improve list formatting
This commit is contained in:
Michael Hohn
committed by
=Michael Hohn
=Michael Hohn
parent
47a021d84a
commit
01ddf38069
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@@ -3,6 +3,34 @@
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% Load the geometry package to set margins
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\usepackage[lmargin=2cm,rmargin=2cm,tmargin=1.8cm,bmargin=1.8cm]{geometry}
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% increase nesting depth
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\usepackage{enumitem}
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\setlistdepth{9}
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%
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\renewlist{itemize}{itemize}{9}
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\setlist[itemize,1]{label=\textbullet}
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\setlist[itemize,2]{label=--}
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\setlist[itemize,3]{label=*}
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\setlist[itemize,4]{label=•}
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\setlist[itemize,5]{label=–}
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\setlist[itemize,6]{label=>}
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\setlist[itemize,7]{label=»}
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\setlist[itemize,8]{label=›}
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\setlist[itemize,9]{label=·}
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%
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\renewlist{enumerate}{enumerate}{9}
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\setlist[enumerate,1]{label=\arabic*.,ref=\arabic*}
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\setlist[enumerate,2]{label=\alph*.),ref=\theenumi\alph*}
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\setlist[enumerate,3]{label=\roman*.),ref=\theenumii\roman*}
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\setlist[enumerate,4]{label=\Alph*.),ref=\theenumiii\Alph*}
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\setlist[enumerate,5]{label=\Roman*.),ref=\theenumiv\Roman*}
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\setlist[enumerate,6]{label=\arabic*),ref=\theenumv\arabic*}
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\setlist[enumerate,7]{label=\alph*),ref=\theenumvi\alph*}
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\setlist[enumerate,8]{label=\roman*),ref=\theenumvii\roman*}
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\setlist[enumerate,9]{label=\Alph*),ref=\theenumviii\Alph*}
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% Load CM Bright for math
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\usepackage{amsmath} % Standard math package
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\usepackage{amssymb} % Additional math symbols
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@@ -29,25 +57,25 @@
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\setmonofont{IBMPlexMono-Light}
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% Define custom settings for listings
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\lstset{
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language=Python,
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basicstyle=\ttfamily\small, % Monospaced font
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commentstyle=\itshape\color{gray}, % Italic and gray for comments
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keywordstyle=\color{blue}, % Keywords in blue
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stringstyle=\color{red}, % Strings in red
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mathescape=true, % Enable math in comments
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breaklines=true, % Break long lines
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numbers=left, % Add line numbers
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numberstyle=\tiny\color{gray}, % Style for line numbers
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frame=single, % Add a frame around the code
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language=Python,
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basicstyle=\ttfamily\small, % Monospaced font
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commentstyle=\itshape\color{gray}, % Italic and gray for comments
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keywordstyle=\color{blue}, % Keywords in blue
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stringstyle=\color{red}, % Strings in red
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mathescape=true, % Enable math in comments
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breaklines=true, % Break long lines
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numbers=left, % Add line numbers
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numberstyle=\tiny\color{gray}, % Style for line numbers
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frame=single, % Add a frame around the code
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}
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\usepackage{newfloat} % Allows creating custom float types
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% Define 'listing' as a floating environment
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\DeclareFloatingEnvironment[
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fileext=lol,
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listname=List of Listings,
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name=Listing
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fileext=lol,
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listname=List of Listings,
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name=Listing
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]{listing}
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% To prevent floats from moving past a section boundary but still allow some floating:
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@@ -74,12 +102,12 @@
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\date{Technical Report 20250224}
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\hypersetup{
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pdfauthor={Michael Hohn},
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pdftitle={MRVA for CodeQL},
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pdfkeywords={},
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pdfsubject={},
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pdfcreator={Emacs 29.1},
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pdflang={English}}
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pdfauthor={Michael Hohn},
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pdftitle={MRVA for CodeQL},
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pdfkeywords={},
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pdfsubject={},
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pdfcreator={Emacs 29.1},
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pdflang={English}}
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\begin{document}
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@@ -91,17 +119,17 @@
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The MRVA system is organized as a collection of services. On the server side, the
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system is containerized using Docker and comprises several key components:
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\begin{itemize}
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\item {\textbf{Server}}: Acts as the central coordinator.
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\item \textbf{Agents}: One or more agents that execute tasks.
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\item \textbf{RabbitMQ}: Handles messaging between components.
