From f4deaae4535cca42dfa6f642d504a9f3bace6a67 Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Mon, 10 Aug 2020 21:47:18 -0700 Subject: [PATCH 01/19] sql querries assignment part1 --- .DS_Store | Bin 0 -> 6148 bytes module1-introduction-to-sql/.idea/.gitignore | 8 ++ .../.idea/dataSources.xml | 11 ++ .../inspectionProfiles/profiles_settings.xml | 6 + module1-introduction-to-sql/.idea/misc.xml | 4 + .../.idea/module1-introduction-to-sql.iml | 8 ++ module1-introduction-to-sql/.idea/modules.xml | 8 ++ .../.idea/sqldialects.xml | 6 + module1-introduction-to-sql/.idea/vcs.xml | 6 + .../Intro-to-SQL-notes.pdf | Bin 0 -> 61666 bytes module1-introduction-to-sql/README.md | 22 ++- module1-introduction-to-sql/RPG_queries.py | 133 ++++++++++++++++++ 12 files changed, 211 insertions(+), 1 deletion(-) create mode 100644 .DS_Store create mode 100644 module1-introduction-to-sql/.idea/.gitignore create mode 100644 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Use `sqlite3` to load and write queries to explore the data, and answer the following questions: - How many total Characters are there? + Answer: 302 + - How many of each specific subclass? +Cleric = 75 +Fighters = 68 +Mage = 68 +Necromancer = 11 +Thief = 51 + - How many total Items? + Answer: 174 Items + - How many of the Items are weapons? How many are not? + Answer: 37 weapons, non_weapons + - How many Items does each character have? (Return first 20 rows) + +Answered as a Query + - How many Weapons does each character have? (Return first 20 rows) + +Answered as Query + - On average, how many Items does each Character have? + + - On average, how many Weapons does each character have? You do not need all the tables - in particular, the `account_*`, `auth_*`, @@ -77,7 +97,7 @@ Some of these queries are challenging - that's OK! You can keep working on them tomorrow as well (we'll visit loading the same data into PostgreSQL). It's also OK to figure out the results partially with a query and partially with a bit of logic or math afterwards, though doing things purely with SQL is a good goal. -[Subqueries](https://www.w3resource.com/sql/subqueries/understanding-sql-subqueries.php) + [Subqueries](https://www.w3resource.com/sql/subqueries/understanding-sql-subqueries.php) and [aggregation functions](https://www.sqltutorial.org/sql-aggregate-functions/) may be helpful for putting together more complicated queries. diff --git a/module1-introduction-to-sql/RPG_queries.py b/module1-introduction-to-sql/RPG_queries.py new file mode 100644 index 00000000..ab873be8 --- /dev/null +++ b/module1-introduction-to-sql/RPG_queries.py @@ -0,0 +1,133 @@ +import sqlite3 + + +def connect_to_db(db_name='rpg_db.sqlite3'): + return sqlite3.connect(db_name) + + +def execute_query(cursor, query): + cursor.execute(query) + return cursor.fetchall() + + +GET_TOTAL_CHARACTERS = """ + SELECT COUNT(*) + FROM charactercreator_character; +""" + +GET_CHARACTERS_CLERIC = """ + SELECT COUNT(*) + FROM charactercreator_cleric; + +""" + +GET_CHARACTERS_FIGHTER = """ + SELECT COUNT(*) + FROM charactercreator_fighter +""" + +GET_CHARACTERS_MAGE = """ + SELECT COUNT(*) + FROM charactercreator_fighter +""" +GET_CHARACTERS_NECROMANCER = """ + SELECT COUNT(*) + FROM charactercreator_necromancer +""" +GET_CHARACTERS_THIEF = """ + SELECT COUNT(*) + FROM charactercreator_thief +""" + +GET_TOTAL_ITEMS = """ + SELECT COUNT(*) + FROM armory_item ; + +""" +GET_WEAPONS = """ + + SELECT COUNT(*) + FROM armory_weapon AS aw, armory_item as ai + WHERE ai.item_id = aw.item_ptr_id; + +""" +GET_ITEMS_PER_CHARACTER = """ + SELECT cc.name, COUNT(*) + FROM charactercreator_character AS cc, + armory_item AS ai, charactercreator_character_inventory AS cci + WHERE cc.character_id = cci.character_id AND cci.item_id = ai.item_id + GROUP BY cc.character_id + ORDER BY 1 DESC + LIMIT 20; + +""" + +GET_WEAPONS_PER_CHARACTER = """ + SELECT cc.name, COUNT(*) + FROM charactercreator_character AS cc, + armory_weapon AS aw, charactercreator_character_inventory AS cci + WHERE cc.character_id = cci.character_id AND cci.item_id = aw.item_ptr_id + GROUP BY cc.character_id + ORDER BY 1 DESC + LIMIT 20; +""" + +GET_NON_WEAPONS = """ + SELECT COUNT(*) + FROM armory_item + WHERE armory_item.item_id NOT IN + (SELECT armory_weapon.item_ptr_id + FROM armory_weapon) + +""" + +AVG_ITEMS_PER_CHARACTER = """ +SELECT AVG(num_item) +FROM (SELECT character_id, character_name, +COUNT(DISTINCT item_id) AS num_item FROM +(SELECT cc.character_id, cc.name AS character_name, ai.item_id, ai.name AS item_name +FROM charactercreator_character +AS cc, armory_item AS ai, charactercreator_character_inventory +AS cci WHERE cc.character_id = cci.character_id +AND ai.item_id = cci.item_id) GROUP BY 1); + +""" +AVG_WEAPONS_PER_CHARACTER = """ +SELECT AVG( + + + +""" +if __name__ == '__main__': + conn = connect_to_db() + curs = conn.cursor() + + total_characters = execute_query(curs, GET_TOTAL_CHARACTERS) + print('total characters', total_characters) + + number_cleric = execute_query(curs, GET_CHARACTERS_CLERIC) + number_fighter = execute_query(curs, GET_CHARACTERS_FIGHTER) + print('total cleric', number_cleric, 'total fighter', number_fighter) + number_mage = execute_query(curs, GET_CHARACTERS_MAGE) + number_necromancer = execute_query(curs, GET_CHARACTERS_NECROMANCER) + print('total mage', number_mage, 'total necromancer', number_necromancer) + number_thief = execute_query(curs, GET_CHARACTERS_THIEF) + print('total thief', number_thief) + + total_items = execute_query(curs, GET_TOTAL_ITEMS) + print('total items', total_items) + + total_weapons = execute_query(curs, GET_WEAPONS) + print('total weapons', total_weapons) + + non_weapons = execute_query(curs, GET_NON_WEAPONS) + print('non weapons', non_weapons) + + items_per_character = execute_query(curs, GET_ITEMS_PER_CHARACTER) + print('items per character', items_per_character) + + weapons_per_character = execute_query(curs, GET_WEAPONS_PER_CHARACTER) + print('weapons per character', weapons_per_character) + + average_items_per_character = execute_query(curs, AVG_ITEMS_PER_CHARACTER) + print('average items per character', average_items_per_character) From 63d47888c681dc2254a9382a5e9d488444ec5de9 Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Tue, 11 Aug 2020 00:13:26 -0700 Subject: [PATCH 02/19] Assignment1&2Completed Reviews.db file added --- .DS_Store | Bin 6148 -> 6148 bytes module1-introduction-to-sql/.idea/misc.xml | 2 +- .../.idea/module1-introduction-to-sql.iml | 2 +- .../.idea/sqldialects.xml | 4 ++- module1-introduction-to-sql/DF_to_SQL.py | 23 ++++++++++++ module1-introduction-to-sql/Pipfile | 11 ++++++ module1-introduction-to-sql/Pipfile.lock | 20 +++++++++++ module1-introduction-to-sql/README.md | 6 +++- module1-introduction-to-sql/Reviews.db | Bin 0 -> 16384 bytes .../buddymove_holiday_queries.py | 34 ++++++++++++++++++ .../{RPG_queries.py => rpg_queries.py} | 17 ++++++--- 11 files changed, 110 insertions(+), 9 deletions(-) create mode 100644 module1-introduction-to-sql/DF_to_SQL.py create mode 100644 module1-introduction-to-sql/Pipfile create mode 100644 module1-introduction-to-sql/Pipfile.lock create mode 100644 module1-introduction-to-sql/Reviews.db create mode 100644 module1-introduction-to-sql/buddymove_holiday_queries.py rename module1-introduction-to-sql/{RPG_queries.py => rpg_queries.py} (85%) diff --git a/.DS_Store b/.DS_Store index cba6458c07b26c3b63bbb80c32a54a0e8f2e909d..896594c9afa911bcc4da33290ec557c79ed22883 100644 GIT binary patch delta 76 zcmZoMXfc=|#>B`mu~2NHo+2aD!~pAw4;m&Lh_FoTH|IzxPR>cn&(E3I?Y!|~8QW%d e4t@@x;*A%-Gf(ChG2~!mU|?tf;>{i+dzb;7l@_T0 delta 63 zcmZoMXfc=|#>CJ*u~2NHo+2aT!~pBbevHnHjGHGima$DOFn`1;)FarQabrIPB diff --git a/module1-introduction-to-sql/.idea/misc.xml b/module1-introduction-to-sql/.idea/misc.xml index d1e22ecb..ee16292f 100644 --- a/module1-introduction-to-sql/.idea/misc.xml +++ b/module1-introduction-to-sql/.idea/misc.xml @@ -1,4 +1,4 @@ - + \ No newline at end of file diff --git a/module1-introduction-to-sql/.idea/module1-introduction-to-sql.iml b/module1-introduction-to-sql/.idea/module1-introduction-to-sql.iml index d0876a78..ddda5d89 100644 --- a/module1-introduction-to-sql/.idea/module1-introduction-to-sql.iml +++ b/module1-introduction-to-sql/.idea/module1-introduction-to-sql.iml @@ -2,7 +2,7 @@ - + \ No newline at end of file diff --git a/module1-introduction-to-sql/.idea/sqldialects.xml b/module1-introduction-to-sql/.idea/sqldialects.xml index 19e5cfcd..d4d2420f 100644 --- a/module1-introduction-to-sql/.idea/sqldialects.xml +++ b/module1-introduction-to-sql/.idea/sqldialects.xml @@ -1,6 +1,8 @@ - + + + \ No newline at end of file diff --git a/module1-introduction-to-sql/DF_to_SQL.py b/module1-introduction-to-sql/DF_to_SQL.py new file mode 100644 index 00000000..5892843c --- /dev/null +++ b/module1-introduction-to-sql/DF_to_SQL.py @@ -0,0 +1,23 @@ +import pandas as pd +import sqlite3 + +df = pd.read_csv('https://archive.ics.uci.edu/ml/machine-learning-databases/00476/buddymove_holidayiq.csv') + +# CREATE DATA BASE +conn = sqlite3.connect('Reviews2.db') +c = conn.cursor() +# Create TABLE +c.execute('CREATE TABLE REVIEWS (UserId text, Sports number,Religious number, Nature number,' + 'Theatre number, Shopping number, Picnic number)') +conn.commit() + +df.to_sql('REVIEWS', conn, if_exists='replace', index=False) + +c.execute(""" +SELECT * FROM REVIEWS + + +""") + +for row in c.fetchall(): + print(row) diff --git a/module1-introduction-to-sql/Pipfile b/module1-introduction-to-sql/Pipfile new file mode 100644 index 00000000..b723d019 --- /dev/null +++ b/module1-introduction-to-sql/Pipfile @@ -0,0 +1,11 @@ +[[source]] +name = "pypi" +url = "https://pypi.org/simple" +verify_ssl = true + +[dev-packages] + +[packages] + +[requires] +python_version = "3.7" diff --git a/module1-introduction-to-sql/Pipfile.lock b/module1-introduction-to-sql/Pipfile.lock new file mode 100644 index 00000000..9a51a282 --- /dev/null +++ b/module1-introduction-to-sql/Pipfile.lock @@ -0,0 +1,20 @@ +{ + "_meta": { + "hash": { + "sha256": "7e7ef69da7248742e869378f8421880cf8f0017f96d94d086813baa518a65489" + }, + "pipfile-spec": 6, + "requires": { + "python_version": "3.7" + }, + "sources": [ + { + "name": "pypi", + "url": "https://pypi.org/simple", + "verify_ssl": true + } + ] + }, + "default": {}, + "develop": {} +} diff --git a/module1-introduction-to-sql/README.md b/module1-introduction-to-sql/README.md index 8dde2769..ac57e6bf 100644 --- a/module1-introduction-to-sql/README.md +++ b/module1-introduction-to-sql/README.md @@ -76,9 +76,10 @@ Answered as a Query Answered as Query - On average, how many Items does each Character have? - +2.9735099337748343 - On average, how many Weapons does each character have? +1.3096774193548386 You do not need all the tables - in particular, the `account_*`, `auth_*`, `django_*`, and `socialaccount_*` tables are for the application and do not have @@ -120,10 +121,13 @@ Using the standard `sqlite3` module: Then write the following queries (also with `sqlite3`) to test: - Count how many rows you have - it should be 249! +- Verified - How many users who reviewed at least 100 `Nature` in the category also reviewed at least 100 in the `Shopping` category? +- 78 Users - (*Stretch*) What are the average number of reviews for each category? + Your code (to reproduce all above steps) should be saved in `buddymove_holidayiq.py`, and added to the repository along with the generated SQLite database. diff --git a/module1-introduction-to-sql/Reviews.db b/module1-introduction-to-sql/Reviews.db new file mode 100644 index 0000000000000000000000000000000000000000..8dda9780d7a9d1c6c0c3f770e5c9d25f50f27fdb GIT binary patch literal 16384 zcmeHNeQX=&d4KqIJd#J!QFuq5)HI6IBu<>ByyJHi$MgsNLCdBkQ6H2|+7c~^ibcz$ 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+WHERE Nature >= 100 and Shopping >=100 +; + + +""" + + + +if __name__ == '__main__': + conn = connect_to_db() + curs = conn.cursor() + + reviews_least_100 = execute_query(curs, GET_REVIEWS_LEAST_100) + print(reviews_least_100) diff --git