From 71df3f1dff92a802a97ea88d12a85fb8d7a2fcbe Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Fri, 22 May 2020 20:30:22 -0700 Subject: [PATCH 01/11] answered some questions --- module1-introduction-to-sql/README.md | 54 ++++++++++++++++++++-- module1-introduction-to-sql/rpg_db.sqbpro | 1 + module1-introduction-to-sql/rpg_queries.py | 9 ++++ 3 files changed, 61 insertions(+), 3 deletions(-) create mode 100644 module1-introduction-to-sql/rpg_db.sqbpro create mode 100644 module1-introduction-to-sql/rpg_queries.py diff --git a/module1-introduction-to-sql/README.md b/module1-introduction-to-sql/README.md index 40497956..409a2023 100644 --- a/module1-introduction-to-sql/README.md +++ b/module1-introduction-to-sql/README.md @@ -51,12 +51,60 @@ 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? +- How many total Characters are there? 302 + SELECT + count(character_id) +FROM charactercreator_character + - How many of each specific subclass? -- How many total Items? -- How many of the Items are weapons? How many are not? + Cleric = 75 + Fighter = 68 + Mage = 108 + Necromancer = 11 + Thief = 51 + SELECT + COUNT() + FROM charactercreator_cleric + SELECT + COUNT() + FROM charactercreator_fighter + SELECT + COUNT() + FROM charactercreator_mage + SELECT + COUNT() + FROM charactercreator_necromancer + SELECT + COUNT() + FROM charactercreator_thief + +- How many total Items? 211 + SELECT + (select COUNT(item_id) FROM armory_item) + + (select COUNT(item_ptr_id) FROM armory_weapon) + AS Total_Items + +- How many of the Items are weapons? How many are not? + Weapons = 37, Other items = 174 + SELECT + COUNT() + FROM armory_weapon + - How many Items does each character have? (Return first 20 rows) + SELECT + character_id + ,count(item_id) + FROM charactercreator_character_inventory + GROUP BY character_id + LIMIT 20 + - How many Weapons does each character have? (Return first 20 rows) + SELECT character_id, count(item_id) + FROM charactercreator_character_inventory LEFT JOIN armory_weapon + ON item_id = item_ptr_id + GROUP BY character_id + LIMIT 20 + - On average, how many Items does each Character have? - On average, how many Weapons does each character have? diff --git a/module1-introduction-to-sql/rpg_db.sqbpro b/module1-introduction-to-sql/rpg_db.sqbpro new file mode 100644 index 00000000..3abbd46e --- /dev/null +++ b/module1-introduction-to-sql/rpg_db.sqbpro @@ -0,0 +1 @@ +
 diff --git a/module1-introduction-to-sql/rpg_queries.py b/module1-introduction-to-sql/rpg_queries.py new file mode 100644 index 00000000..9fb0620d --- /dev/null +++ b/module1-introduction-to-sql/rpg_queries.py @@ -0,0 +1,9 @@ +import os +import sqlite3 + +# DB_FILEPATH = os.path.join(os.path.dirname(__file__), "..", "chinook.db") + + +SELECT + count(character_id) +FROM charactercreator_character \ No newline at end of file From 9ed32969a4555051c2fbe2a2b3bcdc63ce8e51b3 Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Mon, 25 May 2020 08:54:20 -0700 Subject: [PATCH 02/11] added queries --- module1-introduction-to-sql/README.md | 1 + module1-introduction-to-sql/buddymove_holidayiq.py | 0 2 files changed, 1 insertion(+) create mode 100644 module1-introduction-to-sql/buddymove_holidayiq.py diff --git a/module1-introduction-to-sql/README.md b/module1-introduction-to-sql/README.md index 409a2023..230e29f9 100644 --- a/module1-introduction-to-sql/README.md +++ b/module1-introduction-to-sql/README.md @@ -106,6 +106,7 @@ FROM charactercreator_character LIMIT 20 - 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_*`, diff --git a/module1-introduction-to-sql/buddymove_holidayiq.py b/module1-introduction-to-sql/buddymove_holidayiq.py new file mode 100644 index 00000000..e69de29b From 9f14441d193ac4e47b3c486e1e826487e646585b Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Mon, 25 May 2020 09:31:46 -0700 Subject: [PATCH 03/11] edited .csv --- module1-introduction-to-sql/buddymove_holidayiq.