frontend: add failed-to-succeeded-stats command

Fix #2779

frontend/coprs_frontend/commands/failed_to_succeeded_stats.py

@@ -0,0 +1,141 @@
+"""
+Generate failed to succeeded stats
+"""
+
+import os
+from datetime import datetime, timedelta
+from sqlalchemy.orm import joinedload, selectinload, load_only, contains_eager
+
+import click
+import pygal
+from coprs import models
+
+
+@click.command()
+@click.option("--dest", "-D", required=True, help="Result directory")
+def failed_to_succeeded_stats(dest):
+    """
+    Generate failed to succeeded stats
+    """
+    print("Please wait, this will take at least 20 minutes.")
+    categories = {
+        "immediately": 0,
+        "seconds": 0,
+        "minutes": 0,
+        "hours": 0,
+        "days": 0,
+        "weeks": 0,
+    }
+    tuples = failed_to_succeeded_tuples()
+    for failed, succeeded in tuples:
+        delta = datetime.fromtimestamp(succeeded) \
+            - datetime.fromtimestamp(failed)
+        categories[delta_to_category(delta)] += 1
+
+    os.makedirs(dest, exist_ok=True)
+    path = os.path.join(dest, "failed-to-succeeded-stats.svg")
+    generate_graph(categories, path)
+    print("Created: {0}".format(path))
+
+
+def get_builds():
+    """
+    Return list of all builds
+    """
+    query = (
+        models.Build.query
+        .join(models.Package)
+        .join(models.Copr)
+        .order_by(models.Build.id)
+    )
+    return query.all()
+
+
+def builds_per_package():
+    """
+    Return a `dict` where keys are package IDs and values are lists
+    of all their builds.
+    """
+    builds = get_builds()
+    result = {}
+    for build in builds:
+        result.setdefault(build.package_id, [])
+        result[build.package_id].append(build)
+    return result
+
+
+def failed_to_succeeded_tuples():
+    """
+    Return a list of tuples. First value of each tuple is when the package
+    failed, and the second value is when it succeeded.
+    """
+    tuples = []
+    for builds in builds_per_package().values():
+        if len(builds) <= 1:
+            # This package has only one build
+            # Not dealing with this now.
+            continue
+
+        failed = None
+        succeeded = None
+
+        for build in builds:
+            if not build.ended_on:
+                continue
+
+            if build.state == "failed":
+                failed = build
+
+            elif build.state == "succeeded" and failed:
+                succeeded = build
+
+            if failed and succeeded:
+                assert failed.id < succeeded.id
+                tuples.append((failed.ended_on, succeeded.ended_on))
+                failed = None
+                succeeded = None
+    return tuples
+
+
+def delta_to_category(delta):
+    """
+    Convert timedelta into a custom time category
+    """
+    seconds = delta.total_seconds()
+    if seconds < 0:
+        return "immediately"
+    if seconds < 60:
+        return "seconds"
+    if seconds < 60 * 60:
+        return "minutes"
+    if seconds < 60 * 60 * 24:
+        return "hours"
+    if seconds < 60 * 60 * 24 * 7:
+        return "days"
+    return "weeks"
+
+
+def generate_graph(data, path):
+    """
+    Generate graph from the data
+    """
+    title = "How long before devs submit a successfull package after a failure?"
+    chart = pygal.Bar(
+        title=title,
+        print_values=True,
+        legend_at_bottom=True,
+    )
+    for key, value in data.items():
+        label = label_for_group(key)
+        chart.add(label, value)
+    chart.render_to_file(path)
+    return path
+
+
+def label_for_group(key):
+    """
+    User-friendly labels for the graph
+    """
+    if key == "immediately":
+        return "Before it finished"
+    return key.capitalize()

frontend/coprs_frontend/manage.py

@@ -42,6 +42,7 @@
 import commands.chroots_template
 import commands.warning_banner
 import commands.usage_treemap
+import commands.failed_to_succeeded_stats
 
 from coprs import app
 
@@ -94,6 +95,7 @@
     "delete_dirs",
     "warning_banner",
     "usage_treemap",
+    "failed_to_succeeded_stats",
 ]