xszheng2020/the_stack_dedup_python_hits_6 · Datasets at Hugging Face

fadb22cc54d470339762a904fa9aac869f9e75f9

21

py

Python

roentgen/lines/__init__.py

ehsteve/roentgen

76016ad2558d20c3e87304bd4abafa906d98caa5

[ "Apache-2.0", "BSD-3-Clause" ]

7

2018-06-05T20:28:44.000Z

2022-03-16T15:22:45.000Z

roentgen/lines/__init__.py

samaloney/roentgen

44467581886eaa355cb991b3778bb8de7e30a47d

[ "Apache-2.0", "BSD-3-Clause" ]

17

2018-06-05T20:29:42.000Z

2021-06-06T18:26:22.000Z

roentgen/lines/__init__.py

samaloney/roentgen

44467581886eaa355cb991b3778bb8de7e30a47d

[ "Apache-2.0", "BSD-3-Clause" ]

3

2019-10-24T15:24:52.000Z

2020-08-27T22:17:05.000Z

from .lines import *

10.5

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6

4f08475dd9a85aa62e0f69ff5968d09d1b8964a4

39

py

Python

tinycards/__init__.py

njam/tinycards-python-api

7381efbc75feeed4d7aaa25f78c192af6bf1d011

[ "MIT" ]

null

tinycards/__init__.py

njam/tinycards-python-api

7381efbc75feeed4d7aaa25f78c192af6bf1d011

[ "MIT" ]

null

tinycards/__init__.py

njam/tinycards-python-api

7381efbc75feeed4d7aaa25f78c192af6bf1d011

[ "MIT" ]

null

from tinycards.client import Tinycards

19.5

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6

87c7a9d1c9ff1ddddb26909f13e6f43a2ba1cd25

333

py

Python

src/ebay_rest/api/sell_analytics/api/__init__.py

gbm001/ebay_rest

077d3478423ccd80ff35e0361821d6a11180bc54

[ "MIT" ]

3

2021-12-12T04:28:03.000Z

2022-03-10T03:29:18.000Z

src/ebay_rest/api/sell_analytics/api/__init__.py

jdavv/ebay_rest

20fc88c6aefdae9ab90f9c1330e79abddcd750cd

[ "MIT" ]

33

2021-06-16T20:44:36.000Z

2022-03-30T14:55:06.000Z

src/ebay_rest/api/sell_analytics/api/__init__.py

jdavv/ebay_rest

20fc88c6aefdae9ab90f9c1330e79abddcd750cd

[ "MIT" ]

7

2021-06-03T09:30:23.000Z

2022-03-08T19:51:33.000Z

from __future__ import absolute_import # flake8: noqa # import apis into api package from ...sell_analytics.api.customer_service_metric_api import CustomerServiceMetricApi from ...sell_analytics.api.seller_standards_profile_api import SellerStandardsProfileApi from ...sell_analytics.api.traffic_report_api import TrafficReportApi

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6

87c92c6dbfb8ba87e7c6aeee7b61fbce832f35fc

5,974

py

Python

tests/_display/test_line_dash_setting_interface.py

ynsnf/apysc

b10ffaf76ec6beb187477d0a744fca00e3efc3fb

[ "MIT" ]

16

2021-04-16T02:01:29.000Z

2022-01-01T08:53:49.000Z

tests/_display/test_line_dash_setting_interface.py

ynsnf/apysc

b10ffaf76ec6beb187477d0a744fca00e3efc3fb

[ "MIT" ]

613

2021-03-24T03:37:38.000Z

2022-03-26T10:58:37.000Z

tests/_display/test_line_dash_setting_interface.py

simon-ritchie/apyscript

c319f8ab2f1f5f7fad8d2a8b4fc06e7195476279

[ "MIT" ]

2

2021-06-20T07:32:58.000Z

2021-12-26T08:22:11.000Z

import re from random import randint from typing import Match from typing import Optional from retrying import retry from apysc._display.line_dash_setting import LineDashSetting from apysc._display.line_dash_setting_interface import LineDashSettingInterface from apysc._expression import expression_data_util from tests.testing_helper import assert_raises class TestLineDashSettingInterface: @retry(stop_max_attempt_number=15, wait_fixed=randint(10, 3000)) def test__initialize_line_dash_setting_if_not_initialized(self) -> None: interface: LineDashSettingInterface = LineDashSettingInterface() interface._initialize_line_dash_setting_if_not_initialized() assert interface._line_dash_setting is None interface._line_dash_setting = LineDashSetting( dash_size=10, space_size=5) interface._initialize_line_dash_setting_if_not_initialized() assert interface._line_dash_setting.dash_size == 10 @retry(stop_max_attempt_number=15, wait_fixed=randint(10, 3000)) def test_line_dash_setting(self) -> None: interface: LineDashSettingInterface = LineDashSettingInterface() interface.variable_name = 'test_line_dash_setting_interface' line_dash_setting: Optional[LineDashSetting] = \ interface.line_dash_setting assert line_dash_setting is None interface._line_dash_setting = LineDashSetting( dash_size=10, space_size=5) line_dash_setting = interface.line_dash_setting assert line_dash_setting.dash_size == 10 # type: ignore interface.line_dash_setting = LineDashSetting( dash_size=5, space_size=3) line_dash_setting = interface.line_dash_setting assert line_dash_setting.dash_size == 5 @retry(stop_max_attempt_number=15, wait_fixed=randint(10, 3000)) def test__update_line_dash_setting_and_skip_appending_exp(self) -> None: expression_data_util.empty_expression() interface: LineDashSettingInterface = LineDashSettingInterface() assert_raises( expected_error_class=TypeError, func_or_method=interface. _update_line_dash_setting_and_skip_appending_exp, kwargs={'value': 'dash'}, match='Not supported line_dash_setting type specified: ') interface._update_line_dash_setting_and_skip_appending_exp( value=LineDashSetting(dash_size=10, space_size=5)) line_dash_setting: Optional[LineDashSetting] = \ interface.line_dash_setting assert line_dash_setting.dash_size == 10 # type: ignore expression: str = expression_data_util.get_current_expression() assert '.css(' not in expression interface._update_line_dash_setting_and_skip_appending_exp( value=None) line_dash_setting = interface.line_dash_setting assert line_dash_setting is None @retry(stop_max_attempt_number=15, wait_fixed=randint(10, 3000)) def test__append_line_dash_setting_update_expression(self) -> None: expression_data_util.empty_expression() interface: LineDashSettingInterface = LineDashSettingInterface() interface._initialize_line_dash_setting_if_not_initialized() interface.variable_name = 'test_line_dash_interface' interface._append_line_dash_setting_update_expression() expression: str = expression_data_util.get_current_expression() match: Optional[Match] = re.search( pattern=( rf'{interface.variable_name}.css$"stroke-dasharray", ""$;' ), string=expression, flags=re.MULTILINE) assert match is not None expression_data_util.empty_expression() interface._line_dash_setting = LineDashSetting( dash_size=10, space_size=5) interface._append_line_dash_setting_update_expression() expression = expression_data_util.get_current_expression() match = re.search( pattern=( rf'{interface.variable_name}.css$"stroke-dasharray", ' rf'String\(.+?$ \+ " " \+ String$.+$\);' ), string=expression, flags=re.MULTILINE) assert match is not None @retry(stop_max_attempt_number=15, wait_fixed=randint(10, 3000)) def test__make_snapshot(self) -> None: interface: LineDashSettingInterface = LineDashSettingInterface() interface.variable_name = 'test_line_dash_setting_interface' interface.line_dash_setting = LineDashSetting( dash_size=10, space_size=5) snapshot_name: str = interface._get_next_snapshot_name() interface._run_all_make_snapshot_methods(snapshot_name=snapshot_name) assert isinstance( interface._line_dash_setting_snapshots[snapshot_name], LineDashSetting) interface.line_dash_setting = None interface._run_all_make_snapshot_methods(snapshot_name=snapshot_name) assert isinstance( interface._line_dash_setting_snapshots[snapshot_name], LineDashSetting) @retry(stop_max_attempt_number=15, wait_fixed=randint(10, 3000)) def test__revert(self) -> None: interface: LineDashSettingInterface = LineDashSettingInterface() interface.variable_name = 'test_line_dash_setting_interface' interface.line_dash_setting = LineDashSetting( dash_size=10, space_size=5) snapshot_name: str = interface._get_next_snapshot_name() interface._run_all_revert_methods(snapshot_name=snapshot_name) interface._run_all_make_snapshot_methods(snapshot_name=snapshot_name) interface.line_dash_setting = None interface._run_all_revert_methods(snapshot_name=snapshot_name) assert isinstance(interface._line_dash_setting, LineDashSetting)

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null

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null

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6

87d01ca8b749ecbc0fe028ab6886a2988226b905

23

py

Python

__init__.py

shbhuk/hpfspec

5023d6a090c1dd4835fccb6c0655d821d42c370a

[ "MIT" ]

null

__init__.py

shbhuk/hpfspec

5023d6a090c1dd4835fccb6c0655d821d42c370a

[ "MIT" ]

2

2022-01-23T23:07:34.000Z

2022-01-25T14:51:34.000Z

__init__.py

shbhuk/hpfspec

5023d6a090c1dd4835fccb6c0655d821d42c370a

[ "MIT" ]

2

2021-09-06T00:31:59.000Z

2022-01-23T21:46:26.000Z

from .hpfspec import *

11.5

22

0.73913

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23

5.666667

1

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1

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6

87dc25fc0d72d1bec7126fae7397039a289920b8

110

py

Python

apps/menu/context_processors.py

theju/confista

632e651f734ff88d968efb5f24608633c313ee3f

[ "MIT" ]

null

apps/menu/context_processors.py

theju/confista

632e651f734ff88d968efb5f24608633c313ee3f

[ "MIT" ]

null

apps/menu/context_processors.py

theju/confista

632e651f734ff88d968efb5f24608633c313ee3f

[ "MIT" ]

1

2019-12-02T19:01:49.000Z

from menu.models import Menu_Item def menu(request): return {"menu_items": Menu_Item.objects.iterator()}

22

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16

110

5

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false

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null

0

1

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1

0

6

e2054b2a6d28f682419b9409e29643dc5f146ae9

32

py

Python

ode4jax/base.py

PhilipVinc/netket_dynamics

6e8009098c279271cb0f289ba9e85c039bb284e4

[ "Apache-2.0" ]

2

2021-10-02T20:29:44.000Z

2021-10-02T20:38:28.000Z

ode4jax/base.py

PhilipVinc/netket_dynamics

6e8009098c279271cb0f289ba9e85c039bb284e4

[ "Apache-2.0" ]

11

2021-10-01T09:15:06.000Z

2022-03-21T09:19:23.000Z

ode4jax/base.py

PhilipVinc/netket_dynamics

6e8009098c279271cb0f289ba9e85c039bb284e4

[ "Apache-2.0" ]

null

from ode4jax._src.base import *

16

31

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5

32

4.8

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0.125

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true

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null

0

1

0

1

0

1

0

6

356c34625efaba16849c7fb686ce911d5e058658

1,077

py

Python

tests/test_module_check.py

shift-left-test/SAGE

da5ff53af1b83a7190f91271fad380e720bd939f

[ "MIT-0", "MIT" ]

null

tests/test_module_check.py

shift-left-test/SAGE

da5ff53af1b83a7190f91271fad380e720bd939f

[ "MIT-0", "MIT" ]

null

tests/test_module_check.py

shift-left-test/SAGE

da5ff53af1b83a7190f91271fad380e720bd939f

[ "MIT-0", "MIT" ]

null

import os import pytest import shutil import subprocess import sys from .base_module_check import * def test_run_check_default(basic_build_bad_content): ctx = basic_build_bad_content.run_tools(["cppcheck", "cpplint"]) assert len(ctx.file_analysis_map) != 0 for file_name, file_analysis in ctx.file_analysis_map.items(): num_of_issues = get_num_of_issues(file_analysis) assert num_of_issues != 0 def test_run_check_all(basic_build_bad_content): ctx = basic_build_bad_content.run_tools(["cppcheck", "cpplint", "clang-tidy"]) assert len(ctx.file_analysis_map) != 0 for file_name, file_analysis in ctx.file_analysis_map.items(): num_of_issues = get_num_of_issues(file_analysis) assert num_of_issues != 0 def test_run_check_default_no_issue(basic_build): ctx = basic_build.run_tools(["cppcheck", "cpplint"]) assert len(ctx.file_analysis_map) == 0 def test_run_check_all_no_issue(basic_build): ctx = basic_build.run_tools(["cppcheck", "cpplint", "clang-tidy"]) assert len(ctx.file_analysis_map) == 0

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0

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null

0

6

356d4c172525515024dd77d202399bfd58b664bd

1,859

py

Python

tests/test_token_utils.py

Badger-Finance/python-keepers

b5b2b0b083a237dceecd161d81754512959822b1

[ "MIT" ]

null

tests/test_token_utils.py

Badger-Finance/python-keepers

b5b2b0b083a237dceecd161d81754512959822b1

[ "MIT" ]

22

2022-03-08T19:30:45.000Z

2022-03-28T21:14:15.000Z

tests/test_token_utils.py

Badger-Finance/python-keepers

b5b2b0b083a237dceecd161d81754512959822b1

[ "MIT" ]

null

import pytest import responses from requests import HTTPError from config.enums import Network from src.token_utils import get_token_price @responses.activate def test_get_token_price_prod(): currency = "usd" price = 8.75 responses.add( responses.GET, f"https://api.badger.finance/v2/prices?currency={currency}&chain={Network.Ethereum}", json={ "0x3472a5a71965499acd81997a54bba8d852c6e53d": 8.75, }, status=200, ) token_price = get_token_price( token_address="0x3472a5a71965499acd81997a54bba8d852c6e53d", currency="usd", chain=Network.Ethereum, ) assert token_price == price @responses.activate def test_get_token_price_staging(): currency = "usd" price = 8.75 responses.add( responses.GET, f"https://staging-api.badger.finance/v2/prices?currency={currency}" f"&chain={Network.Ethereum}", json={ "0x3472a5a71965499acd81997a54bba8d852c6e53d": 8.75, }, status=200, ) token_price = get_token_price( token_address="0x3472a5a71965499acd81997a54bba8d852c6e53d", currency="usd", chain=Network.Ethereum, use_staging=True, ) assert token_price == price @responses.activate def test_get_token_price_raises(): currency = "usd" responses.add( responses.GET, f"https://staging-api.badger.finance/v2/prices?currency={currency}" f"&chain={Network.Ethereum}", json={ "0x3472a5a71965499acd81997a54bba8d852c6e53d": 8.75, }, status=403, ) with pytest.raises(HTTPError): get_token_price( token_address="0x3472a5a71965499acd81997a54bba8d852c6e53d", currency="usd", chain=Network.Ethereum, use_staging=True, )

26.557143

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1,859

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null

0

1

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null

0

6

35792705e9f3be1ae6d84b497d62e8bad033c3ba

64

py

Python

handlers/funny/__init__.py

yunlzheng/PDFLabs

2b11d4d0b1ab7c2e4c474665e49935606e6b6bcd

[ "MIT", "Unlicense" ]

1

2015-08-21T03:08:23.000Z

handlers/funny/__init__.py

yunlzheng/PDFLabs

2b11d4d0b1ab7c2e4c474665e49935606e6b6bcd

[ "MIT", "Unlicense" ]

null

handlers/funny/__init__.py

yunlzheng/PDFLabs

2b11d4d0b1ab7c2e4c474665e49935606e6b6bcd

[ "MIT", "Unlicense" ]

null

from .Gallery import UserGalleryHandler, UserGalleryApiHandler

32

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1

0

6

ea3faa787513e8d02d9d1ec531826937afa7c499

18,859

py

Python

spitfire/compiler/analyzer_test.py

atubbs/spitfire

73dc7ab2f9721aa96d402887e3a080012047e3e1

[ "BSD-3-Clause" ]

385

2016-04-07T06:21:12.000Z

2022-03-30T23:03:59.000Z

spitfire/compiler/analyzer_test.py

atubbs/spitfire

73dc7ab2f9721aa96d402887e3a080012047e3e1

[ "BSD-3-Clause" ]

25

2016-02-03T23:43:47.000Z

2016-03-31T21:34:45.000Z

spitfire/compiler/analyzer_test.py

atubbs/spitfire

73dc7ab2f9721aa96d402887e3a080012047e3e1

[ "BSD-3-Clause" ]

67

2016-04-29T14:49:09.000Z

2022-03-15T01:51:02.000Z

# Copyright 2014 The Spitfire Authors. All Rights Reserved. # # Use of this source code is governed by a BSD-style # license that can be found in the LICENSE file. import unittest from spitfire.compiler import analyzer from spitfire.compiler import ast from spitfire.compiler import compiler from spitfire.compiler import options from spitfire.compiler import util from spitfire.compiler import walker from spitfire import test_util class BaseTest(unittest.TestCase): def __init__(self, *args): unittest.TestCase.__init__(self, *args) self.analyzer_options = options.default_options self.analyzer_options.update(cache_resolved_placeholders=True, enable_warnings=True, warnings_as_errors=True) def setUp(self): self.compiler = compiler.Compiler( analyzer_options=self.analyzer_options, xspt_mode=False, compiler_stack_traces=True) def _get_analyzer(self, ast_root): semantic_analyzer = analyzer.SemanticAnalyzer( 'TestTemplate', ast_root, self.compiler.analyzer_options, self.compiler) semantic_analyzer.get_ast = test_util.RecordedFunction( semantic_analyzer.get_ast) return semantic_analyzer def _build_function_template(self): """ Build a simple template with a function. file: TestTemplate #def test_function #end def """ ast_root = ast.TemplateNode('TestTemplate') def_node = ast.DefNode('test_function') ast_root.append(def_node) return (ast_root, def_node) def _build_if_template(self, condition=None): """ Build a simple template with a function and an if statement. file: TestTemplate #def test_function #if True #end if #end def """ ast_root, def_node = self._build_function_template() condition_node = condition or ast.LiteralNode(True) if_node = ast.IfNode(condition_node) def_node.append(if_node) return (ast_root, def_node, if_node) def _compile(self, template_content): template_node = util.parse_template(template_content) template_node.source_path = 'test_template.spt' return template_node class TestEmptyIfBlockError(BaseTest): def test_empty_if_fails(self): self.ast_description = """ file: TestTemplate #def test_function #if True #end if #end def """ ast_root, def_node, if_node = self._build_if_template() semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_optional_whitespace_if_fails(self): self.ast_description = """ file: TestTemplate #def test_function #if True #end if #end def """ ast_root, def_node, if_node = self._build_if_template() if_node.append(ast.OptionalWhitespaceNode(' ')) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_comment_if_fails(self): self.ast_description = """ file: TestTemplate #def test_function #if True ## This is a comment. #end if #end def """ ast_root, def_node, if_node = self._build_if_template() if_node.append(ast.CommentNode(' This is a comment.')) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_empty_if_full_else_fails(self): self.ast_description = """ file: TestTemplate #def test_function #if True #else #set $foo = true #end if #end def """ ast_root, def_node, if_node = self._build_if_template() assign_node = ast.AssignNode( ast.IdentifierNode('foo'), ast.LiteralNode(True)) if_node.else_.append(assign_node) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_empty_elif_fails(self): self.ast_description = """ file: TestTemplate #def test_function #if True #set $foo = True #elif False #end if #end def """ ast_root, def_node, if_node = self._build_if_template() assign_node = ast.AssignNode( ast.IdentifierNode('foo'), ast.LiteralNode(True)) if_node.append(assign_node) elif_node = ast.IfNode(ast.LiteralNode(False)) if_node.else_.append(elif_node) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_non_empty_if_ok(self): self.ast_description = """ file: TestTemplate #def test_function #if True #set $foo = True #end if #end def """ ast_root, def_node, if_node = self._build_if_template() assign_node = ast.AssignNode( ast.IdentifierNode('foo'), ast.LiteralNode(True)) if_node.append(assign_node) semantic_analyzer = self._get_analyzer(ast_root) try: semantic_analyzer.get_ast() except analyzer.SemanticAnalyzerError: self.fail('get_ast raised SemanticAnalyzerError unexpectedly.') class TestEmptyForBlockError(BaseTest): def _build_for_template(self): """ Build a simple template with a function and a for loop. file: TestTemplate #def test_function #for $i in [] #end for #end def """ ast_root, def_node = self._build_function_template() target_list = ast.TargetListNode() target_list.append(ast.PlaceholderNode('foo')) expression_list = ast.ExpressionListNode() expression_list.append(ast.LiteralNode([])) for_node = ast.ForNode(target_list=target_list, expression_list=expression_list) def_node.append(for_node) return (ast_root, def_node, for_node) def test_empty_for_fails(self): self.ast_description = """ file: TestTemplate #def test_function #for $i in [] #end for #end def """ ast_root, def_node, for_node = self._build_for_template() semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_optional_whitespace_for_fails(self): self.ast_description = """ file: TestTemplate #def test_function #for $i in [] #end for #end def """ ast_root, def_node, for_node = self._build_for_template() for_node.append(ast.OptionalWhitespaceNode(' ')) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_comment_for_fails(self): self.ast_description = """ file: TestTemplate #def test_function #for $i in [] ## This is a comment. #end for #end def """ ast_root, def_node, for_node = self._build_for_template() for_node.append(ast.CommentNode(' This is a comment.')) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_non_empty_for_ok(self): self.ast_description = """ file: TestTemplate #def test_function #for $i in [] #set $foo = True #end for #end def """ ast_root, def_node, for_node = self._build_for_template() assign_node = ast.AssignNode( ast.IdentifierNode('foo'), ast.LiteralNode(True)) for_node.append(assign_node) semantic_analyzer = self._get_analyzer(ast_root) try: semantic_analyzer.get_ast() except analyzer.SemanticAnalyzerError: self.fail('get_ast raised SemanticAnalyzerError unexpectedly.') class TestGlobalScopeLibraryError(BaseTest): def _build_function_template_library(self): """ Build a simple library template with a function. file: TestTemplate #implements library #def test_function #end def """ ast_root = ast.TemplateNode('TestTemplate') implements_node = ast.ImplementsNode('library') ast_root.append(implements_node) def_node = ast.DefNode('test_function') ast_root.append(def_node) return (ast_root, def_node) def test_library_ok(self): self.ast_description = """ file: TestTemplate #implements library #def test_function #end def """ ast_root, def_node = self._build_function_template_library() semantic_analyzer = self._get_analyzer(ast_root) try: semantic_analyzer.get_ast() except analyzer.SemanticAnalyzerError: self.fail('get_ast raised SemanticAnalyzerError unexpectedly.') def test_set_error(self): self.ast_description = """ file: TestTemplate #implements library #set $foo = True #def test_function #end def """ ast_root, def_node = self._build_function_template_library() assign_node = ast.AssignNode( ast.IdentifierNode('foo'), ast.LiteralNode(True)) ast_root.insert_before(def_node, assign_node) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_attr_error(self): self.ast_description = """ file: TestTemplate #implements library #attr $foo = True #def test_function #end def """ ast_root, def_node = self._build_function_template_library() attr_node = ast.AttributeNode('foo', default=ast.LiteralNode(True)) ast_root.insert_before(def_node, attr_node) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_global_ok(self): self.ast_description = """ file: TestTemplate #implements library #global $foo #def test_function #end def """ ast_root, def_node = self._build_function_template_library() global_node = ast.GlobalNode('foo') ast_root.insert_before(def_node, global_node) semantic_analyzer = self._get_analyzer(ast_root) try: semantic_analyzer.get_ast() except analyzer.SemanticAnalyzerError: self.fail('get_ast raised SemanticAnalyzerError unexpectedly.') class TestAssignSlice(BaseTest): def test_slice_non_identifier_error(self): self.ast_description = """ file: TestTemplate #def test_function #set 1[1] = 1 #end def """ ast_root, def_node = self._build_function_template() assign_node = ast.AssignNode( ast.SliceNode( ast.LiteralNode(1), ast.LiteralNode(1)), ast.LiteralNode(1)) def_node.append(assign_node) semantic_analyzer = self._get_analyzer(ast_root) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_slice_identifier_ok(self): self.ast_description = """ file: TestTemplate #def test_function #set $foo[1] = 1 #end def """ ast_root, def_node = self._build_function_template() assign_node = ast.AssignNode( ast.SliceNode( ast.IdentifierNode('foo'), ast.LiteralNode(1)), ast.LiteralNode(1)) def_node.append(assign_node) semantic_analyzer = self._get_analyzer(ast_root) try: semantic_analyzer.get_ast() except analyzer.SemanticAnalyzerError: self.fail('get_ast raised SemanticAnalyzerError unexpectedly.') class TestSanitizedFunction(BaseTest): def setUp(self): self.analyzer_options = options.default_options self.analyzer_options.update(cache_resolved_placeholders=True, enable_warnings=True, warnings_as_errors=True, baked_mode=True, generate_unicode=False) self.compiler = compiler.Compiler( analyzer_options=self.analyzer_options, xspt_mode=False, compiler_stack_traces=True) self.compiler.new_registry_format = True self.compiler.function_name_registry['reg_f'] = ('a.reg_f', ['skip_filter']) def test_template_method_direct(self): code = """ #def foo Hello #end def #def bar $foo() #end def """ template = self._compile(code) semantic_analyzer = self._get_analyzer(template) analyzed_ast = semantic_analyzer.get_ast() def pred(node): return (type(node) == ast.CallFunctionNode and type(node.expression) == ast.PlaceholderNode and node.expression.name == 'foo') foo_call = walker.find_node(analyzed_ast, pred) if not foo_call: self.fail('Expected foo() in ast') self.assertEqual(foo_call.sanitization_state, ast.SanitizedState.SANITIZED_STRING) def test_library_function_direct(self): code = """ #from module import library my_lib #def bar $my_lib.foo() #end def """ template = self._compile(code) semantic_analyzer = self._get_analyzer(template) analyzed_ast = semantic_analyzer.get_ast() def pred(node): return (type(node) == ast.CallFunctionNode and type(node.expression) == ast.IdentifierNode and node.expression.name == 'my_lib.foo') foo_call = walker.find_node(analyzed_ast, pred) if not foo_call: self.fail('Expected my_lib.foo() in ast') self.assertEqual(foo_call.sanitization_state, ast.SanitizedState.SANITIZED_STRING) def test_library_function_registry_yes(self): code = """ #def bar $reg_f() #end def """ template = self._compile(code) semantic_analyzer = self._get_analyzer(template) analyzed_ast = semantic_analyzer.get_ast() def pred(node): return (type(node) == ast.CallFunctionNode and type(node.expression) == ast.PlaceholderNode and node.expression.name == 'reg_f') foo_call = walker.find_node(analyzed_ast, pred) if not foo_call: self.fail('Expected reg_f() in ast') self.assertEqual(foo_call.sanitization_state, ast.SanitizedState.SANITIZED) def test_external_function_maybe(self): code = """ #from module import my_lib #def bar $my_lib.foo() #end def """ template = self._compile(code) semantic_analyzer = self._get_analyzer(template) analyzed_ast = semantic_analyzer.get_ast() def pred(node): return (type(node) == ast.CallFunctionNode and type(node.expression) == ast.GetUDNNode and type(node.expression.expression) == ast.PlaceholderNode and node.expression.expression.name == 'my_lib' and node.expression.name == 'foo') foo_call = walker.find_node(analyzed_ast, pred) if not foo_call: self.fail('Expected my_libfoo() in ast') self.assertEqual(foo_call.sanitization_state, ast.SanitizedState.UNKNOWN) class TestNoRaw(BaseTest): def setUp(self): self.analyzer_options = options.default_options self.analyzer_options.update(enable_warnings=True, warnings_as_errors=True, no_raw=True) self.compiler = compiler.Compiler( analyzer_options=self.analyzer_options, xspt_mode=False, compiler_stack_traces=True) def test_error_with_raw(self): code = """ #def foo #set $a = "a" ${a|raw} #end def """ template = self._compile(code) semantic_analyzer = self._get_analyzer(template) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) def test_allow_raw_no_error(self): code = """ #allow_raw #def foo #set $a = "a" ${a|raw} #end def """ template = self._compile(code) semantic_analyzer = self._get_analyzer(template) try: semantic_analyzer.get_ast() except analyzer.SemanticAnalyzerError: self.fail('get_ast raised an error unexpectedly.') def test_allow_raw_macro_no_error(self): code = """ #allow_raw #global $a #def foo #i18n()# ${a|raw} #end i18n# #end def """ template = self._compile(code) semantic_analyzer = self._get_analyzer(template) try: semantic_analyzer.get_ast() except analyzer.SemanticAnalyzerError: self.fail('get_ast raised an error unexpectedly.') def test_allow_raw_no_raw_error(self): code = """ #allow_raw #def foo #end def """ template = self._compile(code) semantic_analyzer = self._get_analyzer(template) self.assertRaises(analyzer.SemanticAnalyzerError, semantic_analyzer.get_ast) if __name__ == '__main__': unittest.main()

30.665041

79

0.600827

2,002

18,859

5.362637

0.094406

0.077496

0.046013

0.053279

0.799739

0.78791

0.768722

0.760525

0.756893

0.723268

0

0.001394

0.315287

18,859

614

80

30.714984

0.830016

0.033035

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0.735358

0

0.196829

0.005822

0

0.036876

1

0.08243

false

0

0.021692

0.008677

0.140998

0

null

0

1

0

1

0

null

0

6

ea40dcb2d20078c1240087e8476e9e3e1964d53c

2,587

py

Python

kmmoderation/role.py

KINGMAN1996/moderation-by-kmcode

b70611b4a4e534cdd44d014be5152ddf272f73d6

[ "MIT" ]

1

2021-04-05T14:55:51.000Z

kmmoderation/role.py

KINGMAN1996/moderation-by-kmcode

b70611b4a4e534cdd44d014be5152ddf272f73d6

[ "MIT" ]

null

kmmoderation/role.py

KINGMAN1996/moderation-by-kmcode

b70611b4a4e534cdd44d014be5152ddf272f73d6

[ "MIT" ]

4

2021-04-01T15:53:55.000Z

2021-04-15T22:01:09.000Z

from main import * import discord from discord.ext import commands from discord import File from discord import Embed from dotenv import load_dotenv class addrole(commands.Cog): def __init__(self, bot): self.bot = bot @commands.command() @commands.has_any_role(admine_role) async def addrole(self, ctx, user: discord.Member, role: discord.Role): if black_list_role in [role.id for role in ctx.author.roles]: await ctx.send("لايمكن اضافة رول") else: embed=discord.Embed(title="Roles Log", url="https://github.com/KINGMAN1996", description="تم اعطاء رول", color=0x0467da) embed.set_author(name="</>KMCodes", url="https://github.com/KINGMAN1996") embed.add_field(name="اسم الاداري", value=f"{ctx.author.mention}", inline=True) embed.add_field(name="اي دي الاداري", value=f"{ctx.author.id}", inline=True) embed.add_field(name="اسم العضو", value=f"{user.mention}", inline=True) embed.add_field(name="اي دي العضو", value=f"{user.id}", inline=True) embed.add_field(name="الرول", value=f"{role.mention}", inline=True) embed.set_footer(text="Power By </>KMCodes & MeCodes") rolelog = self.bot.get_channel(rolelogchannel) await user.add_roles(role) await ctx.send(f"تم اضافة رول {role.mention} بواسطة {ctx.author.mention}") await rolelog.send(embed=embed) @commands.command() @commands.has_any_role(admine_role) async def removerole(self, ctx, user: discord.Member, role: discord.Role): if black_list_role in [role.id for role in ctx.author.roles] or ctx.author.top_role <= user.top_role: await ctx.send("لايمكن اضافة رول") else: embed=discord.Embed(title="Roles Log", url="https://github.com/KINGMAN1996", description="تم ازالة رول", color=0x0467da) embed.set_author(name="</>KMCodes", url="https://github.com/KINGMAN1996") embed.add_field(name="اسم الاداري", value=f"{ctx.author.mention}", inline=True) embed.add_field(name="اي دي الاداري", value=f"{ctx.author.id}", inline=True) embed.add_field(name="اسم العضو", value=f"{user.mention}", inline=True) embed.add_field(name="اي دي العضو", value=f"{user.id}", inline=True) embed.add_field(name="الرول", value=f"{role.mention}", inline=True) embed.set_footer(text="</>KMCodes KINGMAN") rolelog = self.bot.get_channel(rolelogchannel) #role.mention await user.remove_roles(role) await ctx.send(f"تم ازالة رول {role.mention} بواسطة {ctx.author.mention}") await rolelog.send(embed=embed) def setup(bot): bot.add_cog(addrole(bot))

43.116667

126

0.695014

382

2,587

4.612565

0.222513

0.045403

0.07378

0.096481

0.807037

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0

0.011894

0.155006

2,587

60

127

43.116667

0.794145

0.004639

0

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0

null

0

1

0

null

0

6

ea66d770fe0402a79e1d243e55ddc913d7febae1

147,841

py

Python

XML2MapReduce/code_gen.py

YSmart/YSmart

fdf442ed19559105cc6c8fdabca665603ec1aef6

[ "Apache-2.0" ]

10

2015-06-28T02:09:17.000Z

2021-04-18T01:20:38.000Z

XML2MapReduce/code_gen.py

YSmart/YSmart

fdf442ed19559105cc6c8fdabca665603ec1aef6

[ "Apache-2.0" ]

null

XML2MapReduce/code_gen.py

YSmart/YSmart

fdf442ed19559105cc6c8fdabca665603ec1aef6

[ "Apache-2.0" ]