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\item \textbf{MinIO}: Provides storage for both queries and results.
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\item \textbf{HEPC}: An HTTP endpoint that hosts and serves CodeQL databases.
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\item {\textbf{Server}}: Acts as the central coordinator.
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\item \textbf{Agents}: One or more agents that execute tasks.
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\item \textbf{RabbitMQ}: Handles messaging between components.
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\item \textbf{MinIO}: Provides storage for both queries and results.
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\item \textbf{HEPC}: An HTTP endpoint that hosts and serves CodeQL databases.
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\end{itemize}
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On the client side, users can interact with the system in two ways:
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\begin{itemize}
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\item {\textbf{VSCode-CodeQL}}: A graphical interface integrated with Visual Studio Code.
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\item \textbf{gh-mrva CLI}: A command-line interface that connects to the server in a similar way.
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\item {\textbf{VSCode-CodeQL}}: A graphical interface integrated with Visual Studio Code.
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\item \textbf{gh-mrva CLI}: A command-line interface that connects to the server in a similar way.
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\end{itemize}
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This architecture enables a robust and flexible workflow for code analysis, combining a containerized back-end with both graphical and CLI front-end tools.
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@@ -114,15 +142,15 @@ overview.
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\subsection{Execution Overview}
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The \textit{MRVA system} is a distributed platform for executing \textit{CodeQL
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queries} across multiple repositories using a set of worker agents. The system is
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queries} across multiple repositories using a set of worker agents. The system is
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{containerized} and built around a set of core services:
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\begin{itemize}
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\item \textbf{Server}: Coordinates job distribution and result aggregation.
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\item \textbf{Agents}: Execute queries independently and return results.
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\item \textbf{RabbitMQ}: Handles messaging between system components.
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\item \textbf{MinIO}: Stores query inputs and execution results.
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\item \textbf{HEPC}: Serves CodeQL databases over HTTP.
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\item \textbf{Server}: Coordinates job distribution and result aggregation.
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\item \textbf{Agents}: Execute queries independently and return results.
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\item \textbf{RabbitMQ}: Handles messaging between system components.
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\item \textbf{MinIO}: Stores query inputs and execution results.
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\item \textbf{HEPC}: Serves CodeQL databases over HTTP.
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\end{itemize}
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Clients interact with MRVA via \texttt{VSCode-CodeQL} (a graphical interface) or
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@@ -132,21 +160,21 @@ server.
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The execution process follows a structured workflow:
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\begin{enumerate}
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\item A client submits a set of queries $\mathcal{Q}$ targeting a repository
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set $\mathcal{R}$.
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\item The server enqueues jobs and distributes them to available agents.
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\item Each agent retrieves a job, executes queries against its assigned repository, and accumulates results.
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\item The agent sends results back to the server, which then forwards them to the client.
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\item A client submits a set of queries $\mathcal{Q}$ targeting a repository
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set $\mathcal{R}$.
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\item The server enqueues jobs and distributes them to available agents.
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\item Each agent retrieves a job, executes queries against its assigned repository, and accumulates results.
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\item The agent sends results back to the server, which then forwards them to the client.
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\end{enumerate}
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This full round-trip can be expressed as:
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\begin{equation}
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\text{Client} \xrightarrow{\mathcal{Q}} \text{Server}
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\xrightarrow{\text{enqueue}}
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\text{Queue} \xrightarrow{\text{dispatch}} \text{Agent}
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\xrightarrow{\mathcal{Q}(\mathcal{R}_i)}
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\text{Server} \xrightarrow{\mathcal{Q}(\mathcal{R}_i} \text{Client}
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\text{Client} \xrightarrow{\mathcal{Q}} \text{Server}
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\xrightarrow{\text{enqueue}}
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\text{Queue} \xrightarrow{\text{dispatch}} \text{Agent}
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\xrightarrow{\mathcal{Q}(\mathcal{R}_i)}
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\text{Server} \xrightarrow{\mathcal{Q}(\mathcal{R}_i} \text{Client}
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\end{equation}
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where the Client submits queries to the Server, which enqueues jobs in the
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@@ -181,12 +209,12 @@ is that both setups follow the same structural approach:
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Thus:
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\begin{itemize}
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\item The {functional architecture is identical} between the single-machine and cluster setups.
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\item The {primary difference} is in \textit{scale}:
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\begin{itemize}
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\item A single machine is limited by \textit{local CPU and RAM}.
