2024 Snowflake array to rows

A window function is any function that operates over a window of rows. A window function is generally passed two parameters: A row. More precisely, a window function is passed 0 or more expressions. In almost all cases, at least one of those expressions references a column in that row. (Most window functions require at least one column or ... . Ioe processing time

The following example returns an ARRAY containing a range of numbers starting from -5 and ending before -25, decreasing in value by -10: SELECT ARRAY_GENERATE_RANGE (- 5 , - 25 , - 10 ); Copy Extracts a value from an ARRAY or an OBJECT (or a VARIANT that contains an ARRAY or OBJECT). The function returns NULL if either of the arguments is NULL. Note that this function should not be confused with the GET DML command. See also: GET_IGNORE_CASE, GET_PATH , : Syntax¶ ARRAY (or VARIANT containing an ARRAY) As you noticed yourself, you want 4 records. There are 2 ways to do it, both exploit the index column produced by flatten, which represents the position of the produced value in the input (see the Flatten Documentation). Using 2 flattens and index-selection. First way is to take the result of your query, and add these index column, here's an example:A variation of ARRAY_SIZE takes a VARIANT value as input. If the VARIANT value contains an array, the size of the array is returned; otherwise, NULL is returned ...So FLATTEN on your JSON would give you access to the three sub objects of the array, but you are wanting to access two sub objects by name, if you have sets of there values/objects in your data, and they are all related via set_timestamp_micros, you could PIVOT after FLATTEN or you could MAX like. SELECT f.value:value:set_timestamp_micros::number as set_timestamp_micros ,max(iff(f.value:key ...array. The source array of which a subset of the elements are used to construct the resulting array. from. A position in the source array. The position of the first element is 0. Elements from positions less than from are not included in the resulting array. to.Syntax. ARRAY_CONSTRUCT( [ <expr1> ] [ , <expr2> [ , ... ] ] ) Arguments. The arguments are values (or expressions that evaluate to values). The arguments do not all need to be …Extracts a value from an ARRAY or an OBJECT (or a VARIANT that contains an ARRAY or OBJECT). The function returns NULL if either of the arguments is NULL. Note that this function should not be confused with the GET DML command. See also: GET_IGNORE_CASE, GET_PATH , : Syntax¶ ARRAY (or VARIANT containing an ARRAY)When working with arrays in Snowflake, you often need to expand array elements into multiple rows. The recommended method to convert an array of integer or characters to rows is to use the table function. We will use the FLATTEN function for the demonstration. Snowflake FLATTEN Function. FLATTEN is a table function that takes an ARRAY column ...Flattens (explodes) compound values into multiple rows. FLATTEN is a table function that takes a VARIANT, OBJECT, or ARRAY column and produces a lateral view (i.e. an …Snowflake LATERAL with FLATTEN Table Function. The FLATTEN function is a table function which takes an object or array object and explodes the values into rows. The flatten function produces a lateral view. Flatten function is most commonly used in converting array values to table rows.29 2. 1 Answer. Sorted by: 0. You may use FLATTEN for this purpose: select a1.VALUE, a2.VALUE from mytable, LATERAL FLATTEN( col1 ) a1, LATERAL …Json flattening in Snowflake - array, data object. Hot Network Questions A cipher proposed by Littlewood What is "What *is*."? Why is the deployment on to mainnet not happening? Can I say "to join the academy" to mean "to go into academia"? I know I can create folders from a list.txt, but can I move files to those folders based on a … Arguments. value_expr. Value to find in array. If array is a semi-structured ARRAY, value_expr must evaluate to a VARIANT. If array is a structured ARRAY, value_expr must evaluate to a type that is comparable to the type of the ARRAY. array. The ARRAY to search. You can use the (LATERAL) FLATTEN function to extract a nested variant, object, or array from JSON data. For example, let's create a table VNT containing a single JSON field: CREATE OR REPLACE TABLE vnt. src variant. AS SELECT parse_json (column1) as src. FROM values.1. Using snowflake, I have a column named 'column_1'. The datatype is TEXT. I say: select to_array(column_1) from fake_table; and I get: So it put my text into it. But I want to convert the datatype. Seems like it should be simple. I try strtok_to_array(column_1, ',') and get the same situation.You can partition by 0, 1, or more expressions. For example, suppose that you are selecting data across multiple states (or provinces) and you want row numbers from 1 to N within each state; in that case, you can partition by the state. If you want only a single group, then omit the PARTITION BY clause. expr3 and expr4 specify the column (s) or ...Developer Snowpark API Python Python API Reference Functions functions.array_to_string snowflake.snowpark.functions.array_to_string¶ snowflake.snowpark.functions. array_to_string (array: Union [Column, str], separator: Union [Column, str]) → Column [source] ¶ Returns an input ARRAY converted to a string by casting all values to strings …Here is one way to do it. First get rid of the [" and ]" as the double quotes in city column don't enclose single array elements but all of them, then tokenize the string and return it as real array with strtok_to_array, then flatten the array elements to separate rows and lateral join the rows (cities) back to the rest of the record. with data as.I have a table of two columns both with the array data type. Their array size is the same (3 elements in an array). Each element in an array column is paired with the same-positioned element in another array column. I would like to know how to extract each element in both array columns and convert them into multiple rows using Snowflake.When working with arrays in Snowflake, you often need to expand array elements into multiple rows. The recommended method to convert an array of integer or characters to rows is to use the table function. We will use the FLATTEN function for the demonstration. Snowflake FLATTEN Function. FLATTEN is a table function that takes an ARRAY column ...There are two types of filtering when Snowflake analyzes a query to minimize the table scan (from your screenshot it appears this is where most of the time is spent in your query) Static pruning - filters, ensure that you do not apply functions on the column itself but where you can apply functions on the static value of your querycreate or replace table array_tbl (array1 array, array2 array); insert into array_tbl ; SELECT ARRAY_CONSTRUCT (1, 2, 3), ARRAY_CONSTRUCT ('A', 'B', 'C'); select * from …FROM "APUTNAM"."TEST"."ARRAY_OF_OBJECTS". WHERE array_contains(json:my_array,'element',2); There is an array contains function but the documentation doesn't indicate any way to check values of objects inside the array. (only if the array contains the entire element) Knowledge Base. Array.Value to find in array. If array is a semi-structured ARRAY, value_expr must evaluate to a VARIANT. If array is a structured ARRAY, value_expr must evaluate to a type that is comparable to the type of the ARRAY. array. The ARRAY to search. Returns¶ The function returns TRUE if value is present in array. Examples¶Following is the list of Snowflake array functions with brief descriptions: Array Functions. Description. ARRAY_AGG. Function returns the input values, pivoted into an ARRAY. ARRAY_APPEND. This function returns an array containing all elements from the source array as well as the new element. ARRAY_CAT.A non-scalar subquery returns 0, 1, or multiple rows, each of which may contain 1 or multiple columns. For each column, if there is no value to return, the subquery returns NULL. If no rows qualify to be returned, the subquery returns 0 rows (not NULLs). Types Supported by Snowflake¶ Snowflake currently supports the following types of subqueries:Even if you have used a cursor to fetch rows from the RESULTSET, the table returned by TABLE(resultset_name) still contains all of the rows (not just the rows starting from the cursor's internal row pointer).. Limitations of the RESULTSET data type¶. Although RESULTSET is a data type, Snowflake does not yet support: Declaring a column of type RESULTSET. An aggregate function takes multiple rows (actually, zero, one, or more rows) as input and produces a single output. In contrast, scalar functions take one row as input and produce one row (one value) as output. An aggregate function always returns exactly one row, even when the input contains zero rows. Typically, if the input contained zero ... If you’re in the market for new furniture, chances are you’ve come across the Furniture Row website. With a wide range of home furnishings and decor options, this online platform i...29 2. 1 Answer. Sorted by: 0. You may use FLATTEN for this purpose: select a1.VALUE, a2.VALUE from mytable, LATERAL FLATTEN( col1 ) a1, LATERAL …I have a table of values where there are a variable number of rows per each key value. I want to output a table that concats those row values together onto each distinct key value. INPUT TABLEThe function returns an ARRAY containing the values of a column for the rows with the lowest values of a specified column. The values in the ARRAY are sorted by ...Using the docs mentioned by @Nat (Nanigans) and @mark.peters (Snowflake) here a way to do it. You might also want to try using LATERAL FLATTEN too! create or replace table json_example(v variant); insert into json_example. select parse_json(.How to convert multiple rows into a single row in snowflake for 1 id. EX: 1 id can have multiple names and i want all the names in 1 rowI have a table of values where there are a variable number of rows per each key value. I want to output a table that concats those row values together onto each distinct key value. ... How to concatenate two strings in different rows in SQL (Snowflake)? 0. ... How to concatenate arrays in Snowflake with distinct values? 