8

2015-09-17T13:01:13.000Z

2020-03-31T15:35:03.000Z

#! /usr/bin/python """ Copyright (c) 2012 The Ohio State University. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ import sys import commands import os.path import copy import ystree import correlation import config ##input exp should be YFuncExp math_func_dict = {"PLUS":" + ","MINUS":" - ","DIVIDE":" / ","MULTIPLY":" * "} agg_func_list = ["SUM","AVG","COUNT","MAX","MIN","COUNT_DISTINCT"] bool_func_dict = {"AND":" && ","OR":" || "} rel_func_dict = {"EQ":" == ","GTH":" > ", "LTH":" < ","NOT_EQ":" != ","GEQ":" >= ","LEQ":" <= "} packagepath = "edu/osu/cse/ysmart/" packagename = "edu.osu.cse.ysmart" ###__select_func_convert_to_java__ is mainly used to convert the math function in the select list into jave expression ####input: @exp: the sql expression than you want to translate. If the exp is an agg operation, it will return the jave exp of its argument #### def __select_func_convert_to_java__(exp,buf_dict): return_str = "" if not isinstance(exp,ystree.YFuncExp): return if exp.func_name in math_func_dict.keys(): ##### +, -, *, / operations para1 = exp.parameter_list[0] para2 = exp.parameter_list[1] if isinstance(para1,ystree.YRawColExp): return_str += "(" return_str += __para_to_java__(para1.column_type,para1.column_name,buf_dict[para1.table_name]) elif isinstance(para1,ystree.YFuncExp): return_str += "(" return_str += __select_func_convert_to_java__(para1,buf_dict) else: #return_str += __para_to_java__(para1.cons_type,para1.cons_value,None) return_str += "(" return_str += para1.cons_value if exp.func_name == "PLUS": return_str += " + " elif exp.func_name == "MINUS": return_str += " - " elif exp.func_name == "DIVIDE": return_str += " / " elif exp.func_name == "MULTIPLY": return_str += " * " if isinstance(para2,ystree.YRawColExp): return_str += __para_to_java__(para2.column_type,para2.column_name,buf_dict[para2.table_name]) return_str += ")" elif isinstance(para2,ystree.YFuncExp): return_str += __select_func_convert_to_java__(para2,buf_dict) return_str += ")" else: #return_str += __para_to_java__(para2.cons_type,para2.cons_value,None) return_str += para2.cons_value return_str += ")" elif exp.func_name in agg_func_list: if len(exp.parameter_list) != 1: print >>sys.stderr,"Internal Error:__select_func_convert_to_java__ " exit(29) para = exp.parameter_list[0] if isinstance(para,ystree.YRawColExp): return_str += __para_to_java__(para.column_type,para.column_name,buf_dict[para.table_name]) elif isinstance(para,ystree.YFuncExp): return_str += "(" return_str += __select_func_convert_to_java__(para, buf_dict) return_str += ")" else: #return_str += __para_to_java__(para.cons_type,para.cons_value,None) return_str += str(para.cons_value) else: print >>sys.stderr,"Internal Error:__select_func_convert_to_java__" exit(29) return return_str ##### the difference between __gb_exp_to_java__ and __select_func_convert_to_java__ is how they handle the agg exp def __gb_exp_to_java__(exp,gb_exp_list,buf_dict,hash_key): return_str = "" if not isinstance(exp,ystree.YFuncExp): print >>sys.stderr,"Internal Error:__gb_exp_to_java__" exit(29) if exp.func_name in agg_func_list: for x in gb_exp_list: if x.compare(exp) is True: return_str += "(" if hash_key is None: return_str += buf_dict["AGG"] +"[" + str(gb_exp_list.index(x)) + "]" else: return_str += buf_dict["AGG"] + "[" + str(gb_exp_list.index(x)) + "].get("+hash_key+")" return_str += ")" break elif exp.func_name in math_func_dict.keys(): para1 = exp.parameter_list[0] para2 = exp.parameter_list[1] if isinstance(para1,ystree.YRawColExp): return_str += "(" return_str += __para_to_java__(para1.column_type,para1.column_name,buf_dict[para1.table_name]) elif isinstance(para1,ystree.YFuncExp): return_str += "(" return_str += __gb_exp_to_java__(para1,gb_exp_list,buf_dict,hash_key) else: return_str += "(" return_str += para1.cons_value if exp.func_name == "PLUS": return_str += " + " elif exp.func_name == "MINUS": return_str += " - " elif exp.func_name == "DIVIDE": return_str += " / " elif exp.func_name == "MULTIPLY": return_str += " * " if isinstance(para2,ystree.YRawColExp): return_str += __para_to_java__(para2.column_type,para2.column_name,buf_dict[para2.table_name]) return_str += ")" elif isinstance(para2,ystree.YFuncExp): return_str += __gb_exp_to_java__(para2,gb_exp_list,buf_dict,hash_key) return_str += ")" else: return_str += para2.cons_value return_str += ")" else: print >>sys.stderr,"Internal Error:__gb_exp_to_java__" exit(29) return return_str def __para_to_java__(para_type,value,buf_name): return_str = "" if buf_name is not None: if para_type == "INTEGER": return_str = "Integer.parseInt(" + buf_name + "[" + str(value) + "])" elif para_type == "DECIMAL": return_str = "Double.parseDouble(" + buf_name + "[" +str(value) + "])" elif para_type == "TEXT": return_str = buf_name + "[" + str(value) + "]" elif para_type == "DATE": return_str = buf_name + "[" + str(value) + "]" else: print >>sys.stderr,"Internal Error:__para_to_java__" exit(29) else: if para_type == "INTEGER": return_str = str(value) elif para_type == "DECIMAL": return_str = str(value) elif para_type == "TEXT": return_str = str(value) elif para_type == "DATE": return_str = str(value) else: print >>sys.stderr,"Internal Error:__para_to_java__" exit(29) return return_str def __operator_to_java__(op_type,op_name,op_list): res_str = "" if op_name in rel_func_dict.keys(): if op_type == "INTEGER" or op_type == "DECIMAL": res_str = op_list[0] + rel_func_dict[op_name] + op_list[1] elif op_type == "TEXT": res_str = op_list[0] + ".compareTo(" + op_list[1] + ")" + rel_func_dict[op_name] +"0" elif op_type =="DATE": res_str = op_list[0] + ".compareTo(" + op_list[1] + ")" + rel_func_dict[op_name] +"0" elif op_name in math_func_dict.keys(): if op_type == "INTEGER" or op_type == "DECIMAL": res_str = op_list[0] + math_func_dict[op_name] + op_list[1] elif op_type == "TEXT": print >>sys.stderr,"Internal Error:__operator_to_java__" exit(29) elif op_type == "DATE": print >>sys.stderr,"Internal Error:__operator_to_java__" exit(29) elif op_name in bool_func_dict.keys(): count = 0 for tmp in op_list: count = count +1 if count != len(op_list): res_str = res_str + tmp + bool_func_dict[op_name] else: res_str = res_str + tmp else: print >>sys.stderr,"Internal Error:__operator_to_java__" exit(29) return res_str #### translate the where exp to java. def __where_convert_to_java__(exp,buf_dict): return_str = "" if isinstance(exp,ystree.YFuncExp): if exp.func_name in rel_func_dict.keys() or exp.func_name in math_func_dict.keys(): tmp_list = [] op_type = None for tmp_exp in exp.parameter_list: if isinstance(tmp_exp,ystree.YRawColExp): if tmp_exp.table_name != "AGG": tmp_str = __para_to_java__(tmp_exp.column_type,tmp_exp.column_name,buf_dict[tmp_exp.table_name]) else: tmp_str = buf_dict[tmp_exp.table_name] + "[" + str(tmp_exp.column_name) + "]" tmp_list.append(tmp_str) op_type = tmp_exp.column_type elif isinstance(tmp_exp,ystree.YFuncExp): tmp_str = __where_convert_to_java__(tmp_exp,buf_dict) tmp_list.append(tmp_str) op_type = "DECIMAL" else: tmp_str = tmp_exp.cons_value tmp_list.append(tmp_str) op_type = tmp_exp.cons_type if len(tmp_list) != 2: print >>sys.stderr,"Internal Error:__where_convert_to_java__" exit(29) return_str = __operator_to_java__(op_type,exp.func_name,tmp_list) elif exp.func_name in agg_func_list: tmp_exp = exp.parameter_list[0] if isinstance(tmp_exp,ystree.YRawColExp): return_str = buf_dict[tmp_exp.table_name] + "[" + str(tmp_exp.column_name) + "]" elif isinstance(tmp_exp,ystree.YFuncExp): return_str = __where_convert_to_java__(tmp_exp,buf_dict) elif exp.func_name in bool_func_dict.keys(): tmp_list = [] op_type = "BOOLEAN" for tmp_exp in exp.parameter_list: tmp_str = __where_convert_to_java__(tmp_exp,buf_dict) tmp_list.append(tmp_str) return_str = __operator_to_java__(op_type,exp.func_name,tmp_list) else: return_str += "(" if exp.func_name == "IS": para1 = exp.parameter_list[0] para2 = exp.parameter_list[1] if isinstance(para1,ystree.YRawColExp): return_str += buf_dict[para1.table_name] + "[" + str(para1.column_name) + "]" else: print >>sys.stderr,"Internal Error:__where_convert_to_java__" exit(29) return_str += ".compareTo(\"" if isinstance(para2,ystree.YConsExp): return_str += str(para2.cons_value) return_str += "\") == 0" else: print >>sys.stderr,"Internal Error:__where_convert_to_java__" exit(29) return_str += ")" elif isinstance(exp, ystree.YConsExp): if exp.cons_type == "BOOLEAN": if exp.cons_value == "FALSE": return "false" else: return "true" return return_str sql_type_to_java = {"INTEGER":"IntWritable","DECIMAL":"DoubleWritable","TEXT":"Text","DATE":"Text"} java_type_to_hash = {"IntWritable":"Integer","DoubleWritable":"Double","Text":"String","Date":"String"} def __get_key_value_type__(exp_list): res = "" if len(exp_list) !=1: res = sql_type_to_java["TEXT"] else: exp = exp_list[0] if isinstance(exp,ystree.YRawColExp): res = sql_type_to_java[exp.column_type] elif isinstance(exp,ystree.YFuncExp): res = sql_type_to_java[exp.get_value_type()] else: res = sql_type_to_java[exp.cons_type] return res def __gen_des__(fo): print >>fo,"/*\n\ The following code is automatically generated by YSmart 12.01.\n\ Author: Rubao Lee, Yuan Yuan \n\ Email: [email protected]\n\ */\n" def __gen_header__(fo): print >>fo, "package " + packagename + ";" print >>fo,"import java.io.IOException;" print >>fo,"import java.util.*;" print >>fo,"import java.text.*;" print >>fo,"import org.apache.hadoop.fs.Path;" print >>fo,"import org.apache.hadoop.conf.*;" print >>fo,"import org.apache.hadoop.io.*;" print >>fo,"import org.apache.hadoop.util.Tool;" print >>fo,"import org.apache.hadoop.util.ToolRunner;" print >>fo, "import org.apache.hadoop.mapreduce.Job;" print >>fo, "import org.apache.hadoop.mapreduce.Mapper;" print >>fo, "import org.apache.hadoop.mapreduce.Reducer;" print >>fo, "import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;" print >>fo, "import org.apache.hadoop.mapreduce.lib.input.FileSplit;" print >>fo, "import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;" print >>fo, "import org.apache.hadoop.mapreduce.lib.output.MultipleOutputs;" print >>fo, "import org.apache.hadoop.mapreduce.lib.partition.*;" print >>fo,"\n" def __gen_mr_key__(exp_list,type,buf_dict): res = "" if len(exp_list) == 0: res = "\" \"" return res for exp in exp_list: if isinstance(exp,ystree.YRawColExp): res += __para_to_java__(exp.column_type,exp.column_name,buf_dict[exp.table_name]) if type == "Text": res += "+ \"|\" +" else: res += "+" elif isinstance(exp,ystree.YFuncExp): res += __select_func_convert_to_java__(exp,buf_dict) if type == "Text": res += "+ \"|\" +" else: res += "+" else: res += __para_to_java__(exp.cons_type,exp.cons_value,None) if type == "Text": res += "+ \"|\" +" else: res += "+" res = res[:-1] return res def __gen_mr_value__(exp_list,type,buf_dict): res = "" if len(exp_list) == 0: res = "\" \"" return res for exp in exp_list: if isinstance(exp,ystree.YRawColExp): res += __para_to_java__(exp.column_type,exp.column_name,buf_dict[exp.table_name]) if type == "Text": res += "+ \"|\" +" else: res += "+" elif isinstance(exp,ystree.YFuncExp): res += __select_func_convert_to_java__(exp,buf_dict) if type == "Text": res += "+ \"|\" +" else: res += "+" else: res += __para_to_java__(exp.cons_type,exp.cons_value,None) if type == "Text": res += "+ \"|\" +" else: res += "+" res = res[:-1] return res def __get_max_index__(exp_list): ret = -1 for exp in exp_list: if isinstance(exp,ystree.YRawColExp): if ret < int(exp.column_name): ret = int(exp.column_name) elif isinstance(exp,ystree.YFuncExp): col_list = [] ystree.__get_func_para__(exp,col_list) for x in col_list: if ret< int(x.column_name): ret = int(x.column_name) ret = ret +1 return ret def __get_gb_exp__(exp,tmp_list): if not isinstance(exp,ystree.YFuncExp): return if exp.func_name in agg_func_list: tmp_list.append(exp) else: for x in exp.parameter_list: __get_gb_exp__(x,tmp_list) def __get_gbexp_list__(exp_list,gb_exp_list): for exp in exp_list: if not isinstance(exp,ystree.YFuncExp): continue tmp_list = [] __get_gb_exp__(exp,tmp_list) for tmp in tmp_list: tmp_bool = False for gb_exp in gb_exp_list: if tmp.compare(gb_exp) is True: tmp_bool = True break if tmp_bool is False: gb_exp_list.append(tmp) def __tablenode_gen_mr__(tree,fo): line_buffer = "line_buf" if tree.select_list is None: print >>sys.stderr,"Internal Error:__tablenode_gen_mr__" exit(29) buf_dict = {} buf_dict[tree.table_name] = line_buffer buf_dict[tree.table_alias] = line_buffer map_key_type = "NullWritable" map_value_type = __get_key_value_type__(tree.select_list.tmp_exp_list) map_value = __gen_mr_value__(tree.select_list.tmp_exp_list,map_value_type,buf_dict) exp_list = tree.select_list.tmp_exp_list if tree.where_condition is not None: exp_list.append(tree.where_condition.where_condition_exp) max_index = __get_max_index__(exp_list) print >>fo,"\tpublic static class Map extends Mapper<Object, Text,"+map_key_type+","+map_value_type+">{\n" print >>fo,"\t\tpublic void map(Object key, Text value, Context context) throws IOException,InterruptedException{\n" print >>fo,"\t\t\tString line = value.toString();" print >>fo,"\t\t\tString[] "+ line_buffer +" = new String["+ str(max_index)+"];" print >>fo, "\t\t\tint prev=0,i=0,n=0;" print >>fo, "\t\t\tfor(i=0,n=0,prev=0;i<line.length();i++){\n" print >>fo, "\t\t\t\tif (line.charAt(i) == \'|\'){" print >>fo, "\t\t\t\t\t" + line_buffer + "[n] = line.substring(prev,i);" print >>fo, "\t\t\t\t\tn = n+1;" print >>fo, "\t\t\t\t\tprev = i+1;" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t\tif(n == "+str(max_index)+")" print >>fo, "\t\t\t\t\tbreak;" print >>fo,"\t\t\t}\n" print >>fo,"\t\t\tif(n<" + str(max_index) + ")" print >>fo,"\t\t\t\t"+line_buffer+ "[n] = line.substring(prev,i);" if tree.where_condition is None: print >>fo,"\t\t\tNullWritable key_op = NullWritable.get();" tmp_output = "\t\t\tcontext.write(" #tmp_output += "new " + map_key_type + "(" + map_key + ")" tmp_output += "key_op" tmp_output += " , " tmp_output += "new " + map_value_type + "(" + map_value + ")" tmp_output += ");" print >>fo, tmp_output else: where_str = "\t\t\tif(" where_str +=__where_convert_to_java__(tree.where_condition.where_condition_exp,buf_dict) where_str += "){\n" print >>fo,where_str print >>fo,"\t\t\t\tNullWritable key_op = NullWritable.get();" tmp_output = "\t\t\t\tcontext.write(" #tmp_output += "new " + map_key_type + "(" + map_key + ")" tmp_output += "key_op" tmp_output += " , " tmp_output += "new " + map_value_type + "(" + map_value + ")" tmp_output += ");" print >>fo, tmp_output print >>fo,"\t\t\t}" # end of if print >>fo,"\t\t}\n" print >>fo,"\t}\n" __gen_main__(tree,fo,map_key_type,map_value_type,map_key_type,map_value_type,False) def __orderby_gen_mr__(tree,fo): line_buffer = "line_buf" buf_dict = {} for x in tree.table_list: buf_dict[x] = line_buffer od_len = len(tree.order_by_clause.orderby_exp_list) if isinstance(tree.child,ystree.TableNode): map_key_type = __get_key_value_type__(tree.order_by_clause.orderby_exp_list) map_value_type = __get_key_value_type__(tree.child.select_list.tmp_exp_list) map_value = __gen_mr_value__(tree.child.select_list.tmp_exp_list,map_value_type,buf_dict) map_key = __gen_mr_key__(tree.child.select_list.tmp_exp_list[:od_len],map_key_type,buf_dict) max_index = __get_max_index__(tree.child.select_list.tmp_exp_list) else: map_key = "" for i in range(0,od_len): map_key += line_buffer + "[" + str(i) + "] +" map_key += "\"|\"+" map_key = map_key[:-1] map_key_type = "Text" map_value = "" for i in range(od_len,len(tree.child.select_list.tmp_exp_list)): map_value += line_buffer + "[" + str(i) + "] +" map_value += "\"|\"+" map_value = map_value[:-1] map_value_type = "Text" max_index = len(tree.child.select_list.tmp_exp_list) print >>fo,"\tpublic static class Map extends Mapper<Object, Text,"+map_key_type+","+map_value_type+">{\n" print >>fo,"\t\tpublic void map(Object key, Text value, Context context) throws IOException,InterruptedException{\n" print >>fo,"\t\t\tString line = value.toString();" print >>fo,"\t\t\tString[] "+ line_buffer +" = new String["+ str(max_index)+"];" print >>fo, "\t\t\tint prev=0,i=0,n=0;" print >>fo, "\t\t\tfor(i=0,n=0,prev=0;i<line.length();i++){\n" print >>fo, "\t\t\t\tif (line.charAt(i) == \'|\'){" print >>fo, "\t\t\t\t\t" + line_buffer + "[n] = line.substring(prev,i);" print >>fo, "\t\t\t\t\tn = n+1;" print >>fo, "\t\t\t\t\tprev = i+1;" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t\tif(n == "+str(max_index)+")" print >>fo, "\t\t\t\t\tbreak;" print >>fo,"\t\t\t}\n" print >>fo,"\t\t\tif(n<" + str(max_index) + ")" print >>fo,"\t\t\t\t"+line_buffer+ "[n] = line.substring(prev,i);" if not isinstance(tree.child,ystree.TableNode) or tree.child.where_condition is None: tmp_output = "\t\t\tcontext.write(" tmp_output += "new " + map_key_type + "(" + map_key +")" tmp_output += "," tmp_output += "new " + map_value_type + "(" + map_value + ")" tmp_output += ");" print >>fo, tmp_output else: where_str = "\t\t\tif(" where_str +=__where_convert_to_java__(tree.child.where_condition.where_condition_exp,buf_dict) where_str += "){\n" print >>fo,where_str tmp_output = "\t\t\t\tcontext.write( " tmp_output += "new " + map_key_type + "(" + map_key +")" tmp_output += "," tmp_output += "new " + map_value_type + "(" + map_value + ")" tmp_output += ");" print >>fo, tmp_output print >>fo,"\t\t\t}" # end of if print >>fo,"\t\t}\n" print >>fo,"\t}\n" ###### orderby reduce part reduce_key_type = "NullWritable" reduce_value_type = "Text" print >>fo,"\tpublic static class Reduce extends Reducer<"+ map_key_type+","+map_value_type+","+reduce_key_type+","+reduce_value_type+">{\n" print >>fo,"\t\tpublic void reduce("+map_key_type+" key, Iterable<"+map_value_type+"> v, Context context) throws IOException,InterruptedException{\n" print >>fo, "\t\t\tIterator values = v.iterator();" print >>fo, "\t\t\tNullWritable key_op = NullWritable.get();" print >>fo,"\t\t\twhile(values.hasNext()){\n" print >>fo, "\t\t\t\tString tmp = values.next().toString();" print >>fo, "\t\t\t\tcontext.write(key_op,new Text(tmp));" print >>fo, "\t\t\t}\n" print >>fo,"\t\t}\n" print >>fo,"\t}\n" #### orderby main key_spec = "" for i in range(0,od_len): k= i+1 key_spec += "-k" + str(k) + "," + str(k) exp = tree.order_by_clause.orderby_exp_list[i] if exp.get_value_type() in ["INTEGER","DECIMAL"]: key_spec += "n" order= tree.order_by_clause.order_indicator_list[i] if order == "DESC": key_spec += "r" key_spec += " " print >>fo,"\tpublic int run(String[] args) throws Exception{\n" job_name = fo.name.split(".java")[0] print >>fo, "\t\tConfiguration conf = new Configuration();" print >>fo, "\t\tconf.set(\"mapreduce.partition.keycomparator.options\",\"" + key_spec + "\");" print >>fo, "\t\tconf.set(\"mapreduce.map.output.key.field.separator\", \"|\");" print >>fo, "\t\tJob job = new Job(conf, \"" + job_name + "\");" print >>fo, "\t\tjob.setJarByClass(" + job_name + ".class" + ");" print >>fo, "\t\tjob.setSortComparatorClass(KeyFieldBasedComparator.class);" print >>fo, "\t\tjob.setPartitionerClass(KeyFieldBasedPartitioner.class);" print >>fo,"\t\tjob.setMapOutputKeyClass(" + map_key_type+".class);" print >>fo,"\t\tjob.setMapOutputValueClass(" + map_value_type+ ".class);" print >>fo,"\t\tjob.setOutputKeyClass("+reduce_key_type+".class);" print >>fo,"\t\tjob.setOutputValueClass("+reduce_value_type+".class);" print >>fo,"\t\tjob.setMapperClass(Map.class);" print >>fo,"\t\tjob.setReducerClass(Reduce.class);" print >>fo, "\t\tjob.setNumReduceTasks(1);" print >>fo,"\t\tFileInputFormat.addInputPath(job, new Path(args[0]));" print >>fo,"\t\tFileOutputFormat.setOutputPath(job, new Path(args[1]));" print >>fo, "\t\treturn (job.waitForCompletion(true) ? 0 : 1);" print >>fo,"\t}\n" print >>fo, "\tpublic static void main(String[] args) throws Exception {\n " print >>fo, "\t\tint res = ToolRunner.run(new Configuration(), new "+job_name + "(),args);" print >>fo,"\t\tSystem.exit(res);" print >>fo,"\t}\n" def __groupby_gen_mr__(tree,fo): ##### groupby map part line_buffer = "line_buf" if tree.select_list is None or tree.child.select_list is None: print >>sys.stderr,"Internal Error:__groupby_gen_mr__" exit(29) buf_dict = {} for x in tree.child.table_list: buf_dict[x] = line_buffer if tree.group_by_clause is None: print >>sys.stderr,"Internal Error:__groupby_gen_mr__" exit(29) else: gb_len = len(tree.group_by_clause.groupby_exp_list) exp_list = list(tree.child.select_list.tmp_exp_list) if isinstance(tree.child,ystree.TableNode): map_key_type = __get_key_value_type__(tree.group_by_clause.groupby_exp_list) map_key = __gen_mr_key__(tree.child.select_list.tmp_exp_list[:gb_len],map_key_type,buf_dict) map_value_type = __get_key_value_type__(tree.child.select_list.tmp_exp_list[gb_len:]) map_value = __gen_mr_value__(tree.child.select_list.tmp_exp_list[gb_len:],map_value_type,buf_dict) if tree.child.where_condition is not None: exp_list.append(tree.child.where_condition.where_condition_exp) max_index = __get_max_index__(exp_list) else: map_key = "" map_key_type = "Text" for i in range(0,gb_len): map_key += line_buffer + "[" + str(i) + "]" + "+ \"|\"+" map_key = map_key[:-1] map_value_type = "Text" map_value = "" for i in range(gb_len,len(tree.child.select_list.tmp_exp_list)): map_value += line_buffer + "[" + str(i) + "]" + "+ \"|\"+" map_value = map_value[:-1] max_index = len(tree.child.select_list.tmp_exp_list) gb_exp_list = [] __get_gbexp_list__(tree.select_list.tmp_exp_list,gb_exp_list) for exp in gb_exp_list: if ystree.__groupby_func_name__(exp) == "COUNT_DISTINCT": config.advanced_agg = False break if config.advanced_agg is True: for exp in gb_exp_list: if ystree.__groupby_func_name__(exp) == "AVG": map_value_type = "Text" print >>fo,"\tpublic static class Map extends Mapper<Object, Text,"+ map_key_type+","+map_value_type+">{\n" adv_gb_output = "adv_gb_output" adv_count_output = "adv_count_output" adv_dc_output = "adv_dc_output" hash_type = java_type_to_hash[map_key_type] if config.advanced_agg is True: print >>fo,"\t\tHashtable<"+hash_type+",Double>[] "+adv_gb_output+"=new Hashtable[" + str(len(gb_exp_list)) + "];" print >>fo,"\t\tHashtable<"+hash_type+",Integer> "+adv_count_output+"=new Hashtable<"+hash_type+",Integer>();" print >>fo,"\t\tpublic void setup(Context context) throws IOException, InterruptedException {\n" print >>fo,"\t\t\tfor(int i =0;i<"+str(len(gb_exp_list)) + ";i++){" print >>fo,"\t\t\t\t" + adv_gb_output + "[i] = new Hashtable<"+hash_type+",Double>();" print >>fo,"\t\t\t}" print >>fo,"\t\t}\n" print >>fo,"\t\tpublic void cleanup(Context context) throws IOException, InterruptedException {\n" print >>fo,"\t\t\tfor("+hash_type+" tmp_key:"+adv_count_output+".keySet()){" print >>fo,"\t\t\t\tDouble count = (double) "+adv_count_output+".get(tmp_key);" map_value = "" for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] func_name = ystree.__groupby_func_name__(exp) if func_name == "AVG": print >>fo,"\t\t\t\tDouble avg_"+str(i)+" = "+adv_gb_output+"["+str(i) + "].get(tmp_key);" map_value += "avg_"+str(i)+" + \"&\"+count+\"|\"+" elif func_name == "COUNT": print >>fo,"\t\t\t\t"+adv_gb_output +"["+str(i)+"].put(tmp_key.toString(),count);" if map_value_type == "Text": map_value += "count + \"&\"+\"|\"+" else: map_value += "count" else: print >>fo,"\t\t\t\tDouble tmp_"+str(i)+" = "+adv_gb_output+"["+str(i)+"].get(tmp_key);" if map_value_type == "Text": map_value += "tmp_"+str(i)+" + \"&\"+\"|\"+" else: map_value += "tmp_" + str(i) if map_key_type == "Text": if map_value_type == "Text": map_value = map_value[:-1] print >>fo,"\t\t\t\tcontext.write(new Text(tmp_key.toString()),new "+map_value_type+"("+map_value+"));" else: if map_value_type == "Text": map_value = map_value[:-1] print >>fo,"\t\t\t\tcontext.write(new "+map_key_type+"(tmp_key),new "+map_value_type+"("+map_value+"));" print >>fo,"\t\t\t}" print >>fo,"\t\t}" print >>fo,"\t\tpublic void map(Object key, Text value, Context context) throws IOException,InterruptedException{\n" print >>fo,"\t\t\tString line = value.toString();" print >>fo,"\t\t\tString[] "+ line_buffer +" = new String["+ str(max_index)+"];" print >>fo, "\t\t\tint prev=0,i=0,n=0;" print >>fo, "\t\t\tfor(i=0,n=0,prev=0;i<line.length();i++){\n" print >>fo, "\t\t\t\tif (line.charAt(i) == \'|\'){" print >>fo, "\t\t\t\t\t" + line_buffer + "[n] = line.substring(prev,i);" print >>fo, "\t\t\t\t\tn = n+1;" print >>fo, "\t\t\t\t\tprev = i+1;" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t\tif(n == "+str(max_index)+")" print >>fo, "\t\t\t\t\tbreak;" print >>fo,"\t\t\t}\n" print >>fo,"\t\t\tif(n<" + str(max_index) + ")" print >>fo,"\t\t\t\t"+line_buffer+ "[n] = line.substring(prev,i);" if config.advanced_agg is True: ### map part agg hash_key = "" buf_dict = {} for x in tree.child.table_list: buf_dict[x] = line_buffer if isinstance(tree.child,ystree.TableNode): hash_key = __gen_mr_key__(tree.child.select_list.tmp_exp_list[:gb_len],map_key_type,buf_dict) else: for i in range(0,gb_len): hash_key += line_buffer + "[" + str(i) + "]+" hash_key += "\"|\"+" hash_key = hash_key[:-1] print >>fo,"\t\t\t"+hash_type+" hash_key = "+hash_key + ";" if isinstance(tree.child,ystree.TableNode) and tree.child.where_condition is not None: where_str = "\t\t\tif(" where_str +=__where_convert_to_java__(tree.child.where_condition.where_condition_exp,buf_dict) where_str += "){\n" print >>fo,where_str buf_dict = {} for tn in tree.table_list: buf_dict[tn] = line_buffer print >>fo,"\t\t\tif(" + adv_count_output +".containsKey(hash_key)){" print >>fo,"\t\t\t\tInteger count = "+adv_count_output+".get(hash_key)+1;" print >>fo,"\t\t\t\t"+adv_count_output+".put(hash_key,count);" print >>fo,"\t\t\t}else{" print >>fo,"\t\t\t\t"+adv_count_output+".put(hash_key,1);" print >>fo,"\t\t\t}" for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] func_name = ystree.__groupby_func_name__(exp) tmp = "" if isinstance(tree.child,ystree.TableNode): tmp_exp = copy.deepcopy(exp) col_list = [] ystree.__get_func_para__(tmp_exp,col_list) for x in col_list: x.column_name = tree.child.select_list.tmp_exp_list[x.column_name].column_name tmp = __select_func_convert_to_java__(tmp_exp,buf_dict) else: tmp = __select_func_convert_to_java__(exp,buf_dict) if func_name == "MAX": print >>fo,"\t\t\tif(" + adv_gb_output + "["+str(i)+"].containsKey(hash_key)){" print >>fo,"\t\t\t\tDouble max_tmp = (double)" + tmp + ";" print >>fo,"\t\t\t\tif(max_tmp > "+adv_gb_output+"["+str(i)+"].get(hash_key))" print >>fo,"\t\t\t\t\t"+adv_gb_output+"["+str(i)+"].put(hash_key,max_tmp);" print >>fo,"\t\t\t}else{" print >>fo,"\t\t\t\t" + adv_gb_output+"["+str(i)+"].put(hash_key,(double)" + tmp + ");" print >>fo,"\t\t\t}" elif func_name == "MIN": print >>fo,"\t\t\tif(" + adv_gb_output + "["+str(i)+"].containsKey(hash_key)){" print >>fo,"\t\t\t\tDouble min_tmp = (double)"+tmp +";" print >>fo,"\t\t\t\tif(min_tmp < "+adv_gb_output+"["+str(i)+"].get(hash_key))" print >>fo,"\t\t\t\t\t"+adv_gb_output+"["+str(i)+"].put(hash_key,min_tmp);" print >>fo,"\t\t\t}else{" print >>fo,"\t\t\t\t" + adv_gb_output+"["+str(i)+"].put(hash_key,(double)"+tmp + ");" print >>fo,"\t\t\t}" elif func_name == "SUM" or func_name == "AVG": print >>fo,"\t\t\tif(" + adv_gb_output + "["+str(i)+"].containsKey(hash_key)){" print >>fo,"\t\t\t\tDouble sum_tmp = (double)"+tmp+";" print >>fo,"\t\t\t\tsum_tmp += " +adv_gb_output+"[" +str(i)+"].get(hash_key);" print >>fo,"\t\t\t\t"+adv_gb_output+"["+str(i)+"].put(hash_key, sum_tmp);" print >>fo,"\t\t\t}else{" print >>fo,"\t\t\t\t" + adv_gb_output+"["+str(i)+"].put(hash_key,(double)"+tmp+");" print >>fo,"\t\t\t}" if isinstance(tree.child,ystree.TableNode) and tree.child.where_condition is not None: print >>fo,"\t\t\t}\n"### end where condition else: #### no map part agg if not isinstance(tree.child,ystree.TableNode) or tree.child.where_condition is None: tmp_output = "\t\t\tcontext.write(" tmp_output += "new " + map_key_type + "(" + map_key +")" tmp_output += "," tmp_output += "new " + map_value_type + "(" + map_value + ")" tmp_output += ");" print >>fo, tmp_output else: where_str = "\t\t\tif(" where_str +=__where_convert_to_java__(tree.child.where_condition.where_condition_exp,buf_dict) where_str += "){\n" print >>fo,where_str tmp_output = "\t\t\t\tcontext.write( " tmp_output += "new " + map_key_type + "(" + map_key +")" tmp_output += "," tmp_output += "new " + map_value_type + "(" + map_value + ")" tmp_output += ");" print >>fo, tmp_output print >>fo,"\t\t\t}" # end of if print >>fo,"\t\t}\n" print >>fo,"\t}\n" ###### groupby reduce part line_counter = "al_line" agg_buffer = "result" d_count_buffer = "d_count_buf" buf_dict = {} for x in tree.table_list: buf_dict[x] = line_buffer reduce_key_type = "NullWritable" reduce_value_type = "Text" print >>fo,"\tpublic static class Reduce extends Reducer<"+ map_key_type+","+map_value_type+","+reduce_key_type+","+reduce_value_type+">{\n" print >>fo,"\t\tpublic void reduce("+map_key_type+" key, Iterable<"+map_value_type+"> v, Context context) throws IOException,InterruptedException{\n" print >>fo, "\t\t\tIterator values = v.iterator();" print >>fo, "\t\t\tDouble[] "+agg_buffer+" = new Double[" + str(len(gb_exp_list)) + "];" print >>fo, "\t\t\tArrayList[] "+d_count_buffer+" = new ArrayList[" + str(len(gb_exp_list)) + "];" print >>fo, "\t\t\tString tmp = \"\";" print >>fo, "\t\t\tfor(int i=0;i<"+str(len(gb_exp_list))+";i++){\n" print >>fo, "\t\t\t\t"+agg_buffer+"[i] = 0.0;" print >>fo, "\t\t\t\t" + d_count_buffer + "[i] = new ArrayList();" print >>fo, "\t\t\t}\n" if config.advanced_agg is False: ### no map agg print >>fo, "\t\t\tint " + line_counter + " = 0;" print >>fo,"\t\t\twhile(values.hasNext()){\n" print >>fo, "\t\t\t\ttmp = values.next().toString();" if map_key_type == "Text": print >>fo, "\t\t\t\ttmp = key.toString().concat(tmp);" else: print >>fo, "\t\t\t\ttmp = key.toString().concat(\"|\" + tmp);" print >>fo, "\t\t\t\tString[] " + line_buffer + " = tmp.split(\"\\\|\");" for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] tmp_output = __select_func_convert_to_java__(exp,buf_dict) tmp_name = ystree.__groupby_func_name__(exp) if tmp_name == "SUM" or tmp_name == "AVG": print >>fo, "\t\t\t\t"+agg_buffer+"[" + str(i) + "] = "+agg_buffer+"[" +str(i) + "] + " + tmp_output + ";" elif tmp_name == "COUNT_DISTINCT": print >>fo, "\t\t\t\tif("+d_count_buffer+"[" + str(i) + "].contains(" +tmp_output+ ") == false)" print >>fo, "\t\t\t\t\t"+d_count_buffer+"[" + str(i) + "].add(" + tmp_output + ");" elif tmp_name == "MAX": print >>fo,"\t\t\t\tif("+line_counter+"==0)" print >>fo,"\t\t\t\t\t"+agg_buffer+"[" + str(i) + "] = (double)" + tmp_output + ";" print >>fo,"\t\t\t\telse{" print >>fo, "\t\t\t\t\tif("+agg_buffer+"[" + str(i) + "] < " + tmp_output + ")" print >>fo, "\t\t\t\t\t\t"+agg_buffer+"[" + str(i) + "] = (double)" + tmp_output + ";" print >>fo, "\t\t\t\t}" elif tmp_name == "MIN": print >>fo,"\t\t\t\tif("+line_counter+"==0)" print >>fo,"\t\t\t\t\t"+agg_buffer+"[" + str(i) + "] = (double)" + tmp_output + ";" print >>fo,"\t\t\t\telse{" print >>fo, "\t\t\t\t\tif("+agg_buffer+"[" + str(i) + "] > " + tmp_output + ")" print >>fo, "\t\t\t\t\t\t"+agg_buffer+"[" + str(i) + "] = (double)" + tmp_output + ";" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t\t" + line_counter + "++;" print >>fo, "\t\t\t}\n" ### end of while else: ## map part agg print >>fo, "\t\t\tint[] " + line_counter + " = new int["+str(len(gb_exp_list)) + "];" print >>fo,"\t\t\tfor(int i=0;i<"+str(len(gb_exp_list)) + ";i++){" print >>fo,"\t\t\t\t"+line_counter+"["+str(i)+"] = 0;" print >>fo,"\t\t\t}" print >>fo,"\t\t\tint tmp_count = 0;" print >>fo,"\t\t\twhile(values.hasNext()){\n" print >>fo,"\t\t\t\tString[] tmp_buf = values.next().toString().split(\"\\\|\");" print >>fo,"\t\t\t\ttmp = key.toString();" print >>fo,"\t\t\t\tString[] agg_tmp;" for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] func_name = ystree.__groupby_func_name__(exp) print >>fo,"\t\t\t\tagg_tmp = tmp_buf["+str(i)+"].split(\"&\");" if func_name == "SUM": print >>fo, "\t\t\t\t"+agg_buffer+"[" + str(i) + "] += Double.parseDouble(agg_tmp[0]);" elif func_name == "MIN": print >>fo,"\t\t\t\tif(tmp_count==0)" print >>fo,"\t\t\t\t\t"+agg_buffer+"[" + str(i) + "]= Double.parseDouble(agg_tmp[0]);" print >>fo,"\t\t\t\telse if("+agg_buffer+"["+str(i)+"]>Double.parseDouble(agg_tmp[0]))" print >>fo,"\t\t\t\t\t"+agg_buffer+"[" + str(i) + "]= Double.parseDouble(agg_tmp[0]);" elif func_name == "MAX": print >>fo,"\t\t\t\tif(tmp_count==0)" print >>fo,"\t\t\t\t\t"+agg_buffer+"[" + str(i) + "]= Double.parseDouble(agg_tmp[0]);" print >>fo,"\t\t\t\telse if("+agg_buffer+"["+str(i)+"]<Double.parseDouble(agg_tmp[0]))" print >>fo,"\t\t\t\t\t"+agg_buffer+"[" + str(i) + "]= Double.parseDouble(agg_tmp[0]);" elif func_name == "COUNT": print >>fo, "\t\t\t\t"+line_counter+"["+str(i)+"]+= Double.parseDouble(agg_tmp[0]);" elif func_name == "AVG": print >>fo, "\t\t\t\t"+agg_buffer+"["+str(i)+"] += Double.parseDouble(agg_tmp[0]);" print >>fo, "\t\t\t\t"+line_counter+"["+str(i)+"]+= Double.parseDouble(agg_tmp[1]);" print >>fo,"\t\t\t\ttmp_count++;" print >>fo,"\t\t\t}" #### end of while print >>fo, "\t\t\tString[] " + line_buffer + " = tmp.split(\"\\\|\");" if config.advanced_agg is True: for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] if not isinstance(exp,ystree.YFuncExp): print >>sys.stderr,"Internal Error:__groupby_gen_mr__" exit(29) tmp_name = ystree.__groupby_func_name__(exp) if tmp_name == "AVG": print >>fo, "\t\t\t"+agg_buffer+"[" + str(i) + "] = "+agg_buffer+"[" + str(i) + "] /"+line_counter+"["+str(i)+"];" elif tmp_name == "COUNT": print >>fo, "\t\t\t"+agg_buffer+"[" + str(i) + "] = (double)"+ line_counter + "["+str(i)+"];" else: for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] if not isinstance(exp,ystree.YFuncExp): print >>sys.stderr,"Internal Error:__groupby_gen_mr__" exit(29) tmp_name = ystree.__groupby_func_name__(exp) if tmp_name == "AVG": print >>fo, "\t\t\t"+agg_buffer+"[" + str(i) + "] = "+agg_buffer+"[" + str(i) + "] /"+line_counter+";" elif tmp_name == "COUNT": print >>fo, "\t\t\t"+agg_buffer+"[" + str(i) + "] = (double)"+ line_counter+";" elif tmp_name == "COUNT_DISTINCT": print >>fo, "\t\t\t"+agg_buffer+"[" + str(i) + "] = (double)"+d_count_buffer+"["+str(i)+"].size();" col_list = [] if tree.having_clause is not None: ystree.