Task History
The Spice runtime stores information about completed tasks in the spice.runtime.task_history table. A task is a single unit of execution within the runtime, such as a SQL query or an AI chat completion (see Task Types below). Tasks can be nested, and the runtime will record the parent-child relationship between tasks.
Each task executed has a row in this table, and by default the data is retained for 8 hours. Use a SELECT query to return information about each task as shown in this example:
SELECT
*
FROM
spice.runtime.task_history
LIMIT
100;Output:
+----------------------------------+------------------+----------------+---------------------+----------------------------------------------+-----------------+----------------------------+----------------------------+-----------------------+--------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------+
| trace_id | span_id | parent_span_id | task | input | captured_output | start_time | end_time | execution_duration_ms | error_message | labels |
+----------------------------------+------------------+----------------+---------------------+----------------------------------------------+-----------------+----------------------------+----------------------------+-----------------------+--------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------+
| f94dba6b89de98c6e54b074f2353a897 | 4eb243d9b5347762 | | accelerated_refresh | runtime.metrics | | 2024-09-23T23:17:39.907789 | 2024-09-23T23:17:39.917777 | 9.988 | | {sql: SELECT * FROM runtime.metrics} |
| 1f1f8305520e15ea7ad9b0a43e5d2c7e | 6aadf7c91caea3c4 | | accelerated_refresh | runtime.task_history | | 2024-09-23T23:17:39.907873 | 2024-09-23T23:17:39.917797 | 9.924000000000001 | | {sql: SELECT * FROM runtime.task_history} |
| 1432e30c5ed7764f4ef35f6508dfd56c | fbb31c60d41d8232 | | accelerated_refresh | logs_file | | 2024-09-23T23:17:40.143699 | 2024-09-23T23:17:40.271678 | 127.97900000000001 | | {sql: SELECT * FROM logs_file} |
| fd0b909b789938384d99f0e4e6f4b68b | 624ea4751bb6727a | | accelerated_refresh | logs | | 2024-09-23T23:17:40.676838 | 2024-09-23T23:17:42.345932 | 1669.0939999999998 | | {sql: SELECT * FROM "logs"} |
| 3db5488039408825ac0829a3feb49b05 | e3e5ac928b497eef | | accelerated_refresh | decimal | | 2024-09-23T23:17:41.592359 | 2024-09-23T23:17:43.781699 | 2189.34 | | {sql: SELECT * FROM "decimal"} |
| 5c5ddd481d1e19df823da74fe33f261f | 6afcfd1e65385a16 | | sql_query | select * from runtime.task_history limit 100 | | 2024-09-23T23:17:48.305649 | 2024-09-23T23:17:48.307369 | 1.72 | | {runtime_query: true, query_execution_duration_ms: 1.429375, protocol: FlightSQL, datasets: runtime.task_history, rows_produced: 5} |
| 4c3dd314b874aa63fcd15023e67fc645 | cab3cdc2d31c1b6a | | sql_query | select block_number from logs_file limit 5 | | 2024-09-23T23:18:00.267218 | 2024-09-23T23:18:00.269278 | 2.06 | | {datasets: logs_file, rows_produced: 5, query_execution_duration_ms: 1.940291, accelerated: true, protocol: FlightSQL} |
| f135c00df3aecd68dfa4d2360eff78f5 | db3474855449715c | | sql_query | select * from foobar | | 2024-09-23T23:18:12.865122 | 2024-09-23T23:18:12.865196 | 0.074 | Error during planning: table 'spice.public.foobar' not found | {protocol: FlightSQL, error_code: QueryPlanningError, rows_produced: 0, query_execution_duration_ms: 0.126959, datasets: } |
+----------------------------------+------------------+----------------+---------------------+----------------------------------------------+-----------------+----------------------------+----------------------------+-----------------------+--------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------+Task Types
The following top-level task types are currently recorded:
Task Type
Description
CLI Command
sql_query
SQL Query
spice sql
nsql_query
Natural Language to SQL Query
ai_chat
AI Chat Completion
spice chat
vector_search
Vector Search
spice search
accelerated_refresh
Accelerated Table Refresh
text_embed
Text Embedding
Configuration
Set the following parameters in the runtime.task_history section of the spicepod.yaml file to configure task history:
enabled: Enable or disable task history. Default:true.retention_period: The duration for which task history data is retained. Default:8h.retention_check_interval: The interval at which the task history retention is checked. Default:1m.captured_output: The level of output captured for tasks.noneortruncated. Default:none.truncatedcaptures the first 3 rows of the result set forsql_queryandnsql_querytask types. Other task types currently capture the entire output even in truncated mode.
