From 47a51ed8fbb393df12d3e1c18d892a8abbdd562e Mon Sep 17 00:00:00 2001
From: Aman Sharma <mannu.poski10@gmail.com>
Date: Tue, 3 Sep 2024 19:14:38 +0200
Subject: [PATCH] chore(experiments): add script to generate 30,000 samples

---
 experiments/random_numbers.txt       | 59862 ++++++++++++-------------
 experiments/select_random_samples.py |    11 +
 2 files changed, 29942 insertions(+), 29931 deletions(-)
 create mode 100644 experiments/select_random_samples.py

diff --git a/experiments/random_numbers.txt b/experiments/random_numbers.txt
index 32be4929cf..717d3bb844 100644
--- a/experiments/random_numbers.txt
+++ b/experiments/random_numbers.txt
@@ -1,30000 +1,30000 @@
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diff --git a/experiments/select_random_samples.py b/experiments/select_random_samples.py
new file mode 100644
index 0000000000..b12fc2e06a
--- /dev/null
+++ b/experiments/select_random_samples.py
@@ -0,0 +1,11 @@
+import pandas as pd
+
+file_path = 'dataset/EQ.tsv'
+df = pd.read_csv(file_path, sep='\t')
+
+filtered_df = df.loc[(df['scope_1'] == 'main') & (df['scope_2'] == 'main')]
+
+sampled_df = filtered_df.sample(n=30000)
+
+output_path = 'random_numbers.txt'
+sampled_df.index.to_series().to_csv(output_path, index=False, header=False, lineterminator="")