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\item A cluster is constrained by \textit{network and inter-node coordination overhead} but allows for higher overall compute capacity.
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\end{itemize}
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\item The {functional architecture is identical} between the single-machine and cluster setups.
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\item The {primary difference} is in \textit{scale}:
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\begin{itemize}
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\item A single machine is limited by \textit{local CPU and RAM}.
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\item A cluster is constrained by \textit{network and inter-node coordination overhead} but allows for higher overall compute capacity.
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\end{itemize}
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\end{itemize}
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@@ -195,84 +223,84 @@ Thus:
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The following table enumerates the types (messages) passed from Client to Server.
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\begin{longtable}{|p{5cm}|p{5cm}|p{5cm}|}
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\hline
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\rowcolor{gray!20} \textbf{Type Name} & \textbf{Field} & \textbf{Type} \\
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\hline
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\endfirsthead
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\hline
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\rowcolor{gray!20} \textbf{Type Name} & \textbf{Field} & \textbf{Type} \\
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\hline
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\endfirsthead
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\hline
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\rowcolor{gray!20} \textbf{Type Name} & \textbf{Field} & \textbf{Type} \\
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\hline
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\endhead
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\hline
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\rowcolor{gray!20} \textbf{Type Name} & \textbf{Field} & \textbf{Type} \\
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\hline
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\endhead
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\hline
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\endfoot
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\hline
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\endfoot
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\hline
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\endlastfoot
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\hline
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\endlastfoot
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ServerState & NextID & () $\rightarrow$ int \\
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& GetResult & JobSpec $\rightarrow$ IO (Either Error AnalyzeResult) \\
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& GetJobSpecByRepoId & (int, int) $\rightarrow$ IO (Either Error JobSpec) \\
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& SetResult & (JobSpec, AnalyzeResult) $\rightarrow$ IO () \\
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& GetJobList & int $\rightarrow$ IO (Either Error \textbf{[AnalyzeJob]}) \\
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& GetJobInfo & JobSpec $\rightarrow$ IO (Either Error JobInfo) \\
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& SetJobInfo & (JobSpec, JobInfo) $\rightarrow$ IO () \\
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& GetStatus & JobSpec $\rightarrow$ IO (Either Error Status) \\
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& SetStatus & (JobSpec, Status) $\rightarrow$ IO () \\
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& AddJob & AnalyzeJob $\rightarrow$ IO () \\
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ServerState & NextID & () $\rightarrow$ int \\
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& GetResult & JobSpec $\rightarrow$ IO (Either Error AnalyzeResult) \\
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& GetJobSpecByRepoId & (int, int) $\rightarrow$ IO (Either Error JobSpec) \\
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& SetResult & (JobSpec, AnalyzeResult) $\rightarrow$ IO () \\
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& GetJobList & int $\rightarrow$ IO (Either Error \textbf{[AnalyzeJob]}) \\
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& GetJobInfo & JobSpec $\rightarrow$ IO (Either Error JobInfo) \\
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& SetJobInfo & (JobSpec, JobInfo) $\rightarrow$ IO () \\
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& GetStatus & JobSpec $\rightarrow$ IO (Either Error Status) \\
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& SetStatus & (JobSpec, Status) $\rightarrow$ IO () \\
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& AddJob & AnalyzeJob $\rightarrow$ IO () \\
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\hline
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JobSpec & sessionID & int \\
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& nameWithOwner & string \\
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\hline
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JobSpec & sessionID & int \\
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& nameWithOwner & string \\
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\hline
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AnalyzeResult & spec & JobSpec \\
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& status & Status \\
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& resultCount & int \\
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& resultLocation & ArtifactLocation \\
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& sourceLocationPrefix & string \\
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& databaseSHA & string \\
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\hline
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AnalyzeResult & spec & JobSpec \\
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& status & Status \\
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& resultCount & int \\
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& resultLocation & ArtifactLocation \\
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& sourceLocationPrefix & string \\
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& databaseSHA & string \\