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/module1-introduction-to-sql/buddymove_holidayiq.py b/module1-introduction-to-sql/buddymove_holidayiq.py index e69de29b..743c40a2 100644 --- a/module1-introduction-to-sql/buddymove_holidayiq.py +++ b/module1-introduction-to-sql/buddymove_holidayiq.py @@ -0,0 +1,6 @@ +import pandas as pd + +file_path = 'https://github.com/RAV10K1/DS-Unit-3-Sprint-2-SQL-and-Databases/blob/master/module1-introduction-to-sql/buddymove_holidayiq.csv' +df = pd.read_csv(file_path) + +df.head() \ No newline at end of file From e77b65c4de9928e49be6e899a4266d9a68cbeda2 Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Mon, 25 May 2020 11:45:09 -0700 Subject: [PATCH 04/11] completed --- module1-introduction-to-sql/README.md | 18 +++++++++- .../buddymove_holidayiq.py | 24 +++++++++++-- .../buddymove_holidayiq.sqlite3 | Bin 0 -> 20480 bytes .../data/rgb_db.sqlite3 | 0 .../data/rpg_db.sqlite3 | Bin 0 -> 253952 bytes module1-introduction-to-sql/rpg_db.sqbpro | 1 - module1-introduction-to-sql/rpg_queries.py | 34 +++++++++++++++--- 7 files changed, 68 insertions(+), 9 deletions(-) create mode 100644 module1-introduction-to-sql/buddymove_holidayiq.sqlite3 create mode 100644 module1-introduction-to-sql/data/rgb_db.sqlite3 create mode 100644 module1-introduction-to-sql/data/rpg_db.sqlite3 delete mode 100644 module1-introduction-to-sql/rpg_db.sqbpro diff --git a/module1-introduction-to-sql/README.md b/module1-introduction-to-sql/README.md index 230e29f9..52018fca 100644 --- a/module1-introduction-to-sql/README.md +++ b/module1-introduction-to-sql/README.md @@ -106,8 +106,24 @@ FROM charactercreator_character LIMIT 20 - On average, how many Items does each Character have? - + SELECT + character_id + ,COUNT(item_id) as 'No_of_Items' + ,ROUND(AVG(item_id)) + FROM charactercreator_character_inventory + GROUP BY character_id + ORDER BY character_id + LIMIT 20 + - On average, how many Weapons does each character have? + SELECT + character_id + ,count(item_id) + ,round(avg(item_ptr_id)) +FROM charactercreator_character_inventory LEFT JOIN armory_weapon +ON item_id = item_ptr_id +GROUP BY character_id +LIMIT 20 You do not need all the tables - in particular, the `account_*`, `auth_*`, `django_*`, and `socialaccount_*` tables are for the application and do not have diff --git a/module1-introduction-to-sql/buddymove_holidayiq.py b/module1-introduction-to-sql/buddymove_holidayiq.py index 743c40a2..01e25052 100644 --- a/module1-introduction-to-sql/buddymove_holidayiq.py +++ b/module1-introduction-to-sql/buddymove_holidayiq.py @@ -1,6 +1,26 @@ import pandas as pd +import os.path +import sqlite3 -file_path = 'https://github.com/RAV10K1/DS-Unit-3-Sprint-2-SQL-and-Databases/blob/master/module1-introduction-to-sql/buddymove_holidayiq.csv' +file_path = 'https://archive.ics.uci.edu/ml/machine-learning-databases/00476/buddymove_holidayiq.csv' df = pd.read_csv(file_path) +print(f'DATA FRAME SHAPE : {df.shape}') -df.head() \ No newline at end of file +BASE_DIR = os.path.dirname(os.path.abspath(__file__)) +DB_FILEPATH = os.path.join(BASE_DIR, 'buddymove_holidayiq.sqlite3') + +connection = sqlite3.connect(DB_FILEPATH) +print("CONNECTION:", connection) + +cursor = connection.cursor() +print("CURSOR", cursor) + +df.to_sql(name='review', con=connection) + +no_rows = 'SELECT COUNT(*) FROM review' +result_rows = cursor.execute(no_rows).fetchall() +print('No. of Rows :', result_rows) + +reviews = 'SELECT COUNT(Nature), COUNT(Shopping) FROM review WHERE Nature >= 100 AND Shopping >= 100' +result_reviews = cursor.execute(reviews).fetchall() +print('No. of Users Reviewing Nature & Shopping at >= 100 :', result_reviews) \ No newline at end of file diff --git a/module1-introduction-to-sql/buddymove_holidayiq.sqlite3 b/module1-introduction-to-sql/buddymove_holidayiq.sqlite3 new file mode 100644 index 0000000000000000000000000000000000000000..0814583aa9c5b188780d3ab920f772e83929e193 GIT binary patch literal 20480 zcmeI3d3aNGy2szF&2n-M7HEs5EO6DpHmRghFT=peeN2hSC-qN<(RZ7VSX` z+Ts+o=zv<4>WE8S>VhIJ=!goVBFd~xGK6BsS(vz8ap8Lmro_qhe&yxb* zZ#kde`~H^mo|85wzw*+O#@4#LmCeaSO>3S9MuAEN#d&!EpuvAS{5SHY#&5JE|3O#% z)A#?~w;H%`+B+7cYVkNolTgxM=@m$?KzaqzE0A7+^a`X`AiV_0~yt)w;$tE9y2hZdjhIYiq1)UrztazSqnw3r&xP^5!m>6{^U~|F<^zkp+4A ztYLoM_H>7vtTl!X2%)Wl=4pJ-@ysO)@GUS9s9 zb#=+SxhwMXqM?c?JyO25IoY}{|6f{_)ipKNH#V>Tx5Eo+TGuD*{DMcrxL+q$Q8dvsUn61p;7q0XsOX+P1vq`gnOL))rdqMf46)v7h0 zXPgkDDp|Ecb%|=cLmp*R z=cv>w{0n{b6uP`#6Wm!