a/module1-introduction-to-sql/RPG_queries.py b/module1-introduction-to-sql/rpg_queries.py similarity index 85% rename from module1-introduction-to-sql/RPG_queries.py rename to module1-introduction-to-sql/rpg_queries.py index ab873be8..9f32ad17 100644 --- a/module1-introduction-to-sql/RPG_queries.py +++ b/module1-introduction-to-sql/rpg_queries.py @@ -10,6 +10,7 @@ def execute_query(cursor, query): return cursor.fetchall() +# QUERIES GET_TOTAL_CHARACTERS = """ SELECT COUNT(*) FROM charactercreator_character; @@ -90,13 +91,16 @@ def execute_query(cursor, query): AS cc, armory_item AS ai, charactercreator_character_inventory AS cci WHERE cc.character_id = cci.character_id AND ai.item_id = cci.item_id) GROUP BY 1); - """ AVG_WEAPONS_PER_CHARACTER = """ -SELECT AVG( - - - + SELECT AVG(num_weapons) + FROM(SELECT character_id, character_name, COUNT(DISTINCT aw_name) AS num_weapons + FROM (SELECT cc.character_id, cc.name AS character_name, aw.item_ptr_id AS aw_name + FROM charactercreator_character + AS cc, armory_weapon AS aw, charactercreator_character_inventory + AS cci WHERE cc.character_id = cci.character_id + AND aw.item_ptr_id = cci.item_id) + GROUP BY 1) """ if __name__ == '__main__': conn = connect_to_db() @@ -131,3 +135,6 @@ def execute_query(cursor, query): average_items_per_character = execute_query(curs, AVG_ITEMS_PER_CHARACTER) print('average items per character', average_items_per_character) + + average_weapons_per_character = execute_query(curs, AVG_WEAPONS_PER_CHARACTER) + print('average weapons_per_character', average_weapons_per_character) From bd2e5d16e07e5d9c30d6e0094b5d2f9c51eeeb0d Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Tue, 11 Aug 2020 00:51:52 -0700 Subject: [PATCH 03/19] stretch goal stretch goals --- module1-introduction-to-sql/DF_to_SQL.py | 3 ++- module1-introduction-to-sql/Reviews.db | Bin 16384 -> 16384 bytes .../buddymove_holiday_queries.py | 12 +++++++++++- module1-introduction-to-sql/rpg_queries.py | 2 ++ 4 files changed, 15 insertions(+), 2 deletions(-) diff --git a/module1-introduction-to-sql/DF_to_SQL.py b/module1-introduction-to-sql/DF_to_SQL.py index 5892843c..e6d7cf1d 100644 --- a/module1-introduction-to-sql/DF_to_SQL.py +++ b/module1-introduction-to-sql/DF_to_SQL.py @@ -2,9 +2,10 @@ import sqlite3 df = pd.read_csv('https://archive.ics.uci.edu/ml/machine-learning-databases/00476/buddymove_holidayiq.csv') +df = df.rename(columns ={'User Id':'UserId'}) # CREATE DATA BASE -conn = sqlite3.connect('Reviews2.db') +conn = sqlite3.connect('Reviews.db') c = conn.cursor() # Create TABLE c.execute('CREATE TABLE REVIEWS (UserId text, Sports number,Religious number, Nature number,' diff --git a/module1-introduction-to-sql/Reviews.db b/module1-introduction-to-sql/Reviews.db index 8dda9780d7a9d1c6c0c3f770e5c9d25f50f27fdb..447d74a58c160928e4013258d97c5a623d267dd2 100644 GIT binary patch delta 40 vcmZo@U~Fh$oRGz0!@zH|vG5e%!~hnqMn^_=acODBrpU>z{6?EA_&W>$@f-_p delta 41 wcmZo@U~Fh$oRGz0&A@NHvG6n>4+BG^6C=C0v@~N=^kg@FBSwYI75p6r0O_p?umAu6 diff --git a/module1-introduction-to-sql/buddymove_holiday_queries.py b/module1-introduction-to-sql/buddymove_holiday_queries.py index f540c1d5..a52adb50 100644 --- a/module1-introduction-to-sql/buddymove_holiday_queries.py +++ b/module1-introduction-to-sql/buddymove_holiday_queries.py @@ -24,6 +24,13 @@ def execute_query(cursor, query): """ +GET_AVG_FOR_EACH_REVIEW = """ + +SELECT AVG(Sports), AVG(Religious), +AVG(Nature), AVG(Theatre), AVG(Shopping), AVG(Picnic) +FROM REVIEWS; + +""" if __name__ == '__main__': @@ -31,4 +38,7 @@ def execute_query(cursor, query): curs = conn.cursor() reviews_least_100 = execute_query(curs, GET_REVIEWS_LEAST_100) - print(reviews_least_100) + print('Reviews at least 100 Nature and Shopping',reviews_least_100) + + average_for_reviews = execute_query(curs, GET_AVG_FOR_EACH_REVIEW) + print('Averages for Each Review', average_for_reviews) \ No newline at end of file diff --git a/module1-introduction-to-sql/rpg_queries.py b/module1-introduction-to-sql/rpg_queries.py index 9f32ad17..4600dd07 100644 --- a/module1-introduction-to-sql/rpg_queries.py +++ b/module1-introduction-to-sql/rpg_queries.py @@ -102,6 +102,8 @@ def execute_query(cursor, query): AND aw.item_ptr_id = cci.item_id) GROUP BY 1) """ + + if __name__ == '__main__': conn = connect_to_db() curs = conn.cursor() From 989bd2d31039c9fb5432cb6b51b24d3129cfd803 Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Tue, 11 Aug 2020 08:27:01 -0700 Subject: [PATCH 04/19] updates --- .DS_Store | Bin 6148 -> 6148 bytes module2-sql-for-analysis/.idea/.gitignore | 8 +++++++ .../inspectionProfiles/profiles_settings.xml | 6 ++++++ module2-sql-for-analysis/.idea/misc.xml | 4 ++++ .../.idea/module2-sql-for-analysis.iml | 8 +++++++ module2-sql-for-analysis/.idea/modules.xml | 8 +++++++ module2-sql-for-analysis/.idea/vcs.xml | 6 ++++++ module2-sql-for-analysis/Pipfile | 11 ++++++++++ module2-sql-for-analysis/Pipfile.lock | 20 ++++++++++++++++++ module2-sql-for-analysis/PostGreSQL.py | 10 +++++++++ 10 files changed, 81 insertions(+) create mode 100644 module2-sql-for-analysis/.idea/.gitignore create mode 100644 module2-sql-for-analysis/.idea/inspectionProfiles/profiles_settings.xml create mode 100644 module2-sql-for-analysis/.idea/misc.xml create mode 100644 module2-sql-for-analysis/.idea/module2-sql-for-analysis.iml create mode 100644 module2-sql-for-analysis/.idea/modules.xml create mode 100644 module2-sql-for-analysis/.idea/vcs.xml create mode 100644 module2-sql-for-analysis/Pipfile create mode 100644 module2-sql-for-analysis/Pipfile.lock create mode 100644 module2-sql-for-analysis/PostGreSQL.py diff --git a/.DS_Store b/.DS_Store index 896594c9afa911bcc4da33290ec557c79ed22883..3bca54c3789bfe07e14db964b4bf04170cdd1047 100644 GIT binary patch delta 94 zcmZoMXfc@J&&WJ6U^gT4WPe7h$!?6^c8m-R3=#~v4EYQx45bV?45 + + + \ No newline at end of file diff --git a/module2-sql-for-analysis/.idea/misc.xml b/module2-sql-for-analysis/.idea/misc.xml new file mode 100644 index 00000000..8f632a08 --- /dev/null +++ b/module2-sql-for-analysis/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/module2-sql-for-analysis/.idea/module2-sql-for-analysis.iml b/module2-sql-for-analysis/.idea/module2-sql-for-analysis.iml new file mode 100644 index 00000000..d0876a78 --- /dev/null +++ b/module2-sql-for-analysis/.idea/module2-sql-for-analysis.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/module2-sql-for-analysis/.idea/modules.xml b/module2-sql-for-analysis/.idea/modules.xml new file mode 100644 index 00000000..360a6d65 --- /dev/null +++ b/module2-sql-for-analysis/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/module2-sql-for-analysis/.idea/vcs.xml b/module2-sql-for-analysis/.idea/vcs.xml new file mode 100644 index 00000000..6c0b8635 --- /dev/null +++ b/module2-sql-for-analysis/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/module2-sql-for-analysis/Pipfile b/module2-sql-for-analysis/Pipfile new file mode 100644 index 00000000..b723d019 --- /dev/null +++ b/module2-sql-for-analysis/Pipfile @@ -0,0 +1,11 @@ +[[source]] +name = "pypi" +url = "https://pypi.org/simple" +verify_ssl = true + +[dev-packages] + +[packages] + +[requires] +python_version = "3.7" diff --git a/module2-sql-for-analysis/Pipfile.lock b/module2-sql-for-analysis/Pipfile.lock new file mode 100644 index 00000000..9a51a282 --- /dev/null +++ b/module2-sql-for-analysis/Pipfile.lock @@ -0,0 +1,20 @@ +{ + "_meta": { + "hash": { + "sha256": "7e7ef69da7248742e869378f8421880cf8f0017f96d94d086813baa518a65489" + }, + "pipfile-spec": 6, + "requires": { + "python_version": "3.7" + }, + "sources": [ + { + "name": "pypi", + "url": "https://pypi.org/simple", + "verify_ssl": true + } + ] + }, + "default": {}, + "develop": {} +} diff --git a/module2-sql-for-analysis/PostGreSQL.py b/module2-sql-for-analysis/PostGreSQL.py new file mode 100644 index 00000000..82e312c5 --- /dev/null +++ b/module2-sql-for-analysis/PostGreSQL.py @@ -0,0 +1,10 @@ +import psycopg2 + +dir(psycopg2 + ) + +dbname = 'ppezxvjc' +user = 'ppezxvjc' +password = 't0tlBYAiZvucD-MTqJAG2SPT87DZbVnS' # Don't commit + + From a7a23674b6ae6d0f1038a59b6b1b89704c0e39a1 Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Wed, 12 Aug 2020 07:11:52 -0700 Subject: [PATCH 05/19] updates --- .DS_Store | Bin 6148 -> 6148 bytes .../.idea/sqldialects.xml | 7 + module2-sql-for-analysis/ETL.py | 120 ++++++++++++++++++ module2-sql-for-analysis/Insert_Titanic.py | 112 ++++++++++++++++ module2-sql-for-analysis/PostGreSQL.py | 30 +++++ module2-sql-for-analysis/Titanic.db | Bin 0 -> 57344 bytes module2-sql-for-analysis/Titanic2.db | Bin 0 -> 57344 bytes module2-sql-for-analysis/TitanicDF_to_SQL.py | 22 ++++ module2-sql-for-analysis/rpg_db.sqlite3 | Bin 0 -> 253952 bytes 9 files changed, 291 insertions(+) create mode 100644 module2-sql-for-analysis/.idea/sqldialects.xml create mode 100644 module2-sql-for-analysis/ETL.py create mode 100644 module2-sql-for-analysis/Insert_Titanic.py create mode 100644 module2-sql-for-analysis/Titanic.db create mode 100644 module2-sql-for-analysis/Titanic2.db create mode 100644 module2-sql-for-analysis/TitanicDF_to_SQL.py create mode 100644 module2-sql-for-analysis/rpg_db.sqlite3 diff --git a/.DS_Store b/.DS_Store index 3bca54c3789bfe07e14db964b4bf04170cdd1047..16df1d6a23b557c151e656b992940eee53bcd050 100644 GIT binary patch delta 75 zcmZoMXfc=|#>B)qu~2NHo+2a5#DLw4A22d9vP|}8w3_V3*uaufoSd_{m(iAWGdl-A d2TB`mu~2NHo+2aj#DLw5%#;0@tR}lLHEd>PW?|jfV9U6for9kPsA{ty Y^LOUS{34bd3_!rhz`(RQKx7Lu0Bq(D%>V!Z diff --git a/module2-sql-for-analysis/.idea/sqldialects.xml b/module2-sql-for-analysis/.idea/sqldialects.xml new file mode 100644 index 00000000..444ae2fc --- /dev/null +++ b/module2-sql-for-analysis/.idea/sqldialects.xml @@ -0,0 +1,7 @@ + + + + + + + \ No newline at end of file diff --git a/module2-sql-for-analysis/ETL.py b/module2-sql-for-analysis/ETL.py new file mode 100644 index 00000000..cfe4f272 --- /dev/null +++ b/module2-sql-for-analysis/ETL.py @@ -0,0 +1,120 @@ +# ETL - Extract Transform Load +# Step1 - Extract, get data out of SQLITE +# Lets focus on character data + +import sqlite3 +import psycopg2 + +dbname = 'ppezxvjc' +user = 'ppezxvjc' +password = 't0tlBYAiZvucD-MTqJAG2SPT87DZbVnS' # Don't commit +host = 'isilo.db.elephantsql.com' + +pg_conn = psycopg2.connect(dbname=dbname, user=user, password=password, host=host) +pg_curs = pg_conn.cursor() + +sl_conn = sqlite3.connect('rpg_db.sqlite3') +sl_curs = sl_conn.cursor() + +get_characters = "SELECT * FROM charactercreator_character;" +sl_curs.execute(get_characters) +characters = sl_curs.fetchall() +print(len(characters)) + +# Slice the first five rows +print(f'characters {characters[:5]}') + +# Step 1 complete, we have a tuple with all our character data + +# Step 2 - Transform +# Our goal is to make a schema to define a table that fits the data +sl_curs.execute('PRAGMA table_info(charactercreator_character);') +print(sl_curs.fetchall()) + +create_character_table = """ +CREATE TABLE if not exists charactercreator_character ( + character_id SERIAL PRIMARY KEY, + name VARCHAR(30), + level INT, + exp INT, + hp INT, + strength INT, + intelligence INT, + dexterity INT, + wisdom INT +); +""" + + +# Defining a function to refresh connection and cursor +def refresh_connection_and_cursor(conn, curs): + curs.close() + conn.close() + pg_conn = psycopg2.connect(dbname=dbname, user=user, + password=password, host=host) + pg_curs = pg_conn.cursor() + return pg_conn, pg_curs + + +pg_conn, pg_curs = refresh_connection_and_cursor(pg_conn, pg_curs) +print(create_character_table) + +# Execute the created table +pg_curs.execute(create_character_table) +pg_conn.commit() + +# PostgreSQL comparison to the SQLite pragma +# We can query tables if we want to check +# This is a clever optional thing, showing postgresql internals +show_tables = """ +SELECT + * +FROM + pg_catalog.pg_tables +WHERE + schemaname != 'pg_catalog' +AND schemaname != 'information_schema'; +""" +print(pg_curs.execute(show_tables)) +print(pg_curs.fetchall()) + +# Done with step 2 (transform) +# Step 