Handling responses¶

Understanding the flow of execution¶

By default, Snowflake executes the statement synchronously and returns one of the response codes shown in the flow chart below:

As shown in the flow chart above:

• If you submitted a single statement that was executed successfully, Snowflake returns the HTTP response code 200 and the rows from the results in a ResultSet object.

  Use the ResultSet object to retrieve the results.

• If you submitted multiple statements in a single request and the request was processed successfully, Snowflake returns the HTTP response code 200 and a ResultSet object.

  The ResultSet object does not contain any rows from the results. Instead, the data field just contains the message “Multiple statements executed successfully.”

  To retrieve the data, you must get the handles of the individual statements in the request from the statementHandles field. For each statement handle, send a request to check the status of the execution of the statement. See Checking the status of the statement execution and retrieving the data.

  For more information about the process of handling a response for a request that specifies multiple SQL statements, see Getting the results for each SQL statement in the request.

• If the statement takes longer than 45 seconds to execute or if you specified that the statement should be executed asynchronously, Snowflake returns the HTTP response code 202 with a QueryStatus object.

  You can send a request to the endpoint specified by the statementStatusUrl field in the QueryStatus object to check the status of the execution of the statement. See Checking the status of the statement execution and retrieving the data.

  If you want to cancel the execution of the statement, you can send a request to the /api/v2/statements/statementHandle/cancel, using the statement handle from the statementHandle field in the QueryStatus object. See Canceling the execution of a SQL statement.

Checking the status of the statement execution and retrieving the data¶

In some cases, you need to send a request to check the status of the execution of a statement:

• When you submit a SQL statement for execution, Snowflake returns a 202 response code if the execution of the statement has not yet completed or if you submitted an asynchronous query.

  To check if the statement has finished executing, you must send a request to check the status of the statement.

• If you submitted multiple SQL statements in a single request, you get the results of each individual statement by sending a request to check the status of the statement.

In both of these cases, you send a GET request to the /api/v2/statements/ endpoint and append the statement handle to the end of the URL path as a path parameter. See GET /api/v2/statements/{statementHandle} for details.

GET /api/v2/statements/{statementHandle}

{statementHandle} is the handle of the statement that you want to check. To get the statement handle:

• If you received response with a 202 response code, the body of the response includes a QueryStatus object. You can get the statement handle from the statementHandle field of this object.

  Note that you can also get the full URL for the request from the statementStatusUrl field of this object.

  {
    "code": "090001",
    "sqlState": "00000",
    "message": "successfully executed",
    "statementHandle": "e4ce975e-f7ff-4b5e-b15e-bf25f59371ae",
    "statementStatusUrl": "/api/v2/statements/e4ce975e-f7ff-4b5e-b15e-bf25f59371ae"
  }
  

  Copy

• If you submitted a request containing multiple SQL statements, the body of the response includes a ResultSet object that contains a statementHandles field. You can get the handles for the individual statements from this field.

  {
    ...
    "statementHandles" : [ "019c9fce-0502-f1fc-0000-438300e02412", "019c9fce-0502-f1fc-0000-438300e02416" ],
    ...
  }
  

  Copy

For example, the following curl command checks that status of the statement with the handle e4ce975e-f7ff-4b5e-b15e-bf25f59371ae:

curl -i -X GET \
    -H "Authorization: Bearer <jwt>" \
    -H "Content-Type: application/json" \
    -H "Accept: application/json" \
    -H "User-Agent: myApplicationName/1.0" \
    -H "X-Snowflake-Authorization-Token-Type: KEYPAIR_JWT" \
    "https://<account_identifier>.snowflakecomputing.com/api/v2/statements/e4ce975e-f7ff-4b5e-b15e-bf25f59371ae"

where:

• jwt is the JWT that you generated for authentication.

• myApplicationName is an example of an identifier for your application.

• account_identifier is your account identifier.

When you send a request to check the status, Snowflake returns one of the response codes shown in the flow chart below:

As shown in the flow chart above:

• If the statement has finished executing successfully, Snowflake returns the HTTP response code 200 and the rows from the results in a ResultSet object.

  Use the ResultSet object to retrieve the results.