Examples
Adjust the retention period for task history:
runtime:
task_history:
retention_period: 1h # Keep tasks for 1 hour
retention_check_interval: 1m # Check for expired tasks every minuteDisable task history:
runtime:
task_history:
enabled: falseDisable capturing output from tasks:
runtime:
task_history:
captured_output: none # none or truncatedTable Schema
Column Name
Data Type
Is Nullable
Description
trace_id
Utf8
NO
Unique identifier for the entire trace this task happened in
span_id
Utf8
NO
Unique identifier for this specific task within the trace
parent_span_id
Utf8
YES
Identifier of the parent task, if any
task
Utf8
NO
Name or description of the task being performed (e.g. sql_query)
input
Utf8
NO
Input data or parameters for the task
captured_output
Utf8
YES
Output or result of the task, if available
start_time
Timestamp(Nanosecond, None)
NO
Time when the task started
end_time
Timestamp(Nanosecond, None)
NO
Time when the task ended
execution_duration_ms
Float64
NO
Duration of the task execution in milliseconds
error_message
Utf8
YES
Error message if the task failed, otherwise null
labels
Map(Utf8, Utf8)
NO
Key-value pairs for additional metadata or attributes associated with the task
Example Queries
Retrieve all tasks within a specific timeframe
SELECT
trace_id,
span_id,
task,
start_time,
end_time,
execution_duration_ms,
error_message
FROM spice.runtime.task_history
WHERE start_time >= NOW() - INTERVAL '10 MINUTES'
AND end_time <= NOW();Example output:
+----------------------------------+------------------+---------------------+----------------------------+----------------------------+-----------------------+---------------------------------------------------------------------------------------------+
| trace_id | span_id | task | start_time | end_time | execution_duration_ms | error_message |
+----------------------------------+------------------+---------------------+----------------------------+----------------------------+-----------------------+---------------------------------------------------------------------------------------------+
| 687e0970f8c49d19c5a08764ea2d4dc1 | f4f52ed29db8b151 | text_embed | 2024-11-25T05:39:37.444749 | 2024-11-25T05:39:53.577195 | 16132.446000000002 | |
| 687e0970f8c49d19c5a08764ea2d4dc1 | e47b17bd9fd9fe37 | accelerated_refresh | 2024-11-25T05:39:31.112504 | 2024-11-25T05:39:53.579933 | 22467.429 | |
| 1e881188e5fd252b26adb8a8d838efb8 | 532b0019ad778094 | sql_query | 2024-11-25T05:40:38.864982 | 2024-11-25T05:40:38.871090 | 6.108 | |
| 2ee1c700b450034bb6c2da3de2e2386c | 235dafed1e7d8c02 | sql_query | 2024-11-25T05:39:38.249113 | 2024-11-25T05:39:39.387258 | 1138.145 | |
| 20e75df9ea77ba1c8cb99a2632cdd091 | d07551cd172ffa80 | sql_query | 2024-11-25T05:39:39.458135 | 2024-11-25T05:39:39.482181 | 24.046000000000003 | |
| ca1d470b12191726b61d825df6f2ce2a | 65597a0bc0a4fde3 | sql_query | 2024-11-25T05:39:39.675726 | 2024-11-25T05:39:39.822479 | 146.753 | |
| ac5abd8bfec7e5aa7c19fc84772c55f1 | 316622ac359e3c00 | sql_query | 2024-11-25T05:39:39.872946 | 2024-11-25T05:39:39.872994 | 0.048 | This feature is not implemented: The context currently only supports a single SQL statement |
| 1c640298e248ba297a12b1e3b59fffc7 | 031c3a25dc56d8e9 | sql_query | 2024-11-25T05:39:40.467032 | 2024-11-25T05:39:40.486156 | 19.124 | |
| 2c4d9abee740ced8ae423e0eb4fcff6b | a324b699b8bcf338 | sql_query | 2024-11-25T05:39:40.525506 | 2024-11-25T05:39:40.525526 | 0.02 | This feature is not implemented: The context currently only supports a single SQL statement |
| e5ed7f7a98e62f493ef8af2e0cd7734e | e84c30862a546bb5 | sql_query | 2024-11-25T05:39:40.560891 | 2024-11-25T05:39:40.560911 | 0.02 | This feature is not implemented: The context currently only supports a single SQL statement |
