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64495a38905890b3221a9708ffc3e72b8ee57115 Mon Sep 17 00:00:00 2001 From: Yasset Perez-Riverol Date: Wed, 2 Oct 2024 09:37:51 +0100 Subject: [PATCH 2/7] benchmark added --- benchmark/average_speed_location.png | Bin 116262 -> 116214 bytes benchmark/benchmark.py | 8 +- benchmark/benchmark_plot.png | Bin 138103 -> 0 bytes ...speed_by_method_location_plot_vertical.svg | 342 +-- paper/benchmark.svg | 1765 ++++++++++++ paper/paper.md | 14 +- paper/speed_by_method_location.svg | 2464 +++++++++++++++++ 7 files changed, 4417 insertions(+), 176 deletions(-) delete mode 100644 benchmark/benchmark_plot.png create mode 100644 paper/benchmark.svg create mode 100644 paper/speed_by_method_location.svg diff --git a/benchmark/average_speed_location.png b/benchmark/average_speed_location.png index d345d340ac9d2cf55bdaa12feaaed76873ba6c0e..b72ea6a1be5c0d1184de8a2ee9402aae682bf507 100644 GIT binary patch delta 73608 zcmcG%2UJz(wgpVCQLjA~R8%Cf3n~#%6a+Mi1{D;gs5C{8CLo|7QZ~j|00E_l2nZIc 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plot to a file -plt.savefig('benchmark_plot.png', dpi=300, bbox_inches='tight') -print("Plot saved as 'benchmark_plot.png'") +plt.savefig('benchmark.svg', format='svg', dpi=300, bbox_inches='tight') +print("Plot saved as 'benchmark.png'") # Print the actual x-tick labels after plotting print("\nActual x-tick labels:") @@ -78,10 +78,10 @@ g.fig.suptitle('Average Speed (MB/s) by Location and Method', fontsize=16) # Save the plot as a high-resolution SVG image -plt.savefig('speed_by_method_location_plot_vertical.svg', format='svg', dpi=300, bbox_inches='tight') +plt.savefig('speed_by_method_location.svg', format='svg', dpi=300, bbox_inches='tight') # Confirm save and close the plot -print("Plot saved as 'speed_by_method_location_plot_vertical.svg'") +print("Plot saved as 'speed_by_method_location.svg'") plt.close() #################################################################################################### diff --git a/benchmark/benchmark_plot.png b/benchmark/benchmark_plot.png 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We introduce `pridepy`, a Python client designed to access PRIDE Archive data, including project metadata and file downloads. `pridepy` offers a flexible programmatic interface for searching, retrieving, and downloading data via the PRIDE REST API. This tool simplifies the integration of PRIDE datasets into bioinformatics pipelines, making it easier for researchers to handle large datasets programmatically. +The Proteomics Identification Database (PRIDE) [@Perez-Riverol2022-ow] is the world's largest repository for proteomics data and a founding member of ProteomeXchange [@Deutsch2023-mu]. Here, we introduce [`pridepy`](https://github.com/PRIDE-Archive/pridepy), a Python client designed to access PRIDE Archive data, including project metadata and file downloads. `pridepy` offers a flexible programmatic interface for searching, retrieving, and downloading data via the PRIDE REST API. This tool simplifies the integration of PRIDE datasets into bioinformatics pipelines, making it easier for researchers to handle large datasets programmatically. # Statement of Need @@ -69,6 +69,18 @@ $ pridepy download-all-raw-files \ This makes the client suitable for handling large-scale proteomics data in automated workflows, particularly in environments requiring bulk downloads of proteomics datasets. +## Benchmark of the download speed + +We conducted a benchmark to compare the download speeds of the three protocols supported by the PRIDE Archive. The test was carried out on files of varying sizes (~14MB, ~230MB, ~3GB, and ~7GB). We reached out to several PRIDE users, providing them with a benchmark script (available at https://github.com/PRIDE-Archive/pridepy/tree/master/benchmark), and the benchmark was run across multiple locations, including the USA, UK, Europe, and Asia. The results are presented in Figure 2-3. + +![Figure 2: Benchmark of download speed for different protocols](benchmark.svg){ width=80% } + +For small files (~14MB), the three have similar performance. For medium (~230MB) and large files (~3G and ~7G), Globus and Aspera outperformed FTP. More importantly, FTP performance can decrease significantly with increasing file size, while Aspera and Globus maintain a more consistent download speed. The newly introduced Globus protocol showed the best performance for large files, making it the preferred choice for large-scale data transfers (Figure 2). In Figure 3 we present the download speed for different file sizes, protocols and locations. + +![Figure 3: Benchmark of download speed for different protocols, file sizes and locations](speed_by_method_location.svg){ width=80% } + +As file sizes increase, Aspera and Globus consistently deliver the fastest download speeds, especially for larger files (~3GB and ~7GB), making it more efficient for large data transfers. Globus performs well but shows higher variability based on location, while FTP generally exhibits slower speeds, particularly with larger files. The benchmark highlights that both the choice of protocol and geographical location significantly impact download speeds, with Aspera being the most robust option across various conditions. + # Discussion and Future Directions `pridepy` successfully simplifies access to the PRIDE Archive data, but future development could focus on improving the handling of large downloads by implementing parallel downloads. Additionally, we will expand the user documentation and examples could help broaden its use within the scientific community; and at the same time produce a group of benchmarks to evaluate the performance of the client in different scenarios. We plat to continue extending the library to support more features of the PRIDE Archive API, such as dataset metadata streaming, and submission of new datasets to the PRIDE Archive. diff --git a/paper/speed_by_method_location.svg b/paper/speed_by_method_location.svg new file mode 100644 index 0000000..4955ba2 --- /dev/null +++ b/paper/speed_by_method_location.svg @@ -0,0 +1,2464 @@ + + + + + + + + 2024-10-02T09:23:05.598031 + image/svg+xml + + + Matplotlib v3.7.4, https://matplotlib.org/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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Perez-Riverol Date: Wed, 2 Oct 2024 09:54:26 +0100 Subject: [PATCH 3/7] benchmark added --- benchmark/benchmark.svg | 1765 +++++++++++++++++++++++++++++++++++++++ paper/paper.md | 11 +- paper/paper.pdf | Bin 279856 -> 371188 bytes 3 files changed, 1770 insertions(+), 6 deletions(-) create mode 100644 benchmark/benchmark.svg diff --git a/benchmark/benchmark.svg b/benchmark/benchmark.svg new file mode 100644 index 0000000..ef81b23 --- /dev/null +++ b/benchmark/benchmark.svg @@ -0,0 +1,1765 @@ + + + + + + + + 2024-10-02T09:23:04.486714 + image/svg+xml + + + Matplotlib v3.7.4, https://matplotlib.org/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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+ + + + + + + diff --git a/paper/paper.md b/paper/paper.md index 64ecbd6..16a9edc 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -17,8 +17,7 @@ authors: affiliation: 1 - name: Yasset Perez-Riverol orcid: 0000-0001-6579-6941 - affiliation: 1 - + affiliation: 1 affiliations: - name: European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK index: 1 @@ -52,7 +51,7 @@ The `pridepy` client provides a simple command line interface to download files These are currently the only supported protocols for file downloads. -![Figure 1: Architecture of transfer protocols supported by PRIDE Archive](figure.png){ width=80% } +![Architecture of transfer protocols supported by PRIDE Archive](figure.png){ width=80% } Users can download files from PRIDE Archive using the following command options: - `download-all-public-raw-files`: command downloads all raw files from a dataset, it is useful for large-scale data retrieval and public datasets. @@ -73,11 +72,11 @@ This makes the client suitable for handling large-scale proteomics data in autom We conducted a benchmark to compare the download speeds of the three protocols supported by the PRIDE Archive. The test was carried out on files of varying sizes (~14MB, ~230MB, ~3GB, and ~7GB). We reached out to several PRIDE users, providing them with a benchmark script (available at https://github.com/PRIDE-Archive/pridepy/tree/master/benchmark), and the benchmark was run across multiple locations, including the USA, UK, Europe, and Asia. The results are presented in Figure 2-3. -![Figure 2: Benchmark of download speed for different protocols](benchmark.svg){ width=80% } +![Benchmark of download speed for different protocols](benchmark.svg){ width=80% } For small files (~14MB), the three have similar performance. For medium (~230MB) and large files (~3G and ~7G), Globus and Aspera outperformed FTP. More importantly, FTP performance can decrease significantly with increasing file size, while Aspera and Globus maintain a more consistent download speed. The newly introduced Globus protocol showed the best performance for large files, making it the preferred choice for large-scale data transfers (Figure 2). In Figure 3 we present the download speed for different file sizes, protocols and locations. -![Figure 3: Benchmark of download speed for different protocols, file sizes and locations](speed_by_method_location.svg){ width=80% } +![Benchmark of