From 7350684256dcbb2ccd1eba263916bef23bcb0235 Mon Sep 17 00:00:00 2001 From: xofbd Date: Thu, 19 Oct 2017 21:07:13 +0000 Subject: [PATCH 1/8] copy directories to repo --- .../figures/row_column_ordering.png | Bin 0 -> 553535 bytes numpy_and_pandas/numpy_and_pandas.ipynb | 542 +++++++++++++++ pandas_vs_PostgreSQL/README.md | 17 + pandas_vs_PostgreSQL/analysis_writeup.ipynb | 88 +++ .../benchmark_postgre_direct.sh | 87 +++ pandas_vs_PostgreSQL/benchmark_test.py | 71 ++ pandas_vs_PostgreSQL/create_dataset.py | 29 + .../figures/filter_results_plot.png | Bin 0 -> 166521 bytes .../figures/groupby_agg_results_plot.png | Bin 0 -> 182130 bytes .../figures/join_results_plot.png | Bin 0 -> 168115 bytes .../figures/load_results_plot.png | Bin 0 -> 167919 bytes .../figures/select_results_plot.png | Bin 0 -> 164463 bytes pandas_vs_PostgreSQL/format_results.py | 40 ++ pandas_vs_PostgreSQL/pandas_tasks.py | 37 + pandas_vs_PostgreSQL/postgre_tasks.py | 78 +++ .../results/pandas_benchmark.json | 1 + .../results/postgre_benchmark.json | 1 + pandas_vs_PostgreSQL/run_script.sh | 25 + pandas_vs_PostgreSQL/save_plots.py | 62 ++ pandas_vs_excel/csv/exam_one.csv | 6 + pandas_vs_excel/csv/exam_two.csv | 6 + pandas_vs_excel/csv/sections.csv | 6 + pandas_vs_excel/pandas_vs_excel.ipynb | 640 ++++++++++++++++++ 23 files changed, 1736 insertions(+) create mode 100644 numpy_and_pandas/figures/row_column_ordering.png create mode 100644 numpy_and_pandas/numpy_and_pandas.ipynb create mode 100644 pandas_vs_PostgreSQL/README.md create mode 100644 pandas_vs_PostgreSQL/analysis_writeup.ipynb create mode 100755 pandas_vs_PostgreSQL/benchmark_postgre_direct.sh create mode 100644 pandas_vs_PostgreSQL/benchmark_test.py create mode 100644 pandas_vs_PostgreSQL/create_dataset.py create mode 100644 pandas_vs_PostgreSQL/figures/filter_results_plot.png create mode 100644 pandas_vs_PostgreSQL/figures/groupby_agg_results_plot.png create mode 100644 pandas_vs_PostgreSQL/figures/join_results_plot.png create mode 100644 pandas_vs_PostgreSQL/figures/load_results_plot.png create mode 100644 pandas_vs_PostgreSQL/figures/select_results_plot.png create mode 100644 pandas_vs_PostgreSQL/format_results.py create mode 100644 pandas_vs_PostgreSQL/pandas_tasks.py create mode 100644 pandas_vs_PostgreSQL/postgre_tasks.py create mode 100644 pandas_vs_PostgreSQL/results/pandas_benchmark.json create mode 100644 pandas_vs_PostgreSQL/results/postgre_benchmark.json create mode 100755 pandas_vs_PostgreSQL/run_script.sh create mode 100644 pandas_vs_PostgreSQL/save_plots.py create mode 100644 pandas_vs_excel/csv/exam_one.csv create mode 100644 pandas_vs_excel/csv/exam_two.csv create mode 100644 pandas_vs_excel/csv/sections.csv create mode 100644 pandas_vs_excel/pandas_vs_excel.ipynb diff --git a/numpy_and_pandas/figures/row_column_ordering.png b/numpy_and_pandas/figures/row_column_ordering.png new file mode 100644 index 0000000000000000000000000000000000000000..6fdf4cb5bf4d383fbe059c6f432d33d66a0f1352 GIT binary 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+ " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Electoral VotesPopulationStateWest of Mississippi
03827860000.0TexasTrue
131060000.0Rhode IslandFalse
251910000.0NebraskaTrue
\n", + "" + ], + "text/plain": [ + " Electoral Votes Population State West of Mississippi\n", + "0 38 27860000.0 Texas True\n", + "1 3 1060000.0 Rhode Island False\n", + "2 5 1910000.0 Nebraska True" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "# create data\n", + "states = ['Texas', 'Rhode Island', 'Nebraska'] # string\n", + "population = [27.86E6, 1.06E6, 1.91E6] # float\n", + "electoral_votes = [38, 3, 5] # integer\n", + "is_west_of_MS = [True, False, True] # Boolean\n", + "\n", + "# create and display DataFrame\n", + "headers = ('State', 'Population', 'Electoral Votes', 'West of Mississippi')\n", + "data = (states, population, electoral_votes, is_west_of_MS)\n", + "data_dict = dict(zip(headers, data))\n", + "\n", + "df1 = pd.DataFrame(data_dict)\n", + "df1" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "In the above code, we created a pandas `DataFrame` object, a tabular data structure that resembles a spreadsheet like those used in Excel. For those familiar with SQL, you can view a `DataFrame` as an SQL table. The `DataFrame` we created consists of four columns, each with entries of different data types (integer, float, string, and Boolean). \n", + "\n", + "Pandas is built on top of NumPy, relying on `ndarray` and its fast and efficient array based mathematical functions. For example, if we wanted to calculate the mean population across the states, we can run" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10276666.6667\n" + ] + } + ], + "source": [ + "print df1['Population'].mean()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "Pandas relies on NumPy data types for the entries in the `DataFrame`. Printing the types of individual entries using `iloc` shows" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n" + ] + } + ], + "source": [ + "print type(df1['Electoral Votes'].iloc[0])\n", + "print type(df1['Population'].iloc[0])\n", + "print type(df1['West of Mississippi'].iloc[0])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "Another example of the pandas and NumPy compatibility is if we have a `DataFrame` that is composed of purely numerical data we can apply NumPy functions. For example," + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "

" + ], + "text/plain": [ + " more times times\n", + "0 0.283662 0.540302\n", + "1 0.960170 -0.416147\n", + "2 0.753902 -0.989992\n", + "3 -0.145500 -0.653644" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = pd.DataFrame({\"times\": [1.0, 2.0, 3.0, 4.0], \"more times\": [5.0, 6.0, 7.0, 8.0]})\n", + "df2 = np.cos(df2)\n", + "df2.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "Accessing columns is inuitive, and returns the pandas `Series` class." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 27860000.0\n", + "1 1060000.0\n", + "2 1910000.0\n", + "Name: Population, dtype: float64\n", + "\n" + ] + } + ], + "source": [ + "print df1['Population']\n", + "print type(df1['Population'])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "A `DataFrame` is composed of multiple `Series`. The `DataFrame` class resembles a collection of NumPy arrays but with labeled axes and mixed data types across the columns. In fact, `Series` is subclass of NumPy's `ndarray`." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "## How memory is configured in NumPy\n", + "\n", + "The power of NumPy comes from the `ndarray` class and how it is laid out in memory. The `ndarray` class consists of\n", + "\n", + "- the data type of the entires of the array\n", + "- a pointer to a contiguous block of memory where the data/entries of the array reside\n", + "- a tuple of the array's shape\n", + "- a tuple of the array's stride\n", + "\n", + "The shape refers to the dimension of the array while the stride is the number of bytes to step in a particular dimension when traversing an array in memory. With both the stride and the shape, NumPy has sufficient information to access the array's entries in memory.\n", + "\n", + "By default, NumPy arranges the data in row-major order, like in C. Row-major order lays out the entries of the array by groupings of rows. An alternative is column-major ordering, as used in Fortran and MATLAB, which uses columns as the grouping. NumPy is capable of implementing both ordering schemes by passing the keyword `order` when creating an array. See the figure below for the differeneces in the schemes." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "source": [ + "" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "The continguous memory layout allows NumPy to use vector processors in modern CPUs and array computations. Array computations are efficient because NumPy can loop through the entries in data properly by knowing the location in memory and the data type of the entries. NumPy can also link to established and highly optimized linear algebra libraries such as BLAS and LAPACK. As you can see, using the NumPy `ndarray` offers more efficient and fast computations over the native Python list. No wonder pandas and other Python libraries are built on top of NumPy. However, the infrastructure of the `ndarray` class must require all entries to be the same data type, something that a Python `list` class is not limited to." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": true, + "deletable": true, + "editable": true + }, + "source": [ + "## Hetereogeneous data types in pandas\n", + "\n", + "As mentioned earlier, the pandas `DataFrame` class can store hetereogeneous data; each column contains a `Series` object of a different data type. The `DataFrame` is stored as several blocks in memory, where each block contains the columns of the `DataFrame` that have the same data type. For example, a `DataFrame` with five columns comprised of two columns of floats, two columns of integers, and one Boolean column will be stored using three blocks. \n", + "\n", + "With the data of the `DataFrame` stored using blocks grouped by data, operations _within_ blocks are effcient, as described previously on why NumPy operations are fast. However, operations involving several blocks will not be efficient. Information on these blocks of a `DataFrame` object can be accessed using `._data`." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "BlockManager\n", + "Items: Index([u'Electoral Votes', u'Population', u'State', u'West of Mississippi'], dtype='object')\n", + "Axis 1: RangeIndex(start=0, stop=3, step=1)\n", + "FloatBlock: slice(1, 2, 1), 1 x 3, dtype: float64\n", + "IntBlock: slice(0, 1, 1), 1 x 3, dtype: int64\n", + "BoolBlock: slice(3, 4, 1), 1 x 3, dtype: bool\n", + "ObjectBlock: slice(2, 3, 1), 1 x 3, dtype: object" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df1._data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "The `DataFrame` class can allow columns with mixed data types. For these cases, the data type for the column is referred to as `object`. When the data type is `object`, the data is no longer stored in the NumPy `ndarray` format, but rather a continguous block of pointers where each pointer referrences a Python object. Thus, operations on a `DataFrame` involving `Series` of data type `object` will not be efficient.\n", + "\n", + "Strings are stored in pandas as Python `object` data type. This is because strings have variable memory size. In contrast, integers and floats have a fixed byte size. However, if a `DataFrame` has columns with categorial data, encoding the entries using integers will be more memory and computational efficient. For example, a column containing entries of \"small\", \"medium\", and \"large\" can be coverted to 0, 1, and 2 and the data type of that new column is now an integer." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The importance of understanding Numpy and pandas\n", + "\n", + "Through this article, we have seen \n", + "\n", + "- examples of usage of NumPy and pandas\n", + "- how memory is configured in NumPy\n", + "- how pandas relies on NumPy\n", + "- how pandas deals with hetereogeneous data types\n", + "\n", + "While knowing how NumPy and pandas work is not necessary to use these tools, knowing the working of these libraries and how they are related enables data scientists to effectively yield these tools. More effective use of these tools becomes more important for larger data sets and more complex analysis, where even a small improvement in terms of percentage translates to large time savings." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pandas_vs_PostgreSQL/README.md b/pandas_vs_PostgreSQL/README.md new file mode 100644 index 0000000..742c6d4 --- /dev/null +++ b/pandas_vs_PostgreSQL/README.md @@ -0,0 +1,17 @@ +# pandas vs. PostgreSQL +A benchmark comparing pandas and PostgreSQL for various table sizes and commands. + +## Getting Started +To run the benchmark, run `./run_script.sh`. The number of test replicates and size of the table/DataFrame can be adjusted in `run_script.sh`. The table/DataFrame are created from csv files. If these csv files do not exist, `run_script.sh` creates them by calling on `create_dataset.py`. + +### Prerequisites +Apart from having pandas and Postgre installed, you need the following Python packages. + +``` +contexttimer +numpy +psycopg2 +``` + +### The Benchmark +The benchmark is performed for following tasks: load csv, select column, filter, and group by and applying aggregate function. The results are stored as a separate JSON files for pandas and Postgre. The JSON file contains the results for each task and for each table size. A write-up of the results are found in the `analysis_writeup.ipynb` notebook. \ No newline at end of file diff --git a/pandas_vs_PostgreSQL/analysis_writeup.ipynb b/pandas_vs_PostgreSQL/analysis_writeup.ipynb new file mode 100644 index 0000000..793e0e9 --- /dev/null +++ b/pandas_vs_PostgreSQL/analysis_writeup.ipynb @@ -0,0 +1,88 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "# pandas vs PostgreSQL\n", + "\n", + "Working on large data science projects usually involves the user accessing, manipulating, and retrieving data on a server. Next, the work flow moves client-side where the user will apply more refined data analysis and processing, typically tasks not possible or too clumsy to be done on the server. SQL (Structured Query Language) is ubiquitous in industry and data scientists will have to use it in their work to access data on the server.\n", + "\n", + "The line between what data manipulation should be done server-side using SQL or on the client-side using a language like Python is not clear. Further, people who are either uncomfortable or dislike using SQL may be tempted to keep server-side manipulation to a minimum and reserve more of those actions on the client-side. With powerful and popular Python libraries for data wrangling and manipulation, the temptation to keep server-side processing to a minimum has increased.\n", + "\n", + "This article will compare the execution time for several typical data manipulation tasks such as join and group by using PostgreSQL and pandas. PostgreSQL, often shortened as Postgres, is an object-relational database management system. It is free and open-source and runs on all major operating systems. Pandas is a Python data manipulation library that offers data structures akin to Excel spreadsheets and SQL tables and functions for manipulating those data structures.\n", + "\n", + "The performance will be measured for both tools for the following actions:\n", + "\n", + "- select columns\n", + "- filter rows\n", + "- group by and aggregation\n", + "- load a large CSV\n", + "- join two tables\n", + "\n", + "How these tasks scale as a function of table size will be explored by running the analysis with datasets with ten to ten million rows. These datasets are stored as CSV files and have four columns; the entries of the first two columns are floats, the third are strings, while the last are integers representing a unique id. For joining two tables, a second dataset is used, having two columns, a unique integer id column and a column of floats.\n", + "\n", + "For each of the five tasks listed above, the benchmark will run one hundred replicates for each dataset size. The Postgre part of the benchmark was run with Python using psycopg2, a Postgre adapter for Python. Running Postgre directly showed no significant performance difference when using psycopg2, however, psycopg2 allows for easier scripting and better flexibility for running the benchmark. The computer used for this study runs Ubuntu 16.04, with 16 GB of RAM, and an 8 core process at 1.8 GHz. The code used for this benchmark can be found on [GitHub](https://github.com/xofbd/pandas_vs_PostgreSQL). The repository contains all the code to run the benchmark, the results as JSON files, and figures plotting the comparison of the two methods.\n", + "\n", + "It is important for data scientists to know the limitations of their tools and what approaches are optimal in terms of time. Although smaller projects will not benefit a lot of speed up, small percentage gains in more data intensive applications will translate into large absolute time savings." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "## Benchmark Results\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": true, + "deletable": true, + "editable": true + }, + "source": [ + "## Conclusions\n", + "\n", + "Overall, pandas outperformed Postgre, often running over ten times faster. The only cases when Postgre performed better were for filtering, group by and aggregation, and joining tasks but only for datasets with less than a thousand rows. Selecting columns was very efficient in pandas; the number of rows in the dataset had little effect on the execution time. In general, loading and joining were the tasks that took the longest, requiring times greater than a second for large datasets.\n", + "\n", + "One might take away from the benchmarking that pandas is far superior than Postgre but pandas does have its limitations and there is still a need for SQL. For pandas, the data is stored in memory and it will be difficult trying to load a CSV file greater than half of the memory of the system. For the ten-thousand row dataset, the file size was about 400 MB, but the dataset only had four columns. Datasets often contain hundreds of columns, resulting in file sizes on the order of 10 GB when the dataset has over a million rows.\n", + "\n", + "Postgre and pandas are ultimately different tools. Postgre and other SQL based languages were created to manage databases and offer users a convenient way to access and retrieve data, especially across multiple tables. The server running Postgre would have all the datasets stored as tables across the system, and it would be impractical for a user to transfer the required tables to their system and use pandas to perform tasks such as join, and group by client side. Pandas was created for data manipulation and its strength lies in complex data analysis operations. One should not view pandas and Postgre as competing entities but rather important tools making up the Data Science computational stack." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pandas_vs_PostgreSQL/benchmark_postgre_direct.sh b/pandas_vs_PostgreSQL/benchmark_postgre_direct.sh new file mode 100755 index 0000000..83de06a --- /dev/null +++ b/pandas_vs_PostgreSQL/benchmark_postgre_direct.sh @@ -0,0 +1,87 @@ +#!/bin/bash + +# runs postgre given query +run_psql () +{ + for var in "$@"; do + psql -U $USER -d $USER -c "$var" > /dev/null + done +} + +# runs benchmark for given task +run_test () +{ + +# create results file for specific row number csv +num_rows=$(echo $1 | grep -oP '(?<=_).*(?