| d471f83092a95bde8663438cda74627f | 3dd9c4d4ebff4cb9 | sql_query | 2024-11-25T05:39:40.600892 | 2024-11-25T05:39:40.647092 | 46.199999999999996 | |
| 701874d7282dd47791e7519b343a9694 | 5dacf75c4537ee0e | accelerated_refresh | 2024-11-25T05:39:30.452534 | 2024-11-25T05:39:30.452900 | 0.366 | |
| 2e6b672a49a8cd5f0862a760661dc846 | f813941e0699e783 | accelerated_refresh | 2024-11-25T05:39:30.848425 | 2024-11-25T05:39:30.857242 | 8.817 | |
| 18d76b6389898cc5253a49294607477d | cc0d06a4e69cbcd5 | health | 2024-11-25T05:39:30.451626 | 2024-11-25T05:39:31.563876 | 1112.25 | |
| c75af81360e8962639faa64e6804b830 | 1ea2c95b243a5717 | accelerated_refresh | 2024-11-25T05:39:31.036470 | 2024-11-25T05:39:31.607845 | 571.375 | |
| 817d88778e91322640414263779ce7f1 | 513a58d83f0416a7 | accelerated_refresh | 2024-11-25T05:39:30.998455 | 2024-11-25T05:39:32.076359 | 1077.904 | |
| 3c507ee30211e6fab7d8a2eaf686e451 | d9be117925fb6d42 | accelerated_refresh | 2024-11-25T05:39:31.061851 | 2024-11-25T05:39:32.078412 | 1016.561 | |
| aa6010405a12a14b6afaf76e9fabedb8 | 1f50a2b177003c54 | accelerated_refresh | 2024-11-25T05:39:30.933543 | 2024-11-25T05:39:32.476197 | 1542.654 | |
| 3c75d16b6b4b8da98c551d115e1c049c | 9a16dc065a95236a | sql_query | 2024-11-25T05:42:27.386754 | 2024-11-25T05:42:27.386859 | 0.10500000000000001 | SQL error: ParserError("Expected: an SQL statement, found: ELECT") |
+----------------------------------+------------------+---------------------+----------------------------+----------------------------+-----------------------+---------------------------------------------------------------------------------------------+Retrieve the most recent error messages
SELECT
trace_id,
task,
error_message,
SUBSTRING(input, 1, 100) AS input_preview,
start_time
FROM spice.runtime.task_history
WHERE error_message IS NOT NULL
ORDER BY start_time DESC
LIMIT 5;+----------------------------------+-----------+---------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------+----------------------------+
| trace_id | task | error_message | input_preview | start_time |
+----------------------------------+-----------+---------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------+----------------------------+
| 352539e75fdb1a3d5fc3b48bfd4b4bae | sql_query | Error during planning: Invalid function 'date'. | SELECT DATE(start_time) AS task_date, COUNT(*) AS task_count | 2024-11-25T06:17:40.573970 |
| | | Did you mean 'tanh'? | FROM spice.runtime.task_history | |
| | | | GROUP B | |
| f6672d562ad97dde0bb4db428723461f | sql_query | This feature is not implemented: The context currently only supports a single SQL statement | with ssales as (select c_last_name ,c_first_name ,s_store_name ,ca_state ,s_ | 2024-11-25T06:06:39.800900 |
| b16fa36e5a2f7f119fc3834875f6bdee | sql_query | This feature is not implemented: The context currently only supports a single SQL statement | with frequent_ss_items as (select substr(i_item_desc,1,30) itemdesc,i_item_sk item_sk,d_date soldda | 2024-11-25T06:06:39.760532 |
| 8d126ea506a374c0c6239c11ee5cbe5a | sql_query | This feature is not implemented: The context currently only supports a single SQL statement | with cross_items as (select i_item_sk ss_item_sk from item, (select iss.i_brand_id brand_id | 2024-11-25T06:06:39.118422 |
| 198a9dcc496f0435cff69de61cc07874 | sql_query | This feature is not implemented: The context currently only supports a single SQL statement | with ssales as (select c_last_name ,c_first_name ,s_store_name ,ca_state ,s_ | 2024-11-25T06:04:11.317419 |
+----------------------------------+-----------+---------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------+----------------------------+Summarize number of tasks by type
SELECT task, COUNT(*) AS task_count, AVG(execution_duration_ms) AS avg_duration_ms
FROM spice.runtime.task_history