3 - Load! +print(characters[0]) +print(characters[0][1:]) + +example_insert = """ +INSERT INTO charactercreator_character +(name, level, exp, hp, strength, intelligence, dexterity, wisdom) +VALUES """ + str(characters[0][1:]) + ";" + +print(example_insert) + +for character in characters: + insert_character = """ + INSERT INTO charactercreator_character + (name, level, exp, hp, strength, intelligence, dexterity, wisdom) + VALUES """ + str(character[1:]) + ";" + pg_curs.execute(insert_character) + +pg_conn.commit() + +# Let's look at what we've done +print(pg_curs.execute('SELECT * FROM charactercreator_character LIMIT 5;')) +print(pg_curs.fetchall()) + +# Now the data looks the same! But let's check it systematically +pg_curs.execute('SELECT * FROM charactercreator_character;') +pg_characters = pg_curs.fetchall() + +# We could do more spot checks, but let's loop and check them all +# TODO/afternoon task - consider making this a more formal test +for character, pg_character in zip(characters, pg_characters): + assert character == pg_character + +# No complaints - which means they're all the same! +# Closing out cursor/connection to wrap up +pg_curs.close() +pg_conn.close() +sl_curs.close() +sl_conn.close() diff --git a/module2-sql-for-analysis/Insert_Titanic.py b/module2-sql-for-analysis/Insert_Titanic.py new file mode 100644 index 00000000..a3ff4c3f --- /dev/null +++ b/module2-sql-for-analysis/Insert_Titanic.py @@ -0,0 +1,112 @@ +import sqlite3 +import psycopg2 + +dbname = 'ppezxvjc' +user = 'ppezxvjc' +password = 't0tlBYAiZvucD-MTqJAG2SPT87DZbVnS' # Don't commit +host = 'isilo.db.elephantsql.com' + +pg_conn = psycopg2.connect(dbname=dbname, user=user, password=password, host=host) +pg_curs = pg_conn.cursor() + +# Get Data Out of SQLite +sl_conn = sqlite3.connect('Titanic.db') +sl_curs = sl_conn.cursor() + +# Create Table +get_people = "SELECT * FROM Titanic" +sl_curs.execute(get_people) +people = sl_curs.fetchall() +# Get rows for the table +print(len(people)) + +# Slice the first 5 Rows +print(f'people {people[:5]}') + +# Step1 - Completed, we have data in people + +# Step2 - Transform +# Goal is to make a schema to define a table that fits the data +sl_curs.execute('PRAGMA table_info(TITANIC);') +print(sl_curs.fetchall()) + +create_TITANIC_table = """ +CREATE TABLE TITANIC ( + Name INT, + Sex VARCHAR(30), + Age FlOAT, + Siblings_Spouses INT, + Parents_Children INT, + Fare FlOAT + ); + """ + + +# Defining a function to refresh connection and cursor +def refresh_connection_and_cursor(conn, curs): + curs.close() + conn.close() + pg_conn = psycopg2.connect(dbname=dbname, user=user, + password=password, host=host) + pg_curs = pg_conn.cursor() + return pg_conn, pg_curs + +pg_conn, pg_curs = refresh_connection_and_cursor(pg_conn, pg_curs) +print(create_TITANIC_table) +pg_conn.commit() + +# PostgreSQL comparison to the SQLite pragma +# We can query tables if we want to check +# This is a clever optional thing, showing postgresql internals +show_tables = """ +SELECT + * +FROM + pg_catalog.pg_tables +WHERE + schemaname != 'pg_catalog' +AND schemaname != 'information_schema'; +""" +print(pg_curs.execute(show_tables)) +print(pg_curs.fetchall()) + +# Done with step 2 (transform) +# Step 3 - Load! +print(people[0]) +print(people[0][1:]) + +example_insert = """ +INSERT INTO TITANIC +(Name, Sex, Age, Siblings_Spouses, Parents_Children,Fare) +VALUES """ + str(people[0][1:]) + ";" + +print(example_insert) + +for person in people: + insert_person = """ + INSERT INTO TITANIC + (Name, Sex, Age, Siblings_Spouses, Parents_Children, Fare) + VALUES """ + str(people[1:]) + ";" + pg_curs.execute(insert_person) + +pg_conn.commit() + +# Let's look at what we've done +print(pg_curs.execute('SELECT * FROM TITANIC LIMIT 5;')) +print(pg_curs.fetchall()) + +# Now the data looks the same! But let's check it systematically +pg_curs.execute('SELECT * FROM TITANIC;') +pg_people = pg_curs.fetchall() + +# We could do more spot checks, but let's loop and check them all +# TODO/afternoon task - consider making this a more formal test +for person, pg_person in zip(people, pg_people): + assert person == pg_person + +# No complaints - which means they're all the same! +# Closing out cursor/connection to wrap up +pg_curs.close() +pg_conn.close() +sl_curs.close() +sl_conn.close() diff --git a/module2-sql-for-analysis/PostGreSQL.py b/module2-sql-for-analysis/PostGreSQL.py index 82e312c5..ca43f5bc 100644 --- a/module2-sql-for-analysis/PostGreSQL.py +++ b/module2-sql-for-analysis/PostGreSQL.py @@ -6,5 +6,35 @@ dbname = 'ppezxvjc' user = 'ppezxvjc' password = 't0tlBYAiZvucD-MTqJAG2SPT87DZbVnS' # Don't commit +host = 'isilo.db.elephantsql.com' +pg_conn = psycopg2.connect(dbname=dbname, user=user, password=password, host=host) + +pg_curs = pg_conn.cursor() +# help(pg_curs.execute) + +# were connected, lets see what is the db +pg_curs.execute('SELECT * FR' + 'OM test_table;') +print(pg_curs.fetchall()) + +# Add another insert statement +insert_statement = """ +INSERT INTO test_table (name, data) VALUES +( + 'pokemon', + '{"key": "value","key2" : 2}'::JSONB +) ; + +""" + +pg_curs.execute(insert_statement) +pg_conn.commit() + +pg_curs.execute('SELECT * FROM test_table;') +print(pg_curs.fetchall()) + +# closing cursor +pg_curs.close() +# pg_conn.close() # If we were really done diff --git a/module2-sql-for-analysis/Titanic.db b/module2-sql-for-analysis/Titanic.db new file mode 100644 index 0000000000000000000000000000000000000000..2a1bbafa881028e21611f7c5eb7f13d52f9bcd03 GIT binary patch literal 57344 zcmeIbd3;>iRW7P3jU}lhx7}{r@>HIrD$SE+yW4J`(qPH9WV@|C)HPnn?Mo6u0!iQ|5J>L35JHkmZs!r82_zvyLx7NkckhJ^5as|GNW%EOZ>_yg z9XWYC-XHJ%-XGR4k=@;A*k|vx*YK@xtv&b1bYeXox{=PT#@0haRokk3zA7gas;a80 z!T($EfBRF7zwqDLAD{ipzwu{HRqxoZ2XTR~wW|vMyZ3W%2JX$ky&1SS1NUa&-VEHE zfqOG>ZwBtoz`Yr`Hv{)(;Q#M4kel_@@7lZ9mw)+sY(5#kdj4wk()ls-hktB#B6@Wq zbTv9UJrO!={_WvVxbg5@HnWk~h%X)voxgN-Vsc`(yD=0xd}SdSTU*=u?=Hnwe`m3D#mezl4{buXmwElVPms|f=>*rd3r}dMqA8Gy7=D%-#p}E}r zSaWyNmzv(&^nBBerc+IIjlb1+r}1KATi~w(zZUr6z{S9xhQDg~m4??fEH|8N@Ylao zU#fqw?pt*)*1fK7scyKgq4w8mf2j8H+C4R&sd-z??V9PDw(2iezpMIA^`q5C{NM2Z zrvJzM^Zr5Kw|p=8-s+3{PWkGpzF76X?9ZS8eg54)H*g-$jPCRW z%rm36(rfGKWO^+$wwy_)(wJlX18-?_y8rC?KdpYx3!PKAWk{au=P;tH^O^KoJai!w zno6e^dF@VT_G$To;YnP3c8|~J!;lkeYrUcAL^7F(rEu3~XcCv-PNZ(cdC#_5zcaZu z#Gn3iysPqtx%K$1WqjgTHj_%<4qb?+Rub~9A?KJ*RCoe+^z8Kc%x7Fnq!!|-JE4n- z)QSw=?;M(wXP+9!tep3bXd;t}g`&y$v$51-27gN}#xrYcX)~<*YW&W@_sgxlV|d9! 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df.rename(columns={'Siblings/Spouses Aboard': 'Siblings_Spouses', 'Parents/Children Aboard': 'Parents_Children'}) +print(df.head()) +print(df.info()) +print(df.describe()) +# Create Table +conn = sqlite3.connect('Titanic2.db') +c = conn.cursor() +c.execute( +'CREATE TABLE TITANIC (Survived number, Pclass number, Name text,' \ +' Sex text, Age float, Siblings_Spouses number,Parents_Children number, Flare float)') + +df.to_sql('TITANIC', conn, if_exists='replace', index=False) + +c.execute("SELECT * FROM TITANIC;") +sl_curs = \ No newline at end of file diff --git a/module2-sql-for-analysis/rpg_db.sqlite3 b/module2-sql-for-analysis/rpg_db.sqlite3 new file mode 100644 index 0000000000000000000000000000000000000000..837d7f16116f34e53935a4560c69acb17766b29d GIT binary patch literal 253952 zcmeEv2YejG+5XJl?#^D>UCXj8H`yo2vMtN9RjlTQWm_(|_X^@9t>v??$ag0f`mRs( z(0etV&_hoMH6aj4A%P?W@&PF%kOBnwl90fc|2yR*xq<(D$;SuZ`1kX^&%HA{<(b*% z_T8P)tz5n+nsLILlc{(l6Rt%A5XNX`IE)Z#g8wt%f9_ug05$gkEbfO71)I=BZI%Y9 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z#N>e&G&KUgC)lcS;J*R@yRP$4nVeW59V^IFVYe!R0k2igJm7TgvuMX~8I;(qcn@0o z0aAH12~Y`?E*z@|%-rqWbxh;yaQQCwl0^L}29PURarlr>)|l-~c@+*Hk`i12Ohg74GV42z@E18GDu8pEnppL>j9&6H>d$T>Mi~(%9iCUdH@>W zk;Bur!RSegHiyeA_)t$OL%K|+fo0li8kcX?StiR#VRy;PUjn6)&F_2TpMPnfOrF!$_=~wfc=ZSl(Jv`>GhreN zoWZG($Vhp~c+Qq4VQFT<5?lr!=uTRW+=!xymkaIe+ud0P?@3b+dQhNAS_*9ptt>Oy zO;Ao`)%pVM<+zPkC8A=f^qTe@_p;^=)lQZdu`VluU`U{2qkBu`3!_P~l-8rI9i^oDMln>aSXFmak_Nzof=zIYc#}1pWDYJO z6-%raA5ST-aoWev{>jJp?;I${>jNvMUW~XIv_LfPWLfnhOD_Jps z>zHuOmqDOn0P3n`TZtQ2VclMPZ;iAdM8t~x~-p2Ecu$|M{WZK*juq2g8nanD0T30Y+Z`a%l I7DE0%0nR8z>Hq)$ From f6272377803c699801637bd94f85a75ec8d0692c Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Wed, 12 Aug 2020 11:38:05 -0700 Subject: [PATCH 07/19] updates --- module1-introduction-to-sql/DF_to_SQL.py | 6 ++- module2-sql-for-analysis/Insert_Titanic.py | 47 ++++++++++--------- module2-sql-for-analysis/TitanicDF_to_SQL.py | 10 ++-- .../.idea/.gitignore | 8 ++++ .../inspectionProfiles/Project_Default.xml | 6 +++ .../inspectionProfiles/profiles_settings.xml | 6 +++ .../.idea/misc.xml | 4 ++ ...-nosql-and-document-oriented-databases.iml | 8 ++++ .../.idea/modules.xml | 8 ++++ .../.idea/vcs.xml | 6 +++ 10 files changed, 81 insertions(+), 28 deletions(-) create mode 100644 module3-nosql-and-document-oriented-databases/.idea/.gitignore create mode 100644 module3-nosql-and-document-oriented-databases/.idea/inspectionProfiles/Project_Default.xml create mode 100644 module3-nosql-and-document-oriented-databases/.idea/inspectionProfiles/profiles_settings.xml create mode 100644 module3-nosql-and-document-oriented-databases/.idea/misc.xml create mode 100644 module3-nosql-and-document-oriented-databases/.idea/module3-nosql-and-document-oriented-databases.iml create mode 100644 module3-nosql-and-document-oriented-databases/.idea/modules.xml create mode 100644 module3-nosql-and-document-oriented-databases/.idea/vcs.xml diff --git a/module1-introduction-to-sql/DF_to_SQL.py b/module1-introduction-to-sql/DF_to_SQL.py index e6d7cf1d..381ad0e5 100644 --- a/module1-introduction-to-sql/DF_to_SQL.py +++ b/module1-introduction-to-sql/DF_to_SQL.py @@ -2,16 +2,18 @@ import sqlite3 df = pd.read_csv('https://archive.ics.uci.edu/ml/machine-learning-databases/00476/buddymove_holidayiq.csv') -df = df.rename(columns ={'User Id':'UserId'}) +df = df.rename(columns={'User Id': 'UserId'}) -# CREATE DATA BASE +# CREATING DATA BASE conn = sqlite3.connect('Reviews.db') c = conn.cursor() # Create TABLE c.execute('CREATE TABLE REVIEWS (UserId text, Sports number,Religious number, Nature number,' 'Theatre number, Shopping number, Picnic number)') +# Saving Created Table into our Data Base conn.commit() +# Convert DF to SQL df.to_sql('REVIEWS', conn, if_exists='replace', index=False) c.execute(""" diff --git a/module2-sql-for-analysis/Insert_Titanic.py b/module2-sql-for-analysis/Insert_Titanic.py index a3ff4c3f..8c35a919 100644 --- a/module2-sql-for-analysis/Insert_Titanic.py +++ b/module2-sql-for-analysis/Insert_Titanic.py @@ -1,6 +1,7 @@ import sqlite3 import psycopg2 +# Establish Connection W/ DataBase dbname = 'ppezxvjc' user = 'ppezxvjc' password = 't0tlBYAiZvucD-MTqJAG2SPT87DZbVnS' # Don't commit @@ -14,7 +15,7 @@ sl_curs = sl_conn.cursor() # Create Table -get_people = "SELECT * FROM Titanic" +get_people = "SELECT * FROM TITANIC" sl_curs.execute(get_people) people = sl_curs.fetchall() # Get rows for the table @@ -31,7 +32,9 @@ print(sl_curs.fetchall()) create_TITANIC_table = """ -CREATE TABLE TITANIC ( +CREATE TABLE if not exists TITANIC4 ( + Survived INT, + Pclass INT, Name INT, Sex VARCHAR(30), Age FlOAT, @@ -41,19 +44,20 @@ ); """ - -# Defining a function to refresh connection and cursor -def refresh_connection_and_cursor(conn, curs): - curs.close() - conn.close() - pg_conn = psycopg2.connect(dbname=dbname, user=user, - password=password, host=host) - pg_curs = pg_conn.cursor() - return pg_conn, pg_curs - -pg_conn, pg_curs = refresh_connection_and_cursor(pg_conn, pg_curs) -print(create_TITANIC_table) -pg_conn.commit() +# +# # Defining a function to refresh connection and cursor +# def refresh_connection_and_cursor(conn, curs): +# curs.close() +# conn.close() +# pg_conn = psycopg2.connect(dbname=dbname, user=user, +# password=password, host=host) +# pg_curs = pg_conn.cursor() +# return pg_conn, pg_curs +# + +# pg_conn, pg_curs = refresh_connection_and_cursor(pg_conn, pg_curs) +# pg_curs.execute(create_TITANIC_table) +# pg_conn.commit() # PostgreSQL comparison to the SQLite pragma # We can query