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# ma_code
Dieses Repo beinhaltet den Code und die Datasets zur Masterarbeit "..." von Sven-Ove Hänsel.
Während beim Branch 'memgraph_fabian' dieser Code benutzt und auf die Bachelorarbeit von Fabian Zachen anpasst wurde.
(Verwendeter Compose File docker-compose_memgraph - Sub einzeln starten) (Code anderer Datenbanken größtenteis entfernt)
# Änderungen
## Abfragen
ma_code/code/eval/queries/cyypher/memgraph/memgraph_queries.py
Der Abfragen Code wurde insofern verändert, als dass für 'count' nur die Zahl ausgelesen wird, ansatt über das Ergebnis zu laufen (Zeile 72). (Aufgrund der geringen Änderungen auch keine Kommentare ergänzt)
Es ist wichtig hervorzuheben, dass die Abfragen aus ma_code/infrastructure/eval/queries/memgraph/queries/queries.txt geladen wird. Dort in einer anderen Datei sind einige der neuen Abfragen gespeichert.
## Publisher
ma_code/infrastructure/streaming/clients/pub/pub_cdm.py
Der Publisher wurde insofern editiert, als dass dieser mehrere Knoten und zugehörige Kanten in einer Nachricht versendet. (line 72 -74) (95-97)
Ermöglicht die Originale Version auszuwählen mittels Compose Original true.
## Subscriber
ma_code/infrastructure/streaming/clients/sub/memgraph
Die meisten Änderungen befinden sich bei den Einfügeoperationen.
Dabei wurden verschhiedene Varianten ausprobiert.
# Troubleshooting
## Gleiche Datenmenge in DB bekommen
Publisher Script angepasst. Es gibt im Publisher die Möglichkeit die Anzahl an Zeilen pro Datei zu bestimmen.
Für alle auf z.B. 5000. Führt dazu, dass an jeden Subscriber die gleiche Anzahl an Zeilen gesendet wird.
## Fehler ab 2.000.000 Knoten eingefügt
Bei zwei Millionen Knoten kam es zu einem Fehler wodurch eine Nachricht nicht eingefügt wurde.
Daraus entstanden Folgefehler, weshalb von 11.000.000 Knoten nur noch 2.500.000 eingefügt werden konnten.
Grund für den Fehler war, dass ein Zielknoten erst erstellt wurde, nachdem er bereits einmal gebraucht wurde.
Bei einfachem Stoppen nach einer Minute sind unterschiedliche viele Daten in den DBs.
-> Grund ist, dass wenn der Publisher fertig mit Übertragung ist, dass der SUbscriber die Connection zum Broker löscht
-> Fix durch keepalive im Connect zum Broker von XYZ (4) Stunden.
-> führte bei 100000 eingefügten Zeilen in Postgres dazu, dass keine Daten fehlen.
Lösung:
Kollisionen des Codes innerhalb von Nachrichten behandeln.
### Das Problem das ich unterschiedlich viele Daten in den DBs hatte lag:
1. an der Größe der Message Queue. Die war zu gering und dadurch wurden Nachrichten gedroppt. Ist mir erst aufgefallen, als ich die Ergebnisse mal in Excel gegenüber gestellt habe und das Diff ermittelt habe. Es gab tatäschlich Lücken zwischen dem Cadets Datensatz und dem was eingefügt wurde. Das Log vom Broker war der erste Anhaltspunkt wo man mal früher hatte reingucken müssen.
-> Jetzt ist die Queue so lange wie der Datensatz selbst... sollte für meine kleinen Versuche reichen. Bei 100.000 Nachrichten wird jedenfalls nichts mehr gedroppt und der RAM vom Broker war etwa 250 MB von 9 GB. Der gesamte Datensatz sind knapp 40.000.000 Zeilen/Nachrichten. Da ich eh nur ein Experiment erstmal für zwei Stunden laufen lasse müsste das reichen.
## Fehler ab 5.000.000
2. die Subscriber haben sich vom Broker disconnected, weil ich keine "keep-alive" Zeit eingerichtet habe, wenn der Publisher nicht mehr sendet. Da der Publisher so viel früher fertig war, kam es dazu, das sich die Subscriber ebenfalls disconnecten (weil keine neuen Nachrichten durch Publisher bekommen), obwohl noch Nachrichten zu inserten sind.
-> keepalive Zeit ist nun 4 Stunden... also Open End um die Experimente durchlaufen zu lassen
Bei fünf Millionen Knnoten kam es zu einem Fehler bei dem der zielknoten fehlter, dieser scheint entweder nciht erstellt worden zu sein, oder folgt ab 135 Knoten später.
3. fehlten in Postgres noch Kanten. Hab die nicht eingefügt, wodurch die Pfad Query nicht funktionieren konnte. Jetzt bekomme ich auch für die Pfad-Query ein Ergebnis in Postgres bzw das gleiche Ergebnis wie in den GraphDB.
Wurde nicht behandelt, Ansatz zur Lösung in der Bachelorarbeit zu sehen.
Wie groß ist der Diff zwischen der Zeit, wenn alle Daten in DB?
# Hinweise zur Eval
## Steps per Hand
### Charts erzeugen
1. Neuen Ordner in experiments anlegen
2. Zwei Unterordner "logs" und "dashboards" erzeugen
1. Link zu Grafana Dashboards exportieren (Dashboard teilen/veröffentlichen)
2. Query Logs aus Container Verzeichnissen kopieren
3. Im Verzeichnis charts/charts.ipynb den Pfad zum aktuellen Experiment-Verzeichnis anpassen.
###
\ No newline at end of file
Query Key,Start Time,Execution Time (ms),Total Time (s),Rows Fetched
count,1710591270.8877912,0,0.0014865398406982422,0
anc,1710591270.8908179,0,0.005742073059082031,0
desc,1710591270.8974924,0,0.0010139942169189453,0
path,1710591270.8993108,0,0.0016138553619384766,0
2-hop,1710591270.9022553,0,0.0011131763458251953,0
count,1710591571.2263496,0,0.012728452682495117,45785
anc,1710591571.2400577,0,0.031456947326660156,0
desc,1710591571.2723775,0,2.668134927749634,35145
path,1710591573.9458957,0,0.07141375541687012,1
2-hop,1710591574.0197537,467.697,6.560243129730225,3888
count,1710591880.9024947,0,0.01596999168395996,93221
anc,1710591880.919649,0,0.0533292293548584,0
desc,1710591880.9741495,0,7.153341293334961,68729
path,1710591888.1369472,0,0.1430039405822754,1
2-hop,1710591888.2833276,528.264,24.785332918167114,8452
count,1710592213.392922,0,0.022811174392700195,144309
anc,1710592213.4179728,64.931,0.11970806121826172,0
desc,1710592213.5401154,54.348,13.788593530654907,107744
path,1710592227.3430037,0,0.30988478660583496,1
2-hop,1710592227.655494,752.658,63.942139625549316,12787
count,1710592591.929578,0,0.04328799247741699,202634
anc,1710592591.9751618,52.308,0.1440105438232422,0
desc,1710592592.121703,54.289,17.33396053314209,148843
path,1710592609.471755,37.664,0.439847469329834,1
2-hop,1710592609.9150054,814.201,126.82920670509338,18341
count,1710593037.0715086,0,0.05649709701538086,271374
anc,1710593037.1288464,51.813,0.17757844924926758,0
desc,1710593037.30854,61.621,28.213970184326172,200408
path,1710593065.5513992,34.334,0.6617944240570068,1
2-hop,1710593066.2154968,829.293,225.6873037815094,24342
count,1710593592.2264118,0,0.06835556030273438,357363
anc,1710593592.2996316,68.905,0.3064115047454834,0
desc,1710593592.60932,49.252,32.49778866767883,263260
path,1710593625.1416073,30.947,1.1865298748016357,1
2-hop,1710593626.3302312,744.968,390.6321461200714,31852
count,1710594317.3000872,0,0.08745503425598145,470022
anc,1710594317.3909633,914.112,0.5596609115600586,0
desc,1710594317.9529011,54.868,46.346380949020386,346385
path,1710594364.3312125,42.293,1.834364414215088,1
2-hop,1710594366.1669245,849.911,612.993745803833,42021
count,1710595279.494151,0,0.17528200149536133,619743
anc,1710595279.6727884,943.169,0.6836330890655518,0
desc,1710595280.3582654,52.351,117.14098381996155,244982
path,1710595397.5609524,32.343,2.315889596939087,1
2-hop,1710595399.8793342,765.104,1430.9471180438995,59263
2024-03-16 12:14:30,868 - INFO - Starting...
