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only one digit before the decimal point. How to determine chain length on a Brompton? 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. 3, Treats the wallclock time as an offset from the Unix epoch (imposing a UTC time zone, effectively). Some conversions are lossless, but others might lose information. Snowflake can natively load and optimize both structured and semi-structured data and make it available via SQL. If no valid cast for the conversion exists, then an error occurs. SQLines SQL Converter - SQL scripts assessment and conversion tool Databases : SQL Server and the .NET Framework are based on different type systems. In other cases, data types are converted automatically, such as when adding a float and an integer. Otherwise, use built-in Staged copy from Snowflake. truncation if the fixed-point number cannot be precisely represented in a floating point number. Snowflake connector utilizes Snowflakes COPY into [location] command to achieve the best performance. MICROSOFT SQL SERVER TO SNOWFLAKE | MIGRATION REFERENCE MANUAL. Formats the array as a JSON string (e.g. In SQL Server, such an operation would take less than a second. The source data format is Parquet, Delimited text, or JSON with the following configurations: For Parquet format, the compression codec is None, or Snappy. APPLIES TO: I'm not ready to purchase any external tools. {"x": 3, "y": true}). Find centralized, trusted content and collaborate around the technologies you use most. Posted December 22, 2021 Data Engineering. Oracle to Greenplum, Oracle Reply. For example: The VARCHAR 123 can be converted to a numeric value, but the VARCHAR xyz cannot be converted to a numeric value. You can configure the ones supported by the COPY into command that the service will pass through when you invoke the statement. This comprehensive MS SQL to Snowflake migration guide provides a detailed checklist of steps to follow, with a special emphasis on architecture and data preparation. Note that you won't need to define a schema in advance when loading JSON or XML data into Snowflake. For details, see Direct copy to Snowflake. value. Sybase ASA to SQL Server SQL Server to Snowflake Migrating from SQL Server to Snowflake. To learn more about this, see this article. A better approach is to build your script to recognize new and updated records in the source database. In other situations (e.g. Internally, the CAST function and the :: operator call the appropriate conversion Snowflake is a cloud-based data lake and data warehouse platform that has been rising . For more information about explicit casting, see Depending on your data structures, you may need to prepare your data before loading. Databricks. Represents Snowflake VARIANT data. Additional copy options, provided as a dictionary of key-value pairs. It supports writing data to Snowflake on Azure. You can provide your custom data type mapping using an data type mapping file specified by -dtmapf option. Note the table name is case-sensitive. operators in the expression. For example: Coercion occurs when a function (or operator) requires a data type that is different from, but compatible with, the arguments By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Spellcaster Dragons Casting with legendary actions? bigint. FLOAT) can result in rounding or Snowflake is a SaaS solution that builds data warehouse systemsusing SQL commands. stored procedure is declared as returning a string, the number is converted to a string within JavaScript, and When a Python data type is converted to VARIANT, if there is any embedded Python decimal data, the embedded Python decimal will be converted to a String in the VARIANT. I seem to have narrowed the issue down to, at least, the Boolean data type. Microsoft SQL Server (MS SQL) to Snowflake Migration. SQL Server to Spark More info about Internet Explorer and Microsoft Edge. You can edit these properties in the Settings tab. the SQL data types. For example, you can convert a SQL INTEGER into a SQL FLOAT, which can then be Converting a TIMESTAMP to a DATE removes the information about the time of day. You can edit these properties in the Source options tab. In some situations, Snowflake converts a value to another data type automatically. function. IBM DB2 The format matches the Internet (RFC) Timestamp Format DY, DD MON YYYY HH24:MI:SS TZHTZM as described in Timestamp Formats. Oracle to Snowflake There are many things to consider when launching a migration project, including rolling out an effective and well-designed plan. 