[codeface] Re: [PATCH] Add keyword search and storage of commit description

  • From: Wolfgang Mauerer <wm@xxxxxxxxxxxxxxxx>
  • To: codeface@xxxxxxxxxxxxx
  • Date: Sat, 19 Jul 2014 18:32:32 +0200

Hi Mitchell,

Am 18/07/2014 00:33, schrieb Mitchell Joblin:
- keyword search of commit message to identify corrective
   commits, method based on A. Mockus and L. G. Votta,
   "Identifying Reasons for Software Changes Using Historic Databases"

- add boolean attribute to commit class to identify whether a commit
   object is corrective (i.e., bug fix) or not

- store commit description in commit objects and database, this is helpful
   for validating the effectiveness of the keyword search and there
   are many other interesting things we can do with the commit messages
   such as frequent itemset mining, latent semantic indexing etc. which
   is more easily accomplished using R in the subsequent analysis phase

- change database schema to store the new commit object attributes

thanks for the patch, this looks very interesting! I'll need a few days
for merging since I'm travelling ATM.

Best, Wolfgang

Signed-off-by: Mitchell Joblin <mitchell.joblin.ext@xxxxxxxxxxx>
---
  codeface/VCS.py               |   7 ++
  codeface/cluster/cluster.py   |   2 +
  codeface/commit.py            |  24 +++++
  datamodel/codeface.mwb        | Bin 53132 -> 53223 bytes
  datamodel/codeface_schema.sql | 214 ++++++++++++++----------------------------
  5 files changed, 106 insertions(+), 141 deletions(-)

diff --git a/codeface/VCS.py b/codeface/VCS.py
index 25f91a5..357bda5 100644
--- a/codeface/VCS.py
+++ b/codeface/VCS.py
@@ -594,6 +594,13 @@ class gitVCS (VCS):
                  cmt.committer = match.group(1)

          descr = parts[descr_index].split("\n")
+
+        # Check if commit is corrective by keyword search of commit description
+        cmt.checkIfBugFix(descr)
+
+        ## Add commit description to commit object
+        cmt.setDescription(descr)
+
          # Ensure that there are actually sign off tags in the commit message
          found = False
          i = 0
diff --git a/codeface/cluster/cluster.py b/codeface/cluster/cluster.py
index d52d92e..ee56a79 100755
--- a/codeface/cluster/cluster.py
+++ b/codeface/cluster/cluster.py
@@ -898,6 +898,8 @@ def writeCommitData2File(cmtlist, id_mgr, outdir, 
releaseRangeID, dbm, conf):
                    "AuthorTaggersSimilarity" : 
float(cmt.getAuthorTaggersSimilarity()),
                    "TaggersSubsysSimilarity" : 
float(cmt.getTaggersSubsysSimilarity()),
                    "releaseRangeId" : int(releaseRangeID),
+                  "bugFix" : cmt.is_bug_fix,
+                  "description" : cmt.description
              }
          value_names = sorted(values.keys())

diff --git a/codeface/commit.py b/codeface/commit.py
index 6352488..3cec93f 100644
--- a/codeface/commit.py
+++ b/codeface/commit.py
@@ -19,6 +19,11 @@
  # All Rights Reserved.

  class Commit:
+    # Keywords to identify corrective commits
+    # Ref: A. Mockus and L. G. Votta, Identifying Reasons for Software
+    #      Changes Using Historic Databases
+    CORRECTIVE_KEYWORDS = ['bug', 'fix', 'error', 'fail']
+
      def __init__(self):
          # Base characteristics: uniqiue id (typically a hash value) and
          # time stamp (commiter time) of the commit
@@ -30,6 +35,8 @@ class Commit:
          self.author_pi  = None   # PersonInfo instance for author
          self.committer = None    # Committer name
          self.committer_pi = None # PersonInfo instance for committer
+        self.is_bug_fix = None #Boolean if commit fixes bug
+        self.description = None