download speed for different protocols, file sizes and locations](speed_by_method_location.svg){ width=80% } As file sizes increase, Aspera and Globus consistently deliver the fastest download speeds, especially for larger files (~3GB and ~7GB), making it more efficient for large data transfers. Globus performs well but shows higher variability based on location, while FTP generally exhibits slower speeds, particularly with larger files. The benchmark highlights that both the choice of protocol and geographical location significantly impact download speeds, with Aspera being the most robust option across various conditions. @@ -87,6 +86,6 @@ As file sizes increase, Aspera and Globus consistently deliver the fastest downl # Acknowledgments -We would like to thank the PRIDE Archive team and contributors to this project for their invaluable input and feedback. The work is supported by core funding from the European Molecular Biology Laboratory (EMBL) and the Wellcome Trust [grant numbers 208391/Z/17/Z and 223745/Z/21/Z], and the BBSRC grant ‘DIA-Exchange’ [BB/X001911/1]. +We would like to thank the PRIDE Archive team and contributors to this project for their invaluable input and feedback. The work is supported by core funding from the European Molecular Biology Laboratory (EMBL) and the Wellcome Trust [grant numbers 208391/Z/17/Z and 223745/Z/21/Z], and the BBSRC grant ‘DIA-Exchange’ [BB/X001911/1]. Thanks to Enrique Audain, Jonas Scheid, J. 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the fastest downl # Acknowledgments -We would like to thank the PRIDE Archive team and contributors to this project for their invaluable input and feedback. The work is supported by core funding from the European Molecular Biology Laboratory (EMBL) and the Wellcome Trust [grant numbers 208391/Z/17/Z and 223745/Z/21/Z], and the BBSRC grant ‘DIA-Exchange’ [BB/X001911/1]. Thanks to Enrique Audain, Jonas Scheid, J. Sebastian Paez, and Dai Chengxin for their contributions to the benchmarking study. +We would like to thank the PRIDE Archive team and contributors to this project for their invaluable input and feedback. The work is supported by core funding from the European Molecular Biology Laboratory (EMBL) and the Wellcome Trust [grant numbers 208391/Z/17/Z and 223745/Z/21/Z], and the BBSRC grant ‘DIA-Exchange’ [BB/X001911/1]. Thanks to Enrique Audain, Jonas Scheid, J. Sebastian Paez, and Dai Chengxin for their contributions to the benchmarking study. Thanks to Santiago Insua from an EBI instrastructure team for his support deploying multiple AWS machines in different locations for the benchmark. # References \ No newline at end of file From 816ac99ea7d4c088449f6db52f82fac55a16c4ef Mon Sep 17 00:00:00 2001 From: Yasset Perez-Riverol Date: Wed, 2 Oct 2024 10:00:41 +0100 Subject: [PATCH 5/7] benchmark added --- benchmark/average_speed_location.png | Bin 116214 -> 116184 bytes benchmark/benchmark.svg | 208 +- ...speed_by_method_location_plot_vertical.svg | 2464 ----------------- paper/paper.md | 2 +- 4 files changed, 105 insertions(+), 2569 deletions(-) delete mode 100644 benchmark/speed_by_method_location_plot_vertical.svg diff --git a/benchmark/average_speed_location.png b/benchmark/average_speed_location.png index b72ea6a1be5c0d1184de8a2ee9402aae682bf507..31ba2ce01edb7b3dc4167cfe37fa20f6e8a33e90 100644 GIT binary patch delta 56786 zcmb@v2UJw|7CwqG(KIz)Tf{=5*gzx#f=JUOsECN5fOH#0P>3KR^9UQd-j=_u;+UW6 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-82,7 +82,7 @@ As file sizes increase, Aspera and Globus consistently deliver the fastest downl # Discussion and Future Directions -`pridepy` successfully simplifies access to the PRIDE Archive data, but future development could focus on improving the handling of large downloads by implementing parallel downloads. Additionally, we will expand the user documentation and examples could help broaden its use within the scientific community; and at the same time produce a group of benchmarks to evaluate the performance of the client in different scenarios. We plat to continue extending the library to support more features of the PRIDE Archive API, such as dataset metadata streaming, and submission of new datasets to the PRIDE Archive. +`pridepy` (https://github.com/PRIDE-Archive/pridepy) successfully simplifies access to the PRIDE Archive data, but future development could focus on improving the handling of large downloads by implementing parallel downloads. Additionally, we will expand the user documentation and examples could help broaden its use within the scientific community; and at the same time produce a group of benchmarks to evaluate the performance of the client in different scenarios. We plat to continue extending