tables if we want to check @@ -76,23 +80,22 @@ def refresh_connection_and_cursor(conn, curs): print(people[0][1:]) example_insert = """ -INSERT INTO TITANIC -(Name, Sex, Age, Siblings_Spouses, Parents_Children,Fare) +INSERT INTO TITANIC4 +(Survived, Pclass, Name, Sex, Age, Siblings_Spouses, Parents_Children,Fare) VALUES """ + str(people[0][1:]) + ";" print(example_insert) - for person in people: insert_person = """ - INSERT INTO TITANIC - (Name, Sex, Age, Siblings_Spouses, Parents_Children, Fare) - VALUES """ + str(people[1:]) + ";" + INSERT INTO TITANIC4 + (Survived, Pclass,Name, Sex, Age, Siblings_Spouses, Parents_Children, Fare) + VALUES """ + str(person[1:]) + ";" pg_curs.execute(insert_person) pg_conn.commit() # Let's look at what we've done -print(pg_curs.execute('SELECT * FROM TITANIC LIMIT 5;')) +print(pg_curs.execute('SELECT * FROM TITANIC2 LIMIT 5;')) print(pg_curs.fetchall()) # Now the data looks the same! But let's check it systematically diff --git a/module2-sql-for-analysis/TitanicDF_to_SQL.py b/module2-sql-for-analysis/TitanicDF_to_SQL.py index ec89f238..860338cf 100644 --- a/module2-sql-for-analysis/TitanicDF_to_SQL.py +++ b/module2-sql-for-analysis/TitanicDF_to_SQL.py @@ -10,13 +10,15 @@ print(df.info()) print(df.describe()) # Create Table -conn = sqlite3.connect('Titanic2.db') +conn = sqlite3.connect('Titanic.db') c = conn.cursor() c.execute( -'CREATE TABLE TITANIC (Survived number, Pclass number, Name text,' \ -' Sex text, Age float, Siblings_Spouses number,Parents_Children number, Flare float)') + 'CREATE TABLE TITANIC (Survived number, Pclass number, Name text,' \ + ' Sex text, Age float, Siblings_Spouses number,Parents_Children number, Fare float)') df.to_sql('TITANIC', conn, if_exists='replace', index=False) c.execute("SELECT * FROM TITANIC;") -sl_curs = \ No newline at end of file + +for row in c.fetchall(): + print(row) diff --git a/module3-nosql-and-document-oriented-databases/.idea/.gitignore b/module3-nosql-and-document-oriented-databases/.idea/.gitignore new file mode 100644 index 00000000..73f69e09 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml +# Editor-based HTTP Client requests +/httpRequests/ diff --git a/module3-nosql-and-document-oriented-databases/.idea/inspectionProfiles/Project_Default.xml b/module3-nosql-and-document-oriented-databases/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 00000000..5cb71ef0 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/module3-nosql-and-document-oriented-databases/.idea/inspectionProfiles/profiles_settings.xml b/module3-nosql-and-document-oriented-databases/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 00000000..105ce2da --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/module3-nosql-and-document-oriented-databases/.idea/misc.xml b/module3-nosql-and-document-oriented-databases/.idea/misc.xml new file mode 100644 index 00000000..d1e22ecb --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/module3-nosql-and-document-oriented-databases/.idea/module3-nosql-and-document-oriented-databases.iml b/module3-nosql-and-document-oriented-databases/.idea/module3-nosql-and-document-oriented-databases.iml new file mode 100644 index 00000000..d0876a78 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/.idea/module3-nosql-and-document-oriented-databases.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/module3-nosql-and-document-oriented-databases/.idea/modules.xml b/module3-nosql-and-document-oriented-databases/.idea/modules.xml new file mode 100644 index 00000000..223865fd --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/module3-nosql-and-document-oriented-databases/.idea/vcs.xml b/module3-nosql-and-document-oriented-databases/.idea/vcs.xml new file mode 100644 index 00000000..6c0b8635 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file From 5cfe245fa76ebebe1e374af54ca9bbd09602c3ed Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Wed, 12 Aug 2020 15:45:45 -0700 Subject: [PATCH 08/19] updates PT2 of Assignment for Module3 --- .DS_Store | Bin 6148 -> 6148 bytes module2-sql-for-analysis/Insert_Titanic.py | 80 ++++++++-------- .../.idea/misc.xml | 2 +- ...-nosql-and-document-oriented-databases.iml | 2 +- .../Pipfile | 11 +++ .../Pipfile.lock | 20 ++++ .../WorkingW/Mongo.py | 88 ++++++++++++++++++ 7 files changed, 163 insertions(+), 40 deletions(-) create mode 100644 module3-nosql-and-document-oriented-databases/Pipfile create mode 100644 module3-nosql-and-document-oriented-databases/Pipfile.lock create mode 100644 module3-nosql-and-document-oriented-databases/WorkingW/Mongo.py diff --git a/.DS_Store b/.DS_Store index 16df1d6a23b557c151e656b992940eee53bcd050..3ed694c36315abe50c318adb54ec5d00cd66ce04 100644 GIT binary patch delta 122 zcmZoMXfc@J&&awlU^gQp>tuf>tI2LmCnI$kavAa&QW#1Zau`w>j2Uzp@__tehC(1; zmmv|zO99d;K(S - + \ No newline at end of file diff --git a/module3-nosql-and-document-oriented-databases/.idea/module3-nosql-and-document-oriented-databases.iml b/module3-nosql-and-document-oriented-databases/.idea/module3-nosql-and-document-oriented-databases.iml index d0876a78..e2cad7f9 100644 --- a/module3-nosql-and-document-oriented-databases/.idea/module3-nosql-and-document-oriented-databases.iml +++ b/module3-nosql-and-document-oriented-databases/.idea/module3-nosql-and-document-oriented-databases.iml @@ -2,7 +2,7 @@ - + \ No newline at end of file diff --git a/module3-nosql-and-document-oriented-databases/Pipfile b/module3-nosql-and-document-oriented-databases/Pipfile new file mode 100644 index 00000000..b723d019 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/Pipfile @@ -0,0 +1,11 @@ +[[source]] +name = "pypi" +url = "https://pypi.org/simple" +verify_ssl = true + +[dev-packages] + +[packages] + +[requires] +python_version = "3.7" diff --git a/module3-nosql-and-document-oriented-databases/Pipfile.lock b/module3-nosql-and-document-oriented-databases/Pipfile.lock new file mode 100644 index 00000000..9a51a282 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/Pipfile.lock @@ -0,0 +1,20 @@ +{ + "_meta": { + "hash": { + "sha256": "7e7ef69da7248742e869378f8421880cf8f0017f96d94d086813baa518a65489" + }, + "pipfile-spec": 6, + "requires": { + "python_version": "3.7" + }, + "sources": [ + { + "name": "pypi", + "url": "https://pypi.org/simple", + "verify_ssl": true + } + ] + }, + "default": {}, + "develop": {} +} diff --git a/module3-nosql-and-document-oriented-databases/WorkingW/Mongo.py b/module3-nosql-and-document-oriented-databases/WorkingW/Mongo.py new file mode 100644 index 00000000..79e85dfa --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/WorkingW/Mongo.py @@ -0,0 +1,88 @@ +import pymongo + +password = 'suh264tUm' +dbname = 'test' +connection = ('mongodb+srv://jonatan5696:'+ password + + '@cluster0.jalzo.gcp.mongodb.net/' + dbname + + '?retryWrites=true&w=majority') +client = pymongo.MongoClient(connection) +db = client.test +print(db) +print('\n') +curs = db.test.find({'x': 1}) +print(f'list of curs is, {list(curs)}\n') + +# Let's add some more interesting documents + +byrnes_doc = { + 'animal': 'manatee', + 'color': 'green', + 'number': 7 +} + +daves_doc = { + 'animal': 'bat', + 'color': 'red', + 'number': 1000 +} + +sasanas_doc = { + 'animal': 'orca', + 'color': 'blue', + 'number': 9 +} + +tylers_doc = { + 'animal': 'hippogryph', + 'cities': ['New York', 'Houston'] +} + +walters_doc = { + 'color': 'chartreuse', + 'animal': 'platypus' +} + +aarons_doc = { + 'inner_dict': { + 'x': 2, + 'y': -4, + 'z': 'banana' + }, + 'another_key': (2, 6, 3) +} + +# Let's put them all in a list for convenience +all_docs = [byrnes_doc, daves_doc, sasanas_doc, tylers_doc, walters_doc, + aarons_doc] + + +print(f'len of docs {len(all_docs)}\n') + +# Insert Documents Back Into Data Base +db.test.insert_many(all_docs) + +db.test.insert_one({ + 'animal': 'tiger', + 'color': 'green', + 'city': 'Paris' +}) + +#Look for Documents +print(f'looking for docs: {list(db.test.find())}') + +print('not in list form',db.test.find_one({'color': 'green'})) +print('in list form',list(db.test.find({'color': 'green'}))) + +more_docs = [] +for i in range(10): + doc = {'even': i % 2 == 0} + doc['value'] = i + more_docs.append(doc) + +print(more_docs) +# db.test.insert_many(more_docs) + +print(list(db.test.find({'even': True, 'value': 0}))) +print(list(db.test.find({'even': True}))) +result = db.test.update_one({'x': 1}, {'$inc': {'x': 3}}) +print(f'looking for docs: {list(db.test.find())}') From c1a0295865822d962c032f5449b9feffe40ea7e3 Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Wed, 12 Aug 2020 17:15:58 -0700 Subject: [PATCH 09/19] Create WorkingWMongo --- module3-nosql-and-document-oriented-databases/WorkingWMongo | 1 + 1 file changed, 1 insertion(+) create mode 100644 module3-nosql-and-document-oriented-databases/WorkingWMongo diff --git a/module3-nosql-and-document-oriented-databases/WorkingWMongo b/module3-nosql-and-document-oriented-databases/WorkingWMongo new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/WorkingWMongo @@ -0,0 +1 @@ + From eaeb7fbf23ee44a0589d41cc8019faa9cfd00ae8 Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Wed, 12 Aug 2020 17:16:56 -0700 Subject: [PATCH 10/19] change name --- module3-nosql-and-document-oriented-databases/WorkingWMongo1 | 1 + 1 file changed, 1 insertion(+) create mode 100644 module3-nosql-and-document-oriented-databases/WorkingWMongo1 diff --git a/module3-nosql-and-document-oriented-databases/WorkingWMongo1 b/module3-nosql-and-document-oriented-databases/WorkingWMongo1 new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/WorkingWMongo1 @@ -0,0 +1 @@ + From 70ba5e9855f90acf2c2141bf0548664e42e6969a Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Wed, 12 Aug 2020 17:17:18 -0700 Subject: [PATCH 11/19] Delete WorkingWMongo --- module3-nosql-and-document-oriented-databases/WorkingWMongo | 1 - 1 file changed, 1 deletion(-) delete mode 100644 module3-nosql-and-document-oriented-databases/WorkingWMongo diff --git a/module3-nosql-and-document-oriented-databases/WorkingWMongo b/module3-nosql-and-document-oriented-databases/WorkingWMongo deleted file mode 100644 index 8b137891..00000000 --- a/module3-nosql-and-document-oriented-databases/WorkingWMongo +++ /dev/null @@ -1 +0,0 @@ - From d7fb0a3cdb274b7fb6fdb032ddc001e4603a26a8 Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Wed, 12 Aug 2020 17:17:27 -0700 Subject: [PATCH 12/19] Delete WorkingWMongo1 --- module3-nosql-and-document-oriented-databases/WorkingWMongo1 | 1 - 1 file changed, 1 deletion(-) delete mode 100644 module3-nosql-and-document-oriented-databases/WorkingWMongo1 diff --git a/module3-nosql-and-document-oriented-databases/WorkingWMongo1 b/module3-nosql-and-document-oriented-databases/WorkingWMongo1 deleted file mode 100644 index 8b137891..00000000 --- a/module3-nosql-and-document-oriented-databases/WorkingWMongo1 +++ /dev/null @@ -1 +0,0 @@ - From 3b6d1472769dae90be7789b504b36f15ff4def42 Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Wed, 12 Aug 2020 20:02:09 -0700 Subject: [PATCH 13/19] ChangeName, Working Part2 --- module1-introduction-to-sql/rpg_queries.py | 5 ++- module2-sql-for-analysis/Insert_Titanic.py | 37 ++++++++++-------- module2-sql-for-analysis/TitanicDF_to_SQL.py | 2 +- .../{WorkingW => WorkingWMongo}/Mongo.py | 30 +++++--------- .../WorkingWMongo/Mongo1.py | 33 ++++++++++++++++ .../WorkingWMongo/rpg_db.sqlite3 | Bin 0 -> 253952 bytes 6 files changed, 68 insertions(+), 39 deletions(-) rename module3-nosql-and-document-oriented-databases/{WorkingW => WorkingWMongo}/Mongo.py (66%) create mode 100644 module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo1.py create mode 100644 module3-nosql-and-document-oriented-databases/WorkingWMongo/rpg_db.sqlite3 diff --git a/module1-introduction-to-sql/rpg_queries.py b/module1-introduction-to-sql/rpg_queries.py index 4600dd07..f1782ce9 100644 --- a/module1-introduction-to-sql/rpg_queries.py +++ b/module1-introduction-to-sql/rpg_queries.py @@ -108,8 +108,9 @@ def execute_query(cursor, query): conn = connect_to_db() curs = conn.cursor() - total_characters = execute_query(curs, GET_TOTAL_CHARACTERS) - print('total characters', total_characters) + total_characters = curs.execute(GET_TOTAL_CHARACTERS) + total_c = curs.fetchall() + print('total characters', total_c) number_cleric = execute_query(curs, GET_CHARACTERS_CLERIC) number_fighter = execute_query(curs, GET_CHARACTERS_FIGHTER) diff --git a/module2-sql-for-analysis/Insert_Titanic.py b/module2-sql-for-analysis/Insert_Titanic.py index 8a20a724..514b4f09 100644 --- a/module2-sql-for-analysis/Insert_Titanic.py +++ b/module2-sql-for-analysis/Insert_Titanic.py @@ -31,6 +31,7 @@ sl_curs.execute('PRAGMA table_info(TITANIC);') print(sl_curs.fetchall()) + create_TITANIC_table = """ DROP TABLE if exists TITANIC; CREATE TABLE if not exists TITANIC ( @@ -60,6 +61,9 @@ def refresh_connection_and_cursor(conn, curs): pg_curs.execute(create_TITANIC_table) pg_conn.commit() +pg_curs.execute('DROP TABLE if exists TITANIC3,TITANIC4,TITANIC5,TITANIC6') +pg_conn.commit() + # PostgreSQL comparison to the SQLite pragma # We can query tables if we want to check # This is a clever optional thing, showing postgresql internals @@ -84,7 +88,7 @@ def refresh_connection_and_cursor(conn, curs): (Survived, Pclass, Name, Sex, Age, Siblings_Spouses, Parents_Children,Fare) VALUES """ + str(people[0][0:]) + ";" -print(example_insert) + for person in people: if "'" in person[2]: person = list(person) @@ -98,22 +102,23 @@ def refresh_connection_and_cursor(conn, curs): pg_conn.commit() -# Let's look at what we've done +# Let's look at what we've done first print(pg_curs.execute('SELECT * FROM TITANIC7 LIMIT 10;')) -print(pg_curs.fetchall()) -# -# # Now the data looks the same! But let's check it systematically -# pg_curs.execute('SELECT * FROM TITANIC6;') -# pg_people = pg_curs.fetchall() -# -# # We could do more spot checks, but let's loop and check them all +pg_curs.fetchall() + +# Now the data looks the same! But let's check it systematically +pg_curs.execute('SELECT * FROM TITANIC7;') +pg_people = pg_curs.fetchall() + +#TESTS +# We could do more spot checks, but let's loop and check them all # # TODO/afternoon task - consider making this a more formal test # for person, pg_person in zip(people, pg_people): # assert person == pg_person -# -# # No complaints - which means they're all the same! -# # Closing out cursor/connection to wrap up -# pg_curs.close() -# pg_conn.close() -# sl_curs.close() -# sl_conn.close() + +# No complaints - which means they're all the same! +# Closing out cursor/connection to wrap up +pg_curs.close() +pg_conn.close() +sl_curs.close() +sl_conn.close() diff --git a/module2-sql-for-analysis/TitanicDF_to_SQL.py b/module2-sql-for-analysis/TitanicDF_to_SQL.py index 860338cf..cd2e207d 100644 --- a/module2-sql-for-analysis/TitanicDF_to_SQL.py +++ b/module2-sql-for-analysis/TitanicDF_to_SQL.py @@ -10,7 +10,7 @@ print(df.info()) print(df.describe()) # Create Table -conn = sqlite3.connect('Titanic.db') +conn = sqlite3.connect('name.db') c = conn.cursor() c.execute( 'CREATE TABLE TITANIC (Survived number, Pclass number, Name text,' \ diff --git a/module3-nosql-and-document-oriented-databases/WorkingW/Mongo.py b/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo.py similarity index 66% rename from module3-nosql-and-document-oriented-databases/WorkingW/Mongo.py rename to module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo.py index 79e85dfa..259d4e11 100644 --- a/module3-nosql-and-document-oriented-databases/WorkingW/Mongo.py +++ b/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo.py @@ -1,8 +1,7 @@ import pymongo - password = 'suh264tUm' dbname = 'test' -connection = ('mongodb+srv://jonatan5696:'+ password + +connection = ('mongodb+srv://jonatan5696:' + password + '@cluster0.jalzo.gcp.mongodb.net/' + dbname + '?retryWrites=true&w=majority') client = pymongo.MongoClient(connection) @@ -52,37 +51,28 @@ } # Let's put them all in a list for convenience -all_docs = [byrnes_doc, daves_doc, sasanas_doc, tylers_doc, walters_doc, +#all_docs = [byrnes_doc, daves_doc, sasanas_doc, tylers_doc, walters_doc, aarons_doc] - print(f'len of docs {len(all_docs)}\n') # Insert Documents Back Into Data Base db.test.insert_many(all_docs) -db.test.insert_one({ - 'animal': 'tiger', - 'color': 'green', - 'city': 'Paris' -}) +# db.test.insert_one({ +# 'animal': 'tiger', +# 'color': 'green', +# 'city': 'Paris' +# }) -#Look for Documents +# Look for Documents print(f'looking for docs: {list(db.test.find())}') -print('not in list form',db.test.find_one({'color': 'green'})) -print('in list form',list(db.test.find({'color': 'green'}))) +print('not in list form', db.test.find_one({'color': 'green'})) +print('in list form', list(db.test.find({'color': 'green'}))) more_docs = [] for i in range(10): doc = {'even': i % 2 == 0} doc['value'] = i more_docs.append(doc) - -print(more_docs) -# db.test.insert_many(more_docs) - -print(list(db.test.find({'even': True, 'value': 0}))) -print(list(db.test.find({'even': True}))) -result = db.test.update_one({'x': 1}, {'$inc': {'x': 3}}) -print(f'looking for docs: {list(db.test.find())}') diff --git a/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo1.py b/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo1.py new file mode 100644 index 00000000..22ce72a1 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo1.py @@ -0,0 +1,33 @@ +import pymongo +import sqlite3 + +password = 'suh264tUm' +dbname = 'character_data_base' +connection = ('mongodb+srv://jonatan5696:' + password + + '@cluster0.jalzo.gcp.mongodb.net/' + dbname + + '?retryWrites=true&w=majority') +client = pymongo.MongoClient(connection) +db = client.character_data + +# Step 1 - Extract, getting data out of SQlite3 +conn = sqlite3.connect('rpg_db.sqlite3') +curs = conn.cursor() + +# goal is to copy the charactercreator_character table +get_characters = 'SELECT * FROM charactercreator_character;' +characters = curs.execute(get_characters).fetchall() +print(characters) +character_observations = [] +for char in characters: + get_rpg_characters = {'Character_id':char[0], + 'name':char[1], + 'level':char[2], + 'exp':char[3], + 'hp': char[4], + 'strength': char[5], + 'intelligence': char[6], + 'dexterity': char[7], + 'wisdom': char[8]} + character_observations.append(get_rpg_characters) + db.character_data.insert_one + db.character_data.insert diff --git a/module3-nosql-and-document-oriented-databases/WorkingWMongo/rpg_db.sqlite3 b/module3-nosql-and-document-oriented-databases/WorkingWMongo/rpg_db.sqlite3 new file mode 100644 index 0000000000000000000000000000000000000000..837d7f16116f34e53935a4560c69acb17766b29d GIT binary patch literal 253952 zcmeEv2YejG+5XJl?#^D>UCXj8H`yo2vMtN9RjlTQWm_(|_X^@9t>v??$ag0f`mRs( z(0etV&_hoMH6aj4A%P?W@&PF%kOBnwl90fc|2yR*xq<(D$;SuZ`1kX^&%HA{<(b*% 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b/module1-introduction-to-sql/Unit 3 Sprint 2 SQL and Databases Study Guide.md new file mode 100644 index 00000000..69784f06 --- /dev/null +++ b/module1-introduction-to-sql/Unit 3 Sprint 2 SQL and Databases Study Guide.md @@ -0,0 +1,151 @@ +# Unit 3 Sprint 2 SQL and Databases Study Guide + +This study guide should reinforce and provide practice for all of the concepts you have seen in the past week. There are a mix of written questions and coding exercises, both are equally important to prepare you for the sprint challenge as well as to be able to speak on these topics comfortably in interviews and on the job. + +If you get stuck or are unsure of something remember the 20 minute rule. If that doesn't help, then research a solution with [google](https://www.google.com) or [StackOverflow](https://www.stackoverflow.com). Only once you have exhausted these methods should you turn to your Team Lead - they won't be there on your SC or during an interview. That being said, don't hesitate to ask for help if you truly are stuck. + +Have fun studying! + +## SQL + +**Concepts:** + +1. What is SQL? +Structure Query Language +2. What is a RDBMS? +- Relational Data Base Management System +The data in RDBMS is stored in database objects called tables. +A table is a collection of related data entries and it consists of columns and rows. + +3. What is an ETL pipeline? +- Means Extract Transform Load +- Extracting data from different sources, + +4. What is a schema? +- Finally the information which is now available in a consistent format gets loaded. From now one you can obtain any +specific piece of data and compare it in relation to any other pieces of data. + +5. What does each letter in ACID stand for? Give an explanation for each and why they matter? +In the context of transaction processing, the acronym ACID refers to the four key properties of a transaction: atomicity, consistency, isolation, and durability. + +- Atomicity +All changes to data are performed as if they are a single operation. That is, all the changes are performed, or none of them are. +For example, in an application that transfers funds from one account to another, the atomicity property ensures that, if a debit is made successfully from one account, the corresponding credit is made to the other account. +- Consistency +Data is in a consistent state when a transaction starts and when it ends. +For example, in an application that transfers funds from one account to another, the consistency property ensures that the total value of funds in both the accounts is the same at the start and end of each transaction. +- Isolation +The intermediate state of a transaction is invisible to other transactions. As a result, transactions that run concurrently appear to be serialized. +For example, in an application that transfers funds from one account to another, the isolation property ensures that another transaction sees the transferred funds in one account or the other, but not in both, nor in neither. +- Durability +After a transaction successfully completes, changes to data persist and are not undone, even in the event of a system failure. +For example, in an application that transfers funds from one account to another, the durability property ensures that the changes made to each account will not be reversed. + +6. Explain each of the table relationships and give an example for each +'https://medium.com/@emekadc/how-to-implement-one-to-one-one-to-many- +and-many-to-many-relationships-when-designing-a-database-9da2de684710' + - One-to-One +When a row in a table is related to only one role in another table and vice versa,we say + that is a one to one relationship. This relationship can be created using Primary key-Unique foreign key constraints. +For instance a Country can only have one UN Representative, and also a UN Representative +can only represent one Country. + - One-to-Many +One to Many Relationship (1:M) +This is where a row from one table can have multiple matching rows in another table this relationship is defined as a one to many relationship. This type of relationship can be created using Primary key-Foreign key relationship. +This kind of Relationship, allows a Car to have multiple Engineers. + - Many-to-Many +A row from one table can have multiple matching rows in another table, and a row in the other table can also have multiple matching rows in the first table this relationship is defined as a many to many relationship. This type of relationship can be created using a third table called “Junction table” or “Bridging table”. This Junction or Bridging table can be assumed as a place where attributes of the relationships between two lists of entities are stored. +This kind of Relationship, allows a junction or bridging table as a connection for the two tables. + +## Syntax +For the following section, give a brief explanation of each of the SQL commands. + +1. **SELECT** - +2. **WHERE** - +3. **LIMIT** - +4. **ORDER** - +5. **JOIN** - +6. **CREATE TABLE** - +7. **INSERT** - +8. **DISTINCT** - +9. **GROUP BY** - +10. **ORDER BY** - +11. **AVG** - +12. **MAX** - +13. **AS** - + +## Starting From Scratch +Create a file named `study_part1.py` and complete the exercise below. The