          # Contains a tuple (added, deleted, changed)
          # for each diff type.
@@ -143,3 +150,20 @@ class Commit:

      def getTaggersSubsysSimilarity(self):
          return self.taggers_subsys_similarity
+
+    def setDescription(self, msg):
+        self.description = ' '.join(msg)
+
+    def checkIfBugFix(self, commit_msg):
+        # Check commit message for keywords indicating a corrective
+        # commit
+        for line in commit_msg:
+            has_keyword = [keyword in line.lower()
+                            for keyword in Commit.CORRECTIVE_KEYWORDS]
+            is_bug_fix = any(has_keyword)
+
+            if is_bug_fix:
+                break
+        # End for line
+
+        self.is_bug_fix = is_bug_fix
\ No newline at end of file
diff --git a/datamodel/codeface.mwb b/datamodel/codeface.mwb
index 
97a239ed626928dc17912d3011595dd09f3478e8..6064a44bab293847b9e511fcb4cf096eae49bd31
 100644
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diff --git a/datamodel/codeface_schema.sql b/datamodel/codeface_schema.sql
index 23f9ea3..bef57bf 100644
--- a/datamodel/codeface_schema.sql
+++ b/datamodel/codeface_schema.sql
@@ -16,11 +16,10 @@ CREATE TABLE IF NOT EXISTS `codeface`.`project` (
    `name` VARCHAR(255) NOT NULL,
    `analysisMethod` VARCHAR(45) NOT NULL,
    `analysisTime` DATETIME NULL DEFAULT NULL,
-  PRIMARY KEY (`id`))
+  PRIMARY KEY (`id`),
+  UNIQUE INDEX `name_UNIQUE` (`name` ASC))
  ENGINE = InnoDB;