GROUP BY task
ORDER BY task_count DESC;Example output:
+-------------------------------+------------+---------------------+
| task | task_count | avg_duration_ms |
+-------------------------------+------------+---------------------+
| sql_query | 65 | 55.10198461538462 |
| accelerated_refresh | 27 | 749.1187407407407 |
| ai_completion | 9 | 5026.337888888888 |
| tool_use::list_datasets | 4 | 0.16899999999999998 |
| text_embed | 4 | 3341.08975 |
| ai_chat | 4 | 7151.03675 |
| vector_search | 3 | 384.376 |
| tool_use::document_similarity | 3 | 385.0406666666667 |
| tool_use::get_readiness | 1 | 0.12999999999999998 |
| tool_use::sample_data | 1 | 2.275 |
| health | 1 | 661.0169999999999 |
+-------------------------------+------------+---------------------+Identify the longest-running tasks
SELECT
task,
trace_id,
parent_span_id,
execution_duration_ms,
labels
FROM spice.runtime.task_history
ORDER BY execution_duration_ms DESC
LIMIT 10;Example output:
+---------------------+----------------------------------+------------------+-----------------------+------------------------------------------------------------------------------------------------+
| task | trace_id | parent_span_id | execution_duration_ms | labels |
+---------------------+----------------------------------+------------------+-----------------------+------------------------------------------------------------------------------------------------+
| accelerated_refresh | d9c38c7e58a02ec939240385a4a25a04 | | 1093711.474 | {sql: SELECT * FROM react.issues} |
| ai_chat | 7a6427313880942316bf3018cd23a198 | | 17202.836000000003 | {model: gpt-4o} |
| ai_completion | 7a6427313880942316bf3018cd23a198 | 59b1fd88c8397e3f | 17202.475 | {model: gpt-4o, total_tokens: 2673, prompt_tokens: 1807, completion_tokens: 866, stream: true} |
| accelerated_refresh | 96758c1132164204a68e1a7234a06cda | | 15660.023000000001 | {sql: SELECT * FROM react.docs} |
| text_embed | 96758c1132164204a68e1a7234a06cda | 109c489b24602356 | 12406.787 | {outputs_produced: 2086} |
| ai_chat | b2a69503a1b83215603ead321eea6f61 | | 6445.162 | {model: gpt-4o} |
| ai_completion | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | 6444.1990000000005 | {prompt_tokens: 1454, stream: true, total_tokens: 1484, model: gpt-4o, completion_tokens: 30} |
| ai_completion | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | 5608.6359999999995 | {prompt_tokens: 1529, total_tokens: 1559, model: gpt-4o, completion_tokens: 30, stream: true} |
| text_embed | 65880ecfc884a41555ac4d21ceef9aef | | 5143.494000000001 | {outputs_produced: 1} |
| text_embed | f51e5e9d4e26de31a2f7d5e9286dd8f4 | | 4769.832 | {outputs_produced: 1} |
+---------------------+----------------------------------+------------------+-----------------------+------------------------------------------------------------------------------------------------+Retrieve details of all tasks associated with a specific trace
SELECT
task,
trace_id,
parent_span_id,
span_id,
execution_duration_ms,
start_time,
end_time,
SUBSTRING(input, 1, 100) AS input_preview,
SUBSTRING(captured_output, 1, 100) AS output_preview,
error_message,
labels
FROM spice.runtime.task_history
WHERE trace_id = 'b2a69503a1b83215603ead321eea6f61'
ORDER BY start_time;Example output:
+-------------------------------+----------------------------------+------------------+------------------+-----------------------+----------------------------+----------------------------+------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------+
| task | trace_id | parent_span_id | span_id | execution_duration_ms | start_time | end_time | input_preview | output_preview | error_message | labels |
+-------------------------------+----------------------------------+------------------+------------------+-----------------------+----------------------------+----------------------------+------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------+