• If the statement has not finished executing, Snowflake returns the HTTP response code 202 with a QueryStatus object.

  Use this object to check the status of the execution of the statement.

• If an error occurred when executing the statement, Snowflake returns the HTTP response code 422 with a QueryFailureStatus object.

  You can get details about the error from this object.

Getting the results from the response¶

If you submit a SQL statement for execution or check the status of statement execution, Snowflake returns a ResultSet object in the body of the response if the statement was executed successfully.

The Snowflake API returns data in partitions. Snowflake determines the number of partitions and the size of each partition that is returned. The size of a partition is variable and is based on the amount of data returned by Snowflake for a particular SQL query.

When you submit a request, the body of this response includes a partitionInfo field. This field contains an array of objects, each of which describes a partition of data. This first object describes the partition of data returned in this response. The rest of the objects describe the additional partitions that you can retrieve by submitting subsequent requests with partition=partition_number.

Each object in the array specifies the number of rows and size of a partition. Your application can use this partition metadata to determine how to handle the partitions returned for subsequent requests.

The following shows an example of part of the response:

{
  "code": "090001",
  "statementHandle": "536fad38-b564-4dc5-9892-a4543504df6c",
  "sqlState": "00000",
  "message": "successfully executed",
  "createdOn": 1597090533987,
  "statementStatusUrl": "/api/v2/statements/536fad38-b564-4dc5-9892-a4543504df6c",
  "resultSetMetaData" : {
    "numRows" : 50000,
    "format" : "jsonv2",
    "partitionInfo" : [ {
      "rowCount" : 12288,
      "uncompressedSize" : 124067,
      "compressedSize" : 29591
    }, {
      "rowCount" : 37712,
      "uncompressedSize" : 414841,
      "compressedSize" : 84469
    }],
  },
  "data": [
    ["customer1", "1234 A Avenue", "98765", "2021-01-20
    12:34:56.03459878"],
    ["customer2", "987 B Street", "98765", "2020-05-31
    01:15:43.765432134"],
    ["customer3", "8777 C Blvd", "98765", "2019-07-01
    23:12:55.123467865"],
    ["customer4", "64646 D Circle", "98765", "2021-08-03
    13:43:23.0"]
  ]
}

Getting metadata about the results¶

In the ResultSet object returned in the response, the resultSetMetaData field contains a ResultSet_resultSetMetaData object that describes the result set (for example, the format of the results, the number of partitions returned, etc.).

{
 "resultSetMetaData": {
  "numRows": 1300,
  "rowType": [
   {
    "name":"ROWNUM",
    "type":"FIXED",
    "length":0,
    "precision":38,
    "scale":0,
    "nullable":false
   }, {
    "name":"ACCOUNT_NAME",
    "type":"TEXT",
    "length":1024,
    "precision":0,
    "scale":0,
    "nullable":false
   }, {
    "name":"ADDRESS",
    "type":"TEXT",
    "length":16777216,
    "precision":0,
    "scale":0,
    "nullable":true
   }, {
    "name":"ZIP",
    "type":"TEXT",
    "length":100,
    "precision":0,
    "scale":0,
    "nullable":true
   }, {
    "name":"CREATED_ON",
    "type":"TIMESTAMP_NTZ",
    "length":0,
    "precision":0,
    "scale":3,
    "nullable":false
   }],
  "partitionInfo": [{
    ... // Partition metadata
  }]
 }
}

  {
    "resultSetMetaData": {
    "numRows: 103477,
    "format": "jsonv2"
    "rowType": {
      ... // Column metadata.
    },
    "partitionInfo": [{
        "rowCount": 12344,
        "uncompressedSize": 14384873,
      },{
        "rowCount": 47387,
        "uncompressedSize": 76483423,
        "compressedSize": 4342748
      },{
        "rowCount": 43746,
        "uncompressedSize": 43748274,
        "compressedSize": 746323
    }]
  },
  ...
}

Getting the data from the results¶

In the ResultSet object in the response, the results are in the data field. The data field contains an array of an array of strings in JSON. For example:

{
  ...
  "data": [
    ["customer1", "1234 A Avenue", "98765", "2021-01-20 12:34:56.03459878"],
    ["customer2", "987 B Street", "98765", "2020-05-31 01:15:43.765432134"],
    ["customer3", "8777 C Blvd", "98765", "2019-07-01 23:12:55.123467865"],
    ["customer4", "64646 D Circle", "98765", "2021-08-03 13:43:23.0"]
  ],
  ...
}

Each array within the array contains the data for a row. The elements in each array represent the data in a row.