-CREATE UNIQUE INDEX `name_UNIQUE` ON `codeface`.`project` (`name` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`person`
@@ -37,6 +36,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`person` (
    `email4` VARCHAR(255) NULL DEFAULT NULL,
    `email5` VARCHAR(255) NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `person_projectId_idx` (`projectId` ASC),
+  UNIQUE INDEX `person_email_project_idx` (`projectId` ASC, `email1` ASC),
    CONSTRAINT `person_projectId`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -44,10 +45,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`person` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `person_projectId_idx` ON `codeface`.`person` (`projectId` ASC);
-
-CREATE UNIQUE INDEX `person_email_project_idx` ON `codeface`.`person` 
(`projectId` ASC, `email1` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`issue`
@@ -72,6 +69,10 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue` (
    `subSubComponent` VARCHAR(45) NULL DEFAULT NULL,
    `version` VARCHAR(45) NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `issue_createdBy_idx` (`createdBy` ASC),
+  INDEX `issue_assignedTo_idx` (`assignedTo` ASC),
+  INDEX `issue_projectId_idx` (`projectId` ASC),
+  UNIQUE INDEX `bugId_UNIQUE` (`bugId` ASC),
    CONSTRAINT `issue_createdBy`
      FOREIGN KEY (`createdBy`)
      REFERENCES `codeface`.`person` (`id`)
@@ -89,14 +90,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `issue_createdBy_idx` ON `codeface`.`issue` (`createdBy` ASC);
-
-CREATE INDEX `issue_assignedTo_idx` ON `codeface`.`issue` (`assignedTo` ASC);
-
-CREATE INDEX `issue_projectId_idx` ON `codeface`.`issue` (`projectId` ASC);
-
-CREATE UNIQUE INDEX `bugId_UNIQUE` ON `codeface`.`issue` (`bugId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`issue_comment`
@@ -109,6 +102,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue_comment` (
    `fk_issueId` BIGINT NOT NULL,
    `commentDate` DATETIME NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `fk_issueId_idx` (`fk_issueId` ASC),
+  INDEX `issue_comment_who_idx` (`who` ASC),
    CONSTRAINT `fk_issueId`
      FOREIGN KEY (`fk_issueId`)
      REFERENCES `codeface`.`issue` (`id`)
@@ -121,10 +116,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue_comment` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `fk_issueId_idx` ON `codeface`.`issue_comment` (`fk_issueId` ASC);
-
-CREATE INDEX `issue_comment_who_idx` ON `codeface`.`issue_comment` (`who` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`release_timeline`
@@ -138,6 +129,7 @@ CREATE TABLE IF NOT EXISTS `codeface`.`release_timeline` (
    `date` DATETIME NULL DEFAULT NULL,
    `projectId` BIGINT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `release_project_ref_idx` (`projectId` ASC),
    CONSTRAINT `release_project_ref`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -145,8 +137,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`release_timeline` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `release_project_ref_idx` ON `codeface`.`release_timeline` 
(`projectId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`release_range`
@@ -160,6 +150,10 @@ CREATE TABLE IF NOT EXISTS `codeface`.`release_range` (
    `projectId` BIGINT NOT NULL,
    `releaseRCStartId` BIGINT NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `releaseRange_releaseStartId_idx` (`releaseStartId` ASC),
+  INDEX `releaseRange_releaseEndId_idx` (`releaseEndId` ASC),
+  INDEX `releaseRange_projectId_idx` (`projectId` ASC),
+  INDEX `releaseRange_RCStartId_idx` (`releaseRCStartId` ASC),
    CONSTRAINT `releaseRange_releaseStartId`
      FOREIGN KEY (`releaseStartId`)
      REFERENCES `codeface`.`release_timeline` (`id`)
@@ -182,14 +176,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`release_range` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `releaseRange_releaseStartId_idx` ON `codeface`.`release_range` 
(`releaseStartId` ASC);
-
-CREATE INDEX `releaseRange_releaseEndId_idx` ON `codeface`.`release_range` 
(`releaseEndId` ASC);
-
-CREATE INDEX `releaseRange_projectId_idx` ON `codeface`.`release_range` 
(`projectId` ASC);
-
-CREATE INDEX `releaseRange_RCStartId_idx` ON `codeface`.`release_range` 