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. If the query generates more than one result (e.g. Sybase ASA to MariaDB Configure the service details, test the connection, and create the new linked service. MySQL. Formats the time as HH:MI:SS.SSSSSSSSS where the fractional seconds part depends on the precision of the time. Informix to PostgreSQL (The value is rounded to the nearest compared to the value my_float_column using the < comparison operator: Not all contexts (e.g. NUMBER(38, 0)) to floating point (e.g. only hexadecimal digits; that string is generated by implicitly calling a conversion function. By default, the tool uses sqlines_dtmap.txt file. Requires aware datetime as return type. The cast operator has higher precedence than the arithmetic operator * (multiply), so the statement is interpreted as: To cast the result of the expression height * width, use parentheses, as shown below: As another example, consider the following statement: You might expect this to be interpreted as: and therefore to return FALSE (0 = FALSE, 1 = TRUE). select table_catalog,table_schema,table_name,COLUMN_NAME,* from INFORMATION_SCHEMA.COLUMNS It runs on Amazon Web Services EC2 and S3 instances, and separates compute and storage resources, enabling users to scale the two independently and pay only for resources used. Must fit in the range of short (no fractional part, and integer part cannot exceed the max/min short values). Account . 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. When a FLOAT value is cast to a VARCHAR, trailing zeros are omitted. When a Python data type is converted to OBJECT, if there is any embedded Python decimal data, the embedded Python decimal will be converted to a String in the OBJECT. How can I test if a new package version will pass the metadata verification step without triggering a new package version? relevant conversion functions. For example, an SQL Server to SingleStore, Hadoop to Redshift rev2023.4.17.43393. SQL Server source type. (For more details about the SfDate data type, which is not a standard JavaScript data type, see Permanent Redirect. Data Type Mappings Between SQL and Handler Languages A stored procedure or user-defined function you write is called from SQL, and so receives and returns values in SQL data types. Rounding errors can vary each time a query is executed if the rows are processed in a different order. For example, INTEGER data can be converted to FLOAT. Sybase ASA The Variant data type is a class in the Snowpark package. Informix to MariaDB This will require you to export your data into flat files and upload them into a stage before you can run the COPY INTO Code your own solution using one of the Snowflake supported interfaces: ODBC, JDBC, Python, .NET and a few others Use a free ETL tool. implicit coercion. But not for doing little tricky inserts (RBAR or row-by-agonizing-row as it's sometimes called). Moving Data from Snowflake to SQL Server. Use this property to clean up the preloaded data. Hi all, One of our Alteryx workflows which pulls data from SQL Server and writes to Snowflake via ODBC has started failing after upgrading to the latest snowflake ODBC driver (snowflake64_odbc-2.19.1.msi). Might result in precision loss. How to add double quotes around string and number pattern? For more information, see the introductory article for Data Factory or Azure Synapse Analytics. When transforming data in mapping data flow, you can read from and write to tables in Snowflake. This setting overrides any table that you've chosen in dataset. DATE accepts dates in the most common forms ( YYYY-MM-DD, DD-MON-YYYY, etc.). For more Here's how I pulled a large amount of data out of Snowflake to use in SQL Server. SQL Server to PostgreSQL SQL Server to MySQL Must fit in the range of long (no fractional part, and integer part cannot exceed the max/min long values). Snowflake differs from other systems, though, by having a few special data types. SQL Server to Redshift 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 In other cases, data types are converted automatically, such as when adding a float and an integer. Microsoft SQL Server (MS SQL) to Snowflake Migration 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. Sybase ASE to PostgreSQL MICROSOFT SQL SERVER TO SNOWFLAKE | MIGRATION REFERENCE MANUAL. Connect and share knowledge within a single location that is structured and easy to search. displays might not unambiguously indicate which data conversions Snowflake coerced. Snowflake supports most basic SQL data types (with some restrictions) for use in columns, local variables, expressions, parameters, and any other appropriate/suitable locations. For information about Snowflake SQL data types, see Summary of Data Types. To copy data to Snowflake, the following properties are supported in the Copy activity sink section. For more information about explicit casting, see Is there a way to accomplish without any tools? 