0.Semi-structured Data Files and Columnarization. When semi-structured data is inserted into a VARIANT column, Snowflake uses certain rules to extract as much of the data as possible to a columnar form. The rest of the data is stored as a single column in a parsed semi-structured structure. By default, Snowflake extracts a maximum of 200 elements ...Now I want to create table B , which has 3 columns (id, key, merged_data) and will contain only 1 record: (1,5,{records:[ {a:b},{c:d},{e:f}]}) Meaning, we took all the records from table A that have the same key , took the value of their data column and merged it into one array that sits in the merged_data column in table B.I can't figure out how to flatten the array containing all guids in the entire time span and then use the HyperLogLog function to count the distinct values. My (non-functional) attempt currently looks like this: SELECT. ARRAY_AGG(date) AS dates, SUM(unique_guids) AS unique_guids_per_day, HLL(SOMEHOW_FLATTEN(ARRAY_AGG(all_guids))) AS total ...If TRUE, exactly one row is generated for zero-row expansions (with NULL in the KEY, INDEX, and VALUE columns). In below JSON , we have Customer ARRAY having three records with details Invoice and ...LATERAL FLATTEN is an idiom to flatten (expand) the values in an object (JSON) or an array to rows and combine with the original row in the parent table. So, …Snowflake's ARRAY_EXCEPT handles this nicely in the cases where array is a distinct set of values. However, ... Removing rows based on a string in Snowflake (SQL) 3. Javascript Array in snowflake procedure. 0. Do memberwise operations on arrays in Snowflake. Hot Network QuestionsIf there are columns from table that are outside of the array that you want to reference in each row, simply include them in the SELECT. Essentially the flattened rows from the array are "joined" to the non-nested columns of the table implicitly...Reference Function and Stored Procedure Reference Aggregate ARRAY_UNION_AGG Categories: Aggregate Functions (Counting Distinct Values) , Window Functions (Semi-structured Data Aggregation). ARRAY_UNION_AGG¶. Returns an ARRAY that contains the union of the distinct values from the input ARRAYs in a column. You can use this to aggregate distinct values in ARRAYs produced by ARRAY_UNIQUE_AGG.2. I've created an UDF in the end that allows me to do this as a scalar function. // Distinct Concatenate. create or replace function array_dcat(array1 variant, array2 variant) returns variant. language javascript. comment = 'Returns a distinct concatenation of two arrays'. as. $$.Syntax. ARRAY_SLICE( <array> , <from> , <to> ) Arguments. array. The source array of which a subset of the elements are used to construct the resulting array. from. A position …create or replace table demo_db.public.snowball ( table_name varchar(314), total_rows number(18,0), table_last_altered timestamp_ltz(9), table_created timestamp_ltz(9), table_bytes number(18,0), col_name array, col_data_type array, col_hll array, col_null_cnt array, col_min array, col_max array, col_top array, col_avg array, …The current row. The row that follows the current row. The 2 in the call NTH_VALUE(i, 2) specifies the second row in the window frame (which, in this case, is also the current row). When the current row is the very first row in the window frame, there is no preceding row to reference, so FIRST_VALUE() returns a NULL for that row.Split semi-structured elements and load as VARIANT values into separate columns¶. Following the instructions in Load semi-structured Data into Separate Columns, you can load individual elements from semi-structured data into different columns in your target table.Additionally, using the SPLIT function, you can split element values that contain a …The current row. The row that follows the current row. The 2 in the call NTH_VALUE(i, 2) specifies the second row in the window frame (which, in this case, is also the current row). When the current row is the very first row in the window frame, there is no preceding row to reference, so FIRST_VALUE() returns a NULL for that row.When working with arrays in Snowflake, you often need to expand array elements into multiple rows. The recommended method to convert an array of integer or characters to rows is to use the table function. We will use the FLATTEN function for the demonstration. Snowflake FLATTEN Function. FLATTEN is a table function that takes an ARRAY column ...This shows a simple query using FIRST_VALUE(). This query contains two ORDER BY sub-clauses, one to control the order of rows in each partition, and one to control the order of the output of the full query. The next query contrasts the outputs of FIRST_VALUE, NTH_VALUE, and LAST_VALUE. Note that:It is possible without using FLATTEN, by using ARRAY_UNION_AGG: Returns an ARRAY that contains the union of the distinct values from the input ARRAYs in a column. For sample data: Query: or: UNION ALL. SELECT Herbs FROM t); Output: You could flatten the combined array and then aggregate back:WHERE s1.INDEX = s2.INDEX. AND s2.INDEX = s3.INDEX; Output: Though this approach will explode really fast size_array_1 * size_array_2 * size_array_3. EDIT: I tried placing a value of null (undefined) in one