__get_gb_list__(tree.having_clause.where_condition_exp,col_list) having_len = len(col_list) buf_dict = {} for x in tree.table_list: buf_dict[x] = line_buffer buf_dict["AGG"] = agg_buffer reduce_value = "" for i in range(0,len(tree.select_list.tmp_exp_list)-having_len): exp = tree.select_list.tmp_exp_list[i] if isinstance(exp,ystree.YFuncExp): tmp_list = [] __get_gb_exp__(exp,tmp_list) if len(tmp_list) >0: reduce_value += __gb_exp_to_java__(exp,gb_exp_list,buf_dict,None) if reduce_value_type == "Text": reduce_value += " + \"|\"" reduce_value += "+" else: reduce_value += __select_func_convert_to_java__(exp,buf_dict) if reduce_value_type == "Text": reduce_value += " + \"|\"" reduce_value += "+" elif isinstance(exp,ystree.YRawColExp): reduce_value += __para_to_java__(exp.column_type,exp.column_name,line_buffer) if reduce_value_type == "Text": reduce_value += " + \"|\"" reduce_value += "+" else: reduce_value += __para_to_java__(exp.cons_type,exp.cons_value,None) if reduce_value_type == "Text": reduce_value += " + \"|\"" reduce_value += "+" reduce_value = reduce_value[:-1] if reduce_value == "": reduce_value = "\" \"" print >>fo, "\t\t\tNullWritable key_op = NullWritable.get();" if tree.where_condition is not None: tmp_list = [] __get_gb_exp__(tree.where_condition.where_condition_exp,tmp_list) for tmp in tmp_list: for exp in gb_exp_list: if tmp.compare(exp) is True: func_obj = tmp.func_obj exp_index = gb_exp_list.index(exp) new_exp = ystree.YRawColExp("AGG",exp_index) new_exp.column_name = int(new_exp.column_name) new_exp.column_type = tmp.get_value_type() func_obj.replace(tmp,new_exp) break buf_dict = {} buf_dict["AGG"] = agg_buffer for x in tree.table_list: buf_dict[x] = line_buffer tmp_output = "\t\t\tif("+ __where_convert_to_java__(tree.where_condition.where_condition_exp,buf_dict) + "){\n" tmp_output += "\t\t\t\tcontext.write(key_op" tmp_output += "," tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" tmp_output += "\t\t\t}\n" else: tmp_output = "\t\t\tcontext.write(key_op" tmp_output += "," tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, tmp_output print >>fo,"\t\t}\n" ### end of reduce func print >>fo,"\t}\n" __gen_main__(tree,fo,map_key_type,map_value_type,reduce_key_type,reduce_value_type,True) def __get_join_key__(exp,col_list,table): if exp is None or not isinstance(exp,ystree.YFuncExp): return if len(exp.parameter_list ) ==2: para1 = exp.parameter_list[0] para2 = exp.parameter_list[1] tmp_bool = True if not isinstance(para1,ystree.YRawColExp): tmp_bool = False if not isinstance(para2,ystree.YRawColExp): tmp_bool = False if tmp_bool == True and para1.table_name != para2.table_name: if para1.table_name == table: col_list.append(para1) else: col_list.append(para2) return for x in exp.parameter_list: if isinstance(x,ystree.YFuncExp): __get_join_key__(x,col_list,table) ### replace the exp with NULL if its table name is not the specified one. def __gen_func_exp__(exp,table_name): ret_exp = None if not isinstance(exp,ystree.YFuncExp): return None new_list = [] for x in exp.parameter_list: if isinstance(x,ystree.YRawColExp): if x.table_name != table_name: tmp_exp = ystree.YConsExp("\"NULL\"","TEXT") new_list.append(tmp_exp) else: new_list.append(x) elif isinstance(x,ystree.YFuncExp): tmp_exp = __gen_func_exp__(x,table_name) if tmp_exp is None: print >>sys.stderr,"Internal Error:__gen_func_exp__" exit(29) new_list.append(tmp_exp) else: new_list.append(x) ret_exp = ystree.YFuncExp(exp.func_name,new_list) return ret_exp ##generate a new list ,which contains the exps with the specified table name. def __gen_join_list__(cur_list,new_list,table_name): count = 0 tmp_exp = ystree.YConsExp("\"NULL\"","TEXT") for exp in cur_list: if isinstance(exp,ystree.YRawColExp): if exp.table_name != table_name: new_list.append(tmp_exp) else: new_list.append(exp) elif isinstance(exp,ystree.YFuncExp): tmp_exp = __gen_func_exp__(exp,table_name) new_list.append(tmp_exp) def __gen_join_where__(cur_exp,table_name): ret_exp = None if not isinstance(cur_exp,ystree.YFuncExp): return None if cur_exp.func_name in bool_func_dict.keys(): for x in cur_exp.parameter_list: if not isinstance(x,ystree.YFuncExp): print >>sys.stderr,"Internal Error:__gen_join_where__" exit(29) tmp_exp = __gen_join_where__(x,table_name) if ret_exp == None: ret_exp = tmp_exp else: para_list = [] para_list.append(ret_exp) para_list.append(tmp_exp) ret_exp = ystree.YFuncExp(cur_exp.func_name,para_list) return ret_exp else: ###fix me here: how to handle the first para if the func is IS if cur_exp.func_name == "IS": tmp_bool = True para1 = cur_exp.parameter_list[0] if isinstance(para1,ystree.YRawColExp): if para1.table_name != table_name: tmp_bool = False if tmp_bool == True: ret_exp = copy.deepcopy(cur_exp) else: ret_exp = ystree.YConsExp("FALSE","BOOLEAN") else: tmp_bool = True para1 = cur_exp.parameter_list[0] para2 = cur_exp.parameter_list[1] if isinstance(para1,ystree.YRawColExp): if para1.table_name != table_name: tmp_bool = False if isinstance(para2,ystree.YRawColExp): if para2.table_name != table_name: tmp_bool = False if tmp_bool == True: ret_exp = copy.deepcopy(cur_exp) else: ret_exp = ystree.YConsExp("FALSE","BOOLEAN") return ret_exp ###### whether it is a self join def __self_join__(tree): if not isinstance(tree.left_child,ystree.TableNode): return False if not isinstance(tree.right_child,ystree.TableNode): return False if len(tree.table_alias_dict.values()) !=2: return False t_name1 = tree.table_alias_dict.values()[0] t_name2 = tree.table_alias_dict.values()[1] if t_name1 != t_name2: return False else: return True def __join_gen_mr__(tree,left_name,fo): ### join map part line_buffer = "line_buf" if tree.select_list is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) self_join_bool = False self_join_bool = __self_join__(tree) ### get map output key left_key_list = [] right_key_list = [] if tree.join_explicit is True: __get_join_key__(tree.join_condition.on_condition_exp,left_key_list,"LEFT") __get_join_key__(tree.join_condition.on_condition_exp,right_key_list,"RIGHT") elif tree.join_condition is not None: __get_join_key__(tree.join_condition.where_condition_exp,left_key_list,"LEFT") __get_join_key__(tree.join_condition.where_condition_exp,right_key_list,"RIGHT") if len(left_key_list) == 0: new_exp = ystree.YConsExp(1,"INTEGER") left_key_list.append(new_exp) if len(right_key_list) == 0: new_exp = ystree.YConsExp(1,"INTEGER") right_key_list.append(new_exp) left_key_type = __get_key_value_type__(left_key_list) right_key_type = __get_key_value_type__(right_key_list) if left_key_type != right_key_type: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) map_key_type = left_key_type map_value_type = "Text" ## we need to add tag to differentiate the data from left table and right table print >>fo,"\tpublic static class Map extends Mapper<Object, Text,"+map_key_type+","+map_value_type+">{\n" print >>fo, "\t\tprivate int left = 0;" print >>fo, "\t\tpublic void setup(Context context) throws IOException, InterruptedException {\n" print >>fo, "\t\t\tint last_index = -1, start_index = -1;" print >>fo, "\t\t\tString path = ((FileSplit)context.getInputSplit()).getPath().toString();" print >>fo, "\t\t\tlast_index = path.lastIndexOf(\'/\');" print >>fo,"\t\t\tlast_index = last_index - 1;" print >>fo, "\t\t\tstart_index = path.lastIndexOf(\'/\',last_index);" print >>fo, "\t\t\tString f_name = path.substring(start_index+1,last_index+1);" print >>fo, "\t\t\tif(f_name.compareTo(\"" + left_name + "\") == 0 )" print >>fo, "\t\t\t\tleft = 1;" print >>fo,"\t\t}" print >>fo,"\t\tpublic void map(Object key, Text value,Context context) throws IOException,InterruptedException{\n" print >>fo,"\t\t\tString line = value.toString();" print >>fo, "\t\t\tint prev=0,i=0,n=0;" if self_join_bool is False: print >>fo,"\t\t\tif(this.left == 1){\n" else: if isinstance(tree.left_child,ystree.TableNode): exp_list = list(tree.left_child.select_list.tmp_exp_list) if tree.left_child.where_condition is not None: exp_list.append(tree.left_child.where_condition.where_condition_exp) tmp1 = __get_max_index__(exp_list) else: tmp1 = len(tree.left_child.select_list.tmp_exp_list) if isinstance(tree.right_child,ystree.TableNode): exp_list = list(tree.right_child.select_list.tmp_exp_list) if tree.right_child.where_condition is not None: exp_list.append(tree.right_child.where_condition.where_condition_exp) tmp2 = __get_max_index__(exp_list) else: tmp2 = len(tree.right_child.select_list.tmp_exp_list) if tmp1>tmp2: max_index = tmp1 else: max_index = tmp2 print >>fo,"\t\t\t\tString[] "+ line_buffer +" = new String["+ str(max_index)+"];" print >>fo, "\t\t\t\tfor(i=0,n=0,prev=0;i<line.length();i++){\n" print >>fo, "\t\t\t\t\tif (line.charAt(i) == \'|\'){" print >>fo, "\t\t\t\t\t\t" + line_buffer + "[n] = line.substring(prev,i);" print >>fo, "\t\t\t\t\t\tn = n+1;" print >>fo, "\t\t\t\t\t\tprev = i+1;" print >>fo, "\t\t\t\t\t}" print >>fo, "\t\t\t\t\tif(n == "+str(max_index)+")" print >>fo, "\t\t\t\t\t\tbreak;" print >>fo,"\t\t\t\t}\n" print >>fo,"\t\t\tif(n<" + str(max_index) + ")" print >>fo,"\t\t\t\t"+line_buffer+ "[n] = line.substring(prev,i);" buf_dict = {} buf_dict["LEFT"] = line_buffer left_key = __gen_mr_value__(left_key_list,left_key_type,buf_dict) buf_dict = {} for x in tree.left_child.table_list: if x not in buf_dict.keys(): buf_dict[x] = line_buffer if isinstance(tree.left_child,ystree.TableNode): if tree.left_child.table_name not in buf_dict.keys(): buf_dict[tree.left_child.table_name] = line_buffer left_value_type = map_value_type right_value_type = map_value_type ### scan the input of the left child if tree.left_child.select_list is not None: if isinstance(tree.left_child,ystree.TableNode): left_value = __gen_mr_value__(tree.left_child.select_list.tmp_exp_list,left_value_type,buf_dict) exp_list = list(tree.left_child.select_list.tmp_exp_list) if tree.left_child.where_condition is not None: exp_list.append(tree.left_child.where_condition.where_condition_exp) max_index = __get_max_index__(exp_list) else: left_value = "" for i in range(0,len(tree.left_child.select_list.tmp_exp_list)): left_value += line_buffer + "[" + str(i) + "]" left_value += "+ \"|\"+" left_value = left_value[:-1] max_index = len(tree.left_child.select_list.tmp_exp_list) if self_join_bool is False: print >>fo,"\t\t\t\tString[] "+ line_buffer +" = new String["+ str(max_index)+"];" print >>fo, "\t\t\t\tfor(i=0,n=0,prev=0;i<line.length();i++){\n" print >>fo, "\t\t\t\t\tif (line.charAt(i) == \'|\'){" print >>fo, "\t\t\t\t\t\t" + line_buffer + "[n] = line.substring(prev,i);" print >>fo, "\t\t\t\t\t\tn = n+1;" print >>fo, "\t\t\t\t\t\tprev = i+1;" print >>fo, "\t\t\t\t\t}" print >>fo, "\t\t\t\t\tif(n == "+str(max_index)+")" print >>fo, "\t\t\t\t\t\tbreak;" print >>fo,"\t\t\t\t}\n" print >>fo,"\t\t\tif(n<" + str(max_index) + ")" print >>fo,"\t\t\t\t"+line_buffer+ "[n] = line.substring(prev,i);" if not isinstance(tree.left_child,ystree.TableNode) or tree.left_child.where_condition is None: tmp_output = "\t\t\t\tcontext.write(new " + left_key_type + "(" + left_key + ")" tmp_output += ", " tmp_output += "new " + left_value_type + "(\"L\"+\"|\" +"+ left_value +")" tmp_output += ");" print >>fo,tmp_output else: where_str = "\t\t\t\tif(" where_str +=__where_convert_to_java__(tree.left_child.where_condition.where_condition_exp,buf_dict) where_str += "){\n" print >>fo,where_str tmp_output = "\t\t\t\t\tcontext.write(new " + left_key_type + "(" + left_key + ")" tmp_output += ", " tmp_output += "new " + left_value_type + "(\"L\"+\"|\"+"+ left_value +")" tmp_output += ");" print >>fo,tmp_output print >>fo,"\t\t\t\t}" # end of if if self_join_bool is False: print >>fo,"\t\t\t}else{\n" ##end of left child ### scan the input of the right child buf_dict = {} buf_dict["RIGHT"] = line_buffer right_key = __gen_mr_value__(right_key_list,right_key_type,buf_dict) buf_dict = {} for x in tree.right_child.table_list: if x not in buf_dict.keys(): buf_dict[x] = line_buffer if isinstance(tree.right_child,ystree.TableNode): if tree.right_child.table_name not in buf_dict.keys(): buf_dict[tree.right_child.table_name] = line_buffer if tree.right_child.select_list is not None: if isinstance(tree.right_child,ystree.TableNode): right_value = __gen_mr_value__(tree.right_child.select_list.tmp_exp_list,right_value_type,buf_dict) exp_list = tree.right_child.select_list.tmp_exp_list if tree.right_child.where_condition is not None: exp_list.append(tree.right_child.where_condition.where_condition_exp) max_index = __get_max_index__(exp_list) else: right_value = "" for i in range(0,len(tree.right_child.select_list.tmp_exp_list)): right_value += line_buffer + "[" + str(i) + "]" right_value += "+ \"|\"+" right_value = right_value[:-1] max_index = len(tree.right_child.select_list.tmp_exp_list) if self_join_bool is False: print >>fo,"\t\t\t\tString[] "+ line_buffer +" = new String["+ str(max_index)+"];" print >>fo, "\t\t\t\tfor(i=0,n=0,prev=0;i<line.length();i++){\n" print >>fo, "\t\t\t\t\tif (line.charAt(i) == \'|\'){" print >>fo, "\t\t\t\t\t\t" + line_buffer + "[n] = line.substring(prev,i);" print >>fo, "\t\t\t\t\t\tn = n+1;" print >>fo, "\t\t\t\t\t\tprev = i+1;" print >>fo, "\t\t\t\t\t}" print >>fo, "\t\t\t\t\tif(n == "+str(max_index)+")" print >>fo, "\t\t\t\t\t\tbreak;" print >>fo,"\t\t\t\t}\n" print >>fo,"\t\t\tif(n<" + str(max_index) + ")" print >>fo,"\t\t\t\t"+line_buffer+ "[n] = line.substring(prev,i);" if not isinstance(tree.right_child,ystree.TableNode) or tree.right_child.where_condition is None: tmp_output = "\t\t\t\tcontext.write(new " + right_key_type + "(" + right_key + ")" tmp_output += ", " tmp_output += "new " + right_value_type + "(\"R\"+\"|\" +"+ right_value +")" tmp_output += ");" print >>fo, tmp_output else: where_str = "\t\t\t\tif(" where_str +=__where_convert_to_java__(tree.right_child.where_condition.where_condition_exp,buf_dict) where_str += "){\n" print >>fo,where_str tmp_output = "\t\t\t\t\tcontext.write(new " + right_key_type + "(" + right_key + ")" tmp_output += ", " tmp_output += "new " + right_value_type + "(\"R\"+\"|\" +"+ right_value +")" tmp_output += ");" print >>fo, tmp_output print >>fo,"\t\t\t\t}" # end of if if self_join_bool is False: print >>fo,"\t\t\t}\n" print >>fo,"\t\t}\n" ### end of map func print >>fo,"\t}\n" ## end of map class ### join reduce part left_array = "al_left" right_array = "al_right" reduce_key_type = "NullWritable" reduce_value_type = "Text" print >>fo,"\tpublic static class Reduce extends Reducer<"+ map_key_type+","+map_value_type+","+reduce_key_type+","+reduce_value_type+">{\n" print >>fo, "\t\tpublic void reduce("+map_key_type+" key, Iterable<"+map_value_type+"> v, Context context) throws IOException,InterruptedException{\n" print >>fo, "\t\t\tIterator values = v.iterator();" print >>fo,"\t\t\tArrayList "+ left_array +" = new ArrayList();" print >>fo,"\t\t\tArrayList "+ right_array +" = new ArrayList();" print >>fo,"\t\t\twhile(values.hasNext()){\n" print >>fo,"\t\t\t\tString tmp = values.next().toString();" print >>fo,"\t\t\t\tif(tmp.charAt(0) == \'L\'){\n" print >>fo,"\t\t\t\t\t"+ left_array + ".add(tmp.substring(2));" print >>fo,"\t\t\t\t}else{\n" print >>fo,"\t\t\t\t\t" + right_array +".add(tmp.substring(2));" print >>fo,"\t\t\t\t}\n" print >>fo,"\t\t\t}\n" ### end of while print >>fo,"\t\t\tNullWritable key_op = NullWritable.get();" buf_dict = {} left_line_buffer = "left_buf" right_line_buffer = "right_buf" buf_dict["LEFT"] = "left_buf" buf_dict["RIGHT"] = "right_buf" if tree.join_explicit is True: join_type = tree.join_type.upper() if join_type == "LEFT": reduce_value = __gen_mr_value__(tree.select_list.tmp_exp_list,reduce_value_type,buf_dict) print >>fo,"\t\t\tfor(int i=0;i<" + left_array + ".size();i++){\n" print >>fo,"\t\t\t\tString[] " + left_line_buffer + " = ((String)" + left_array + ".get(i)).split(\"\\\|\");" print >>fo, "\t\t\t\tif(" + right_array + ".size()>0){\n" print >>fo,"\t\t\t\t\tfor(int j=0;j<" +right_array + ".size();j++){\n" print >>fo,"\t\t\t\t\t\tString[] " + right_line_buffer + " = ((String)" + right_array + ".get(j)).split(\"\\\|\");" if tree.where_condition is not None: exp = tree.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif(" + __where_convert_to_java__(exp,buf_dict) + "){\n" tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, "\t\t\t\t\t\t\t",tmp_output print >>fo,"\t\t\t\t\t\t}\n" #### end of where condtion else: if tree.select_list is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, "\t\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t\t}\n" print >>fo, "\t\t\t\t}else{\n" ##### generate new select_list and where_condition. new_list = [] __gen_join_list__(tree.select_list.tmp_exp_list,new_list,"LEFT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if tree.where_condition is not None: new_where = None new_where = __gen_join_where__(tree.where_condition.where_condition_exp,"LEFT") if new_where is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) print >>fo,"\t\t\t\t\tif(" + __where_convert_to_java__(new_where,buf_dict) + "){\n" tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo,"\t\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t\t}" else: tmp_output = "context.write(" tmp_output += "key_op" tmp_output += "," tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo,"\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t}\n" ### end of else print >>fo, "\t\t\t}\n" ## end of for elif join_type == "RIGHT": reduce_value = __gen_mr_value__(tree.select_list.tmp_exp_list,reduce_value_type,buf_dict) print >>fo,"\t\t\tfor(int i=0;i<" +right_array + ".size();i++){\n" print >>fo,"\t\t\t\tString[] " + right_line_buffer + " = ((String)" + right_array + ".get(i)).split(\"\\\|\");" print >>fo, "\t\t\t\tif(" + left_array + ".size()>0){\n" print >>fo,"\t\t\t\t\tfor(int j=0;j<" +left_array + ".size();j++){\n" print >>fo,"\t\t\t\t\t\tString[] " + left_line_buffer + " = ((String)" + left_array + ".get(j)).split(\"\\\|\");" if tree.where_condition is not None: exp = tree.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif(" + __where_convert_to_java__(exp,buf_dict) + "){\n" tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, "\t\t\t\t\t\t\t",tmp_output print >>fo,"\t\t\t\t\t\t}\n" #### end of where condtion else: if tree.select_list is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, "\t\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t\t}\n" print >>fo, "\t\t\t\t}else{\n" new_list = [] __gen_join_list__(tree.select_list.tmp_exp_list,new_list,"RIGHT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if tree.where_condition is not None: new_where = None new_where = __gen_join_where__(tree.where_condition.where_condition_exp,"RIGHT") if new_where is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) print >>fo,"\t\t\t\t\tif(" + __where_convert_to_java__(new_where,buf_dict) + "){\n" tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo,"\t\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t\t}" else: tmp_output = "context.write(" tmp_output += "key_op" tmp_output += "," tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo,"\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t}\n" ### end of else print >>fo, "\t\t\t}\n" ## end of for elif join_type == "FULL": reduce_value = __gen_mr_value__(tree.select_list.tmp_exp_list,reduce_value_type,buf_dict) print >>fo, "\t\t\tif(" + left_array + ".size()>0 && "+ right_array + ".size()>0){" print >>fo, "\t\t\t\tfor(int i=0;i<" + left_array + ".size();i++){\n" print >>fo, "\t\t\t\t\tString[] " + left_line_buffer + " = ((String)" + left_array + ".get(i)).split(\"\\\|\");" print >>fo, "\t\t\t\t\tfor(int j=0;j<" +right_array + ".size();j++){\n" print >>fo, "\t\t\t\t\t\tString[] " + right_line_buffer + " = ((String)" + right_array + ".get(j)).split(\"\\\|\");" if tree.where_condition is not None: exp = tree.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif(" + __where_convert_to_java__(exp,buf_dict) + "){\n" tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, "\t\t\t\t\t\t\t",tmp_output print >>fo,"\t\t\t\t\t\t}\n" #### end of where condtion else: if tree.select_list is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, "\t\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t\t}" # end of right_array for print >>fo, "\t\t\t\t}" # end of left_array for print >>fo, "\t\t\t}else if(" + left_array + ".size()>0){" print >>fo, "\t\t\t\tfor(int i=0;i<" + left_array + ".size();i++){\n" print >>fo, "\t\t\t\t\tString[] " + left_line_buffer + " = ((String)" + left_array + ".get(i)).split(\"\\\|\");" new_list = [] __gen_join_list__(tree.select_list.tmp_exp_list,new_list,"LEFT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if tree.where_condition is not None: new_where = None new_where = __gen_join_where__(tree.where_condition.where_condition_exp,"LEFT") if new_where is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) print >>fo,"\t\t\t\t\tif(" + __where_convert_to_java__(new_where,buf_dict) + "){\n" tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo,"\t\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t\t}" else: tmp_output = "context.write(" tmp_output += "key_op" tmp_output += "," tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo,"\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}else if(" + right_array + ".size()>0){" print >>fo, "\t\t\t\tfor(int i=0;i<" + right_array + ".size();i++){\n" print >>fo, "\t\t\t\t\tString[] " + right_line_buffer + " = ((String)" + right_array + ".get(i)).split(\"\\\|\");" new_list = [] __gen_join_list__(tree.select_list.tmp_exp_list,new_list,"RIGHT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if tree.where_condition is not None: new_where = None new_where = __gen_join_where__(tree.where_condition.where_condition_exp,"RIGHT") if new_where is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) print >>fo,"\t\t\t\t\tif(" + __where_convert_to_java__(new_where,buf_dict) + "){\n" tmp_output = "context.write(" #tmp_output += "new " + reduce_key_type + "(" + reduce_key + ")" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo,"\t\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t\t}" else: tmp_output = "context.write(" tmp_output += "key_op" tmp_output += "," tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo,"\t\t\t\t\t",tmp_output print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}" else: print >>fo,"\t\t\tfor(int i=0;i<" + left_array + ".size();i++){\n" print >>fo,"\t\t\t\tString[] " + left_line_buffer + " = ((String)" + left_array + ".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\tfor(int j=0;j<" +right_array + ".size();j++){\n" print >>fo,"\t\t\t\t\tString[] " + right_line_buffer + " = ((String)" + right_array + ".get(j)).split(\"\\\|\");" reduce_key = __gen_mr_value__(tree.select_list.tmp_exp_list[:1],reduce_key_type,buf_dict) reduce_value = __gen_mr_value__(tree.select_list.tmp_exp_list,reduce_value_type,buf_dict) if tree.where_condition is not None: exp = tree.where_condition.where_condition_exp print >>fo,"\t\t\t\t\tif(" + __where_convert_to_java__(exp,buf_dict) + "){\n" tmp_output = "context.write(" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, "\t\t\t\t\t\t",tmp_output print >>fo,"\t\t\t\t\t}" else: if tree.select_list is None: print >>sys.stderr,"Internal Error:__join_gen_mr__" exit(29) tmp_output = "context.write(" tmp_output += "key_op" tmp_output += ", " tmp_output += "new " + reduce_value_type + "(" + reduce_value + ")" tmp_output += ");" print >>fo, "\t\t\t\t\t",tmp_output print >>fo,"\t\t\t\t}\n" print >>fo,"\t\t\t}\n" print >>fo,"\t\t}\n" #### end of reduce func print >>fo,"\t}\n" ##### end of reduce class __gen_main__(tree,fo,map_key_type,map_value_type,reduce_key_type,reduce_value_type,True) def __composite_gen_mr__(tree,fo): line_buffer = "line_buf" map_key_type = "" tn_to_tag = {} i = 1 index_to_name = {} filename = fo.name.split(".java")[0] for node in tree.child_list: index = tree.child_list.index(node) tn = filename[:-1] + str(int(filename[-1]) + index +1) index_to_name[index] = tn tree.pk_dict[tn] = copy.deepcopy(tree.pk_dict[index]) del tree.pk_dict[index] for exp in tree.pk_dict[tn][0]: exp.table_name = tn exp_list = None if isinstance(node,ystree.CompositeNode): exp_list = node.jfc_node_list[-1].select_list.tmp_exp_list else: exp_list = node.select_list.tmp_exp_list tmp_exp_list = [] for tmp in exp_list: tmp_in = exp_list.index(tmp) new_exp = ystree.YRawColExp(tn,tmp_in) new_exp.table_name = tn new_exp.column_name = int(new_exp.column_name) new_exp.column_type = tmp.column_type tmp_exp_list.append(new_exp) tree.mapoutput[tn] = tmp_exp_list buf_dict = {} for x in tree.mapoutput.keys(): tn_to_tag[x] = i buf_dict[x] = line_buffer map_key_type = __get_key_value_type__(tree.pk_dict[x][0]) i = i +1 map_value_type = "Text" print >>fo,"\tpublic static class Map extends Mapper<Object, Text,"+map_key_type+","+map_value_type+">{\n" print >>fo, "\t\tprivate String filename;" print >>fo, "\t\tprivate int filetag = -1;" print >>fo, "\t\tpublic void setup(Context context) throws IOException, InterruptedException {\n" print >>fo, "\t\t\tint last_index = -1, start_index = -1;" print >>fo, "\t\t\tString path = ((FileSplit)context.getInputSplit()).getPath().toString();" print >>fo, "\t\t\tlast_index = path.lastIndexOf(\'/\');" print >>fo,"\t\t\tlast_index = last_index - 1;" print >>fo, "\t\t\tstart_index = path.lastIndexOf(\'/\',last_index);" print >>fo, "\t\t\tfilename = path.substring(start_index+1,last_index+1);" for tn in tn_to_tag.keys(): print >>fo, "\t\t\tif(filename.compareTo(\""+tn+"\")==0){" print >>fo, "\t\t\t\tfiletag = " + str(tn_to_tag[tn]) + ";" print >>fo, "\t\t\t}" print >>fo,"\t\t}\n" print >>fo,"\t\tpublic void map(Object key, Text value,Context context) throws IOException,InterruptedException{\n" print >>fo,"\t\t\tString line = value.toString();" print >>fo,"\t\t\tString[] " + line_buffer + "= line.split(\"\\\|\");" print >>fo,"\t\t\tBitSet dispatch = new BitSet(32);" for table_name in tree.mapoutput.keys(): map_key = __gen_mr_key__(tree.pk_dict[table_name][0],map_key_type,buf_dict) print >>fo,"\t\t\tif(filetag =="+str(tn_to_tag[table_name])+"){\n" map_value = __gen_mr_value__(tree.mapoutput[table_name],map_value_type,buf_dict) #### generate map where_exp mapfilter = {} for x in tree.mapfilter.keys(): where_exp = None for y in tree.mapfilter[x]: if where_exp is None: where_exp = y else: para_list = [] para_list.append(where_exp) para_list.append(y) where_exp = ystree.YFuncExp("OR",para_list) mapfilter[x] = where_exp if table_name in tree.mapfilter.keys(): print >>fo, "\t\t\t\tif(" + __where_convert_to_java__(mapfilter[table_name],buf_dict) + "){\n" #### dispatch ##### for x in tree.it_node_list: if isinstance(x,ystree.GroupByNode): if table_name in x.table_list and x.child.where_condition is not None: where_exp = x.child.where_condition.where_condition_exp print >>fo,"\t\t\t\t\tif(!("+__where_convert_to_java__(where_exp,buf_dict) + "))" print >>fo,"\t\t\t\t\t\tdispatch.set(",tree.it_node_list.index(x),");" elif isinstance(x,ystree.TwoJoinNode): self_join_bool = __self_join__(x) if isinstance(x.left_child,ystree.TableNode): if table_name == x.left_child.table_name and x.left_child.where_condition is not None: where_exp = x.left_child.where_condition.where_condition_exp print >>fo,"\t\t\t\t\tif(!("+__where_convert_to_java__(where_exp,buf_dict) + "))" if self_join_bool is False: print >>fo,"\t\t\t\t\t\tdispatch.set(",tree.it_node_list.index(x),");" else: print >>fo,"\t\t\t\t\t\tdispatch.set(",16+tree.it_node_list.index(x),");" if isinstance(x.right_child,ystree.TableNode): if table_name == x.right_child.table_name and x.right_child.where_condition is not None: where_exp = x.right_child.where_condition.where_condition_exp print >>fo,"\t\t\t\t\tif(!("+__where_convert_to_java__(where_exp,buf_dict) + "))" if self_join_bool is False: print >>fo,"\t\t\t\t\t\tdispatch.set(",tree.it_node_list.index(x),");" else: print >>fo,"\t\t\t\t\t\tdispatch.set(",17+tree.it_node_list.index(x),");" print >>fo,"\t\t\t\t\tif(dispatch.isEmpty())" output = "\t\t\t\t\t\tcontext.write(" output += "new " + map_key_type + "(" + map_key + ")" output += "," output += "new " + map_value_type + "(" + str(tn_to_tag[table_name]) + "+\"||\"+" + map_value + ")" output += ");" print >>fo, output print >>fo,"\t\t\t\t\telse" output = "\t\t\t\t\t\tcontext.write(" output += "new " + map_key_type + "(" + map_key + ")" output += "," output += "new " + map_value_type + "(" + str(tn_to_tag[table_name]) + "+\"|\"+dispatch.toString()+\"|\"+" + map_value + ")" output += ");" print >>fo,output print >>fo,"\t\t\t\t}" else: output = "\t\t\t\tcontext.write(" output += "new " + map_key_type + "(" + map_key + ")" output += "," output += "new " + map_value_type + "(" + str(tn_to_tag[table_name]) + "+\"||\"+" + map_value + ")" output += ");" print >>fo,output print >>fo, "\t\t\t}\n" print >>fo, "\t\t}\n" print >>fo,"\t}\n" reduce_key_type = "NullWritable" reduce_value_type = "Text" print >>fo,"\tpublic static class Reduce extends Reducer<"+ map_key_type+","+map_value_type+","+reduce_key_type+","+reduce_value_type+">{\n" if len(tree.jfc_node_list) == 0: print >>fo, "\t\tprivate MultipleOutputs mos;" print >>fo, "\t\tpublic void setup(Context context) throws IOException, InterruptedException{\n" print >>fo, "\t\t\tmos = new MultipleOutputs(context);" print >>fo, "\t\t}\n" print >>fo, "\t\tpublic void reduce("+map_key_type+" key, Iterable<"+map_value_type+"> v, Context context) throws IOException,InterruptedException{\n" ##########reduce part variable declaration print >>fo,"\t\t\tIterator values = v.iterator();" print >>fo,"\t\t\tArrayList[] it_output = new ArrayList[" +str(len(tree.it_node_list)) + "];" print >>fo,"\t\t\tfor(int i=0;i<"+str(len(tree.it_node_list))+";i++){" print >>fo,"\t\t\t\tit_output[i]=new ArrayList();" print >>fo,"\t\t\t}" agg_buffer = "result" d_count_buf = "d_count_buf" line_counter = "al_line" left_array = "al_left" right_array = "al_right" print >>fo,"\t\t\tString tmp = \"\";" for x in tree.it_node_list: if isinstance(x,ystree.GroupByNode): gb_exp_list = [] __get_gbexp_list__(x.select_list.tmp_exp_list,gb_exp_list) tmp_agg_buffer = agg_buffer + "_" +str(tree.it_node_list.index(x)) tmp_count_buf = d_count_buf + "_" +str(tree.it_node_list.index(x)) tmp_line_counter = line_counter + "_"+str(tree.it_node_list.index(x)) print >>fo,"\t\t\tDouble[] " + tmp_agg_buffer+"=new Double["+str(len(gb_exp_list))+"];" print >>fo,"\t\t\tArrayList[] " + tmp_count_buf+"=new ArrayList["+str(len(gb_exp_list)) + "];" print >>fo,"\t\t\tint "+tmp_line_counter + " = 0;" print >>fo,"\t\t\tfor(int i=0;i<"+str(len(gb_exp_list))+";i++){" print >>fo,"\t\t\t\t"+tmp_agg_buffer + "[i] = 0.0;" print >>fo,"\t\t\t\t"+tmp_count_buf+"[i] = new ArrayList();" print >>fo,"\t\t\t}\n" elif isinstance(x,ystree.TwoJoinNode): tmp_left_array = left_array + "_" + str(tree.it_node_list.index(x)) tmp_right_array = right_array + "_" + str(tree.it_node_list.index(x)) print >>fo,"\t\t\tArrayList " + tmp_left_array + "= new ArrayList();" print >>fo,"\t\t\tArrayList " + tmp_right_array + "= new ArrayList();" ############## go through each value print >>fo,"\t\t\twhile(values.hasNext()){" print >>fo,"\t\t\t\tString line = values.next().toString();" print >>fo,"\t\t\t\tString dispatch = line.split(\"\\\|\")[1];" print >>fo,"\t\t\t\ttmp = line.substring(2+dispatch.length()+1);" print >>fo,"\t\t\t\tString[] "+line_buffer + "= tmp.split(\"\\\|\");" for x in tree.it_node_list: if isinstance(x,ystree.GroupByNode): tmp_agg_buffer = agg_buffer + "_" + str(tree.it_node_list.index(x)) tmp_d_count_buf = d_count_buf + "_" +str(tree.it_node_list.index(x)) tmp_line_counter = line_counter + "_"+str(tree.it_node_list.index(x)) gb_exp_list = [] __get_gbexp_list__(x.select_list.tmp_exp_list,gb_exp_list) tn = x.child.table_name index = tree.it_node_list.index(x) if_stat = "\t\t\t\tif(line.charAt(0) =='" + str(tn_to_tag[tn]) + "'" if_stat += "&& (" if_stat += "dispatch.length()==0 ||" if_stat += "dispatch.indexOf('" + str(index) + "')==-1" if_stat += ")){" print >>fo, if_stat for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] if not isinstance(exp,ystree.YFuncExp): print >>sys.stderr,"Internal Error: gen_composite" exit(29) tmp_output = __select_func_convert_to_java__(exp,buf_dict) tmp_name = ystree.__groupby_func_name__(exp) if tmp_name == "SUM" or tmp_name == "AVG": print >>fo,"\t\t\t\t\t"+tmp_agg_buffer+"["+str(i)+"] +="+tmp_output+";" elif tmp_name == "COUNT_DISTINCT": print >>fo,"\t\t\t\t\tif("+tmp_d_count_buf+"["+str(i)+"].contains("+tmp_output+")==false)" print >>fo,"\t\t\t\t\t\t"+tmp_d_count_buf+"["+str(i)+"].add("+tmp_output+");" elif tmp_name == "MAX": print >>fo,"\t\t\t\t\tif("+tmp_line_counter+"==0)" print >>fo,"\t\t\t\t\t\t"+tmp_agg_buffer+"["+str(i)+"]=(double) "+tmp_output + ";" print >>fo,"\t\t\t\t\telse if("+tmp_agg_buffer+"["+str(i)+"]>"+tmp_output+")" print >>fo,"\t\t\t\t\t\t"+tmp_agg_buffer+"["+str(i)+"]= (double) "+tmp_output+";" elif tmp_name == "MIN": print >>fo,"\t\t\t\t\tif("+tmp-line_counter+"==0)" print >>fo,"\t\t\t\t\t\t"+tmp_agg_buffer+"["+str(i)+"]=(double) "+tmp_output + ";" print >>fo,"\t\t\t\t\telse if("+tmp_agg_buffer+"["+str(i)+"]<"+tmp_output+")" print >>fo,"\t\t\t\t\t\t"+tmp_agg_buffer+"["+str(i)+"]= (double) "+tmp_output,+";" print >>fo, "\t\t\t\t\t" + tmp_line_counter+ "++;" print >>fo,"\t\t\t\t}" elif isinstance(x,ystree.TwoJoinNode): self_join_bool = __self_join__(x) index = tree.it_node_list.index(x) tmp_left_array = left_array + "_" + str(tree.it_node_list.index(x)) tmp_right_array = right_array + "_" +str(tree.it_node_list.index(x)) if isinstance(x.left_child,ystree.TableNode): left_tn = x.left_child.table_name else: if x.left_composite is not None: left_tn = index_to_name[tree.child_list.index(x.left_composite)] else: if x.left_child in tree.it_node_list or x.left_child in tree.jfc_node_list: continue else: left_tn = index_to_name[tree.child_list.index(x.left_child)] if_stat = "\t\t\t\tif(line.charAt(0)=='" + str(tn_to_tag[left_tn]) + "'" if_stat += "&&(" if_stat += "dispatch.length()==0 ||" if self_join_bool is False: if_stat += "dispatch.indexOf(\"" + str(index) + "\")==-1" else: if_stat += "dispatch.indexOf(\"" + str(16+index) + "\")==-1" if_stat += "))" print >>fo,if_stat print >>fo,"\t\t\t\t\t"+tmp_left_array + ".add(tmp);" if isinstance(x.right_child,ystree.TableNode): right_tn = x.right_child.table_name else: if x.right_composite is not None: right_tn = index_to_name[tree.child_list.index(x.right_composite)] else: if x.right_child in tree.it_node_list or x.right_child in tree.jfc_node_list: continue else: right_tn = index_to_name[tree.child_list.index(x.right_child)] if_stat = "\t\t\t\tif(line.charAt(0)=='" + str(tn_to_tag[right_tn]) + "'" if_stat += "&&(" if_stat += "dispatch.length()==0 ||" if self_join_bool is False: if_stat += "dispatch.indexOf(\"" + str(index) + "\")==-1" else: if_stat += "dispatch.indexOf(\"" + str(17+index) + "\")==-1" if_stat += "))" print >>fo,if_stat print >>fo,"\t\t\t\t\t"+tmp_right_array + ".add(tmp);" print >>fo,"\t\t\t}" #######end of while(values.hasNext()) #### sum up the value print >>fo,"\t\t\tString[] "+line_buffer+" = tmp.split(\"\\\|\");" for x in tree.it_node_list: if isinstance(x,ystree.GroupByNode): tmp_agg_buffer = agg_buffer + "_"+str(tree.it_node_list.index(x)) tmp_d_count_buf = d_count_buf + "_" +str(tree.it_node_list.index(x)) tmp_line_counter = line_counter+"_"+str(tree.it_node_list.index(x)) gb_exp_list = [] __get_gbexp_list__(x.select_list.tmp_exp_list,gb_exp_list) for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] if not isinstance(exp,ystree.YFuncExp): print >>sys.stderr,"Internal Error: gen_composite" exit(29) tmp_name = ystree.__groupby_func_name__(exp) if tmp_name == "AVG": print >>fo,"\t\t\t"+tmp_agg_buffer+"["+str(i)+"]="+tmp_agg_buffer+"["+str(i)+"]/"+tmp_line_counter+";" elif tmp_name == "COUNT": print >>fo,"\t\t\t"+tmp_agg_buffer+"["+str(i)+"]=(double)" + tmp_line_counter+";" elif tmp_name == "COUNT_DISTINCT": print >>fo,"\t\t\t",tmp_agg_buffer+"["+str(i) +"]=(double)"+tmp_d_count_buf+"["+str(i) + "].size();" col_list = [] if x.having_clause is not None: ystree.__get_gb_list__(tree.having_clause.where_condition_exp,col_list) having_len = len(col_list) buf_dict = {} for tn in x.table_list: buf_dict[tn] = line_buffer buf_dict["AGG"] = tmp_agg_buffer reduce_value = "" for j in range(0,len(x.select_list.tmp_exp_list)-having_len): exp = x.select_list.tmp_exp_list[j] if isinstance(exp,ystree.YFuncExp): tmp_list = [] __get_gb_exp__(exp,tmp_list) if len(tmp_list) >0: reduce_value += __gb_exp_to_java__(exp,gb_exp_list,buf_dict,None) if reduce_value_type == "Text": reduce_value += " + \"|\"" reduce_value += "+" else: reduce_value += __select_func_convert_to_java__(exp,buf_dict) if reduce_value_type == "Text": reduce_value += " + \"|\"" reduce_value += "+" elif isinstance(exp,ystree.YRawColExp): reduce_value += __para_to_java__(exp.column_type,exp.column_name,line_buffer) if reduce_value_type == "Text": reduce_value += " + \"|\"" reduce_value += "+" else: reduce_value += __para_to_java__(exp.cons_type,exp.cons_value,None) if reduce_value_type == "Text": reduce_value += " + \"|\"" reduce_value += "+" reduce_value = reduce_value[:-1] if reduce_value == "": reduce_value = "\" \"" if x.where_condition is not None: buf_dict = {} buf_dict["AGG"] = tmp_agg_buffer for tn in x.table_list: buf_dict[tn] = line_buffer tmp_list = [] __get_gb_exp__(x.where_condition.where_condition_exp,tmp_list) for tmp in tmp_list: for exp in gb_exp_list: if tmp.compare(exp) is True: func_obj = tmp.func_obj exp_index = gb_exp_list.index(exp) new_exp = ystree.YRawColExp("AGG",exp_index) new_exp.column_name = int(new_exp.column_name) new_exp.column_type = tmp.get_value_type() func_obj.replace(tmp,new_exp) break print >>fo,"\t\t\tif("+ __where_convert_to_java__(x.where_condition.where_condition_exp,buf_dict) + ")" print >>fo,"\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add(" + reduce_value + ");" else: print >>fo,"\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add(" + reduce_value + ");" elif isinstance(x,ystree.TwoJoinNode): if x.left_child in tree.it_node_list or x.right_child in tree.it_node_list: if x.parent in tree.jfc_node_list: index = tree.jfc_node_list.index(x.parent) tree.jfc_node_list.insert(index,x) else: tree.jfc_node_list.append(x) continue elif x.left_child in tree.jfc_node_list or x.right_child in tree.jfc_node_list: if x.parent in tree.jfc_node_list: index = tree.jfc_node_list.index(x.parent) tree.jfc_node_list.insert(index,x) else: tree.jfc_node_list.append(x) continue tmp_left_array = left_array+"_"+str(tree.it_node_list.index(x)) tmp_right_array = right_array+"_"+str(tree.it_node_list.index(x)) buf_dict = {} left_line_buffer = "left_buf_"+str(tree.it_node_list.index(x)) right_line_buffer = "right_buf_"+str(tree.it_node_list.index(x)) buf_dict["LEFT"] = left_line_buffer buf_dict["RIGHT"] = right_line_buffer reduce_value_type = "Text" if x.join_explicit is True: join_type = x.join_type.upper() if join_type == "LEFT": reduce_value = __gen_mr_value__(x.select_list.tmp_exp_list,reduce_value_type,buf_dict) print >>fo,"\t\t\tfor(int i=0;i<" + tmp_left_array + ".size();i++){" print >>fo,"\t\t\t\tString[] "+left_line_buffer+"=((String)"+tmp_left_array+".