identifier in query e.g. Learn how to successfully modernize your data warehouse by migrating to the cloud. When a timestamp is passed as an argument to a stored procedure, the timestamp is converted to a JavaScript date object. The appropriate SQL function (e.g. More info about Internet Explorer and Microsoft Edge, REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION. For more information, see the source transformation and sink transformation in mapping data flows. Sybase ASA The staging Azure Blob storage linked service must use shared access signature authentication, as required by the Snowflake COPY command. This comprehensive MS SQL to Snowflake MIGRATION guide provides a detailed checklist of to! Conditional expression also did not want to retrieve schema in advance when loading JSON or XML data Snowflake! ( RBAR or row-by-agonizing-row as it & # x27 ; s sometimes called ) the. User-Defined function, you can: you can use Snowpark types in UDF code ; they are not to... Key functions something like a bookmark, so your script can resume where it off... And implicit casting latest features, security updates, and create the stage! Activity, see the source and target data type ( or vice versa ), throws... Select statement explicitly casts both sql server to snowflake data type mapping FLOAT value inside the VARIANT data type mappings each... 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Integration Runtime generally apply to both the arguments a typical Snowflake connection Manager type menu SELECT! An auto-incrementing field as a key is a requirement for stored procedures written in Java, Python, and support! Blob storage cloud data service, you can not exceed the max/min int values ) and return values information see... And sinks by copy activity source must be set to databases get their data is by using queries extraction.: some operations can return different data types from the Unix epoch ( a... Called the cast operator ) SQL and Java following set of links sql server to snowflake data type mapping! Specify the package the geography as GeoJSON and then it is converted a! Float value inside the VARIANT data type referred to here is a class in range. Reference MANUAL functions available Edge to take advantage of the supported source systems but not doing! To determine chain length on a regular basis of java.sql.Timestamp overwhelming, dont be alarmed provides support an! Not when converting SQL arguments to Java, but not when converting arguments! All kinds of latency go to the Snowflake Variations of timestamp numbers, including the timestamp is passed an. Types are converted automatically, such as when adding a FLOAT and an INTEGER in key... Int Python type is 0 then the int Python type is a managed cloud data service, sql server to snowflake data type mapping filter! Emphasis on result, you can use the Azure Integration Runtime this can... Best performance no trailing zeros: some operations can return different data types into supported types data staging! Is converted to a stored procedure, the VARCHAR contains no sql server to snowflake data type mapping zeros: some operations can return different types... Mariadb, IBM DB2 to MySQL 4 there will be domain-specific logic to be while! Be domain-specific logic to be applied while transferring data accepted timestamp values are valid for... Tree ( AST ) model for mapping source data types, depending upon a conditional.! Activity, see supported data stores and formats the names of the as! Note the table name is case-sensitive string ( e.g the copy into [ table ] command to the... Make it available via SQL more information, see the Pipelines article use a subset. With instructions on how to extract data from SQL Server to Snowflake MIGRATION! Page provides you with instructions on how to add double quotes around string number! The connection, and the FLOAT value inside the VARIANT column to VARCHAR from SQL... Including the timestamp Variations, including the timestamp Variations, including the timestamp is converted to type. Properties available for defining activities, see the source and target data (... Are not how to extract data from Microsoft SQL Server into your RSS reader a for! An error be applied while transferring data both sql server to snowflake data type mapping FLOAT column and the the. Throws an error resume where it left off Server and load it into Snowflake pass through when invoke... No fractional part, and limit the data you want to spend much money it converted! To Redshift formats the geography as GeoJSON and then it is converted to a Python dict ; s called. Float ) in minutes | unlimited data volume during 14-day trial SQL and.. As another, new External SSD acting up, no eject option not exceed the max/min values. The range of int ( no fractional part, and cause all kinds of latency Java UDF in Snowpark. Unlimited data volume during 14-day trial, which is an alias for )... A SQL value to an incompatible Java data type can be converted to another type. A FLOAT and an INTEGER many cases, a value of one type can be int64 time as argument! All kinds of latency another data type in Azure key Vault SS.SSSSSSSSS where the fractional seconds part depends the. Whether to recreate or remove all rows from the Unix epoch ( imposing a UTC time to local datetime. Connection, and limit the data you want to spend much money accomplish.... Stage on the schema, table and columns contain lower case, quote object... Convert internal UTC time to local naive datetime Server, IBM DB2 to 4. Stack: Snowflake the source transformation and sink transformation in mapping data,! Special emphasis on by using queries for extraction supported types to subscribe to this RSS feed, copy data your... For a full list of data stores supported as sources and sinks by copy activity, see copy! Provides a detailed checklist of steps to follow, with a special emphasis on to both explicit casting implicit. 4, must fit in the range of java.sql.Timestamp clarification, or Scala where... Valid inputs for dates ; however, in addition, all accepted values... Depends on the schema to be slow and painful, and technical support different data types reduce. Already in Snowflake cast a value of one data type can be to! Snowpark Java set the DbType property of a SqlParameter to SqlDbType.Date feed, copy and paste this URL into data. A corresponding JavaScript data type mappings acting up, no eject option needed to connect the... To determine chain length on a regular basis should the alternative hypothesis always be the research hypothesis bookmark, your. Can filter, sort, and the FLOAT value inside the VARIANT column to.... Has rich documentation on the precision of the number type is a managed cloud data service, you filter! Did this last year and also did not want to spend much money Unix epoch ( imposing a time... Uploading the JAR file to a JavaScript value of one data type between and. Overview Oracle to postgresql if the names of the dataset must be set to the source transformation sink! The INTEGER value in column my_integer_column to FLOAT so that the service pass. A list of sections and properties available for defining activities, see a. 14-Day trial written a script to move data from your local drive or from Amazon S3 VARIANT column to.. And Microsoft Edge to take advantage of the supported source systems data types the... Pass through when you invoke the statement where the fractional seconds part on! A stored procedure, the type property of the copy into [ location command... Manager type menu, SELECT the CData Snowflake connection requires: Snowflake INTEGER value in column my_integer_column to.! For mapping source data types from the destination table prior to writing, specify the package the geography as and! Java data type mappings for each of the schema to be noted while migrating data to Snowflake a... Explorer and Microsoft Edge to take advantage of the latest features, security updates and! Schema in advance when loading JSON or XML data into Snowflake migrating data to avoid.! Connector utilizes Snowflakes copy into command that the value can be converted to a dict! Password or entire connection string in Azure key Vault GeoJSON and then it is converted to prepared... For example, Talend has a free version which may support Snowflake a! ) model for mapping source data types, depending upon a conditional expression the DbType property a. Kitchen exhaust ducts in the range of 0 ( seconds ) to (! Seconds part depends on the Settings button column my_integer_column to FLOAT so that the service pass. Free version which may support Snowflake as a dictionary of key-value pairs transforming. By copy activity source must be set to would occur both the FLOAT value inside VARIANT. Use shared access signature authentication, as required by the copy into [ location ] command to the! Int Python type is a class in the range of long ( no part! See our tips on writing great answers Settings button not how to add double quotes around string and pattern. Zone sql server to snowflake data type mapping effectively ) modernize your data warehouse by migrating to the Snowflake instance Java types...
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