=_)') +results_file=time_results_$num_rows +touch $results_file + +# loop through each task +for task in load select filter groupby_agg; do + echo $task >> $results_file + echo "running "$task" for "$1" using postgre (direct)" + + case $task in + load) query1="DELETE FROM test_table;" + query2a="\COPY test_table FROM ""'"$1"'" + query2b=" WITH DELIMITER ',';" + query2=$query2a$query2b + ;; + select) query="SELECT section FROM test_table;" + ;; + filter) query="SELECT section FROM test_table WHERE section='A';" + ;; + groupby_agg) line1="SELECT AVG(score_1), MAX(score_2) " + line2="FROM test_table " + line3="GROUP BY section;" + query=$line1$line2$line3 + ;; + esac + + # repeat for N replicates + for i in $(seq 1 $2); do + if [ $task = "load" ]; then + T="$(date +%s%N)" + run_psql "$query1" "$query2" + T="$(($(date +%s%N)-T))" # T="$(($(date +%s%N)-T))" + echo $T >> $results_file + else + T="$(date +%s%N)" + run_psql "$query" + T="$(($(date +%s%N)-T))" + echo $T >> $results_file + fi + done +done +} + + +# initialize test_table +drop_tb="DROP TABLE IF EXISTS test_table;" +create_tb="CREATE TABLE test_table (score_1 float, score_2 float, section char(1));" +run_psql "$drop_tb" "$create_tb" + +# clean out parts directory +if [ -d parts ]; then + rm -rf parts/* +else + mkdir parts +fi + +# loop through each csv file +FILES=csv/*.csv +N=10 + +for f in $FILES; do + run_test $f $N +done + +# move results files +mv time_results* parts/ + +# format results +python format_results.py + +# clean up +rm -rf parts diff --git a/pandas_vs_PostgreSQL/benchmark_test.py b/pandas_vs_PostgreSQL/benchmark_test.py new file mode 100644 index 0000000..1439034 --- /dev/null +++ b/pandas_vs_PostgreSQL/benchmark_test.py @@ -0,0 +1,71 @@ +import re +from contexttimer import Timer +from pandas_tasks import PandasTasks +from postgre_tasks import PostgreTasks + + +def run_test(tool, csv_file_A, csv_file_B, N=10): + """Return dictionary of benchmark results and number of rows in the dataset. + + + Positional arguments: + tool: tool to use for benchmark (pandas or postgre) + csv_file_A: csv file name to use for DataFrame/table A + csv_file_B: csv file name to use for DataFrame/table B + + Keyword arguments: + N: number of test replicates + """ + + # define tool to use + if tool.lower() == 'pandas': + tool_task = PandasTasks(csv_file_A, csv_file_B) + elif tool.lower() == 'postgre' or tool.lower() == 'postgresql': + tool_task = PostgreTasks(csv_file_A, csv_file_B) + else: + raise ValueError("tool must either be pandas or postgre") + + # loop through each task + tasks = ('load', 'select', 'filter', 'groupby_agg', 'join') + benchmark_dict = {} + num_rows = int(re.findall(r'\d+', csv_file_A)[0]) + + for task in tasks: + print "running " + task + " for " + str(num_rows) + " rows using " + tool + task_time = [] + + for _ in xrange(N): + with Timer() as t: + getattr(tool_task, task)() + task_time.append(t.elapsed) + + benchmark_dict[task] = task_time + + tool_task.clean_up() + + return benchmark_dict, num_rows + +if __name__ == '__main__': + import json + import os + import sys + + tool = sys.argv[1].lower() + num_reps = int(sys.argv[2]) + + # get csv files names + files_A = os.listdir('csv/A') + files_B = os.listdir('csv/B') + files_A.sort() + files_B.sort() + + result_dict = {} + + for f_A, f_B in zip(files_A, files_B): + results, row = run_test( + tool, 'csv/A/' + f_A, 'csv/B/' + f_B, N=num_reps) + result_dict[str(row)] = results + + # dump dictionary to json + with open('results/' + tool + '_benchmark.json', 'w') as f: + json.dump(result_dict, f) diff --git a/pandas_vs_PostgreSQL/create_dataset.py b/pandas_vs_PostgreSQL/create_dataset.py new file mode 100644 index 0000000..1952fc5 --- /dev/null +++ b/pandas_vs_PostgreSQL/create_dataset.py @@ -0,0 +1,29 @@ +import numpy as np +import pandas as pd + + +def create_csv(n=1000): + seed = np.random.seed(1) + + # generate random dataset + columns = ('id', 'section', 'score_1', 'score_2') + labels = ('A', 'B', 'C', 'D') + + id = np.random.choice(range(n), n, replace=False) + section = np.random.choice(labels, n) + score_1 = np.random.rand(n) + score_2 = np.random.rand(n) + score_3 = np.random.rand(n) + + # create and dump DataFrame to csv + df_A = pd.DataFrame(dict(zip(columns, (id, section, score_1, score_2)))) + df_B = pd.DataFrame(dict(zip(('id', 'score_3'), (id, score_3)))) + df_A.to_csv('csv/A/test_A_' + str(n) + + '_rows.csv', index=False, header=False) + df_B.to_csv('csv/B/test_B_' + str(n) + + '_rows.csv', index=False, header=False) + +if __name__ == '__main__': + import sys + + create_csv(int(sys.argv[1])) diff --git a/pandas_vs_PostgreSQL/figures/filter_results_plot.png b/pandas_vs_PostgreSQL/figures/filter_results_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..fe5ba2886f66018f3776cc53191b1cfc63c8df7e GIT binary patch literal 166521 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1Steve Hayes69
2Cecilia Richards91
3Dorothy Harris53
4Jordan Davis76
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" + ], + "text/plain": [ + " Student Name Exam 1 Score Exam 2 Score\n", + "0 Edwin Duncan 83 33\n", + "1 Steve Hayes 69 42\n", + "2 Cecilia Richards 91 73\n", + "3 Dorothy Harris 53 75\n", + "4 Jordan Davis 76 81" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# apply \"Vlookup\" in padas\n", + "exam_scores = exam_one.merge(exam_two, on='Student Name')\n", + "exam_scores.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "## Pivot Tables\n", + "\n", + "Pivot tables are another useful tool in Excel. It allows users to perform data aggregation; a new table is created that is a summary based on grouping of certain selected columns. Pivot tables can also be used to filter out rows from a table. In pandas, we can easily filter out rows from our `DatFrame` by using Boolean logic. For this example, we would like to determine the student's name that belong to section \"A\". This is done in pandas by first creating an array of True/False values. This array corresponds to which rows met the condition. We then use the resulting Boolean array to only call rows that meet our condition." + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Student Name Section\n", + "0 Cecilia Richards A\n", + "3 Steve Hayes A" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "IX = sections['Section'] == 'A' # Boolean (True/False) indices or rows that met our filtering criteria\n", + "sections[IX] # use the Boolean indices to access rows" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For our example, we would like to calculate the mean score for each exam based on each section. There are two methods to peform pivot tables in pandas, using `pivot_table` or `group_by` method. Using the `pivot_table` method, the syntax is" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Exam 2 Score Exam 1 Score \n", + " max min max mean\n", + "Section \n", + "A 73 42 91 80.0\n", + "B 81 75 76 64.5\n", + "C 33 33 83 83.0" + ] + }, + "execution_count": 97, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "student_data.groupby('Section').agg({'Exam 1 Score':['max', 'mean'], 'Exam 2 Score': ['max', 'min']})" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From bad8a3dec4894c7971c120a9250e42673f3a34ab Mon Sep 17 00:00:00 2001 From: xofbd Date: Tue, 24 Oct 2017 19:39:20 +0000 Subject: [PATCH 2/8] add suggestions from reviewer --- pandas_vs_excel/pandas_vs_excel.ipynb | 28 +++++++++++++++++---------- 1 file changed, 18 insertions(+), 10 deletions(-) diff --git a/pandas_vs_excel/pandas_vs_excel.ipynb b/pandas_vs_excel/pandas_vs_excel.ipynb index 3c3a608..55cb793 100644 --- a/pandas_vs_excel/pandas_vs_excel.ipynb +++ b/pandas_vs_excel/pandas_vs_excel.ipynb @@ -9,11 +9,11 @@ "source": [ "# Pandas and Excel\n", "\n", - "Microsoft Excel is a spreadsheet software, containing data in tabular form. Entries of the data are located in cells, with numbered rows and letter labeled columns. Excel is wide spread across industries and has been around for over thirty years. It is often people's first introduction to data analysis. \n", + "Microsoft Excel is a spreadsheet software, containing data in tabular form. Entries of the data are located in cells, with numbered rows and letter labeled columns. Excel is widespread across industries and has been around for over thirty years. It is often people's first introduction to data analysis. \n", "\n", "Most users feel at home using a GUI to operate Excel and no programming is necessary for the most commonly used features. The data is presented right in front of the user and it is easy to scroll around through the spreadsheet. Making plots from the data only involves highlighting cells in the spreadsheet and clicking a few buttons.\n", "\n", - "There are various short comings with Excel. It is closed source and not free. There are free open-source alternatives like OpenOffice and LibreOffice suites, but there might be compatibility issues between file formats, especially for complex spreadsheets. Excel becomes unstable for files reaching 500 MB, being unresponsiveness and crashing for large files, hindering productivity. Collaborations can become difficult because it is hard to inspect the spreadsheet and understand how certain values are calculated/populated. It is difficult to understand the user's thought process and work flow for the analysis.\n", + "There are various shortcomings with Excel. It is closed source and not free. There are free open-source alternatives like OpenOffice and LibreOffice suites, but there might be compatibility issues between file formats, especially for complex spreadsheets. Excel becomes unstable for files reaching 500 MB, being unresponsiveness and crashing for large files, hindering productivity. Collaborations can become difficult because it is hard to inspect the spreadsheet and understand how certain values are calculated/populated. It is difficult to understand the user's thought process and work flow for the analysis.\n", "\n", "The functionality of the spreadsheet is sensitive to the layout and moving entries around can have disastrous effects. Tasks like data cleaning, munging, treating different data types, and handling missing data often are difficult and require manual manipulation. Further, the user is limited to the built-in functionality of the program. In short, Excel is great for certain tasks but becomes unwieldy and inefficient as the tasks become more complicated.