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 philosopher who believes in Web Assembly, Improving the copy in the close modal and post notices - 2023 edition, New blog post from our CEO Prashanth: Community is the future of AI. Conversion Functions. The Snowflake ta. Teradata to Spark, Hive to Trino Refresh the page, check. then copied to the string returned in the SQL statement. (Fixed-point numbers, including INTEGER). Requires naive datetime as return type. It provides native support for JSON, Avro, XML, and Parquet data, and can provide access to the same data for multiple workgroups or workloads simultaneously with no contention roadblocks or performance degradation. The staged copy feature also provides you better throughput. For more information about the network security mechanisms and options supported by Data Factory, see Data access strategies. This will require you to export your data into flat files and upload them into a stage before you can run the COPY INTO. Must fit in the range of long (no fractional part, and integer part cannot exceed the max/min long values). SQL Server to Trino Each one of the timestamp variations, including the TIMESTAMP alias, provides support for an optional precision parameter for fractional seconds, e.g. Oracle to MySQL Sybase ASE to SQL Server SQL Server supports Microsoft's .NET framework out of the box, and integrates nicely into the Microsoft ecosystem. 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. 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? Use Snowflake's COPY INTO functionality. The table below shows the type mappings between SQL and Java. which expects a TIMESTAMP. int, long, etc.). Result in the loss of digits other than the least significant digits. Netezza to SQL Server Snowflake can natively load and optimize both structured and semi-structured data and make it available via SQL. Requires naive datetime as return type. Azure Synapse Analytics. The Add SSIS Connection Manager dialog is displayed. Snowflake S3 Stage/External table and S3 versioning duplicates, Snowflake - Combine external tables into one table. For example, The staged copy feature also provides you better throughput. Snowflake is available to accelerate your migration, structure and optimize your planning and implementation activities; and apply customer best practices to meet your technology and business needs. At runtime, Snowflake converts Use the following steps to create a linked service to Snowflake in the Azure portal UI. For each listed data type (e.g. The following table shows the Snowflake SQL data types and the corresponding JavaScript data types: REAL, FLOAT, FLOAT8, FLOAT4, DOUBLE, DOUBLE PRECISION, TIMESTAMP, TIMESTAMP_LTZ, TIMESTAMP_NTZ, TIMESTAMP_TZ. Refer to the examples below the table, and the, The type property of the dataset must be set to. int64. Making statements based on opinion; back them up with references or personal experience. The VARIANT is constructed from JSON that contains a floating-point value represented with trailing zeros. TO_DOUBLE). returning the wrong data type, can be hidden by this behavior.). If sink data store and format are natively supported by the Snowflake COPY command, you can use the Copy activity to directly copy from Snowflake to sink. Snowflake is a cloud-based data warehouse that's fast, flexible, and easy to work with. How to send data to your data warehouse, sponsored by Stitch, Salesforce Marketing Cloud Email Studio to Snowflake, Microsoft SQL Server to Google Data Studio. For my situation, I found that ODBC and Python were slower than BCP exported files with Snowflake External Tables. Microsoft SQL Server is a relational database management system that supports applications on a single machine, on a local area network, or across the web. 3, The output format is DY, DD MON YYYY HH24:MI:SS TZHTZM. Microsoft SQL Server Withdrawing a paper after acceptance modulo revisions? Spanner. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Method 3: Using Estuary Flow. When converting from a type with less precision to a type with more precision, conversion uses default values. Informix to MySQL To maintain data integrity when reading and writing data, the SqlDataReader exposes SQL Server-specific typed accessor methods that return objects . We call this 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. When you sign up for a Snowflake account you instantly have a secure platform with infinite scalability. The staging Azure Blob storage linked service need to use shared access signature authentication as required by the Snowflake COPY command. This type mapping is supported when converting SQL arguments to Java, but not when converting Java return types to SQL types. If source data store and format are natively supported by Snowflake COPY command, you can use the Copy activity to directly copy from source to Snowflake. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. More info about Internet Explorer and Microsoft Edge, Configuring Parameters and Parameter Data Types. Snowpark types in the following table are supported in UDF code. If your sink data store and format meet the criteria described in this section, you can use the Copy activity to directly copy from Snowflake to sink. Solid track record in delivering value across projects with a consultative approach. TO_BOOLEAN with a DECIMAL value apply. 2 Use a specific typed accessor if you know the underlying type of the sql_variant. (or operands). List of tables based on data type. If the scale of the NUMBER type is 0 then the int Python type is used. More info about Internet Explorer and Microsoft Edge, REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION. run code with Snowpark dependencies. MySQL to Oracle To do this, specify the package For an example that uses the Geography data type, see Passing a GEOGRAPHY Value to an In-line Java UDF. (The value is rounded to the nearest For example, INTEGER data can be converted to FLOAT. In addition, all accepted TIMESTAMP values are valid inputs for dates; however, the TIME information is truncated. This guide demonstrates how it is possible to still have everything you appreciated about Netezza in a new solution while overcoming the persistent challenges you have struggled with for years. Azure Data Factory Teradata to Hive, Oracle to Spark Thankfully, products like Stitch were built to move data from Microsoft SQL Server to Snowflake automatically. Advanced settings used to write data into Snowflake. This is called implicit casting or coercion. Examples: DATE_FORMAT, TIME_FORMAT, TIMESTAMP_FORMAT. passed to the procedure or function and the values returned from it. Then specify the enableStaging and stagingSettings properties in the Copy activity. The amount of loss depends upon the data types and the specific Snowflake provides support for three variations of timestamps. 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). If you Formats the geography as GeoJSON and then it is converted to a Python dict. supported there. See the corresponding sections for details. 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. For more information about SQL Server data types, see Data types (Transact-SQL). multiple rows of results), then Snowflake chooses a data type that is capable For more In Snowflake, data types are automatically coerced whenever necessary and possible. Code your own solution using one of the Snowflake supported interfaces: ODBC, JDBC, Python, .NET and a few others, Use a free ETL tool. The usage notes for each conversion function apply when the function is called indirectly via a cast, as well as when 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. Moving data out of a warehouse is a less-conventional approach, but sometimes it's necessary. Using an auto-incrementing field as a key is a great way to accomplish this. But data freshness is one of the most important aspects of any analysis what happens when you have new data that you need to add? We call this The most common way most folks who work with databases get their data is by using queries for extraction. 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. The staging Azure Blob storage linked service must use shared access signature authentication, as required by the Snowflake COPY command. integer.). Redshift to Spark SQL-Java Data Type Mappings. Connection Strings -0700 indicates 7 hours behind UTC). For example, Snowflake does not cast VARCHAR(10) to VARCHAR(5), either implicitly or explicitly. For example, INTEGER data can be converted to DECIMAL when writing to Snowflake, because INTEGER and DECIMAL are semantically equivalent in Snowflake (see Snowflake Numeric Data Types ). package as a dependency without uploading the JAR file to a stage (the library is already in Snowflake). Must fit into the range of BigInteger (no fractional part). In Snowflake, data types are automatically coerced whenever necessary and possible. Although Snowflake can store time values with nanosecond precision, the Python datetime.time type maintains only millisecond precision. You could load the entire SQL Server database again. In many cases, a value of one data type can be converted to another data type. The table also shows which coercions Snowflake the JavaScript Stored Procedures API.). See Staged copy for details about copying data using staging. There are many reasons organizations choose to embrace cloud computing. Zeros are omitted information about Snowflake SQL data types ( Transact-SQL ) or personal experience the source options.! And S3 versioning duplicates, Snowflake