Software probe minimization
View Patent ↗A method of developing a tracing solution for the execution of blocks of computer code. The method comprises representing each block of code of an initial tracing solution as a vertex on an initial tracing solution graph. The vertices on the initial tracing solution graph constitute an initial set of vertices. The method further comprises checking whether there are any redundant vertices in the initial set of vertices. Redundant vertices are vertices not needed for a tracing solution. If there are any redundant vertices in the initial set of vertices, one or more of the redundant vertices is eliminated from the initial set of vertices, thereby deriving a reduced set of vertices.
1. A method of developing a tracing solution for the execution of blocks of computer code, comprising:
(i) representing each block of code of an initial tracing solution as a vertex on an initial tracing solution graph, the vertices on the initial tracing solution graph constituting an initial set of vertices;
(ii) checking whether there are any redundant vertices in the initial set of vertices, comprising:
for each vertex of the initial tracing solution graph:
identifying all immediately preceding vertices in the initial tracing solution graph, an immediately preceding vertex being one that lies at the tail of an edge connected to the vertex;
identifying all immediately succeeding vertices in the initial tracing solution graph, an immediately succeeding vertex being one that lies at the head of an edge connected to the vertex; and
classifying the vertex as redundant if there is no edge that directly links an immediately preceding vertex to an immediately succeeding vertex;
(iii) if there are any redundant vertices in the initial set of vertices of the initial tracing solution graph, reducing the initial tracing solution graph by eliminating at least one of the redundant vertices from the initial set of vertices of the initial tracing solution graph, thereby deriving a reduced set of vertices.
2. A method in accordance with claim 1 , further comprising:
if there are redundant vertices in the initial set of vertices, selecting the reduced set of vertices as a tracing solution; or
if there are no redundant vertices in the initial set of vertices, selecting the initial set of vertices as a tracing solution.
3. A method in accordance with claim 1 , further comprising, if there is a reduced set of vertices:
(iv) constructing a reduced tracing solution graph, the tracing solution graph comprising only:
a) vertices that are part of the reduced set; and
b) edges representing paths between the vertices in the reduced set;
(v) checking whether there are any redundant vertices in the reduced set, by checking for any redundant vertices on the reduced tracing solution graph;
(vi) if there are any redundant vertices in the reduced set, then eliminating one redundant vertex;
(vii) repeating:
a) constructing a reduced tracing solution graph;
b) checking whether there are any redundant vertices; and
c) eliminating one redundant vertex;
until there are no further redundant vertices, thereby deriving a locally minimal reduced set of vertices.
4. A method in accordance with claim 3 , further comprising:
selecting the locally minimal reduced set of vertices as a tracing solution.
5. A method in accordance with claim 2 , further comprising:
instrumenting each block corresponding to a vertex of the tracing solution with a probe; and
associating a token with each probe, in order to provide tracing information and/or code coverage information.
6. A method in accordance with claim 3 further comprising:
developing a profiling solution from the tracing solution by:
assigning a counter to each vertex of an initial profiling solution; and
assigning probes only to vertices included in either the reduced set of vertices or the locally minimal reduced set of vertices; and
for each counter assigned to a vertex that does not have a probe, arranging for the counter to be incremented by a probe that is assigned to another vertex.
7. A method in accordance with claim 3 further comprising:
developing a code coverage solution from the tracing solution by:
assigning a token to each vertex of the initial set of vertices of the initial tracing solution graph; and
assigning probes only to vertices included in either of the reduced set of vertices or the locally minimal reduced set of vertices;
for each token assigned to a vertex that does not have a probe, arranging for the token to be marked by a probe that is assigned to another vertex.
8. A method of monitoring the operation of blocks of code, comprising:
instrumenting the blocks of code of the computer program that correspond to vertices in a tracing solution with probes derived by
(i) representing each block of code of an initial tracing solution as a vertex on an initial tracing solution graph, the vertices on the initial tracing solution graph constituting an initial set of vertices;
(ii) checking whether there are any redundant vertices in the initial set of vertices, comprising:
for each vertex of the initial tracing solution graph:
identifying all immediately preceding vertices in the initial tracing solution graph, an immediately preceding vertex being one that lies at the tail of an edge connected to the vertex;
identifying all immediately succeeding vertices in the initial tracing solution graph, an immediately succeeding vertex being one that lies at the head of an edge connected to the vertex; and
classifying the vertex as redundant if there is no edge that directly links an immediately preceding vertex to an immediately succeeding vertex;
(iii) if there are any redundant vertices in the initial set of vertices of the initial tracing solution graph, reducing the initial tracing solution graph by eliminating at least one of the redundant vertices from the initial set of vertices of the initial tracing solution graph, thereby deriving a reduced set of vertices;
(iv) if there are redundant vertices in the initial set of vertices, selecting the reduced set of vertices as a tracing solution;
(v) if there are no redundant vertices in the initial set of vertices, selecting the initial set of vertices as a tracing solution; and
recording data provided by the probes.