| ai_chat | b2a69503a1b83215603ead321eea6f61 | | 95411c59fc9c8cb8 | 6445.162 | 2024-11-25T06:03:31.197980 | 2024-11-25T06:03:37.643142 | {"messages":[{"role":"user","content":"how to install react"},{"role":"user","content":"top 3 recent | It seems that the dataset containing the recent React issues is currently being refreshed and is not | | {model: gpt-4o} |
| tool_use::list_datasets | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | aa5ba649da3f0581 | 0.367 | 2024-11-25T06:03:31.198139 | 2024-11-25T06:03:31.198506 | | [{"can_search_documents":true,"description":"React.js documentation and reference, from https://reac | | {tool: list_datasets} |
| ai_completion | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | 8bd67a43da1b4312 | 6444.1990000000005 | 2024-11-25T06:03:31.198906 | 2024-11-25T06:03:37.643105 | {"messages":[{"role":"assistant","tool_calls":[{"id":"initial_list_datasets","type":"function","func | | | {prompt_tokens: 1454, stream: true, total_tokens: 1484, model: gpt-4o, completion_tokens: 30} |
| tool_use::document_similarity | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | 49b25ff51580d4fa | 140.337 | 2024-11-25T06:03:31.893913 | 2024-11-25T06:03:32.034250 | {"text":"how to install react","datasets":["spice.react.issues"],"limit":3} | | Error occurred interacting with datafusion: Failed to execute query: External error: Acceleration not ready; loading initial data for react.issues | {tool: document_similarity} |
| vector_search | b2a69503a1b83215603ead321eea6f61 | 49b25ff51580d4fa | 9feb8c9a54079cbd | 140.24200000000002 | 2024-11-25T06:03:31.894 | 2024-11-25T06:03:32.034242 | how to install react | | Error occurred interacting with datafusion: Failed to execute query: External error: Acceleration not ready; loading initial data for react.issues | {limit: 3, tables: spice.react.issues} |
| text_embed | b2a69503a1b83215603ead321eea6f61 | 9feb8c9a54079cbd | 7f18fd8d96a1baeb | 122.771 | 2024-11-25T06:03:31.894072 | 2024-11-25T06:03:32.016843 | "how to install react" | | | {outputs_produced: 1} |
| sql_query | b2a69503a1b83215603ead321eea6f61 | 9feb8c9a54079cbd | 025f6b1e5cd502a6 | 16.892 | 2024-11-25T06:03:32.017320 | 2024-11-25T06:03:32.034212 | WITH ranked_docs as ( | | Failed to execute query: External error: Acceleration not ready; loading initial data for react.issues | {error_code: QueryExecutionError, protocol: Internal, query_execution_duration_ms: 8.20325, datasets: spice.react.issues, rows_produced: 0} |
| | | | | | | | SELECT id, dist, offset FROM ( | | | |
| | | | | | | | SELECT | | | |
| | | | | | | | | | | |
| ai_completion | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | 1b2a3273a1dc4cdf | 5608.6359999999995 | 2024-11-25T06:03:32.034451 | 2024-11-25T06:03:37.643087 | {"messages":[{"role":"assistant","tool_calls":[{"id":"initial_list_datasets","type":"function","func | | | {prompt_tokens: 1529, total_tokens: 1559, model: gpt-4o, completion_tokens: 30, stream: true} |
| tool_use::sample_data | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | 8bd10431fb18df87 | 2.275 | 2024-11-25T06:03:33.039583 | 2024-11-25T06:03:33.041858 | TopNSample({"dataset":"spice.react.issues","limit":3,"order_by":"created_at DESC"}) | | | {sample_method: top_n_sample, tool: top_n_sample} |
| sql_query | b2a69503a1b83215603ead321eea6f61 | 8bd10431fb18df87 | f1b2e06225aa2ba3 | 2.193 | 2024-11-25T06:03:33.039625 | 2024-11-25T06:03:33.041818 | SELECT * FROM spice.react.issues ORDER BY created_at DESC LIMIT 3 | | Failed to execute query: External error: Acceleration not ready; loading initial data for react.issues | {query_execution_duration_ms: 1.5519999, datasets: spice.react.issues, protocol: Internal, error_code: QueryExecutionError, rows_produced: 0} |