(`releaseRCStartId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`mailing_list`
@@ -202,6 +188,7 @@ CREATE TABLE IF NOT EXISTS `codeface`.`mailing_list` (
    `name` VARCHAR(128) NOT NULL,
    `description` VARCHAR(255) NULL,
    PRIMARY KEY (`id`),
+  INDEX `mailing_lists_projectid_idx` (`projectId` ASC),
    CONSTRAINT `mailing_lists_projectid`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -209,8 +196,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`mailing_list` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `mailing_lists_projectid_idx` ON `codeface`.`mailing_list` 
(`projectId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`mail_thread`
@@ -229,6 +214,10 @@ CREATE TABLE IF NOT EXISTS `codeface`.`mail_thread` (
    `numberOfAuthors` INT NOT NULL,
    `numberOfMessages` INT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `mail_createdBy_idx` (`createdBy` ASC),
+  INDEX `mail_projectId_idx` (`projectId` ASC),
+  INDEX `mail_release_range_key_idx` (`releaseRangeId` ASC),
+  INDEX `mail_mlId_idx` (`mlId` ASC),
    CONSTRAINT `mail_createdBy`
      FOREIGN KEY (`createdBy`)
      REFERENCES `codeface`.`person` (`id`)
@@ -251,14 +240,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`mail_thread` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `mail_createdBy_idx` ON `codeface`.`mail_thread` (`createdBy` 
ASC);
-
-CREATE INDEX `mail_projectId_idx` ON `codeface`.`mail_thread` (`projectId` 
ASC);
-
-CREATE INDEX `mail_release_range_key_idx` ON `codeface`.`mail_thread` 
(`releaseRangeId` ASC);
-
-CREATE INDEX `mail_mlId_idx` ON `codeface`.`mail_thread` (`mlId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`thread_responses`
@@ -269,6 +250,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`thread_responses` (
    `who` BIGINT NOT NULL,
    `mailThreadId` BIGINT NOT NULL,
    `mailDate` DATETIME NULL DEFAULT NULL,
+  INDEX `thread_responses_who_idx` (`who` ASC),
+  INDEX `mailThreadId_idx` (`mailThreadId` ASC),
    CONSTRAINT `thread_responses_who`
      FOREIGN KEY (`who`)
      REFERENCES `codeface`.`person` (`id`)
@@ -281,10 +264,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`thread_responses` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `thread_responses_who_idx` ON `codeface`.`thread_responses` 
(`who` ASC);
-
-CREATE INDEX `mailThreadId_idx` ON `codeface`.`thread_responses` 
(`mailThreadId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`cc_list`
@@ -294,6 +273,8 @@ DROP TABLE IF EXISTS `codeface`.`cc_list` ;
  CREATE TABLE IF NOT EXISTS `codeface`.`cc_list` (
    `issueId` BIGINT NOT NULL,
    `who` BIGINT NOT NULL,
+  INDEX `cclist_issueId_idx` (`issueId` ASC),
+  INDEX `cclist_who_idx` (`who` ASC),
    CONSTRAINT `cclist_issueId`
      FOREIGN KEY (`issueId`)
      REFERENCES `codeface`.`issue` (`id`)
@@ -306,10 +287,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`cc_list` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `cclist_issueId_idx` ON `codeface`.`cc_list` (`issueId` ASC);
-
-CREATE INDEX `cclist_who_idx` ON `codeface`.`cc_list` (`who` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`commit`
@@ -341,7 +318,12 @@ CREATE TABLE IF NOT EXISTS `codeface`.`commit` (
    `AuthorTaggersSimilarity` FLOAT NULL DEFAULT NULL,
    `TaggersSubsysSimilarity` FLOAT NULL DEFAULT NULL,
    `releaseRangeId` BIGINT NULL DEFAULT NULL,
+  `bugFix` TINYINT(1) NULL DEFAULT NULL,
+  `description` TEXT NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `commit_person_idx` (`author` ASC),
+  INDEX `commit_project_idx` (`projectId` ASC),
+  INDEX `commit_release_end_idx` (`releaseRangeId` ASC),
    CONSTRAINT `commit_person`
      FOREIGN KEY (`author`)
      REFERENCES `codeface`.`person` (`id`)
@@ -359,12 +341,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`commit` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `commit_person_idx` ON `codeface`.`commit` (`author` ASC);
-
-CREATE INDEX `commit_project_idx` ON `codeface`.`commit` (`projectId` ASC);
-
-CREATE INDEX `commit_release_end_idx` ON `codeface`.`commit` (`releaseRangeId` 
ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`commit_communication`
@@ -377,6 +353,8 @@ CREATE TABLE IF NOT EXISTS 
`codeface`.`commit_communication` (
    `who` BIGINT NOT NULL,