`4MQ~!St1k}(%*6F5fac}4c+b8vPdb3hHE%=n_6P9Hx_fq 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 diff --git a/module1-introduction-to-sql/rpg_queries.py b/module1-introduction-to-sql/rpg_queries.py index 9fb0620d..5ee28131 100644 --- a/module1-introduction-to-sql/rpg_queries.py +++ b/module1-introduction-to-sql/rpg_queries.py @@ -1,9 +1,33 @@ -import os +import os.path import sqlite3 -# DB_FILEPATH = os.path.join(os.path.dirname(__file__), "..", "chinook.db") +# construct a path to wherever your database exists +# DB_FILEPATH = 'https://github.com/RAV10K1/DS-Unit-3-Sprint-2-SQL-and-Databases/blob/master/module1-introduction-to-sql/rpg_db.sqlite3' +BASE_DIR = os.path.dirname(os.path.abspath(__file__)) +DB_FILEPATH = os.path.join(BASE_DIR, 'rpg_db.sqlite3') +connection = sqlite3.connect(DB_FILEPATH) +print("CONNECTION:", connection) -SELECT - count(character_id) -FROM charactercreator_character \ No newline at end of file +cursor = connection.cursor() +print("CURSOR", cursor) + +total_char = "SELECT count(character_id) FROM charactercreator_character" +no_clerics = "SELECT COUNT() FROM charactercreator_cleric" +no_fighters = "SELECT COUNT() FROM charactercreator_fighter" +no_mages = "SELECT COUNT() FROM charactercreator_mage" +no_necro = "SELECT COUNT() FROM charactercreator_necromancer" +no_thief = "SELECT COUNT() FROM charactercreator_thief" +total_items = "SELECT (select COUNT(item_id) FROM armory_item) + (select COUNT(item_ptr_id) FROM armory_weapon) AS Total_Items" +item_count = "SELECT COUNT() FROM armory_weapon" +char_item = 'SELECT character_id, count(item_id) FROM charactercreator_character_inventory GROUP BY character_id LIMIT 20' +char_wpn = 'SELECT character_id, count(item_id) FROM charactercreator_character_inventory LEFT JOIN armory_weapon ON item_id = item_ptr_id GROUP BY character_id LIMIT 20' +avg_char_wpn = "SELECT character_id, COUNT(item_id) as 'No_of_Items',ROUND(AVG(item_id)) FROM charactercreator_character_inventory GROUP BY character_id ORDER BY character_id LIMIT 20" +avg_char_item = "SELECT character_id, count(item_id), round(avg(item_ptr_id)) FROM charactercreator_character_inventory LEFT JOIN armory_weapon ON item_id = item_ptr_id GROUP BY character_id LIMIT 20" + +queries = [total_char, no_clerics, no_fighters, no_mages, no_necro, no_thief, + total_items, item_count, char_item, char_wpn, avg_char_item, avg_char_wpn] + +for query in queries: + result = cursor.execute(query).fetchall() + print('Result :', result[0]) \ No newline at end of file From 8b14f42302b7c40c1d48656c6ad8f29feba793b4 Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Mon, 25 May 2020 14:41:02 -0700 Subject: [PATCH 05/11] changed env variables --- module2-sql-for-analysis/.gitignore | 1 + module2-sql-for-analysis/Pipfile | 13 ++++ module2-sql-for-analysis/Pipfile.lock | 65 ++++++++++++++++++++ module2-sql-for-analysis/elephant_queries.py | 23 +++++++ module2-sql-for-analysis/insert_titanic.py | 0 module2-sql-for-analysis/rpg_queries.py | 0 6 files changed, 102 insertions(+) create mode 100644 module2-sql-for-analysis/.gitignore create mode 100644 module2-sql-for-analysis/Pipfile create mode 100644 module2-sql-for-analysis/Pipfile.lock create mode 100644 module2-sql-for-analysis/elephant_queries.py create mode 100644 module2-sql-for-analysis/insert_titanic.py create mode 100644 module2-sql-for-analysis/rpg_queries.py diff --git a/module2-sql-for-analysis/.gitignore b/module2-sql-for-analysis/.gitignore new file mode 100644 index 00000000..2eea525d --- /dev/null +++ b/module2-sql-for-analysis/.gitignore @@ -0,0 +1 @@ +.env \ 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..af9e4fc4 --- /dev/null +++ b/module2-sql-for-analysis/Pipfile @@ -0,0 +1,13 @@ +[[source]] +name = "pypi" +url = "https://pypi.org/simple" +verify_ssl = true + +[dev-packages] + +[packages] +python-dotenv = "*" +psycopg2-binary = "*" + +[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..33c0c595 --- /dev/null +++ b/module2-sql-for-analysis/Pipfile.lock @@ -0,0 +1,65 @@ +{ + "_meta": { + "hash": { + "sha256": "a752871a27baa56670a0b6819d9ceb382c45d6b85b7582cf470086535ebba601" + }, + "pipfile-spec": 