From c3cc085163448c67dd339860f8b4b2918884a4a7 Mon Sep 17 00:00:00 2001 From: Luca Lombardo Date: Sat, 12 Mar 2022 18:36:40 +0100 Subject: [PATCH] arg parse for movie filter --- filters/movie_graph_filter.py | 11 +++++++++-- scripts/actor_bench/bench_me.sh | 2 +- scripts/movie_graph.cpp | 17 +++++++++++++---- tex/analysis.tex | 14 +++++++++----- tex/main.pdf | Bin 376882 -> 379367 bytes 5 files changed, 32 insertions(+), 12 deletions(-) diff --git a/filters/movie_graph_filter.py b/filters/movie_graph_filter.py index ccdc7a3..a2d519a 100755 --- a/filters/movie_graph_filter.py +++ b/filters/movie_graph_filter.py @@ -1,4 +1,5 @@ #!/usr/bin/env python3 +import argparse import gzip import requests import pandas as pd @@ -7,6 +8,12 @@ import os import csv #-----------------DOWNLOAD .GZ FILES FROM IMDB DATABASE-----------------# + +parser = argparse.ArgumentParser() +parser.add_argument("--votes", type=int, required=True) +args = parser.parse_args() + + def colored(r, g, b, text): return "\033[38;2;{};{};{}m{} \033[38;2;255;255;255m".format(r, g, b, text) @@ -33,7 +40,7 @@ urls = ["https://datasets.imdbws.com/name.basics.tsv.gz", for url in urls: download_url(url) -os.makedirs("../data/data_movie_graph", exist_ok=True) # Generate (recursively) folders, ignores the comand if they already exists +os.makedirs("../data/data_movie_graph_args", exist_ok=True) # Generate (recursively) folders, ignores the comand if they already exists #------------------------------FILTERING------------------------------# @@ -61,7 +68,7 @@ df_film = pd.merge(df_film, df_ratings, "left", on="tconst") del df_ratings df_film.query('not isAdult and titleType in ["movie", "tvSeries", "tvMovie", "tvMiniSeries"]', inplace=True) -VOTES = df_film['numVotes'].mean() +VOTES = args.votes df_film.query('numVotes > @VOTES', inplace=True) filtered_tconsts = df_film["tconst"].to_list() diff --git a/scripts/actor_bench/bench_me.sh b/scripts/actor_bench/bench_me.sh index 62b26bc..c798887 100755 --- a/scripts/actor_bench/bench_me.sh +++ b/scripts/actor_bench/bench_me.sh @@ -1,7 +1,7 @@ #!/bin/bash cd "$(dirname "$(realpath "$0")")" -for minmovies in 10 20 30 40 +for minmovies in 5 10 20 30 40 50 60 70 do echo "##### STARTING FILTERING FOR MIN_MOVIES=$minmovies #####" cd ../../filters diff --git a/scripts/movie_graph.cpp b/scripts/movie_graph.cpp index 783312b..4c58a98 100644 --- a/scripts/movie_graph.cpp +++ b/scripts/movie_graph.cpp @@ -33,6 +33,8 @@ int MAX_MOVIE_ID = -1; // Here DataRead() puts the larges actor_id loaded from A const int N_THREADS = 12; // Number of threads to use for some functions +string outputFn; + void DataRead() { ifstream actors("../data/data_movie_graph/Attori.txt"); // read the file @@ -223,7 +225,8 @@ vector> closeness(const size_t k) { // Waiting for all threads to finish thread.join(); - ofstream output_file("../visualization/movie_graph/data/top_movies_c.txt"); + + ofstream output_file(outputFn + "_c.txt"); for (const auto& [film_id, farness] : top_movies) { output_file << film_id << "\t" << F[film_id].name << "\t" << 1.0/farness << endl; } @@ -314,18 +317,24 @@ vector> harmonic(const size_t k) { // for (auto& thread : threads) thread.join(); - ofstream output_file("../visualization/movie_graph/data/top_movies_h.txt"); + ofstream output_file(outputFn + "_h.txt"); for (const auto& [film_id, harmonic] : top_movies) { output_file << film_id << "\t" << F[film_id].name << "\t" << harmonic << endl; } - return top_movies; } -int main() +int main(int argc, char* argv[]) { + if (argc != 2) { + cout << "Usage: " << argv[0] << " OUTPUT_FILE_NAME" << endl; + exit(1); + } + outputFn = argv[1]; + + srand(time(NULL)); DataRead(); diff --git a/tex/analysis.tex b/tex/analysis.tex index 6041977..4658cc5 100644 --- a/tex/analysis.tex +++ b/tex/analysis.tex @@ -9,18 +9,18 @@ The first one will tell us how much more efficient the algorithm is in terms of \nd The platform for the tests is \emph{a laptop}, so can not be considered precise due factors as thermal throttling. The CPU is an Intel(R) Coreā„¢ i7-8750H (6 cores, 12 threads), equipped with 16GB of DDR4 @2666 MHz RAM. \subsection{Actors graph} -Let's take into analysis the graph were each actors is a node and two nodes are linked the if they played in a movie together. In the case, during the filtering, we created the variable \texttt{MINMOVIES}. This variable is the minimun number of movies that an actor/actress has to have done to be considered in the computation. +Let's take into analysis the graph were each actors is a node and two nodes are linked the if they