2024-03-16 12:14:30,886 - INFO - Connected to db postgres at postgres:5432
2024-03-16 12:14:30,889 - INFO - Results of 'count' query:
2024-03-16 12:14:30,890 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 12:14:30,890 - INFO - Python Query execution time for 'count': 0.0015 s
2024-03-16 12:14:30,890 - INFO - Rows fetched for 'count': 0
2024-03-16 12:14:30,896 - INFO - Results of 'anc' query:
2024-03-16 12:14:30,896 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 12:14:30,897 - INFO - Python Query execution time for 'anc': 0.0057 s
2024-03-16 12:14:30,897 - INFO - Rows fetched for 'anc': 0
2024-03-16 12:14:30,898 - INFO - Results of 'desc' query:
2024-03-16 12:14:30,898 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 12:14:30,899 - INFO - Python Query execution time for 'desc': 0.0010 s
2024-03-16 12:14:30,899 - INFO - Rows fetched for 'desc': 0
2024-03-16 12:14:30,901 - INFO - Results of 'path' query:
2024-03-16 12:14:30,901 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 12:14:30,901 - INFO - Python Query execution time for 'path': 0.0016 s
2024-03-16 12:14:30,901 - INFO - Rows fetched for 'path': 0
2024-03-16 12:14:30,903 - INFO - Results of '2-hop' query:
2024-03-16 12:14:30,903 - INFO - DBMS Query execution time for '2-hop': 0.0000 ms
2024-03-16 12:14:30,904 - INFO - Python Query execution time for '2-hop': 0.0011 s
2024-03-16 12:14:30,904 - INFO - Rows fetched for '2-hop': 0
2024-03-16 12:19:31,223 - INFO - Connected to db postgres at postgres:5432
2024-03-16 12:19:31,239 - INFO - Results of 'count' query:
2024-03-16 12:19:31,239 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 12:19:31,239 - INFO - Python Query execution time for 'count': 0.0127 s
2024-03-16 12:19:31,239 - INFO - Rows fetched for 'count': 45785
2024-03-16 12:19:31,271 - INFO - Results of 'anc' query:
2024-03-16 12:19:31,271 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 12:19:31,272 - INFO - Python Query execution time for 'anc': 0.0315 s
2024-03-16 12:19:31,272 - INFO - Rows fetched for 'anc': 0
2024-03-16 12:19:33,940 - INFO - Results of 'desc' query:
2024-03-16 12:19:33,943 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 12:19:33,945 - INFO - Python Query execution time for 'desc': 2.6681 s
2024-03-16 12:19:33,945 - INFO - Rows fetched for 'desc': 35145
2024-03-16 12:19:34,017 - INFO - Results of 'path' query:
2024-03-16 12:19:34,017 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 12:19:34,018 - INFO - Python Query execution time for 'path': 0.0714 s
2024-03-16 12:19:34,019 - INFO - Rows fetched for 'path': 1
2024-03-16 12:19:40,580 - INFO - Results of '2-hop' query:
2024-03-16 12:19:40,580 - INFO - DBMS Query execution time for '2-hop': 467.6970 ms
2024-03-16 12:19:40,580 - INFO - Python Query execution time for '2-hop': 6.5602 s
2024-03-16 12:19:40,581 - INFO - Rows fetched for '2-hop': 3888
2024-03-16 12:24:40,900 - INFO - Connected to db postgres at postgres:5432
2024-03-16 12:24:40,918 - INFO - Results of 'count' query:
2024-03-16 12:24:40,919 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 12:24:40,919 - INFO - Python Query execution time for 'count': 0.0160 s
2024-03-16 12:24:40,919 - INFO - Rows fetched for 'count': 93221
2024-03-16 12:24:40,973 - INFO - Results of 'anc' query:
2024-03-16 12:24:40,973 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 12:24:40,973 - INFO - Python Query execution time for 'anc': 0.0533 s
2024-03-16 12:24:40,973 - INFO - Rows fetched for 'anc': 0
2024-03-16 12:24:48,127 - INFO - Results of 'desc' query:
2024-03-16 12:24:48,134 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 12:24:48,136 - INFO - Python Query execution time for 'desc': 7.1533 s
2024-03-16 12:24:48,136 - INFO - Rows fetched for 'desc': 68729
2024-03-16 12:24:48,280 - INFO - Results of 'path' query:
2024-03-16 12:24:48,281 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 12:24:48,282 - INFO - Python Query execution time for 'path': 0.1430 s
2024-03-16 12:24:48,283 - INFO - Rows fetched for 'path': 1
2024-03-16 12:25:13,069 - INFO - Results of '2-hop' query:
2024-03-16 12:25:13,069 - INFO - DBMS Query execution time for '2-hop': 528.2640 ms
2024-03-16 12:25:13,069 - INFO - Python Query execution time for '2-hop': 24.7853 s
2024-03-16 12:25:13,069 - INFO - Rows fetched for '2-hop': 8452
2024-03-16 12:30:13,389 - INFO - Connected to db postgres at postgres:5432
2024-03-16 12:30:13,415 - INFO - Results of 'count' query:
2024-03-16 12:30:13,417 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 12:30:13,417 - INFO - Python Query execution time for 'count': 0.0228 s
2024-03-16 12:30:13,417 - INFO - Rows fetched for 'count': 144309
2024-03-16 12:30:13,537 - INFO - Results of 'anc' query:
2024-03-16 12:30:13,539 - INFO - DBMS Query execution time for 'anc': 64.9310 ms
2024-03-16 12:30:13,539 - INFO - Python Query execution time for 'anc': 0.1197 s
2024-03-16 12:30:13,539 - INFO - Rows fetched for 'anc': 0
2024-03-16 12:30:27,328 - INFO - Results of 'desc' query:
2024-03-16 12:30:27,340 - INFO - DBMS Query execution time for 'desc': 54.3480 ms
2024-03-16 12:30:27,341 - INFO - Python Query execution time for 'desc': 13.7886 s
2024-03-16 12:30:27,342 - INFO - Rows fetched for 'desc': 107744
2024-03-16 12:30:27,653 - INFO - Results of 'path' query:
2024-03-16 12:30:27,653 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 12:30:27,654 - INFO - Python Query execution time for 'path': 0.3099 s
2024-03-16 12:30:27,655 - INFO - Rows fetched for 'path': 1
2024-03-16 12:31:31,597 - INFO - Results of '2-hop' query:
2024-03-16 12:31:31,598 - INFO - DBMS Query execution time for '2-hop': 752.6580 ms
2024-03-16 12:31:31,598 - INFO - Python Query execution time for '2-hop': 63.9421 s
2024-03-16 12:31:31,598 - INFO - Rows fetched for '2-hop': 12787
2024-03-16 12:36:31,926 - INFO - Connected to db postgres at postgres:5432
2024-03-16 12:36:31,972 - INFO - Results of 'count' query:
2024-03-16 12:36:31,973 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 12:36:31,973 - INFO - Python Query execution time for 'count': 0.0433 s
2024-03-16 12:36:31,973 - INFO - Rows fetched for 'count': 202634
2024-03-16 12:36:32,119 - INFO - Results of 'anc' query:
2024-03-16 12:36:32,121 - INFO - DBMS Query execution time for 'anc': 52.3080 ms
2024-03-16 12:36:32,121 - INFO - Python Query execution time for 'anc': 0.1440 s
2024-03-16 12:36:32,121 - INFO - Rows fetched for 'anc': 0
2024-03-16 12:36:49,456 - INFO - Results of 'desc' query:
2024-03-16 12:36:49,469 - INFO - DBMS Query execution time for 'desc': 54.2890 ms
2024-03-16 12:36:49,470 - INFO - Python Query execution time for 'desc': 17.3340 s
2024-03-16 12:36:49,471 - INFO - Rows fetched for 'desc': 148843
2024-03-16 12:36:49,911 - INFO - Results of 'path' query:
2024-03-16 12:36:49,914 - INFO - DBMS Query execution time for 'path': 37.6640 ms
2024-03-16 12:36:49,914 - INFO - Python Query execution time for 'path': 0.4398 s
2024-03-16 12:36:49,914 - INFO - Rows fetched for 'path': 1
2024-03-16 12:38:56,744 - INFO - Results of '2-hop' query:
2024-03-16 12:38:56,744 - INFO - DBMS Query execution time for '2-hop': 814.2010 ms
2024-03-16 12:38:56,745 - INFO - Python Query execution time for '2-hop': 126.8292 s
2024-03-16 12:38:56,746 - INFO - Rows fetched for '2-hop': 18341
2024-03-16 12:43:57,068 - INFO - Connected to db postgres at postgres:5432
2024-03-16 12:43:57,128 - INFO - Results of 'count' query:
2024-03-16 12:43:57,128 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 12:43:57,128 - INFO - Python Query execution time for 'count': 0.0565 s
2024-03-16 12:43:57,128 - INFO - Rows fetched for 'count': 271374
2024-03-16 12:43:57,306 - INFO - Results of 'anc' query:
2024-03-16 12:43:57,307 - INFO - DBMS Query execution time for 'anc': 51.8130 ms
2024-03-16 12:43:57,307 - INFO - Python Query execution time for 'anc': 0.1776 s
2024-03-16 12:43:57,307 - INFO - Rows fetched for 'anc': 0
2024-03-16 12:44:25,522 - INFO - Results of 'desc' query:
2024-03-16 12:44:25,549 - INFO - DBMS Query execution time for 'desc': 61.6210 ms
2024-03-16 12:44:25,551 - INFO - Python Query execution time for 'desc': 28.2140 s
2024-03-16 12:44:25,551 - INFO - Rows fetched for 'desc': 200408
2024-03-16 12:44:26,213 - INFO - Results of 'path' query:
2024-03-16 12:44:26,213 - INFO - DBMS Query execution time for 'path': 34.3340 ms
2024-03-16 12:44:26,213 - INFO - Python Query execution time for 'path': 0.6618 s
2024-03-16 12:44:26,214 - INFO - Rows fetched for 'path': 1
2024-03-16 12:48:11,902 - INFO - Results of '2-hop' query:
2024-03-16 12:48:11,903 - INFO - DBMS Query execution time for '2-hop': 829.2930 ms
2024-03-16 12:48:11,904 - INFO - Python Query execution time for '2-hop': 225.6873 s
2024-03-16 12:48:11,904 - INFO - Rows fetched for '2-hop': 24342
2024-03-16 12:53:12,224 - INFO - Connected to db postgres at postgres:5432
2024-03-16 12:53:12,294 - INFO - Results of 'count' query:
2024-03-16 12:53:12,297 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 12:53:12,298 - INFO - Python Query execution time for 'count': 0.0684 s
2024-03-16 12:53:12,299 - INFO - Rows fetched for 'count': 357363
2024-03-16 12:53:12,606 - INFO - Results of 'anc' query:
2024-03-16 12:53:12,607 - INFO - DBMS Query execution time for 'anc': 68.9050 ms
2024-03-16 12:53:12,607 - INFO - Python Query execution time for 'anc': 0.3064 s
2024-03-16 12:53:12,607 - INFO - Rows fetched for 'anc': 0
2024-03-16 12:53:45,107 - INFO - Results of 'desc' query:
2024-03-16 12:53:45,139 - INFO - DBMS Query execution time for 'desc': 49.2520 ms
2024-03-16 12:53:45,140 - INFO - Python Query execution time for 'desc': 32.4978 s
2024-03-16 12:53:45,141 - INFO - Rows fetched for 'desc': 263260
2024-03-16 12:53:46,328 - INFO - Results of 'path' query:
2024-03-16 12:53:46,329 - INFO - DBMS Query execution time for 'path': 30.9470 ms
2024-03-16 12:53:46,329 - INFO - Python Query execution time for 'path': 1.1865 s
2024-03-16 12:53:46,330 - INFO - Rows fetched for 'path': 1
2024-03-16 13:00:16,962 - INFO - Results of '2-hop' query:
2024-03-16 13:00:16,963 - INFO - DBMS Query execution time for '2-hop': 744.9680 ms
2024-03-16 13:00:16,963 - INFO - Python Query execution time for '2-hop': 390.6321 s
2024-03-16 13:00:16,965 - INFO - Rows fetched for '2-hop': 31852
2024-03-16 13:05:17,297 - INFO - Connected to db postgres at postgres:5432
2024-03-16 13:05:17,387 - INFO - Results of 'count' query:
2024-03-16 13:05:17,388 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 13:05:17,389 - INFO - Python Query execution time for 'count': 0.0875 s
2024-03-16 13:05:17,390 - INFO - Rows fetched for 'count': 470022
2024-03-16 13:05:17,950 - INFO - Results of 'anc' query:
2024-03-16 13:05:17,951 - INFO - DBMS Query execution time for 'anc': 914.1120 ms
2024-03-16 13:05:17,952 - INFO - Python Query execution time for 'anc': 0.5597 s
2024-03-16 13:05:17,952 - INFO - Rows fetched for 'anc': 0
2024-03-16 13:06:04,299 - INFO - Results of 'desc' query:
2024-03-16 13:06:04,329 - INFO - DBMS Query execution time for 'desc': 54.8680 ms
2024-03-16 13:06:04,330 - INFO - Python Query execution time for 'desc': 46.3464 s
2024-03-16 13:06:04,331 - INFO - Rows fetched for 'desc': 346385
2024-03-16 13:06:06,165 - INFO - Results of 'path' query:
2024-03-16 13:06:06,166 - INFO - DBMS Query execution time for 'path': 42.2930 ms
2024-03-16 13:06:06,166 - INFO - Python Query execution time for 'path': 1.8344 s
2024-03-16 13:06:06,166 - INFO - Rows fetched for 'path': 1
2024-03-16 13:16:19,160 - INFO - Results of '2-hop' query:
2024-03-16 13:16:19,162 - INFO - DBMS Query execution time for '2-hop': 849.9110 ms
2024-03-16 13:16:19,162 - INFO - Python Query execution time for '2-hop': 612.9937 s
2024-03-16 13:16:19,162 - INFO - Rows fetched for '2-hop': 42021
2024-03-16 13:21:19,490 - INFO - Connected to db postgres at postgres:5432
2024-03-16 13:21:19,669 - INFO - Results of 'count' query:
2024-03-16 13:21:19,670 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 13:21:19,671 - INFO - Python Query execution time for 'count': 0.1753 s
2024-03-16 13:21:19,671 - INFO - Rows fetched for 'count': 619743
2024-03-16 13:21:20,356 - INFO - Results of 'anc' query:
2024-03-16 13:21:20,357 - INFO - DBMS Query execution time for 'anc': 943.1690 ms
2024-03-16 13:21:20,357 - INFO - Python Query execution time for 'anc': 0.6836 s
2024-03-16 13:21:20,357 - INFO - Rows fetched for 'anc': 0
2024-03-16 13:23:17,499 - INFO - Results of 'desc' query:
2024-03-16 13:23:17,558 - INFO - DBMS Query execution time for 'desc': 52.3510 ms
2024-03-16 13:23:17,560 - INFO - Python Query execution time for 'desc': 117.1410 s
2024-03-16 13:23:17,560 - INFO - Rows fetched for 'desc': 244982
2024-03-16 13:23:19,877 - INFO - Results of 'path' query:
2024-03-16 13:23:19,877 - INFO - DBMS Query execution time for 'path': 32.3430 ms
2024-03-16 13:23:19,877 - INFO - Python Query execution time for 'path': 2.3159 s
2024-03-16 13:23:19,877 - INFO - Rows fetched for 'path': 1
2024-03-16 13:47:10,826 - INFO - Results of '2-hop' query:
2024-03-16 13:47:10,841 - INFO - DBMS Query execution time for '2-hop': 765.1040 ms
2024-03-16 13:47:10,842 - INFO - Python Query execution time for '2-hop': 1430.9471 s
2024-03-16 13:47:10,843 - INFO - Rows fetched for '2-hop': 59263
2024-03-16 13:52:11,168 - INFO - Connected to db postgres at postgres:5432
2024-03-16 13:52:11,454 - INFO - Results of 'count' query:
2024-03-16 13:52:11,455 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 13:52:11,455 - INFO - Python Query execution time for 'count': 0.2820 s