6, + "requires": { + "python_version": "3.7" + }, + "sources": [ + { + "name": "pypi", + "url": "https://pypi.org/simple", + "verify_ssl": true + } + ] + }, + "default": { + "psycopg2-binary": { + "hashes": [ + "sha256:008da3ab51adc70a5f1cfbbe5db3a22607ab030eb44bcecf517ad11a0c2b3cac", + "sha256:07cf82c870ec2d2ce94d18e70c13323c89f2f2a2628cbf1feee700630be2519a", + "sha256:08507efbe532029adee21b8d4c999170a83760d38249936038bd0602327029b5", + "sha256:107d9be3b614e52a192719c6bf32e8813030020ea1d1215daa86ded9a24d8b04", + "sha256:17a0ea0b0eabf07035e5e0d520dabc7950aeb15a17c6d36128ba99b2721b25b1", + "sha256:3286541b9d85a340ee4ed42732d15fc1bb441dc500c97243a768154ab8505bb5", + 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"sha256:25c0ff1a3e12f4bde8d592cc254ab075cfe734fc5dd989036716fd17ee7e5ec7", + "sha256:3b9909bc96b0edc6b01586e1eed05e71174ef4e04c71da5786370cebea53ad74" + ], + "index": "pypi", + "version": "==0.13.0" + } + }, + "develop": {} +} diff --git a/module2-sql-for-analysis/elephant_queries.py b/module2-sql-for-analysis/elephant_queries.py new file mode 100644 index 00000000..5a349012 --- /dev/null +++ b/module2-sql-for-analysis/elephant_queries.py @@ -0,0 +1,23 @@ +import psycopg2 +import os +from psycopg2.extras import DictCursor +from dotenv import load_dotenv + +load_dotenv() + +DB_NAME = os.getenv('DB_NAME', default='Check env variables') +DB_USER = os.getenv('DB_USER', default='Check env variables') +DB_PASSWORD = os.getenv('DB_PASSWORD', default='Check env variables') +DB_HOST = os.getenv('DB_HOST', default='Check env variables') + +connection = psycopg2.connect(dbname = DB_NAME, user = DB_USER, + password = DB_PASSWORD, host = DB_HOST) +print("CONNECTION:", connection) + +cursor = connection.cursor(cursor_factory=psycopg2.extras.DictCursor) +print("CURSOR:", cursor) + +cursor.execute('SELECT * from test_table;') +result = cursor.fetchall() +print("RESULT:", type(result)) +print(result) \ No newline at end of file diff --git a/module2-sql-for-analysis/insert_titanic.py b/module2-sql-for-analysis/insert_titanic.py new file mode 100644 index 00000000..e69de29b diff --git a/module2-sql-for-analysis/rpg_queries.py b/module2-sql-for-analysis/rpg_queries.py new file mode 100644 index 00000000..e69de29b From b8633cc41d2f9958f48ce0618a5659fa76576ae8 Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Mon, 25 May 2020 16:45:26 -0700 Subject: [PATCH 06/11] reproduced lecture --- module2-sql-for-analysis/elephant_queries.py | 70 ++++++++++++++- module2-sql-for-analysis/rpg_db.sqlite3 | Bin 0 -> 253952 bytes module2-sql-for-analysis/rpg_queries.py | 90 +++++++++++++++++++ 3 files changed, 159 insertions(+), 1 deletion(-) create mode 100644 module2-sql-for-analysis/rpg_db.sqlite3 diff --git a/module2-sql-for-analysis/elephant_queries.py b/module2-sql-for-analysis/elephant_queries.py index 5a349012..1ce5f307 100644 --- a/module2-sql-for-analysis/elephant_queries.py +++ b/module2-sql-for-analysis/elephant_queries.py @@ -1,4 +1,7 @@ import psycopg2 +from psycopg2.extras import execute_values +import json +import pandas as pd import os from psycopg2.extras import DictCursor from dotenv import load_dotenv @@ -20,4 +23,69 @@ cursor.execute('SELECT * from test_table;') result = cursor.fetchall() print("RESULT:", type(result)) -print(result) \ No newline at end of file +print(result) + + +table_name = "test_table2" + +print("-------------------") +query = f""" +CREATE TABLE IF NOT EXISTS {table_name} ( + id SERIAL PRIMARY KEY, + name varchar(40) NOT NULL, + data JSONB +); +""" +print("SQL:", query) +cursor.execute(query) + +# +# INSERT SOME DATA +# + +my_dict = { "a": 1, "b": ["dog", "cat", 42], "c": 'true' } + +#insertion_query = f"INSERT INTO {table_name} (name, data) VALUES (%s, %s)" +#cursor.execute(insertion_query, +# ('A rowwwww', 'null') +#) +#cursor.execute(insertion_query, +# ('Another row, with JSONNNNN', json.dumps(my_dict)) +#) + +# h/t: https://stackoverflow.com/questions/8134602/psycopg2-insert-multiple-rows-with-one-query +insertion_query = f"INSERT INTO {table_name} (name, data) VALUES %s" +#execute_values(cursor, insertion_query, [ +# ('A rowwwww', 'null'), +# ('Another row, with JSONNNNN', json.dumps(my_dict)), +# ('Third row', "3") +#]) + +df = pd.DataFrame([ + ['A rowwwww', 'null'], + ['Another row, with JSONNNNN', json.dumps(my_dict)], + ['Third row', "null"], + ["Pandas Row", "null"] +]) + +records = df.to_dict("records") #> [{0: 'A rowwwww', 1: 'null'}, {0: 'Another row, with JSONNNNN', 1: '{"a": 1, "b": ["dog", "cat", 42], "c": "true"}'}, {0: 'Third row', 1: '3'}, {0: 'Pandas Row', 1: 'YOOO!'