    `communicationType` INT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `commtcom_commit_idx` (`commitId` ASC),
+  INDEX `commitcom_person_idx` (`who` ASC),
    CONSTRAINT `commitcom_commit`
      FOREIGN KEY (`commitId`)
      REFERENCES `codeface`.`commit` (`id`)
@@ -389,10 +367,6 @@ CREATE TABLE IF NOT EXISTS 
`codeface`.`commit_communication` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `commtcom_commit_idx` ON `codeface`.`commit_communication` 
(`commitId` ASC);
-
-CREATE INDEX `commitcom_person_idx` ON `codeface`.`commit_communication` 
(`who` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`issue_duplicates`
@@ -404,6 +378,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue_duplicates` (
    `originalBugId` BIGINT NOT NULL,
    `duplicateBugId` BIGINT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `original_issue_duplicate_idx` (`originalBugId` ASC),
+  INDEX `duplicate_issue_duplicate_idx` (`duplicateBugId` ASC),
    CONSTRAINT `original_issue_duplicate`
      FOREIGN KEY (`originalBugId`)
      REFERENCES `codeface`.`issue` (`id`)
@@ -416,10 +392,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue_duplicates` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `original_issue_duplicate_idx` ON `codeface`.`issue_duplicates` 
(`originalBugId` ASC);
-
-CREATE INDEX `duplicate_issue_duplicate_idx` ON `codeface`.`issue_duplicates` 
(`duplicateBugId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`issue_dependencies`
@@ -431,6 +403,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue_dependencies` (
    `originalIssueId` BIGINT NOT NULL,
    `dependentIssueId` BIGINT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `dependent_original_issue_idx` (`originalIssueId` ASC),
+  INDEX `dependent_dependent_issue_idx` (`dependentIssueId` ASC),
    CONSTRAINT `dependent_original_issue`
      FOREIGN KEY (`originalIssueId`)
      REFERENCES `codeface`.`issue` (`id`)
@@ -443,10 +417,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue_dependencies` 
(
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `dependent_original_issue_idx` ON `codeface`.`issue_dependencies` 
(`originalIssueId` ASC);
-
-CREATE INDEX `dependent_dependent_issue_idx` ON 
`codeface`.`issue_dependencies` (`dependentIssueId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`author_commit_stats`
@@ -462,6 +432,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`author_commit_stats` 
(
    `total` INT NULL DEFAULT NULL,
    `numcommits` INT NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `author_person_key_idx` (`authorId` ASC),
+  INDEX `releaseRangeId_key_idx` (`releaseRangeId` ASC),
    CONSTRAINT `author_person_key`
      FOREIGN KEY (`authorId`)
      REFERENCES `codeface`.`person` (`id`)
@@ -474,10 +446,6 @@ CREATE TABLE IF NOT EXISTS 
`codeface`.`author_commit_stats` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `author_person_key_idx` ON `codeface`.`author_commit_stats` 
(`authorId` ASC);
-
-CREATE INDEX `releaseRangeId_key_idx` ON `codeface`.`author_commit_stats` 
(`releaseRangeId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`plots`
@@ -492,6 +460,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`plots` (
    `labelx` VARCHAR(45) NULL DEFAULT NULL,
    `labely` VARCHAR(45) NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `plot_project_ref_idx` (`projectId` ASC),
+  INDEX `plot_releaseRangeId_ref_idx` (`releaseRangeId` ASC),
    CONSTRAINT `plot_project_ref`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -504,10 +474,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`plots` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `plot_project_ref_idx` ON `codeface`.`plots` (`projectId` ASC);
-
-CREATE INDEX `plot_releaseRangeId_ref_idx` ON `codeface`.`plots` 
(`releaseRangeId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`plot_bin`
@@ -518,6 +484,7 @@ CREATE TABLE IF NOT EXISTS `codeface`.`plot_bin` (
    `plotID` BIGINT NOT NULL,
    `type` VARCHAR(45) NOT NULL,
    `data` LONGBLOB NOT NULL,
+  INDEX `plot_bin_plot_ref_idx` (`plotID` ASC),
    CONSTRAINT `plot_bin_plot_ref`
      FOREIGN KEY (`plotID`)
      REFERENCES `codeface`.`plots` (`id`)
