merge: Enable re-use of virtual machine workload helpers

This pull request enables re-use of virtual machine workload helpers by extracting the helpers into a 
separate module which may be used by other experiments.

- Support workload/machine CPU count mismatch
- Extract common code out of Capelin experiments
- Support flexible topology creation
- Add option for optimizing SimHost simulation
- Support creating CPU-optimized topology
- Make workload sampling model extensible
- Add support for extended Bitbrains trace format 
- Add support for Azure VM trace format
- Add support for internal OpenDC VM trace format
- Optimize OpenDC VM trace format
- Add tool for converting workload traces
- Remove dependency on SnakeYaml 

**Breaking API Changes**

-   `RESOURCE_NCPU` and `RESOURCE_STATE_NCPU` are renamed to `RESOURCE_CPU_COUNT` and `RESOURCE_STATE_CPU_COUNT` respectively.

5 files changed, 121 insertions, 0 deletions

diff --git a/opendc-trace/opendc-trace-opendc/src/test/kotlin/org/opendc/trace/opendc/OdcVmTraceFormatTest.kt b/opendc-trace/opendc-trace-opendc/src/test/kotlin/org/opendc/trace/opendc/OdcVmTraceFormatTest.kt
new file mode 100644
index 00000000..42eb369e
--- /dev/null
+++ b/opendc-trace/opendc-trace-opendc/src/test/kotlin/org/opendc/trace/opendc/OdcVmTraceFormatTest.kt
@@ -0,0 +1,121 @@
+/*
+ * Copyright (c) 2021 AtLarge Research
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+package org.opendc.trace.opendc
+
+import org.junit.jupiter.api.Assertions.*
+import org.junit.jupiter.api.Test
+import org.junit.jupiter.api.assertDoesNotThrow
+import org.junit.jupiter.api.assertThrows
+import org.junit.jupiter.params.ParameterizedTest
+import org.junit.jupiter.params.provider.ValueSource
+import org.opendc.trace.*
+import java.io.File
+import java.net.URL
+
+/**
+ * Test suite for the [OdcVmTraceFormat] implementation.
+ */
+internal class OdcVmTraceFormatTest {
+    private val format = OdcVmTraceFormat()
+
+    @Test
+    fun testTraceExists() {
+        val url = File("src/test/resources/trace-v2.1").toURI().toURL()
+        assertDoesNotThrow { format.open(url) }
+    }
+
+    @Test
+    fun testTraceDoesNotExists() {
+        val url = File("src/test/resources/trace-v2.1").toURI().toURL()
+        assertThrows<IllegalArgumentException> {
+            format.open(URL(url.toString() + "help"))
+        }
+    }
+
+    @Test
+    fun testTables() {
+        val url = File("src/test/resources/trace-v2.1").toURI().toURL()
+        val trace = format.open(url)
+
+        assertEquals(listOf(TABLE_RESOURCES, TABLE_RESOURCE_STATES), trace.tables)
+    }
+
+    @Test
+    fun testTableExists() {
+        val url = File("src/test/resources/trace-v2.1").toURI().toURL()
+        val table = format.open(url).getTable(TABLE_RESOURCE_STATES)
+
+        assertNotNull(table)
+        assertDoesNotThrow { table!!.newReader() }
+    }
+
+    @Test
+    fun testTableDoesNotExist() {
+        val url = File("src/test/resources/trace-v2.1").toURI().toURL()
+        val trace = format.open(url)
+
+        assertFalse(trace.containsTable("test"))
+        assertNull(trace.getTable("test"))
+    }
+
+    @ParameterizedTest
+    @ValueSource(strings = ["trace-v2.0", "trace-v2.1"])
+    fun testResources(name: String) {
+        val url = File("src/test/resources/$name").toURI().toURL()
+        val trace = format.open(url)
+
+        val reader = trace.getTable(TABLE_RESOURCES)!!.newReader()
+
+        assertAll(
+            { assertTrue(reader.nextRow()) },
+            { assertEquals("1019", reader.get(RESOURCE_ID)) },
+            { assertTrue(reader.nextRow()) },
+            { assertEquals("1023", reader.get(RESOURCE_ID)) },
+            { assertTrue(reader.nextRow()) },
+            { assertEquals("1052", reader.get(RESOURCE_ID)) },
+            { assertTrue(reader.nextRow()) },
+            { assertEquals("1073", reader.get(RESOURCE_ID)) },
+            { assertFalse(reader.nextRow()) }
+        )
+
+        reader.close()
+    }
+
+    @ParameterizedTest
+    @ValueSource(strings = ["trace-v2.0", "trace-v2.1"])
+    fun testSmoke(name: String) {
+        val url = File("src/test/resources/$name").toURI().toURL()
+        val trace = format.open(url)
+
+        val reader = trace.getTable(TABLE_RESOURCE_STATES)!!.newReader()
+
+        assertAll(
+            { assertTrue(reader.nextRow()) },
+            { assertEquals("1019", reader.get(RESOURCE_STATE_ID)) },
+            { assertEquals(1376314846, reader.get(RESOURCE_STATE_TIMESTAMP).epochSecond) },
+            { assertEquals(0.0, reader.getDouble(RESOURCE_STATE_CPU_USAGE), 0.01) }
+        )
+
+        reader.close()
+    }
+}
diff --git a/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.0/meta.parquet b/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.0/meta.parquet
new file mode 100644
index 00000000..d6ff09d8
--- /dev/null
+++ b/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.0/meta.parquet
diff --git a/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.0/trace.parquet b/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.0/trace.parquet
new file mode 100644
index 00000000..5b6fa6b7
--- /dev/null
+++ b/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.0/trace.parquet
diff --git a/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.1/meta.parquet b/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.1/meta.parquet
new file mode 100644
index 00000000..d8184945
--- /dev/null
+++ b/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.1/meta.parquet
diff --git a/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.1/trace.parquet b/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.1/trace.parquet
new file mode 100644
index 00000000..00ab5835
--- /dev/null
+++ b/opendc-trace/opendc-trace-opendc/src/test/resources/trace-v2.1/trace.parquet