only library you should need to import is `sqlite3`. Don't forget to be PEP8 compliant! +1. Create a new database file call `study_part1.sqlite3` +2. Create a table with the following columns + ``` + student - string + studied - string + grade - int + age - int + sex - string + ``` + +3. Fill the table with the following data + + ``` + 'Lion-O', 'True', 85, 24, 'Male' + 'Cheetara', 'True', 95, 22, 'Female' + 'Mumm-Ra', 'False', 65, 153, 'Male' + 'Snarf', 'False', 70, 15, 'Male' + 'Panthro', 'True', 80, 30, 'Male' + ``` + +4. Save your data. You can check that everything is working so far if you can view the table and data in DBBrowser + +5. Write the following queries to check your work. Querie outputs should be formatted for readability, don't simply print a number to the screen with no explanation, add context. + + ``` + What is the average age? Expected Result - 48.8 + What are the name of the female students? Expected Result - 'Cheetara' + How many students studied? Expected Results - 3 + Return all students and all columns, sorted by student names in alphabetical order. + ``` + +## Query All the Tables! + +### Setup +Before we get started you'll need a few things. +1. Download the [Chinook Database here](https://github.com/bundickm/Study-Guides/blob/master/data/Chinook_Sqlite.sqlite) +2. The schema can be [found here](https://github.com/bundickm/Study-Guides/blob/master/data/Chinook%20Schema.png) +3. Create a file named `study_part2.py` and complete the exercise below. The only library you should need to import is `sqlite3`. Don't forget to be PEP8 compliant! +4. Add a connection to the chinook database so that you can answer the queries below. + +### Queries +**Single Table Queries** +1. Find the average invoice total for each customer, return the details for the first 5 ID's +2. Return all columns in Customer for the first 5 customers residing in the United States +3. Which employee does not report to anyone? +4. Find the number of unique composers +5. How many rows are in the Track table? + +**Joins** + +6. Get the name of all Black Sabbath tracks and the albums they came off of +7. What is the most popular genre by number of tracks? +8. Find all customers that have spent over $45 +9. Find the first and last name, title, and the number of customers each employee has helped. If the customer count is 0 for an employee, it doesn't need to be displayed. Order the employees from most to least customers. +10. Return the first and last name of each employee and who they report to + +## NoSQL + +### Questions of Understanding + +1. What is a document store? + +2. What is a `key:value` pair? What data type in Python uses `key:value` pairs? + +3. Give an example of when it would be best to use a SQL Database and when it would be best to use a NoSQL Database + +4. What are some of the trade-offs between SQL and NoSQL? + +5. What does each letter in BASE stand for? Give an explanation for each and why they matter? + - B + - A + - S + - E diff --git a/module2-sql-for-analysis/Insert_Titanic.py b/module2-sql-for-analysis/Insert_Titanic.py index 514b4f09..4843705a 100644 --- a/module2-sql-for-analysis/Insert_Titanic.py +++ b/module2-sql-for-analysis/Insert_Titanic.py @@ -11,17 +11,17 @@ pg_curs = pg_conn.cursor() # Get Data Out of SQLite -sl_conn = sqlite3.connect('Titanic.db') +sl_conn = sqlite3.connect('Titanic3.db') sl_curs = sl_conn.cursor() -# Create Table +# Extract All Desired Observations/Rows get_people = "SELECT * FROM TITANIC" sl_curs.execute(get_people) people = sl_curs.fetchall() -# Get rows for the table +# Check Length print(len(people)) -# Slice the first 5 Rows +# Print first 5 Rows print(f'people {people[:5]}') # Step1 - Completed, we have data in people @@ -31,11 +31,10 @@ sl_curs.execute('PRAGMA table_info(TITANIC);') print(sl_curs.fetchall()) - create_TITANIC_table = """ DROP TABLE if exists TITANIC; CREATE TABLE if not exists TITANIC ( - Survived INT, + Survived INT , Pclass INT, Name VARCHAR(100), Sex VARCHAR(30), @@ -84,18 +83,17 @@ def refresh_connection_and_cursor(conn, curs): print(people[0]) print(people[0][1:]) example_insert = """ -INSERT INTO TITANIC7 +INSERT INTO TITANIC (Survived, Pclass, Name, Sex, Age, Siblings_Spouses, Parents_Children,Fare) VALUES """ + str(people[0][0:]) + ";" - for person in people: if "'" in person[2]: person = list(person) person[2] = person[2].replace("'", "") person = tuple(person) insert_person = """ - INSERT INTO TITANIC7 + INSERT INTO TITANIC (Survived, Pclass,Name, Sex, Age, Siblings_Spouses, Parents_Children, Fare) VALUES """ + str(person[0:]) + ";" pg_curs.execute(insert_person) @@ -103,14 +101,14 @@ def refresh_connection_and_cursor(conn, curs): pg_conn.commit() # Let's look at what we've done first -print(pg_curs.execute('SELECT * FROM TITANIC7 LIMIT 10;')) +print(pg_curs.execute('SELECT * FROM TITANIC LIMIT 10;')) pg_curs.fetchall() # Now the data looks the same! 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c.execute( - 'CREATE TABLE TITANIC (Survived number, Pclass number, Name text,' \ + 'CREATE TABLE TITANIC (Survived INT , Pclass number, Name text,' \ ' Sex text, Age float, Siblings_Spouses number,Parents_Children number, Fare float)') df.to_sql('TITANIC', conn, if_exists='replace', index=False) diff --git a/module3-nosql-and-document-oriented-databases/.DS_Store b/module3-nosql-and-document-oriented-databases/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..e621700570320b2993b4719914736a666b7a541e GIT binary patch literal 6148 zcmeHKyGjH>5Ukb<4n(-naDKr*7>+YEGB6cA5bpw7c*Z?$F&5ds2b_CJ#=tvXXMC?T z_8(7&$1x6`CX)hEKnh3!DIf)opg=X%^~Ditse}}e0;i>be;*p%u@_E>@#)|aBLH#5 za2WS7OAwm}h`n%1WQ1l(B_`Es#IU3@-YTybPKil})$n2UWUC3q;_0m4A|2KfwMqdg zFjwF_j~nm*H}pT||2at~DIf(-N&#E#?si+gQuWrw%XzPD^ar}QsBQ8_yMY{7Iy#u literal 0 HcmV?d00001 diff --git a/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo1.py b/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo1.py index 22ce72a1..8797ac03 100644 --- a/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo1.py +++ b/module3-nosql-and-document-oriented-databases/WorkingWMongo/Mongo1.py @@ -17,17 +17,18 @@ get_characters = 'SELECT * FROM charactercreator_character;' characters = curs.execute(get_characters).fetchall() print(characters) -character_observations = [] -for char in characters: - get_rpg_characters = {'Character_id':char[0], - 'name':char[1], - 'level':char[2], - 'exp':char[3], - 'hp': char[4], - 'strength': char[5], - 'intelligence': char[6], - 'dexterity': char[7], - 'wisdom': char[8]} - character_observations.append(get_rpg_characters) - db.character_data.insert_one - db.character_data.insert +# character_observations = [] +# for char in characters: +# get_rpg_characters = {'Character_id':char[0], +# 'name':char[1], +# 'level':char[2], +# 'exp':char[3], +# 'hp': char[4], +# 'strength': char[5], +# 'intelligence': char[6], +# 'dexterity': char[7], +# 'wisdom': char[8]} +# character_observations.append(get_rpg_characters) +# db.character_data.insert_many(character_observations) + +print(db.character_data.find_one({'name':'Minus c'})) \ No newline at end of file From 49e5b6350bb676cb6a3d6631da9e05b30093f87b Mon Sep 17 00:00:00 2001 From: Jon Rivera <66049971+JonRivera@users.noreply.github.com> Date: Thu, 13 Aug 2020 16:01:54 -0700 Subject: [PATCH 15/19] Update Study Guide Repo answer question for Module4 --- .DS_Store | Bin 10244 -> 6148 bytes Study_Guide_Resources/.idea/.gitignore | 8 ++ .../.idea/Study_Guide__&_Resources.iml | 8 ++ Study_Guide_Resources/.idea/dataSources.xml | 27 ++++++ .../inspectionProfiles/Project_Default.xml | 6 ++ .../inspectionProfiles/profiles_settings.xml | 6 ++ Study_Guide_Resources/.idea/misc.xml | 7 ++ Study_Guide_Resources/.idea/modules.xml | 8 ++ Study_Guide_Resources/.idea/sqldialects.xml | 6 ++ Study_Guide_Resources/.idea/vcs.xml | 6 ++ .../Intro-to-SQL-notes.pdf | Bin Study_Guide_Resources/Make_Insert_Data.py | 52 +++++++++++ Study_Guide_Resources/Pipfile | 11 +++ Study_Guide_Resources/Pipfile.lock | 20 +++++ Study_Guide_Resources/Queries.py | 83 ++++++++++++++++++ .../SQL-cheat-sheet.pdf | Bin Study_Guide_Resources/Titanic.db | Bin 0 -> 57344 bytes Study_Guide_Resources/example_db.sqlite | Bin 0 -> 16384 bytes Study_Guide_Resources/rpg_db.sqlite3 | Bin 0 -> 253952 bytes ... Sprint 2 SQL and Databases Study Guide.md | 29 ++++++ .../buddymove_holiday_queries.py | 5 +- module2-sql-for-analysis/TitanicDF_to_SQL.py | 3 + 22 files changed, 282 insertions(+), 3 deletions(-) create mode 100644 Study_Guide_Resources/.idea/.gitignore create mode 100644 Study_Guide_Resources/.idea/Study_Guide__&_Resources.iml create mode 100644 Study_Guide_Resources/.idea/dataSources.xml create mode 100644 Study_Guide_Resources/.idea/inspectionProfiles/Project_Default.xml create mode 100644 Study_Guide_Resources/.idea/inspectionProfiles/profiles_settings.xml create mode 100644 Study_Guide_Resources/.idea/misc.xml create mode 100644 Study_Guide_Resources/.idea/modules.xml create mode 100644 Study_Guide_Resources/.idea/sqldialects.xml create mode 100644 Study_Guide_Resources/.idea/vcs.xml rename {Study_Guide__&_Resources => Study_Guide_Resources}/Intro-to-SQL-notes.pdf (100%) create mode 100644 Study_Guide_Resources/Make_Insert_Data.py create mode 100644 Study_Guide_Resources/Pipfile 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a/Study_Guide_Resources/.idea/.gitignore b/Study_Guide_Resources/.idea/.gitignore new file mode 100644 index 00000000..73f69e09 --- /dev/null +++ b/Study_Guide_Resources/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml +# Editor-based HTTP Client requests +/httpRequests/ diff --git a/Study_Guide_Resources/.idea/Study_Guide__&_Resources.iml b/Study_Guide_Resources/.idea/Study_Guide__&_Resources.iml new file mode 100644 index 00000000..e7bd087d --- /dev/null +++ b/Study_Guide_Resources/.idea/Study_Guide__&_Resources.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/Study_Guide_Resources/.idea/dataSources.xml b/Study_Guide_Resources/.idea/dataSources.xml new file mode 100644 index 00000000..8ae6ce9b --- /dev/null +++ b/Study_Guide_Resources/.idea/dataSources.xml @@ -0,0 +1,27 @@ + + + + + sqlite.xerial + true + org.sqlite.JDBC + jdbc:sqlite:$PROJECT_DIR$/example_db.sqlite + + + file://$APPLICATION_CONFIG_DIR$/jdbc-drivers/Xerial SQLiteJDBC/3.31.1/sqlite-jdbc-3.31.1.jar + + + + + sqlite.xerial + true + org.sqlite.JDBC + jdbc:sqlite:$PROJECT_DIR$/rpg_db.sqlite3 + + + file://$APPLICATION_CONFIG_DIR$/jdbc-drivers/Xerial SQLiteJDBC/3.31.1/sqlite-jdbc-3.31.1.jar + + + + + \ No newline at end of file diff --git a/Study_Guide_Resources/.idea/inspectionProfiles/Project_Default.xml b/Study_Guide_Resources/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 00000000..5cb71ef0 --- /dev/null +++ b/Study_Guide_Resources/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/Study_Guide_Resources/.idea/inspectionProfiles/profiles_settings.xml b/Study_Guide_Resources/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 00000000..105ce2da --- /dev/null +++ b/Study_Guide_Resources/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/Study_Guide_Resources/.idea/misc.xml b/Study_Guide_Resources/.idea/misc.xml new file mode 100644 index 00000000..35030b06 --- /dev/null +++ b/Study_Guide_Resources/.idea/misc.xml @@ -0,0 +1,7 @@ + + + + + + + \ No newline at end of file diff --git a/Study_Guide_Resources/.idea/modules.xml b/Study_Guide_Resources/.idea/modules.xml new file mode 100644 index 00000000..5d8f9f12 --- /dev/null +++ b/Study_Guide_Resources/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/Study_Guide_Resources/.idea/sqldialects.xml b/Study_Guide_Resources/.idea/sqldialects.xml new file mode 100644 index 00000000..a461fe6d --- /dev/null +++ b/Study_Guide_Resources/.idea/sqldialects.