played in a movie together. In the case, during the filtering, we created the variable \texttt{MIN\textunderscore ACTORS}. This variable is the minimun number of movies that an actor/actress has to have done to be considered in the computation. -Varying this variable obviously affects the algorithm, in different way. The higher this variable is, the less actors we are taking into consideration. So, with a smaller graph, we are expecting better results in terms of time execution. On the other hand, we also can expect to have less accurate results. What we are going to discuss is how much changing \texttt{MINMOVIES} affects this two factors +Varying this variable obviously affects the algorithm, in different way. The higher this variable is, the less actors we are taking into consideration. So, with a smaller graph, we are expecting better results in terms of time execution. On the other hand, we also can expect to have less accurate results. What we are going to discuss is how much changing \texttt{MIN\textunderscore ACTORS} affects this two factors \subsubsection{Time of execution} TO DO \subsubsection{Discrepancy of the results} -We want to analyze how truthful our results are while varying MINMOVIES. The methodology is simple: for each results (lists) we take the intersection of the two. This will return the number of elements in common. Knowing the length of the lists, we can find the number of elements not in common. \s +We want to analyze how truthful our results are while varying \texttt{MIN\textunderscore ACTORS}. The methodology is simple: for each results (lists) we take the intersection of the two. This will return the number of elements in common. Knowing the length of the lists, we can find the number of elements not in common. \s -\nd A way to see this results is with a square matrix $n \times n, ~ A = (a_{ij})$, where $n$ is the number of different values that we gave to \texttt{MINMOVIES} during the testing. In this way the $(i,j)$ position is the percentage of discrepancy between the results with \texttt{MINMOVIES} set as $i$ and $j$ \s +\nd A way to see this results is with a square matrix $n \times n, ~ A = (a_{ij})$, where $n$ is the number of different values that we gave to \texttt{MIN\textunderscore ACTORS} during the testing. In this way the $(i,j)$ position is the percentage of discrepancy between the results with \texttt{MIN\textunderscore ACTORS} set as $i$ and $j$ \s \nd This analysis is implemented in python using the \texttt{pandas} and \texttt{numpy} libraries. @@ -32,4 +32,8 @@ We want to analyze how truthful our results are while varying MINMOVIES. The met \includegraphics[width=13cm]{Figure_1.png} \end{figure} -\nd As expected, the matrix is symmetrical and the elements on the diagonal are all equal to zero. We can see clearly that with a lower value of \texttt{MINMOVIES} the results are more precise. The discrepancy with \texttt{MINMOVIES=10} is 14\% while being 39\% when \texttt{MINMOVIES=70}. +\nd As expected, the matrix is symmetrical and the elements on the diagonal are all equal to zero. We can see clearly that with a lower value of \texttt{MIN\textunderscore ACTORS} the results are more precise. The discrepancy with \texttt{MIN\textunderscore ACTORS=10} is 14\% while being 39\% when \texttt{MIN\textunderscore ACTORS=70}. \s + +\nd This is what we obtain confronting the top-k results when $k=100$. It's interesting to se how much the discrepancy change with different values of $k$. However, choosing a lower value for $k$ would not be useful for this type of analysis. Since we are looking at the not common elements of two lists, with a small length, we would get results biased by statistical straggling. \s + +\textsc{Da fare: test con con k=500 e k=1000} diff --git a/tex/main.pdf b/tex/main.pdf index c5d37e4ce960196feb84b47700c0d58f8d50de3d..23860e7b61246b1471531ad78ef81711c75d731d 100644 GIT binary patch delta 42085 zcmV(>K-j;sfEVYJ7qI(y12!``lVLC@f2CPlm)o`xe)q4?Te;_0GyxJIn4X?fC$1B> zb=}(A<{{1lSArxq6e;uK_2$=iZlEZcS-16z2n=q6xqLGNC9C}^S$+Q`k?*&+PoBNB z=}KjBnpwTN-K|ub#<_JXYw}p9W_7z={S=v-wNlzd&zrJ-=&Sx_o#rNLcl;d=f1Vqi z@5g%RZ+^c0^Rt(#SQT+$wZ&bN)mp3AX~p}!YHrrL$Y3Szg)R7~$Zv+Km7)6^?IO?Z zvZIEH_HEVdWogUbZPjnaz7PA!#J~wrkEAjWa-sqBVoGuCBSKk!i1 z-~|T{oDOhcpwa9Bhe!Y|6LvQ$DmN&iq3!x_kiAKV&tB%~OwyprBD27{jZ-D8zt<|c zT63WtY$+I^$+vjFtSF+PIzr1NNz{11MIMRT@^{yELJ0HyCyyL%#-Rdse^HOP7Vkv! z$40b^JyZ#Px7GVZr62^B1}_0pR)b_v*9(gHcw;Q+ZS)}VM+C9vTdkFgmHvO_fLcKd z>-?!~HV>?gwz;r`^lWW7dVi>Dp);r50~swTHmsOmF-$dlDZ27ngBp|kQjM$`t7&!D 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