The data in the result set is encoded in JSON expressed as strings, regardless of the Snowflake data type of the column.

For example, the value 1.0 in a NUMBER column is returned as the string "1.0". As another example, timestamps are returned as the number of nanoseconds since the epoch. For example, the timestamp for Thursday, January 28, 2021 10:09:37.123456789 PM is returned as "1611871777123456789".

You are responsible for converting the strings to the appropriate data types.

Snowflake returns the values as strings in the following formats (if no output format parameter is specified in the POST submit statement request), depending on the Snowflake data type:

INT / NUMBER:

Decimal number in a string.

FLOAT:

Integer or float in a string.

VARCHAR:

String.

BINARY:

Hexadecimal number in a string.

BOOLEAN:

“false” or “true” in a string.

DATE:

Integer value (in a string) of the number of days since the epoch (e.g. 18262).

TIME, TIMESTAMP_LTZ, TIMESTAMP_NTZ:

Float value (with 9 decimal places) of the number of seconds since the epoch (e.g. 82919.000000000).

TIMESTAMP_TZ:

Float value (with 9 decimal places) of the number of seconds since the epoch, followed by a space and the time zone offset in minutes (e.g. 1616173619000000000 960)

Retrieving additional partitions¶

The Snowflake SQL API returns data in partitions. The first partition is returned in JSON format and contains metadata about all of the partitions returned for a specific query. Your application can use this partition metadata to determine how to handle the partitions returned for subsequent requests.

After receiving the response containing the first partition of data, you can get the rest of the partitions by submitting requests with partition=partition_number, where partition_number identifies the partition of data to return. The partition number 0 identifies the first partition of data, which is returned in the initial request.

For example, after receiving the first partition of data, you can get the second partition of data by submitting a request with the partition parameter set to 1:

GET /api/v2/statements/<handle>?partition=1

In the response for a GET /api/v2/statements/<handle>?partition=partition_number request, the body contains JSON data in compressed form (using gzip).

The response includes the HTTP header Content-Encoding: gzip, which indicates that the body of the response is compressed.

These responses do not contain any metadata. Metadata for all partitions is provided in the first partition.

Returning SQL NULL values as strings¶

By default, SQL NULL values are returned as the value null:

"data" : [ [ null ], ... ]

If you want these values returned as the string "null" instead, set the nullable query parameter to false in the POST request to submit the SQL statement for execution. For example:

POST /api/v2/statements?nullable=false

This returns SQL NULL values as "null":

"data" : [ [ "null" ], ... ]

Formatting the output of query results¶

The Snowflake SQL API supports parameters for formatting output (e.g. Session parameters for dates, times, and timestamps).

For example, by default, a DATE value like 2019-03-27 is returned as “17982” (2019-03-27 is 17982 days after the epoch). If you specify that the DATE_OUTPUT_FORMAT should be “MM/DD/YY” in the request:

{
  "statement": "select date_column from mytable",
  "resultSetMetaData": {
    "format": "jsonv2",
  },
  "parameters": {
    "DATE_OUTPUT_FORMAT": "MM/DD/YYYY"
  }
  ...
}

The DATE value is returned as “03/27/2019”.

In the parameters field in the body of the request, you can set the following parameters that determine the output format of the data:

• BINARY_OUTPUT_FORMAT

• DATE_OUTPUT_FORMAT

• TIME_OUTPUT_FORMAT

• TIMESTAMP_LTZ_OUTPUT_FORMAT

• TIMESTAMP_NTZ_OUTPUT_FORMAT

• TIMESTAMP_TZ_OUTPUT_FORMAT

• TIMESTAMP_OUTPUT_FORMAT

• TIMEZONE

Including row numbers in the resultSet object¶

Row numbers are not returned in the result set. To include row numbers in the response, call the SEQUENCE or ROW_NUMBER window function in your query to generate the row numbers.