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\hline
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ArtifactLocation & Key & string \\
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& Bucket & string \\
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\hline
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ArtifactLocation & Key & string \\
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& Bucket & string \\
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\hline
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AnalyzeJob & Spec & JobSpec \\
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& QueryPackLocation & ArtifactLocation \\
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& QueryLanguage & QueryLanguage \\
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\hline
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AnalyzeJob & Spec & JobSpec \\
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& QueryPackLocation & ArtifactLocation \\
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& QueryLanguage & QueryLanguage \\
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\hline
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QueryLanguage & & string \\
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\hline
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QueryLanguage & & string \\
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\hline
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JobInfo & QueryLanguage & string \\
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& CreatedAt & string \\
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& UpdatedAt & string \\
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& SkippedRepositories & SkippedRepositories \\
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\hline
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JobInfo & QueryLanguage & string \\
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& CreatedAt & string \\
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& UpdatedAt & string \\
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& SkippedRepositories & SkippedRepositories \\
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\hline
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SkippedRepositories & AccessMismatchRepos & AccessMismatchRepos \\
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& NotFoundRepos & NotFoundRepos \\
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& NoCodeqlDBRepos & NoCodeqlDBRepos \\
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& OverLimitRepos & OverLimitRepos \\
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\hline
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SkippedRepositories & AccessMismatchRepos & AccessMismatchRepos \\
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& NotFoundRepos & NotFoundRepos \\
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& NoCodeqlDBRepos & NoCodeqlDBRepos \\
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& OverLimitRepos & OverLimitRepos \\
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\hline
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AccessMismatchRepos & RepositoryCount & int \\
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& Repositories & \textbf{[Repository]} \\
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\hline
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AccessMismatchRepos & RepositoryCount & int \\
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& Repositories & \textbf{[Repository]} \\
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\hline
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NotFoundRepos & RepositoryCount & int \\
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& RepositoryFullNames & \textbf{[string]} \\
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\hline
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NotFoundRepos & RepositoryCount & int \\
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& RepositoryFullNames & \textbf{[string]} \\
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\hline
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Repository & ID & int \\
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& Name & string \\
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& FullName & string \\
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& Private & bool \\
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& StargazersCount & int \\
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& UpdatedAt & string \\
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\hline
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Repository & ID & int \\
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& Name & string \\
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& FullName & string \\
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& Private & bool \\
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& StargazersCount & int \\
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& UpdatedAt & string \\
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\end{longtable}
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@@ -283,22 +311,22 @@ Repository & ID & int \\
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We define the following symbols for entities in the system:
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\begin{center}
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\begin{tabular}{lll}
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Concept & Symbol & Description \\[0pt]
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\hline
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\href{vscode://file//Users/hohn/work-gh/mrva/gh-mrva/README.org:39:1}{Client} & \(C\) & The source of the query submission \\[0pt]
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Server & \(S\) & Manages job queue and communicates results back to the client \\[0pt]
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Job Queue & \(Q\) & Queue for managing submitted jobs \\[0pt]
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Agent & \(\alpha\) & Independently polls, executes jobs, and accumulates results \\[0pt]
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Agent Set & \(A\) & The set of all available agents \\[0pt]
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Query Suite & \(\mathcal{Q}\) & Collection of queries submitted by the client \\[0pt]
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Repository List & \(\mathcal{R}\) & Collection of repositories \\[0pt]
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\(i\)-th Repository & \(\mathcal{R}_i\) & Specific repository indexed by \(i\) \\[0pt]
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\(j\)-th Query & \(\mathcal{Q}_j\) & Specific query from the suite indexed by \(j\) \\[0pt]