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\tif("+tmp_right_array+".size()>0){" print >>fo,"\t\t\t\t\tfor(int j=0;j<"+tmp_right_array+".size();j++){" print >>fo,"\t\t\t\t\t\tString[] "+right_line_buffer+" = ((String)"+tmp_right_array+".get(j)).split(\"\\\|\");" if x.where_condition is not None: exp = x.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(exp,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t}" print >>fo,"\t\t\t\t}else{" new_list = [] __gen_join_list__(x.select_list.tmp_exp_list,new_list,"LEFT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if x.where_condition is not None: new_where = __gen_join_where__(x.where_condition.where_condition_exp,"LEFT") print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(new_where,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t}" print >>fo,"\t\t\t}" elif join_type == "RIGHT": reduce_value = __gen_mr_value__(x.select_list.tmp_exp_list,reduce_value_type,buf_dict) print >>fo,"\t\t\tfor(int i=0;i<" + tmp_right_array + ".size();i++){" print >>fo,"\t\t\t\tString[] "+right_line_buffer+"=((String)"+tmp_right_array+".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\tif("+tmp_left_array+".size()>0){" print >>fo,"\t\t\t\t\tfor(int j=0;j<"+tmp_left_array+".size();j++){" print >>fo,"\t\t\t\t\t\tString[] "+left_line_buffer+" = ((String)"+tmp_left_array+".get(j)).split(\"\\\|\");" if x.where_condition is not None: exp = x.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(exp,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t}" print >>fo,"\t\t\t\t}else{" new_list = [] __gen_join_list__(x.select_list.tmp_exp_list,new_list,"RIGHT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if x.where_condition is not None: new_where = __gen_join_where__(x.where_condition.where_condition_exp,"RIGHT") print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(new_where,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t}" print >>fo,"\t\t\t}" elif join_type == "FULL": print >>fo, "\t\t\tif(" + tmp_left_array + ".size()>0 && "+ tmp_right_array + ".size()>0{" print >>fo, "\t\t\t\tfor(int i=0;i<" + tmp_left_array + ".size();i++){" print >>fo, "\t\t\t\t\tString[] "+left_line_buffer+"=((String)"+tmp_left_array+".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\t\tfor(int j=0;j<"+tmp_right_array+".size();j++){" print >>fo,"\t\t\t\t\t\tString[] "+right_line_buffer+" = ((String)"+tmp_right_array+".get(j)).split(\"\\\|\");" if x.where_condition is not None: exp = x.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(exp,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo, "\t\t\t\t\t}" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}else if (" + tmp_left_array + ".size()>0){" print >>fo, "\t\t\t\tfor(int i=0;i<" + tmp_left_array + ".size();i++){" new_list = [] __gen_join_list__(x.select_list.tmp_exp_list,new_list,"LEFT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if x.where_condition is not None: new_where = __gen_join_where__(x.where_condition.where_condition_exp,"LEFT") print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(new_where,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}else if (" + tmp_right_array + ".size()>0){" print >>fo, "\t\t\t\tfor(int i=0;i<" + tmp_right_array + ".size();i++){" new_list = [] __gen_join_list__(x.select_list.tmp_exp_list,new_list,"RIGHT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if x.where_condition is not None: new_where = __gen_join_where__(x.where_condition.where_condition_exp,"RIGHT") print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(new_where,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}" else: print >>sys.stderr,"Internal Error: gen_composite" exit(29) else: print >>fo,"\t\t\tfor(int i=0;i<"+tmp_left_array+".size();i++){" print >>fo,"\t\t\t\tString[] "+left_line_buffer+"=((String)"+tmp_left_array+".get(i)).split(\"\\\|\");" print >>fo, "\t\t\t\tfor(int j=0;j<"+tmp_right_array+".size();j++){" print >>fo,"\t\t\t\t\tString[] "+right_line_buffer+"=((String)"+tmp_right_array+".get(j)).split(\"\\\|\");" reduce_value = __gen_mr_value__(x.select_list.tmp_exp_list,reduce_value_type,buf_dict) if x.where_condition is not None: exp = x.where_condition.where_condition_exp print >>fo,"\t\t\t\t\tif(" + __where_convert_to_java__(exp,buf_dict) + "){" print >>fo,"\t\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\tit_output["+str(tree.it_node_list.index(x)) + "].add("+reduce_value+");" print >>fo,"\t\t\t\t}" print >>fo,"\t\t\t}" ### handle jfc node if len(tree.jfc_node_list) ==0: print >>fo,"\t\t\tNullWritable key_op=NullWritable.get();" print >>fo, "\t\t\tfor(int i=0;i<"+str(len(tree.it_node_list)) + ";i++){" print >>fo, "\t\t\t\tfor(int j=0;j<it_output[i].size();j++){" print >>fo, "\t\t\t\t\tmos.write(key_op,new Text(it_output[i].get(j).toString()),Integer.toString(i)+\"/Mul\");" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}\n" print >>fo, "\t\t}" print >>fo, "\t}\n" __gen_main__(tree,fo,map_key_type,map_value_type,reduce_key_type,reduce_value_type,True) return print >>fo,"\t\t\tArrayList[] jfc_output = new ArrayList[" + str(len(tree.jfc_node_list)) + "];" print >>fo,"\t\t\tfor(int i=0;i<"+str(len(tree.jfc_node_list))+";i++){" print >>fo,"\t\t\t\tjfc_output[i]=new ArrayList();" print >>fo,"\t\t\t}" for x in tree.jfc_node_list: if isinstance(x,ystree.GroupByNode): tmp_gb_input = "" if x.child in tree.jfc_node_list: index = tree.jfc_node_list.index(x.child) tmp_gb_input = "jfc_output["+str(index) + "]" elif x.child in tree.it_node_list: index = tree.it_node_list.index(x.child) tmp_gb_input = "it_output[" + str(index) + "]" else: print >>sys.stderr,"Internal Error: gen_composite" exit(29) gb_exp_list = [] __get_gbexp_list__(x.select_list.tmp_exp_list,gb_exp_list) key_len = len(x.group_by_clause.groupby_exp_list) tmp_output_len = len(gb_exp_list) tmp_gb_output = "jfc_gb_output_" + str(tree.jfc_node_list.index(x)) tmp_dc_output = "jfc_dc_output_" + str(tree.jfc_node_list.index(x)) tmp_count_output = "jfc_count_output_" + str(tree.jfc_node_list.index(x)) print >>fo,"\t\t\tHashtable<String,Double>[] " +tmp_gb_output + "=new Hashtable["+str(tmp_output_len) + "];" print >>fo,"\t\t\tHashtable<String,ArrayList>[] " +tmp_dc_output + "=new Hashtable["+str(tmp_output_len) + "];" print >>fo,"\t\t\tHashtable<String,Integer>[] " +tmp_count_output + "=new Hashtable["+str(tmp_output_len) + "];" print >>fo,"\t\t\tfor(int i=0;i<"+str(tmp_output_len) + ";i++){" print >>fo,"\t\t\t\t"+tmp_gb_output+"[i]=new Hashtable<String,Double>();" print >>fo,"\t\t\t\t"+tmp_dc_output+"[i]=new Hashtable<String,ArrayList>();" print >>fo,"\t\t\t\t"+tmp_count_output+"[i]=new Hashtable<String,Integer>();" print >>fo,"\t\t\t}" print >>fo,"\t\t\tfor(int i=0;i<"+tmp_gb_input + ".size();i++){" print >>fo,"\t\t\t\tString[] tmp_buf = ((String)"+ tmp_gb_input + ".get(i)).split(\"\\\|\");" tmp_key = "" buf_dict={} for tn in x.table_list: buf_dict[tn] = "tmp_buf" for i in range(0,len(x.group_by_clause.groupby_exp_list)): tmp_key += "tmp_buf[" + str(i) + "]+" tmp_key += "\"|\"+" tmp_key = tmp_key[:-1] for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] func_name = ystree.__groupby_func_name__(exp) if func_name == "MAX": tmp = __select_func_convert_to_java__(exp,buf_dict) print >>fo,"\t\t\t\tif(" + tmp_gb_output + "["+str(i)+"].containsKey("+tmp_key + ")){" print >>fo,"\t\t\t\t\tDouble max_tmp = (double)" + tmp + ";" print >>fo,"\t\t\t\t\tif(max_tmp > "+tmp_gb_output+"["+str(i)+"].get("+tmp_key+"))" print >>fo,"\t\t\t\t\t\t"+tmp_gb_output+"["+str(i)+"].put("+tmp_key+",max_tmp);" print >>fo,"\t\t\t\t}else{" print >>fo,"\t\t\t\t\t" + tmp_gb_output+"["+str(i)+"].put("+tmp_key+",(double)" + tmp + ");" print >>fo,"\t\t\t\t}" elif func_name == "MIN": tmp = __select_func_convert_to_java__(exp,buf_dict) print >>fo,"\t\t\t\tif(" + tmp_gb_output + "["+str(i)+"].containsKey("+tmp_key + ")){" print >>fo,"\t\t\t\t\tDouble min_tmp = (double)"+tmp +";" print >>fo,"\t\t\t\t\tif(min_tmp < "+tmp_gb_output+"["+str(i)+"].get("+tmp_key+"))" print >>fo,"\t\t\t\t\t\t"+tmp_gb_output+"["+str(i)+"].put("+tmp_key+",min_tmp);" print >>fo,"\t\t\t\t}else{" print >>fo,"\t\t\t\t\t" + tmp_gb_output+"["+str(i)+"].put("+tmp_key+",(double)"+tmp + ");" print >>fo,"\t\t\t\t}" elif func_name == "SUM": tmp = __select_func_convert_to_java__(exp,buf_dict) print >>fo,"\t\t\t\tif(" + tmp_gb_output + "["+str(i)+"].containsKey("+tmp_key + ")){" print >>fo,"\t\t\t\t\tDouble sum_tmp = (double)"+tmp+";" print >>fo,"\t\t\t\t\t sum_tmp += " +tmp_gb_output+"[" +str(i)+"].get("+tmp_key+");" print >>fo,"\t\t\t\t\t"+tmp_gb_output+"["+str(i)+"].put("+tmp_key+", sum_tmp);" print >>fo,"\t\t\t\t}else{" print >>fo,"\t\t\t\t\t" + tmp_gb_output+"["+str(i)+"].put("+tmp_key+",(double)"+tmp+");"; print >>fo,"\t\t\t\t}" elif func_name == "AVG": tmp = __select_func_convert_to_java__(exp,buf_dict) print >>fo,"\t\t\t\tif(" + tmp_gb_output + "["+str(i)+"].containsKey("+tmp_key + ")){" print >>fo,"\t\t\t\t\tDouble sum_tmp = (double)"+tmp+";" print >>fo,"\t\t\t\t\tsum_tmp += " +tmp_gb_output+"[" +str(i)+"].get("+tmp_key+");" print >>fo,"\t\t\t\t\tInteger count = "+tmp_count_output+"["+str(i)+"].get("+tmp_key+")+1;" print >>fo,"\t\t\t\t\t"+tmp_count_output+"["+str(i)+"].put("+tmp_key+",count);" print >>fo,"\t\t\t\t\t"+tmp_gb_output+"["+str(i)+"].put("+tmp_key+", sum_tmp);" print >>fo,"\t\t\t\t}else{" print >>fo,"\t\t\t\t\t" + tmp_gb_output+"["+str(i)+"].put("+tmp_key+",(double)"+tmp+");" print >>fo,"\t\t\t\t\t"+tmp_count_output+"["+str(i)+"].put("+tmp_key+",1);" print >>fo,"\t\t\t\t}" print >>fo,"\t\t\t\t\t"+tmp_count_output+"["+tmp_key+"] += 1;" print >>fo,"\t\t\t\t\t"+tmp_count_output+"["+tmp_key+"] = 1;" elif func_name == "COUNT_DISTINCT": tmp = __select_func_convert_to_java__(exp,buf_dict) print >>fo,"\t\t\t\tif(" + tmp_dc_output +"["+str(i)+"].containsKey(" + tmp_key + ")){" print >>fo,"\t\t\t\t\tif(!"+tmp_dc_output+"["+str(i)+"].get("+tmp_key+").contains("+tmp+")){" print >>fo,"\t\t\t\t\t\tArrayList tmp_al = "+tmp_dc_output + "["+str(i)+"].get("+tmp_key+").add("+tmp+");" print >>fo,"\t\t\t\t\t\t"+tmp_dc_output+"["+str(i)+"].put("+tmp_key+",tmp_al);" print >>fo,"\t\t\t\t\t}" print >>fo,"\t\t\t\t}else{" print >>fo,"\t\t\t\t\t\t"+tmp_dc_output+"["+str(i)+"].put("+tmp_key+","+tmp + ");" print >>fo,"\t\t\t\t}" elif func_name == "COUNT": print >>fo,"\t\t\t\tif(" + tmp_count_output +"["+str(i)+ "].containsKey("+tmp_key + ")){" print >>fo,"\t\t\t\t\tInteger count = "+tmp_count_output+"["+str(i)+"].get("+tmp_key+")+1;" print >>fo,"\t\t\t\t\t"+tmp_count_output+"["+str(i)+"].put("+tmp_key+",count);" print >>fo,"\t\t\t\t}else{" print >>fo,"\t\t\t\t\t"+tmp_count_output+"["+str(i)+"].put("+tmp_key+",1);" print >>fo,"\t\t\t\t}" print >>fo,"\t\t\t}" ########## end of for for i in range(0,len(gb_exp_list)): exp = gb_exp_list[i] func_name = ystree.__groupby_func_name__(exp) if func_name == "AVG": print >>fo,"\t\t\tfor(Object tmp_key:"+tmp_gb_output+"["+str(i) + "].keySet()){" print >>fo,"\t\t\t\tDouble count = (double) "+tmp_count_output+"["+str(i)+"].get(tmp_key);" print >>fo,"\t\t\t\tDouble avg = "+tmp_gb_output+"["+str(i) + "].get(tmp_key)/count;" print >>fo,"\t\t\t\t"+tmp_gb_output+"["+str(i)+"].put(tmp_key.toString(),avg);" print >>fo,"\t\t\t}" elif func_name == "COUNT_DISTINCT": print >>fo,"\t\t\tfor(Object tmp_key:" + tmp_dc_output+"["+str(i) +"].keySet()){" print >>fo,"\t\t\t\tDouble count = (double)"+tmp_dc_output+"["+str(i)+"].get(tmp_key).size();" print >>fo,"\t\t\t\t"+tmp_gb_output +"["+str(i)+"].put(tmp_key.toString(),count);" print >>fo,"\t\t\t}" elif func_name == "COUNT": print >>fo,"\t\t\tfor(Object tmp_key:" + tmp_count_output+"["+str(i) +"].keySet()){" print >>fo,"\t\t\t\tDouble count = (double)"+tmp_count_output+"["+str(i)+"].get(tmp_key);" print >>fo,"\t\t\t\t"+tmp_gb_output +"["+str(i)+"].put(tmp_key.toString(),count);" print >>fo,"\t\t\t}" print >>fo,"\t\t\tfor(Object tmp_key:"+tmp_gb_output+"[0].keySet()){" print >>fo,"\t\t\t\tString[] tmp_buf =((String) "+tmp_gb_input + ".get(0)).split(\"\\\|\");" print >>fo,"\t\t\t\tfor(int i=0;i<"+tmp_gb_input+".size();i++){" print >>fo,"\t\t\t\t\ttmp_buf =((String) "+tmp_gb_input + ".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\t\tif(((String)tmp_key).compareTo("+tmp_key+")==0)" print >>fo,"\t\t\t\t\t\tbreak;" print >>fo,"\t\t\t\t}" buf_dict={} for tn in x.table_list: buf_dict[tn] = "tmp_buf" print >>fo,"\t\t\t\tString tmp_result = \"\";" print >>fo,"\t\t\t\tString gb_key = (String)tmp_key;" col_list = [] if x.having_clause is not None: ystree.__get_gb_list__(tree.having_clause.where_condition_exp,col_list) having_len = len(col_list) for i in range(0,len(x.select_list.tmp_exp_list)-having_len): exp = x.select_list.tmp_exp_list[i] if ystree.__groupby_func_name__(exp) not in agg_func_list: if isinstance(exp,ystree.YRawColExp): tmp_exp = "tmp_buf["+str(exp.column_name) + "]" elif isinstance(exp,ystree.YFuncExp): tmp_exp = __select_func_convert_to_java__(exp,buf_dict) tmp_exp += ".toString()" elif isinstance(exp,ystree.YConsExp): tmp_exp = "\"" tmp_exp += __para_to_java__(exp.cons_type,exp.cons_value,None) tmp_exp += "\"" print >>fo,"\t\t\t\ttmp_result = tmp_result.concat("+tmp_exp+");" print >>fo,"\t\t\t\ttmp_result = tmp_result.concat(\"|\");" else :### groupby exp buf_dict["AGG"] = tmp_gb_output tmp_result = __gb_exp_to_java__(exp,gb_exp_list,buf_dict,"gb_key") print >>fo,"\t\t\t\ttmp_result = tmp_result.concat("+tmp_result+"+\"\");" print >>fo,"\t\t\t\ttmp_result = tmp_result.concat(\"|\");" if x.where_condition is not None: tmp_list = [] __get_gb_exp__(x.where_condition.where_condition_exp,tmp_list) for tmp in tmp_list: for exp in gb_exp_list: if tmp.compare(exp) is True: func_obj = tmp.func_obj exp_index = gb_exp_list.index(exp) new_exp = ystree.YRawColExp("AGG",exp_index) new_exp.column_name = int(new_exp.column_name) new_exp.column_type = tmp.get_value_type() func_obj.replace(tmp,new_exp) break buf_dict = {} buf_dict["AGG"] = tmp_gb_output for x in tree.table_list: buf_dict[x] = "tmp_buf" print >>fo,"\t\t\t\t" + __where_convert_to_java__(x.where_condition.where_condition_exp,buf_dict)+ "){\n" print >>fo,"\t\t\t\tjfc_output[" + str(tree.jfc_node_list.index(x)) + "].add(tmp_result);" print >>fo,"\t\t\t\t}" else: print >>fo,"\t\t\t\tjfc_output[" + str(tree.jfc_node_list.index(x)) + "].add(tmp_result);" print >>fo,"\t\t\t}" elif isinstance(x,ystree.TwoJoinNode): jfc_left_buf = "jfc_left_buf" jfc_right_buf = "jfc_right_buf" tmp_left_buf = jfc_left_buf+"_"+str(tree.jfc_node_list.index(x)) tmp_right_buf = jfc_right_buf+"_"+str(tree.jfc_node_list.index(x)) buf_dict["LEFT"] = tmp_left_buf buf_dict["RIGHT"] = tmp_right_buf reduce_value_type = "Text" if x.left_child in tree.it_node_list: left_index = tree.it_node_list.index(x.left_child) left_input = "it_output[" + str(left_index) + "]" elif x.left_child in tree.jfc_node_list: left_index = tree.jfc_node_list.index(x.left_child) left_input = "jfc_output[" + str(left_index) + "]" elif isinstance(x.left_child,ystree.TableNode): left_index = tree.it_node_list.index(x) left_input = left_array + "_" + str(left_index) else: print >>sys.stderr,"Internal Error: gen_composite" exit(29) if x.right_child in tree.it_node_list: right_index = tree.it_node_list.index(x.right_child) right_input ="it_output[" + str(right_index) + "]" elif x.right_child in tree.jfc_node_list: right_index = tree.jfc_node_list.index(x.right_child) right_input ="jfc_output[" + str(right_index) + "]" elif isinstance(x.right_child,ystree.TableNode): right_index = tree.it_node_list.index(x) right_input = right_array + "_" + str(right_index) else: print >>sys.stderr,"Internal Error: gen_composite" exit(29) if x.join_explicit is True: join_type = x.join_type.upper() if join_type == "LEFT": print >>fo,"\t\t\tfor(int i=0;i<"+left_input+".size();i++){" print >>fo,"\t\t\t\tString[] "+tmp_left_buf+"=((String)"+left_input+".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\tif("+right_input+".size()>0){" print >>fo,"\t\t\t\t\tfor(int j=0;j<"+right_input+".size();j++){" print >>fo,"\t\t\t\t\t\tString[] "+tmp_right_buf+"=((String)"+right_input+".get(j)).split(\"\\\|\");" reduce_value = __gen_mr_value__(x.select_list.tmp_exp_list,reduce_value_type,buf_dict) if x.where_condition is not None: exp = x.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(exp,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t}else{" new_list = [] __gen_join_list__(x.select_list.tmp_exp_list,new_list,"LEFT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if x.where_condition is not None: exp = x.where_condition.where_condition_exp new_where = __gen_join_where__(exp,"LEFT") print >>fo,"\t\t\t\t\tif("+__where_convert_to_java__(new_where,buf_dict)+"){" print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t}" print >>fo,"\t\t\t}" elif join_type == "RIGHT": print >>fo,"\t\t\tfor(int i=0;i<"+right_input+".size();i++){" print >>fo,"\t\t\t\tString[] "+tmp_right_buf+"=((String)"+right_input+".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\tif("+left_input+".size()>0){" print >>fo,"\t\t\t\t\tfor(int j=0;j<"+left_input+".size();j++){" print >>fo,"\t\t\t\t\t\tString[] "+tmp_left_buf+"=((String)"+left_input+".get(j)).split(\"\\\|\");" reduce_value = __gen_mr_value__(x.select_list.tmp_exp_list,reduce_value_type,buf_dict) if x.where_condition is not None: exp = x.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(exp,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t}else{" new_list = [] __gen_join_list__(x.select_list.tmp_exp_list,new_list,"RIGHT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if x.where_condition is not None: exp = x.where_condition.where_condition_exp new_where = __gen_join_where__(exp,"RIGHT") print >>fo,"\t\t\t\t\tif("+__where_convert_to_java__(new_where,buf_dict)+"){" print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t}" print >>fo,"\t\t\t}" elif join_type == "FULL": print >>fo, "\t\t\tif(" + left_input+".size()>0&&"+right_input+".size()>0){" print >>fo, "\t\t\t\tfor(int i=0;i<"+left_input+".size();i++){" print >>fo, "\t\t\t\t\tString[] "+tmp_left_buf+"=((String)"+left_input+".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\t\tfor(int j=0;j<"+right_input+".size();j++){" print >>fo,"\t\t\t\t\t\tString[] "+tmp_right_buf+"=((String)"+right_input+".get(j)).split(\"\\\|\");" reduce_value = __gen_mr_value__(x.select_list.tmp_exp_list,reduce_value_type,buf_dict) if x.where_condition is not None: exp = x.where_condition.where_condition_exp print >>fo,"\t\t\t\t\t\tif("+__where_convert_to_java__(exp,buf_dict)+"){" print >>fo,"\t\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t\t\t}" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}else if (" + left_input + ".size()>0){" print >>fo, "\t\t\t\tfor(int i=0;i<"+left_input+".size();i++){" print >>fo, "\t\t\t\t\tString[] "+tmp_left_buf+"=((String)"+left_input+".get(i)).split(\"\\\|\");" new_list = [] __gen_join_list__(x.select_list.tmp_exp_list,new_list,"LEFT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if x.where_condition is not None: exp = x.where_condition.where_condition_exp new_where = __gen_join_where__(exp,"LEFT") print >>fo,"\t\t\t\t\tif("+__where_convert_to_java__(new_where,buf_dict)+"){" print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}else if (" + right_input + ".size()>0){" print >>fo, "\t\t\t\tfor(int i=0;i<"+right_input+".size();i++){" print >>fo, "\t\t\t\t\tString[] "+tmp_right_buf+"=((String)"+right_input+".get(i)).split(\"\\\|\");" new_list = [] __gen_join_list__(x.select_list.tmp_exp_list,new_list,"RIGHT") reduce_value = __gen_mr_value__(new_list,reduce_value_type,buf_dict) if x.where_condition is not None: exp = x.where_condition.where_condition_exp new_where = __gen_join_where__(exp,"RIGHT") print >>fo,"\t\t\t\t\tif("+__where_convert_to_java__(new_where,buf_dict)+"){" print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\t\tjfc_output["+str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo, "\t\t\t\t}" print >>fo, "\t\t\t}" else: print >>sys.stderr,"Internal Error: gen_composite" exit(29) else: reduce_value = __gen_mr_value__(x.select_list.tmp_exp_list,reduce_value_type,buf_dict) print >>fo,"\t\t\tfor(int i=0;i<"+left_input+".size();i++){" print >>fo,"\t\t\t\tString[] "+tmp_left_buf+" = ((String)"+left_input+".get(i)).split(\"\\\|\");" print >>fo,"\t\t\t\tfor(int j=0;j<"+right_input+".size();j++){" print >>fo,"\t\t\t\t\tString[] "+tmp_right_buf+" = ((String)"+right_input+".get(j)).split(\"\\\|\");" if x.where_condition is not None: exp = x.where_condition.where_condition_exp print >>fo,"\t\t\t\t\tif(" +__where_convert_to_java__(exp,buf_dict) + "){" print >>fo,"\t\t\t\t\t\tjfc_output[" +str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t\t}" else: print >>fo,"\t\t\t\t\tjfc_output[" +str(tree.jfc_node_list.index(x))+"].add("+reduce_value+");" print >>fo,"\t\t\t\t}" print >>fo,"\t\t\t}" ### generate final output print >>fo,"\t\t\tNullWritable key_op=NullWritable.get();" for x in tree.jfc_node_list: #####fix me here: right now only one output is supported here if x.parent not in tree.jfc_node_list: print >>fo,"\t\t\tfor(int i=0;i<jfc_output["+str(tree.jfc_node_list.index(x))+"].size();i++){" print >>fo,"\t\t\t\tString jfc_result = (String)jfc_output["+str(tree.jfc_node_list.index(x))+"].get(i);" print >>fo,"\t\t\t\tcontext.write(key_op, new Text(jfc_result));" print >>fo,"\t\t\t}" print >>fo, "\t\t}\n" print >>fo, "\t}\n" __gen_main__(tree,fo,map_key_type,map_value_type,reduce_key_type,reduce_value_type,True) def __gen_main__(tree,fo,map_key_type,map_value_type,reduce_key_type,reduce_value_type,reduce_bool): print >>fo,"\tpublic int run(String[] args) throws Exception{\n" jobname = fo.name.split(".java")[0] print >>fo, "\t\tConfiguration conf = new Configuration();" print >>fo, "\t\tJob job = new Job(conf,\"" + jobname + "\");" print >>fo, "\t\tjob.setJarByClass("+jobname + ".class);" print >>fo,"\t\tjob.setMapOutputKeyClass(" + map_key_type+".class);" print >>fo,"\t\tjob.setMapOutputValueClass(" + map_value_type+ ".class);" print >>fo,"\t\tjob.setOutputKeyClass("+reduce_key_type+".class);" print >>fo,"\t\tjob.setOutputValueClass("+reduce_value_type+".class);" print >>fo,"\t\tjob.setMapperClass(Map.class);" if reduce_bool is True: print >>fo,"\t\tjob.setReducerClass(Reduce.class);" if isinstance(tree,ystree.TwoJoinNode): print >>fo, "\t\tFileInputFormat.addInputPath(job,new Path(args[0]));" print >>fo, "\t\tFileInputFormat.addInputPath(job,new Path(args[1]));" print >>fo,"\t\tFileOutputFormat.setOutputPath(job, new Path(args[2]));" elif isinstance(tree,ystree.CompositeNode): in_len = len(tree.mapoutput.keys()) for i in range(0,in_len): print >>fo,"\t\tFileInputFormat.addInputPath(job,new Path(args["+str(i)+"]));" print >>fo,"\t\tFileOutputFormat.setOutputPath(job, new Path(args[" + str(in_len) + "]));"; else: print >>fo,"\t\tFileInputFormat.addInputPath(job, new Path(args[0]));" print >>fo,"\t\tFileOutputFormat.setOutputPath(job, new Path(args[1]));" print >>fo,"\t\treturn (job.waitForCompletion(true) ? 0 : 1);" print >>fo,"\t}\n" print >>fo, "\tpublic static void main(String[] args) throws Exception {\n" print >>fo, "\t\t\tint res = ToolRunner.run(new Configuration(), new " + jobname + "(), args);" print >>fo, "\t\t\tSystem.exit(res);" print >>fo, "\t}\n" def __tablenode_code_gen__(tree,fo): __gen_des__(fo) __gen_header__(fo) print >>fo,"public class "+fo.name.split(".java")[0]+" extends Configured implements Tool{\n" __tablenode_gen_mr__(tree,fo) print >>fo,"}\n" def __orderby_code_gen__(tree,fo): __gen_des__(fo) __gen_header__(fo) print >>fo,"public class " +fo.name.split(".java")[0] + " extends Configured implements Tool{\n" __orderby_gen_mr__(tree,fo) print >>fo,"}\n" def __groupby_code_gen__(tree,fo): __gen_des__(fo) __gen_header__(fo) print >>fo,"public class "+fo.name.split(".java")[0]+" extends Configured implements Tool{\n" __groupby_gen_mr__(tree,fo) print >>fo, "}\n" def __join_code_gen__(tree,left_name,fo): __gen_des__(fo) __gen_header__(fo) print >>fo,"public class "+fo.name.split(".java")[0]+" extends Configured implements Tool{\n" __join_gen_mr__(tree,left_name,fo) print >>fo, "}\n" def __composite_code_gen__(tree,fo): __gen_des__(fo) __gen_header__(fo) print >>fo,"public class "+fo.name.split(".java")[0]+" extends Configured implements Tool{\n" __composite_gen_mr__(tree,fo) print >>fo, "}\n" def generate_code(tree,filename): op_name = filename + ".java" ret_name = filename if isinstance(tree,ystree.TableNode): tree.output = filename fo = open(op_name,"w") __tablenode_code_gen__(tree,fo) return ret_name elif isinstance(tree,ystree.OrderByNode): tree.output = filename fo = open(op_name,"w") __orderby_code_gen__(tree,fo) if tree.composite is None: if not isinstance(tree.child,ystree.TableNode): filename = filename[:-1] + str(int(filename[-1])+1) ret_name = generate_code(tree.child,filename) else: filename = filename[:-1] + str(int(filename[-1])+1) ret_name = generate_code(tree.composite,filename) return ret_name elif isinstance(tree,ystree.SelectProjectNode): tree.output = filename fo = open(op_name,"w") ret_name = generate_code(tree.child,filename) return ret_name elif isinstance(tree,ystree.GroupByNode): tree.output = filename fo = open(op_name,"w") __groupby_code_gen__(tree,fo) if tree.composite is None: if not isinstance(tree.child,ystree.TableNode): filename = filename[:-1] + str(int(filename[-1])+1) ret_name = generate_code(tree.child,filename) else: filename = filename[:-1] + str(int(filename[-1])+1) ret_name = generate_code(tree.composite,filename) return ret_name elif isinstance(tree,ystree.TwoJoinNode): tree.output = filename fo = open(op_name,"w") if tree.left_composite is not None and tree.right_composite is not None: new_name = filename[:-1] + str(int(filename[-1])+1) if len(tree.left_composite.jfc_node_list) == 0: index = -1 for node in tree.left_composite.it_node_list: if tree == node.parent: index = tree.left_composite.it_node_list.index(node) break __join_code_gen__(tree,str(index),fo) else: __join_code_gen__(tree,new_name,fo) new_name = generate_code(tree.left_composite,new_name) new_name = new_name[:-1] +str(int(new_name[-1])+1) ret_name = generate_code(tree.right_composite,new_name) elif tree.left_composite is not None: new_name = filename[:-1] +str(int(filename[-1])+1) if len(tree.left_composite.jfc_node_list) == 0: for node in tree.left_composite.it_node_list: if tree == node.parent: index = tree.left_composite.it_node_list.index(node) break __join_code_gen__(tree,str(index),fo) else: __join_code_gen__(tree,new_name,fo) new_name = generate_code(tree.left_composite,new_name) ret_name = new_name if not isinstance(tree.right_child,ystree.TableNode): new_name = new_name[:-1] + str(int(new_name[-1])+1) ret_name = generate_code(tree.right_child,new_name) elif tree.right_composite is not None: if not isinstance(tree.left_child,ystree.TableNode): new_name = filename[:-1] +str(int(filename[-1])+1) __join_code_gen__(tree,new_name,fo) new_name = generate_code(tree.left_child,new_name) else: new_name = filename new_name = new_name[:-1] +str(int(new_name[-1])+1) ret_name = generate_code(tree.right_composite,new_name) else: if not isinstance(tree.left_child,ystree.TableNode): new_name = filename[:-1] +str(int(filename[-1])+1) __join_code_gen__(tree,new_name,fo) ret_name = generate_code(tree.left_child,new_name) else: ret_name = filename __join_code_gen__(tree,tree.left_child.table_name,fo) if not isinstance(tree.right_child,ystree.TableNode): new_name = ret_name[:-1] + str(int(ret_name[-1])+1) ret_name = generate_code(tree.right_child,new_name) return ret_name elif isinstance(tree,ystree.CompositeNode): ### to make sure that the CompositeNode is only visited once if tree.dep == -1: return ret_name tree.output = filename fo = open(op_name,"w") tree.dep = -1 __composite_code_gen__(tree,fo) if len(tree.child_list) > 0: i=int(filename[-1]) +1 for x in tree.child_list: if isinstance(x,ystree.TableNode): continue new_name = filename[:-1]+str(i) new_name = generate_code(x,new_name) ret_name = new_name i = i+1 return ret_name fo.close() def compile_class(tree,codedir,package_path,filename,fo): version = "0.21.0" if "HADOOP_HOME" in os.environ: version = commands.getoutput("$HADOOP_HOME/bin/hadoop version").split("\n")[0].split(" ")[1] cmd = "javac -classpath $HADOOP_HOME/hadoop-common-"+version+".jar:$HADOOP_HOME/hadoop-hdfs-"+version+".jar:$HADOOP_HOME/hadoop-mapred-"+version+".jar " cmd += codedir + "/*.java -d ." print >>fo,cmd if config.compile_jar is True: os.system(cmd) def generate_jar(jardir,path,filename,fo): cmd = "jar -cf " +jardir + "/"+ filename + ".jar " + path print >>fo,cmd if config.compile_jar is True: os.system(cmd) def execute_jar(tree,jardir,jarname,classname,input_path,output_path,fo): ret_name = classname if isinstance(tree,ystree.TableNode): cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath + classname + " " + input_path + "/" + tree.table_name + "/" cmd += " " + output_path + "/" + tree.table_name + "/" print >>fo, cmd if config.compile_jar is True and config.exec_jar is True: os.system(cmd) elif isinstance(tree,ystree.OrderByNode): if not isinstance(tree.child,ystree.TableNode): new_name = classname[:-1] + str(int(classname[-1])+1) if tree.composite is not None: if tree.composite.dep != -2: ret_name = execute_jar(tree.composite,jardir,jarname,new_name,input_path,output_path,fo) if len(tree.composite.jfc_node_list) == 0: index = -1 for node in tree.composite.it_node_list: if node.parent == tree: index = tree.composite.it_node_list.index(node) break new_name = tree.composite.output + "/" + str(index) else: ret_name = execute_jar(tree.child,jardir,jarname,new_name,input_path,output_path,fo) cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath +classname + " " + output_path + "/" + new_name cmd += " " + output_path + "/" + classname + "/" else: cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath +classname + " " + input_path + "/" + tree.child.table_name + "/" cmd += " " + output_path + "/" + classname + "/" print >>fo,cmd if config.compile_jar is True and config.exec_jar is True: os.system(cmd) elif isinstance(tree,ystree.SelectProjectNode): ret_name = execute_jar(tree.child,jardir,jarname,classname,input_path,output_path,fo) elif isinstance(tree,ystree.GroupByNode): if not isinstance(tree.child,ystree.TableNode): new_name = classname[:-1] + str(int(classname[-1])+1) if tree.composite is not None: if tree.composite.dep != -2: ret_name = execute_jar(tree.composite,jardir,jarname,new_name,input_path,output_path,fo) if len(tree.composite.jfc_node_list) == 0: index = -1 for node in tree.composite.it_node_list: if node.parent == tree: index = tree.composite.it_node_list.index(node) break new_name = tree.composite.output + "/" + str(index) else: ret_name = execute_jar(tree.child,jardir,jarname,new_name,input_path,output_path,fo) cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath + classname + " " + output_path + "/" + new_name cmd += " " + output_path + "/" + classname + "/" else: cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath + classname + " " + input_path + "/" + tree.child.table_name + "/" cmd += " " + output_path + "/" + classname + "/" print >>fo,cmd if config.compile_jar is True and config.exec_jar is True: os.system(cmd) elif isinstance(tree,ystree.TwoJoinNode): cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath +classname + " " + input_path + "/" if not isinstance(tree.left_child,ystree.TableNode): new_name = classname[:-1] + str(int(classname[-1])+1) if tree.left_composite is not None: if tree.left_composite.dep != -2: ret_name = execute_jar(tree.left_composite,jardir,jarname,new_name,input_path,output_path,fo) if len(tree.left_composite.jfc_node_list) == 0: index = -1 for node in tree.left_composite.it_node_list: if node.parent == tree: index = tree.left_composite.it_node_list.index(node) ##### Make sure the node in the it_node_list is counted only once tree.left_composite.it_node_list[index].parent = None break new_name = tree.left_composite.output + "/" + str(index) else: ret_name = execute_jar(tree.left_child,jardir,jarname,new_name,input_path,output_path,fo) cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath +classname + " " + output_path + "/" cmd += new_name + "/" else: cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath +classname + " " + input_path + "/" cmd += tree.left_child.table_name + "/" ret_name = classname if not isinstance(tree.right_child,ystree.TableNode): new_name = ret_name[:-1] + str(int(ret_name[-1])+1) if tree.right_composite is not None: if tree.right_composite.dep != -2: ret_name = execute_jar(tree.right_composite,jardir,jarname,new_name,input_path,output_path,fo) if len(tree.right_composite.jfc_node_list) == 0: index = -1 for node in tree.right_composite.it_node_list: if node.parent == tree: index = tree.right_composite.it_node_list.index(node) tree.right_composite.it_node_list[index].parent = None break new_name = tree.right_composite.output + "/" + str(index) else: ret_name = execute_jar(tree.right_child,jardir,jarname,new_name,input_path,output_path,fo) cmd += " " + output_path + "/" cmd += new_name + "/" else: cmd += " " + input_path + "/" cmd += tree.right_child.table_name + "/" cmd += " " + output_path + "/" + classname + "/" print >>fo,cmd if config.compile_jar is True and config.exec_jar is True: os.system(cmd) elif isinstance(tree,ystree.CompositeNode): ### make sure the Composite Node is visited only once if tree.dep == -2: return ret_name tree.dep = -2 child_list = [] new_name = classname[:-1] + str(int(classname[-1])+1) child_list.append(new_name) cmd = "$HADOOP_HOME/bin/hadoop jar " + jardir + "/" + jarname + ".jar " + packagepath + classname + " " for node in tree.child_list: ret_name = execute_jar(node,jardir,jarname,new_name,input_path,output_path,fo) new_name = ret_name[:-1] + str(int(new_name[-1])+1) child_list.append(new_name) for tn in tree.mapoutput.keys(): if tn in child_list: cmd += output_path + "/" + tn + " " else: cmd += input_path + "/" + tn + " " cmd += output_path + "/" + classname print >>fo,cmd if config.compile_jar is True and config.exec_jar is True: os.system(cmd) return ret_name def ysmart_code_gen(argv,input_path,output_path): pwd = os.getcwd() resultdir = "./result" codedir = "./YSmartCode" jardir = "./YSmartJar" global packagepath global packagename tree_node = ystree.ysmart_tree_gen(argv[1],argv[2]) if config.turn_on_correlation is True: tree_node = correlation.ysmart_correlation(tree_node) if tree_node is None: exit(-1) if os.path.exists(resultdir) is False: os.makedirs(resultdir) os.chdir(resultdir) if os.path.exists(codedir) or os.path.exists(jardir): pass else: os.makedirs(codedir) os.makedirs(jardir) packagepath += config.queryname + "/" packagename += "." + config.queryname config.queryname += "1" os.chdir(codedir) generate_code(tree_node,config.queryname) os.chdir(pwd) os.chdir(resultdir) fo = open(config.scriptname,'w') compile_class(tree_node,codedir,packagepath,config.queryname,fo) generate_jar(jardir,packagepath,config.queryname,fo) execute_jar(tree_node,jardir,config.queryname,config.queryname,input_path,output_path,fo) os.chdir(pwd)

