Single click delta analysis
Single-click delta analysis is disclosed. A user query of status information collected from one or more monitored devices is received from a user. In response to receiving an indication from the user to determine a variance between different portions of the collected status information, a target query and a baseline query are generated using the user query. The generated target query and the generated baseline query are performed, respectively, against data in a data store including the status information collected from the one or more monitored devices. A target set of status information results and a baseline set of status information results are obtained in response to performing, respectively, the generated target query and the generated baseline query. The obtained target and baseline sets of results are combined. Output indicative of a variance between the target and baseline sets of status information results is provided based at least in part on the combining.
1. A system, comprising:
one or more processors configured to:
receive, from a user, a first query for status information collected from a plurality of nodes and stored in a data store;
collect the status information from the data store based on the first query;
present the status information on a user interface;
receive, via the user interface, a user request to determine a variance between the collected status information for a first node and the collected status information for other nodes in the plurality of nodes, wherein the status information includes a plurality of logs messages or metrics collected from the first node and a plurality of log messages or metrics collected from the other nodes;
modify, in response to the user request, the first query to obtain a second query for the first node, wherein modifying the first query to obtain the second query comprises rewriting the first query to include a set of operator components for the first node to obtain the second query;
modify the first query to obtain a third query for the other nodes, wherein modifying the first query to obtain the third query comprises rewriting the first query to include a set of operator components for the other nodes to obtain the third query;
receive a first set of status information results and a second set of status information results from the data store in response to performing, respectively, the second query and the third query against data in the data store;
determine a variance between the first set of status information results and the second set of status information results; and
present, via the user interface, information on the variance between the first node and the other nodes; and
a memory coupled to the one or more processors and configured to provide the one or more processors with instructions.
2. The system of claim 1 , wherein the user request comprises a selection of a user interface element.
3. The system of claim 1 , wherein the first and second sets of status information results are divided based on a spatial characteristic based on the node that generated the logs messages or metrics.
4. The system of claim 1 , wherein the user request further comprises requesting variance for at least one of a time window and a cohort of users.
5. The system of claim 1 , wherein the first and second sets of status information results comprise tables, and wherein the one or more processors are further configured to join the first and second sets of status information results on a key column.
6. The system of claim 1 , wherein the second query and the third query generated from the first query comprise a same query, associated with different nodes.
7. The system of claim 1 , wherein the second query and the third query generated from the first query comprise different queries associated with different nodes.
8. The system of claim 1 , wherein the first query comprises a query for log messages, and wherein the user request comprises an indication to compare a first group of log messages from the first node against a second group of log messages from the other nodes.
9. The system of claim 8 , wherein the first and second sets of status information results comprise first and second sets of log messages.
10. The system of claim 9 , wherein the one or more processors are further configured to cluster the first set of log messages and to cluster the second set of log messages, and wherein a cluster is associated with a corresponding signature comprising a template for log messages included in the cluster.
11. The system of claim 10 , wherein the one or more processors are further configured to determine a count of a number of log messages in a given cluster.
12. The system of claim 11 , wherein the one or more processors are further configured to join, based at least in part on signatures, the first set of clustered log messages and the second set of clustered log messages.
13. The system of claim 12 , wherein determining the variance between the first set of status information results and the second set of status information results comprises determining at least one of a difference in a number of logs in a given cluster, a presence of a cluster in the first set of status information results but not in the second set of status information results, and a presence of a cluster in the second set of status information results but not the first set of status information results.
14. A method, comprising:
receiving, from a user, a first query for status information collected from a plurality of nodes and stored in a data store;
collecting the status information from the data store based on the first query;
presenting the status information on a user interface;
receiving, via the user interface, a user request to determine a variance between the collected status information for a first node and the collected status information for other nodes in the plurality of nodes, wherein the status information includes a plurality of logs messages or metrics collected from the first node and a plurality of log messages or metrics collected from the other nodes;
modifying, in response to the user request, the first query to obtain a second query for the first node, wherein modifying the first query to obtain the second query comprises rewriting the first query to include a set of operator components for the first node to obtain the second query;
modifying the first query to obtain a third query for the other nodes, wherein modifying the first query to obtain the third query comprises rewriting the first query to include a set of operator components for the other nodes to obtain the third query;
receiving a first set of status information results and a second set of status information results from the data store in response to performing, respectively, the second query and the third query against data in the data store;
determining a variance between the first set of status information results and the second set of status information results; and
presenting, via the user interface, information on the variance between the first node and the other nodes.
15. A computer program product embodied in a non-transitory computer readable storage medium and comprising computer instructions for:
receiving, from a user, a first query for status information collected from a plurality of nodes and stored in a data store;
collecting the status information from the data store based on the first query;
presenting the status information on a user interface;
receiving, via the user interface, a user request to determine a variance between the collected status information for a first node and the collected status information for other nodes in the plurality of nodes, wherein the status information includes a plurality of logs messages or metrics collected from the first node and a plurality of log messages or metrics collected from the other nodes;
modifying, in response to the user request, the first query to obtain a second query for the first node, wherein modifying the first query to obtain the second query comprises rewriting the first query to include a set of operator components for the first node to obtain the second query;
modifying the first query to obtain a third query for the other nodes, wherein modifying the first query to obtain the third query comprises rewriting the first query to include a set of operator components for the other nodes to obtain the third query;
receiving a first set of status information results and a second set of status information results from the data store in response to performing, respectively, the second query and the third query against data in the data store;
determining a variance between the first set of status information results and the second set of status information results; and
presenting, via the user interface, information on the variance between the first node and the other nodes.