converts a value to another data.! That string is generated by implicitly calling a conversion function information, see is there a to! Get their data is by using queries for extraction Withdrawing a paper after modulo! Are processed in a floating point ( e.g: 3, `` ''! Cast to a type with more precision, the staged COPY for details about the network security mechanisms options! Necessary and possible more about this, see this article SQL data,! As it & # x27 ; s sometimes called ) data, the data. A value of one data type automatically datetime.time type maintains only millisecond.... Folks who work with Databases get their data is by using queries for extraction the new service. Not a standard JavaScript data type can be converted to TIMESTAMP because the values are valid inputs dates... Have a secure platform with infinite scalability Factory or Azure Synapse Analytics long ( no fractional,! Mysql to maintain data integrity when reading and writing data, the type property of the number is... Point number VARCHAR, trailing zeros converting Java return types to SQL types a query is executed if rows... Exceed the max/min long values ) Synapse Analytics, trailing zeros are omitted loading. Metadata verification step without triggering a new package version up for a Snowflake account you instantly have secure! Where the fractional seconds part depends on the precision of the time information truncated... Upon the data types are automatically coerced whenever necessary and possible accessor if you formats geography. Dataset must be set to are omitted a JSON string ( e.g and semi-structured and! That ODBC and Python were slower than BCP exported files with Snowflake external.. Python type is 0 then the int Python type is a less-conventional approach, but others might information. By this behavior. ) and Parameter data types, see the introductory article for Factory. Conversions are lossless, but not when converting Java return types to SQL Server RSS.! Only hexadecimal digits ; that string is generated by implicitly calling a conversion.... Snowpark types in the loss of digits other than the least significant digits, DD-MON-YYYY etc! Hours behind UTC ) a different order data types centralized, trusted content and collaborate around the you... Sfdate data type 2 use a specific typed accessor methods that return objects are automatically coerced whenever necessary and.! Easy to search export your data structures, you agree to our terms of service, privacy policy and policy. To PostgreSQL microsoft SQL Server ( MS SQL ) to VARCHAR ( 10 ) to VARCHAR ( 10 ) floating... A key is a class in the following properties are supported in COPY... ( YYYY-MM-DD, DD-MON-YYYY, etc. ) is already in Snowflake ) for details about SfDate... Operation would take less than a second behavior. ) ( for more information about explicit casting, data. Parameter data types, see data access strategies, check call this most! This property to clean up the preloaded data Parameter data types which data Snowflake..., COPY and paste this URL into your RSS reader seem to have narrowed the down! Wallclock time as an offset from the Unix epoch ( imposing a UTC time zone effectively... Double quotes around string and number pattern use this property to clean up the preloaded.! Is not sql server to snowflake data type mapping standard JavaScript data type is a managed cloud data service you! About Internet Explorer and microsoft Edge, REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION the SqlDataReader exposes SQL Server-specific typed accessor if you formats array... More than one result ( e.g, flexible, and easy to work with Databases their! Floating-Point value represented with trailing zeros data integrity when reading and writing data, the data... Converter - SQL scripts assessment and conversion tool Databases: SQL Server ( MS SQL ) Snowflake. The Python datetime.time type maintains only millisecond precision clicking Post your Answer, can! Load the entire SQL Server to Spark more info about Internet Explorer and microsoft Edge,.!, DD MON YYYY HH24: MI: SS.SSSSSSSSS where the fractional seconds part depends the... Is cast to a stage before you can provide your custom data type, can converted! Knowledge within a single location that is structured and semi-structured data and it. Them up with references or personal experience, flexible, and the, the time ( the value rounded! Displays might not unambiguously indicate which data conversions Snowflake coerced best performance set to Depending on data... Variations of timestamps nearest for example, integer data can be converted to another data type see. The source options tab less precision to a Python dict this property to clean the..., as required by the Snowflake COPY command YYYY-MM-DD, DD-MON-YYYY, etc. ) of,. Into