From b5b78140aade7de3ff74898b214ae4148064e8e0 Mon Sep 17 00:00:00 2001 From: Valentin Brandl Date: Thu, 21 Apr 2022 23:05:11 +0200 Subject: [PATCH] Content --- assets/avg_out_edges.png | Bin 48884 -> 48954 bytes assets/reduced_ranks/0/in_out.png | Bin 0 -> 45750 bytes assets/reduced_ranks/0/pr.png | Bin 0 -> 49410 bytes assets/reduced_ranks/0/sr.png | Bin 0 -> 55534 bytes assets/reduced_ranks/1/in_out.png | Bin 0 -> 45982 bytes assets/reduced_ranks/1/pr.png | Bin 0 -> 54592 bytes assets/reduced_ranks/1/sr.png | Bin 0 -> 56349 bytes assets/reduced_ranks/2/in_out.png | Bin 0 -> 45964 bytes assets/reduced_ranks/2/pr.png | Bin 0 -> 55055 bytes assets/reduced_ranks/2/sr.png | Bin 0 -> 51206 bytes assets/reduced_ranks/3/in_out.png | Bin 0 -> 44496 bytes assets/reduced_ranks/3/pr.png | Bin 0 -> 56977 bytes assets/reduced_ranks/3/sr.png | Bin 0 -> 52656 bytes assets/time_deriv.png | Bin 0 -> 45195 bytes codes/frequency_deriv/.envrc | 1 + codes/frequency_deriv/frequency_deriv.py | 70 ++++++ codes/frequency_deriv/shell.nix | 16 ++ codes/frequency_deriv/time_deriv.png | Bin 0 -> 47436 bytes codes/frequency_deriv/time_deriv_c0.png | Bin 0 -> 41678 bytes codes/frequency_deriv/time_deriv_c1.png | Bin 0 -> 25264 bytes codes/frequency_deriv/time_deriv_c2.png | Bin 0 -> 26188 bytes codes/frequency_deriv/time_deriv_c3.png | Bin 0 -> 46800 bytes codes/node-ranking/plot_in_out_avg.py | 7 +- codes/node-ranking/plot_reduced.py | 11 +- codes/node-ranking/rank_reduced.py | 62 ++++- codes/node-ranking/shell.nix | 1 + content.tex | 306 ++++++++++++++++++----- report.pdf | Bin 1230841 -> 1464435 bytes 28 files changed, 401 insertions(+), 73 deletions(-) create mode 100644 assets/reduced_ranks/0/in_out.png create mode 100644 assets/reduced_ranks/0/pr.png create mode 100644 assets/reduced_ranks/0/sr.png create mode 100644 assets/reduced_ranks/1/in_out.png create mode 100644 assets/reduced_ranks/1/pr.png create mode 100644 assets/reduced_ranks/1/sr.png create mode 100644 assets/reduced_ranks/2/in_out.png create mode 100644 assets/reduced_ranks/2/pr.png create mode 100644 assets/reduced_ranks/2/sr.png create mode 100644 assets/reduced_ranks/3/in_out.png create mode 100644 assets/reduced_ranks/3/pr.png create mode 100644 assets/reduced_ranks/3/sr.png create mode 100644 assets/time_deriv.png create mode 100644 codes/frequency_deriv/.envrc create mode 100644 codes/frequency_deriv/frequency_deriv.py create mode 100644 codes/frequency_deriv/shell.nix create mode 100644 codes/frequency_deriv/time_deriv.png create mode 100644 codes/frequency_deriv/time_deriv_c0.png create mode 100644 codes/frequency_deriv/time_deriv_c1.png create mode 100644 codes/frequency_deriv/time_deriv_c2.png create mode 100644 codes/frequency_deriv/time_deriv_c3.png diff --git a/assets/avg_out_edges.png b/assets/avg_out_edges.png index beeb00e381bc80123f281a1192c8bab13b7ab812..07153a0b701f961bc13c7dc1bf1902cd00155f41 100644 GIT binary patch literal 48954 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ztlIPp4CwL=Rw||!78fI5*^m@7)>L2(lZ9;FBHsY$7cKHYw|-Npniy^rM8VNvsiSf9 zXeFFvf^-)SJ=W6RelV?