2024-03-16 13:52:11,455 - INFO - Rows fetched for 'count': 908213
2024-03-16 13:52:12,447 - INFO - Results of 'anc' query:
2024-03-16 13:52:12,448 - INFO - DBMS Query execution time for 'anc': 1107.0100 ms
2024-03-16 13:52:12,448 - INFO - Python Query execution time for 'anc': 0.9909 s
2024-03-16 13:52:12,448 - INFO - Rows fetched for 'anc': 0
2024-03-16 13:56:17,298 - INFO - Results of 'desc' query:
2024-03-16 13:56:17,440 - INFO - DBMS Query execution time for 'desc': 938.5260 ms
2024-03-16 13:56:17,446 - INFO - Python Query execution time for 'desc': 244.8479 s
2024-03-16 13:56:17,446 - INFO - Rows fetched for 'desc': 531658
2024-03-16 13:56:21,646 - INFO - Results of 'path' query:
2024-03-16 13:56:21,647 - INFO - DBMS Query execution time for 'path': 673.9110 ms
2024-03-16 13:56:21,647 - INFO - Python Query execution time for 'path': 4.1983 s
2024-03-16 13:56:21,647 - INFO - Rows fetched for 'path': 1
Query Key,Start Time,Execution Time (ms),Total Time (s),Rows Fetched
count,1710600884.5850751,0,0.0013217926025390625,0
anc,1710600884.5884173,0,0.0038080215454101562,0
desc,1710600884.5937123,0,0.0009567737579345703,0
path,1710600884.5959156,0,0.001734018325805664,0
2-hop,1710600884.5987918,0,0.0011458396911621094,0
count,1710601184.9303858,0,0.010769844055175781,46408
anc,1710601184.9436462,0,0.03023386001586914,0
desc,1710601184.9762745,0,2.8120217323303223,35716
path,1710601187.7947106,0,0.08468008041381836,1
2-hop,1710601187.881398,454.836,7.656355619430542,3959
count,1710601495.8614292,0,0.022796630859375,93801
anc,1710601495.8864818,0,0.03814983367919922,0
desc,1710601495.9264145,0,7.019975900650024,69206
path,1710601502.9551015,0,0.1751999855041504,1
2-hop,1710601503.1320262,584.297,25.96463942527771,8490
count,1710601829.419434,0,0.028583526611328125,145015
anc,1710601829.4498384,54.223,0.11298942565917969,0
desc,1710601829.5661755,58.515,13.736633539199829,108294
path,1710601843.3155048,0,0.30548906326293945,1
2-hop,1710601843.6228406,808.079,59.8708119392395,12794
count,1710602203.8229387,0,0.04610705375671387,203220
anc,1710602203.8714902,48.289,0.11803054809570312,0
desc,1710602203.9920106,58.926,16.857179641723633,149109
path,1710602220.8714893,40.752,0.41366004943847656,1
2-hop,1710602221.2865353,761.392,120.3433313369751,18342
count,1710602641.960214,0,0.05009961128234863,271432
anc,1710602642.012129,52.082,0.14000558853149414,0
desc,1710602642.1542163,61.449,26.97421169281006,200435
path,1710602669.1551206,30.424,0.5891082286834717,1
2-hop,1710602669.7454748,749.474,211.0756959915161,24342
count,1710603181.1499572,0,0.05243277549743652,355577
anc,1710603181.2058053,53.553,0.2365736961364746,0
desc,1710603181.4441009,52.14,31.652689456939697,261038
path,1710603213.1245818,43.884,1.184225082397461,1
2-hop,1710603214.3113608,883.043,358.75581192970276,31656
count,1710603873.390989,0,0.07018899917602539,463940
anc,1710603873.4633844,1038.214,0.6319079399108887,0
desc,1710603874.0974193,57.141,45.651275634765625,339315
path,1710603919.786374,39.241,1.8190150260925293,1
2-hop,1710603921.6079443,810.34,617.0920100212097,41489
count,1710604839.026438,0,0.19959235191345215,615252
anc,1710604839.2282972,916.684,0.6544346809387207,0
desc,1710604839.884675,53.933,110.51965475082397,236412
path,1710604950.4693696,42.351,2.3330941200256348,1
2-hop,1710604952.805086,756.053,1498.435224533081,58398
2024-03-16 14:54:44,558 - INFO - Starting...
2024-03-16 14:54:44,583 - INFO - Connected to db postgres at postgres:5432
2024-03-16 14:54:44,586 - INFO - Results of 'count' query:
2024-03-16 14:54:44,587 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 14:54:44,587 - INFO - Python Query execution time for 'count': 0.0013 s
2024-03-16 14:54:44,588 - INFO - Rows fetched for 'count': 0
2024-03-16 14:54:44,592 - INFO - Results of 'anc' query:
2024-03-16 14:54:44,592 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 14:54:44,592 - INFO - Python Query execution time for 'anc': 0.0038 s
2024-03-16 14:54:44,593 - INFO - Rows fetched for 'anc': 0
2024-03-16 14:54:44,594 - INFO - Results of 'desc' query:
2024-03-16 14:54:44,595 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 14:54:44,595 - INFO - Python Query execution time for 'desc': 0.0010 s
2024-03-16 14:54:44,595 - INFO - Rows fetched for 'desc': 0
2024-03-16 14:54:44,597 - INFO - Results of 'path' query:
2024-03-16 14:54:44,598 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 14:54:44,598 - INFO - Python Query execution time for 'path': 0.0017 s
2024-03-16 14:54:44,598 - INFO - Rows fetched for 'path': 0
2024-03-16 14:54:44,600 - INFO - Results of '2-hop' query:
2024-03-16 14:54:44,600 - INFO - DBMS Query execution time for '2-hop': 0.0000 ms
2024-03-16 14:54:44,600 - INFO - Python Query execution time for '2-hop': 0.0011 s
2024-03-16 14:54:44,600 - INFO - Rows fetched for '2-hop': 0
2024-03-16 14:59:44,926 - INFO - Connected to db postgres at postgres:5432
2024-03-16 14:59:44,941 - INFO - Results of 'count' query:
2024-03-16 14:59:44,942 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 14:59:44,943 - INFO - Python Query execution time for 'count': 0.0108 s
2024-03-16 14:59:44,943 - INFO - Rows fetched for 'count': 46408
2024-03-16 14:59:44,974 - INFO - Results of 'anc' query:
2024-03-16 14:59:44,975 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 14:59:44,975 - INFO - Python Query execution time for 'anc': 0.0302 s
2024-03-16 14:59:44,975 - INFO - Rows fetched for 'anc': 0
2024-03-16 14:59:47,788 - INFO - Results of 'desc' query:
2024-03-16 14:59:47,791 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 14:59:47,792 - INFO - Python Query execution time for 'desc': 2.8120 s
2024-03-16 14:59:47,793 - INFO - Rows fetched for 'desc': 35716
2024-03-16 14:59:47,879 - INFO - Results of 'path' query:
2024-03-16 14:59:47,880 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 14:59:47,880 - INFO - Python Query execution time for 'path': 0.0847 s
2024-03-16 14:59:47,881 - INFO - Rows fetched for 'path': 1
2024-03-16 14:59:55,537 - INFO - Results of '2-hop' query:
2024-03-16 14:59:55,538 - INFO - DBMS Query execution time for '2-hop': 454.8360 ms
2024-03-16 14:59:55,539 - INFO - Python Query execution time for '2-hop': 7.6564 s
2024-03-16 14:59:55,539 - INFO - Rows fetched for '2-hop': 3959
2024-03-16 15:04:55,858 - INFO - Connected to db postgres at postgres:5432
2024-03-16 15:04:55,884 - INFO - Results of 'count' query:
2024-03-16 15:04:55,884 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 15:04:55,885 - INFO - Python Query execution time for 'count': 0.0228 s
2024-03-16 15:04:55,886 - INFO - Rows fetched for 'count': 93801
2024-03-16 15:04:55,924 - INFO - Results of 'anc' query:
2024-03-16 15:04:55,925 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 15:04:55,925 - INFO - Python Query execution time for 'anc': 0.0381 s