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Query Result & \(r_{i,j,k_{i,j}}\) & \(k_{i,j}\)-th result from query \(j\) executed on repository \(i\) \\[0pt]
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Query Result Set & \(\mathcal{R}_i^{\mathcal{Q}_j}\) & Set of all results for query \(j\) on repository \(i\) \\[0pt]
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Accumulated Results & \(\mathcal{R}_i^{\mathcal{Q}}\) & All results from executing all queries on \(\mathcal{R}_i\) \\[0pt]
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\end{tabular}
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\begin{tabular}{lll}
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Concept & Symbol & Description \\[0pt]
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\hline
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\href{vscode://file//Users/hohn/work-gh/mrva/gh-mrva/README.org:39:1}{Client} & \(C\) & The source of the query submission \\[0pt]
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Server & \(S\) & Manages job queue and communicates results back to the client \\[0pt]
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Job Queue & \(Q\) & Queue for managing submitted jobs \\[0pt]
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Agent & \(\alpha\) & Independently polls, executes jobs, and accumulates results \\[0pt]
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Agent Set & \(A\) & The set of all available agents \\[0pt]
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Query Suite & \(\mathcal{Q}\) & Collection of queries submitted by the client \\[0pt]
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Repository List & \(\mathcal{R}\) & Collection of repositories \\[0pt]
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\(i\)-th Repository & \(\mathcal{R}_i\) & Specific repository indexed by \(i\) \\[0pt]
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\(j\)-th Query & \(\mathcal{Q}_j\) & Specific query from the suite indexed by \(j\) \\[0pt]
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Query Result & \(r_{i,j,k_{i,j}}\) & \(k_{i,j}\)-th result from query \(j\) executed on repository \(i\) \\[0pt]
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Query Result Set & \(\mathcal{R}_i^{\mathcal{Q}_j}\) & Set of all results for query \(j\) on repository \(i\) \\[0pt]
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Accumulated Results & \(\mathcal{R}_i^{\mathcal{Q}}\) & All results from executing all queries on \(\mathcal{R}_i\) \\[0pt]
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\end{tabular}
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\end{center}
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@@ -307,17 +335,17 @@ We define the following symbols for entities in the system:
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The full round-trip execution, from query submission to result delivery, can be summarized as:
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\[
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C \xrightarrow{\mathcal{Q}} S \xrightarrow{\text{enqueue}} Q
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\xrightarrow{\text{poll}}
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\alpha \xrightarrow{\mathcal{Q}(\mathcal{R}_i)} S \xrightarrow{\mathcal{R}_i^{\mathcal{Q}}} C
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C \xrightarrow{\mathcal{Q}} S \xrightarrow{\text{enqueue}} Q
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\xrightarrow{\text{poll}}
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\alpha \xrightarrow{\mathcal{Q}(\mathcal{R}_i)} S \xrightarrow{\mathcal{R}_i^{\mathcal{Q}}} C
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\]
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\begin{itemize}
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\item \(C \to S\): Client submits a query suite \(\mathcal{Q}\) to the server.
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\item \(S \to Q\): Server enqueues the query suite \((\mathcal{Q}, \mathcal{R}_i)\) for each repository.
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\item \(Q \to \alpha\): Agent \(\alpha\) polls the queue and retrieves a job.
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\item \(\alpha \to S\): Agent executes the queries and returns the accumulated results \(\mathcal{R}_i^{\mathcal{Q}}\) to the server.
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\item \(S \to C\): Server sends the complete result set \(\mathcal{R}_i^{\mathcal{Q}}\) for each repository back to the client.
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\item \(C \to S\): Client submits a query suite \(\mathcal{Q}\) to the server.
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\item \(S \to Q\): Server enqueues the query suite \((\mathcal{Q}, \mathcal{R}_i)\) for each repository.
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\item \(Q \to \alpha\): Agent \(\alpha\) polls the queue and retrieves a job.
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\item \(\alpha \to S\): Agent executes the queries and returns the accumulated results \(\mathcal{R}_i^{\mathcal{Q}}\) to the server.
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\item \(S \to C\): Server sends the complete result set \(\mathcal{R}_i^{\mathcal{Q}}\) for each repository back to the client.
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\end{itemize}
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\section{Result Representation}
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@@ -330,31 +358,31 @@ For the complete collection of results across all repositories and queries:
|
||||
|
||||
where:
|
||||
\begin{itemize}
|
||||
\item \(N\) is the total number of repositories.
|
||||
\item \(M\) is the total number of queries in \(\mathcal{Q}\).
|
||||
\item \(k_{i,j}\) is the number of results from executing query
|
||||
\(\mathcal{Q}_j\)
|
||||
on repository \(\mathcal{R}_i\).
|
||||
\item \(N\) is the total number of repositories.
|
||||
\item \(M\) is the total number of queries in \(\mathcal{Q}\).
|
||||
\item \(k_{i,j}\) is the number of results from executing query
|
||||
\(\mathcal{Q}_j\)
|
||||
on repository \(\mathcal{R}_i\).
|
||||
\end{itemize}
|
||||
|
||||
An individual result from the \(i\)-th repository, \(j\)-th query, and \(k\)-th result is:
|
||||
\[
|
||||
r_{i,j,k}
|
||||
r_{i,j,k}
|
||||
\]
|
||||
|
||||
|
||||
|
||||
\[
|
||||
C \xrightarrow{\mathcal{Q}} S \xrightarrow{\text{enqueue}} Q \xrightarrow{\text{dispatch}} \alpha \xrightarrow{\mathcal{Q}(\mathcal{R}_i)} S \xrightarrow{r_{i,j}} C
|
||||
C \xrightarrow{\mathcal{Q}} S \xrightarrow{\text{enqueue}} Q \xrightarrow{\text{dispatch}} \alpha \xrightarrow{\mathcal{Q}(\mathcal{R}_i)} S \xrightarrow{r_{i,j}} C
|
||||
\]
|
||||
|
||||
Each result can be further indexed to track multiple repositories and result sets.