\n", "\n", @@ -31,7 +31,7 @@ "source": [ "## Quick Introduction to pandas\n", "\n", - "The equivalent to an Excel spreadsheet in pandas is the `DataFrame` class. It looks like a spreadsheet, with rows, columns, and indices. For this article, we will exam a case of three spreadsheets, with the first two containing information on a student's exam score for a particular exam and the final spreadsheet has information on which section the students belongs. These `DataFrames` are loaded into memory from CSV using the `read_csv` function." + "The equivalent to an Excel spreadsheet in pandas is the `DataFrame` class. It looks like a spreadsheet, with rows, columns, and indices. Let us consider three spreadsheets, the first two containing each student's grade on an exam and the third has information on which section the students belong. These `DataFrames` are loaded into memory from CSV files using the `read_csv` function." ] }, { @@ -277,14 +277,16 @@ "source": [ "## Pivot Tables\n", "\n", - "Pivot tables are another useful tool in Excel. It allows users to perform data aggregation; a new table is created that is a summary based on grouping of certain selected columns. Pivot tables can also be used to filter out rows from a table. In pandas, we can easily filter out rows from our `DatFrame` by using Boolean logic. For this example, we would like to determine the student's name that belong to section \"A\". This is done in pandas by first creating an array of True/False values. This array corresponds to which rows met the condition. We then use the resulting Boolean array to only call rows that meet our condition." + "Pivot tables are used to aggregate and filter data and are a useful tool for data analysis in Excel. We can group data by certain values in a given column and filter out rows. In pandas, we can easily filter out rows from our `DatFrame` by using Boolean logic. For this example, we would like to determine the student's name that belong to section \"A\". This is done in pandas by first creating an array of True/False values. This array corresponds to which rows met the condition. We then use the resulting Boolean array to only call rows that meet our condition." ] }, { "cell_type": "code", "execution_count": 82, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { @@ -345,9 +347,12 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "deletable": true, + "editable": true + }, "source": [ - "For our example, we would like to calculate the mean score for each exam based on each section. There are two methods to peform pivot tables in pandas, using `pivot_table` or `group_by` method. Using the `pivot_table` method, the syntax is" + "For each section, we would like to calculate the mean score for each exam. We can create pivot tables in pandas by using either the `pivot_table` or `group_by` method. Using the `pivot_table` method, the syntax is" ] }, { @@ -437,7 +442,7 @@ "editable": true }, "source": [ - "In the above code, the new index was the former `Section` column and the `aggfunc` is the operation we want to perform. An alternate approach is to utilize the `groupby` method, akin to the `GROUP BY` statement in SQL." + "In the above code, the new index corresponds to the former `Section` column and the `aggfunc` is the operation we want to perform. An alternate approach is to utilize the `groupby` method, akin to the `GROUP BY` statement in SQL." ] }, { @@ -518,9 +523,12 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "deletable": true, + "editable": true + }, "source": [ - "In the above code, after we applied `groupby`, we then used the `agg` method and passed a Python dictionary. The keys of the dictionary are the columns to apply the aggregation and the values are the actual aggregation function. If wanted to apply different or more than one aggregation functions for each column, we can pass a dictionary but with the Python lists as the values for the keys." + "In the above code, after we applied `groupby`, we then used the `agg` method and passed a Python dictionary. The keys of the dictionary are the column names to apply the aggregation and the values are the actual aggregation function. If we want to apply different or more than one aggregation function to each column, we can pass a dictionary whose values consist of lists of aggregation functions." ] }, { From 41773ad3eec9d65cc17f82a7940264ebe1876a3a Mon Sep 17 00:00:00 2001 From: xofbd Date: Thu, 26 Oct 2017 14:49:08 +0000 Subject: [PATCH 3/8] add minor text changes --- pandas_vs_excel/pandas_vs_excel.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/pandas_vs_excel/pandas_vs_excel.ipynb b/pandas_vs_excel/pandas_vs_excel.ipynb index 55cb793..de6277b 100644 --- a/pandas_vs_excel/pandas_vs_excel.ipynb +++ b/pandas_vs_excel/pandas_vs_excel.ipynb @@ -13,11 +13,11 @@ "\n", "Most users feel at home using a GUI to operate Excel and no programming is necessary for the most commonly used features. The data is presented right in front of the user and it is easy to scroll around through the spreadsheet. Making plots from the data only involves highlighting cells in the spreadsheet and clicking a few buttons.\n", "\n", - "There are various shortcomings with Excel. It is closed source and not free. There are free open-source alternatives like OpenOffice and LibreOffice suites, but there might be compatibility issues between file formats, especially for complex spreadsheets. Excel becomes unstable for files reaching 500 MB, being unresponsiveness and crashing for large files, hindering productivity. Collaborations can become difficult because it is hard to inspect the spreadsheet and understand how certain values are calculated/populated. It is difficult to understand the user's thought process and work flow for the analysis.\n", + "There are various shortcomings with Excel. It is closed source and not free. There are free open-source alternatives like OpenOffice and LibreOffice suites, but there might be compatibility issues between file formats, especially for complex spreadsheets. Excel becomes unstable for files reaching 500 MB, being unresponsive and crashing for large files, hindering productivity. Collaborations can become difficult because it is hard to inspect the spreadsheet and understand how certain values are calculated/populated. It is difficult to understand the user's thought process and work flow for the analysis.\n", "\n", - "The functionality of the spreadsheet is sensitive to the layout and moving entries around can have disastrous effects. Tasks like data cleaning, munging, treating different data types, and handling missing data often are difficult and require manual manipulation. Further, the user is limited to the built-in functionality of the program. In short, Excel is great for certain tasks but becomes unwieldy and inefficient as the tasks become more complicated.\n", + "The functionality of the spreadsheet is sensitive to the layout and moving entries around can have disastrous effects. Tasks like data cleaning, munging, treating different data types, and handling missing data are often difficult and require manual manipulation. Further, the user is limited to the built-in functionality of the program. In short, Excel is great for certain tasks but becomes unwieldy and inefficient as the tasks become more complicated.\n", "\n", - "The Python library pandas is a great alternative to Excel, providing much of the same functionality and more. Pandas is great for data manipulation, cleaning, analysis, and exploration. Additionally, these tasks can be easily automated and reapplied to different datasets. It is built on top of the NumPy Python library which offers fast and efficient numerical computations. Unlike Excel, it is open-source and free.\n", + "The Python library pandas is a great alternative to Excel, providing much of the same functionality and more. Pandas is great for data manipulation, cleaning, analysis, and exploration. Additionally, these tasks can be easily automated and reapplied to different datasets. It is built on top of Python's NumPy library which offers fast and efficient numerical computations. Unlike Excel, it is open-source and free.