| ai_completion | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | b649e4bbe8aac7a3 | 4601.02 | 2024-11-25T06:03:33.042037 | 2024-11-25T06:03:37.643057 | {"messages":[{"role":"assistant","tool_calls":[{"id":"initial_list_datasets","type":"function","func | | | {prompt_tokens: 1599, completion_tokens: 11, model: gpt-4o, stream: true, total_tokens: 1610} |
| tool_use::get_readiness | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | f40f0b4cd608de8b | 0.12999999999999998 | 2024-11-25T06:03:33.499867 | 2024-11-25T06:03:33.499997 | | {"dataset:call_center":"Ready","dataset:catalog_page":"Ready","dataset:catalog_returns":"Ready","dat | | {tool: get_readiness} |
| ai_completion | b2a69503a1b83215603ead321eea6f61 | 95411c59fc9c8cb8 | e018a56742b5064f | 4142.789 | 2024-11-25T06:03:33.500219 | 2024-11-25T06:03:37.643008 | {"messages":[{"role":"assistant","tool_calls":[{"id":"initial_list_datasets","type":"function","func | | | {stream: true, completion_tokens: 254, prompt_tokens: 1920, model: gpt-4o, total_tokens: 2174} |
+-------------------------------+----------------------------------+------------------+------------------+-----------------------+----------------------------+----------------------------+------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------+Retrieve details of most recent chat query
SELECT
task,
trace_id,
execution_duration_ms,
start_time,
SUBSTRING(input, 1, 100) AS input_preview,
SUBSTRING(captured_output, 1, 100) AS output_preview,
error_message,
labels
FROM spice.runtime.task_history
WHERE trace_id = (
SELECT trace_id
FROM spice.runtime.task_history
WHERE task = 'ai_chat'
ORDER BY start_time DESC
LIMIT 1
)
ORDER BY start_time;-----------------+------------------------------------------------------------------------------------------------------+---------------+--------------------------------------------------------------------------------------------------------------+
| task | trace_id | execution_duration_ms | start_time | input_preview | output_preview | error_message | labels |
+-------------------------------+----------------------------------+-----------------------+----------------------------+------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------+---------------+--------------------------------------------------------------------------------------------------------------+
| ai_chat | bb2de94b6f575b6c001f39cfded8bff4 | 5665.4169999999995 | 2024-11-25T07:02:43.240005 | {"messages":[{"role":"user","content":"how to install react"},{"role":"user","content":"top 3 recent | Here are the three most recent issues related to React, along with their summaries and links: | | {model: gpt-4o} |
| | | | | | | | |
| | | | | | 1. ** | | |
| tool_use::list_datasets | bb2de94b6f575b6c001f39cfded8bff4 | 0.157 | 2024-11-25T07:02:43.240048 | | [{"can_search_documents":true,"description":"React.js documentation and reference, from https://reac | | {tool: list_datasets} |
| ai_completion | bb2de94b6f575b6c001f39cfded8bff4 | 5664.964 | 2024-11-25T07:02:43.240416 | {"messages":[{"role":"assistant","tool_calls":[{"id":"initial_list_datasets","type":"function","func | | | {prompt_tokens: 2688, total_tokens: 2716, completion_tokens: 28, model: gpt-4o, stream: true} |
| tool_use::document_similarity | bb2de94b6f575b6c001f39cfded8bff4 | 710.9609999999999 | 2024-11-25T07:02:44.344935 | {"text":"recent issues","datasets":["spice.react.issues"],"limit":3} | | | {tool: document_similarity} |
| vector_search | bb2de94b6f575b6c001f39cfded8bff4 | 710.842 | 2024-11-25T07:02:44.345018 | recent issues | {Full { catalog: "spice", schema: "react", table: "issues" }: VectorSearchTableResult { data: [Recor | | {limit: 3, tables: spice.react.issues} |