}] +list_of_tuples = [(r[0], r[1]) for r in records] + +execute_values(cursor, insertion_query, list_of_tuples) + +# +# QUERY THE TABLE +# + +print("-------------------") +query = f"SELECT * FROM {table_name};" +print("SQL:", query) +cursor.execute(query) +for row in cursor.fetchall(): + print(row) + +# ACTUALLY SAVE THE TRANSACTIONS +connection.commit() + +cursor.close() +connection.close() \ 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 ziv1UwXRQ4X4i0sK^h*XL1CjyBfMh^2AQ_MhNCqSWk^#wpWI!_TFJz#w778mEZo)Ay zcptK#wlB6j>|*O}>jrCsRbakgo?|Ww{WJ7nC=sd-egs+MKgob(Kr$d1kPJu$Bm+5T3=UEymSltYb+yb>VwMJsl{MPO?9Ac4lrZo|X zJFW4^uGW~7=*(<6SSxB98yagT&o!Z-mAQf%`xit@JDhUrsvBzS7lxpmqjKdmh;nvB 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[{0: 'A rowwwww', 1: 'null'}, {0: 'Another row, with JSONNNNN', 1: '{"a": 1, "b": ["dog", "cat", 42], "c": "true"}'}, {0: 'Third row', 1: '3'}, {0: 'Pandas Row', 1: 'YOOO!'}] +list_of_tuples = [(r[0], r[1]) for r in records] + +execute_values(cursor, insertion_query, list_of_tuples) + +# +# QUERY THE TABLE +# + +print("-------------------") +query = f"SELECT * FROM {table_name};" +print("SQL:", query) +cursor.execute(query) +for row in cursor.fetchall(): + print(row) + +# ACTUALLY SAVE THE TRANSACTIONS +connection.commit() + +cursor.close() +connection.close() \ No newline at end of file From c622846061ef4c952232d7d77f8c96c1cdd50ec6 Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Wed, 27 May 2020 12:02:45 -0700 Subject: [PATCH 07/11] added titanic query --- module2-sql-for-analysis/insert_titanic.py | 49 ++++++++++++++++++++++ module2-sql-for-analysis/rpg_queries.py | 2 +- 2 files changed, 50 insertions(+), 1 deletion(-) diff --git a/module2-sql-for-analysis/insert_titanic.py b/module2-sql-for-analysis/insert_titanic.py index e69de29b..ab481b77 100644 --- a/module2-sql-for-analysis/insert_titanic.py +++ b/module2-sql-for-analysis/insert_titanic.py @@ -0,0 +1,49 @@ +import psycopg2 +from psycopg2.extras import execute_values +import json +import pandas as pd +import os +from psycopg2.extras import DictCursor +from dotenv import load_dotenv + +load_dotenv() + +# Loading csv to pandas dataframe +file_path = os.path.join(os.path.dirname(__file__), 'titanic.csv') +df = pd.read_csv(file_path) +print(df.shape) +print(df.head()) + +# Establishing connection and cursor to ElephantSQL + +DB_NAME = os.getenv('DB_NAME2', default='Check env variables') +DB_USER = os.getenv('DB_USER2', default='Check env variables') +DB_PASSWORD = os.getenv('DB_PASSWORD2', default='Check env variables') +DB_HOST = os.getenv('DB_HOST2', default='Check env variables') + +connection = psycopg2.connect( + dbname = DB_NAME, + user = DB_USER, + password = DB_PASSWORD, + host = DB_HOST) +print('CONNECTION :', connection) + +cursor = connection.cursor() + +cursor.execute('DROP TABLE IF EXISTS titanic;') + +# Creating table with query + +table_query = 'CREATE TABLE titanic(Survived INT, Pclass INT, Name varchar(150), Sex varchar(10), Age INT, SiblingsSpouse INT, ParentsChildren INT, Fare INT);' + +cursor.execute(table_query) + +# Copying .csv file data into new table with query + +import_query = "COPY titanic FROM 'titanic.csv' DELIMITER ',' CSV HEADER;" + +cursor.execute(import_query) + +connection.commit() + +cursor.execute('SELECT * FROM titanic') diff --git a/module2-sql-for-analysis/rpg_queries.py b/module2-sql-for-analysis/rpg_queries.py index 166dc0d7..5eb34543 100644 --- a/module2-sql-for-analysis/rpg_queries.py +++ b/module2-sql-for-analysis/rpg_queries.py @@ -42,7 +42,7 @@ # INSERT SOME DATA # -my_dict = { "a": 1, "b": ["dog", "cat", 42], "c": 'true' } +# my_dict = { "a": 1, "b": ["dog", "cat", 42], "c": 'true' } #insertion_query = f"INSERT INTO {table_name} (name, data) VALUES (%s, %s)" #cursor.execute(insertion_query, From a1f234037d8feec39e7da128ebc69ed071e3c5dc Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Thu, 28 May 2020 18:26:14 -0700 Subject: [PATCH 08/11] completed --- .../.vscode/settings.json | 3 + module2-sql-for-analysis/Pipfile | 1 + module2-sql-for-analysis/Pipfile.lock | 115 +++++++++++++++++- module2-sql-for-analysis/insert_titanic.py | 33 ++--- 4 files changed, 125 insertions(+), 27 deletions(-) create mode 100644 module2-sql-for-analysis/.vscode/settings.json diff --git a/module2-sql-for-analysis/.vscode/settings.json b/module2-sql-for-analysis/.vscode/settings.json new file mode 100644 index 00000000..00b8b8cc --- /dev/null +++ b/module2-sql-for-analysis/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "python.pythonPath": "C:\\Users\\Ravi\\.virtualenvs\\DS-Unit-3-Sprint-2-SQL-and-Databases-kzZYgH90\\Scripts\\python.exe" +} \ No newline at end of file diff --git a/module2-sql-for-analysis/Pipfile b/module2-sql-for-analysis/Pipfile index af9e4fc4..f15c1e36 100644 --- a/module2-sql-for-analysis/Pipfile +++ b/module2-sql-for-analysis/Pipfile @@ -4,6 +4,7 @@ url = "https://pypi.org/simple" verify_ssl = true [dev-packages] +pylint = "*" [packages] python-dotenv = "*" diff --git a/module2-sql-for-analysis/Pipfile.lock b/module2-sql-for-analysis/Pipfile.lock index 33c0c595..fa5d5cd9 100644 --- a/module2-sql-for-analysis/Pipfile.lock +++ b/module2-sql-for-analysis/Pipfile.lock @@ -1,7 +1,7 @@ { "_meta": { "hash": { - "sha256": "a752871a27baa56670a0b6819d9ceb382c45d6b85b7582cf470086535ebba601" + "sha256": "8652f92934fef2f87ef05d7ee94fc1884ce7b21c2f873181567b844991c22317" }, "pipfile-spec": 6, "requires": { @@ -61,5 +61,116 @@ "version": "==0.13.0" } }, - "develop": {} + "develop": { + "astroid": { + "hashes": [ + "sha256:4c17cea3e592c21b6e222f673868961bad77e1f985cb1694ed077475a89229c1", + "sha256:d8506842a3faf734b81599c8b98dcc423de863adcc1999248480b18bd31a0f38" + ], + "version": 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DB_PASSWORD, - host = DB_HOST) -print('CONNECTION :', connection) - -cursor = connection.cursor() - -cursor.execute('DROP TABLE IF EXISTS titanic;') - -# Creating table with query - -table_query = 'CREATE TABLE titanic(Survived INT, Pclass INT, Name varchar(150), Sex varchar(10), Age INT, SiblingsSpouse INT, ParentsChildren INT, Fare INT);' - -cursor.execute(table_query) - -# Copying .csv file data into new table with query +sql_url = f'postgresql://{DB_USER}:{DB_PASSWORD}@{DB_HOST}/{DB_NAME}' -import_query = "COPY titanic FROM 'titanic.csv' DELIMITER ',' CSV HEADER;" +engine = create_engine(sql_url) -cursor.execute(import_query) +print('ENGINE :', engine) -connection.commit() +# Inserting DF data to table -cursor.execute('SELECT * FROM titanic') +df.to_sql('titanic', engine, if_exists='replace') From 9c8891cfbb22d8a5eb8478bbf2a3bb2803690c9c Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Sun, 31 May 2020 20:22:33 -0700 Subject: [PATCH 09/11] answered questions --- .../insert_rpg.py | 13 +++++++++++++ .../rpg_db.sqlite3 | Bin 0 -> 253952 bytes 2 files changed, 13 insertions(+) create mode 100644 module3-nosql-and-document-oriented-databases/insert_rpg.py create mode 100644 module3-nosql-and-document-oriented-databases/rpg_db.sqlite3 diff --git a/module3-nosql-and-document-oriented-databases/insert_rpg.py b/module3-nosql-and-document-oriented-databases/insert_rpg.py new file mode 100644 index 00000000..57dc21f0 --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/insert_rpg.py @@ -0,0 +1,13 @@ +import os +import sqlite3 as sq + +# Defining file paths +BASE_DIR = os.path.dirname(os.path.abspath(__file__)) +DB_FILEPATH = os.path.join(BASE_DIR, 'rpg_db.sqlite3') + +connection = sq.connect(DB_FILEPATH) +print("CONNECTION : ", connection) + +cursor = connection.cursor() +print("CURSOR : ", cursor) + diff --git a/module3-nosql-and-document-oriented-databases/rpg_db.sqlite3 b/module3-nosql-and-document-oriented-databases/rpg_db.sqlite3 new file mode 100644 index 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z)0#Qni`6{_M+uTP1P;3a#9;(-hgj9fd$H`m;H3s<7;MXjZyv%)EORkH-dzWKx)mkCVIKnl4uI6O!