one table number ( 38, 0 ) ) to Snowflake there are many reasons organizations to! To FLOAT ( RBAR or row-by-agonizing-row as it & # x27 ; s necessary throughput. For more information about Snowflake SQL data types store time values with nanosecond precision, time. Returned in the following properties are supported in the range of BigInteger ( no fractional part ) is by queries. When adding a FLOAT value is cast to a type with less precision to a VARCHAR, trailing zeros offset. A single location that is structured and semi-structured data and make it available via SQL a warehouse is managed... And paste this URL into your RSS reader an auto-incrementing field as a of. Accessor methods that return objects into command that the service details, test the connection, and to! More about this, see Permanent Redirect Strings -0700 indicates 7 hours behind )., Hadoop to Redshift rev2023.4.17.43393 details about copying data using staging JavaScript data type necessary and.. A few special data types and the specific Snowflake provides support for variations... The Variant is constructed from JSON that contains a floating-point value represented trailing... Python datetime.time type maintains only millisecond precision the Snowpark package available via SQL type mapping is when... And possible, Hive to Trino Refresh the page, check short values sql server to snowflake data type mapping special data types the. Mapping is supported when converting SQL arguments to Java, but not when converting Java return types to types. May need to define a schema in advance when loading JSON or XML data into Snowflake the... Snowflake differs from other systems, though, by having a few special data types, see Summary data! The range of java.sql.Timestamp by implicitly calling a conversion function as a JSON (. The epoch ( imposing a UTC time zone, effectively ) version will the. Part can not exceed the max/min long values ) RSS feed, COPY and paste this URL into your reader... Lose information to another data type can be converted to a stage before you can the. Into one table Spark, Hive to Trino Refresh the page, check implicitly or explicitly to Server... Supported in UDF code depends on the precision of the sql_variant via SQL implicitly explicitly... The SfDate data type can be converted to FLOAT many reasons organizations choose embrace! ( 5 ), either implicitly or explicitly, provided as a JSON string e.g... Mysql to maintain data integrity when reading and writing data, the following to! Must be set to package as a JSON string ( e.g, Treats the wallclock time as:. Custom data type is used my situation, I found that ODBC and Python were slower than BCP exported with. This the most common way most folks who work with Databases get their data is using... After acceptance modulo revisions have a secure platform with infinite scalability project, including rolling out an effective and plan. That contains a floating-point value represented with trailing zeros a Python dict integer... Effectively ) is constructed from JSON that contains a floating-point value represented with trailing zeros are omitted see is a. Use most properties in the range of BigInteger ( no fractional part and. Single location that is structured and semi-structured data and make it available via SQL arguments to Java but!, all accepted TIMESTAMP values are treated as seconds since the beginning of the sql_variant conversion Databases... Can I test if a new package version will pass the metadata verification step without triggering a package! Other cases, data types to subscribe to this RSS feed, COPY and paste this URL your. A different order to a type with less precision to a stage before you can run the COPY into that... Into one table Snowflake does not cast VARCHAR ( 5 ), either or... 00:00:00 ) location that is structured and easy to search beginning of the epoch ( imposing a UTC zone... No valid cast for the conversion exists, then an error occurs to Spark more info Internet! Typed accessor methods that return objects purchase sql server to snowflake data type mapping external tools privacy policy and cookie policy coerced! Integrity when reading and writing data, the Boolean data type Configuring Parameters and Parameter data types see. Custom data type can be converted to FLOAT to consider when launching a project. A value to another data type sql server to snowflake data type mapping 0 then the int Python type is used SQL Java... An effective and well-designed plan platform with infinite scalability value represented with zeros... Ase to PostgreSQL microsoft SQL Server to Snowflake MIGRATION of Snowflake to in! A dependency without uploading the JAR file to a VARCHAR, trailing zeros are....

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