-
Notifications
You must be signed in to change notification settings - Fork 187
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Initial commit of BigQuery admin integration
- Loading branch information
1 parent
5a31d72
commit ad0468d
Showing
20 changed files
with
283 additions
and
36 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,154 @@ | ||
| #!/usr/bin/python | ||
| # -*- coding: utf-8 -*- | ||
|
|
||
| # API calls to interact with Google Big Query | ||
|
|
||
| # TODO: | ||
| # - User authentication for own bigquery dataset access (otherwise datasets created in flow account?) | ||
|
|
||
| from __future__ import absolute_import | ||
| from datetime import datetime, timedelta, time | ||
| from oauth2client.client import GoogleCredentials | ||
| from google.cloud import bigquery | ||
| from google.cloud.bigquery.schema import SchemaField | ||
| from models import Habit, HabitDay, Task, Readable | ||
| import logging | ||
| import tools | ||
|
|
||
|
|
||
| class BigQueryClient(object): | ||
|
|
||
| def __init__(self, user): | ||
| self.user = user | ||
| # self.credentials = GoogleCredentials.get_application_default() | ||
| self.client = bigquery.Client() | ||
| self.dataset_name = self.user.get_integration_prop('bigquery_dataset_name') | ||
| self.table_name = self.user.get_integration_prop('bigquery_table_name') | ||
| self.dataset = self.client.dataset(self.dataset_name) | ||
| self.table = None | ||
| self.habits = None | ||
| self.journal_questions = None | ||
|
|
||
| def _maybe_get_habits(self): | ||
| if self.habits is None: | ||
| self.habits = Habit.Active(self.user) | ||
|
|
||
| def _maybe_get_journal_questions(self): | ||
| if self.journal_questions is None: | ||
| self.journal_questions = tools.getJson(self.user.settings, {}).get('journals', {}).get('questions', []) | ||
|
|
||
| def _bq_schema(self): | ||
| # Genreate bigquery schema from user | ||
| common_fields = [ | ||
| SchemaField("date", "DATE", mode="REQUIRED"), | ||
| SchemaField("tasks_done", "INT64", mode="REQUIRED"), | ||
| SchemaField("tasks_undone", "INT64", mode="REQUIRED"), | ||
| SchemaField("habits_done", "INT64", mode="REQUIRED"), | ||
| SchemaField("habits_cmt", "INT64", mode="REQUIRED"), | ||
| SchemaField("habits_cmt_undone", "INT64", mode="REQUIRED", | ||
| description="Habits committed but not completed"), | ||
| SchemaField("items_read", "INT64", mode="REQUIRED"), | ||
| ] | ||
| self._maybe_get_habits() | ||
| self._maybe_get_journal_questions() | ||
| user_fields = [] | ||
| for h in self.habits: | ||
| user_fields.append(SchemaField("habit_%s" % h.slug_name(), | ||
| "BOOL", | ||
| mode="REQUIRED", | ||
| description="Habit done - %s" % h.name)) | ||
| for q in self.journal_questions: | ||
| name = q.get('name') | ||
| label = q.get('label') | ||
| response_type = q.get('response_type') | ||
| if response_type in ['slider', 'number']: | ||
| user_fields.append( | ||
| SchemaField(name, "INT64", | ||
| mode="NULLABLE", | ||
| description="Journal response: %s" % label)) | ||
| schema = common_fields + user_fields | ||
| # TODO: How do schema changes work? | ||
| return schema | ||
|
|
||
| def table_created(self): | ||
| table = self.dataset.table(self.table_name) | ||
| return table.exists(client=self.client) | ||
|
|
||
| def create_table(self): | ||
| logging.debug("Creating table...") | ||
| self.table = self.dataset.table(self.table_name, self._bq_schema()) | ||
| self.table.create(client=self.client) | ||
|
|
||
| def fetch_daily_panel_data(self, since=None, until=None): | ||
| self._maybe_get_habits() | ||
| self._maybe_get_journal_questions() | ||
| if not since: | ||
| since = datetime.combine((datetime.now() - timedelta(days=8)).date(), time(0, 0)) | ||
| if not until: | ||
| until = datetime.combine((datetime.now() - timedelta(days=1)).date(), time(0, 0)) | ||
| rows = [] | ||
| row_ids = [] | ||
| habitdays_by_day = tools.partition( | ||
| HabitDay.Range(self.user, self.habits, since, until_date=until), | ||
| lambda hd: tools.iso_date(hd.date) | ||
| ) | ||
| tasks_by_day = tools.partition( | ||
| Task.DueInRange(self.user, since, until, limit=500), | ||
| lambda t: tools.iso_date(t.dt_due) | ||
| ) | ||
| readables_by_day = tools.partition( | ||
| Readable.Fetch(self.user, read=True, | ||
| since=tools.iso_date(since), | ||
| until=tools.iso_date(until)), | ||
| lambda r: tools.iso_date(r.dt_read) | ||
| ) | ||
| cursor = since | ||
| while cursor <= until: | ||
| iso_date = tools.iso_date(cursor) | ||
| tasks = tasks_by_day.get(iso_date, []) | ||
| habits = habitdays_by_day.get(iso_date, []) | ||
| readables = readables_by_day.get(iso_date, []) | ||
| tasks_done = tasks_undone = habits_done = habits_cmt = habits_cmt_undone = items_read = 0 | ||
| for t in tasks: | ||
| if t.is_done(): | ||
| tasks_done += 1 | ||
| else: | ||
| tasks_undone += 1 | ||
| for hd in habits: | ||
| if hd.done: | ||
| habits_done += 1 | ||
| if hd.committed: | ||
| habits_cmt += 1 | ||
| if not hd.done: | ||
| habits_cmt_undone += 1 | ||
| items_read = len(readables) | ||
| row = [ | ||
| iso_date, | ||
| tasks_done, | ||
| tasks_undone, | ||
| habits_done, | ||
| habits_cmt, | ||
| habits_cmt_undone, | ||
| items_read | ||
| ] | ||
| for h in self.habits: | ||
| this_habit_done = 0 | ||
| row.append('true' if this_habit_done else 'false') | ||
| rows.append(tuple(row)) | ||
| row_ids.append(iso_date) | ||
| cursor += timedelta(days=1) | ||
| return (rows, row_ids) | ||
|
|
||
| def push_data(self, rows, row_ids): | ||
| logging.debug("Inserting into table '%s' with %d rows" % (self.table.friendly_name, self.table.num_rows)) | ||
| self.table.insert_data(rows, row_ids=row_ids, | ||
| skip_invalid_rows=True, | ||
| client=self.client) | ||
|
|
||
| def run(self): | ||
| if not self.table_created(): | ||
| self.create_table() | ||
| rows, row_ids = self.fetch_daily_panel_data() | ||
| self.push_data(rows, row_ids) | ||
|
|
||
|
|
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.