|
||||
|
||||
\section{Execution Loop in Pseudo-Code}
|
||||
\begin{listing}[H] % h = here, t = top, b = bottom, p = page of floats
|
||||
\caption{Distributed Query Execution Algorithm}
|
||||
\caption{Distributed Query Execution Algorithm}
|
||||
|
||||
\begin{lstlisting}[language=Python]
|
||||
\begin{lstlisting}[language=Python]
|
||||
# Distributed Query Execution with Agent Polling and Accumulated Results
|
||||
|
||||
# Initialization
|
||||
@@ -455,60 +483,60 @@ $\mathcal{R}_{\text{results}}$ = execute_queries(A, Q, $\mathcal{R}_{\text{resul
|
||||
\newpage{}
|
||||
\section{Execution Loop in Pseudo-Code, algorithmic}
|
||||
\begin{algorithm}
|
||||
\caption{Distribute a set of queries $\mathcal{Q}$ across repositories
|
||||
$\mathcal{R}$ using agents $A$}
|
||||
\begin{algorithmic}[1] % Line numbering enabled
|
||||
\Procedure{DistributedQueryExecution}{$\mathcal{Q}, \mathcal{R}, A$}
|
||||
\caption{Distribute a set of queries $\mathcal{Q}$ across repositories
|
||||
$\mathcal{R}$ using agents $A$}
|
||||
\begin{algorithmic}[1] % Line numbering enabled
|
||||
\Procedure{DistributedQueryExecution}{$\mathcal{Q}, \mathcal{R}, A$}
|
||||
|
||||
\ForAll{$\mathcal{R}_i \in \mathcal{R}$}
|
||||
\ForAll{$\mathcal{R}_i \in \mathcal{R}$}
|
||||
\Comment{Initialize result sets for each repository and query}
|
||||
\State $\mathcal{R}_i^{\mathcal{Q}} \gets \left\{ \, \right\}$
|
||||
\EndFor
|
||||
\EndFor
|
||||
|
||||
\State $Q \gets \left\{ \, \right\}$ \Comment{Initialize empty job queue}
|
||||
\State $Q \gets \left\{ \, \right\}$ \Comment{Initialize empty job queue}
|
||||
|
||||
\ForAll{$\mathcal{R}_i \in \mathcal{R}$}
|
||||
\ForAll{$\mathcal{R}_i \in \mathcal{R}$}
|
||||
\Comment{Enqueue the entire query suite across all repositories}
|
||||
\State $S \xrightarrow{\text{enqueue}(\mathcal{Q}, \mathcal{R}_i)} Q$
|
||||
\EndFor
|
||||
\EndFor
|
||||
|
||||
\While{$Q \neq \emptyset$}
|
||||
\While{$Q \neq \emptyset$}
|
||||
\Comment{Agents poll the queue for available jobs}
|
||||
|
||||
\ForAll{$\alpha \in A$ \textbf{where} $\alpha$ \text{is available}}
|
||||
\State $\alpha \xleftarrow{\text{poll}(Q)}$ \Comment{Agent autonomously retrieves a job}
|
||||
\State $\alpha \xleftarrow{\text{poll}(Q)}$ \Comment{Agent autonomously retrieves a job}
|
||||
|
||||
% --- Begin Agent Execution Block ---
|
||||
\State \textbf{\raisebox{0.5ex}{\rule{25em}{0.7pt}}} \Comment{Agent Execution Begins}
|
||||
% --- Begin Agent Execution Block ---
|
||||
\State \textbf{\raisebox{0.5ex}{\rule{25em}{0.7pt}}} \Comment{Agent Execution Begins}
|
||||
|
||||
|
||||
\State $\mathcal{R}_i^{\mathcal{Q}} \gets \left\{ \, \right\}$ \Comment{Initialize result set for this repository}
|
||||
\State $\mathcal{R}_i^{\mathcal{Q}} \gets \left\{ \, \right\}$ \Comment{Initialize result set for this repository}
|
||||
|
||||
\ForAll{$\mathcal{Q}_j \in \mathcal{Q}$}
|
||||