| text_embed | bb2de94b6f575b6c001f39cfded8bff4 | 562.453 | 2024-11-25T07:02:44.345072 | "recent issues" | | | {outputs_produced: 1} |
| sql_query | bb2de94b6f575b6c001f39cfded8bff4 | 147.672 | 2024-11-25T07:02:44.908148 | WITH ranked_docs as ( | [{"title_chunk":"app:lintVitalReleaseBug issu","id":"I_kwDOAJy2Ks47fqsI","title":"app:lintVitalRelea | | {datasets: spice.react.issues, protocol: Internal, query_execution_duration_ms: 139.69496, rows_produced: 3} |
| | | | | SELECT id, dist, offset FROM ( | | | |
| | | | | SELECT | | | |
| | | | | | | | |
| ai_completion | bb2de94b6f575b6c001f39cfded8bff4 | 3849.3140000000003 | 2024-11-25T07:02:45.055985 | {"messages":[{"role":"assistant","tool_calls":[{"id":"initial_list_datasets","type":"function","func | | | {model: gpt-4o, total_tokens: 3240, stream: true, completion_tokens: 271, prompt_tokens: 2969} |
+-------------------------------+----------------------------------+-----------------------+----------------------------+------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------+---------------+--------------------------------------------------------------------------------------------------------------+Retrieve Recent Queries for Specific Dataset
SELECT
task,
start_time,
execution_duration_ms,
SUBSTRING(input, 1, 100) AS input_preview,
error_message,
labels
FROM spice.runtime.task_history
WHERE 'catalog_sales' = ANY(string_to_array(labels['datasets'], ','))
ORDER BY start_time DESC
LIMIT 5;Example output:
+-----------+----------------------------+-----------------------+------------------------------------------------------------------------------------------------------+---------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| task | start_time | execution_duration_ms | input_preview | error_message | labels |
+-----------+----------------------------+-----------------------+------------------------------------------------------------------------------------------------------+---------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| sql_query | 2024-11-25T07:15:31.278018 | 19.424 | with ss as ( select i_manufact_id,sum(ss_ext_sales_price) total_sales from store_sales | | {accelerated: true, protocol: FlightSQL, query_execution_duration_ms: 18.765831, rows_produced: 15, datasets: store_sales,customer_address,item,date_dim,web_sales,catalog_sales} |
| sql_query | 2024-11-25T07:15:31.233147 | 1.661 | select sum(cs_ext_discount_amt) as "excess discount amount" from catalog_sales ,item ,dat | | {query_execution_duration_ms: 1.380667, accelerated: true, datasets: date_dim,catalog_sales,item, rows_produced: 1, protocol: FlightSQL} |
| sql_query | 2024-11-25T07:15:30.889905 | 30.101 | select i_item_id ,i_item_desc ,s_store_id ,s_store_name ,stddev_samp(ss_quantit | | {query_execution_duration_ms: 29.511086, datasets: store_sales,store,item,date_dim,store_returns,catalog_sales, rows_produced: 0, protocol: FlightSQL, accelerated: true} |
| sql_query | 2024-11-25T07:15:30.658339 | 24.942 | select i_item_id, avg(cs_quantity) agg1, avg(cs_list_price) agg2, avg(cs_co | | {query_execution_duration_ms: 24.620039, protocol: FlightSQL, datasets: item,date_dim,catalog_sales,promotion,customer_demographics, accelerated: true, rows_produced: 73} |
| sql_query | 2024-11-25T07:15:30.574257 | 40.908 | select i_item_id ,i_item_desc ,s_store_id ,s_store_name ,min(ss_net_profit) as store_sales_prof | | {protocol: FlightSQL, rows_produced: 0, accelerated: true, datasets: store_returns,date_dim,store,store_sales,item,catalog_sales, query_execution_duration_ms: 40.29496} |
+-----------+----------------------------+-----------------------+------------------------------------------------------------------------------------------------------+---------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+Last updated