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ea75190cdebd04db1056d5c240547c4dd25d681d

180

py

Python

sh_app/admin.py

allenkim/skill-huddle

5f2fab44f40df7dec889270ea18308b40b80478e

[ "MIT" ]

null

sh_app/admin.py

allenkim/skill-huddle

5f2fab44f40df7dec889270ea18308b40b80478e

[ "MIT" ]

null

sh_app/admin.py

allenkim/skill-huddle

5f2fab44f40df7dec889270ea18308b40b80478e

[ "MIT" ]

null

from django.contrib import admin from sh_app.models import * admin.site.register(SH_User) admin.site.register(League) admin.site.register(Huddle) admin.site.register(Suggestion)

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57b46548fb2a549210f8e3224d33e87a72c539a7

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py

Python

algoneer/algorithm/__init__.py

algoneer/algoneer-py

5f300543116278c91a9cf8c9ef5a1375e3f1e75d

[ "MIT" ]

10

2019-08-05T16:06:12.000Z

2020-12-19T16:40:48.000Z

algoneer/algorithm/__init__.py

algoneer/algoneer-py

5f300543116278c91a9cf8c9ef5a1375e3f1e75d

[ "MIT" ]

null

algoneer/algorithm/__init__.py

algoneer/algoneer-py

5f300543116278c91a9cf8c9ef5a1375e3f1e75d

[ "MIT" ]

1

2020-04-27T08:50:14.000Z

from .algorithm import Algorithm, AlgorithmAlgorithmSchema

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57de01c328bdb868da32a09b6d817db928111e98

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py

Python

backend/app/views/sketch_constructs/__init__.py

Edinburgh-Genome-Foundry/CUBA

d57565951ead619ef9263e8b356b451001fb910f

[ "MIT" ]

15

2018-02-12T13:12:13.000Z

2021-08-15T11:37:59.000Z

backend/app/views/sketch_constructs/__init__.py

Edinburgh-Genome-Foundry/CUBA

d57565951ead619ef9263e8b356b451001fb910f

[ "MIT" ]

9

2020-06-05T17:54:54.000Z

2022-02-12T12:03:19.000Z

backend/app/views/sketch_constructs/__init__.py

Edinburgh-Genome-Foundry/CUBA

d57565951ead619ef9263e8b356b451001fb910f

[ "MIT" ]

3

2018-10-18T13:08:50.000Z

2020-08-17T14:09:46.000Z

from .SketchConstructsView import SketchConstructsView

27.5

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57e0e561d076302aeaa6f7ea3bb9341fa119c7dd

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py

Python

sources/__init__.py

AB9IL/stream-sources

ede8bd3ad7d51723d489192d0a6c5b2ea31ffe56

[ "Unlicense" ]

40

2018-03-06T03:57:51.000Z

2021-12-10T02:53:51.000Z

sources/__init__.py

AB9IL/stream-sources

ede8bd3ad7d51723d489192d0a6c5b2ea31ffe56

[ "Unlicense" ]

18

2022-03-16T21:06:49.000Z

2022-03-30T20:45:48.000Z

sources/__init__.py

AB9IL/stream-sources

ede8bd3ad7d51723d489192d0a6c5b2ea31ffe56

[ "Unlicense" ]

5

2018-04-01T18:14:40.000Z

2020-12-07T13:47:06.000Z

from .source import Source

13.5

26

0.814815

4

27

5.5

0.75

0

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1

27

0.956522

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null

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0

1

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1

0

6

57f9453d39b340c8bb70f685bedc3c17bf23cf05

34

py

Python

src/infrastructure/langtools.py

PeachyPrinter/peachyprinter

6d82b9eaaa03129870aa637eabdc0cb66e90b626

[ "Apache-2.0" ]

12

2016-05-12T14:05:30.000Z

2021-04-03T06:03:37.000Z

src/infrastructure/langtools.py

PeachyPrinter/peachyprinter

6d82b9eaaa03129870aa637eabdc0cb66e90b626

[ "Apache-2.0" ]

1

2016-02-03T21:46:19.000Z

2016-02-04T01:48:31.000Z

src/infrastructure/langtools.py

PeachyPrinter/peachyprinter

6d82b9eaaa03129870aa637eabdc0cb66e90b626

[ "Apache-2.0" ]

12

2016-01-27T15:14:25.000Z

2020-08-21T00:44:43.000Z

def _(string): return string

8.5

17

0.647059

4

34

5.25

0.75

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34

3

18

11.333333

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false

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1

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1

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1

0

null

0

1

0

1

0

6

17ae4d8f1eea0a417f9c6a5f0a5a0193dee1d15e

226

py

Python

tests/test_all_challenges_load.py

burrowsa/thebutton

b7a25cdf2ef7bef961f355d64a123090e8ccbe49

[ "BSD-2-Clause" ]

null

tests/test_all_challenges_load.py

burrowsa/thebutton

b7a25cdf2ef7bef961f355d64a123090e8ccbe49

[ "BSD-2-Clause" ]

null

tests/test_all_challenges_load.py

burrowsa/thebutton

b7a25cdf2ef7bef961f355d64a123090e8ccbe49

[ "BSD-2-Clause" ]

1

2020-09-03T03:39:26.000Z

from thebutton.loader import load_all_challenges import os def test_all_challenges_load(): for challenge in load_all_challenges(os.path.join(os.path.dirname(os.path.dirname(__file__)), "challenges"), True): pass

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null

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1

0

6

17d0435f718ec1fdd2416a035c5db3f9bef411e5

43

py

Python

src/admin/__init__.py

isaachenrion/jets

59aeba81788d0741af448192d9dfb764fb97cf8d

[ "BSD-3-Clause" ]

9

2017-10-09T17:01:52.000Z

2018-06-12T18:06:05.000Z

src/admin/__init__.py

isaachenrion/jets

59aeba81788d0741af448192d9dfb764fb97cf8d

[ "BSD-3-Clause" ]

31

2017-11-01T14:39:02.000Z

2018-04-18T15:34:24.000Z

src/admin/__init__.py

isaachenrion/jets

59aeba81788d0741af448192d9dfb764fb97cf8d

[ "BSD-3-Clause" ]

10

2017-10-17T19:23:14.000Z

2020-07-05T04:44:45.000Z

from ._Administrator import _Administrator

21.5

42

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6

aa02a7e7d7328fe309a06df4737b4092ec061b04

96

py

Python

venv/lib/python3.8/site-packages/setuptools/command/py36compat.py

GiulianaPola/select_repeats

17a0d053d4f874e42cf654dd142168c2ec8fbd11

[ "MIT" ]

2

2022-03-13T01:58:52.000Z

2022-03-31T06:07:54.000Z

venv/lib/python3.8/site-packages/setuptools/command/py36compat.py

DesmoSearch/Desmobot

b70b45df3485351f471080deb5c785c4bc5c4beb

[ "MIT" ]

19

2021-11-20T04:09:18.000Z

2022-03-23T15:05:55.000Z

venv/lib/python3.8/site-packages/setuptools/command/py36compat.py

DesmoSearch/Desmobot

b70b45df3485351f471080deb5c785c4bc5c4beb

[ "MIT" ]

null

/home/runner/.cache/pip/pool/ef/22/d6/cd08f5efd127c77a49f15d5c0c30b378b30531df5725794afa2653ab96

96

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1

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null

1

0

1

0

6

aa03f1b6f2a754f3f2674968cc162af99c2b8e5c

27

py

Python

nu/v3/Membranes/Leak/__init__.py

bullgom/pysnn2

dad5ae26b029afd5c5bf76fe141249b0f7b7a36c

[ "MIT" ]

9

2021-06-08T13:29:26.000Z

2022-03-29T17:29:46.000Z

nu/v3/Membranes/Leak/__init__.py

bullgom/pysnn2

dad5ae26b029afd5c5bf76fe141249b0f7b7a36c

[ "MIT" ]

null

nu/v3/Membranes/Leak/__init__.py

bullgom/pysnn2

dad5ae26b029afd5c5bf76fe141249b0f7b7a36c

[ "MIT" ]

null

from .Linear import Linear

13.5

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5.5

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1

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6

aa12231dc22534888bd56b7c16987be0afdbf1c9

43,067

py

Python

src/py-common/nightjar_common/envoy_transform/tests/service_test.py

groboclown/nightjar-mesh

3655307b4a0ad00a0f18db835b3a0d04cb8e9615

[ "MIT" ]

3

2019-12-23T23:46:02.000Z

2020-08-07T23:10:20.000Z

src/py-common/nightjar_common/envoy_transform/tests/service_test.py

groboclown/nightjar-mesh

3655307b4a0ad00a0f18db835b3a0d04cb8e9615

[ "MIT" ]

2

2020-02-07T15:59:15.000Z

2020-08-05T21:55:27.000Z

src/py-common/nightjar_common/envoy_transform/tests/service_test.py

groboclown/nightjar-mesh

3655307b4a0ad00a0f18db835b3a0d04cb8e9615

[ "MIT" ]