\State $\mathcal{R}_i^{\mathcal{Q}_j} \gets \left\{ r_{i,j,1}, r_{i,j,2}, \dots, r_{i,j,k_{i,j}} \right\}$
|
||||
\Comment{Collect results for query $j$ on repository $i$}
|
||||
\ForAll{$\mathcal{Q}_j \in \mathcal{Q}$}
|
||||
\State $\mathcal{R}_i^{\mathcal{Q}_j} \gets \left\{ r_{i,j,1}, r_{i,j,2}, \dots, r_{i,j,k_{i,j}} \right\}$
|
||||
\Comment{Collect results for query $j$ on repository $i$}
|
||||
|
||||
\State $\mathcal{R}_i^{\mathcal{Q}} \gets \mathcal{R}_i^{\mathcal{Q}}
|
||||
\State $\mathcal{R}_i^{\mathcal{Q}} \gets \mathcal{R}_i^{\mathcal{Q}}
|
||||
\cup \mathcal{R}_i^{\mathcal{Q}_j}$
|
||||
\Comment{Accumulate results}
|
||||
\EndFor
|
||||
\Comment{Accumulate results}
|
||||
\EndFor
|
||||
|
||||
\State $\alpha \xrightarrow{(\mathcal{Q}, \mathcal{R}_i, \mathcal{R}_i^{\mathcal{Q}})} S$
|
||||
\Comment{Agent sends all accumulated results back to server}
|
||||
\State $\alpha \xrightarrow{(\mathcal{Q}, \mathcal{R}_i, \mathcal{R}_i^{\mathcal{Q}})} S$
|
||||
\Comment{Agent sends all accumulated results back to server}
|
||||
|
||||
\State \textbf{\raisebox{0.5ex}{\rule{25em}{0.7pt}}} \Comment{Agent
|
||||
Execution Ends}
|
||||
% --- End Agent Execution Block ---
|
||||
\State \textbf{\raisebox{0.5ex}{\rule{25em}{0.7pt}}} \Comment{Agent
|
||||
Execution Ends}
|
||||
% --- End Agent Execution Block ---
|
||||
|
||||
\State $S \xrightarrow{(\mathcal{Q}, \mathcal{R}_i, \mathcal{R}_i^{\mathcal{Q}})} C$
|
||||
\Comment{Server sends results for repository $i$ back to the client}
|
||||
\State $S \xrightarrow{(\mathcal{Q}, \mathcal{R}_i, \mathcal{R}_i^{\mathcal{Q}})} C$
|
||||
\Comment{Server sends results for repository $i$ back to the client}
|
||||
|
||||
\EndFor
|
||||
|
||||
\EndWhile
|
||||
\EndWhile
|
||||
|
||||
\EndProcedure
|
||||
\end{algorithmic}
|
||||
\EndProcedure
|
||||
\end{algorithmic}
|
||||
\end{algorithm}
|
||||
|
||||
\FloatBarrier
|
||||
@@ -519,52 +547,52 @@ $\mathcal{R}_{\text{results}}$ = execute_queries(A, Q, $\mathcal{R}_{\text{resul
|
||||
|
||||
\begin{enumerate}
|
||||
\item \textbf{\textbf{Initialization}}
|
||||
\begin{itemize}
|
||||
\item For each repository \(\mathcal{R}_i \in \mathcal{R}\):
|
||||
\begin{itemize}
|
||||
\item Initialize result sets: \(\mathcal{R}_i^{\mathcal{Q}} \gets \{\}\).
|
||||
\end{itemize}
|
||||
\item Initialize an empty job queue: \(Q \gets \{\}\).
|
||||
\end{itemize}
|
||||
\begin{itemize}
|
||||
\item For each repository \(\mathcal{R}_i \in \mathcal{R}\):
|
||||
\begin{itemize}
|
||||
\item Initialize result sets: \(\mathcal{R}_i^{\mathcal{Q}} \gets \{\}\).
|
||||
\end{itemize}
|
||||
\item Initialize an empty job queue: \(Q \gets \{\}\).
|
||||
\end{itemize}
|
||||
|
||||
\item \textbf{\textbf{Enqueue Queries}}
|
||||
\begin{itemize}
|
||||
\item For each repository \(\mathcal{R}_i \in \mathcal{R}\):
|
||||
\begin{itemize}
|
||||
\item Enqueue the entire query suite: \(S \xrightarrow{\text{enqueue}(\mathcal{Q}, \mathcal{R}_i)} Q\).