@@ -525,8 +492,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`plot_bin` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `plot_bin_plot_ref_idx` ON `codeface`.`plot_bin` (`plotID` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`cluster`
@@ -542,6 +507,10 @@ CREATE TABLE IF NOT EXISTS `codeface`.`cluster` (
    `dot` BIGINT NULL DEFAULT NULL,
    `svg` BIGINT NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `project_cluster_ref_idx` (`projectId` ASC),
+  INDEX `dot_plot_bin_data_idx` (`dot` ASC),
+  INDEX `svg_plot_bin_data_ref_idx` (`svg` ASC),
+  INDEX `cluster_releaseRange_idx` (`releaseRangeId` ASC),
    CONSTRAINT `project_cluster_ref`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -564,14 +533,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`cluster` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `project_cluster_ref_idx` ON `codeface`.`cluster` (`projectId` 
ASC);
-
-CREATE INDEX `dot_plot_bin_data_idx` ON `codeface`.`cluster` (`dot` ASC);
-
-CREATE INDEX `svg_plot_bin_data_ref_idx` ON `codeface`.`cluster` (`svg` ASC);
-
-CREATE INDEX `cluster_releaseRange_idx` ON `codeface`.`cluster` 
(`releaseRangeId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`cluster_user_mapping`
@@ -583,6 +544,8 @@ CREATE TABLE IF NOT EXISTS 
`codeface`.`cluster_user_mapping` (
    `personId` BIGINT NOT NULL,
    `clusterId` BIGINT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `cluster_cluster_user_ref_idx` (`clusterId` ASC),
+  INDEX `person_cluster_user_ref_idx` (`personId` ASC),
    CONSTRAINT `cluster_cluster_user_ref`
      FOREIGN KEY (`clusterId`)
      REFERENCES `codeface`.`cluster` (`id`)
@@ -595,10 +558,6 @@ CREATE TABLE IF NOT EXISTS 
`codeface`.`cluster_user_mapping` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `cluster_cluster_user_ref_idx` ON 
`codeface`.`cluster_user_mapping` (`clusterId` ASC);
-
-CREATE INDEX `person_cluster_user_ref_idx` ON 
`codeface`.`cluster_user_mapping` (`personId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`issue_history`
@@ -614,6 +573,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue_history` (
    `who` BIGINT NOT NULL,
    `issueId` BIGINT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `issue_history_issue_map_idx` (`issueId` ASC),
+  INDEX `issue_history_person_map_idx` (`who` ASC),
    CONSTRAINT `issue_history_issue_map`
      FOREIGN KEY (`issueId`)
      REFERENCES `codeface`.`issue` (`id`)
@@ -626,10 +587,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`issue_history` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `issue_history_issue_map_idx` ON `codeface`.`issue_history` 
(`issueId` ASC);
-
-CREATE INDEX `issue_history_person_map_idx` ON `codeface`.`issue_history` 
(`who` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`url_info`
@@ -642,6 +599,7 @@ CREATE TABLE IF NOT EXISTS `codeface`.`url_info` (
    `type` VARCHAR(45) NOT NULL,
    `url` TEXT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `url_info_project_idx` (`projectId` ASC),
    CONSTRAINT `url_info_project`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -649,8 +607,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`url_info` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `url_info_project_idx` ON `codeface`.`url_info` (`projectId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`timeseries`
@@ -662,6 +618,7 @@ CREATE TABLE IF NOT EXISTS `codeface`.`timeseries` (
    `time` DATETIME NOT NULL,
    `value` DOUBLE NOT NULL,
    `value_scaled` DOUBLE NULL DEFAULT NULL,
+  INDEX `plot_time_double_plot_ref_idx` (`plotId` ASC),
    CONSTRAINT `plot_time_double_plot_ref`
      FOREIGN KEY (`plotId`)
      REFERENCES `codeface`.`plots` (`id`)
@@ -669,8 +626,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`timeseries` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `plot_time_double_plot_ref_idx` ON `codeface`.`timeseries` 
(`plotId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`freq_subjects`
@@ -685,6 +640,9 @@ CREATE TABLE IF NOT EXISTS `codeface`.`freq_subjects` (
    `subject` TEXT NOT NULL,
    `count` INT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `freq_subects_project_ref_idx` (`projectId` ASC),
+  INDEX `freq_subjects_release_range_ref_idx` (`releaseRangeId` ASC),
+  INDEX `freq_subjects_mlId_ref_idx` (`mlId` ASC),