+LVbP_Zyn%CHaOuCz(^}Rs|GT`T~ zX~xN`l_h9T6(qR_?7sR8feD<8C8P%BIbboNNp}^rZZil?1)RO1KPRyqPEfrsXiFq{ zl?8PT9ClR+XJfUApnX0gRt*`HfNz}|CTaUsgINZpMz15C1^nE)`JBDh-o=P@Q-XFQ zK}*W}N=qs}=ALstmgE|2ENJ=(uD}9ydR|z9W>B8v<%Zw&azm_lImv?H-(Nn455pQQ zgD)DC$BBhBlD5rpw!^1gCQltJD0w$lmKc;W{DWMBa^cF9sumqzQtXyEM+p)vCRqeXT($yGsmb?j^QV zC#<*P{a7+&@Nz-J&AQ5-X3`z`=T~KO66>1 Date: Mon, 1 Jun 2020 12:16:45 -0700 Subject: [PATCH 10/11] mongodb --- .../insert_rpg.py | 13 ------- .../mongo_queries.py | 39 +++++++++++++++++++ 2 files changed, 39 insertions(+), 13 deletions(-) delete mode 100644 module3-nosql-and-document-oriented-databases/insert_rpg.py create mode 100644 module3-nosql-and-document-oriented-databases/mongo_queries.py diff --git a/module3-nosql-and-document-oriented-databases/insert_rpg.py b/module3-nosql-and-document-oriented-databases/insert_rpg.py deleted file mode 100644 index 57dc21f0..00000000 --- a/module3-nosql-and-document-oriented-databases/insert_rpg.py +++ /dev/null @@ -1,13 +0,0 @@ -import os -import sqlite3 as sq - -# Defining file paths -BASE_DIR = os.path.dirname(os.path.abspath(__file__)) -DB_FILEPATH = os.path.join(BASE_DIR, 'rpg_db.sqlite3') - -connection = sq.connect(DB_FILEPATH) -print("CONNECTION : ", connection) - -cursor = connection.cursor() -print("CURSOR : ", cursor) - diff --git a/module3-nosql-and-document-oriented-databases/mongo_queries.py b/module3-nosql-and-document-oriented-databases/mongo_queries.py new file mode 100644 index 00000000..a96517dc --- /dev/null +++ b/module3-nosql-and-document-oriented-databases/mongo_queries.py @@ -0,0 +1,39 @@ +import pymongo +import os +from dotenv import load_dotenv + +load_dotenv() + +DB_USER = os.getenv("MONGO_USER", default="OOPS") +DB_PASSWORD = os.getenv("MONGO_PASSWORD", default="OOPS") +CLUSTER_NAME = os.getenv("MONGO_CLUSTER_NAME", default="OOPS") + + +connection_uri = f"mongodb+srv://{DB_USER}:{DB_PASSWORD}@{CLUSTER_NAME}.mongodb.net/test?retryWrites=true&w=majority" +print("----------------") +print("URI:", connection_uri) + +client = pymongo.MongoClient(connection_uri) +print("----------------") +print("CLIENT:", type(client), client) + +db = client.test_database # "test_database" or whatever you want to call it +print("----------------") +print("DB:", type(db), db) + +collection = db.pokemon_test # "pokemon_test" or whatever you want to call it +print("----------------") +print("COLLECTION:", type(collection), collection) + +print("----------------") +print("COLLECTIONS:") +print(db.list_collection_names()) + +collection.insert_one({ + "name": "Pikachu", + "level": 30, + "exp": 76000000000, + "hp": 400, +}) +print("DOCS:", collection.count_documents({})) +print(collection.count_documents({"name": "Pikachu"})) From cff7b93728c453bb375c906281d3b8b6992bbc00 Mon Sep 17 00:00:00 2001 From: RAV10K1 Date: Tue, 28 Jul 2020 20:37:42 -0700 Subject: [PATCH 11/11] refactored code --- module2-sql-for-analysis/Pipfile | 2 + module2-sql-for-analysis/Pipfile.lock | 128 +++++++++++++++++-- module2-sql-for-analysis/elephant_queries.py | 2 +- module2-sql-for-analysis/insert_titanic.py | 3 +- module2-sql-for-analysis/rpg_queries.py | 91 +++++-------- 5 files changed, 154 insertions(+), 72 deletions(-) diff --git a/module2-sql-for-analysis/Pipfile b/module2-sql-for-analysis/Pipfile index f15c1e36..13523987 100644 --- a/module2-sql-for-analysis/Pipfile +++ b/module2-sql-for-analysis/Pipfile @@ -9,6 +9,8 @@ pylint = "*" [packages] python-dotenv = "*" psycopg2-binary = "*" +pandas = "*" +sqlalchemy = "*" [requires] python_version = "3.7" diff --git a/module2-sql-for-analysis/Pipfile.lock b/module2-sql-for-analysis/Pipfile.lock index fa5d5cd9..10d38bec 100644 --- a/module2-sql-for-analysis/Pipfile.lock +++ b/module2-sql-for-analysis/Pipfile.lock @@ -1,7 +1,7 @@ { "_meta": { "hash": { - "sha256": 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], "index": "pypi", - "version": "==2.5.2" + "version": "==2.5.3" }, "six": { "hashes": [ diff --git a/module2-sql-for-analysis/elephant_queries.py b/module2-sql-for-analysis/elephant_queries.py index 1ce5f307..6dc45fe2 100644 --- a/module2-sql-for-analysis/elephant_queries.py +++ b/module2-sql-for-analysis/elephant_queries.py @@ -1,8 +1,8 @@ +import os import psycopg2 