of the arrays values, and when i do - the query would not return the row with null as one of the column values (returned 6 rows instead of ... I am having difficultly finding documentation on how to insert data into an ARRAY column type using SQL on a Snowflake table. Snowflake Documentation: https: ... If multiple rows contain these lowest values, the function is non-deterministic. For example, MIN_BY(employee_id, salary, 5) returns an ARRAY of values of the employee_id column for the five rows containing the lowest values in the salary column. The IDs in the ARRAY are sorted by the corresponding values in the salary column. See also: MIN ...How to convert multiple rows into a single row in snowflake for 1 id. EX: 1 id can have multiple names and i want all the names in 1 row1. Using snowflake, I have a column named 'column_1'. The datatype is TEXT. I say: select to_array(column_1) from fake_table; and I get: So it put my text into it. But I want to convert the datatype. Seems like it should be simple. I try strtok_to_array(column_1, ',') and get the same situation.Nov 26, 2020 · I'm trying to insert multiple rows with arrays and structs, via an SQL statement, into Snowflake. To insert arrays of values into a column I am using the ARRAY_CONSTUCT function and to insert the structures/dictionaries/objects I am using the OBJECT_CONSTRUCT function. E.g. insert into "MY_DB"."MY_SCHEMA"."MY_TABLE". SELECT orders[s.t]::INT AS orders, part[s.t]::INT AS part, price[s.t] AS price FROM t LEFT JOIN (VALUES (0),(1),(2),(3),(4),(5),(6),(7),(8),(9)) AS s(t) ON s.t < …Reference Function and Stored Procedure Reference Semi-Structured and Structured Data ARRAY_FLATTEN Categories: Semi-structured and Structured Data Functions (Array/Object) ARRAY_FLATTEN¶ Flattens an ARRAY of ARRAYs into a single ARRAY. The function effectively concatenates the ARRAYs that are elements of the input ARRAY and returns them as a ...Redirecting to - Snowflake Inc. ... Redirecting... Snowflake maintains statistics on tables and views, and this optimization allows simple queries to run faster. When a row access policy is set on a table or view and the COUNT function is used in a query, Snowflake must scan each row and determine whether the user is allowed to view the row. To iterate through the array and expand individual values, we need to flatten it. This will result in three individual rows, each containing a single value from the array. Snowflake offers two functions for this purpose: LATERAL and …Semi-structured Data Files and Columnarization. When semi-structured data is inserted into a VARIANT column, Snowflake uses certain rules to extract as much of the data as possible to a columnar form. The rest of the data is stored as a single column in a parsed semi-structured structure. By default, Snowflake extracts a maximum of 200 elements ...I can't figure out how to flatten the array containing all guids in the entire time span and then use the HyperLogLog function to count the distinct values. My (non-functional) attempt currently looks like this: SELECT. ARRAY_AGG(date) AS dates, SUM(unique_guids) AS unique_guids_per_day, HLL(SOMEHOW_FLATTEN(ARRAY_AGG(all_guids))) AS total ...snowflake.snowpark.functions.array_to_string(array: Union[Column, str], separator: Union[Column, str]) → Column [source] Returns an input ARRAY converted to a string by casting all values to strings (using TO_VARCHAR) and concatenating them (using the string from the second argument to separate the elements). Parameters. : array – Column ...Following is the list of Snowflake array functions with brief descriptions: Array Functions. Description. ARRAY_AGG. Function returns the input values, pivoted into an ARRAY. ARRAY_APPEND. This function returns an array containing all elements from the source array as well as the new element. ARRAY_CAT.Winter is in full swing, and what better way to embrace the beauty of the season than by creating your own snowflakes? Snowflakes are not only a symbol of winter wonderland but als...In Snowflake Scripting, a RESULTSET is a SQL data type that points to the result set of a query. Because a RESULTSET is just a pointer to the results, you must do one of the following to access the results through the RESULTSET: Use the TABLE(...) syntax to retrieve the results as a table. Iterate over the RESULTSET with a cursor.A Snowflake ARRAY is similar to an array in many other programming languages. An ARRAY contains 0 or more pieces of data. ... For example, the following query reads the value at index position 2 in the array stored in my_array_column. select my_array_column [2] from my_table; Copy. Arrays can be nested. The following query reads the zeroth ...If you are passing in structured ARRAYs, the function returns an ARRAY of a type that can accommodate both input types. If either argument is NULL, the function ...Arguments¶ expr. An expression that evaluates to a VARIANT that contains an OBJECT. Returns¶. The data type of the returned value is OBJECT. Examples¶. This demonstrates simple usage of the TO_OBJECT function:Extracts a value from an ARRAY or an OBJECT (or a VARIANT that contains an ARRAY or