    CONSTRAINT `freq_subects_project_ref`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -702,12 +660,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`freq_subjects` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `freq_subects_project_ref_idx` ON `codeface`.`freq_subjects` 
(`projectId` ASC);
-
-CREATE INDEX `freq_subjects_release_range_ref_idx` ON 
`codeface`.`freq_subjects` (`releaseRangeId` ASC);
-
-CREATE INDEX `freq_subjects_mlId_ref_idx` ON `codeface`.`freq_subjects` 
(`mlId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`thread_density`
@@ -721,6 +673,7 @@ CREATE TABLE IF NOT EXISTS `codeface`.`thread_density` (
    `type` VARCHAR(45) NOT NULL,
    `projectId` BIGINT NOT NULL,
    PRIMARY KEY (`id`),
+  INDEX `project_thread_density_ref_idx` (`projectId` ASC),
    CONSTRAINT `project_thread_density_ref`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -728,8 +681,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`thread_density` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `project_thread_density_ref_idx` ON `codeface`.`thread_density` 
(`projectId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`pagerank`
@@ -742,6 +693,7 @@ CREATE TABLE IF NOT EXISTS `codeface`.`pagerank` (
    `technique` TINYINT NOT NULL,
    `name` VARCHAR(45) NULL DEFAULT NULL,
    PRIMARY KEY (`id`),
+  INDEX `pagerank_releaserange_idx` (`releaseRangeId` ASC),
    CONSTRAINT `pagerank_releaserange`
      FOREIGN KEY (`releaseRangeId`)
      REFERENCES `codeface`.`release_range` (`id`)
@@ -749,8 +701,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`pagerank` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `pagerank_releaserange_idx` ON `codeface`.`pagerank` 
(`releaseRangeId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`pagerank_matrix`
@@ -762,6 +712,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`pagerank_matrix` (
    `personId` BIGINT NOT NULL,
    `rankValue` DOUBLE NOT NULL,
    PRIMARY KEY (`pageRankId`, `personId`),
+  INDEX `pagerankMatrix_pagerank_idx` (`pageRankId` ASC),
+  INDEX `pagerankMatrix_person_idx` (`personId` ASC),
    CONSTRAINT `pagerankMatrix_pagerank`
      FOREIGN KEY (`pageRankId`)
      REFERENCES `codeface`.`pagerank` (`id`)
@@ -774,10 +726,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`pagerank_matrix` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `pagerankMatrix_pagerank_idx` ON `codeface`.`pagerank_matrix` 
(`pageRankId` ASC);
-
-CREATE INDEX `pagerankMatrix_person_idx` ON `codeface`.`pagerank_matrix` 
(`personId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`edgelist`
@@ -789,6 +737,9 @@ CREATE TABLE IF NOT EXISTS `codeface`.`edgelist` (
    `fromId` BIGINT NOT NULL,
    `toId` BIGINT NOT NULL,
    `weight` DOUBLE NOT NULL,
+  INDEX `edgelist_person_from_idx` (`fromId` ASC),
+  INDEX `edgelist_person_to_idx` (`toId` ASC),
+  INDEX `edgeList_cluster_idx` (`clusterId` ASC),
    CONSTRAINT `edgelist_person_from`
      FOREIGN KEY (`fromId`)
      REFERENCES `codeface`.`person` (`id`)
@@ -806,12 +757,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`edgelist` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `edgelist_person_from_idx` ON `codeface`.`edgelist` (`fromId` 
ASC);
-
-CREATE INDEX `edgelist_person_to_idx` ON `codeface`.`edgelist` (`toId` ASC);
-
-CREATE INDEX `edgeList_cluster_idx` ON `codeface`.`edgelist` (`clusterId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`twomode_edgelist`
@@ -825,6 +770,9 @@ CREATE TABLE IF NOT EXISTS `codeface`.`twomode_edgelist` (
    `fromVert` BIGINT NOT NULL,
    `toVert` VARCHAR(255) NOT NULL,
    `weight` DOUBLE NOT NULL,
+  INDEX `twomode_edgelist_releaseRange_idx` (`releaseRangeId` ASC),
+  INDEX `twomode_edgelist_person_idx` (`fromVert` ASC),
+  INDEX `twomode_edgelist_mlId_idx` (`mlId` ASC),
    CONSTRAINT `twomode_edgelist_releaseRange`
      FOREIGN KEY (`releaseRangeId`)
      REFERENCES `codeface`.`release_range` (`id`)
@@ -842,12 +790,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`twomode_edgelist` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `twomode_edgelist_releaseRange_idx` ON 
`codeface`.`twomode_edgelist` (`releaseRangeId` ASC);
-
-CREATE INDEX `twomode_edgelist_person_idx` ON `codeface`.`twomode_edgelist` 
(`fromVert` ASC);
-
-CREATE INDEX `twomode_edgelist_mlId_idx` ON `codeface`.`twomode_edgelist` 