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/Study_Guide_Resources/.idea/vcs.xml b/Study_Guide_Resources/.idea/vcs.xml new file mode 100644 index 00000000..6c0b8635 --- /dev/null +++ b/Study_Guide_Resources/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/Study_Guide__&_Resources/Intro-to-SQL-notes.pdf b/Study_Guide_Resources/Intro-to-SQL-notes.pdf similarity index 100% rename from Study_Guide__&_Resources/Intro-to-SQL-notes.pdf rename to Study_Guide_Resources/Intro-to-SQL-notes.pdf diff --git a/Study_Guide_Resources/Make_Insert_Data.py b/Study_Guide_Resources/Make_Insert_Data.py new file mode 100644 index 00000000..a4aa59b5 --- /dev/null +++ b/Study_Guide_Resources/Make_Insert_Data.py @@ -0,0 +1,52 @@ +import pandas as pd +import sqlite3 + +# Creating & Inserting Data W/ Sqlite +import sqlite3 + +conn = sqlite3.connect('example_db.sqlite') + + +def create_statement(conn): + curs = conn.cursor() + create_statement =""" + CREATE TABLE if not exists students1 ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + name CHAR(30), + favorite_number INTEGER, + least_favorite_number INTEGER + ); + """ + curs.execute(create_statement) + curs.close() + conn.commit() + +def insert_data(conn): + # SIMILAR TO GETTING DATA OF ROWS USING SL_CURS.EXECUTE AND THEN + # FETCHING + my_data = [ + ('Jon', 7, 12), + ('Alejandro', 77, 43), + ('Rivera', 100, 137) + ] + for row in my_data: + curs = conn.cursor() + insert_row = """ + INSERT INTO students + (name ,favorite_number, least_favorite_number) + VALUES""" + str(row) + ";" + curs.execute(insert_row) + conn.commit() + +# Creates student table +create_statement(conn) + +# Insert data from my data into students +insert_data(conn) +# commit after all insert statements have been integrated into +# data +curs = conn.cursor() +print(curs.execute('SELECT * FROM students LIMIT 10;')) +print(curs.fetchall) + + diff --git a/Study_Guide_Resources/Pipfile b/Study_Guide_Resources/Pipfile new file mode 100644 index 00000000..b723d019 --- /dev/null +++ b/Study_Guide_Resources/Pipfile @@ -0,0 +1,11 @@ +[[source]] +name = "pypi" +url = "https://pypi.org/simple" +verify_ssl = true + +[dev-packages] + +[packages] + +[requires] +python_version = "3.7" diff --git a/Study_Guide_Resources/Pipfile.lock b/Study_Guide_Resources/Pipfile.lock new file mode 100644 index 00000000..9a51a282 --- /dev/null +++ b/Study_Guide_Resources/Pipfile.lock @@ -0,0 +1,20 @@ +{ + "_meta": { + "hash": { + "sha256": "7e7ef69da7248742e869378f8421880cf8f0017f96d94d086813baa518a65489" + }, + "pipfile-spec": 6, + "requires": { + "python_version": "3.7" + }, + "sources": [ + { + "name": "pypi", + "url": "https://pypi.org/simple", + "verify_ssl": true + } + ] + }, + "default": {}, + "develop": {} +} diff --git a/Study_Guide_Resources/Queries.py b/Study_Guide_Resources/Queries.py new file mode 100644 index 00000000..75c0599a --- /dev/null +++ b/Study_Guide_Resources/Queries.py @@ -0,0 +1,83 @@ +# How many passengers survived, and how many died? +# How many passengers were in each class? +# How many passengers survived/died within each class? +# What was the average age of survivors vs nonsurvivors +# What was the average age of each passenger class? +# What was the average fare by passenger class? By survival? +# How many siblings/spouses aboard on average, by passenger class?By survival? +# How many parents/children aboard on average, by passenger class? By survival? +# Do any passengers have the same name? (Bonus! Hard, may require pulling and processing with Python) How +# many married couples were aboard the Titanic? Assume that two people (one Mr. and one Mrs.) with the same last name +# and with at least 1 sibling/spouse aboard are a married couple. + +import sqlite3 + + +def connect_to_db(db_name='Titanic.db'): + return sqlite3.connect(db_name) + + +def execute_query(cursor, query): + cursor.execute(query) + return cursor.fetchall() + + +# Queries +GET_TOTAL_SURVIVORS = """ + SELECT SUM(Survivor) AS TOTAL_SURVIVORS + FROM (SELECT Name, COUNT(*) AS Survivor + FROM TITANIC + WHERE Survived = 1 + GROUP BY Name); + """ + +GET_TOTAL_DEATHS = """ +SELECT SUM(DIED) AS DEATHS +FROM (SELECT Name, COUNT(*) AS DIED +FROM TITANIC +WHERE Survived = 0 +GROUP BY Name); +""" + +GET_SURVIVED_DIED_PER_CLASS = """ +SELECT Pclass, COUNT(Survived) as SURVIVED_OR_DIED_PER_CLASS +FROM TITANIC +GROUP BY Pclass; +""" +GET_AVG_AGE_SURVIVOR = """ +SELECT AVG(Survivor_Age) FROM(SELECT Name, COUNT(*) AS Survivor, Age AS Survivor_Age +FROM TITANIC WHERE Survived = 1 GROUP BY Name); +""" + +GET_AVG_AGE_DEATH = """ +SELECT AVG(Death_Age) FROM( SELECT Name, COUNT(*) AS DEATH, Age as Death_Age +FROM TITANIC WHERE Survived = 0 GROUP BY Name); +""" +GET_AVG_AGE_CLASS =""" +SELECT Pclass, Avg(Age) AS Avg_Age_Class +FROM TITANIC +GROUP BY Pclass; +""" + +if __name__ == '__main__': + conn = connect_to_db() + curs = conn.cursor() + total_survivors = execute_query(curs, GET_TOTAL_SURVIVORS) + print('Total survivors', total_survivors) + + total_deaths = execute_query(curs, GET_TOTAL_DEATHS) + print('Total deaths', total_deaths) + + survived_died_per_class = execute_query(curs, GET_SURVIVED_DIED_PER_CLASS) + print('Get survived or Died Per Class', survived_died_per_class) + + avg_age_survivor = execute_query(curs, GET_AVG_AGE_SURVIVOR) + print('Average Age SURVIVOR', avg_age_survivor) + + avg_age_death = execute_query(curs, GET_AVG_AGE_DEATH) + print('Average Age of Deaths', avg_age_death) + + avg_age_class = execute_query(curs, GET_AVG_AGE_CLASS) + print('Average Age of Passenger Class', avg_age_class) + + diff --git a/Study_Guide__&_Resources/SQL-cheat-sheet.pdf b/Study_Guide_Resources/SQL-cheat-sheet.pdf similarity index 100% rename from Study_Guide__&_Resources/SQL-cheat-sheet.pdf rename to Study_Guide_Resources/SQL-cheat-sheet.pdf diff --git a/Study_Guide_Resources/Titanic.db b/Study_Guide_Resources/Titanic.db new file mode 100644 index 0000000000000000000000000000000000000000..2a1bbafa881028e21611f7c5eb7f13d52f9bcd03 GIT binary patch literal 57344 zcmeIbd3;>iRW7P3jU}lhx7}{r@>HIrD$SE+yW4J`(qPH9WV@|C)HPnn?Mo6u0!iQ|5J>L35JHkmZs!r82_zvyLx7NkckhJ^5as|GNW%EOZ>_yg z9XWYC-XHJ%-XGR4k=@;A*k|vx*YK@xtv&b1bYeXox{=PT#@0haRokk3zA7gas;a80 z!T($EfBRF7zwqDLAD{ipzwu{HRqxoZ2XTR~wW|vMyZ3W%2JX$ky&1SS1NUa&-VEHE zfqOG>ZwBtoz`Yr`Hv{)(;Q#M4kel_@@7lZ9mw)+sY(5#kdj4wk()ls-hktB#B6@Wq zbTv9UJrO!={_WvVxbg5@HnWk~h%X)voxgN-Vsc`(yD=0xd}SdSTU*=u?=Hnwe`m3D#mezl4{buXmwElVPms|f=>*rd3r}dMqA8Gy7=D%-#p}E}r zSaWyNmzv(&^nBBerc+IIjlb1+r}1KATi~w(zZUr6z{S9xhQDg~m4??fEH|8N@Ylao zU#fqw?pt*)*1fK7scyKgq4w8mf2j8H+C4R&sd-z??V9PDw(2iezpMIA^`q5C{NM2Z zrvJzM^Zr5Kw|p=8-s+3{PWkGpzF76X?9ZS8eg54)H*g-$jPCRW z%rm36(rfGKWO^+$wwy_)(wJlX18-?_y8rC?KdpYx3!PKAWk{au=P;tH^O^KoJai!w zno6e^dF@VT_G$To;YnP3c8|~J!;lkeYrUcAL^7F(rEu3~XcCv-PNZ(cdC#_5zcaZu z#Gn3iysPqtx%K$1WqjgTHj_%<4qb?+Rub~9A?KJ*RCoe+^z8Kc%x7Fnq!!|-JE4n- z)QSw=?;M(wXP+9!tep3bXd;t}g`&y$v$51-27gN}#xrYcX)~<*YW&W@_sgxlV|d9! 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game. This test data has dozens-to-hundreds of randomly generated characters across the base classes (Fighter, Mage, Cleric, and Thief) as well as a few Necromancers. Also generated are Items, Weapons, and connections from characters to them. Note that, while the name field was randomized, the numeric and boolean fields were left as defaults. +# +# Use sqlite3 to load and write queries to explore the data, and answer the following questions: +# How many total Characters are there? + +"302 Characters" +""" +SELECT COUNT(*) AS Number of Characters +FROM charactercreator_character; +""" + +# How many of each specific subclass? +"108 Mage" +""" +SELECT COUNT(*) AS Mage_Counts +FROM charactercreator_character AS CC +JOIN charactercreator_mage AS CCM ON CCM.character_ptr_id = CC.character_id; +""" + + + +# How many total Items? +"174 items" +""" +SELECT COUNT(DISTINCT(item_id)) +FROM armory_item; +""" + + +# How many of the Items are weapons? How many are not? +"37 Weapons" +""" +SELECT COUNT(*) +FROM armory_item LEFT JOIN armory_weapon +ON armory_weapon.item_ptr_id = armory_item.item_id +WHERE armory_weapon.item_ptr_id NOT NULL +""" + +"137 Non Weapons" +""" +SELECT COUNT(*) +FROM armory_item LEFT JOIN armory_weapon +ON armory_weapon.item_ptr_id = armory_item.item_id +WHERE armory_weapon.item_ptr_id is NULL; +""" + +# How many Items does each character have? (Return first 20 rows) +# How many Weapons does each character have? (Return first 20 rows) +# On average, how many Items does each Character have? +# On average, how many Weapons// +# does each character have? + +import sqlite3 + + +def connect_to_db(db_name='rpg_db.sqlite3'): + return sqlite3.connect(db_name) + + +def execute_query(cursor, query): + cursor.execute(query) + return cursor.fetchall() diff --git a/Study_Guide_Resources/Queries.py b/Study_Guide_Resources/Queries_Titanic.py similarity index 72% rename from Study_Guide_Resources/Queries.py rename to Study_Guide_Resources/Queries_Titanic.py index 75c0599a..21362f54 100644 --- a/Study_Guide_Resources/Queries.py +++ b/Study_Guide_Resources/Queries_Titanic.py @@ -59,6 +59,28 @@ def execute_query(cursor, query): GROUP BY Pclass; """ +GET_AVG_FARE_CLASS = """ +SELECT Pclass, AVG(FARE) AS FARES_BY_CLASS +FROM TITANIC +GROUP BY Pclass +""" + +GET_AVG_FARE_SURVIVAL = """ +SELECT Survived, AVG(FARE) AS FARES_BY_CLASS +FROM TITANIC +GROUP BY Survived; +""" +GET_AVG_SIBLINGS_SPOUSES_CLASS = """ +SELECT Pclass, AVG(Siblings_Spouses) +FROM TITANIC +GROUP BY Pclass +""" +GET_AVG_SIBLINGS_SPOUSES_SURVIVAL = """ +SELECT Survived, AVG(Siblings_Spouses) +FROM TITANIC +GROUP BY Survived; +""" + if __name__ == '__main__': conn = connect_to_db() curs = conn.cursor() @@ -80,4 +102,18 @@ def execute_query(cursor, query): avg_age_class = execute_query(curs, GET_AVG_AGE_CLASS) print('Average Age of Passenger Class', avg_age_class) + avg_fare_class = execute_query(curs,GET_AVG_FARE_CLASS) + print('Average Fare for Each Class', avg_fare_class) + + avg_fare_survival = execute_query(curs,GET_AVG_FARE_SURVIVAL) + print('Average Fare by Survival', avg_fare_survival) + + avg_siblings_spouses_class = execute_query(curs, GET_AVG_SIBLINGS_SPOUSES_CLASS) + print('Average Siblings/Spouses by Class', avg_siblings_spouses_class) + + avg_siblings_spouses_survival = execute_query(curs, GET_AVG_SIBLINGS_SPOUSES_SURVIVAL) + print('Average Siblings/Spouses by Survival', avg_siblings_spouses_survival) + + + diff 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Sprint 2 SQL and Databases Study Guide.md | 0 module1-introduction-to-sql/.DS_Store | Bin 6148 -> 6148 bytes module1-introduction-to-sql/rpg_queries.py | 4 +- 5 files changed, 58 insertions(+), 22 deletions(-) rename {module1-introduction-to-sql => Study_Guide_Resources}/Unit 3 Sprint 2 SQL and Databases Study Guide.md (100%) diff --git a/Study_Guide_Resources/Make_Insert_Data.py b/Study_Guide_Resources/Make_Insert_Data.py index a4aa59b5..1f98a2d5 100644 --- a/Study_Guide_Resources/Make_Insert_Data.py +++ b/Study_Guide_Resources/Make_Insert_Data.py @@ -9,7 +9,7 @@ def create_statement(conn): curs = conn.cursor() - create_statement =""" + create_statement = """ CREATE TABLE if not exists students1 ( id INTEGER PRIMARY KEY AUTOINCREMENT, name CHAR(30), @@ -21,6 +21,7 @@ def create_statement(conn): curs.close() conn.commit() + def insert_data(conn): # SIMILAR TO GETTING DATA OF ROWS USING SL_CURS.EXECUTE AND THEN # FETCHING @@ -38,6 +39,7 @@ def insert_data(conn): curs.execute(insert_row) conn.commit() + # Creates student table create_statement(conn) @@ -48,5 +50,3 @@ def insert_data(conn): curs = conn.cursor() print(curs.execute('SELECT * FROM students LIMIT 10;')) print(curs.fetchall) - - diff --git a/Study_Guide_Resources/Queries_Rpg.py b/Study_Guide_Resources/Queries_Rpg.py index 3d465fb7..dcb48904 100644 --- a/Study_Guide_Resources/Queries_Rpg.py +++ b/Study_Guide_Resources/Queries_Rpg.py @@ -1,8 +1,22 @@ -# This directory contains a file rpg_db.sqlite3, a database for a hypothetical webapp role-playing game. This test data has dozens-to-hundreds of randomly generated characters across the base classes (Fighter, Mage, Cleric, and Thief) as well as a few Necromancers. Also generated are Items, Weapons, and connections from characters to them. Note that, while the name field was randomized, the numeric and boolean fields were left as defaults. -# +# This