9. A system for monitoring the operation of blocks of code on an integrated circuit, comprising:
a program comprising blocks of code for running on the integrated circuit, a sub-set of the blocks being instrumented with probes configured to:
(i) represent each block of code of an initial tracing solution as a vertex on an initial tracing solution graph, the vertices on the initial tracing solution graph constituting an initial set of vertices;
(ii) check whether there are any redundant vertices in the initial set of vertices, comprising:
for each vertex of the initial tracing solution graph:
identifying all immediately preceding vertices in the initial tracing solution graph, an immediately preceding vertex being one that lies at the tail of an edge connected to the vertex;
identifying all immediately succeeding vertices in the initial tracing solution graph, an immediately succeeding vertex being one that lies at the head of an edge connected to the vertex; and
classifying the vertex as redundant if there is no edge that directly links an immediately preceding vertex to an immediately succeeding vertex;
(iii) if there are any redundant vertices in the initial set of vertices of the initial tracing solution graph, reduce the initial tracing solution graph by eliminating at least one of the redundant vertices from the initial set of vertices of the initial tracing solution graph, thereby deriving a reduced set of vertices;
(iv) if there are any redundant vertices in the initial set of vertices, select the reduced set of vertices as a tracing solution;
(v) if there are no redundant vertices in the initial set of vertices, select the initial set of vertices as a tracing solution; and
a personal computer or other data recording system linked to the program, for receiving data provided by the probes.
10. A system in accordance with claim 9 , further comprising:
if there are redundant vertices in the initial set of vertices, selecting the reduced set of vertices as a tracing solution; or
if there are no redundant vertices in the initial set of vertices, selecting the initial set of vertices as a tracing solution.
11. A system in accordance with claim 9 , further comprising, if there is a reduced set of vertices:
(iv) constructing a reduced tracing solution graph, the tracing solution graph comprising only:
a) vertices that are part of the reduced set; and
b) edges representing paths between the vertices in the reduced set;
(v) checking whether there are any redundant vertices in the reduced set, by checking for any redundant vertices in the reduced set, then eliminating one redundant vertex;
(vii) repeating:
a) constructing a reduced tracing solution graph;
b) checking whether there are any redundant vertices; and
c) eliminating one redundant vertex;
until there are no further redundant vertices, thereby deriving a locally minimal reduced set of vertices.
12. A system in accordance with claim 11 , further comprising:
selecting the locally minimal reduced set of vertices as a tracing solution.
13. A system in accordance with claim 11 , the program further configured to:
instrument each block corresponding to a vertex of the tracing solution with a probe; and
associate a token with each probe, in order to provide tracing information and/or code coverage information.
14. A system in accordance with claim 11 , further comprising:
developing a profiling solution from the tracing solution by:
assigning a counter to each vertex of an initial profiling solution; and
assigning probes only to vertices included in either the reduced set of vertices or the locally minimal reduced set of vertices;
for each counter assigned to a vertex that does not have a probe, arranging for the counter to be incremented by a probe that is assigned to another vertex.
15. A system in accordance with claim 9 , further comprising:
assigning a token to each vertex of the initial set of vertices of the initial tracing solution graph; and
assigning probes only to vertices included in either the reduced set of vertices or the locally minimal reduced set of vertices;
for each token assigned to a vertex that does not have a probe, arranging for the token to be marked by a probe that is assigned to another vertex.
16. A method in accordance with claim 8 , further comprising:
if there are redundant vertices in the initial set of vertices, selecting the reduced set of vertices as a tracing solution; or
if there are no redundant vertices in the initial set of vertices, selecting the initial set of vertices as a tracing solution.
17. A method in accordance with claim 8 , further comprising, if there is a reduced set of vertices:
(iv) constructing a reduced tracing solution graph, the tracing solution graph comprising only:
a) vertices that are part of the reduced set; and
b) edges representing paths between the vertices in the reduced set;
(v) checking whether there are any redundant vertices in the reduced set, by checking for any redundant vertices on the reduced tracing solution graph;
(vi) if there are any redundant vertices in the reduced set, then eliminating one redundant vertex;
(vii) repeating:
a) constructing a reduced tracing solution graph;
b) checking whether there are any redundant vertices; and
c) eliminating one redundant vertex;
until there are no further redundant vertices, thereby deriving a locally minimal reduced set of vertices.
18. A method in accordance with claim 17 , further comprising:
selecting the locally minimal reduced set of vertices as a tracing solution.
19. A method in accordance with claim 17 , further comprising:
instrumenting each block corresponding to a vertex of the tracing solution with a probe; and
associating a token with each probe, in order to provide tracing information and/or code coverage information.
20. A method in accordance with claim 17 further comprising:
developing a profiling solution from the tracing solution by:
assigning a counter to each vertex of an initial profiling solution; and
assigning probes only to vertices included in either the reduced set of vertices or the locally minimal reduced set of vertices; and
for each counter assigned to a vertex that does not have a probe, arranging for the counter to be incremented by a probe that is assigned to another vertex.