(`mlId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`twomode_vertices`
@@ -861,6 +803,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`twomode_vertices` (
    `name` VARCHAR(255) NOT NULL,
    `degree` DOUBLE NOT NULL,
    `type` SMALLINT NOT NULL,
+  INDEX `twomode_vertices_releaseRange_idx` (`releaseRangeId` ASC),
+  INDEX `twomode_vertices_mlId_idx` (`mlId` ASC),
    CONSTRAINT `twomode_vertices_releaseRange`
      FOREIGN KEY (`releaseRangeId`)
      REFERENCES `codeface`.`release_range` (`id`)
@@ -873,10 +817,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`twomode_vertices` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `twomode_vertices_releaseRange_idx` ON 
`codeface`.`twomode_vertices` (`releaseRangeId` ASC);
-
-CREATE INDEX `twomode_vertices_mlId_idx` ON `codeface`.`twomode_vertices` 
(`mlId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`initiate_response`
@@ -892,6 +832,9 @@ CREATE TABLE IF NOT EXISTS `codeface`.`initiate_response` (
    `initiations` INT NULL DEFAULT NULL,
    `responses_received` INT NULL DEFAULT NULL,
    `deg` DOUBLE NULL DEFAULT NULL,
+  INDEX `initiate_response_releaseRange_idx` (`releaseRangeId` ASC),
+  INDEX `initiate_response_person_idx` (`personId` ASC),
+  INDEX `initiate_response_mlId_idx` (`mlId` ASC),
    CONSTRAINT `initiate_response_releaseRange`
      FOREIGN KEY (`releaseRangeId`)
      REFERENCES `codeface`.`release_range` (`id`)
@@ -909,12 +852,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`initiate_response` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `initiate_response_releaseRange_idx` ON 
`codeface`.`initiate_response` (`releaseRangeId` ASC);
-
-CREATE INDEX `initiate_response_person_idx` ON `codeface`.`initiate_response` 
(`personId` ASC);
-
-CREATE INDEX `initiate_response_mlId_idx` ON `codeface`.`initiate_response` 
(`mlId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`per_cluster_statistics`
@@ -932,6 +869,8 @@ CREATE TABLE IF NOT EXISTS 
`codeface`.`per_cluster_statistics` (
    `total` INT(11) NOT NULL,
    `numcommits` INT(11) NOT NULL,
    `prank_avg` DOUBLE NOT NULL,
+  INDEX `fk_per_cluster_statistics_1_idx` (`projectId` ASC),
+  INDEX `fk_per_cluster_statistics_1_idx1` (`releaseRangeId` ASC),
    CONSTRAINT `per_cluster_statistics_projectId_ref`
      FOREIGN KEY (`projectId`)
      REFERENCES `codeface`.`project` (`id`)
@@ -944,10 +883,6 @@ CREATE TABLE IF NOT EXISTS 
`codeface`.`per_cluster_statistics` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `fk_per_cluster_statistics_1_idx` ON 
`codeface`.`per_cluster_statistics` (`projectId` ASC);
-
-CREATE INDEX `fk_per_cluster_statistics_1_idx1` ON 
`codeface`.`per_cluster_statistics` (`releaseRangeId` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`sloccount_ts`
@@ -961,6 +896,7 @@ CREATE TABLE IF NOT EXISTS `codeface`.`sloccount_ts` (
    `total_cost` DOUBLE NOT NULL,
    `schedule_months` DOUBLE NOT NULL,
    `avg_devel` DOUBLE NOT NULL,
+  UNIQUE INDEX `time_UNIQUE` (`time` ASC),
    CONSTRAINT `sloccount_ts_plotid_ref`
      FOREIGN KEY (`plotId`)
      REFERENCES `codeface`.`plots` (`id`)
@@ -968,8 +904,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`sloccount_ts` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE UNIQUE INDEX `time_UNIQUE` ON `codeface`.`sloccount_ts` (`time` ASC);
-

  -- -----------------------------------------------------
  -- Table `codeface`.`understand_raw`
@@ -983,6 +917,8 @@ CREATE TABLE IF NOT EXISTS `codeface`.`understand_raw` (
    `name` VARCHAR(45) NULL,
    `variable` VARCHAR(45) NOT NULL,
    `value` DOUBLE NOT NULL,
+  INDEX `understand_raw_kind_idx` (`kind` ASC),
+  INDEX `understand_raw_plotId_idx` (`plotId` ASC),
    CONSTRAINT `understand_raw_id_ref`
      FOREIGN KEY (`plotId`)
      REFERENCES `codeface`.`plots` (`id`)
@@ -990,10 +926,6 @@ CREATE TABLE IF NOT EXISTS `codeface`.`understand_raw` (
      ON UPDATE CASCADE)
  ENGINE = InnoDB;

-CREATE INDEX `understand_raw_kind_idx` ON `codeface`.`understand_raw` (`kind` 
ASC);
-
-CREATE INDEX `understand_raw_plotId_idx` ON `codeface`.`understand_raw` 
(`plotId` ASC);
-
  USE `codeface` ;

  -- -----------------------------------------------------


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