from psycopg2.extras import execute_values import json import pandas as pd -import os from psycopg2.extras import DictCursor from dotenv import load_dotenv diff --git a/module2-sql-for-analysis/insert_titanic.py b/module2-sql-for-analysis/insert_titanic.py index 744cf6a0..0e180692 100644 --- a/module2-sql-for-analysis/insert_titanic.py +++ b/module2-sql-for-analysis/insert_titanic.py @@ -1,6 +1,5 @@ import psycopg2 from sqlalchemy import create_engine -import json import pandas as pd import os @@ -14,7 +13,7 @@ print(df.shape) print(df.head()) -# Establishing connection and cursor to PostgreSQL +# Establishing variables to PostgreSQL DB_NAME = os.getenv('DB_NAME2', default='Check env variables') DB_USER = os.getenv('DB_USER2', default='Check env variables') diff --git a/module2-sql-for-analysis/rpg_queries.py b/module2-sql-for-analysis/rpg_queries.py index 5eb34543..1354ae5c 100644 --- a/module2-sql-for-analysis/rpg_queries.py +++ b/module2-sql-for-analysis/rpg_queries.py @@ -1,11 +1,14 @@ +import os import psycopg2 +import sqlite3 from psycopg2.extras import execute_values import json import pandas as pd -import os from psycopg2.extras import DictCursor from dotenv import load_dotenv +## Setting up PostgreSQL Connection + load_dotenv() DB_NAME = os.getenv('DB_NAME1', default='Check env variables') @@ -20,71 +23,41 @@ cursor = connection.cursor(cursor_factory=psycopg2.extras.DictCursor) print("CURSOR:", cursor) -# cursor.execute("SELECT * FROM rpg_data") -# result = cursor.fetchall() -# print("RESULT:", type(result)) -# print(result) - -table_name = "rpg_data" - -print("-------------------") -query = f""" -CREATE TABLE IF NOT EXISTS {table_name} ( - id SERIAL PRIMARY KEY, - name varchar(40) NOT NULL, - data JSONB -); +create_table = """CREATE TABLE IF NOT EXISTS rpg_data (character_id SERIAL PRIMARY KEY, +name varchar(30) NOT NULL, +level int, +exp int, +hp int, +strength int, +intelligence int, +dexterity int, +wisdom int); """ -print("SQL:", query) -cursor.execute(query) -# -# INSERT SOME DATA -# +table_query = "SELECT * FROM rpg_data" -# my_dict = { "a": 1, "b": ["dog", "cat", 42], "c": 'true' } - -#insertion_query = f"INSERT INTO {table_name} (name, data) VALUES (%s, %s)" -#cursor.execute(insertion_query, -# ('A rowwwww', 'null') -#) -#cursor.execute(insertion_query, -# ('Another row, with JSONNNNN', json.dumps(my_dict)) -#) - -# h/t: https://stackoverflow.com/questions/8134602/psycopg2-insert-multiple-rows-with-one-query -insertion_query = f"INSERT INTO {table_name} (name, data) VALUES %s" -#execute_values(cursor, insertion_query, [ -# ('A rowwwww', 'null'), -# ('Another row, with JSONNNNN', json.dumps(my_dict)), -# ('Third row', "3") -#]) +cursor.execute(create_table) +cursor.execute(table_query) +connection.commit() +result = cursor.fetchall() +print("RESULT:", type(result)) +# print(result) -df = pd.DataFrame([ - ['A rowwwww', 'null'], - ['Another row, with JSONNNNN', json.dumps(my_dict)], - ['Third row', "null"], - ["Pandas Row", "null"] -]) +# Connecting to SQLite3 DB for RPG Data -records = df.to_dict("records") #> [{0: 'A rowwwww', 1: 'null'}, {0: 'Another row, with JSONNNNN', 1: '{"a": 1, "b": ["dog", "cat", 42], "c": "true"}'}, {0: 'Third row', 1: '3'}, {0: 'Pandas Row', 1: 'YOOO!'}] -list_of_tuples = [(r[0], r[1]) for r in records] +sl_conn = sqlite3.connect('rpg_db.sqlite3') +sl_cursor = sl_conn.cursor() +characters = sl_conn.execute('SELECT * FROM charactercreator_character').fetchall() +print(characters) -execute_values(cursor, insertion_query, list_of_tuples) +## Inserting SQLite data into PostgreSQL DB -# -# QUERY THE TABLE -# +for character in characters: + insert_query_pg = f"""INSERT INTO rpg_data (character_id, name, level, exp, hp, strength, intelligence, dexterity, wisdom) VALUES + {character}""" -print("-------------------") -query = f"SELECT * FROM {table_name};" -print("SQL:", query) -cursor.execute(query) -for row in cursor.fetchall(): - print(row) + print(insert_query_pg) -# ACTUALLY SAVE THE TRANSACTIONS -connection.commit() + cursor.execute(insert_query_pg) -cursor.close() -connection.close() \ No newline at end of file +connection.commit() \ No newline at end of file