1

2020-05-28T00:46:05.000Z

"""Test the service module""" # pylint: disable=C0302 from typing import Dict, Any import unittest from .. import service, common from ...validation import validate_discovery_map class ServiceTest(unittest.TestCase): # pylint: disable=R0904 """Test the service functions.""" def test_create_service_color_proxy_input__no_namespace(self) -> None: """Test create_service_color_proxy_input with no matching namespace.""" res = service.create_service_color_proxy_input( _mk_doc({}), 'n1', 's', 'c', 160, 170, ) self.assertEqual(1, res) def test_create_service_color_proxy_input__no_clusters(self) -> None: """Test create_service_color_proxy_input with no matching namespace.""" res = service.create_service_color_proxy_input( _mk_doc({'namespaces': [_mk_namespace({})]}), 'n1', 's', 'c', 160, 170, ) self.assertEqual(2, res) def test_create_service_color_proxy_input__minimal(self) -> None: """Test create_service_color_proxy_input with no matching namespace.""" res = service.create_service_color_proxy_input( _mk_doc({'namespaces': [_mk_namespace({'service-colors': [_mk_service_color({})]})]}), 'n1', 's', 'c', 160, 170, ) self.assertEqual({ 'schema-version': 'v1', 'network_name': 'nk1', 'service_member': 's-c', 'has_admin_port': True, 'admin_port': 170, 'has_clusters': False, 'clusters': [], 'listeners': [{'has_mesh_port': True, 'mesh_port': 160, 'routes': []}], }, res) def test_create_clusters__no_local_services(self) -> None: """Test create_clusters with no local services.""" res = service.create_clusters('n1', 's1', 'c1', _mk_doc({})) self.assertIsNone(res) def test_create_clusters__no_matching_services(self) -> None: """Test create_clusters with no mathing services.""" res = service.create_clusters('n1', 's1', 'c1', _mk_doc({ 'namespaces': [_mk_namespace({'service-colors': [_mk_service_color({})]})], })) self.assertIsNone(res) def test_create_clusters__local_and_nonlocal(self) -> None: """Test create_nonlocal_namespace_clusters with no non-local namespaces.""" discovery_map = _mk_doc({'namespaces': [ _mk_namespace({ 'namespace': 'n1', 'service-colors': [_mk_service_color({ 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/c/1'}, })], 'instances': [{'ipv4': '1.2.3.4', 'port': 12}], 'namespace-egress': [{ 'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 100}, }], })], }), _mk_namespace({ 'namespace': 'n2', 'gateways': { 'prefer-gateway': False, 'protocol': 'HTTP2', 'instances': [{'ipv6': '::3', 'port': 90}], }, 'service-colors': [_mk_service_color({ 'service': 'rs', 'color': 'rc', 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/r/1'}, 'default-access': True, })], 'instances': [{'ipv4': '123.45.67.89', 'port': 990}], })], }), ]}) res = service.create_clusters('n1', 's', 'c', discovery_map) self.assertIsNotNone(res) assert res is not None # mypy requirement self.assertEqual([ { 'name': 'local-s-c-1', 'endpoints': [{'host': '1.2.3.4', 'port': 12}], 'hosts_are_hostname': False, 'hosts_are_ipv4': True, 'hosts_are_ipv6': False, 'uses_http2': False, }, { 'name': 'remote-n2-rs-rc-1', 'endpoints': [{'host': '123.45.67.89', 'port': 990}], 'hosts_are_hostname': False, 'hosts_are_ipv4': True, 'hosts_are_ipv6': False, 'uses_http2': False, }, ], [ec.get_context() for ec in res]) def test_create_local_namespace_clusters__no_services(self) -> None: """Test create_local_namespace_clusters with no services""" res = service.create_local_namespace_clusters([]) self.assertEqual([], res) def test_create_local_namespace_clusters__no_service_instances(self) -> None: """Test create_local_namespace_clusters with no instances""" res = service.create_local_namespace_clusters([_mk_service_color({})]) self.assertEqual([], res) def test_create_local_namespace_clusters__one_instance(self) -> None: """Test create_local_namespace_clusters with no instances""" res = service.create_local_namespace_clusters([_mk_service_color({ 'instances': [{'ipv4': '1.2.3.4', 'port': 123}], })]) self.assertEqual( [{ 'name': 'local-s-c-1', 'endpoints': [{'host': '1.2.3.4', 'port': 123}], 'hosts_are_hostname': False, 'hosts_are_ipv4': True, 'hosts_are_ipv6': False, 'uses_http2': False, }], [cl.get_context() for cl in res], ) def test_create_nonlocal_namespace_clusters__no_nonlocal(self) -> None: """Test create_nonlocal_namespace_clusters with no non-local namespaces.""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({ 'namespace': 'n1', 'service-colors': [_mk_service_color({})], })]}) res = service.create_nonlocal_namespace_clusters( 'n1', discovery_map['namespaces'][0]['service-colors'][0], discovery_map, ) self.assertEqual([], res) def test_create_nonlocal_namespace_clusters__nonlocal_no_gateways(self) -> None: """Test create_nonlocal_namespace_clusters with no non-local namespaces.""" discovery_map = _mk_doc({'namespaces': [ _mk_namespace({ 'namespace': 'n1', 'service-colors': [_mk_service_color({ 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/c/1'}, })], 'namespace-egress': [{ 'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 100}, }], })], }), _mk_namespace({ 'namespace': 'n2', 'gateways': { 'prefer-gateway': False, 'protocol': 'HTTP2', 'instances': [{'ipv6': '::3', 'port': 90}], }, 'service-colors': [_mk_service_color({ 'service': 'rs', 'color': 'rc', 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/r/1'}, 'default-access': True, })], 'instances': [{'ipv4': '123.45.67.89', 'port': 990}], })], }), ]}) res = service.create_nonlocal_namespace_clusters( 'n1', discovery_map['namespaces'][0]['service-colors'][0], discovery_map, ) self.assertEqual([{ 'name': 'remote-n2-rs-rc-1', 'endpoints': [{'host': '123.45.67.89', 'port': 990}], 'hosts_are_hostname': False, 'hosts_are_ipv4': True, 'hosts_are_ipv6': False, 'uses_http2': False, }], [ec.get_context() for ec in res]) def test_create_nonlocal_namespace_clusters__nonlocal_gateways(self) -> None: """Test create_nonlocal_namespace_clusters with no non-local namespaces.""" discovery_map = _mk_doc({'namespaces': [ _mk_namespace({ 'namespace': 'n1', 'service-colors': [_mk_service_color({ 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/c/1'}, })], 'namespace-egress': [{ 'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 100}, }], })], }), _mk_namespace({ 'namespace': 'n2', 'gateways': { 'prefer-gateway': True, 'protocol': 'HTTP2', 'instances': [{'ipv6': '::3', 'port': 90}], }, 'service-colors': [_mk_service_color({ 'service': 'rs', 'color': 'rc', 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/r/1'}, 'default-access': True, })], 'instances': [{'ipv4': '123.45.67.89', 'port': 990}], })], }), ]}) res = service.create_nonlocal_namespace_clusters( 'n1', discovery_map['namespaces'][0]['service-colors'][0], discovery_map, ) self.assertEqual([{ 'name': 'remote-n2-gateway', 'endpoints': [{'host': '::3', 'port': 90}], 'hosts_are_hostname': False, 'hosts_are_ipv4': False, 'hosts_are_ipv6': True, 'uses_http2': True, }], [ec.get_context() for ec in res]) def test_create_service_color_cluster__no_instances(self) -> None: """Test create_service_color_cluster with no instances""" res = service.create_service_color_cluster('cs', _mk_service_color({})) self.assertIsNone(res) def test_create_service_color_cluster__two_instances(self) -> None: """Test create_service_color_cluster with no instances""" res = service.create_service_color_cluster('cs', _mk_service_color({ 'instances': [ {'hostname': 'xyz', 'port': 99}, {'hostname': 'abc', 'port': 98}, ], })) self.assertIsNotNone(res) assert res is not None # mypy requirement self.assertEqual( { 'name': 'cs', 'endpoints': [{'host': 'xyz', 'port': 99}, {'host': 'abc', 'port': 98}], 'hosts_are_hostname': True, 'hosts_are_ipv4': False, 'hosts_are_ipv6': False, 'uses_http2': False, }, res.get_context(), ) def test_create_gateway_cluster__no_instances(self) -> None: """Test create_gateway_cluster with no instances""" res = service.create_gateway_cluster('c', { 'protocol': 'HTTP2', 'prefer-gateway': False, 'instances': [], }) self.assertIsNone(res) def test_create_gateway_cluster__two_instances(self) -> None: """Test create_gateway_cluster with no instances""" res = service.create_gateway_cluster('c', { 'protocol': 'HTTP2', 'prefer-gateway': False, 'instances': [ {'ipv4': '127.0.0.1', 'port': 12}, {'ipv4': '99.0.0.9', 'port': 12}, ], }) self.assertIsNotNone(res) assert res is not None # mypy requirement self.assertEqual( { 'name': 'c', 'uses_http2': True, 'hosts_are_ipv6': False, 'hosts_are_ipv4': True, 'hosts_are_hostname': False, 'endpoints': [ {'host': '127.0.0.1', 'port': 12}, {'host': '99.0.0.9', 'port': 12}, ], }, res.get_context(), ) def test_create_route_listeners(self) -> None: """Test create_route_listeners with basic local and non-local routes.""" discovery_map = _mk_doc({'namespaces': [ _mk_namespace({ 'namespace': 'n1', 'service-colors': [_mk_service_color({ 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/c/1'}, })], 'namespace-egress': [{ 'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 100}, }], })], }), _mk_namespace({ 'namespace': 'n2', 'gateways': { 'prefer-gateway': False, 'protocol': 'HTTP2', 'instances': [{'ipv6': '::3', 'port': 90}], }, 'service-colors': [_mk_service_color({ 'service': 'rs', 'color': 'rc', 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/r/1'}, })], })], }), ]}) res = service.create_route_listeners(900, 'n1', 's', 'c', discovery_map) self.assertEqual( [ { 'has_mesh_port': True, 'mesh_port': 900, 'routes': [{ 'route_path': '/c/1', 'clusters': [{ 'cluster_name': 'local-s-c-1', 'route_weight': 1, }], 'has_header_filters': False, 'header_filters': [], 'has_query_filters': False, 'query_filters': [], 'has_many_clusters': False, 'has_one_cluster': True, 'path_is_case_sensitive': True, 'path_is_exact': True, 'path_is_prefix': False, 'path_is_regex': False, 'total_cluster_weight': 1, }], }, { 'has_mesh_port': True, 'mesh_port': 100, 'routes': [{ 'route_path': '/r/1', 'clusters': [{ 'cluster_name': 'remote-n2-rs-rc-1', 'route_weight': 1, }], 'has_header_filters': False, 'header_filters': [], 'has_query_filters': False, 'query_filters': [], 'has_many_clusters': False, 'has_one_cluster': True, 'path_is_case_sensitive': True, 'path_is_exact': True, 'path_is_prefix': False, 'path_is_regex': False, 'total_cluster_weight': 1, }], }, ], [el.get_context() for el in res], ) def test_create_local_route_listener__no_routes(self) -> None: """Test create_local_route_listener with no routes.""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({})]}) res = service.create_local_route_listener(60, 'n1', discovery_map) self.assertEqual({ 'has_mesh_port': True, 'mesh_port': 60, 'routes': [], }, res.get_context()) def test_create_local_route_listener__one_routes(self) -> None: """Test create_local_route_listener with one route.""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({ 'service-colors': [_mk_service_color({ 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/s/1'}, })], })], })]}) res = service.create_local_route_listener(60, 'n1', discovery_map) self.assertEqual({ 'has_mesh_port': True, 'mesh_port': 60, 'routes': [{ 'route_path': '/s/1', 'clusters': [{'cluster_name': 'local-s-c-1', 'route_weight': 1}], 'has_header_filters': False, 'header_filters': [], 'has_query_filters': False, 'query_filters': [], 'has_many_clusters': False, 'has_one_cluster': True, 'path_is_case_sensitive': True, 'path_is_exact': True, 'path_is_prefix': False, 'path_is_regex': False, 'total_cluster_weight': 1, }], }, res.get_context()) def test_create_nonlocal_route_listeners__no_such_namespace(self) -> None: """Tests create_nonlocal_route_listeners with no given namespace""" discovery_map = _mk_doc({}) res = service.create_nonlocal_route_listeners('n1', 's', 'c', discovery_map) self.assertEqual([], res) def test_create_nonlocal_route_listeners__no_service_colors(self) -> None: """Tests create_nonlocal_route_listeners with no service colors""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({})]}) res = service.create_nonlocal_route_listeners('n1', 's', 'c', discovery_map) self.assertEqual([], res) def test_create_nonlocal_route_listeners__no_matching_service_colors(self) -> None: """Tests create_nonlocal_route_listeners with no service colors""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({ 'service-colors': [_mk_service_color({})], })]}) res = service.create_nonlocal_route_listeners('n1', 's2', 'c2', discovery_map) self.assertEqual([], res) def test_create_nonlocal_route_listeners__no_nonlocal(self) -> None: """Tests create_nonlocal_route_listeners with no non-local namespaces""" discovery_map = _mk_doc({'namespaces': [ _mk_namespace({'service-colors': [_mk_service_color({})]}), ]}) res = service.create_nonlocal_route_listeners('n1', 's', 'c', discovery_map) self.assertEqual([], res) def test_create_nonlocal_route_listeners__one_preferred_gateway(self) -> None: """Tests create_nonlocal_route_listeners with a non-local namespace, which prefers use of a gateway""" discovery_map = _mk_doc({'namespaces': [ _mk_namespace({ 'namespace': 'n1', 'service-colors': [_mk_service_color({ 'namespace-egress': [{ 'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 100}, }], })], }), _mk_namespace({ 'namespace': 'n2', 'gateways': { 'prefer-gateway': True, 'protocol': 'HTTP2', 'instances': [{'ipv6': '::3', 'port': 90}], }, 'service-colors': [_mk_service_color({ 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/s/1'}, })], })], }), ]}) res = service.create_nonlocal_route_listeners('n1', 's', 'c', discovery_map) self.assertEqual([{ 'has_mesh_port': True, 'mesh_port': 100, 'routes': [{ # Routes to gateways are '/' always. 'route_path': '/', 'clusters': [{'cluster_name': 'remote-n2-gateway', 'route_weight': 1}], 'has_header_filters': False, 'header_filters': [], 'has_query_filters': False, 'query_filters': [], 'has_many_clusters': False, 'has_one_cluster': True, 'path_is_case_sensitive': True, 'path_is_exact': False, 'path_is_prefix': True, 'path_is_regex': False, 'total_cluster_weight': 1, }], }], [c.get_context() for c in res]) def test_create_nonlocal_route_listeners__one_service_direct(self) -> None: """Tests create_nonlocal_route_listeners with a non-local namespace, which prefers use of a gateway""" discovery_map = _mk_doc({'namespaces': [ _mk_namespace({ 'namespace': 'n1', 'service-colors': [_mk_service_color({ 'namespace-egress': [{ 'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 100}, }], })], }), _mk_namespace({ 'namespace': 'n2', 'gateways': { 'prefer-gateway': False, 'protocol': 'HTTP2', 'instances': [{'ipv6': '::3', 'port': 90}], }, 'service-colors': [_mk_service_color({ 'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/s/1'}, })], })], }), ]}) res = service.create_nonlocal_route_listeners('n1', 's', 'c', discovery_map) self.assertEqual([{ 'has_mesh_port': True, 'mesh_port': 100, 'routes': [{ 'route_path': '/s/1', 'clusters': [{'cluster_name': 'remote-n2-s-c-1', 'route_weight': 1}], 'has_header_filters': False, 'header_filters': [], 'has_query_filters': False, 'query_filters': [], 'has_many_clusters': False, 'has_one_cluster': True, 'path_is_case_sensitive': True, 'path_is_exact': True, 'path_is_prefix': False, 'path_is_regex': False, 'total_cluster_weight': 1, }], }], [c.get_context() for c in res]) def test_create_remote_gateway_listener(self) -> None: """Test create_remote_gateway_listener""" listener = service.create_remote_gateway_listener('c1', {'port': 5}) self.assertIsNotNone(listener) assert listener is not None # mypy requirement self.assertEqual( { 'has_mesh_port': True, 'mesh_port': 5, 'routes': [{ 'clusters': [{'cluster_name': 'c1', 'route_weight': 1}], 'has_header_filters': False, 'has_many_clusters': False, 'has_one_cluster': True, 'has_query_filters': False, 'header_filters': [], 'path_is_case_sensitive': True, 'path_is_exact': False, 'path_is_prefix': True, 'path_is_regex': False, 'query_filters': [], 'route_path': '/', 'total_cluster_weight': 1, }], }, listener.get_context(), ) def test_create_remote_namespace_listener__no_services(self) -> None: """Test create_remote_namespace_listener with no services.""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({})]}) listener = service.create_remote_namespace_listener( 'n2', {'port': 2}, discovery_map['namespaces'][0], ) self.assertIsNotNone(listener) assert listener is not None # mypy requirement self.assertEqual( {'has_mesh_port': True, 'mesh_port': 2, 'routes': []}, listener.get_context(), ) def test_create_remote_namespace_listener__one_service(self) -> None: """Test create_remote_namespace_listener with no services.""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({ 'service-colors': [_mk_service_color({'routes': [_mk_route({ 'path-match': {'match-type': 'exact', 'value': '/a'}, })]})], })]}) listener = service.create_remote_namespace_listener( 'n2', {'port': 2}, discovery_map['namespaces'][0], ) self.assertIsNotNone(listener) assert listener is not None # mypy requirement self.assertEqual( {'has_mesh_port': True, 'mesh_port': 2, 'routes': [{ 'clusters': [{'cluster_name': 'remote-n1-s-c-1', 'route_weight': 1}], 'has_many_clusters': False, 'has_one_cluster': True, 'has_header_filters': False, 'header_filters': [], 'has_query_filters': False, 'query_filters': [], 'path_is_case_sensitive': True, 'path_is_exact': True, 'path_is_prefix': False, 'path_is_regex': False, 'route_path': '/a', 'total_cluster_weight': 1, }]}, listener.get_context(), ) def test_can_local_namespace_access_remote__no_services(self) -> None: """Test can_local_namespace_access_remote with no services defined.""" res = service.can_local_namespace_access_remote('n1', _mk_namespace({})) self.assertFalse(res) def test_can_local_namespace_access_remote__no_access(self) -> None: """Test can_local_namespace_access_remote with no remote access.""" res = service.can_local_namespace_access_remote('n1', _mk_namespace({'service-colors': [ _mk_service_color({'routes': [_mk_route({'default-access': False})]}), ]})) self.assertFalse(res) def test_can_local_namespace_access_remote__access(self) -> None: """Test can_local_namespace_access_remote with allowed remote access.""" res = service.can_local_namespace_access_remote('n1', _mk_namespace({'service-colors': [ _mk_service_color({'routes': [_mk_route({'default-access': True})]}), ]})) self.assertTrue(res) def test_find_namespace_service_colors__match(self) -> None: """Test find_namespace_service_colors with no matching namespace""" scl = [_mk_service_color({})] discovery_map = _mk_doc({'namespaces': [_mk_namespace({ 'namespace': 'n1', 'service-colors': scl, })]}) res = service.find_namespace_service_colors('n1', discovery_map) self.assertEqual(scl, res) def test_find_namespace_service_colors__no_namespace(self) -> None: """Test find_namespace_service_colors with no matching namespace""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({'namespace': 'n1'})]}) res = service.find_namespace_service_colors('n2', discovery_map) self.assertIsNone(res) def test_find_service_color__no_match(self) -> None: """Test find_service_color with no match.""" scl = [_mk_service_color({'service': 'x', 'color': 'y'})] res = service.find_service_color('s', 'c', scl) self.assertIsNone(res) def test_find_service_color__partial(self) -> None: """Test find_service_color with partial matches.""" scl = [_mk_service_color({'service': 'x', 'color': 'y'})] res = service.find_service_color('s', 'y', scl) self.assertIsNone(res) res = service.find_service_color('x', 'c', scl) self.assertIsNone(res) def test_find_service_color__first_match(self) -> None: """Test find_service_color with partial matches.""" scl = [ _mk_service_color({'service': 's', 'color': 'c', 'x': 'y'}), _mk_service_color({'service': 's', 'color': 'c', 'a': 'b'}), ] res = service.find_service_color('s', 'c', scl) self.assertEqual(scl[0], res) def test_find_nonlocal_namespaces__none(self) -> None: """Test find_nonlocal_namespaces with no non-local namespaces.""" discovery_map = _mk_doc({'namespaces': [_mk_namespace({ 'service-colors': [_mk_service_color({})], })]}) res = service.find_nonlocal_namespaces( discovery_map['namespaces'][0]['namespace'], discovery_map['namespaces'][0]['service-colors'][0], discovery_map, ) self.assertEqual([], res) def test_find_nonlocal_namespaces__two(self) -> None: """Test find_nonlocal_namespaces with two non-local namespaces.""" nl1 = _mk_namespace({'namespace': 'n2', 'service-colors': [_mk_service_color({ 'routes': [_mk_route({})], })]}) nl2 = _mk_namespace({'namespace': 'n3', 'service-colors': [_mk_service_color({ 'routes': [_mk_route({})], })]}) discovery_map = _mk_doc({'namespaces': [ _mk_namespace({ 'service-colors': [_mk_service_color({ 'namespace-egress': [ {'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 2}}, {'namespace': 'n3', 'interface': {'ipv4': '127.0.0.1', 'port': 2}}, ], })], }), nl1, nl2, ]}) res = service.find_nonlocal_namespaces( discovery_map['namespaces'][0]['namespace'], discovery_map['namespaces'][0]['service-colors'][0], discovery_map, ) self.assertEqual([nl1, nl2], res) def test_find_nonlocal_namespaces__some(self) -> None: """Test find_nonlocal_namespaces with two non-local namespaces, only one of which has an egress.""" nl1 = _mk_namespace({'namespace': 'n2', 'service-colors': [_mk_service_color({ 'routes': [_mk_route({})], })]}) nl2 = _mk_namespace({'namespace': 'n3', 'service-colors': [_mk_service_color({ 'routes': [_mk_route({})], })]}) discovery_map = _mk_doc({'namespaces': [ _mk_namespace({ 'service-colors': [_mk_service_color({ 'namespace-egress': [ {'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 2}}, ], })], }), nl1, nl2, ]}) res = service.find_nonlocal_namespaces( discovery_map['namespaces'][0]['namespace'], discovery_map['namespaces'][0]['service-colors'][0], discovery_map, ) self.assertEqual([nl1], res) def test_get_namespace_egress_instance__empty(self) -> None: """Test get_namespace_egress_instance with no matching namespace""" res = service.get_namespace_egress_instance('n2', _mk_service_color({ 'namespace-egress': [], })) self.assertEqual(None, res) def test_get_namespace_egress_instance__no_match(self) -> None: """Test get_namespace_egress_instance with no matching namespace""" res = service.get_namespace_egress_instance('n2', _mk_service_color({ 'namespace-egress': [{'namespace': 'x', 'interface': {'ipv4': '127.0.0.1', 'port': 2}}], })) self.assertEqual(None, res) def test_get_namespace_egress_instance__match(self) -> None: """Test get_namespace_egress_instance with no matching namespace""" egress = {'namespace': 'n2', 'interface': {'ipv4': '127.0.0.1', 'port': 2}} res = service.get_namespace_egress_instance('n2', _mk_service_color({ 'namespace-egress': [egress], })) self.assertEqual(egress['interface'], res) def test_group_service_colors_by_route__empty(self) -> None: """Test group_service_colors_by_route with no service colors.""" res = service.group_service_colors_by_route([], None, service.create_local_cluster_name) self.assertEqual({}, res) def test_group_service_colors_by_route__several_services_one_public_route(self) -> None: """Test group_service_colors_by_route with no service colors.""" route_1 = _mk_route({'path-match': {'match-type': 'prefix', 'value': '/a'}, 'weight': 2}) discovery_map = _mk_doc({ 'namespaces': [_mk_namespace({ 'service-colors': [ _mk_service_color({ 'color': 'blue', 'instances': [{'ipv6': '::1', 'port': 6}], 'routes': [route_1], }), _mk_service_color({ 'color': 'blue', 'index': 2, 'instances': [{'ipv6': '::1', 'port': 8}], 'routes': [route_1], }), _mk_service_color({ 'color': 'green', 'instances': [{'ipv6': '::2', 'port': 6}], 'routes': [route_1], }), ], })], }) res = service.group_service_colors_by_route( discovery_map['namespaces'][0]['service-colors'], None, service.create_local_cluster_name, ) matched_route = common.RouteMatcher(common.RoutePathMatcher('/a', 'prefix', True), [], []) self.assertEqual( { matched_route: [ ('local-s-blue-1', { 'default-access': True, 'namespace-access': [], 'path-match': {'match-type': 'prefix', 'value': '/a'}, 'weight': 2, }), ('local-s-blue-2', { 'default-access': True, 'namespace-access': [], 'path-match': {'match-type': 'prefix', 'value': '/a'}, 'weight': 2, }), ('local-s-green-1', { 'default-access': True, 'namespace-access': [], 'path-match': {'match-type': 'prefix', 'value': '/a'}, 'weight': 2, }), ], }, res, ) def test_group_service_colors_by_route__private_remote(self) -> None: """Test group_service_colors_by_route with no service colors.""" route_1 = _mk_route({ 'path-match': {'match-type': 'prefix', 'value': '/a'}, 'weight': 2, 'namespace-access': [{'namespace': 'n1', 'access': False}], }) discovery_map = _mk_doc({ 'namespaces': [_mk_namespace({ 'service-colors': [ _mk_service_color({ 'color': 'blue', 'instances': [{'ipv6': '::1', 'port': 6}], 'routes': [route_1], }), ], })], }) res = service.group_service_colors_by_route( discovery_map['namespaces'][0]['service-colors'], 'n1', service.create_local_cluster_name, ) self.assertEqual({}, res) def test_get_route_matcher_key__defaults(self) -> None: """Test get_route_matcher_key, with as many default values as possible.""" res = service.get_route_matcher_key(_mk_route({ 'path-match': { 'match-type': 'foo', 'value': '/bar', }, })) self.assertEqual( common.RouteMatcher( common.RoutePathMatcher('/bar', 'foo', True), [], [], ), res, ) def test_get_route_matcher_key__full(self) -> None: """Test get_route_matcher_key, with everything filled in.""" res = service.get_route_matcher_key(_mk_route({ 'path-match': { 'match-type': 'foo', 'value': '/bar', 'case-sensitive': False, }, 'headers': [{ 'header-name': 'boil', 'match-type': 'tuna', 'case-sensitive': False, 'value': 'melt', 'invert': True, }], 'query-parameters': [{ 'parameter-name': 'curdle', 'match-type': 'marlin', 'case-sensitive': False, 'value': 'hook', 'invert': True, }], })) self.assertEqual( common.RouteMatcher( common.RoutePathMatcher('/bar', 'foo', False), [common.HeaderQueryMatcher('boil', 'tuna', False, 'melt', True)], [common.HeaderQueryMatcher('curdle', 'marlin', False, 'hook', False)], ), res, ) def test_parse_header_query_matcher__allow_ignore__defaults(self) -> None: """Test parse_header_query_matcher with as many default values as possible, allowing ignores.""" res = service.parse_header_query_matcher( {'name': 'abc', 'match-type': 'tuna'}, 'name', True, ) self.assertEqual( common.HeaderQueryMatcher('abc', 'tuna', True, None, False), res, ) def test_parse_header_query_matcher__allow_ignore__full(self) -> None: """Test parse_header_query_matcher with as many default values as possible, allowing ignores.""" res = service.parse_header_query_matcher( { 'name': 'abc', 'match-type': 'tuna', 'case-sensitive': False, 'value': 'melt', 'invert': True, }, 'name', True, ) self.assertEqual( common.HeaderQueryMatcher('abc', 'tuna', False, 'melt', True), res, ) def test_parse_header_query_matcher__disallow_ignore__full(self) -> None: """Test parse_header_query_matcher with as many default values as possible, allowing ignores.""" res = service.parse_header_query_matcher( { 'name': 'abc', 'match-type': 'tuna', 'case-sensitive': False, 'value': 'melt', 'invert': True, }, 'name', False, ) self.assertEqual( common.HeaderQueryMatcher('abc', 'tuna', False, 'melt', False), res, ) def test_can_local_namespace_access_route__no_namespace1(self) -> None: """Test can_local_namespace_access_route with no matching namespace""" route = _mk_route({ 'default-access': True, }) res = service.can_local_namespace_access_route('n1', route) self.assertTrue(res) def test_can_local_namespace_access_route__no_namespace2(self) -> None: """Test can_local_namespace_access_route with no matching namespace""" route = _mk_route({ 'namespace-access': [{'namespace': 'n2', 'access': True}], 'default-access': False, }) res = service.can_local_namespace_access_route('n1', route) self.assertFalse(res) def test_can_local_namespace_access_route__with_namespace(self) -> None: """Test can_local_namespace_access_route with no matching namespace""" route = _mk_route({ 'namespace-access': [{'namespace': 'n1', 'access': True}], 'default-access': False, }) res = service.can_local_namespace_access_route('n1', route) self.assertTrue(res) def test_can_local_namespace_access_route__with_namespace_false(self) -> None: """Test can_local_namespace_access_route with no matching namespace""" route = _mk_route({ 'namespace-access': [{'namespace': 'n1', 'access': False}], 'default-access': True, }) res = service.can_local_namespace_access_route('n1', route) self.assertFalse(res) def test_find_namespace__none(self) -> None: """Test find_namespace with no namespaces""" discovery_map = _mk_doc({}) res = service.find_namespace('n1', discovery_map) self.assertIsNone(res) def test_find_namespace(self) -> None: """Test find_namespace""" namespace = _mk_namespace({ 'namespace': 'n1', }) discovery_map = _mk_doc({ 'namespaces': [namespace], }) res = service.find_namespace('n1', discovery_map) self.assertEqual(namespace, res) def test_create_nonlocal_service_cluster_name(self) -> None: """Test the create_nonlocal_service_cluster_name function""" res = service.create_nonlocal_service_cluster_name('n1', 's1', 'c1', 100) self.assertEqual('remote-n1-s1-c1-100', res) def test_create_nonlocal_gateway_cluster_name(self) -> None: """Test the create_nonlocal_gateway_cluster_name function""" res = service.create_nonlocal_gateway_cluster_name('n1') self.assertEqual('remote-n1-gateway', res) def test_create_local_cluster_name(self) -> None: """Test the create_local_cluster_name function""" res = service.create_local_cluster_name('s1', 'c1', 65535) self.assertEqual('local-s1-c1-65535', res) # --------------------------------------------------------------------------- # discovery-map data construction helpers. # The main entry, `mk_doc`, performs the validate. def _mk_doc(defaults: Dict[str, Any]) -> Dict[str, Any]: ret: Dict[str, Any] = { 'schema-version': 'v1', 'document-version': 'x', 'namespaces': [], } ret.update(defaults) validate_discovery_map(ret) return ret def _mk_namespace(defaults: Dict[str, Any]) -> Dict[str, Any]: ret: Dict[str, Any] = { 'namespace': 'n1', 'network-id': 'nk1', 'gateways': {'instances': [], 'prefer-gateway': False, 'protocol': 'http1.1'}, 'service-colors': [], } ret.update(defaults) return ret def _mk_service_color(defaults: Dict[str, Any]) -> Dict[str, Any]: ret: Dict[str, Any] = { 'service': 's', 'color': 'c', 'index': 1, 'routes': [], 'namespace-egress': [], 'instances': [], } ret.update(defaults) return ret def _mk_route(defaults: Dict[str, Any]) -> Dict[str, Any]: ret: Dict[str, Any] = { 'path-match': {'match-type': 'exact', 'value': '/'}, 'weight': 1, 'namespace-access': [], 'default-access': True, } ret.update(defaults) return ret

41.21244

100

0.509485

4,146

43,067

4.949349

0.058852

0.040936

0.030994

0.032164

0.887524

0.862329

0.824025

0.775828

0.717982

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0

0.020157

0.344533

43,067

1,044

101

41.251916

0.706755

0.092507

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0.689655

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0.189271

0.003978

0

0.080089

1

0.070078

false

0

0.004449

0

0.080089

0

null

0

1

0

null

0

6

aa1295253da1e16ecb33426fcf9edc92633d605d

156

py

Python

backend/src/baserow/api/user/errors.py

OpenSourceMarketing/Baserow

5778059fde594a3b1838f7a964bc5060ab45bbad

[ "MIT" ]

null

backend/src/baserow/api/user/errors.py

OpenSourceMarketing/Baserow

5778059fde594a3b1838f7a964bc5060ab45bbad

[ "MIT" ]

7

2021-03-19T12:07:13.000Z

2022-02-10T14:47:21.000Z

backend/src/baserow/api/user/errors.py

OpenSourceMarketing/Baserow

5778059fde594a3b1838f7a964bc5060ab45bbad

[ "MIT" ]

null

ERROR_ALREADY_EXISTS = 'ERROR_EMAIL_ALREADY_EXISTS' ERROR_USER_NOT_FOUND = 'ERROR_USER_NOT_FOUND' ERROR_INVALID_OLD_PASSWORD = 'ERROR_INVALID_OLD_PASSWORD'

39

57

0.884615

23

156

5.26087

0.434783

0.214876

0.297521

0.280992

0.322314

0

0.057692

156

3

58

52

0.823129

0

0.461538

0.333333

0

1

0

false

0.333333

0

1

0

null

1

0

1

0

null

0

1

0

6

aa147759ac5486c13ad4ec19d96dcb82ea5ea81a

164

py

Python

lightmodels/disparity_expansion_v2/__init__.py

cshyundev/LW-PSMNet

d80d3b12c55ba30c781a7578a4728a2cd6321866

[ "MIT" ]

1

2022-01-22T14:00:27.000Z

lightmodels/disparity_expansion_v2/__init__.py

cshyundev/LW-PSMNet

d80d3b12c55ba30c781a7578a4728a2cd6321866

[ "MIT" ]

null

lightmodels/disparity_expansion_v2/__init__.py

cshyundev/LW-PSMNet

d80d3b12c55ba30c781a7578a4728a2cd6321866

[ "MIT" ]

null

from .basic import PSMNet as basic from .stackhourglass import PSMNet as disparity_expansion_v2 # 3D CNN의 채널수는 절반으로 압축하고, cost volume의 disparity 차원수를 1/2로 확장시킨 모델

32.8

66

0.810976

27

164

4.851852

0.777778

0.183206

0.21374

0

0.028986

0.158537

164

4

67

41

0.92029

0.390244

0

1

0

true

0

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1

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1

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null

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1

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1

0

null

0

1

0

1

0

1

0

6

a4e6312c5b41e467225f66fefe9bf62a655aa78b

27

py

Python

Cyrcos/__init__.py

GKing-Dev/Cyrcos

c5cf88682f4ac1b681d37694285dfddd30c1d27b

[ "MIT" ]

2

2019-06-10T18:00:16.000Z

2019-11-02T16:56:52.000Z

Cyrcos/__init__.py

GKing-Dev/Cyrcos

c5cf88682f4ac1b681d37694285dfddd30c1d27b

[ "MIT" ]

null

Cyrcos/__init__.py

GKing-Dev/Cyrcos

c5cf88682f4ac1b681d37694285dfddd30c1d27b

[ "MIT" ]

null

from .Cyrcos import Cyrcos

13.5

26

0.814815

4

27

5.5

0.75

0

0.148148

27

1

27

0.956522

0

1

0

true

0

1

0

1

0

1

0

null

0

1

0

null

0

1

0

1

0

1

0

6

a4f84e0bc6ee6dbec2fb08e1263af59044ebbcf0

979

py

Python

companymatching/base.py

Gawaboumga/CompanyMatching

4c07ca8cb60da8df1c8172bf233a1be016a82930

[ "MIT" ]

4

2020-04-28T08:20:51.000Z

2022-03-07T05:46:43.000Z

companymatching/base.py

Gawaboumga/CompanyMatching

4c07ca8cb60da8df1c8172bf233a1be016a82930

[ "MIT" ]

null

companymatching/base.py

Gawaboumga/CompanyMatching

4c07ca8cb60da8df1c8172bf233a1be016a82930

[ "MIT" ]

2

2019-11-26T02:21:13.000Z

2020-07-21T04:29:48.000Z

from .MatchingType import MatchingType class MatcherMixin: additional_flag = MatchingType.NoMatch def match(self, lhs, rhs, original_lhs, original_rhs, **parameters): new_lhs, new_rhs = self.normalize(lhs, rhs, original_lhs, original_rhs, **parameters) return self.compare(new_lhs, new_rhs, original_lhs, original_rhs, **parameters), new_lhs, new_rhs def compare(self, lhs, rhs, original_lhs, original_rhs, **parameters): return None def normalize(self, lhs, rhs, original_lhs, original_rhs, **parameters): return lhs, rhs class ComparerMixin(MatcherMixin): def compare(self, lhs, rhs, original_lhs, original_rhs, **parameters): return self.compare(lhs, rhs, original_lhs, original_rhs, **parameters), lhs, rhs class NormalizerMixin(MatcherMixin): def normalize(self, lhs, rhs, original_lhs, original_rhs, **parameters): return self.normalize(lhs, rhs, original_lhs, original_rhs, **parameters)

33.758621

105

0.724208

122

979

5.606557

0.180328

0.087719

0.184211

0.289474

0.738304

0.682749

0.672515

0.584795

0

0.170582

979

28

106

34.964286

0.842365

0

0.25

0

1

0.3125

false

0

0.0625

0.25

0.9375

0

null

0

1

0

1

0

null

0

1

0

1

0

6

3547513423c5114473ab3fe5aad60c96eb1b1510

89

py

Python

blog/models.py

epm0dev/Lens-dev

2f34718020ed15ee9a181181e02f62eb3fbadc3b

[ "MIT" ]

null

blog/models.py

epm0dev/Lens-dev

2f34718020ed15ee9a181181e02f62eb3fbadc3b

[ "MIT" ]

null

blog/models.py

epm0dev/Lens-dev

2f34718020ed15ee9a181181e02f62eb3fbadc3b

[ "MIT" ]

null

from django.db import models # TODO Create any models needed for the blog application.

17.8

57

0.786517

14

89

5

0.928571

0

0.179775

89

4

58

22.25

0.958904

0.617978

0

0.25

0

1

0

true

0

1

0

1

0

1

0

null

0

1

0

null

0

1

0

1

0

1

0

1

0

6

103127a3d1b7c85b5b328d8c82188b71aa036bd4

244

py

Python

fabfile.py

freshlimestudio/djlime

69e177d6e26fdf9cb520ac3316548d7d38b9690e

[ "BSD-3-Clause" ]

null

fabfile.py

freshlimestudio/djlime

69e177d6e26fdf9cb520ac3316548d7d38b9690e

[ "BSD-3-Clause" ]

null

fabfile.py

freshlimestudio/djlime

69e177d6e26fdf9cb520ac3316548d7d38b9690e

[ "BSD-3-Clause" ]

null

from fabric.api import * @task def release(): local('python setup.py sdist upload') local('python setup.py sdist upload -r lime') local('python setup.py bdist_wheel upload') local('python setup.py bdist_wheel upload -r lime')

24.4

55

0.70082

37

244

4.567568

0.459459

0.260355

0.378698

0.426036

0.745562

0.402367

0

0.184426

244

9

56

27.111111

0.849246

0

0.57377

0

1

0.142857

true

0

0.142857

0

0.285714

0

null

1

0

1

0

1

0

null

0

1

0

6

105c52442e3bbb9c7dcb20c3ebc55a40367ad3a3

109

py

Python

sample/sample/constants.py

Alzpeta/oarepo-invenio-model

851ea01c74a77b728417f0dbfe3ffc4caae3a266

[ "MIT" ]

1

2020-06-03T14:44:49.000Z

sample/sample/constants.py

Alzpeta/oarepo-invenio-model

851ea01c74a77b728417f0dbfe3ffc4caae3a266

[ "MIT" ]

7

2020-06-02T14:45:48.000Z

2021-11-16T08:38:47.000Z

sample/sample/constants.py

Alzpeta/oarepo-invenio-model

851ea01c74a77b728417f0dbfe3ffc4caae3a266

[ "MIT" ]

5

2020-10-24T16:04:25.000Z

2020-10-28T10:42:23.000Z

SAMPLE_ALLOWED_SCHEMAS = ['sample/sample-v1.0.0.json'] SAMPLE_PREFERRED_SCHEMA = 'sample/sample-v1.0.0.json'

36.333333

54

0.779817

18

109

4.5

0.444444

0.296296

0.345679

0.37037

0.493827

0

0.058252

0.055046

109

2

55

54.5

0.728155

0

0.458716

0

1

0

false

0

1

0

null

1

0

1

0

1

null

0

6

109768159a9189dda71c222a04a63d6cc92d9b2a

156

py

Python

Mundo 1/Desafio/021.py

LeonardoJosedaSilveira/Curso-de-python

e5b7920ce75a3c7af9b8250e18cabaa173e2478b

[ "MIT" ]

null

Mundo 1/Desafio/021.py

LeonardoJosedaSilveira/Curso-de-python

e5b7920ce75a3c7af9b8250e18cabaa173e2478b

[ "MIT" ]

null

Mundo 1/Desafio/021.py

LeonardoJosedaSilveira/Curso-de-python

e5b7920ce75a3c7af9b8250e18cabaa173e2478b

[ "MIT" ]

null

import playsound # 021.mp3 é o caminho com o nome do arquivo print('\033[02;31;43mVoce ta ouvindo uma musica legal.\033[m') playsound.playsound('021.mp3')

26

62

0.75

28

156

4.178571

0.785714

0.205128

0.25641

0

0.147059

0.128205

156

5

63

31.2

0.713235

0.262821

0

0.535714

0

1

0

true

0

0.333333

0

0.333333

1

0

null

1

0

1

0

null

0

1

0

1

0

6

52a3ee1d8ad9aa34f9204c8ece781588e3812471

230

py

Python

qutip/qip/gates.py

camponogaraviera/qutip

1b1f6dffcb3ab97f11b8c6114293e09f378d2e8f

[ "BSD-3-Clause" ]

1,205

2015-01-02T16:23:42.000Z

2022-03-31T03:21:21.000Z

qutip/qip/gates.py

camponogaraviera/qutip

1b1f6dffcb3ab97f11b8c6114293e09f378d2e8f

[ "BSD-3-Clause" ]

1,361

2015-01-09T23:38:25.000Z

2022-03-31T12:26:07.000Z

qutip/qip/gates.py

camponogaraviera/qutip

1b1f6dffcb3ab97f11b8c6114293e09f378d2e8f

[ "BSD-3-Clause" ]

569

2015-01-19T06:15:33.000Z

2022-03-28T20:43:39.000Z

import warnings from qutip.qip.operations.gates import * warnings.warn( "Importation from qutip.qip.gates is deprecated." "Please use e.g.\n from qutip.qip.operations import cnot\n", DeprecationWarning, stacklevel=2)

28.75

64

0.752174

32

230

5.40625

0.625

0.156069

0.208092

0.254335

0

0.005102

0.147826

230

7

65

32.857143

0.877551

0

0.452174

0

1

0

true

0

0.666667

0

0.666667

0

null

0

1

0

1

0

null

0

1

0

1

0

1

0

6

d82bf5874707166dfb3e385e8310cc7c7bc718f3

27

py

Python

freqerica/__init__.py

ymtz03/freqerica

d79e76181a037da5c11b47f8a4e1bf4387a0468f

[ "BSD-2-Clause" ]

1

2020-05-08T15:28:04.000Z

freqerica/__init__.py

ymtz03/freqerica

d79e76181a037da5c11b47f8a4e1bf4387a0468f

[ "BSD-2-Clause" ]

null

freqerica/__init__.py

ymtz03/freqerica

d79e76181a037da5c11b47f8a4e1bf4387a0468f

[ "BSD-2-Clause" ]

null

from .kernel import kernel

13.5

26

0.814815

4

27

5.5

0.75

0

0.148148

27

1

27

0.956522

0

1

0

true

0

1

0

1

0

1

0

null

0

1

0

null

0

1

0

1

0

1

0

6

dc1f74fe8a33af483b64c589279c73d4a7ac48a0

824

py

Python

tests/test_provider_sethvargo_filesystem.py

mjuenema/python-terrascript

6d8bb0273a14bfeb8ff8e950fe36f97f7c6e7b1d

[ "BSD-2-Clause" ]

507

2017-07-26T02:58:38.000Z

2022-01-21T12:35:13.000Z

tests/test_provider_sethvargo_filesystem.py

mjuenema/python-terrascript

6d8bb0273a14bfeb8ff8e950fe36f97f7c6e7b1d

[ "BSD-2-Clause" ]

135

2017-07-20T12:01:59.000Z

2021-10-04T22:25:40.000Z

tests/test_provider_sethvargo_filesystem.py

mjuenema/python-terrascript

6d8bb0273a14bfeb8ff8e950fe36f97f7c6e7b1d

[ "BSD-2-Clause" ]

81

2018-02-20T17:55:28.000Z

2022-01-31T07:08:40.000Z

# tests/test_provider_sethvargo_filesystem.py # Automatically generated by tools/makecode.py (24-Sep-2021 15:16:21 UTC) def test_provider_import(): import terrascript.provider.sethvargo.filesystem def test_resource_import(): from terrascript.resource.sethvargo.filesystem import filesystem_file_reader from terrascript.resource.sethvargo.filesystem import filesystem_file_writer # TODO: Shortcut imports without namespace for official and supported providers. # TODO: This has to be moved into a required_providers block. # def test_version_source(): # # import terrascript.provider.sethvargo.filesystem # # t = terrascript.provider.sethvargo.filesystem.filesystem() # s = str(t) # # assert 'https://github.com/sethvargo/terraform-provider-filesystem' in s # assert '0.2.0' in s

30.518519

80

0.769417

105

824

5.904762

0.552381

0.183871

0.174194

0.183871

0.341935

0.2

0

0.021246

0.143204

824

26

81

31.692308

0.856941

0.628641

0

1

0

0.038462

0

1

0.4

true

0

1

0

1.4

0

null

0

1

0

1

0

null

0

1

0

1

0

1

0

6

dc21f61da53f83d4f1358e87a81569f6a53a0e3a

70

py

Python

kinlin/callbacks/__init__.py

the-lay/kinlin

ce7c95d46d130049e356104ba77fad51bc59fb3f

[ "MIT" ]

null

kinlin/callbacks/__init__.py

the-lay/kinlin

ce7c95d46d130049e356104ba77fad51bc59fb3f

[ "MIT" ]

null

kinlin/callbacks/__init__.py

the-lay/kinlin

ce7c95d46d130049e356104ba77fad51bc59fb3f

[ "MIT" ]

null

from .history import TensorboardCallback, ExcelMetricsLogger, History

35

69

0.871429

6

70

10.166667

0.833333

0

0.085714

70

1

70

0.953125

0

1

0

true

0

1

0

1

0

1

0

1

null

0

1

0

null

0

1

0

1

0

1

0

6

dc6ace54a4183b1048f00a8b60478230eb788df7

74

py

Python

templates/main.py

s1113950/pak

d92bd24663addf5a2e197d865c9d198272642346

[ "Apache-2.0" ]

null

templates/main.py

s1113950/pak

d92bd24663addf5a2e197d865c9d198272642346

[ "Apache-2.0" ]

null

templates/main.py

s1113950/pak

d92bd24663addf5a2e197d865c9d198272642346

[ "Apache-2.0" ]

null

def main(): print("${app} template has been successfully installed!")