\n", "\n", "Some people may be intimidated to use Python and pandas because they will have to move away from the point-and-click GUI approach of Excel. Knowing pandas is a great introduction to more powerful and complex data analysis. This article explores how do to some common Excel tasks in pandas, helping people get their feet wet with one of the most powerful Python libraries for data science." ] From 384e682076fe3ceb384cdfef124b0d793993e9de Mon Sep 17 00:00:00 2001 From: xofbd Date: Thu, 26 Oct 2017 20:24:20 +0000 Subject: [PATCH 4/8] add text on groupby and apply --- numpy_and_pandas/numpy_and_pandas.ipynb | 236 ++++++++++++++++++++---- 1 file changed, 203 insertions(+), 33 deletions(-) diff --git a/numpy_and_pandas/numpy_and_pandas.ipynb b/numpy_and_pandas/numpy_and_pandas.ipynb index 555ec06..52e67c3 100644 --- a/numpy_and_pandas/numpy_and_pandas.ipynb +++ b/numpy_and_pandas/numpy_and_pandas.ipynb @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 23, "metadata": { "collapsed": false, "deletable": true, @@ -26,10 +26,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[ 0.98858628 0.94989469]\n", - " [ 0.98904188 0.69841372]\n", - " [ 0.95241529 0.96861659]\n", - " [ 0.8404642 0.9999981 ]]\n", + "[[ 0.95819067 0.60474588]\n", + " [ 0.78863282 0.95135038]\n", + " [ 0.82418621 0.93289855]\n", + " [ 0.67706351 0.83420891]]\n", "\n", " The dimension of y is (4, 2)\n" ] @@ -57,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 24, "metadata": { "collapsed": false, "deletable": true, @@ -68,10 +68,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ 0.90587922 0.75258426]\n", - "[ 0.75258426 0.99840148 0.56218432 0.74143118]\n", - "0.562184315047\n", - "[[ 0.98638747 0.99840148]]\n" + "[ 0.95819067 0.60474588]\n", + "[ 0.60474588 0.95135038 0.93289855 0.83420891]\n", + "0.932898546321\n", + "[[ 0.78863282 0.95135038]]\n" ] } ], @@ -101,7 +101,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 25, "metadata": { "collapsed": false, "deletable": true, @@ -168,7 +168,7 @@ "2 5 1910000.0 Nebraska True" ] }, - "execution_count": 32, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -205,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 26, "metadata": { "collapsed": false, "deletable": true, @@ -236,7 +236,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 27, "metadata": { "collapsed": false, "deletable": true, @@ -271,7 +271,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 28, "metadata": { "collapsed": false, "deletable": true, @@ -336,7 +336,7 @@ "3 -0.145500 -0.653644" ] }, - "execution_count": 11, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -347,6 +347,179 @@ "df2.head()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Pandas was built to ease data analysis and manipulation. Two import pandas methods are `groupby` and `apply`. The `groupby` method groups the `DataFrame` by values of a certain column and applies some aggregating function on the resulting groups. For example, if we want to determine the maximum population for states grouped by if they are either west or east of the Mississippi river, the syntax is" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Electoral Votes Population State West of Mississippi \\\n", + "0 38 27860000.0 Texas True \n", + "1 3 1060000.0 Rhode Island False \n", + "2 5 1910000.0 Nebraska True \n", + "\n", + " More than a Million \n", + "0 True \n", + "1 False \n", + "2 False " + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "more_than_two_million = df1['Population'].apply(lambda x: x > 2E6) # create Series object of Boolean values\n", + "df1['More than a Million'] = more_than_two_million # append Series object to our original DataFrame\n", + "df1.head()" + ] + }, { "cell_type": "markdown", "metadata": { @@ -354,12 +527,12 @@ "editable": true }, "source": [ - "Accessing columns is inuitive, and returns the pandas `Series` class." + "Accessing columns is inuitive, and returns a pandas `Series` object." ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 31, "metadata": { "collapsed": false, "deletable": true, @@ -390,7 +563,7 @@ "editable": true }, "source": [ - "A `DataFrame` is composed of multiple `Series`. The `DataFrame` class resembles a collection of NumPy arrays but with labeled axes and mixed data types across the columns. In fact, `Series` is subclass of NumPy's `ndarray`." + "A `DataFrame` is composed of multiple `Series`. The `DataFrame` class resembles a collection of NumPy arrays but with labeled axes and mixed data types across the columns. In fact, `Series` is subclass of NumPy's `ndarray`. While you can achieve the same results of certain pandas methods using NumPy, the result would require more lines of code. Pandas expands on NumPy by providing easy to use methods for data analysis to operate on the `DataFrame` and `Series` classes, which are built on NumPy's powerful `ndarray` class." ] }, { @@ -452,7 +625,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 32, "metadata": { "collapsed": false, "deletable": true, @@ -463,15 +636,18 @@ "data": { "text/plain": [ "BlockManager\n", - "Items: Index([u'Electoral Votes', u'Population', u'State', u'West of Mississippi'], dtype='object')\n", + "Items: Index([u'Electoral Votes', u'Population', u'State', u'West of Mississippi',\n", + " u'More than a Million'],\n", + " dtype='object')\n", "Axis 1: RangeIndex(start=0, stop=3, step=1)\n", "FloatBlock: slice(1, 2, 1), 1 x 3, dtype: float64\n", "IntBlock: slice(0, 1, 1), 1 x 3, dtype: int64\n", "BoolBlock: slice(3, 4, 1), 1 x 3, dtype: bool\n", - "ObjectBlock: slice(2, 3, 1), 1 x 3, dtype: object" + "ObjectBlock: slice(2, 3, 1), 1 x 3, dtype: object\n", + "BoolBlock: slice(4, 5, 1), 1 x 3, dtype: bool" ] }, - "execution_count": 14, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -494,7 +670,10 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "deletable": true, + "editable": true + }, "source": [ "## The importance of understanding Numpy and pandas\n", "\n", @@ -507,15 +686,6 @@ "\n", "While knowing how NumPy and pandas work is not necessary to use these tools, knowing the working of these libraries and how they are related enables data scientists to effectively yield these tools. More effective use of these tools becomes more important for larger data sets and more complex analysis, where even a small improvement in terms of percentage translates to large time savings." ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [] } ], "metadata": { From fede2395326dc2cccf84ecb93d00ed1e3444fab5 Mon Sep 17 00:00:00 2001 From: xofbd Date: Tue, 31 Oct 2017 15:05:18 +0000 Subject: [PATCH 5/8] add concluding remarks --- pandas_vs_excel/pandas_vs_excel.ipynb | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/pandas_vs_excel/pandas_vs_excel.ipynb b/pandas_vs_excel/pandas_vs_excel.ipynb index de6277b..13d8601 100644 --- a/pandas_vs_excel/pandas_vs_excel.ipynb +++ b/pandas_vs_excel/pandas_vs_excel.ipynb @@ -622,6 +622,15 @@ "source": [ "student_data.groupby('Section').agg({'Exam 1 Score':['max', 'mean'], 'Exam 2 Score': ['max', 'min']})" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Concluding Remarks\n", + "\n", + "Pandas provides the powerful `DataFrame` class, of which Excel users will recognize as resembling and behaving similiarly to an Excel spreadsheet. Through the `DataFrame` class, one can perform operations equivalent to Excel's Vlookup and pivot tables. One of the barriers of learning a new tool is knowing how to perform operations one was accustomed to with the old tool. This article shows pandas' syntax, illustrating how pandas works and easing one's transition from Excel. Learning pandas is a good start in familiarizing oneself with the toolkit of a data scientist." + ] } ], "metadata": { From 7b71a52431adf831ed266b4db1c7329d6cd35d0c Mon Sep 17 00:00:00 2001 From: xofbd Date: Tue, 31 Oct 2017 15:07:48 +0000 Subject: [PATCH 6/8] fix typo --- pandas_vs_excel/pandas_vs_excel.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pandas_vs_excel/pandas_vs_excel.ipynb b/pandas_vs_excel/pandas_vs_excel.ipynb index 13d8601..d1b7de6 100644 --- a/pandas_vs_excel/pandas_vs_excel.ipynb +++ b/pandas_vs_excel/pandas_vs_excel.ipynb @@ -629,7 +629,7 @@ "source": [ "## Concluding Remarks\n", "\n", - "Pandas provides the powerful `DataFrame` class, of which Excel users will recognize as resembling and behaving similiarly to an Excel spreadsheet. Through the `DataFrame` class, one can perform operations equivalent to Excel's Vlookup and pivot tables. One of the barriers of learning a new tool is knowing how to perform operations one was accustomed to with the old tool. This article shows pandas' syntax, illustrating how pandas works and easing one's transition from Excel. Learning pandas is a good start in familiarizing oneself with the toolkit of a data scientist." + "Pandas provides the powerful `DataFrame` class, of which Excel users will recognize as resembling and behaving similarly to an Excel spreadsheet. Through the `DataFrame` class, one can perform operations equivalent to Excel's Vlookup and pivot tables. One of the barriers of learning a new tool is knowing how to perform operations one was accustomed to with the old tool. This article shows pandas' syntax, illustrating how pandas works and easing one's transition from Excel. Learning pandas is a good start in familiarizing oneself with the toolkit of a data scientist." ] } ], From d1c55830427a6f0aeef57d4e79e4a811648f39f0 Mon Sep 17 00:00:00 2001 From: xofbd Date: Wed, 1 Nov 2017 22:51:22 +0000 Subject: [PATCH 7/8] remove old pandas_vs_PostgreSQL directory --- pandas_vs_PostgreSQL/README.md | 17 ---- pandas_vs_PostgreSQL/analysis_writeup.ipynb | 88 ------------------ .../benchmark_postgre_direct.sh | 87 ----------------- pandas_vs_PostgreSQL/benchmark_test.py | 71 -------------- pandas_vs_PostgreSQL/create_dataset.py | 29 ------ .../figures/filter_results_plot.png | Bin 166521 -> 0 bytes .../figures/groupby_agg_results_plot.png | Bin 182130 -> 0 bytes .../figures/join_results_plot.png | Bin 168115 -> 0 bytes .../figures/load_results_plot.png | Bin 167919 -> 0 bytes .../figures/select_results_plot.png | Bin 164463 -> 0 bytes pandas_vs_PostgreSQL/format_results.py | 40 -------- pandas_vs_PostgreSQL/pandas_tasks.py | 37 -------- pandas_vs_PostgreSQL/postgre_tasks.py | 78 ---------------- .../results/pandas_benchmark.json | 1 - .../results/postgre_benchmark.json | 1 - pandas_vs_PostgreSQL/run_script.sh | 25 ----- pandas_vs_PostgreSQL/save_plots.py | 62 ------------ 17 files changed, 536 deletions(-) delete mode 100644 pandas_vs_PostgreSQL/README.md delete mode 100644 pandas_vs_PostgreSQL/analysis_writeup.ipynb delete mode 100755 pandas_vs_PostgreSQL/benchmark_postgre_direct.sh delete mode 100644 pandas_vs_PostgreSQL/benchmark_test.py delete mode 100644 pandas_vs_PostgreSQL/create_dataset.py delete mode 100644 pandas_vs_PostgreSQL/figures/filter_results_plot.png delete mode 100644 pandas_vs_PostgreSQL/figures/groupby_agg_results_plot.png delete mode 100644 pandas_vs_PostgreSQL/figures/join_results_plot.png delete mode 100644 