OBJECT). The function returns NULL if either of the arguments is NULL. Note that this function should not be confused with the GET DML command. See also: GET_IGNORE_CASE, GET_PATH , : Syntax¶ ARRAY (or VARIANT containing an …snowflake.snowpark.functions.array_to_string(array: Union[Column, str], separator: Union[Column, str]) → Column [source] Returns an input ARRAY converted to a string by casting all values to strings (using TO_VARCHAR) and concatenating them (using the string from the second argument to separate the elements). Parameters. : array – Column ...The new 4 row Carnival SUV has been making waves in the automotive industry, especially among families looking for a spacious and versatile vehicle. With its impressive features an...Snowflake Convert Array to Rows. When working with arrays in Snowflake, you often need to expand array elements into multiple rows. The recommended method to convert an array of integer or characters to rows is to use the table function. We will use … An ARRAY containing the elements from array2 appended after the elements of array1. Usage Notes¶ Both arguments must either be structured ARRAYs or semi-structured ARRAYs. If you are passing in semi-structured ARRAYs, both arguments must be of ARRAY type or VARIANT containing an array. In your original SQL, the "null" that you are specifying as the 3rd element of the array is NOT treated as a SQL NULL in the array, but rather as an "undefined" value. When you "flatten" the array, the undefined element is being discarded. In the revised code that I provided, the "null" is being specified as a SQL NULL, which is retained when ...The result will be about 4 rows having the following structure: I need to convert the result into an array of object. I tried using: select array_construct(*) from my_table; But it transformed each row into an array with no keys like: [1, 'TEST', 2, 'DATA']. I am using a JavaScript procedure.Here's a sample of how to turn rows into individual JSON documents or one JSON array: -- Get some rows from a sample table. select * from SNOWFLAKE_SAMPLE_DATA.TPCH_SF1.NATION; -- Get each row as its own JSON using object_construct. select object_construct.The data type of the returned value is ARRAY. Usage Notes¶ The data types of the inputs may vary. If the function is called with N arguments, the size of the resulting array will be N. In many contexts, you can use an ARRAY constant (also called an ARRAY literal) instead of the ARRAY_CONSTRUCT function. Examples¶It is possible without using FLATTEN, by using ARRAY_UNION_AGG: Returns an ARRAY that contains the union of the distinct values from the input ARRAYs in a column. For sample data: Query: or: UNION ALL. SELECT Herbs FROM t); Output: You could flatten the combined array and then aggregate back:In Snowflake Database, I've got a table where I got an array column. most pf the times there is only 1 value in the array, but can be up to 100. I'm trying to open the array that will give each cell a different raw.So FLATTEN on your JSON would give you access to the three sub objects of the array, but you are wanting to access two sub objects by name, if you have sets of there values/objects in your data, and they are all related via set_timestamp_micros, you could PIVOT after FLATTEN or you could MAX like1. I have a table column with nested arrays in a Snowflake database. I want to convert the nested array into columns in the manner shown below in Snowflake SQL. Table Name: SENSOR_DATA. The RX column is of data type VARIANT. The nested arrays will not always be 3 as shown below. There are cases where there are 20,000 nested arrays, and other ...Window function sub-clause that specifies an expression (typically a column name). This expression defines partitions that group the input rows before the function is applied. For details, see Window Functions. Returns¶ Returns a string that includes all of the non-NULL input values, separated by the delimiter.An aggregate function takes multiple rows (actually, zero, one, or more rows) as input and produces a single output. In contrast, scalar functions take one row as input and produce one row (one value) as output. An aggregate function always returns exactly one row, even when the input contains zero rows. Typically, if the input contained zero ...Syntax. Aggregate function. ARRAY_AGG( [ DISTINCT ] <expr1> ) [ WITHIN GROUP ( <orderby_clause> ) ] Window function. ARRAY_AGG( [ DISTINCT ] <expr1> ) [ WITHIN …If you are passing in structured ARRAYs, the function returns an ARRAY of a type that can accommodate both input types. If either argument is NULL, the function ...As we age, it becomes increasingly important to prioritize our health and fitness. Regular exercise can help seniors maintain strength, flexibility, and cardiovascular health. One ...The values in the ARRAY are sorted by their corresponding values in the column containing the minimum values. If multiple rows contain these lowest values, the function is non-deterministic. For example, MIN_BY(employee_id, salary, 5) returns an ARRAY of values of the employee_id column for the five rows containing the lowest values in the ...