2024-03-16 15:04:55,925 - INFO - Rows fetched for 'anc': 0
2024-03-16 15:05:02,946 - INFO - Results of 'desc' query:
2024-03-16 15:05:02,952 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 15:05:02,954 - INFO - Python Query execution time for 'desc': 7.0200 s
2024-03-16 15:05:02,954 - INFO - Rows fetched for 'desc': 69206
2024-03-16 15:05:03,130 - INFO - Results of 'path' query:
2024-03-16 15:05:03,130 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 15:05:03,131 - INFO - Python Query execution time for 'path': 0.1752 s
2024-03-16 15:05:03,131 - INFO - Rows fetched for 'path': 1
2024-03-16 15:05:29,096 - INFO - Results of '2-hop' query:
2024-03-16 15:05:29,097 - INFO - DBMS Query execution time for '2-hop': 584.2970 ms
2024-03-16 15:05:29,097 - INFO - Python Query execution time for '2-hop': 25.9646 s
2024-03-16 15:05:29,097 - INFO - Rows fetched for '2-hop': 8490
2024-03-16 15:10:29,417 - INFO - Connected to db postgres at postgres:5432
2024-03-16 15:10:29,448 - INFO - Results of 'count' query:
2024-03-16 15:10:29,449 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 15:10:29,449 - INFO - Python Query execution time for 'count': 0.0286 s
2024-03-16 15:10:29,449 - INFO - Rows fetched for 'count': 145015
2024-03-16 15:10:29,563 - INFO - Results of 'anc' query:
2024-03-16 15:10:29,564 - INFO - DBMS Query execution time for 'anc': 54.2230 ms
2024-03-16 15:10:29,564 - INFO - Python Query execution time for 'anc': 0.1130 s
2024-03-16 15:10:29,565 - INFO - Rows fetched for 'anc': 0
2024-03-16 15:10:43,302 - INFO - Results of 'desc' query:
2024-03-16 15:10:43,313 - INFO - DBMS Query execution time for 'desc': 58.5150 ms
2024-03-16 15:10:43,314 - INFO - Python Query execution time for 'desc': 13.7366 s
2024-03-16 15:10:43,315 - INFO - Rows fetched for 'desc': 108294
2024-03-16 15:10:43,621 - INFO - Results of 'path' query:
2024-03-16 15:10:43,621 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 15:10:43,621 - INFO - Python Query execution time for 'path': 0.3055 s
2024-03-16 15:10:43,622 - INFO - Rows fetched for 'path': 1
2024-03-16 15:11:43,493 - INFO - Results of '2-hop' query:
2024-03-16 15:11:43,494 - INFO - DBMS Query execution time for '2-hop': 808.0790 ms
2024-03-16 15:11:43,494 - INFO - Python Query execution time for '2-hop': 59.8708 s
2024-03-16 15:11:43,495 - INFO - Rows fetched for '2-hop': 12794
2024-03-16 15:16:43,820 - INFO - Connected to db postgres at postgres:5432
2024-03-16 15:16:43,869 - INFO - Results of 'count' query:
2024-03-16 15:16:43,869 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 15:16:43,869 - INFO - Python Query execution time for 'count': 0.0461 s
2024-03-16 15:16:43,870 - INFO - Rows fetched for 'count': 203220
2024-03-16 15:16:43,989 - INFO - Results of 'anc' query:
2024-03-16 15:16:43,990 - INFO - DBMS Query execution time for 'anc': 48.2890 ms
2024-03-16 15:16:43,991 - INFO - Python Query execution time for 'anc': 0.1180 s
2024-03-16 15:16:43,991 - INFO - Rows fetched for 'anc': 0
2024-03-16 15:17:00,849 - INFO - Results of 'desc' query:
2024-03-16 15:17:00,869 - INFO - DBMS Query execution time for 'desc': 58.9260 ms
2024-03-16 15:17:00,870 - INFO - Python Query execution time for 'desc': 16.8572 s
2024-03-16 15:17:00,871 - INFO - Rows fetched for 'desc': 149109
2024-03-16 15:17:01,285 - INFO - Results of 'path' query:
2024-03-16 15:17:01,285 - INFO - DBMS Query execution time for 'path': 40.7520 ms
2024-03-16 15:17:01,286 - INFO - Python Query execution time for 'path': 0.4137 s
2024-03-16 15:17:01,286 - INFO - Rows fetched for 'path': 1
2024-03-16 15:19:01,630 - INFO - Results of '2-hop' query:
2024-03-16 15:19:01,630 - INFO - DBMS Query execution time for '2-hop': 761.3920 ms
2024-03-16 15:19:01,631 - INFO - Python Query execution time for '2-hop': 120.3433 s
2024-03-16 15:19:01,631 - INFO - Rows fetched for '2-hop': 18342
2024-03-16 15:24:01,957 - INFO - Connected to db postgres at postgres:5432
2024-03-16 15:24:02,010 - INFO - Results of 'count' query:
2024-03-16 15:24:02,011 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 15:24:02,011 - INFO - Python Query execution time for 'count': 0.0501 s
2024-03-16 15:24:02,011 - INFO - Rows fetched for 'count': 271432
2024-03-16 15:24:02,152 - INFO - Results of 'anc' query:
2024-03-16 15:24:02,153 - INFO - DBMS Query execution time for 'anc': 52.0820 ms
2024-03-16 15:24:02,153 - INFO - Python Query execution time for 'anc': 0.1400 s
2024-03-16 15:24:02,153 - INFO - Rows fetched for 'anc': 0
2024-03-16 15:24:29,128 - INFO - Results of 'desc' query:
2024-03-16 15:24:29,148 - INFO - DBMS Query execution time for 'desc': 61.4490 ms
2024-03-16 15:24:29,154 - INFO - Python Query execution time for 'desc': 26.9742 s
2024-03-16 15:24:29,154 - INFO - Rows fetched for 'desc': 200435
2024-03-16 15:24:29,744 - INFO - Results of 'path' query:
2024-03-16 15:24:29,744 - INFO - DBMS Query execution time for 'path': 30.4240 ms
2024-03-16 15:24:29,745 - INFO - Python Query execution time for 'path': 0.5891 s
2024-03-16 15:24:29,745 - INFO - Rows fetched for 'path': 1
2024-03-16 15:28:00,821 - INFO - Results of '2-hop' query:
2024-03-16 15:28:00,822 - INFO - DBMS Query execution time for '2-hop': 749.4740 ms
2024-03-16 15:28:00,822 - INFO - Python Query execution time for '2-hop': 211.0757 s
2024-03-16 15:28:00,822 - INFO - Rows fetched for '2-hop': 24342
2024-03-16 15:33:01,146 - INFO - Connected to db postgres at postgres:5432
2024-03-16 15:33:01,202 - INFO - Results of 'count' query:
2024-03-16 15:33:01,203 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 15:33:01,203 - INFO - Python Query execution time for 'count': 0.0524 s
2024-03-16 15:33:01,204 - INFO - Rows fetched for 'count': 355577
2024-03-16 15:33:01,442 - INFO - Results of 'anc' query:
2024-03-16 15:33:01,443 - INFO - DBMS Query execution time for 'anc': 53.5530 ms
2024-03-16 15:33:01,443 - INFO - Python Query execution time for 'anc': 0.2366 s
2024-03-16 15:33:01,443 - INFO - Rows fetched for 'anc': 0
2024-03-16 15:33:33,096 - INFO - Results of 'desc' query:
2024-03-16 15:33:33,122 - INFO - DBMS Query execution time for 'desc': 52.1400 ms
2024-03-16 15:33:33,124 - INFO - Python Query execution time for 'desc': 31.6527 s
2024-03-16 15:33:33,124 - INFO - Rows fetched for 'desc': 261038
2024-03-16 15:33:34,309 - INFO - Results of 'path' query:
2024-03-16 15:33:34,309 - INFO - DBMS Query execution time for 'path': 43.8840 ms
2024-03-16 15:33:34,309 - INFO - Python Query execution time for 'path': 1.1842 s
2024-03-16 15:33:34,309 - INFO - Rows fetched for 'path': 1
2024-03-16 15:39:33,067 - INFO - Results of '2-hop' query:
2024-03-16 15:39:33,068 - INFO - DBMS Query execution time for '2-hop': 883.0430 ms
2024-03-16 15:39:33,068 - INFO - Python Query execution time for '2-hop': 358.7558 s