pandas_vs_PostgreSQL/figures/load_results_plot.png delete mode 100644 pandas_vs_PostgreSQL/figures/select_results_plot.png delete mode 100644 pandas_vs_PostgreSQL/format_results.py delete mode 100644 pandas_vs_PostgreSQL/pandas_tasks.py delete mode 100644 pandas_vs_PostgreSQL/postgre_tasks.py delete mode 100644 pandas_vs_PostgreSQL/results/pandas_benchmark.json delete mode 100644 pandas_vs_PostgreSQL/results/postgre_benchmark.json delete mode 100755 pandas_vs_PostgreSQL/run_script.sh delete mode 100644 pandas_vs_PostgreSQL/save_plots.py diff --git a/pandas_vs_PostgreSQL/README.md b/pandas_vs_PostgreSQL/README.md deleted file mode 100644 index 742c6d4..0000000 --- a/pandas_vs_PostgreSQL/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# pandas vs. PostgreSQL -A benchmark comparing pandas and PostgreSQL for various table sizes and commands. - -## Getting Started -To run the benchmark, run `./run_script.sh`. The number of test replicates and size of the table/DataFrame can be adjusted in `run_script.sh`. The table/DataFrame are created from csv files. If these csv files do not exist, `run_script.sh` creates them by calling on `create_dataset.py`. - -### Prerequisites -Apart from having pandas and Postgre installed, you need the following Python packages. - -``` -contexttimer -numpy -psycopg2 -``` - -### The Benchmark -The benchmark is performed for following tasks: load csv, select column, filter, and group by and applying aggregate function. The results are stored as a separate JSON files for pandas and Postgre. The JSON file contains the results for each task and for each table size. A write-up of the results are found in the `analysis_writeup.ipynb` notebook. \ No newline at end of file diff --git a/pandas_vs_PostgreSQL/analysis_writeup.ipynb b/pandas_vs_PostgreSQL/analysis_writeup.ipynb deleted file mode 100644 index 793e0e9..0000000 --- a/pandas_vs_PostgreSQL/analysis_writeup.ipynb +++ /dev/null @@ -1,88 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, - "source": [ - "# pandas vs PostgreSQL\n", - "\n", - "Working on large data science projects usually involves the user accessing, manipulating, and retrieving data on a server. Next, the work flow moves client-side where the user will apply more refined data analysis and processing, typically tasks not possible or too clumsy to be done on the server. SQL (Structured Query Language) is ubiquitous in industry and data scientists will have to use it in their work to access data on the server.\n", - "\n", - "The line between what data manipulation should be done server-side using SQL or on the client-side using a language like Python is not clear. Further, people who are either uncomfortable or dislike using SQL may be tempted to keep server-side manipulation to a minimum and reserve more of those actions on the client-side. With powerful and popular Python libraries for data wrangling and manipulation, the temptation to keep server-side processing to a minimum has increased.\n", - "\n", - "This article will compare the execution time for several typical data manipulation tasks such as join and group by using PostgreSQL and pandas. PostgreSQL, often shortened as Postgres, is an object-relational database management system. It is free and open-source and runs on all major operating systems. Pandas is a Python data manipulation library that offers data structures akin to Excel spreadsheets and SQL tables and functions for manipulating those data structures.\n", - "\n", - "The performance will be measured for both tools for the following actions:\n", - "\n", - "- select columns\n", - "- filter rows\n", - "- group by and aggregation\n", - "- load a large CSV\n", - "- join two tables\n", - "\n", - "How these tasks scale as a function of table size will be explored by running the analysis with datasets with ten to ten million rows. These datasets are stored as CSV files and have four columns; the entries of the first two columns are floats, the third are strings, while the last are integers representing a unique id. For joining two tables, a second dataset is used, having two columns, a unique integer id column and a column of floats.\n", - "\n", - "For each of the five tasks listed above, the benchmark will run one hundred replicates for each dataset size. The Postgre part of the benchmark was run with Python using psycopg2, a Postgre adapter for Python. Running Postgre directly showed no significant performance difference when using psycopg2, however, psycopg2 allows for easier scripting and better flexibility for running the benchmark. The computer used for this study runs Ubuntu 16.04, with 16 GB of RAM, and an 8 core process at 1.8 GHz. The code used for this benchmark can be found on [GitHub](https://github.com/xofbd/pandas_vs_PostgreSQL). The repository contains all the code to run the benchmark, the results as JSON files, and figures plotting the comparison of the two methods.\n", - "\n", - "It is important for data scientists to know the limitations of their tools and what approaches are optimal in terms of time. Although smaller projects will not benefit a lot of speed up, small percentage gains in more data intensive applications will translate into large absolute time savings." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, - "source": [ - "## Benchmark Results\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, - "source": [ - "## Conclusions\n", - "\n", - "Overall, pandas outperformed Postgre, often running over ten times faster. The only cases when Postgre performed better were for filtering, group by and aggregation, and joining tasks but only for datasets with less than a thousand rows. Selecting columns was very efficient in pandas; the number of rows in the dataset had little effect on the execution time. In general, loading and joining were the tasks that took the longest, requiring times greater than a second for large datasets.\n", - "\n", - "One might take away from the benchmarking that pandas is far superior than Postgre but pandas does have its limitations and there is still a need for SQL. For pandas, the data is stored in memory and it will be difficult trying to load a CSV file greater than half of the memory of the system. For the ten-thousand row dataset, the file size was about 400 MB, but the dataset only had four columns. Datasets often contain hundreds of columns, resulting in file sizes on the order of 10 GB when the dataset has over a million rows.\n", - "\n", - "Postgre and pandas are ultimately different tools. Postgre and other SQL based languages were created to manage databases and offer users a convenient way to access and retrieve data, especially across multiple tables. The server running Postgre would have all the datasets stored as tables across the system, and it would be impractical for a user to transfer the required tables to their system and use pandas to perform tasks such as join, and group by client side. Pandas was created for data manipulation and its strength lies in complex data analysis operations. One should not view pandas and Postgre as competing entities but rather important tools making up the Data Science computational stack." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/pandas_vs_PostgreSQL/benchmark_postgre_direct.sh b/pandas_vs_PostgreSQL/benchmark_postgre_direct.sh deleted file mode 100755 index 83de06a..0000000 --- a/pandas_vs_PostgreSQL/benchmark_postgre_direct.sh +++ /dev/null @@ -1,87 +0,0 @@ -#!/bin/bash - -# runs postgre given query -run_psql () -{ - for var in "$@"; do - psql -U $USER -d $USER -c "$var" > /dev/null - done -} - -# runs benchmark for given task -run_test () -{ - -# create results file for specific row number csv -num_rows=$(echo $1 | grep -oP '(?<=_).*(?=_)') -results_file=time_results_$num_rows -touch $results_file - -# loop through each task -for task in load select filter groupby_agg; do - echo $task >> $results_file - echo "running "$task" for "$1" using postgre (direct)" - - case $task in - load) query1="DELETE FROM test_table;" - query2a="\COPY test_table FROM ""'"$1"'" - query2b=" WITH DELIMITER ',';" - query2=$query2a$query2b - ;; - select) query="SELECT section FROM test_table;" - ;; - filter) query="SELECT section FROM test_table WHERE section='A';" - ;; - groupby_agg) line1="SELECT AVG(score_1), MAX(score_2) " - line2="FROM test_table " - line3="GROUP BY section;" - query=$line1$line2$line3 - ;; - esac - - # repeat for N replicates - for i in $(seq 1 $2); do - if [ $task = "load" ]; then - T="$(date +%s%N)" - run_psql "$query1" "$query2" - T="$(($(date +%s%N)-T))" # T="$(($(date +%s%N)-T))" - echo $T >> $results_file - else - T="$(date +%s%N)" - run_psql "$query" - T="$(($(date +%s%N)-T))" - echo $T >> $results_file - fi - done -done -} - - -# initialize test_table -drop_tb="DROP TABLE IF EXISTS test_table;" -create_tb="CREATE TABLE test_table (score_1 float, score_2 float, section char(1));" -run_psql "$drop_tb" "$create_tb" - -# clean out parts directory -if [ -d parts ]; then - rm -rf parts/* -else - mkdir parts -fi - -# loop through each csv file -FILES=csv/*.csv -N=10 - -for f in $FILES; do - run_test $f $N -done - -# move results files -mv time_results* parts/ - -# format results -python format_results.py - -# clean up -rm -rf parts diff --git a/pandas_vs_PostgreSQL/benchmark_test.py b/pandas_vs_PostgreSQL/benchmark_test.py deleted file mode 100644 index 1439034..0000000 --- a/pandas_vs_PostgreSQL/benchmark_test.py +++ /dev/null @@ -1,71 +0,0 @@ -import re -from contexttimer import Timer -from pandas_tasks import PandasTasks -from postgre_tasks import PostgreTasks - - -def run_test(tool, csv_file_A, csv_file_B, N=10): - """Return dictionary of benchmark results and number of