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\begin{itemize}
|
||||
\item For each repository \(\mathcal{R}_i \in \mathcal{R}\):
|
||||
\begin{itemize}
|
||||
\item Enqueue the entire query suite: \(S \xrightarrow{\text{enqueue}(\mathcal{Q}, \mathcal{R}_i)} Q\).
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
|
||||
\item \textbf{\textbf{Execution Loop}}
|
||||
\begin{itemize}
|
||||
\item While \(Q \neq \emptyset\): (agents poll the queue for available jobs)
|
||||
\begin{itemize}
|
||||
\item For each available agent \(\alpha \in A\):
|
||||
\begin{itemize}
|
||||
\item Agent autonomously retrieves a job: \(\alpha \xleftarrow{\text{poll}(Q)}\).
|
||||
\begin{itemize}
|
||||
\item While \(Q \neq \emptyset\): (agents poll the queue for available jobs)
|
||||
\begin{itemize}
|
||||
\item For each available agent \(\alpha \in A\):
|
||||
\begin{itemize}
|
||||
\item Agent autonomously retrieves a job: \(\alpha \xleftarrow{\text{poll}(Q)}\).
|
||||
|
||||
\item \textbf{\textbf{Agent Execution Block}}
|
||||
\begin{itemize}
|
||||
\item Initialize result set for this repository: \(\mathcal{R}_i^{\mathcal{Q}} \gets \{\}\).
|
||||
\item For each query \(\mathcal{Q}_j \in \mathcal{Q}\):
|
||||
\begin{itemize}
|
||||
\item Collect results:
|
||||
\(\mathcal{R}_i^{\mathcal{Q}_j} \gets \{ r_{i,j,1}, r_{i,j,2}, \dots, r_{i,j,k_{i,j}} \}\).
|
||||
\item Accumulate results:
|
||||
\(\mathcal{R}_i^{\mathcal{Q}} \gets \mathcal{R}_i^{\mathcal{Q}} \cup \mathcal{R}_i^{\mathcal{Q}_j}\).
|
||||
\end{itemize}
|
||||
\item Agent sends all accumulated results back to the server:
|
||||
\(\alpha \xrightarrow{(\mathcal{Q}, \mathcal{R}_i, \mathcal{R}_i^{\mathcal{Q}})} S\).
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\item \textbf{\textbf{Agent Execution Block}}
|
||||
\begin{itemize}
|
||||
\item Initialize result set for this repository: \(\mathcal{R}_i^{\mathcal{Q}} \gets \{\}\).
|
||||
\item For each query \(\mathcal{Q}_j \in \mathcal{Q}\):
|
||||
\begin{itemize}
|
||||
\item Collect results:
|
||||
\(\mathcal{R}_i^{\mathcal{Q}_j} \gets \{ r_{i,j,1}, r_{i,j,2}, \dots, r_{i,j,k_{i,j}} \}\).
|
||||
\item Accumulate results:
|
||||
\(\mathcal{R}_i^{\mathcal{Q}} \gets \mathcal{R}_i^{\mathcal{Q}} \cup \mathcal{R}_i^{\mathcal{Q}_j}\).
|
||||
\end{itemize}
|
||||
\item Agent sends all accumulated results back to the server:
|
||||
\(\alpha \xrightarrow{(\mathcal{Q}, \mathcal{R}_i, \mathcal{R}_i^{\mathcal{Q}})} S\).
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
|
||||
\item \textbf{\textbf{Agent Sends Results}}
|
||||
\begin{itemize}
|
||||
\item Server sends results for repository \(i\) back to the client:
|
||||
\(S \xrightarrow{(\mathcal{Q}, \mathcal{R}_i, \mathcal{R}_i^{\mathcal{Q}})} C\).
|
||||
\end{itemize}
|
||||
\begin{itemize}
|
||||
\item Server sends results for repository \(i\) back to the client:
|
||||
\(S \xrightarrow{(\mathcal{Q}, \mathcal{R}_i, \mathcal{R}_i^{\mathcal{Q}})} C\).
|
||||
\end{itemize}
|
||||
\end{enumerate}
|
||||
|
||||
\end{document}
|
||||
|
||||
Reference in New Issue
Block a user