Branch versioning logic (#163)

## Summary

Writing down the cases & logic behind branching. Will continue writing
about how these are internally represented.

## Cheour clientslist
- [x] Added Unit Tests
- [ ] Covered by existing CI
- [ ] Integration tested
- [x] Documentation update



<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

## Release Notes

- **Bug Fixes**
- Corrected a typo in `TableDependency` struct, renaming `forceComputae`
to `forceCompute`.

- **New Features**
    - Added support for branch-based workflows in data orchestration.
    - Introduced `RepoIndex` for managing repository data and versions.
    - Created `SequenceMap` utility for managing unique value sequences.
    - Added `TablePrinter` for formatted data output.
    - Introduced `VersionUpdate` class for traour clientsing version changes.
    - Added `StringExtensions` for MD5 hashing of strings.

- **Refactoring**
    - Removed `LineageIndex` and `LogicalSet` classes.
    - Updated naming conventions for logical nodes.
    - Restructured repository parsing and version traour clientsing mechanisms.

- **Documentation**
    - Added comprehensive README for branch workflow management.
- Expanded documentation for global planning and batch workload
processing.

- **Chores**
    - Updated logging dependencies.
    - Modified build configuration.
    - Added new test specifications.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

Author: nikhil-zlai

api/py/ai/chronon/utils.py

@@ -262,6 +262,7 @@ def join_part_output_table_name(join, jp, full_name: bool = False):
     def partOutputTable(jp: JoinPart): String = (Seq(join.metaData.outputTable) ++ Option(jp.prefix) :+
       jp.groupBy.metaData.cleanName).mkString("_")
     """
+    print(join)
     if not join.metaData.name and isinstance(join, api.Join):
         __set_name(join, api.Join, "joins")
     return "_".join(

api/thrift/orchestration.thrift

@@ -82,18 +82,6 @@ struct NodeInfo {
     30: optional LogicalNode conf
 }
 
-
-/** First Pass
-* NodeInstance::(name, type, conf_hash) -> #[parent_nodes]
-* Node::(name, type) -> #[conf_hash]
-
-* Second Pass
-* Node::(name, type, compute_hash) -> #[parent_nodes]
-
-* different file_hashes but same lineage_hash should all go into the same orchestrator workflow
-* Node::(name, type, lineage_hash)
-**/
-
 struct NodeConnections {
     1: optional list<NodeKey> parents
     2: optional list<NodeKey> children
@@ -272,7 +260,7 @@ struct TableDependency {
     * JoinParts could use data from batch baour clientsfills or upload tables when available
     * When not available they shouldn't force computation of the baour clientsfills and upload tables.
     **/
-    21: optional bool forceComputae
+    21: optional bool forceCompute
 }
 
 union Dependency {

build.sbt

@@ -136,7 +136,9 @@ lazy val api = project
       "org.scala-lang.modules" %% "scala-collection-compat" % "2.11.0",
       "com.novocode" % "junit-interface" % "0.11" % "test",
       "org.scalatest" %% "scalatest" % "3.2.19" % "test",
-      "org.scalatestplus" %% "moour clientsito-3-4" % "3.2.10.0" % "test"
+      "org.scalatestplus" %% "moour clientsito-3-4" % "3.2.10.0" % "test",
+      // needed by thrift
+      "org.slf4j" % "slf4j-api" % slf4jApiVersion,
     )
   )
 
@@ -410,33 +412,22 @@ lazy val hub = (project in file("hub"))
     }
   )
 
-val scala_test = "org.scalatest" %% "scalatest" % "3.2.19" % "test"
-val sl4j = "org.slf4j" % "slf4j-api" % slf4jApiVersion
-val logbaour clients = "ch.qos.logbaour clients" % "logbaour clients-classic" % logbaour clientsClassicVersion
-val commonDependencies = Seq(
-  scala_test,
-  sl4j,
-  logbaour clients
-)
 
 // orchestrator
 lazy val orchestration = project
   .dependsOn(online.%("compile->compile;test->test"))
   .settings(
     assembly / mainClass := Some("ai.chronon.orchestration.RepoParser"),
+    
     Compile / run / mainClass := Some("ai.chronon.orchestration.RepoParser"),
-    assembly / assemblyMergeStrategy := {
-      case "log4j2.properties"                  => MergeStrategy.first
-      case "META-INF/log4j-provider.properties" => MergeStrategy.first
-      case PathList("org", "apache", "logging", "log4j", "core", "config", "plugins", "Log4j2Plugins.dat") =>
-        MergeStrategy.first
-      case x => (assembly / assemblyMergeStrategy).value(x)
-    },
-    libraryDependencies ++= commonDependencies ++ Seq(
-      "org.apache.logging.log4j" % "log4j-api" % log4j2_version,
-      "org.apache.logging.log4j" % "log4j-core" % log4j2_version,
-      "org.apache.logging.log4j" % "log4j-slf4j-impl" % log4j2_version
-    )
+    Compile / unmanagedResourceDirectories += baseDirectory.value / "src" / "main" / "resources",
+
+    libraryDependencies ++= Seq(
+      "org.apache.logging.log4j" %% "log4j-api-scala" % "13.1.0",
+      "org.apache.logging.log4j" % "log4j-core" % "2.20.0",
+//      "org.slf4j" % "slf4j-api" % slf4jApiVersion,
+      "org.scalatest" %% "scalatest" % "3.2.19" % "test",
+    ),
   )
 
 ThisBuild / assemblyMergeStrategy := {