rows in the dataset. - - - Positional arguments: - tool: tool to use for benchmark (pandas or postgre) - csv_file_A: csv file name to use for DataFrame/table A - csv_file_B: csv file name to use for DataFrame/table B - - Keyword arguments: - N: number of test replicates - """ - - # define tool to use - if tool.lower() == 'pandas': - tool_task = PandasTasks(csv_file_A, csv_file_B) - elif tool.lower() == 'postgre' or tool.lower() == 'postgresql': - tool_task = PostgreTasks(csv_file_A, csv_file_B) - else: - raise ValueError("tool must either be pandas or postgre") - - # loop through each task - tasks = ('load', 'select', 'filter', 'groupby_agg', 'join') - benchmark_dict = {} - num_rows = int(re.findall(r'\d+', csv_file_A)[0]) - - for task in tasks: - print "running " + task + " for " + str(num_rows) + " rows using " + tool - task_time = [] - - for _ in xrange(N): - with Timer() as t: - getattr(tool_task, task)() - task_time.append(t.elapsed) - - benchmark_dict[task] = task_time - - tool_task.clean_up() - - return benchmark_dict, num_rows - -if __name__ == '__main__': - import json - import os - import sys - - tool = sys.argv[1].lower() - num_reps = int(sys.argv[2]) - - # get csv files names - files_A = os.listdir('csv/A') - files_B = os.listdir('csv/B') - files_A.sort() - files_B.sort() - - result_dict = {} - - for f_A, f_B in zip(files_A, files_B): - results, row = run_test( - tool, 'csv/A/' + f_A, 'csv/B/' + f_B, N=num_reps) - result_dict[str(row)] = results - - # dump dictionary to json - with open('results/' + tool + '_benchmark.json', 'w') as f: - json.dump(result_dict, f) diff --git a/pandas_vs_PostgreSQL/create_dataset.py b/pandas_vs_PostgreSQL/create_dataset.py deleted file mode 100644 index 1952fc5..0000000 --- a/pandas_vs_PostgreSQL/create_dataset.py +++ /dev/null @@ -1,29 +0,0 @@ -import numpy as np -import pandas as pd - - -def create_csv(n=1000): - seed = np.random.seed(1) - - # generate random dataset - columns = ('id', 'section', 'score_1', 'score_2') - labels = ('A', 'B', 'C', 'D') - - id = np.random.choice(range(n), n, replace=False) - section = np.random.choice(labels, n) - score_1 = np.random.rand(n) - score_2 = np.random.rand(n) - score_3 = np.random.rand(n) - - # create and dump DataFrame to csv - df_A = pd.DataFrame(dict(zip(columns, (id, section, score_1, score_2)))) - df_B = pd.DataFrame(dict(zip(('id', 'score_3'), (id, score_3)))) - df_A.to_csv('csv/A/test_A_' + str(n) + - '_rows.csv', index=False, header=False) - df_B.to_csv('csv/B/test_B_' + str(n) + - '_rows.csv', index=False, header=False) - -if __name__ == '__main__': - import sys - - create_csv(int(sys.argv[1])) diff --git a/pandas_vs_PostgreSQL/figures/filter_results_plot.png b/pandas_vs_PostgreSQL/figures/filter_results_plot.png deleted file mode 100644 index fe5ba2886f66018f3776cc53191b1cfc63c8df7e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 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zy$mSJdJtP%yKKoz+Y@gy|M;&n0OWNX3|aGEQV*+^fNJvBsBvKC^w*!zaQgjv{`d>Y z Date: Wed, 1 Nov 2017 22:52:27 +0000 Subject: [PATCH 8/8] add pandas_vs_PostgreSQL directory and files --- pandas_vs_PostgreSQL/README.md | 17 +++ pandas_vs_PostgreSQL/analysis_writeup.ipynb | 112 ++++++++++++++++++ pandas_vs_PostgreSQL/benchmark_test.py | 71 +++++++++++ pandas_vs_PostgreSQL/create_dataset.py | 29 +++++ pandas_vs_PostgreSQL/create_json.py | 34 ++++++ .../figures/filter_results_plot.png | Bin 0 -> 164397 bytes .../figures/groupby_agg_results_plot.png | Bin 0 -> 180983 bytes .../figures/join_results_plot.png | Bin 0 -> 167526 bytes .../figures/load_results_plot.png | Bin 0 -> 168094 bytes .../figures/select_results_plot.png | Bin 0 -> 164532 bytes pandas_vs_PostgreSQL/pandas_tasks.py | 38 ++++++ pandas_vs_PostgreSQL/pgbench_queries.sh | 53 +++++++++ pandas_vs_PostgreSQL/postgres_tasks.py | 81 +++++++++++++ pandas_vs_PostgreSQL/queries/clean_up.sql | 2 + pandas_vs_PostgreSQL/queries/filter.sql | 1 + pandas_vs_PostgreSQL/queries/groupby_agg.sql | 1 + pandas_vs_PostgreSQL/queries/init.sql | 4 + pandas_vs_PostgreSQL/queries/join.sql | 1 + pandas_vs_PostgreSQL/queries/select.sql | 1 + .../results/pandas_benchmark.json | 1 + .../results/postgres_benchmark.json | 1 + .../results/psycopg2_benchmark.json | 1 + pandas_vs_PostgreSQL/run_script.sh | 25 ++++ pandas_vs_PostgreSQL/save_plots.py | 62 ++++++++++ 24 files changed, 535 insertions(+) create mode 100644 pandas_vs_PostgreSQL/README.md create mode 100644 pandas_vs_PostgreSQL/analysis_writeup.ipynb create mode 100644 pandas_vs_PostgreSQL/benchmark_test.py create mode 100644 pandas_vs_PostgreSQL/create_dataset.py create mode 100644 pandas_vs_PostgreSQL/create_json.py create mode 100644 pandas_vs_PostgreSQL/figures/filter_results_plot.png create mode 100644 pandas_vs_PostgreSQL/figures/groupby_agg_results_plot.png create mode 100644 pandas_vs_PostgreSQL/figures/join_results_plot.png create mode 100644 pandas_vs_PostgreSQL/figures/load_results_plot.png create mode 100644 pandas_vs_PostgreSQL/figures/select_results_plot.png create mode 100644 pandas_vs_PostgreSQL/pandas_tasks.py create mode 100755 pandas_vs_PostgreSQL/pgbench_queries.sh create mode 100644 pandas_vs_PostgreSQL/postgres_tasks.py create mode 100644 pandas_vs_PostgreSQL/queries/clean_up.sql create mode 100644 pandas_vs_PostgreSQL/queries/filter.sql create mode 100644 pandas_vs_PostgreSQL/queries/groupby_agg.sql create mode 100644 pandas_vs_PostgreSQL/queries/init.sql create mode 100644 pandas_vs_PostgreSQL/queries/join.sql create mode 100644 pandas_vs_PostgreSQL/queries/select.sql create mode 100644 pandas_vs_PostgreSQL/results/pandas_benchmark.json create mode 100644 pandas_vs_PostgreSQL/results/postgres_benchmark.json create mode 100644 pandas_vs_PostgreSQL/results/psycopg2_benchmark.json create mode 100755 pandas_vs_PostgreSQL/run_script.sh create mode 100644 pandas_vs_PostgreSQL/save_plots.py diff --git a/pandas_vs_PostgreSQL/README.md b/pandas_vs_PostgreSQL/README.md new file mode 100644 index 0000000..79a20e4 --- /dev/null +++ b/pandas_vs_PostgreSQL/README.md @@ -0,0 +1,17 @@ +# pandas vs. PostgreSQL +A benchmark comparing pandas and PostgreSQL for various table sizes and commands. + +## Getting Started +To start the benchmark, run `run_script.sh`. The number of test replicates and size of the table/DataFrame can be adjusted in `run_script.sh`. The table/DataFrame are created from csv files. If these csv files do not exist, `run_script.sh` creates them by calling on `create_dataset.py`. + +### Prerequisites +Apart from having pandas and Postgre installed, you need the following Python packages. + +``` +contexttimer +numpy +psycopg2 +``` + +### The Benchmark +The benchmark is performed for following tasks: load csv, select column, filter, and group by and applying aggregate function. The results are stored as a separate JSON files for pandas and Postgre. The JSON file contains the results for each task and for each table size. A write-up of the results are found in the `analysis_writeup.ipynb` notebook. \ No newline at end of file diff --git a/pandas_vs_PostgreSQL/analysis_writeup.ipynb b/pandas_vs_PostgreSQL/analysis_writeup.ipynb new file mode 100644 index 0000000..ef04e23 --- /dev/null +++ b/pandas_vs_PostgreSQL/analysis_writeup.ipynb @@ -0,0 +1,112 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "# pandas vs PostgreSQL\n", + "\n", + "Working on large data science projects usually involves the user accessing, manipulating, and retrieving data on a server. Next, the work flow moves client-side where the user will apply more refined data analysis and processing, typically tasks not possible or too clumsy to be done on the server. SQL (Structured Query Language) is ubiquitous in industry and data scientists will have to use it in their work to access data on the server.\n", + "\n", + "The line between what data manipulation should be done server-side using SQL or on the client-side using a language like Python is not clear. Further, people who are either uncomfortable or dislike using SQL may be tempted to keep server-side manipulation to a minimum and reserve more of those actions on the client-side. With powerful and popular Python libraries for data wrangling and manipulation, the temptation to keep server-side processing to a minimum has increased.\n", + "\n", + "This article will compare the execution time for several typical data manipulation tasks such as join and group by using PostgreSQL and pandas. PostgreSQL, often shortened as Postgres, is an object-relational database management system. It is free and open-source and runs on all major operating systems. Pandas is a Python data manipulation library that offers data structures akin to Excel spreadsheets and SQL tables and functions for manipulating those data structures.\n", + "\n", + "The performance will be measured for both tools for the following actions:\n", + "\n", + "- select columns\n", + "- filter rows\n", + "- group by and aggregation\n", + "- load a large CSV file\n", + "- join two tables\n", + "\n", + "How these tasks scale as a function of table size will be explored by running the analysis with datasets with ten to ten million rows. These datasets are stored as CSV files and have four columns; the entries of the first two columns are floats, the third are strings, while the last are integers representing a unique id. For joining two tables, a second dataset is used, a column of integer ids and a column of floats.