the library to support more features of the PRIDE Archive API, such as dataset metadata streaming, and submission of new datasets to the PRIDE Archive. # Acknowledgments From 92dd86dc8fd0aabc8e749c94197c00f82e3a3516 Mon Sep 17 00:00:00 2001 From: Yasset Perez-Riverol Date: Wed, 2 Oct 2024 11:51:08 +0100 Subject: [PATCH 6/7] benchmark added --- README.md | 2 +- benchmark/speed_by_method_location.svg | 2464 ++++++++++++++++++++++++ paper/paper.md | 2 +- 3 files changed, 2466 insertions(+), 2 deletions(-) create mode 100644 benchmark/speed_by_method_location.svg diff --git a/README.md b/README.md index 8940b4a..6e4a6ad 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ Warning: Raw files are generally large in size, so it may take some time to down `-p`: in download specifies protocol (ftp default): - **ftp**: FTP protocol - **aspera**: using the aspera protocol - - **globus**: globus protocol + - **globus**: PRIDE globus endpoint (_the data is downloaded through https_) ```bash $ pridepy download-all-public-raw-files -a PXD012353 -o /Users/yourname/Downloads/foldername/ -p aspera diff --git a/benchmark/speed_by_method_location.svg b/benchmark/speed_by_method_location.svg new file mode 100644 index 0000000..59c023a --- /dev/null +++ b/benchmark/speed_by_method_location.svg @@ -0,0 +1,2464 @@ + + + + + + + + 2024-10-02T10:00:24.179591 + image/svg+xml + + + Matplotlib v3.7.4, https://matplotlib.org/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/paper/paper.md b/paper/paper.md index bcb4567..fc742d2 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -47,7 +47,7 @@ By 2024, PRIDE Archive stores the data in two different storage systems (**Figur The `pridepy` client provides a simple command line interface to download files from PRIDE Archive using the following protocols. Each protocol offers different advantages: - **FTP**: Widely supported and easy to use - **Aspera**: High-speed file transfers, especially for large files or over long distances - - **Globus**: Reliable transfers for very large datasets + - **Globus**: Reliable transfers for very large datasets. It is important to notice that in the current implementation, pridepy uses the https endpoint of the Globus service, which means that the data is in fact transfer using the https protocol. These are currently the only supported protocols for file downloads. 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style="fill: #3a923a; stroke: #3d3d3d; stroke-linejoin: miter"/> - + + @@ -1752,13 +1769,19 @@ z + + + + + + - + diff --git a/paper/paper.md b/paper/paper.md index fc742d2..2b0d30c 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -70,7 +70,7 @@ This makes the client suitable for handling large-scale proteomics data in autom ## Benchmark of the download speed -We conducted a benchmark to compare the download speeds of the three protocols supported by the PRIDE Archive. The test was carried out on files of varying sizes (~14MB, ~230MB, ~3GB, and ~7GB). We reached out to several PRIDE users, providing them with a benchmark script (available at https://github.com/PRIDE-Archive/pridepy/tree/master/benchmark), and the benchmark was run across multiple locations, including the USA, UK, Europe, and Asia. The results are presented in Figure 2-3. +We conducted a benchmark to compare the download speeds of the three protocols supported by the PRIDE Archive. The test was carried out on files of varying sizes (~14MB, ~230MB, ~3GB, and ~7GB). We reached out to several PRIDE users, providing them with a benchmark script (available at https://github.com/PRIDE-Archive/pridepy/tree/master/benchmark), and the benchmark was run across multiple locations, including the USA, UK, Europe, and Asia (Hong Kong). The results are presented in Figure 2-3. ![Benchmark of download speed for different protocols](benchmark.svg){ width=80% } diff --git a/paper/paper.pdf b/paper/paper.pdf index 9ace3bc4f093cf58202af2777e7b36e06931ae24..767e89f98d4a0f8dc400884e2754948606944b8e 100644 GIT binary patch delta 115833 zcmV)IK)k>7(-w%`7O)=+12Q%_mth126o2hK%Wfn&a(8`2{eW`#egJ}il1f^5Z{uyi zhsB=SSo_dzV|?-NJAz~cgJfn^se5+d1%&CEs$}vJ3UQ!bohRGTrUuiqbjd)RW$&XxD#XL+T4C=WhwF;MX@|MFd*F8}@TEBvQUIDf{U z9@H}6JtYLxV}t6kgZ1*|;g|QEPC9Nzdw}W7-}@Xw*ivw(kkyu=K7ILq`slNF2u4&p^E`RZ^LhOu~36|yOzkT`hI{%Qi>>bU&%-6Je@a$Zy z{gm@?YY2K;J9aLe|d)yPFin1<(PI?rXL(n5cuB{x7 zW#8LsVA%^kKb!p2FdZVUU~aWu>bFN|b;Dq+tHtG^)qO290O*W8MZlhcZ+`(CK(XZj zu({1!OR#A}tq$g7wFgQx^PJQx!CGjHR>3x^3Otk0N`0MUf%I*JzO197SrmMfwb%fH z&7bsE@h={6U9P@;`@$1&Hf<*31k$EeWelf>RvYT}-_Q+oYjg6a|2<(P{-?I!RnAZ^ zsR*xeD_bDXGVuN@00MVDkbmIm(QV2oZBO4%y)10TAwKE*k={^cF8F$S&|Az|R>J9W z7v+JPeLWS_JW><-#zLxtzoDLN&u~%w1$b!ipQnevpKf6O*McyOy8++UA5d<#sDTnr 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