flatten snowflake arrays into rows. 1. Convert Nested Array into Columns in Snowflake. 3. Flatten Nested Array and Aggregate in Snowflake. 1. Snowflake; convert strings to an array. Hot Network Questions Legend issue with Log10 scaling on ListContourPlot Canada visitor visa denied Why did I lose a point of rating in stalemate? .... Grocery store north park

Sometimes JSON objects have internal objects containing of one or more fields and without a set structure. You can use the (LATERAL) FLATTEN function to extract a nested variant, object, or array from JSON data. For example, let's create a table VNT containing a single JSON field: CREATE OR REPLACE TABLE vnt. src variant.Reference Function and Stored Procedure Reference Aggregate OBJECT_AGG Categories: Aggregate Functions (Semi-structured Data) , Window Functions (General) , Semi-structured and Structured Data Functions (Array/Object). OBJECT_AGG¶. Returns one OBJECT per group. For each (key, value) input pair, where key must be a VARCHAR …In mathematics, an array is a set of numbers or objects placed in rows or columns. Arrays are often used to represent multiplication or division. Most commonly, arrays are presente...Value to find in array. If array is a semi-structured ARRAY, value_expr must evaluate to a VARIANT. If array is a structured ARRAY, value_expr must evaluate to a type that is comparable to the type of the ARRAY. array. The ARRAY to search. Returns¶ The function returns TRUE if value is present in array. Examples¶The function returns an ARRAY containing the values of a column for the rows with the lowest values of a specified column. The values in the ARRAY are sorted by ...Following is the list of Snowflake array functions with brief descriptions: Array Functions. Description. ARRAY_AGG. Function returns the input values, pivoted into an ARRAY. ARRAY_APPEND. This function returns an array containing all elements from the source array as well as the new element. ARRAY_CAT.2. I've created an UDF in the end that allows me to do this as a scalar function. // Distinct Concatenate. create or replace function array_dcat(array1 variant, array2 variant) returns variant. language javascript. comment = 'Returns a distinct concatenation of two arrays'. as. $$. An aggregate function takes multiple rows (actually, zero, one, or more rows) as input and produces a single output. In contrast, scalar functions take one row as input and produce one row (one value) as output. An aggregate function always returns exactly one row, even when the input contains zero rows. Typically, if the input contained zero ... structured data types (including structured OBJECTs, structured ARRAYs, and MAPs). The functions are grouped by type of operation performed: Parsing JSON and XML data. Creating and manipulating ARRAYs and OBJECTs. Extracting values from semi-structured and structured data (e.g. from an ARRAY, OBJECT, or MAP). Converting/casting semi-structured ...EDIT (based on your comment about wanting rows, not a concatenated string column): ... Snowflake - flatten multiple nested array values from json variant column. 0.Jun 16, 2022 · 1. I have a table column with nested arrays in a Snowflake database. I want to convert the nested array into columns in the manner shown below in Snowflake SQL. Table Name: SENSOR_DATA. The RX column is of data type VARIANT. The nested arrays will not always be 3 as shown below. There are cases where there are 20,000 nested arrays, and other ... .

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