-jBT$m8OtNcz>vLdF*G#H!lI5?R1r%F56Hf}^77jf6B98T zsv8(=cUxV#6{k<+e%KK40%cs;*~x*)h3YuIy~T15LIO5w?!qZHsqmmlPEA!KdO<@h z6NxaL5xS)<8hP=e%NjjBz2xL%51fgevA6G`nf_RE_BqBy&yCSfvO05*HZDVB0B6aOYu1?Cz z$*BTIXDstX3dx0-L0;{cTjkEgBn6sZk{J`7x$CjJfhfbS>b5T@C&z2I2UZlq!onW8 zxx2BI_pHexC@P8}Tc3gCGclmGu5l(?UB>=OUnP2DQVsX>a Dict[datetime, str]: + time_crawler = {} + with open(path, 'r') as f: + for line in f: + unix_nanos, crawler, _ = line.split(' , ') + when = datetime.utcfromtimestamp(int(unix_nanos) / 1000000000) + time_crawler[when] = crawler + + return time_crawler + + + +def plot_deriv(data: Dict[datetime, str]): + diffs = [] + per_crawler = defaultdict(list) + sor = list(sorted(data.items(), key=lambda kv: kv[0])) + for prev, next in zip(sor, sor[1:]): + diffs.append(abs(2.5 - (next[0].timestamp() - prev[0].timestamp()))) + per_crawler[prev[1]].append(prev[0]) + + + # expected = [2.5] * len(diffs) + # x = list(range(len(diffs))) + # x = [] + x = [2.5 * x for x in range(len(diffs))] + fig, ax = plt.subplots() + ax.set_title('Timedelta between crawl events in seconds') + # ax.set_ylabel() + ax.set_xlabel('Time passed in seconds') + ax.set_ylabel('Deviation in seconds') + # ax.plot(x, expected, label='Expected difference') + ax.plot(x, diffs, label='Deviation from the expected value') + fig.legend() + # plt.show() + plt.savefig('./time_deriv.png') + plt.close() + + for c in per_crawler.keys(): + t = per_crawler[c] + devi = [] + for pre, nex in zip(t, t[1:]): + devi.append(abs(10 - (nex.timestamp() - pre.timestamp()))) + x = [10 * x for x in range(len(devi))] + fig, ax = plt.subplots() + ax.plot(x, devi) + ax.set_title(f'Timedeviation for {c}') + ax.set_xlabel('Time passed in seconds') + ax.set_ylabel('Deviation in seconds') + plt.savefig(f'./time_deriv_{c}.png') + plt.close() + # for ts in per_crawler[c]: + + + + +def main(): + data = load_log('./dummy.log') + plot_deriv(data) + + +if __name__ == '__main__': + main() diff --git a/codes/frequency_deriv/shell.nix b/codes/frequency_deriv/shell.nix new file mode 100644 index 00000000..d4c84585 --- /dev/null +++ b/codes/frequency_deriv/shell.nix @@ -0,0 +1,16 @@ +{ pkgs ? import {} }: +let + py-packages = python-packages: with python-packages; [ + matplotlib + numpy + networkx + scipy + ]; + py-package = pkgs.python3.withPackages py-packages; +in + +pkgs.mkShell { + buildInputs = [ + py-package + ]; +} diff --git a/codes/frequency_deriv/time_deriv.png b/codes/frequency_deriv/time_deriv.png new file mode 100644 index 0000000000000000000000000000000000000000..3663f214fd1ad9161ba1a255889a7bf998d95d6f GIT binary patch literal 47436 zcma%j2{e`M`|i7ih|E((h9Xmj1}U?MMx}{DhDc?e=OM~eG$=HYQYmF$IW6h-S~Va89^*SGfIuZP!ned6{&2B|n)?Rfh(^;NR3%MoDvV`(q&0k z77A>m>9XJ-#xHkMJmmixl%y$E^4k+ad?DmT;_KNLX_McaUwWoEQ%##iJV8R`+G2s2 z%EmUa@CI!L28PbQzIz3WnZ(4y_etoo+_`f{Oir%0(Hs}EOifKafBrlbR@(Xe2E%zS 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