2024-03-16 15:39:33,069 - INFO - Rows fetched for '2-hop': 31656
2024-03-16 15:44:33,388 - INFO - Connected to db postgres at postgres:5432
2024-03-16 15:44:33,461 - INFO - Results of 'count' query:
2024-03-16 15:44:33,461 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 15:44:33,461 - INFO - Python Query execution time for 'count': 0.0702 s
2024-03-16 15:44:33,463 - INFO - Rows fetched for 'count': 463940
2024-03-16 15:44:34,095 - INFO - Results of 'anc' query:
2024-03-16 15:44:34,096 - INFO - DBMS Query execution time for 'anc': 1038.2140 ms
2024-03-16 15:44:34,096 - INFO - Python Query execution time for 'anc': 0.6319 s
2024-03-16 15:44:34,097 - INFO - Rows fetched for 'anc': 0
2024-03-16 15:45:19,749 - INFO - Results of 'desc' query:
2024-03-16 15:45:19,784 - INFO - DBMS Query execution time for 'desc': 57.1410 ms
2024-03-16 15:45:19,785 - INFO - Python Query execution time for 'desc': 45.6513 s
2024-03-16 15:45:19,786 - INFO - Rows fetched for 'desc': 339315
2024-03-16 15:45:21,605 - INFO - Results of 'path' query:
2024-03-16 15:45:21,605 - INFO - DBMS Query execution time for 'path': 39.2410 ms
2024-03-16 15:45:21,606 - INFO - Python Query execution time for 'path': 1.8190 s
2024-03-16 15:45:21,607 - INFO - Rows fetched for 'path': 1
2024-03-16 15:55:38,700 - INFO - Results of '2-hop' query:
2024-03-16 15:55:38,701 - INFO - DBMS Query execution time for '2-hop': 810.3400 ms
2024-03-16 15:55:38,702 - INFO - Python Query execution time for '2-hop': 617.0920 s
2024-03-16 15:55:38,703 - INFO - Rows fetched for '2-hop': 41489
2024-03-16 16:00:39,023 - INFO - Connected to db postgres at postgres:5432
2024-03-16 16:00:39,226 - INFO - Results of 'count' query:
2024-03-16 16:00:39,226 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 16:00:39,226 - INFO - Python Query execution time for 'count': 0.1996 s
2024-03-16 16:00:39,228 - INFO - Rows fetched for 'count': 615252
2024-03-16 16:00:39,883 - INFO - Results of 'anc' query:
2024-03-16 16:00:39,883 - INFO - DBMS Query execution time for 'anc': 916.6840 ms
2024-03-16 16:00:39,883 - INFO - Python Query execution time for 'anc': 0.6544 s
2024-03-16 16:00:39,884 - INFO - Rows fetched for 'anc': 0
2024-03-16 16:02:30,404 - INFO - Results of 'desc' query:
2024-03-16 16:02:30,465 - INFO - DBMS Query execution time for 'desc': 53.9330 ms
2024-03-16 16:02:30,468 - INFO - Python Query execution time for 'desc': 110.5197 s
2024-03-16 16:02:30,468 - INFO - Rows fetched for 'desc': 236412
2024-03-16 16:02:32,802 - INFO - Results of 'path' query:
2024-03-16 16:02:32,802 - INFO - DBMS Query execution time for 'path': 42.3510 ms
2024-03-16 16:02:32,803 - INFO - Python Query execution time for 'path': 2.3331 s
2024-03-16 16:02:32,804 - INFO - Rows fetched for 'path': 1
2024-03-16 16:27:31,240 - INFO - Results of '2-hop' query:
2024-03-16 16:27:31,255 - INFO - DBMS Query execution time for '2-hop': 756.0530 ms
2024-03-16 16:27:31,256 - INFO - Python Query execution time for '2-hop': 1498.4352 s
2024-03-16 16:27:31,257 - INFO - Rows fetched for '2-hop': 58398
2024-03-16 16:32:31,573 - INFO - Connected to db postgres at postgres:5432
2024-03-16 16:32:31,845 - INFO - Results of 'count' query:
2024-03-16 16:32:31,845 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 16:32:31,845 - INFO - Python Query execution time for 'count': 0.2678 s
2024-03-16 16:32:31,846 - INFO - Rows fetched for 'count': 910648
2024-03-16 16:32:32,774 - INFO - Results of 'anc' query:
2024-03-16 16:32:32,775 - INFO - DBMS Query execution time for 'anc': 928.3350 ms
2024-03-16 16:32:32,775 - INFO - Python Query execution time for 'anc': 0.9276 s
2024-03-16 16:32:32,775 - INFO - Rows fetched for 'anc': 0
2024-03-16 16:36:38,060 - INFO - Results of 'desc' query:
2024-03-16 16:36:38,213 - INFO - DBMS Query execution time for 'desc': 919.5260 ms
2024-03-16 16:36:38,221 - INFO - Python Query execution time for 'desc': 245.2841 s
2024-03-16 16:36:38,221 - INFO - Rows fetched for 'desc': 532246
2024-03-16 16:36:42,542 - INFO - Results of 'path' query:
2024-03-16 16:36:42,543 - INFO - DBMS Query execution time for 'path': 716.0510 ms
2024-03-16 16:36:42,543 - INFO - Python Query execution time for 'path': 4.3206 s
2024-03-16 16:36:42,544 - INFO - Rows fetched for 'path': 1
Query Key,Start Time,Execution Time (ms),Total Time (s),Rows Fetched
count,1710608534.3103437,0,0.0035352706909179688,0
anc,1710608534.3151436,0,0.0031461715698242188,0
desc,1710608534.3193989,0,0.0009927749633789062,0
path,1710608534.3213375,0,0.0014920234680175781,0
2-hop,1710608534.3236895,0,0.0011165142059326172,0
count,1710608834.6435437,0,0.011813640594482422,45641
anc,1710608834.6576512,0,0.03480648994445801,0
desc,1710608834.6940506,0,2.7350118160247803,35032
path,1710608837.433919,0,0.09186387062072754,1
2-hop,1710608837.5285645,397.125,6.310056447982788,3888
count,1710609144.162372,0,0.015635967254638672,92961
anc,1710609144.1813407,0,0.04393339157104492,0
desc,1710609144.2271836,0,6.945569276809692,68511
path,1710609151.1815553,0,0.20359134674072266,1
2-hop,1710609151.3875926,646.888,24.954203367233276,8392
count,1710609476.671293,0,0.023062705993652344,143817
anc,1710609476.6954033,51.368,0.10901474952697754,0
desc,1710609476.8062334,50.983,13.506531953811646,107546
path,1710609490.3256197,0,0.26828742027282715,1
2-hop,1710609490.5969048,869.424,57.7577440738678,12716
count,1710609848.6767218,0,0.03294777870178223,200807
anc,1710609848.711861,54.777,0.12116026878356934,0
desc,1710609848.8347805,61.3,16.832879543304443,147578
path,1710609865.685745,38.82,0.4514763355255127,1
2-hop,1710609866.1403306,871.14,114.49894666671753,18173
count,1710610280.9656692,0,0.04150986671447754,267210
anc,1710610281.0085042,46.951,0.11990809440612793,0
desc,1710610281.1308136,46.839,26.732417106628418,197262
path,1710610307.886765,37.722,0.5193431377410889,1
2-hop,1710610308.4083014,852.967,197.42200922966003,23954
count,1710610806.1490028,0,0.05507087707519531,348112
anc,1710610806.2059917,58.22,0.22199249267578125,0
desc,1710610806.4307837,56.911,31.33996868133545,254488
path,1710610837.7981155,32.401,1.0446460247039795,1
2-hop,1710610838.8453765,806.247,340.46234488487244,31547
count,1710611479.6311064,0,0.06902408599853516,452221
anc,1710611479.7020426,1074.193,0.6518902778625488,0
desc,1710611480.3562968,58.768,41.1666374206543,331243
path,1710611521.5531907,37.04,1.655989408493042,1
2-hop,1710611523.210291,847.198,840.0116715431213,40836
count,1710612663.5777602,0,0.20000410079956055,635593
anc,1710612663.7803183,1006.139,0.7574191093444824,0
desc,1710612664.5393305,973.562,127.90695858001709,274956
path,1710612792.5278792,33.992,2.541872978210449,1
2-hop,1710612795.0723314,701.132,1478.8276629447937,62243
2024-03-16 17:02:14,291 - INFO - Starting...