24.666667

61

0.689189

9

74

5.666667

1

0

0.162162

74

2

62

37

0.822581

0

0.648649

0

1

0.5

true

0

0.5

1

0

null

0

1

0

1

0

null

0

1

0

1

0

6

dc7b9ea54a68461de7099e906b304e2945d8af5c

173

py

Python

examples/zh-cn/api/blueprints.py

yulix/restful-api-contract

fe1a9364f295b79dd668d3a82f9ff2c7ff1b6618

[ "MIT" ]

null

examples/zh-cn/api/blueprints.py

yulix/restful-api-contract

fe1a9364f295b79dd668d3a82f9ff2c7ff1b6618

[ "MIT" ]

null

examples/zh-cn/api/blueprints.py

yulix/restful-api-contract

fe1a9364f295b79dd668d3a82f9ff2c7ff1b6618

[ "MIT" ]

null

from .. import app from .captcha import captcha_api from .sms import sms_api # Register API buleprint app.register_blueprint(captcha_api) app.register_blueprint(sms_api)

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py

Python

vis/__init__.py

DoubleTwelve/lamarepy

548e6d6514183ab8ceafd1a42097210350a74985

[ "BSD-3-Clause" ]

null

vis/__init__.py

DoubleTwelve/lamarepy

548e6d6514183ab8ceafd1a42097210350a74985

[ "BSD-3-Clause" ]

null

vis/__init__.py

DoubleTwelve/lamarepy

548e6d6514183ab8ceafd1a42097210350a74985

[ "BSD-3-Clause" ]

null

from lamarepy import geometry as g from show_q import show_q

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py

Python

tests/bytecode/mp-tests/class3.py

LabAixBidouille/micropython

11aa6ba456287d6c80598a7ebbebd2887ce8f5a2

[ "MIT" ]

303

2015-07-11T17:12:55.000Z

2018-01-08T03:02:37.000Z

tests/bytecode/mp-tests/class3.py

LabAixBidouille/micropython

11aa6ba456287d6c80598a7ebbebd2887ce8f5a2

[ "MIT" ]

13

2016-05-12T16:51:22.000Z

2018-01-10T22:33:25.000Z

tests/bytecode/mp-tests/class3.py

LabAixBidouille/micropython

11aa6ba456287d6c80598a7ebbebd2887ce8f5a2

[ "MIT" ]

26

2018-01-18T09:15:33.000Z

2022-02-07T13:09:14.000Z

class A: def f(x): return x def g(y): def h(z): return x + y + z h(y) A() A.f(1) A.g(2)(3)

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py

Python

ghostipy/utils.py

kemerelab/ghostipy

e931e7553409e999c168074365a7700c8ff83171

[ "Apache-2.0" ]

9

2021-07-28T09:29:55.000Z

2022-03-17T16:17:22.000Z

ghostipy/utils.py

kemerelab/ghostipy

e931e7553409e999c168074365a7700c8ff83171

[ "Apache-2.0" ]

5

2021-07-20T01:00:38.000Z

2022-01-27T00:06:17.000Z

ghostipy/utils.py

kemerelab/ghostipy

e931e7553409e999c168074365a7700c8ff83171

[ "Apache-2.0" ]

1

2022-02-04T22:59:52.000Z

import numpy as np __all__ = ['hz_to_normalized_rad', 'normalized_rad_to_hz'] def hz_to_normalized_rad(freqs, fs): return freqs / fs * 2 * np.pi def normalized_rad_to_hz(rad, fs): return rad / np.pi * fs / 2

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52152c7be406ee65ec8d704224a66ce6ff41d7b8

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py

Python

todb/__init__.py

emkor/todb

40a492ea6dc6181fbb3861072ebf512d2a633f04

[ "MIT" ]

null

todb/__init__.py

emkor/todb

40a492ea6dc6181fbb3861072ebf512d2a633f04

[ "MIT" ]

null

todb/__init__.py

emkor/todb

40a492ea6dc6181fbb3861072ebf512d2a633f04

[ "MIT" ]

null

from todb.main import todb from todb.params import InputParams

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5243af0eb677f1c2bf0cf313e87c8ba323328266

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py

Python

usr_dir/__init__.py

thomasehuang/tensor2tensor

33f3ca44b8e1aa1f1149190f8d2cd1aa81032461

[ "Apache-2.0" ]

null

usr_dir/__init__.py

thomasehuang/tensor2tensor

33f3ca44b8e1aa1f1149190f8d2cd1aa81032461

[ "Apache-2.0" ]

null

usr_dir/__init__.py

thomasehuang/tensor2tensor

33f3ca44b8e1aa1f1149190f8d2cd1aa81032461

[ "Apache-2.0" ]

null

from . import data_generators

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5263e5bccc39673dd776a344a77421379f771015

47

py

Python

LayerHessians/hessian/__init__.py

yashkhasbage25/HTR

192718f15fafc283d31c22c75fd5e75b31e4db91

[ "MIT" ]

null

LayerHessians/hessian/__init__.py

yashkhasbage25/HTR

192718f15fafc283d31c22c75fd5e75b31e4db91

[ "MIT" ]

null

LayerHessians/hessian/__init__.py

yashkhasbage25/HTR

192718f15fafc283d31c22c75fd5e75b31e4db91

[ "MIT" ]

null

from .hessian import FullHessian, LayerHessian

23.5

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bfdb1b309d123665d3da0d69d0b7f0128185f801

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py

Python

pgquery_old/__init__.py

deknowny/pgquery

e8f9093f05fc0825886ba443cd648b5653040088

[ "MIT" ]

2

2021-10-01T21:14:23.000Z

2022-01-29T19:51:55.000Z

pgquery_old/__init__.py

deknowny/genorm

e8f9093f05fc0825886ba443cd648b5653040088

[ "MIT" ]

null

pgquery_old/__init__.py

deknowny/genorm

e8f9093f05fc0825886ba443cd648b5653040088

[ "MIT" ]

null

__version__ = "0.1.0a0" from pgquery.builder.actor import BuildingActor from pgquery.builder.impl.column import Integer, Serial, Text, Varchar from pgquery.builder.impl.literal import literal from pgquery.builder.impl.table import Table

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bfe4a2e97c3bc96909b791cbfd51fac7ecf0bdf7

154

py

Python

jax_models/__init__.py

DarshanDeshpande/jax-models

ae5750540f142572ff7f276b927a9cdb5195fd23

[ "Apache-2.0" ]

61

2022-01-08T19:06:48.000Z

2022-03-28T07:56:19.000Z

jax_models/__init__.py

DarshanDeshpande/jax-models

ae5750540f142572ff7f276b927a9cdb5195fd23

[ "Apache-2.0" ]

1

2022-02-27T01:15:57.000Z

2022-02-28T13:31:50.000Z

jax_models/__init__.py

DarshanDeshpande/jax-models

ae5750540f142572ff7f276b927a9cdb5195fd23

[ "Apache-2.0" ]

2

2022-01-09T10:01:49.000Z

2022-02-03T23:19:24.000Z

from . import activations from . import initializers from . import layers from . import models from .models.model_registry import list_models, load_model

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py

Python

test/test.py

dhiabenfraj/Qget

27f17ee6559e492e74533ed64b73488c353cf269

[ "MIT" ]

1

2021-07-07T21:58:26.000Z

test/test.py

dhiabenfraj/Qget

27f17ee6559e492e74533ed64b73488c353cf269

[ "MIT" ]

null

test/test.py

dhiabenfraj/Qget

27f17ee6559e492e74533ed64b73488c353cf269

[ "MIT" ]

null

from ..core import test

23

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1

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1

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6

8719938f2c021c751d1427c2cfe910776b37f843

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py

Python

tests/test_types.py

biosustain/gnomic

a6e6bbfdd6b42e888a3d1c361847ae7bb87c766e

[ "Apache-2.0" ]

9

2015-07-13T14:15:11.000Z

2020-11-20T18:42:08.000Z

tests/test_types.py

biosustain/gnomic

a6e6bbfdd6b42e888a3d1c361847ae7bb87c766e

[ "Apache-2.0" ]

33

2015-06-19T08:47:19.000Z

2017-09-04T11:30:39.000Z

tests/test_types.py

biosustain/gnomic

a6e6bbfdd6b42e888a3d1c361847ae7bb87c766e

[ "Apache-2.0" ]

4

2015-10-15T19:10:54.000Z

2020-01-22T09:53:18.000Z

from gnomic.types import Feature as F, Fusion def test_fusion_contains(): assert Fusion(F('a'), F('b'), F('c'), F('d')).contains(Fusion(F('b'), F('c'))) is True assert Fusion(F('a'), F('b'), F('c'), F('d')).contains(Fusion(F('a'), F('c'))) is False assert Fusion(F('a'), F('b'), F('c'), F('d')).contains(F('a')) is True assert Fusion(F('a'), F('b'), F('c'), F('d')).contains(F('x')) is False

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872c35818533460a952cb1a53fa2609e9d3585f0

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py

Python

trtools/charting/api.py

dalejung/trtools

39db1d72269f43e7ba380da5ad28d565137089ed

[ "MIT" ]

3

2015-01-13T01:03:22.000Z

2016-04-20T03:27:11.000Z

trtools/charting/api.py

dalejung/trtools

39db1d72269f43e7ba380da5ad28d565137089ed

[ "MIT" ]

null

trtools/charting/api.py

dalejung/trtools

39db1d72269f43e7ba380da5ad28d565137089ed

[ "MIT" ]

1

2019-10-16T19:13:47.000Z

from ts_charting import *

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875952b9744afa889de0c9dbfe04a7449fa2ee22

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py

Python

taboo/defender/__init__.py

haoxizhong/taboo

62ff4bd172dcdd9ea7be68b6c63a639dcbf2b49d

[ "MIT" ]

null

taboo/defender/__init__.py

haoxizhong/taboo

62ff4bd172dcdd9ea7be68b6c63a639dcbf2b49d

[ "MIT" ]

null

taboo/defender/__init__.py

haoxizhong/taboo

62ff4bd172dcdd9ea7be68b6c63a639dcbf2b49d

[ "MIT" ]

null

from .defender import TabooDefender

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6

875f48a8750a8948ca911f41ca81eee06ebbf4f4

43

py

Python

doctr/models/artefacts/__init__.py

mzeidhassan/doctr

14b376e07d31b09b6bd31bceebf6ffb477c30f08

[ "Apache-2.0" ]

628

2021-02-13T21:49:37.000Z

2022-03-31T19:48:57.000Z

doctr/models/artefacts/__init__.py

mzeidhassan/doctr

14b376e07d31b09b6bd31bceebf6ffb477c30f08

[ "Apache-2.0" ]

694

2021-02-08T15:23:38.000Z

2022-03-31T07:24:59.000Z

doctr/models/artefacts/__init__.py

mzeidhassan/doctr

14b376e07d31b09b6bd31bceebf6ffb477c30f08

[ "Apache-2.0" ]

90

2021-04-28T05:39:02.000Z

2022-03-31T06:48:36.000Z

from .barcode import * from .face import *

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8774d2ff578357700ec356c81bc564547e7db736

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py

Python

app/modules/__init__.py

janlycn/flask-restful-demo

905301fe62cdbb17ddccc80aca0d9d16ec43dc64

[ "Apache-2.0" ]

1

2018-07-20T03:37:40.000Z

app/modules/__init__.py

janlycn/flask-restful-demo

905301fe62cdbb17ddccc80aca0d9d16ec43dc64

[ "Apache-2.0" ]

null

app/modules/__init__.py

janlycn/flask-restful-demo

905301fe62cdbb17ddccc80aca0d9d16ec43dc64

[ "Apache-2.0" ]

null

from lib.extensions import db

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6

5e4245b835f369ca5ba78f02ae78ba1152a31da4

7,430

py

Python

hyperion/model/tests/test_amr_checks.py

christopherlovell/hyperion

f65c253abf0bdf174a9302666bc2fec57f7ae7da

[ "BSD-2-Clause" ]

37

2015-01-29T20:58:04.000Z

2022-03-10T23:36:39.000Z

hyperion/model/tests/test_amr_checks.py

christopherlovell/hyperion

f65c253abf0bdf174a9302666bc2fec57f7ae7da

[ "BSD-2-Clause" ]

83

2015-01-07T11:04:08.000Z

2022-02-16T16:26:33.000Z

hyperion/model/tests/test_amr_checks.py

christopherlovell/hyperion

f65c253abf0bdf174a9302666bc2fec57f7ae7da

[ "BSD-2-Clause" ]

17

2015-04-21T13:17:41.000Z

2021-12-06T02:42:20.000Z

from distutils.version import LooseVersion import pytest import numpy as np from .. import Model, ModelOutput from .test_helpers import random_id, get_test_dust from ...grid import AMRGrid try: import yt except: YT_VERSION = None else: if LooseVersion(yt.__version__) >= LooseVersion('3'): YT_VERSION = 3 else: YT_VERSION = 2 @pytest.mark.parametrize(('direction'), ['x', 'y', 'z']) def test_amr_differing_widths(tmpdir, direction): # Widths of grids in same level are not the same dust = get_test_dust() amr = AMRGrid() level1 = amr.add_level() grid1 = level1.add_grid() grid1.nx = grid1.ny = grid1.nz = 4 grid1.xmin = grid1.ymin = grid1.zmin = -10. grid1.xmax = grid1.ymax = grid1.zmax = +10. grid1.quantities['density'] = np.ones(grid1.shape) * 1.e-10 grid2 = level1.add_grid() grid2.nx = grid2.ny = grid2.nz = 4 grid2.xmin = grid2.ymin = grid2.zmin = -10. grid2.xmax = grid2.ymax = grid2.zmax = +10. grid2.quantities['density'] = np.ones(grid2.shape) * 1.e-10 setattr(grid2, direction + 'min', -10.1) m = Model() m.set_grid(amr) m.add_density_grid(amr['density'], dust) m.set_n_photons(initial=1, imaging=0) m.write(tmpdir.join(random_id()).strpath) log_file = tmpdir.join(random_id()).strpath with pytest.raises(SystemExit) as exc: m.run(tmpdir.join(random_id()).strpath, logfile=log_file) assert exc.value.args[0] == 'An error occurred, and the run did not ' + \ 'complete' assert ('Grids 1 and 2 in level 1 have differing cell widths in the %s \n direction ( 5.0000E+00 and 5.0250E+00 respectively)' % direction) in open(log_file).read() @pytest.mark.parametrize(('direction'), ['x', 'y', 'z']) def test_amr_misaligned_grids_same_level(tmpdir, direction): # Widths of grids in same level are not the same dust = get_test_dust() amr = AMRGrid() level1 = amr.add_level() grid1 = level1.add_grid() grid1.nx = grid1.ny = grid1.nz = 4 grid1.xmin = grid1.ymin = grid1.zmin = -10. grid1.xmax = grid1.ymax = grid1.zmax = +10. grid1.quantities['density'] = np.ones(grid1.shape) * 1.e-10 grid2 = level1.add_grid() grid2.nx = grid2.ny = grid2.nz = 4 grid2.xmin = grid2.ymin = grid2.zmin = -10. grid2.xmax = grid2.ymax = grid2.zmax = +10. grid2.quantities['density'] = np.ones(grid2.shape) * 1.e-10 setattr(grid2, direction + 'min', -10.1) setattr(grid2, direction + 'max', 9.9) m = Model() m.set_grid(amr) m.add_density_grid(amr['density'], dust) m.set_n_photons(initial=1, imaging=0) m.write(tmpdir.join(random_id()).strpath) log_file = tmpdir.join(random_id()).strpath with pytest.raises(SystemExit) as exc: m.run(tmpdir.join(random_id()).strpath, logfile=log_file) assert exc.value.args[0] == 'An error occurred, and the run did not ' + \ 'complete' assert ('Grids 1 and 2 in level 1 have edges that are not separated by \n an integer number of cells in the %s direction' % direction) in open(log_file).read() @pytest.mark.parametrize(('direction'), ['x', 'y', 'z']) def test_amr_non_integer_refinement(tmpdir, direction): # Widths of grids in same level are not the same dust = get_test_dust() amr = AMRGrid() level1 = amr.add_level() grid1 = level1.add_grid() grid1.nx = grid1.ny = grid1.nz = 4 grid1.xmin = grid1.ymin = grid1.zmin = -10. grid1.xmax = grid1.ymax = grid1.zmax = +10. grid1.quantities['density'] = np.ones(grid1.shape) * 1.e-10 level2 = amr.add_level() grid2 = level2.add_grid() grid2.nx = grid2.ny = grid2.nz = 4 grid2.xmin = grid2.ymin = grid2.zmin = -5. grid2.xmax = grid2.ymax = grid2.zmax = +5. grid2.quantities['density'] = np.ones(grid2.shape) * 1.e-10 setattr(grid2, direction + 'min', -6.) m = Model() m.set_grid(amr) m.add_density_grid(amr['density'], dust) m.set_n_photons(initial=1, imaging=0) m.write(tmpdir.join(random_id()).strpath) log_file = tmpdir.join(random_id()).strpath with pytest.raises(SystemExit) as exc: m.run(tmpdir.join(random_id()).strpath, logfile=log_file) assert exc.value.args[0] == 'An error occurred, and the run did not ' + \ 'complete' assert ('Refinement factor in the %s direction between level 1 and \n level 2 is not an integer (1.818)' % direction) in open(log_file).read() @pytest.mark.parametrize(('direction'), ['x', 'y', 'z']) def test_amr_not_aligned_across_levels(tmpdir, direction): # Widths of grids in same level are not the same dust = get_test_dust() amr = AMRGrid() level1 = amr.add_level() grid1 = level1.add_grid() grid1.nx = grid1.ny = grid1.nz = 4 grid1.xmin = grid1.ymin = grid1.zmin = -10. grid1.xmax = grid1.ymax = grid1.zmax = +10. grid1.quantities['density'] = np.ones(grid1.shape) * 1.e-10 level2 = amr.add_level() grid2 = level2.add_grid() grid2.nx = grid2.ny = grid2.nz = 4 grid2.xmin = grid2.ymin = grid2.zmin = -5. grid2.xmax = grid2.ymax = grid2.zmax = +5. grid2.quantities['density'] = np.ones(grid2.shape) * 1.e-10 setattr(grid2, direction + 'min', -6.) setattr(grid2, direction + 'max', 4.) m = Model() m.set_grid(amr) m.add_density_grid(amr['density'], dust) m.set_n_photons(initial=1, imaging=0) m.write(tmpdir.join(random_id()).strpath) log_file = tmpdir.join(random_id()).strpath with pytest.raises(SystemExit) as exc: m.run(tmpdir.join(random_id()).strpath, logfile=log_file) assert exc.value.args[0] == 'An error occurred, and the run did not ' + \ 'complete' assert ('Grid 1 in level 2 is not aligned with cells in level 1 in the \n %s direction' % direction) in open(log_file).read() @pytest.mark.skipif("YT_VERSION is None") def test_shadowing_regression(tmpdir): from ...grid.tests.yt_compat import get_frb # Regression test for a bug that caused photons escaping from some grids to # be terminated. amr = AMRGrid() level = amr.add_level() grid = level.add_grid() grid.xmin, grid.xmax = -1, 1 grid.ymin, grid.ymax = -1, 1 grid.zmin, grid.zmax = -1, 1 grid.nx, grid.ny, grid.nz = 8, 8, 8 grid.quantities['density'] = np.ones((grid.nz, grid.ny, grid.nx)) level = amr.add_level() grid = level.add_grid() grid.xmin, grid.xmax = 0.5, 1 grid.ymin, grid.ymax = -0.5, 0.5 grid.zmin, grid.zmax = -0.5, 0.5 grid.nx, grid.ny, grid.nz = 4, 8, 8 grid.quantities['density'] = np.ones((grid.nz, grid.ny, grid.nx)) m = Model() m.set_grid(amr) m.add_density_grid(amr['density'], get_test_dust()) s = m.add_point_source() s.luminosity = 100 s.temperature = 10000 s.position = (0.0001, 0.0001, 0.0001) m.set_n_photons(initial=1e5, imaging=0) m.write(tmpdir.join(random_id()).strpath) mo = m.run(tmpdir.join(random_id()).strpath) from yt.mods import SlicePlot g = mo.get_quantities() pf = g.to_yt() prj = SlicePlot(pf, 'y', ['density', 'temperature'], center=[0.0, 0.0, 0.0]) # With bug, value was lower because there were shadowed regions assert 12. < get_frb(prj, 'temperature').min() < 13.

31.218487

179

0.630148

1,119

7,430

4.079535

0.150134

0.026287

0.049069

0.055203

0.762979

0.747426

0.73954

0.733187

0.724644

0

0.05033

0.224495

7,430

237

180

31.350211

0.74193

0.045491

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0.708075

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0.055901

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0

null

0

1

0

1

0

null

0

6

5ec010616918b5f9eb7a19f2b69feb4ddf284575

59

py

Python

sklearn_gbm_ots/__init__.py

aradnaev/sklearn_gbm_ots

ed5d2afc02d8d3e8335c891770eb73b09b49c0ce

[ "MIT", "BSD-3-Clause" ]

null

sklearn_gbm_ots/__init__.py

aradnaev/sklearn_gbm_ots

ed5d2afc02d8d3e8335c891770eb73b09b49c0ce

[ "MIT", "BSD-3-Clause" ]

null

sklearn_gbm_ots/__init__.py

aradnaev/sklearn_gbm_ots

ed5d2afc02d8d3e8335c891770eb73b09b49c0ce

[ "MIT", "BSD-3-Clause" ]

null

from sklearn_gbm_ots.sklearn_gbm_wrapper import GBMwrapper

29.5

58

0.915254

9

59

5.555556

0.777778

0.4

0

0.067797

59

1

59

0.909091

0

1

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true

0

1

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0

null

0

1

0

1

0

1

0

6

5ecbaa5972609aea0a8fb3c3542ad5f8dcd731c5

30

py

Python

jk.py

validio-web/JavaPrograms

ff05e10135e5d5a527f70f67af683f5f99cd7bd6

[ "MIT" ]

null

jk.py

validio-web/JavaPrograms

ff05e10135e5d5a527f70f67af683f5f99cd7bd6

[ "MIT" ]

null

jk.py

validio-web/JavaPrograms

ff05e10135e5d5a527f70f67af683f5f99cd7bd6

[ "MIT" ]

null

print "welcome to the jungle"

15

29

0.766667

5

30

4.6

1

0

0.166667

30

1

30

0.92

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0.7

0

null

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null

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null

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1

0

null

0

1

0

1

0

6

0d6c6a31ee2dcded3d58deceaa07ea08c9e07ee6

11,116

py

Python

finicityapi/controllers/consumer_controller.py

monarchmoney/finicity-python

b2ab1ded435db75c78d42261f5e4acd2a3061487

[ "MIT" ]

null

finicityapi/controllers/consumer_controller.py

monarchmoney/finicity-python

b2ab1ded435db75c78d42261f5e4acd2a3061487

[ "MIT" ]

null

finicityapi/controllers/consumer_controller.py

monarchmoney/finicity-python

b2ab1ded435db75c78d42261f5e4acd2a3061487

[ "MIT" ]

null

# -*- coding: utf-8 -*- from finicityapi.api_helper import APIHelper from finicityapi.configuration import Configuration from finicityapi.controllers.base_controller import BaseController from finicityapi.http.auth.custom_header_auth import CustomHeaderAuth from finicityapi.models.consumer import Consumer from finicityapi.models.create_consumer_response import CreateConsumerResponse from finicityapi.exceptions.error_1_error_exception import Error1ErrorException class ConsumerController(BaseController): """A Controller to access Endpoints in the finicityapi API.""" def get_consumer_for_customer(self, customer_id, accept, content_type): """Does a GET request to /decisioning/v1/customers/{customerId}/consumer. Get the details of a consumer record. If the service is successful, HTTP 200 (Accepted) will be returned. If the customer does not exist, the service will return HTTP 404 (Not Found) Args: customer_id (long|int): Finicity’s ID of the customer accept (string): Replace 'json' with 'xml' if preferred content_type (string): Replace 'json' with 'xml' if preferred Returns: Consumer: Response from the API. Success Raises: APIException: When an error occurs while fetching the data from the remote API. This exception includes the HTTP Response code, an error message, and the HTTP body that was received in the request. """ # Validate required parameters self.validate_parameters(customer_id=customer_id, accept=accept, content_type=content_type) # Prepare query URL _url_path = '/decisioning/v1/customers/{customerId}/consumer' _url_path = APIHelper.append_url_with_template_parameters(_url_path, { 'customerId': customer_id }) _query_builder = Configuration.get_base_uri() _query_builder += _url_path _query_url = APIHelper.clean_url(_query_builder) # Prepare headers _headers = { 'Finicity-App-Key': Configuration.finicity_app_key, 'Accept': accept, 'Content-Type': content_type } # Prepare and execute request _request = self.http_client.get(_query_url, headers=_headers) CustomHeaderAuth.apply(_request) _context = self.execute_request(_request) # Endpoint and global error handling using HTTP status codes. if _context.response.status_code == 404: raise Error1ErrorException('Bad Request', _context) self.validate_response(_context) # Return appropriate type return APIHelper.json_deserialize(_context.response.raw_body, Consumer.from_dictionary) def create_consumer(self, customer_id, body, accept, content_type): """Does a POST request to /decisioning/v1/customers/{customerId}/consumer. Create a consumer record associated with the given customer. A consumer persists as the owner of any reports that are generated, even after the original customer is deleted from the system. A consumer must be created for the given customer before calling any of the Generate Report services. If a consumer already exists for this customer, this service will return HTTP 409 (Conflict). If the consumer is successfully created, the service will return HTTP 201 (Created). Args: customer_id (long|int): Finicity’s ID for the customer body (CreateConsumerRequest): TODO: type description here. Example: accept (string): Replace 'json' with 'xml' if preferred content_type (string): Replace 'json' with 'xml' if preferred Returns: CreateConsumerResponse: Response from the API. Created Raises: APIException: When an error occurs while fetching the data from the remote API. This exception includes the HTTP Response code, an error message, and the HTTP body that was received in the request. """ # Validate required parameters self.validate_parameters(customer_id=customer_id, body=body, accept=accept, content_type=content_type) # Prepare query URL _url_path = '/decisioning/v1/customers/{customerId}/consumer' _url_path = APIHelper.append_url_with_template_parameters(_url_path, { 'customerId': customer_id }) _query_builder = Configuration.get_base_uri() _query_builder += _url_path _query_url = APIHelper.clean_url(_query_builder) # Prepare headers _headers = { 'Finicity-App-Key': Configuration.finicity_app_key, 'Accept': accept, 'Content-Type': content_type } # Prepare and execute request _request = self.http_client.post(_query_url, headers=_headers, parameters=APIHelper.json_serialize(body)) CustomHeaderAuth.apply(_request) _context = self.execute_request(_request) # Endpoint and global error handling using HTTP status codes. if _context.response.status_code == 404: raise Error1ErrorException('Bad Request', _context) self.validate_response(_context) # Return appropriate type return APIHelper.json_deserialize(_context.response.raw_body, CreateConsumerResponse.from_dictionary) def get_consumer(self, consumer_id, accept, content_type): """Does a GET request to /decisioning/v1/consumers/{consumerId}. Get the details of a consumer record. If the service successfully retrieves the consumer record, HTTP 200 will be returned. If the consumer does not exist, the service will return HTTP 404. Args: consumer_id (string): Finicity’s ID of the consumer (UUID with max length 32 characters) accept (string): Replace 'json' with 'xml' if preferred content_type (string): Replace 'json' with 'xml' if preferred Returns: Consumer: Response from the API. Success Raises: APIException: When an error occurs while fetching the data from the remote API. This exception includes the HTTP Response code, an error message, and the HTTP body that was received in the request. """ # Validate required parameters self.validate_parameters(consumer_id=consumer_id, accept=accept, content_type=content_type) # Prepare query URL _url_path = '/decisioning/v1/consumers/{consumerId}' _url_path = APIHelper.append_url_with_template_parameters(_url_path, { 'consumerId': consumer_id }) _query_builder = Configuration.get_base_uri() _query_builder += _url_path _query_url = APIHelper.clean_url(_query_builder) # Prepare headers _headers = { 'Finicity-App-Key': Configuration.finicity_app_key, 'Accept': accept, 'Content-Type': content_type } # Prepare and execute request _request = self.http_client.get(_query_url, headers=_headers) CustomHeaderAuth.apply(_request) _context = self.execute_request(_request) # Endpoint and global error handling using HTTP status codes. if _context.response.status_code == 404: raise Error1ErrorException('Bad Request', _context) self.validate_response(_context) # Return appropriate type return APIHelper.json_deserialize(_context.response.raw_body, Consumer.from_dictionary) def modify_consumer(self, consumer_id, body, accept, content_type): """Does a PUT request to /decisioning/v1/consumers/{consumerId}. Modify the details for an existing consumer. All fields are required for a consumer record, but individual fields for this call are optional because fields that are not specified will be left unchanged. If the service is successful, HTTP 204 (No Content) will be returned. If the consumer does not exist, the service will return HTTP 404. Args: consumer_id (string): Finicity ID of the consumer (UUID with max length 32 characters) body (ModifyConsumerRequest): Consumer details accept (string): Replace 'json' with 'xml' if preferred content_type (string): Replace 'json' with 'xml' if preferred Returns: void: Response from the API. No Content Raises: APIException: When an error occurs while fetching the data from the remote API. This exception includes the HTTP Response code, an error message, and the HTTP body that was received in the request. """ # Validate required parameters self.validate_parameters(consumer_id=consumer_id, body=body, accept=accept, content_type=content_type) # Prepare query URL _url_path = '/decisioning/v1/consumers/{consumerId}' _url_path = APIHelper.append_url_with_template_parameters(_url_path, { 'consumerId': consumer_id }) _query_builder = Configuration.get_base_uri() _query_builder += _url_path _query_url = APIHelper.clean_url(_query_builder) # Prepare headers _headers = { 'Finicity-App-Key': Configuration.finicity_app_key, 'Accept': accept, 'Content-Type': content_type } # Prepare and execute request _request = self.http_client.put(_query_url, headers=_headers, parameters=APIHelper.json_serialize(body)) CustomHeaderAuth.apply(_request) _context = self.execute_request(_request) # Endpoint and global error handling using HTTP status codes. if _context.response.status_code == 404: raise Error1ErrorException('Bad Request', _context) self.validate_response(_context)

41.17037

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5.659189

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0.025614

0.778015

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0

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11,116

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false

0

0.06087

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0.130435

0

null

0

1

0

1

0

null

0

6

0d9cc7612f2e00ee4ab1d28f9946e89d43ce1f78

32

py

Python

Unit 3: Structured Types/Lecture_5_Tuples_and_lists/Exercise: apply to each.py

Hongbin-Ze/MITx-6.00.1

9443e326a9893f7cdb3b74e06025d34b3e1e9fdc

[ "MIT" ]

null

Unit 3: Structured Types/Lecture_5_Tuples_and_lists/Exercise: apply to each.py

Hongbin-Ze/MITx-6.00.1

9443e326a9893f7cdb3b74e06025d34b3e1e9fdc

[ "MIT" ]

null

Unit 3: Structured Types/Lecture_5_Tuples_and_lists/Exercise: apply to each.py

Hongbin-Ze/MITx-6.00.1

9443e326a9893f7cdb3b74e06025d34b3e1e9fdc

[ "MIT" ]

null

def aFunc(a): return abs(a)

10.666667

17

0.59375

6

32

3.166667

0.833333

0

0.25

32

2

18

16

0.791667

0

1

0.5

false

0

0.5

1

0

1

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null

0

1

0

null

0

1

0

1

0

6

0db8e367adf74db3975b54efc018e7078d8335d1

21,311

py

Python

src/systemtest/op-monitoring/xrd-opmon-tests/testcases/test_simple_store_and_query.py

digitaliceland/X-Road

3f4ec6ebd09681629d375a43edfa2f7ea0500ed2

[ "MIT" ]

436

2018-06-02T12:42:25.000Z

2022-03-31T13:51:16.000Z

src/systemtest/op-monitoring/xrd-opmon-tests/testcases/test_simple_store_and_query.py

digitaliceland/X-Road

3f4ec6ebd09681629d375a43edfa2f7ea0500ed2

[ "MIT" ]

355

2018-06-28T13:59:46.000Z

2022-03-09T12:47:14.000Z

src/systemtest/op-monitoring/xrd-opmon-tests/testcases/test_simple_store_and_query.py

digitaliceland/X-Road

3f4ec6ebd09681629d375a43edfa2f7ea0500ed2

[ "MIT" ]