directory contains a file rpg_db.sqlite3, a database for a hypothetical webapp role-playing game. +# This test data has dozens-to-hundreds of randomly generated characters across the base classes +# (Fighter, Mage, Cleric, and Thief) as well as a few Necromancers. Also generated are Items, Weapons, and +# connections from characters to them. Note that, while the name field was randomized, the numeric and boolean fields were left as defaults. # Use sqlite3 to load and write queries to explore the data, and answer the following questions: # How many total Characters are there? +import sqlite3 + + +def connect_to_db(db_name='rpg_db.sqlite3'): + return sqlite3.connect(db_name) + + +def execute_query(cursor, query): + cursor.execute(query) + return cursor.fetchall() + + "302 Characters" """ SELECT COUNT(*) AS Number of Characters @@ -17,8 +31,6 @@ JOIN charactercreator_mage AS CCM ON CCM.character_ptr_id = CC.character_id; """ - - # How many total Items? "174 items" """ @@ -26,7 +38,6 @@ FROM armory_item; """ - # How many of the Items are weapons? How many are not? "37 Weapons" """ @@ -45,18 +56,43 @@ """ # How many Items does each character have? (Return first 20 rows) +" Answer in query, prints first 20 rows and items per character" +""" +SELECT CC.name, COUNT(CCI.item_id) AS Items_Per_Character +FROM charactercreator_character AS CC JOIN charactercreator_character_inventory AS CCI +ON CCI.character_id= CC.character_id +JOIN armory_item AS AI ON AI.item_id = CCI.item_id +GROUP BY CC.character_id +LIMIT 20; +""" # How many Weapons does each character have? (Return first 20 rows) -# On average, how many Items does each Character have? -# On average, how many Weapons// -# does each character have? - -import sqlite3 - - -def connect_to_db(db_name='rpg_db.sqlite3'): - return sqlite3.connect(db_name) +"Answer in query, prints first 20 rows and items per character" +""" +SELECT CC.name, COUNT(CCI.item_id) AS Weapons_Per_Character +FROM charactercreator_character AS CC JOIN charactercreator_character_inventory AS CCI +ON CCI.character_id= CC.character_id +JOIN armory_weapon AS AW ON AW.item_ptr_id= CCI.item_id +GROUP BY CC.character_id +LIMIT 20; +""" +# On average, how many Items does each Character have? +"~2.974 Items per character " +""" +SELECT AVG(Items_Per_Character) AS FROM (SELECT COUNT(CCI.item_id) AS Items_Per_Character +FROM charactercreator_character AS CC JOIN charactercreator_character_inventory AS CCI +ON CCI.character_id= CC.character_id +JOIN armory_item AS AI ON AI.item_id = CCI.item_id +GROUP BY CC.character_id); +""" +# On average, how many Weapons does each character have? -def execute_query(cursor, query): - cursor.execute(query) - return cursor.fetchall() +"~1.31 Weapons per character" +""" +SELECT AVG(Weapons_Per_Character) FROM (SELECT CC.name, COUNT(CCI.item_id) AS Weapons_Per_Character +FROM charactercreator_character AS CC JOIN charactercreator_character_inventory AS CCI +ON CCI.character_id= CC.character_id +JOIN armory_weapon AS AW ON AW.item_ptr_id= CCI.item_id +GROUP BY CC.character_id) +; +""" diff --git a/module1-introduction-to-sql/Unit 3 Sprint 2 SQL and Databases Study Guide.md b/Study_Guide_Resources/Unit 3 Sprint 2 SQL and Databases Study Guide.md similarity index 100% rename from module1-introduction-to-sql/Unit 3 Sprint 2 SQL and Databases Study Guide.md rename to Study_Guide_Resources/Unit 3 Sprint 2 SQL and Databases Study Guide.md diff --git a/module1-introduction-to-sql/.DS_Store b/module1-introduction-to-sql/.DS_Store index 8e0752b5f81f8ba8d9cce477b82e8c20080b051c..4e48db2c627a3c6dba4691ba6aa958684f7bc1e3 100644 GIT binary patch delta 28 kcmZoMXfc@J&&ahgU^g=(*Jd7;NT!Wtix@YvbNuB80Dq1M(*OVf delta 137 zcmZoMXfc@J&&a(oU^g=(_hufJNTz55hERq)hD?SM1_cIVAP#0IU?>9e^S~lTV39xu zA0V9w6iWfpE Date: Sat, 22 Aug 2020 14:30:14 -0700 Subject: [PATCH 18/19] updated markdown file --- .DS_Store | Bin 10244 -> 10244 bytes .idea/.gitignore | 0 .../DS-Unit-3-Sprint-2-SQL-and-Databases.iml | 8 ++++ .idea/inspectionProfiles/Project_Default.xml | 16 +++++++ .../inspectionProfiles/profiles_settings.xml | 6 +++ .idea/misc.xml | 4 ++ .idea/modules.xml | 8 ++++ .idea/vcs.xml | 6 +++ .idea/workspace.xml | 41 ++++++++++++++++++ ... Sprint 2 SQL and Databases Study Guide.md | 17 ++++++-- 10 files changed, 103 insertions(+), 3 deletions(-) create mode 100644 .idea/.gitignore create mode 100644 .idea/DS-Unit-3-Sprint-2-SQL-and-Databases.iml create mode 100644 .idea/inspectionProfiles/Project_Default.xml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml create mode 100644 .idea/workspace.xml diff --git a/.DS_Store b/.DS_Store index 989f3e648eef3a49938eb198ab5b1e96bf2ea007..a250bad77e49e1433d856c2b63cdc76c1bbe6657 100644 GIT binary patch delta 18 ZcmZn(XbIRbQGk(Qa=x(b=JNuk;s8Hn1}gvn delta 18 ZcmZn(XbIRbQGk(ga=x(b=JNuk;s8Hx1}p#o diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 00000000..e69de29b diff --git a/.idea/DS-Unit-3-Sprint-2-SQL-and-Databases.iml b/.idea/DS-Unit-3-Sprint-2-SQL-and-Databases.iml new file mode 100644 index 00000000..d0876a78 --- /dev/null +++ b/.idea/DS-Unit-3-Sprint-2-SQL-and-Databases.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 00000000..f090f250 --- /dev/null +++ b/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,16 @@ + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 00000000..105ce2da --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 00000000..d1e22ecb --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 00000000..c2a4bb2f --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 00000000..94a25f7f --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/.idea/workspace.xml b/.idea/workspace.xml new file mode 100644 index 00000000..2cb81ac3 --- /dev/null +++ b/.idea/workspace.xml @@ -0,0 +1,41 @@ + + + + + + + + + + + + + + + + + + + + + + + 1597906696621 + + + + + + \ No newline at end of file diff --git a/Study_Guide_Resources/Unit 3 Sprint 2 SQL and Databases Study Guide.md b/Study_Guide_Resources/Unit 3 Sprint 2 SQL and Databases Study Guide.md index 3c8f3e85..b913c529 100644 --- a/Study_Guide_Resources/Unit 3 Sprint 2 SQL and Databases Study Guide.md +++ b/Study_Guide_Resources/Unit 3 Sprint 2 SQL and Databases Study Guide.md @@ -51,10 +51,15 @@ For instance a Country can only have one UN Representative, and also a UN Repres can only represent one Country. - One-to-Many One to Many Relationship (1:M) -This is where a row from one table can have multiple matching rows in another table this relationship is defined as a one to many relationship. This type of relationship can be created using Primary key-Foreign key relationship. +This is where a row from one table can have multiple matching rows in another table this relationship is defined as a one to many relationship. +This type of relationship can be created using Primary key-Foreign key relationship. This kind of Relationship, allows a Car to have multiple Engineers. - Many-to-Many -A row from one table can have multiple matching rows in another table, and a row in the other table can also have multiple matching rows in the first table this relationship is defined as a many to many relationship. This type of relationship can be created using a third table called “Junction table” or “Bridging table”. This Junction or Bridging table can be assumed as a place where attributes of the relationships between two lists of entities are stored. +A row from one table can have multiple matching rows in another table, and a row in the other table can also have +multiple matching rows in the first table this relationship is defined as a many to many relationship. +This type of relationship can be created using a third table called “Junction table” or “Bridging table”. +This Junction or Bridging table can be assumed as a place where attributes of the relationships between two +lists of entities are stored. This kind of Relationship, allows a junction or bridging table as a connection for the two tables. ## Syntax @@ -159,7 +164,13 @@ so you have less code to write and your users get higher performance. 3. Give an example of when it would be best to use a SQL Database and when it would be best to use a NoSQL Database 4. What are some of the trade-offs between SQL and NoSQL? -The most significant trade-off between SQL and NoSQL systems – i.e. relational databases vs. "everything else" – is the security and trustworthiness of vital, operational data for the agility, scalability and flexibility of big data. Relational databases are specialized to structure data in a specific, well-defined, well-organized model [9]. Because they fully support ACID principles, transactions are not only highly reliable, the database also guarantees crash recovery. The security risks that do exist are defined, and new research and product iterations continually improve against these gaps [9]. However, the same fail-saves that guarantee data also restrain performance [6]. The relational database stores multiple copies of data, which is centralized and unencrypted; in this way, the RDBMS is both inefficient and vulnerable to fraud, error and security attacks [3]. +The most significant trade-off between SQL and NoSQL systems – i.e. relational databases vs. "everything else" – is the security and trustworthiness of vital, operational data for the agility, +scalability and flexibility of big data. + Relational databases are specialized to structure data in a specific, +well-defined, well-organized model [9]. Because they fully support ACID principles, transactions are not only highly reliable, the database also guarantees crash recovery. +The security risks that do exist are defined, and new research and product iterations continually improve against these gaps [9]. + However, the same fail-saves that guarantee data also restrain performance [6]. The relational database stores multiple copies of data, which is centralized and unencrypted; + in this way, the RDBMS is both inefficient and vulnerable to fraud, error and security attacks [3]. NoSQL databases do not require pre-defined schema, relationships or keys; less complex models translate to less time spent preparing data [7]. Additionally, that NoSQL systems don’t fully support ACID principles also translates into faster performance From e6806f5de014677fb282db8582d518e7361a87b9 Mon Sep 17 00:00:00 2001 From: JonRivera Date: Tue, 15 Sep 2020 22:08:56 -0700 Subject: [PATCH 19/19] updates --- .DS_Store | Bin 10244 -> 10244 bytes .idea/dataSources.local.xml | 10 ++++++ .idea/dataSources.xml | 16 +++++++++ .idea/workspace.xml | 42 ++++++++++++++++++++++- module1-introduction-to-sql/DF_to_SQL.py | 1 + 5 files changed, 68 insertions(+), 1 deletion(-) create mode 100644 .idea/dataSources.local.xml create mode 100644 .idea/dataSources.xml diff --git a/.DS_Store b/.DS_Store index a250bad77e49e1433d856c2b63cdc76c1bbe6657..f938976cc8d73bf4dfe7f1e573f8fb377b5ccca7 100644 GIT binary patch delta 804 zcmZn(XbG6$&#lV9z`)4BAi$85zImcV8T-Tr^UdrWEFAS92^I!DhIEEZhLW6g!{Frn z+ybB&0|W1qa%8#Od>5Cboctu97zYDGgWBfGLyoBODR|`zGLX!cJOI?nz{;Rk541Lg zA(bH!#cBpAF^Duw7R~a_&Q)N`fd(K{pjeMZ1&RY0CV(6u%`kbofazp6fp&gmpL0)p zJ~?05cJq0GI#v->s~LQ60R27LU%(0|fovl}f*-{qo(YpD3Rq9}74w-KBW5Uo;!XBB z*^?v1Owg^EoLdaE0wRH81zbV^#R`r9hRM^!vL??Ii$*n{#r+>pA`Z>`2G`d`K=UCI z$mSy?P|as$V3_<@EN_x{JgV^wyw8E+N$AGkxmEx)9wLEaJX`|RcwnNOoG76;d78Kj zv%sxvFq>O~hYgs>-c}b+j+Zc)?2F8`WfFWav2f;Qc7 + + + + + no-auth + + + + \ No newline at end of file diff --git a/.idea/dataSources.xml b/.idea/dataSources.xml new file mode 100644 index 00000000..2c5e5cfb --- /dev/null +++ b/.idea/dataSources.xml @@ -0,0 +1,16 @@ + + + + + sqlite.xerial + true + org.sqlite.JDBC + jdbc:sqlite:$PROJECT_DIR$/module1-introduction-to-sql/rpg_db.sqlite3 + + + file://$APPLICATION_CONFIG_DIR$/jdbc-drivers/Xerial SQLiteJDBC/3.31.1/sqlite-jdbc-3.31.1.jar + + + + + \ No newline at end of file diff --git a/.idea/workspace.xml b/.idea/workspace.xml index 2cb81ac3..637e7372 100644 --- a/.idea/workspace.xml +++ b/.idea/workspace.xml @@ -1,8 +1,33 @@ + + + + + + + + + + + + + + + + + + + + + +