2024-03-16 17:02:14,309 - INFO - Connected to db postgres at postgres:5432
2024-03-16 17:02:14,314 - INFO - Results of 'count' query:
2024-03-16 17:02:14,314 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 17:02:14,314 - INFO - Python Query execution time for 'count': 0.0035 s
2024-03-16 17:02:14,314 - INFO - Rows fetched for 'count': 0
2024-03-16 17:02:14,318 - INFO - Results of 'anc' query:
2024-03-16 17:02:14,318 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 17:02:14,319 - INFO - Python Query execution time for 'anc': 0.0031 s
2024-03-16 17:02:14,319 - INFO - Rows fetched for 'anc': 0
2024-03-16 17:02:14,320 - INFO - Results of 'desc' query:
2024-03-16 17:02:14,320 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 17:02:14,320 - INFO - Python Query execution time for 'desc': 0.0010 s
2024-03-16 17:02:14,321 - INFO - Rows fetched for 'desc': 0
2024-03-16 17:02:14,323 - INFO - Results of 'path' query:
2024-03-16 17:02:14,323 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 17:02:14,323 - INFO - Python Query execution time for 'path': 0.0015 s
2024-03-16 17:02:14,323 - INFO - Rows fetched for 'path': 0
2024-03-16 17:02:14,325 - INFO - Results of '2-hop' query:
2024-03-16 17:02:14,325 - INFO - DBMS Query execution time for '2-hop': 0.0000 ms
2024-03-16 17:02:14,325 - INFO - Python Query execution time for '2-hop': 0.0011 s
2024-03-16 17:02:14,325 - INFO - Rows fetched for '2-hop': 0
2024-03-16 17:07:14,641 - INFO - Connected to db postgres at postgres:5432
2024-03-16 17:07:14,655 - INFO - Results of 'count' query:
2024-03-16 17:07:14,656 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 17:07:14,657 - INFO - Python Query execution time for 'count': 0.0118 s
2024-03-16 17:07:14,657 - INFO - Rows fetched for 'count': 45641
2024-03-16 17:07:14,692 - INFO - Results of 'anc' query:
2024-03-16 17:07:14,693 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 17:07:14,693 - INFO - Python Query execution time for 'anc': 0.0348 s
2024-03-16 17:07:14,693 - INFO - Rows fetched for 'anc': 0
2024-03-16 17:07:17,429 - INFO - Results of 'desc' query:
2024-03-16 17:07:17,432 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 17:07:17,433 - INFO - Python Query execution time for 'desc': 2.7350 s
2024-03-16 17:07:17,433 - INFO - Rows fetched for 'desc': 35032
2024-03-16 17:07:17,525 - INFO - Results of 'path' query:
2024-03-16 17:07:17,526 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 17:07:17,527 - INFO - Python Query execution time for 'path': 0.0919 s
2024-03-16 17:07:17,528 - INFO - Rows fetched for 'path': 1
2024-03-16 17:07:23,838 - INFO - Results of '2-hop' query:
2024-03-16 17:07:23,840 - INFO - DBMS Query execution time for '2-hop': 397.1250 ms
2024-03-16 17:07:23,840 - INFO - Python Query execution time for '2-hop': 6.3101 s
2024-03-16 17:07:23,840 - INFO - Rows fetched for '2-hop': 3888
2024-03-16 17:12:24,159 - INFO - Connected to db postgres at postgres:5432
2024-03-16 17:12:24,178 - INFO - Results of 'count' query:
2024-03-16 17:12:24,179 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 17:12:24,179 - INFO - Python Query execution time for 'count': 0.0156 s
2024-03-16 17:12:24,179 - INFO - Rows fetched for 'count': 92961
2024-03-16 17:12:24,225 - INFO - Results of 'anc' query:
2024-03-16 17:12:24,226 - INFO - DBMS Query execution time for 'anc': 0.0000 ms
2024-03-16 17:12:24,226 - INFO - Python Query execution time for 'anc': 0.0439 s
2024-03-16 17:12:24,226 - INFO - Rows fetched for 'anc': 0
2024-03-16 17:12:31,173 - INFO - Results of 'desc' query:
2024-03-16 17:12:31,179 - INFO - DBMS Query execution time for 'desc': 0.0000 ms
2024-03-16 17:12:31,180 - INFO - Python Query execution time for 'desc': 6.9456 s
2024-03-16 17:12:31,181 - INFO - Rows fetched for 'desc': 68511
2024-03-16 17:12:31,385 - INFO - Results of 'path' query:
2024-03-16 17:12:31,385 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 17:12:31,387 - INFO - Python Query execution time for 'path': 0.2036 s
2024-03-16 17:12:31,387 - INFO - Rows fetched for 'path': 1
2024-03-16 17:12:56,341 - INFO - Results of '2-hop' query:
2024-03-16 17:12:56,342 - INFO - DBMS Query execution time for '2-hop': 646.8880 ms
2024-03-16 17:12:56,343 - INFO - Python Query execution time for '2-hop': 24.9542 s
2024-03-16 17:12:56,343 - INFO - Rows fetched for '2-hop': 8392
2024-03-16 17:17:56,667 - INFO - Connected to db postgres at postgres:5432
2024-03-16 17:17:56,694 - INFO - Results of 'count' query:
2024-03-16 17:17:56,694 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 17:17:56,695 - INFO - Python Query execution time for 'count': 0.0231 s
2024-03-16 17:17:56,695 - INFO - Rows fetched for 'count': 143817
2024-03-16 17:17:56,804 - INFO - Results of 'anc' query:
2024-03-16 17:17:56,805 - INFO - DBMS Query execution time for 'anc': 51.3680 ms
2024-03-16 17:17:56,805 - INFO - Python Query execution time for 'anc': 0.1090 s
2024-03-16 17:17:56,805 - INFO - Rows fetched for 'anc': 0
2024-03-16 17:18:10,313 - INFO - Results of 'desc' query:
2024-03-16 17:18:10,323 - INFO - DBMS Query execution time for 'desc': 50.9830 ms
2024-03-16 17:18:10,324 - INFO - Python Query execution time for 'desc': 13.5065 s
2024-03-16 17:18:10,325 - INFO - Rows fetched for 'desc': 107546
2024-03-16 17:18:10,594 - INFO - Results of 'path' query:
2024-03-16 17:18:10,594 - INFO - DBMS Query execution time for 'path': 0.0000 ms
2024-03-16 17:18:10,594 - INFO - Python Query execution time for 'path': 0.2683 s
2024-03-16 17:18:10,595 - INFO - Rows fetched for 'path': 1
2024-03-16 17:19:08,354 - INFO - Results of '2-hop' query:
2024-03-16 17:19:08,355 - INFO - DBMS Query execution time for '2-hop': 869.4240 ms
2024-03-16 17:19:08,355 - INFO - Python Query execution time for '2-hop': 57.7577 s
2024-03-16 17:19:08,355 - INFO - Rows fetched for '2-hop': 12716
2024-03-16 17:24:08,674 - INFO - Connected to db postgres at postgres:5432
2024-03-16 17:24:08,709 - INFO - Results of 'count' query:
2024-03-16 17:24:08,710 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 17:24:08,711 - INFO - Python Query execution time for 'count': 0.0329 s
2024-03-16 17:24:08,711 - INFO - Rows fetched for 'count': 200807
2024-03-16 17:24:08,833 - INFO - Results of 'anc' query:
2024-03-16 17:24:08,834 - INFO - DBMS Query execution time for 'anc': 54.7770 ms
2024-03-16 17:24:08,834 - INFO - Python Query execution time for 'anc': 0.1212 s
2024-03-16 17:24:08,834 - INFO - Rows fetched for 'anc': 0
2024-03-16 17:24:25,667 - INFO - Results of 'desc' query:
2024-03-16 17:24:25,683 - INFO - DBMS Query execution time for 'desc': 61.3000 ms
2024-03-16 17:24:25,685 - INFO - Python Query execution time for 'desc': 16.8329 s
2024-03-16 17:24:25,685 - INFO - Rows fetched for 'desc': 147578
2024-03-16 17:24:26,137 - INFO - Results of 'path' query:
2024-03-16 17:24:26,138 - INFO - DBMS Query execution time for 'path': 38.8200 ms
2024-03-16 17:24:26,138 - INFO - Python Query execution time for 'path': 0.4515 s
2024-03-16 17:24:26,139 - INFO - Rows fetched for 'path': 1
2024-03-16 17:26:20,639 - INFO - Results of '2-hop' query:
2024-03-16 17:26:20,640 - INFO - DBMS Query execution time for '2-hop': 871.1400 ms
2024-03-16 17:26:20,640 - INFO - Python Query execution time for '2-hop': 114.4989 s
2024-03-16 17:26:20,641 - INFO - Rows fetched for '2-hop': 18173
2024-03-16 17:31:20,962 - INFO - Connected to db postgres at postgres:5432
2024-03-16 17:31:21,007 - INFO - Results of 'count' query:
2024-03-16 17:31:21,007 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 17:31:21,007 - INFO - Python Query execution time for 'count': 0.0415 s
2024-03-16 17:31:21,008 - INFO - Rows fetched for 'count': 267210
2024-03-16 17:31:21,128 - INFO - Results of 'anc' query:
2024-03-16 17:31:21,129 - INFO - DBMS Query execution time for 'anc': 46.9510 ms
2024-03-16 17:31:21,129 - INFO - Python Query execution time for 'anc': 0.1199 s
2024-03-16 17:31:21,129 - INFO - Rows fetched for 'anc': 0
2024-03-16 17:31:47,863 - INFO - Results of 'desc' query:
2024-03-16 17:31:47,883 - INFO - DBMS Query execution time for 'desc': 46.8390 ms
2024-03-16 17:31:47,885 - INFO - Python Query execution time for 'desc': 26.7324 s
2024-03-16 17:31:47,886 - INFO - Rows fetched for 'desc': 197262
2024-03-16 17:31:48,406 - INFO - Results of 'path' query:
2024-03-16 17:31:48,406 - INFO - DBMS Query execution time for 'path': 37.7220 ms
2024-03-16 17:31:48,407 - INFO - Python Query execution time for 'path': 0.5193 s
2024-03-16 17:31:48,408 - INFO - Rows fetched for 'path': 1
2024-03-16 17:35:05,830 - INFO - Results of '2-hop' query:
2024-03-16 17:35:05,830 - INFO - DBMS Query execution time for '2-hop': 852.9670 ms
2024-03-16 17:35:05,830 - INFO - Python Query execution time for '2-hop': 197.4220 s
2024-03-16 17:35:05,831 - INFO - Rows fetched for '2-hop': 23954
2024-03-16 17:40:06,146 - INFO - Connected to db postgres at postgres:5432
2024-03-16 17:40:06,204 - INFO - Results of 'count' query:
2024-03-16 17:40:06,205 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 17:40:06,205 - INFO - Python Query execution time for 'count': 0.0551 s
2024-03-16 17:40:06,205 - INFO - Rows fetched for 'count': 348112
2024-03-16 17:40:06,428 - INFO - Results of 'anc' query:
2024-03-16 17:40:06,430 - INFO - DBMS Query execution time for 'anc': 58.2200 ms
2024-03-16 17:40:06,430 - INFO - Python Query execution time for 'anc': 0.2220 s
2024-03-16 17:40:06,430 - INFO - Rows fetched for 'anc': 0
2024-03-16 17:40:37,771 - INFO - Results of 'desc' query:
2024-03-16 17:40:37,795 - INFO - DBMS Query execution time for 'desc': 56.9110 ms
2024-03-16 17:40:37,797 - INFO - Python Query execution time for 'desc': 31.3400 s
2024-03-16 17:40:37,797 - INFO - Rows fetched for 'desc': 254488
2024-03-16 17:40:38,842 - INFO - Results of 'path' query:
2024-03-16 17:40:38,844 - INFO - DBMS Query execution time for 'path': 32.4010 ms
2024-03-16 17:40:38,844 - INFO - Python Query execution time for 'path': 1.0446 s
2024-03-16 17:40:38,844 - INFO - Rows fetched for 'path': 1
2024-03-16 17:46:19,307 - INFO - Results of '2-hop' query:
2024-03-16 17:46:19,308 - INFO - DBMS Query execution time for '2-hop': 806.2470 ms
2024-03-16 17:46:19,308 - INFO - Python Query execution time for '2-hop': 340.4623 s
2024-03-16 17:46:19,309 - INFO - Rows fetched for '2-hop': 31547
2024-03-16 17:51:19,627 - INFO - Connected to db postgres at postgres:5432
2024-03-16 17:51:19,700 - INFO - Results of 'count' query:
2024-03-16 17:51:19,701 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 17:51:19,701 - INFO - Python Query execution time for 'count': 0.0690 s
2024-03-16 17:51:19,701 - INFO - Rows fetched for 'count': 452221
2024-03-16 17:51:20,354 - INFO - Results of 'anc' query:
2024-03-16 17:51:20,355 - INFO - DBMS Query execution time for 'anc': 1074.1930 ms
2024-03-16 17:51:20,355 - INFO - Python Query execution time for 'anc': 0.6519 s
2024-03-16 17:51:20,356 - INFO - Rows fetched for 'anc': 0
2024-03-16 17:52:01,523 - INFO - Results of 'desc' query:
2024-03-16 17:52:01,551 - INFO - DBMS Query execution time for 'desc': 58.7680 ms
2024-03-16 17:52:01,552 - INFO - Python Query execution time for 'desc': 41.1666 s
2024-03-16 17:52:01,552 - INFO - Rows fetched for 'desc': 331243
2024-03-16 17:52:03,209 - INFO - Results of 'path' query:
2024-03-16 17:52:03,209 - INFO - DBMS Query execution time for 'path': 37.0400 ms
2024-03-16 17:52:03,209 - INFO - Python Query execution time for 'path': 1.6560 s
2024-03-16 17:52:03,210 - INFO - Rows fetched for 'path': 1
2024-03-16 18:06:03,222 - INFO - Results of '2-hop' query:
2024-03-16 18:06:03,232 - INFO - DBMS Query execution time for '2-hop': 847.1980 ms
2024-03-16 18:06:03,234 - INFO - Python Query execution time for '2-hop': 840.0117 s
2024-03-16 18:06:03,234 - INFO - Rows fetched for '2-hop': 40836
2024-03-16 18:11:03,570 - INFO - Connected to db postgres at postgres:5432
2024-03-16 18:11:03,777 - INFO - Results of 'count' query:
2024-03-16 18:11:03,778 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 18:11:03,779 - INFO - Python Query execution time for 'count': 0.2000 s
2024-03-16 18:11:03,780 - INFO - Rows fetched for 'count': 635593
2024-03-16 18:11:04,537 - INFO - Results of 'anc' query:
2024-03-16 18:11:04,538 - INFO - DBMS Query execution time for 'anc': 1006.1390 ms
2024-03-16 18:11:04,539 - INFO - Python Query execution time for 'anc': 0.7574 s
2024-03-16 18:11:04,539 - INFO - Rows fetched for 'anc': 0
2024-03-16 18:13:12,446 - INFO - Results of 'desc' query:
2024-03-16 18:13:12,447 - INFO - DBMS Query execution time for 'desc': 973.5620 ms
2024-03-16 18:13:12,525 - INFO - Python Query execution time for 'desc': 127.9070 s
2024-03-16 18:13:12,527 - INFO - Rows fetched for 'desc': 274956
2024-03-16 18:13:15,069 - INFO - Results of 'path' query:
2024-03-16 18:13:15,070 - INFO - DBMS Query execution time for 'path': 33.9920 ms
2024-03-16 18:13:15,071 - INFO - Python Query execution time for 'path': 2.5419 s
2024-03-16 18:13:15,072 - INFO - Rows fetched for 'path': 1
2024-03-16 18:37:53,900 - INFO - Results of '2-hop' query:
2024-03-16 18:37:53,915 - INFO - DBMS Query execution time for '2-hop': 701.1320 ms
2024-03-16 18:37:53,916 - INFO - Python Query execution time for '2-hop': 1478.8277 s
2024-03-16 18:37:53,917 - INFO - Rows fetched for '2-hop': 62243
2024-03-16 18:42:54,241 - INFO - Connected to db postgres at postgres:5432
2024-03-16 18:42:54,509 - INFO - Results of 'count' query:
2024-03-16 18:42:54,509 - INFO - DBMS Query execution time for 'count': 0.0000 ms
2024-03-16 18:42:54,509 - INFO - Python Query execution time for 'count': 0.2658 s
2024-03-16 18:42:54,510 - INFO - Rows fetched for 'count': 931749
2024-03-16 18:42:55,490 - INFO - Results of 'anc' query:
2024-03-16 18:42:55,495 - INFO - DBMS Query execution time for 'anc': 1005.4720 ms
2024-03-16 18:42:55,495 - INFO - Python Query execution time for 'anc': 0.9790 s
2024-03-16 18:42:55,496 - INFO - Rows fetched for 'anc': 0
2024-03-16 18:47:08,682 - INFO - Results of 'desc' query:
2024-03-16 18:47:08,822 - INFO - DBMS Query execution time for 'desc': 990.8370 ms
2024-03-16 18:47:08,829 - INFO - Python Query execution time for 'desc': 253.1863 s
2024-03-16 18:47:08,830 - INFO - Rows fetched for 'desc': 537856
2024-03-16 18:47:13,341 - INFO - Results of 'path' query:
2024-03-16 18:47:13,341 - INFO - DBMS Query execution time for 'path': 768.0760 ms
2024-03-16 18:47:13,342 - INFO - Python Query execution time for 'path': 4.5109 s
2024-03-16 18:47:13,342 - INFO - Rows fetched for 'path': 1
Query Key,Start Time,End Time,Fetched nodes,Execution Time (ms),Total Time (s)
count,1710615830.441435,1710615830.5430756,0,78,0.10164046287536621
anc,1710615830.5444558,1710615831.0690632,0,497,0.5246074199676514
desc,1710615831.076256,1710615831.2654538,0,175,0.18919777870178223
path,1710615831.2698247,1710615831.5298474,0,235,0.2600226402282715
2-hop,1710615831.532553,1710615831.810014,0,245,0.27746105194091797
count,1710616131.3046553,1710616137.422402,20631,19,6.117746591567993
anc,1710616137.425504,1710616137.5009377,0,69,0.07543373107910156
desc,1710616137.5025482,1710616164.8774443,88061,75,27.37489604949951
path,1710616165.882837,1710616166.035555,1,54,0.15271782875061035
2-hop,1710616166.03718,1710616166.6026256,2152,55,0.5654456615447998
count,1710616438.0573657,1710616447.2103944,33959,3,9.153028726577759
anc,1710616447.2142065,1710616447.2226388,0,7,0.008432388305664062
desc,1710616465.255483,1710616511.8121264,165849,8,46.55664348602295
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