\n", + "\n", + "For each of the five tasks listed above, the benchmark test was run for one hundred replicates for each dataset size. The Postgres part of the benchmark was performed using pgbench, a commandline program for running benchmark tests of Postgres. It can accept custom scripts containing SQL queries to perform the benchmark. The computer used for this study runs Ubuntu 16.04, with 16 GB of RAM, and an 8 core process at 1.8 GHz. The code used for this benchmark can be found on [GitHub](https://github.com/xofbd/pandas_vs_PostgreSQL). The repository contains all the code to run the benchmark, the results as JSON files, and figures plotting the comparison of the two methods.\n", + "\n", + "It is important for data scientists to know the limitations of their tools and what approaches are optimal in terms of time. Although smaller projects will not benefit a lot from speed up, small percentage gains in more data intensive applications will translate into large absolute time savings." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "deletable": true, + "editable": true + }, + "source": [ + "## Benchmark Results\n", + "\n", + "The benchmarking relied on two datasets, referred to as A and B. The headers and data types (in paranthesis) for the columns of dataset A are \"score_1\" (float), \"score_2\" (float), \"id\" (integer), and \"section\" (string)\". For dataset B, the headers and data types are \"score_3\" (float) and \"id\" (integer). The \"id\" column relates the two datasets together. The figures below show the mean execution time as a function of the number of rows in the datasets, using a log-log axis. Below each figure, a description of the task and the code used for each tool is provided.\n", + "\n", + "\n", + "For selecting columns, one column from the table/DataFrame was returned. The code for this task are\n", + "
__pandas__: `df_A['score_1']`\n", + "
__Postgres__: `SELECT score_1 FROM test_table_A;`\n", + "\n", + "\n", + "For filtering rows, a table/DataFrame was returned with only rows meeting a criterion. The code for this task are\n", + "
__pandas__: `df_A[self.df_A['section'] == 'A']`\n", + "
__Postgres__: `SELECT * FROM test_table_A WHERE section = 'A';`\n", + "\n", + "\n", + "For grouping and applying aggregation functions, records are grouped by section and mean and maximum score are reported for the two scores. The code for this task are\n", + "
__pandas__: `df_A.groupby('section').agg({'score_1': 'mean', 'score_2': 'max'})`\n", + "
__Postgres__: `SELECT AVG(score_1), MAX(score_2)` \n", + "
`FROM test_table_A` \n", + "
`GROUP BY section;`\n", + "\n", + "\n", + "For joining, the datasets are joined on datasets' id and the resulting table/DataFrame is returned. The code for this task are\n", + "
__pandas__: `df_A.merge(self.df_B, left_on='id', right_on='id')` \n", + "
__Postgres__: `SELECT * FROM test_table_A` \n", + "
`JOIN test_table_B on test_table_A.id = test_table_B.id;`\n", + "\n", + "\n", + "For loading a csv file, dataset A is loaded from disk to create a table/DataFrame. The code for this task are \n", + "
__pandas__: `df_A = pd.read_csv('PATH_TO_CSV_FILE', header=None, index_col=False, names=self.columns_A)`\n", + "
__Postgres__: `COPY test_table_A FROM 'PATH_TO_CSV_FILE' WITH DELIMITER ',';`" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": true, + "deletable": true, + "editable": true + }, + "source": [ + "## Conclusions\n", + "\n", + "Overall, pandas outperformed Postgres, often running over five to ten times faster for the larger datasets. The only cases when Postgres performed better were for smaller sized datasets, typically lesss than a thousand rows. Selecting columns was very efficient in pandas, with an O(1) time complexity because the DataFrame is already stored in memory. In general, loading and joining were the tasks that took the longest, requiring times greater than a second for large datasets.\n", + "\n", + "For dataset sizes investigated, pandas is the better tool for the data analysis tasks studied. However, pandas does have its limitations and there is still a need for SQL. For pandas, the data is stored in memory and it will be difficult loading a CSV file greater than half of the system's memory. For the ten-thousand row dataset, the file size was about 400 MB, but the dataset only had four columns. Datasets often contain hundreds of columns, resulting in file sizes on the order of 10 GB when the dataset has over a million rows.\n", + "\n", + "Postgres and pandas are ultimately different tools with overlapping functionality. Postgres and other SQL based languages were created to manage databases and offer users a convenient way to access and retrieve data, especially across multiple tables. The server running Postgres would have all the datasets stored as tables across the system, and it would be impractical for a user to transfer the required tables to their system and use pandas to perform tasks such as join and group by client side. Pandas was created for data manipulation and its strength lies in complex data analysis operations. One should not view pandas and Postgres as competing entities but rather important tools making up the Data Science computational stack." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pandas_vs_PostgreSQL/benchmark_test.py b/pandas_vs_PostgreSQL/benchmark_test.py new file mode 100644 index 0000000..5c33c01 --- /dev/null +++ b/pandas_vs_PostgreSQL/benchmark_test.py @@ -0,0 +1,71 @@ +import re +from contexttimer import Timer +from pandas_tasks import PandasTasks +from postgres_tasks import PostgresTasks + + +def run_test(tool, csv_file_A, csv_file_B, N=10): + """Return dictionary of benchmark results and number of rows in the dataset. + + + Positional arguments: + tool: tool to use for benchmark (pandas or postgres) + csv_file_A: csv file name to use for DataFrame/table A + csv_file_B: csv file name to use for DataFrame/table B + + Keyword arguments: + N: number of test replicates + """ + + # define tool to use + if tool.lower() == 'pandas': + tool_task = PandasTasks(csv_file_A, csv_file_B) + elif tool.lower() in ('postgresql', 'postgres', 'psycopg2'): + tool_task = PostgresTasks(csv_file_A, csv_file_B) + else: + raise ValueError("tool must either be pandas or postgres") + + # loop through each task + tasks = ('select', 'filter', 'groupby_agg', 'join', 'load') + benchmark_dict = {} + num_rows = int(re.findall(r'\d+', csv_file_A)[0]) + + for task in tasks: + print "running " + task + " for " + str(num_rows) + " rows using " + tool + task_time = [] + + for _ in xrange(N): + with Timer() as t: + getattr(tool_task, task)() + task_time.append(t.elapsed) + + benchmark_dict[task] = task_time + + tool_task.clean_up() + + return benchmark_dict, num_rows + +if __name__ == '__main__': + import json + import os + import sys + + tool = sys.argv[1].lower() + num_reps = int(sys.argv[2]) + + # get csv files names + files_A = os.listdir('csv/A') + files_B = os.listdir('csv/B') + files_A.sort() + files_B.sort() + + result_dict = {} + + for f_A, f_B in zip(files_A, files_B): + results, row = run_test( + tool, 'csv/A/' + f_A, 'csv/B/' + f_B, N=num_reps) + result_dict[str(row)] = results + + # dump dictionary to json + with open('results/' + tool + '_benchmark.json', 'w') as f: + json.dump(result_dict, f) diff --git a/pandas_vs_PostgreSQL/create_dataset.py b/pandas_vs_PostgreSQL/create_dataset.py new file mode 100644 index 0000000..1952fc5 --- /dev/null +++ b/pandas_vs_PostgreSQL/create_dataset.py @@ -0,0 +1,29 @@ +import numpy as np +import pandas as pd + + +def create_csv(n=1000): + seed = np.random.seed(1) + + # generate random dataset + columns = ('id', 'section', 'score_1', 'score_2') + labels = ('A', 'B', 'C', 'D') + + id = np.random.choice(range(n), n, replace=False) + section = np.random.choice(labels, n) + score_1 = np.random.rand(n) + score_2 = np.random.rand(n) + score_3 = np.random.rand(n) + + # create and dump DataFrame to csv + df_A = pd.DataFrame(dict(zip(columns, (id, section, score_1, score_2)))) + df_B = pd.DataFrame(dict(zip(('id', 'score_3'), (id, score_3)))) + df_A.to_csv('csv/A/test_A_' + str(n) + + '_rows.csv', index=False, header=False) + df_B.to_csv('csv/B/test_B_' + str(n) + + '_rows.csv', index=False, header=False) + +if __name__ == '__main__': + import sys + + create_csv(int(sys.argv[1])) diff --git a/pandas_vs_PostgreSQL/create_json.py b/pandas_vs_PostgreSQL/create_json.py new file mode 100644 index 0000000..6fc604c --- /dev/null +++ b/pandas_vs_PostgreSQL/create_json.py @@ -0,0 +1,34 @@ +import json +import os +import re +import sys + +csv_files = os.listdir('csv/A/') +log_files = os.listdir('log/') + +num_rows = [re.findall(r'\d+', f)[0] for f in csv_files] +results = {} + +# loop through each number of rows, loading the appropriate log files for each +# task. The 3rd column of each line of the file is the execution time, in +# milliseconds. + +for n in num_rows: + S = '_' + n + '.log' + results_for_row = {} + + for f in [log for log in log_files if S in log]: + task = re.findall(r'(_\w+_)', f)[0][1:-1] + time = [] + + with open('log/' + f, 'r') as file: + for line in file: + time.append(float(line.split(" ")[2]) / 1E6) + + results_for_row[task] = time + + results[n] = results_for_row + +# dump results to JSON +with open('results/postgres_benchmark.json', 'w') as f: + json.dump(results, f) diff --git a/pandas_vs_PostgreSQL/figures/filter_results_plot.png b/pandas_vs_PostgreSQL/figures/filter_results_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..13c4877fcb48ee25816abbed24bae807f015bd56 GIT binary patch literal 164397 zcmeFZXHZmI*DZ{C%mOArvLb?lfPjExJqn0O&KW^+63MYSCXlEgAQ{QI$r&0XNzR!D zrO8o3lf#`GkLSG4Q+0oQRrkmD*(-lVu0uS-02;<(pNR^ltx$e?Cy1*7@fz{{F*Nv7;)# ze zvtG=PjinnbFb`i{Mw(Hl__aefg~bE%Y|g6oEHVc@nQ$?a{}dctm*1yF>AJo4ezi?l zn2igukAgo6uKof4yQ|5ibTbskPYr&W3Q9Xk>vG3Wcz?6#V1FkrHI>O<6S>!ATlL7H z9nEGJXL{zRlxkrV+>V{nDvJ3%<`XQz^?7 zJ^(aU)@$B>^6uV|(J&*t7; 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