155

2018-06-24T17:58:23.000Z

2022-03-22T01:25:14.000Z

#!/usr/bin/env python3 # The MIT License # Copyright (c) 2016 Estonian Information System Authority (RIA), Population Register Centre (VRK) # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. # Test case for verifying that the operational monitoring related data # of a simple correct X-Road request are stored by the operational # monitoring daemon and can be queried. import os import time import common # Base sizes of request and responses. # Parameters sizes must be added to these values. SIMPLE_QUERY_REQUEST_SOAP_BASE_SIZE = 1461 SIMPLE_QUERY_RESPONSE_SOAP_BASE_SIZE = 1503 QUERY_DATA_CLIENT_REQUEST_SOAP_BASE_SIZE = 1696 QUERY_DATA_CLIENT_RESPONSE_SOAP_BASE_SIZE = 1766 QUERY_DATA_CLIENT_RESPONSE_MIME_BASE_SIZE = 2207 QUERY_DATA_PRODUCER_REQUEST_SOAP_BASE_SIZE = 1681 QUERY_DATA_PRODUCER_RESPONSE_SOAP_BASE_SIZE = 1751 QUERY_DATA_PRODUCER_RESPONSE_MIME_BASE_SIZE = 2194 def _simple_query_request_parameters_size(query_parameters): # Request template: simple_xroad_query_template.xml return ( len(query_parameters["producer_instance"]) + len(query_parameters["producer_class"]) + len(query_parameters["producer_code"]) + len(query_parameters["producer_system"]) + len(query_parameters["client_instance"]) + len(query_parameters["client_class"]) + len(query_parameters["client_code"]) + len(query_parameters["client_system"]) ) def _expected_keys_and_values_of_simple_query_rec( xroad_message_id, security_server_type, query_parameters): request_parameters_size = _simple_query_request_parameters_size(query_parameters) print("Size of simple query request parameters: {}".format(request_parameters_size)) return [ ("clientMemberClass", query_parameters["client_class"]), ("clientMemberCode", query_parameters["client_code"]), ("clientSecurityServerAddress", query_parameters["client_server_address"]), ("clientSubsystemCode", query_parameters["client_system"]), ("clientXRoadInstance", query_parameters["client_instance"]), ("messageId", xroad_message_id), ("messageIssue", "453465"), ("messageProtocolVersion", "4.0"), ("messageUserId", "EE12345678901"), ("representedPartyClass", "COM"), ("representedPartyCode", "UNKNOWN_MEMBER"), ("requestAttachmentCount", 0), ("requestSize", SIMPLE_QUERY_REQUEST_SOAP_BASE_SIZE + request_parameters_size), ("responseAttachmentCount", 0), ("responseSize", SIMPLE_QUERY_RESPONSE_SOAP_BASE_SIZE + request_parameters_size), ("securityServerType", security_server_type), ("serviceCode", "mock"), ("serviceMemberClass", query_parameters["producer_class"]), ("serviceMemberCode", query_parameters["producer_code"]), ("serviceSecurityServerAddress", query_parameters["producer_server_address"]), ("serviceSubsystemCode", query_parameters["producer_system"]), ("serviceVersion", "v1"), ("serviceXRoadInstance", query_parameters["producer_instance"]), ("succeeded", True), ] def _query_data_client_request_parameters_size(query_parameters): # Request template: query_operational_data_client_template.xml return ( 3 * len(query_parameters["client_instance"]) + 3 * len(query_parameters["client_class"]) + 3 * len(query_parameters["client_code"]) + len(query_parameters["client_system"]) + len(query_parameters["client_server_code"]) ) def _expected_keys_and_values_of_query_data_client_rec( xroad_message_id, security_server_type, query_parameters): request_parameters_size = _query_data_client_request_parameters_size(query_parameters) print("Size of query data client request parameters: {}".format(request_parameters_size)) return [ ("clientMemberClass", query_parameters["client_class"]), ("clientMemberCode", query_parameters["client_code"]), ("clientSecurityServerAddress", query_parameters["client_server_address"]), ("clientSubsystemCode", query_parameters["client_system"]), ("clientXRoadInstance", query_parameters["client_instance"]), ("messageId", xroad_message_id), ("messageProtocolVersion", "4.0"), ("requestAttachmentCount", 0), ("requestSize", QUERY_DATA_CLIENT_REQUEST_SOAP_BASE_SIZE + request_parameters_size), ("responseAttachmentCount", 1), ("securityServerType", security_server_type), ("serviceCode", "getSecurityServerOperationalData"), ("serviceMemberClass", query_parameters["client_class"]), ("serviceMemberCode", query_parameters["client_code"]), ("serviceSecurityServerAddress", query_parameters["client_server_address"]), ("serviceVersion", "красивая родина"), ("serviceXRoadInstance", query_parameters["client_instance"]), ("succeeded", True), ] def _query_data_producer_request_parameters_size(query_parameters): # Request template: query_operational_data_producer_template.xml return ( 3 * len(query_parameters["producer_instance"]) + 3 * len(query_parameters["producer_class"]) + 3 * len(query_parameters["producer_code"]) + len(query_parameters["producer_system"]) + len(query_parameters["producer_server_code"]) ) def _expected_keys_and_values_of_query_data_producer_rec( xroad_message_id, security_server_type, query_parameters): # Request template: query_operational_data_producer_template.xml request_parameters_size = _query_data_producer_request_parameters_size(query_parameters) print("Size of query data producer request parameters: {}".format(request_parameters_size)) return [ ("clientMemberClass", query_parameters["producer_class"]), ("clientMemberCode", query_parameters["producer_code"]), ("clientSecurityServerAddress", query_parameters["producer_server_address"]), ("clientSubsystemCode", query_parameters["producer_system"]), ("clientXRoadInstance", query_parameters["producer_instance"]), ("messageId", xroad_message_id), ("messageProtocolVersion", "4.0"), ("requestAttachmentCount", 0), ("requestSize", QUERY_DATA_PRODUCER_REQUEST_SOAP_BASE_SIZE + request_parameters_size), ("responseAttachmentCount", 1), ("securityServerType", security_server_type), ("serviceCode", "getSecurityServerOperationalData"), ("serviceMemberClass", query_parameters["producer_class"]), ("serviceMemberCode", query_parameters["producer_code"]), ("serviceSecurityServerAddress", query_parameters["producer_server_address"]), ("serviceVersion", "[Hüsker Dü?]"), ("serviceXRoadInstance", query_parameters["producer_instance"]), ("succeeded", True), ] def run(request_template_dir, query_parameters): client_security_server_address = query_parameters["client_server_ip"] producer_security_server_address = query_parameters["producer_server_ip"] ssh_user = query_parameters["ssh_user"] xroad_request_template_filename = os.path.join( request_template_dir, "simple_xroad_query_template.xml") query_data_client_template_filename = os.path.join( request_template_dir, "query_operational_data_client_template.xml") query_data_producer_template_filename = os.path.join( request_template_dir, "query_operational_data_producer_template.xml") client_timestamp_before_requests = common.get_remote_timestamp( client_security_server_address, ssh_user) producer_timestamp_before_requests = common.get_remote_timestamp( producer_security_server_address, ssh_user) xroad_message_id = common.generate_message_id() print("\nGenerated message ID {} for X-Road request".format(xroad_message_id)) # Regular and operational data requests and the relevant checks print("\n---- Sending an X-Road request to the client's security server ----\n") request_contents = common.format_xroad_request_template( xroad_request_template_filename, xroad_message_id, query_parameters) print("Generated the following X-Road request: \n") print(request_contents) request_xml = common.parse_and_clean_xml(request_contents) # Headers of the original request xroad_request_headers = request_xml.getElementsByTagName( "SOAP-ENV:Header")[0].toprettyxml() response = common.post_xml_request( client_security_server_address, request_contents) print("Received the following X-Road response: \n") xml = common.parse_and_clean_xml(response.text) print(xml.toprettyxml()) common.check_soap_fault(xml) common.wait_for_operational_data() client_timestamp_after_requests = common.get_remote_timestamp( client_security_server_address, ssh_user) producer_timestamp_after_requests = common.get_remote_timestamp( producer_security_server_address, ssh_user) # Now make operational data requests to both security servers and # check the response payloads. print("\n---- Sending an operational data request to the client's security server ----\n") message_id = common.generate_message_id() message_id_client = message_id print("Generated message ID {} for query data request".format(message_id)) request_contents = common.format_query_operational_data_request_template( query_data_client_template_filename, message_id, client_timestamp_before_requests, client_timestamp_after_requests, query_parameters) print("Generated the following query data request for the client's security server: \n") print(request_contents) response = common.post_xml_request( client_security_server_address, request_contents, get_raw_stream=True) mime_parts, raw_response = common.parse_multipart_response(response) if mime_parts: soap_part, record_count = common.get_multipart_soap_and_record_count(mime_parts[0]) common.print_multipart_soap_and_record_count(soap_part, record_count) json_payload = common.get_multipart_json_payload(mime_parts[1]) # Check the presence of all the required fields in at least one # JSON structure. common.assert_present_in_json( json_payload, _expected_keys_and_values_of_simple_query_rec( xroad_message_id, "Client", query_parameters)) # As operational data is queried by regular client, the field # 'securityServerInternalIp' is not expected to be included # in the response payload. common.assert_missing_in_json(json_payload, "securityServerInternalIp") # Check if the timestamps in the response are in the expected # range. common.assert_expected_timestamp_values( json_payload, client_timestamp_before_requests, client_timestamp_after_requests) common.print_multipart_query_data_response(json_payload, xroad_message_id) else: common.parse_and_check_soap_response(raw_response) print("\nThe headers of the original request were: \n") print(xroad_request_headers) print("\n---- Sending an operational data request to the producer's " "security server ----\n") message_id = common.generate_message_id() message_id_producer = message_id print("\nGenerated message ID {} for operational data request".format(message_id)) request_contents = common.format_query_operational_data_request_template( query_data_producer_template_filename, message_id, producer_timestamp_before_requests, producer_timestamp_after_requests, query_parameters) print("Generated the following operational data request for the producer's " "security server: \n") print(request_contents) response = common.post_xml_request( producer_security_server_address, request_contents, get_raw_stream=True) mime_parts, raw_response = common.parse_multipart_response(response) if mime_parts: soap_part, record_count = common.get_multipart_soap_and_record_count(mime_parts[0]) common.print_multipart_soap_and_record_count(soap_part, record_count, is_client=False) json_payload = common.get_multipart_json_payload(mime_parts[1]) # Check the presence of all the required fields in at least one # JSON structure. common.assert_present_in_json( json_payload, _expected_keys_and_values_of_simple_query_rec( xroad_message_id, "Producer", query_parameters)) # As operational data is queried by regular client, the field # 'securityServerInternalIp' is not expected to be included # in the response payload. common.assert_missing_in_json(json_payload, "securityServerInternalIp") # Check timestamp values common.assert_expected_timestamp_values( json_payload, producer_timestamp_before_requests, producer_timestamp_after_requests) common.print_multipart_query_data_response( json_payload, xroad_message_id) else: common.parse_and_check_soap_response(raw_response) print("\nThe headers of the original request were: \n") print(xroad_request_headers) # Repeat both query_data requests after a second, to ensure the # initial attempts were also stored in the operational_data table. time.sleep(1) print("\n---- Repeating the query_data request to the client's security server ----\n") client_timestamp_after_requests = common.get_remote_timestamp( client_security_server_address, ssh_user) producer_timestamp_after_requests = common.get_remote_timestamp( producer_security_server_address, ssh_user) message_id = common.generate_message_id() print("\nGenerated message ID {} for operational data request".format(message_id)) request_contents = common.format_query_operational_data_request_template( query_data_client_template_filename, message_id, client_timestamp_before_requests, client_timestamp_after_requests, query_parameters) print("Generated the following operational data request for the client's " "security server: \n") print(request_contents) response = common.post_xml_request( client_security_server_address, request_contents, get_raw_stream=True) mime_parts, raw_response = common.parse_multipart_response(response) if mime_parts: soap_part, record_count = common.get_multipart_soap_and_record_count(mime_parts[0]) common.print_multipart_soap_and_record_count(soap_part, record_count) json_payload = common.get_multipart_json_payload(mime_parts[1]) # Check the presence of the required fields in the JSON # structures. # The record describing the original X-Road request common.assert_present_in_json( json_payload, _expected_keys_and_values_of_simple_query_rec( xroad_message_id, "Client", query_parameters)) # The record describing the query data request at the client # proxy side in the client's security server common.assert_present_in_json( json_payload, _expected_keys_and_values_of_query_data_client_rec( message_id_client, "Client", query_parameters)) # The record describing the query data request at the server # proxy side in the client's security server common.assert_present_in_json( json_payload, _expected_keys_and_values_of_query_data_client_rec( message_id_client, "Producer", query_parameters)) # Check if the value of "responseSize" is in the expected # range. common.assert_response_soap_size_in_range( json_payload, message_id_client, ( QUERY_DATA_CLIENT_RESPONSE_SOAP_BASE_SIZE + _query_data_client_request_parameters_size(query_parameters) ), 2) # Check if the value of "responseMimeSize" is in the expected # range. common.assert_response_mime_size_in_range( json_payload, message_id_client, ( QUERY_DATA_CLIENT_RESPONSE_MIME_BASE_SIZE + _query_data_client_request_parameters_size(query_parameters) ), 2) # As operational data is queried by regular client, the field # 'securityServerInternalIp' is not expected to be included # in the response payload. common.assert_missing_in_json(json_payload, "securityServerInternalIp") # Check timestamp values common.assert_expected_timestamp_values( json_payload, client_timestamp_before_requests, client_timestamp_after_requests) common.print_multipart_query_data_response(json_payload) else: common.parse_and_check_soap_response(raw_response) print("\n----- Repeating the query_data request to the producer's security server ----\n") message_id = common.generate_message_id() print("\nGenerated message ID {} for operational data request".format(message_id)) request_contents = common.format_query_operational_data_request_template( query_data_producer_template_filename, message_id, producer_timestamp_before_requests, producer_timestamp_after_requests, query_parameters) print("Generated the following operational data request for the producer's " "security server: \n") print(request_contents) response = common.post_xml_request( producer_security_server_address, request_contents, get_raw_stream=True) mime_parts, raw_response = common.parse_multipart_response(response) if mime_parts: soap_part, record_count = common.get_multipart_soap_and_record_count(mime_parts[0]) common.print_multipart_soap_and_record_count(soap_part, record_count, is_client=False) json_payload = common.get_multipart_json_payload(mime_parts[1]) # Check the presence of the required fields in the JSON # structures. # The record describing the original X-Road request common.assert_present_in_json( json_payload, _expected_keys_and_values_of_simple_query_rec( xroad_message_id, "Producer", query_parameters)) # The record describing the query data request at the client # proxy side in the producer's security server common.assert_present_in_json( json_payload, _expected_keys_and_values_of_query_data_producer_rec( message_id_producer, "Client", query_parameters)) # The record describing the query data request at the server # proxy side in the producer's security server common.assert_present_in_json( json_payload, _expected_keys_and_values_of_query_data_producer_rec( message_id_producer, "Producer", query_parameters)) # Check if the value of "responseSize" is in the expected # range. common.assert_response_soap_size_in_range( json_payload, message_id_producer, ( QUERY_DATA_PRODUCER_RESPONSE_SOAP_BASE_SIZE + _query_data_producer_request_parameters_size(query_parameters) ), 2) # Check if the value of "responseMimeSize" is in the expected # range. common.assert_response_mime_size_in_range( json_payload, message_id_producer, ( QUERY_DATA_PRODUCER_RESPONSE_MIME_BASE_SIZE + _query_data_producer_request_parameters_size(query_parameters) ), 2) # As operational data is queried by regular client, the field # 'securityServerInternalIp' is not expected to be included # in the response payload. common.assert_missing_in_json(json_payload, "securityServerInternalIp") # Check timestamp values common.assert_expected_timestamp_values( json_payload, producer_timestamp_before_requests, producer_timestamp_after_requests) common.print_multipart_query_data_response(json_payload) else: common.parse_and_check_soap_response(raw_response)

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0.733283

2,494

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5.871291

0.12069

0.077853

0.035853

0.021307

0.819368

0.77887

0.758246

0.730998

0.706822

0.692959

0

0.00505

0.191591

21,311

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45.342553

0.844904

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0

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1

0.022951

false

0

0.009836

0.052459

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0

null

0

1

0

null

0

6

0dc0ab3941d2a0577ef9dd19f4ae678cbe8b2aa3

7,327

py

Python

package/cudamat/cudamat_conv.py

Corvalius/deepnet

5ff6726ae64c248283b9038a0023983bd209a7b0

[ "BSD-3-Clause" ]

1

2018-04-02T08:59:56.000Z

package/cudamat/cudamat_conv.py

Corvalius/deepnet

5ff6726ae64c248283b9038a0023983bd209a7b0

[ "BSD-3-Clause" ]

null

package/cudamat/cudamat_conv.py

Corvalius/deepnet

5ff6726ae64c248283b9038a0023983bd209a7b0

[ "BSD-3-Clause" ]

null

import ctypes as ct import math import pdb import platform if platform.system() == 'Windows': _ConvNet = ct.cdll.LoadLibrary('libcudamat_conv.dll') else: _ConvNet = ct.cdll.LoadLibrary('libcudamat_conv.so') def convUp(images, filters, targets, numModulesX, paddingStart, moduleStride, numImgColors, numGroups=1): """ images - (n_images, img_w**2 * n_chans) filters - (n_filters, filter_w**2 * n_chans) targets - (n_images, n_locs**2 * n_filters) numModulesX - Number of filter locations along an axis. = n_locs paddingStart - Set to k for a k-pixel border of zeros. Usually set to 0. moduleStride - stride to move the filters by. numImgColors - n_chans """ numImages = images.shape[0] numFilters = filters.shape[0] assert targets.shape == (numImages, numFilters * numModulesX * numModulesX), '%s %d %d-%d-%d' % (targets.shape.__str__(), numImages, numFilters, numModulesX, numModulesX) _ConvNet.convUp(images.p_mat, filters.p_mat, targets.p_mat, numModulesX, -paddingStart, moduleStride, numImgColors, numGroups) def convDown(hidSums, filters, targets, numModulesX, paddingStart, moduleStride, filterSizeX, imSizeX, numImgColors): """ hidSums - (n_images, n_locs**2 * n_filters) filters - (n_filters, filter_w**2 * n_chans) targets - (n_images, img_w**2 * n_chans) """ numGroups = 1 numFilters = filters.shape[0] numImages = hidSums.shape[0] numModules = numModulesX**2 assert paddingStart >= 0 assert targets.shape == (numImages, numImgColors * imSizeX * imSizeX) _ConvNet.convDown(hidSums.p_mat, filters.p_mat, targets.p_mat, imSizeX, -paddingStart, moduleStride, numImgColors, numGroups) def convOutp(images, hidSums, targets, numModulesX, paddingStart, filterSizeX, moduleStride, numImgColors): """ images - (n_images, img_w**2 * n_chans) hidSums - (n_images, n_locs**2 * n_filters) targets - (n_filters, filter_w**2 * n_chans) """ numGroups = 1 partialSum = 0 numImages = images.shape[0] numFilters = hidSums.shape[1] / (numModulesX**2) assert targets.shape == (numFilters, numImgColors * filterSizeX * filterSizeX), '%s %d %d-%d-%d' % (targets.shape.__str__(), numFilters, numImgColors, filterSizeX, filterSizeX) _ConvNet.convOutp(images.p_mat, hidSums.p_mat, targets.p_mat, numModulesX, filterSizeX, -paddingStart, moduleStride, numImgColors, 1, 0) def localUp(images, filters, targets, numModulesX, paddingStart, moduleStride, numImgColors, numGroups=1): """ images - (n_images, img_w**2 * n_chans) filters - (n_filters, filter_w**2 * n_chans) targets - (n_images, n_locs**2 * n_filters) numModulesX - Number of filter locations along an axis. = n_locs paddingStart - Set to k for a k-pixel border of zeros. Usually set to 0. moduleStride - stride to move the filters by. numImgColors - n_chans """ numImages = images.shape[0] numFilters = filters.shape[0] assert targets.shape == (numImages, numFilters * numModulesX * numModulesX), '%s %d %d-%d-%d' % (targets.shape.__str__(), numImages, numFilters, numModulesX, numModulesX) _ConvNet.localUp(images.p_mat, filters.p_mat, targets.p_mat, numModulesX, -paddingStart, moduleStride, numImgColors, numGroups) def localDown(hidSums, filters, targets, numModulesX, paddingStart, moduleStride, filterSizeX, imSizeX, numImgColors): """ hidSums - (n_images, n_locs**2 * n_filters) filters - (n_filters, filter_w**2 * n_chans) targets - (n_images, img_w**2 * n_chans) """ numGroups = 1 numFilters = filters.shape[0] numImages = hidSums.shape[0] numModules = numModulesX**2 assert paddingStart >= 0 assert targets.shape == (numImages, numImgColors * imSizeX * imSizeX) _ConvNet.localDown(hidSums.p_mat, filters.p_mat, targets.p_mat, imSizeX, -paddingStart, moduleStride, numImgColors, numGroups) def localOutp(images, hidSums, targets, numModulesX, paddingStart, filterSizeX, moduleStride, numImgColors): """ images - (n_images, img_w**2 * n_chans) hidSums - (n_images, n_locs**2 * n_filters) targets - (n_filters, filter_w**2 * n_chans) """ numGroups = 1 partialSum = 0 numImages = images.shape[0] numFilters = hidSums.shape[1] / (numModulesX**2) assert targets.shape == (numFilters, numModulesX**2 * numImgColors * filterSizeX**2), '%s %d %d-%d-%d' % (targets.shape.__str__(), numFilters, numImgColors, filterSizeX, filterSizeX) _ConvNet.localOutp(images.p_mat, hidSums.p_mat, targets.p_mat, numModulesX, filterSizeX, -paddingStart, moduleStride, numImgColors, numGroups, partialSum) def MaxPool(images, targets, numChannels, subsX, startX, strideX, outputsX): """ images - (n_images, img_w**2 * n_chans) numChannels - number of filter/color channels subsX - width of pooling area startX - pixel where pooling starts strideX - stride outputsX - number of pooling sites """ numImages = images.shape[0] assert targets.shape == (numImages, numChannels * outputsX * outputsX) _ConvNet.MaxPool(images.p_mat, targets.p_mat, numChannels, subsX, startX, strideX, outputsX) def ProbMaxPool(images, rnd, targets, numChannels, subsX, startX, strideX, outputsX): """ images - (n_images, img_w**2 * n_chans) rnd - (n_images, img_w**2 * n_chans) numChannels - number of filter/color channels subsX - width of pooling area startX - pixel where pooling starts strideX - stride outputsX - number of pooling sites """ numImages = images.shape[0] assert targets.shape == (numImages, numChannels * outputsX * outputsX) assert rnd.shape == images.shape _ConvNet.ProbMaxPool(images.p_mat, rnd.p_mat, targets.p_mat, numChannels, subsX, startX, strideX, outputsX) def MaxPoolUndo(images, targets, grad, maxes, subsX, startX, strideX, outputsX): """ images - (n_images, img_w**2 * n_chans) grad - (n_images, outputsX**2 * n_chans) cudamat of deltas/gradients of loss wrt layer outputs. maxes - (n_images, outputsX**2 * n_chans) cudamat of layer outputs. subsX - width of pooling area startX - pixel where pooling starts strideX - stride outputsX - number of pooling sites """ assert targets.shape == images.shape _ConvNet.MaxPoolUndo(images.p_mat, grad.p_mat, maxes.p_mat, targets.p_mat, subsX, startX, strideX, outputsX) def ResponseNorm(images, denoms, targets, numChannels, sizeX, addScale, powScale): assert targets.shape == images.shape assert targets.shape == denoms.shape num_images = images.shape[0] numpixels = images.shape[1] / numChannels imgsize = int(math.sqrt(numpixels)) #assert images.shape[1] == numChannels * numpixels #assert imgsize * imgsize == numpixels #pdb.setrace() _ConvNet.ResponseNorm(images.p_mat, denoms.p_mat, targets.p_mat, numChannels, sizeX, ct.c_float(addScale), ct.c_float(powScale)) def ResponseNormUndo(outGrad, denoms, inGrad, acts, targets, numChannels, sizeX, addScale, powScale): assert targets.shape == outGrad.shape assert targets.shape == denoms.shape assert targets.shape == inGrad.shape assert targets.shape == acts.shape _ConvNet.ResponseNormUndo(outGrad.p_mat, denoms.p_mat, inGrad.p_mat, acts.p_mat, targets.p_mat, numChannels, sizeX, ct.c_float(addScale), ct.c_float(powScale))

39.181818

184

0.711888

930

7,327

5.452688

0.126882

0.027608

0.024847

0.025242

0.827845

0.807533

0.779136

0.744429

0

0.010038

0.170602

7,327

186

185

39.392473

0.82442

0.280879

0

0.436782

0

0.019635

0

0.206897

1

0.126437

false

0

0.045977

0

0.172414

0

null

0

1

0

null

0

6

21c3e1098557143ef1907dc94df0967ca35bba38

6,401

py

Python

regularized-wasserstein-estimator/optimization.py

MarinBallu/regularized-wasserstein-estimator

aeb21778180a5f7b88789ac9640bf0aa90a07552

[ "MIT" ]

null

regularized-wasserstein-estimator/optimization.py

MarinBallu/regularized-wasserstein-estimator

aeb21778180a5f7b88789ac9640bf0aa90a07552

[ "MIT" ]

null

regularized-wasserstein-estimator/optimization.py

MarinBallu/regularized-wasserstein-estimator

aeb21778180a5f7b88789ac9640bf0aa90a07552

[ "MIT" ]

null

from initialize import initialize import timeit import numpy as np import computations ### STOCHASTIC GRADIENT DESCENT def sgd_entropic_regularization(a, b, M, reg1, reg2, numItermax, lr, maxTime): r''' Compute the sgd algorithm with one-sized batches to solve the regularized discrete measures ot dual estimation problem Parameters ---------- a : ndarray, shape (ns,) source measure b : ndarray, shape (nt,) target measure M : ndarray, shape (ns, nt) cost matrix reg1, reg2 : float Regularization terms > 0 numItermax : int number of iteration lr : float learning rate Returns ------- alpha : ndarray, shape (ns,) dual variable beta : ndarray, shape (nt,) dual variable ''' # Initialize variables random_list_a, random_list_b, cur_alpha, cur_beta, cur_S, alpha_list, beta_list, time_list = initialize(a, b, M, numItermax, 1) # Initialize time counter start = timeit.default_timer() for cur_iter in range(numItermax): # Receive the random indices i, j = random_list_a[cur_iter], random_list_b[cur_iter] # Compute the stepsize stepsize = lr / np.sqrt(cur_iter + 1) ## SGD # Compute gradients partial_target = computations.partial_target_meas(b[j], cur_beta[j], reg2, cur_S) grad_alpha, grad_beta = computations.partial_grad_dual(b[j], partial_target, M[i, j], reg1, cur_alpha[i], cur_beta[j]) # Update dual variables cur_alpha[i], cur_beta[j], cur_S = computations.sgd_update(b[j], reg2, cur_alpha[i], cur_beta[j], cur_S, grad_alpha, grad_beta, stepsize) # Update memory for analysis alpha_list.append(np.array(cur_alpha)) beta_list.append(np.array(cur_beta)) t = timeit.default_timer() - start time_list.append(t) # Stopping time if maxTime and t > maxTime: break # Stop time counter stop = timeit.default_timer() # Print info print('Nb iter: ', cur_iter + 1) print('Time: ', stop - start) print('Average iteration time: ', (stop - start) / numItermax) # Return memory of dual variables and time return alpha_list, beta_list, time_list ### BATCHED GRADIENT DESCENT def bgd_entropic_regularization(a, b, M, reg1, reg2, numItermax, batch_size, lr, maxTime): r''' Compute the batched sgd algorithm to solve the regularized discrete measures ot dual estimation problem Parameters ---------- a : ndarray, shape (ns,) source measure b : ndarray, shape (nt,) target measure M : ndarray, shape (ns, nt) cost matrix reg1, reg2 : float Regularization terms > 0 batch_size : int size of the batch numItermax : int number of iteration lr : float learning rate Returns ------- alpha : ndarray, shape (ns,) dual variable beta : ndarray, shape (nt,) dual variable ''' # Initialize variables random_list_a, random_list_b, cur_alpha, cur_beta, cur_S, alpha_list, beta_list, time_list = initialize(a, b, M, numItermax, batch_size) # Initialize time counter start = timeit.default_timer() for cur_iter in range(numItermax): # Receive the random batches of indices batch_a, batch_b = random_list_a[cur_iter * batch_size : (cur_iter + 1) * batch_size], random_list_b[cur_iter * batch_size : (cur_iter + 1) * batch_size] # Compute the stepsize stepsize = stepsize = min(lr / np.sqrt(cur_iter + 1), reg1) / batch_size ## SGD # Compute gradients partial_target = computations.partial_target_meas(b[batch_b], cur_beta[batch_b], reg2, cur_S) grad_alpha, grad_beta = computations.partial_grad_dual(b[batch_b], partial_target, M[batch_a, batch_b], reg1, cur_alpha[batch_a], cur_beta[batch_b]) # Update dual variables cur_alpha, cur_beta, cur_S = computations.bgd_update(b, reg2, cur_alpha, cur_beta, cur_S, grad_alpha, grad_beta, batch_a, batch_b, stepsize) # Update memory for analysis alpha_list.append(np.array(cur_alpha)) beta_list.append(np.array(cur_beta)) t = timeit.default_timer() - start time_list.append(t) # Stopping time if maxTime and t > maxTime: break # Stop time counter stop = timeit.default_timer() # Print info print('Nb iter: ', cur_iter + 1) print('Time: ', stop - start) print('Average iteration time: ', (stop - start) / numItermax) # Return memory of dual variables and time return alpha_list, beta_list, time_list ### SEMI-STOCHASTIC GRADIENT DESCENT def ssgd_entropic_regularization(a, b, M, reg1, reg2, numItermax, lr, maxTime): r''' Compute the semi-sgd algorithm to solve the regularized discrete measures ot dual estimation problem (sgd for alpha, full gradient for beta) Parameters ---------- a : ndarray, shape (ns,) source measure b : ndarray, shape (nt,) target measure M : ndarray, shape (ns, nt) cost matrix reg1, reg2 : float Regularization terms > 0 batch_size : int size of the batch numItermax : int number of iteration lr : float learning rate Returns ------- alpha : ndarray, shape (ns,) dual variable beta : ndarray, shape (nt,) dual variable ''' # Initialize variables random_list_a, useless_random_list_b, cur_alpha, cur_beta, cur_S, alpha_list, beta_list, time_list = initialize(a, b, M, numItermax, 1) # Initialize time counter start = timeit.default_timer() for cur_iter in range(numItermax): # Receive the random indices i = random_list_a[cur_iter] # Compute the stepsize stepsize = lr / np.sqrt(cur_iter + 1) ## SGD # Compute gradients target = computations.dual_to_target(b, reg2, cur_beta) grad_alpha, grad_beta = computations.semi_grad_dual(b, target, M[i], reg1, cur_alpha[i], cur_beta) # Update dual variables cur_alpha[i] += stepsize * grad_alpha cur_beta += stepsize * grad_beta # Update memory for analysis alpha_list.append(np.array(cur_alpha)) beta_list.append(np.array(cur_beta)) t = timeit.default_timer() - start time_list.append(t) # Stopping time if maxTime and t > maxTime: break # Stop time counter stop = timeit.default_timer() # Print info print('Nb iter: ', cur_iter + 1) print('Time: ', stop - start) print('Average iteration time: ', (stop - start) / numItermax) # Return memory of dual variables and time return alpha_list, beta_list, time_list

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6

21e9a6907f5b3b46acccb7f2baa68e74cb020ad7

35

py

Python

tests/test_to_be_removed.py

Farama-Foundation/jump

31524fb6b5bfdd654c71446a1b3f4aef86955f42

[ "Apache-2.0" ]

2

2022-02-25T23:41:13.000Z

2022-02-26T13:22:53.000Z

tests/test_to_be_removed.py

Farama-Foundation/jump

31524fb6b5bfdd654c71446a1b3f4aef86955f42

[ "Apache-2.0" ]

null

tests/test_to_be_removed.py

Farama-Foundation/jump

31524fb6b5bfdd654c71446a1b3f4aef86955f42

[ "Apache-2.0" ]

2

2022-02-25T23:29:50.000Z

2022-03-08T05:42:19.000Z

def test_to_be_removed(): pass

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df0e0aed26bec90479f8f5ad09c24410a1024383

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py

Python

sgi/base/tests/__init__.py

jorgevilaca82/SGI

c3f13d9e3e8f04377d9e23636dc8e35ed5ace35a

[ "MIT" ]

null

sgi/base/tests/__init__.py

jorgevilaca82/SGI

c3f13d9e3e8f04377d9e23636dc8e35ed5ace35a

[ "MIT" ]

8

2019-12-07T13:13:34.000Z

2021-09-02T03:07:25.000Z

sgi/base/tests/__init__.py

jorgevilaca82/SGI

c3f13d9e3e8f04377d9e23636dc8e35ed5ace35a

[ "MIT" ]

null

from .pessoa_tests import * from .unidadeorganizacional_tests import *

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df3bf899638da406b7123ee13fad1b04c0a2568e

59

py

Python

python/dataingest/patents/svc/__init__.py

jiportilla/ontology

8a66bb7f76f805c64fc76cfc40ab7dfbc1146f40

[ "MIT" ]

null

python/dataingest/patents/svc/__init__.py

jiportilla/ontology

8a66bb7f76f805c64fc76cfc40ab7dfbc1146f40

[ "MIT" ]

null

python/dataingest/patents/svc/__init__.py

jiportilla/ontology

8a66bb7f76f805c64fc76cfc40ab7dfbc1146f40

[ "MIT" ]

null

from .generate_src_collection import GenerateSrcCollection

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df493625da55eaea97ae29d15d245add1cb4e501

39

py

Python

pipeline/src/enrich/__init__.py

wellcomecollection/concepts

fcdb23d47ea841bb3b8d2826a8bd8640dc639ccb

[ "MIT" ]

null

pipeline/src/enrich/__init__.py

wellcomecollection/concepts

fcdb23d47ea841bb3b8d2826a8bd8640dc639ccb

[ "MIT" ]

52

2020-04-21T09:13:45.000Z

2022-01-31T09:43:16.000Z

pipeline/src/enrich/__init__.py

wellcomecollection/concepts

fcdb23d47ea841bb3b8d2826a8bd8640dc639ccb

[ "MIT" ]

null

from ..utils import clean, http_client

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df587411f65d34db40c86a1eb7e3c422a977c673

229

py

Python

pycopa/result.py

advaita-krishna-das/pycopa

ed681f86c9c3b418605dbf6b0aee6a63db48458a

[ "MIT" ]

null

pycopa/result.py

advaita-krishna-das/pycopa

ed681f86c9c3b418605dbf6b0aee6a63db48458a

[ "MIT" ]

null

pycopa/result.py

advaita-krishna-das/pycopa

ed681f86c9c3b418605dbf6b0aee6a63db48458a

[ "MIT" ]

null

class ParserResult: def __init__(self, value): self.__value = value def get(self, name): return self.__value.get(name, None) def __getattr__(self, item): return self.__value.get(item, None)

20.818182

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null

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0

null

0

1

0

1

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6

df6719fc088a3a0aaec2c43c101efb49c9214882

40

py

Python

test/tests/test_environments/python_src/foo.py

jithindevasia/fission

4a4ba9d36d92c61c9f22b07e10ec08580957b520

[ "Apache-2.0" ]

6,891

2016-12-24T05:54:27.000Z

2022-03-31T15:55:08.000Z

test/tests/test_environments/python_src/foo.py

jithindevasia/fission

4a4ba9d36d92c61c9f22b07e10ec08580957b520

[ "Apache-2.0" ]

1,840

2016-12-24T18:50:37.000Z

2022-03-31T08:22:23.000Z

test/tests/test_environments/python_src/foo.py

jithindevasia/fission

4a4ba9d36d92c61c9f22b07e10ec08580957b520

[ "Apache-2.0" ]

839

2017-01-13T12:40:55.000Z

2022-03-29T14:44:02.000Z

def bar(): return 'THIS_IS_FOO_BAR'

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0.675

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0.857143

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2

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null

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6

df8350f47114b38736a30f3514c9d0957c34d333

48

py

Python

bc/utils/__init__.py

rjgpinel/rlbc

55a7499e4ad10182d9a84ce3c2494231db6fd3b5

[ "MIT" ]

43

2019-10-16T02:56:13.000Z

2022-01-25T02:04:51.000Z

bc/utils/__init__.py

rjgpinel/rlbc

55a7499e4ad10182d9a84ce3c2494231db6fd3b5

[ "MIT" ]

6

2019-10-16T03:44:24.000Z

2021-06-19T21:59:09.000Z

bc/utils/__init__.py

rjgpinel/rlbc

55a7499e4ad10182d9a84ce3c2494231db6fd3b5

[ "MIT" ]

11

2020-03-23T01:47:46.000Z

2021-11-25T07:43:25.000Z

from .report import Report from . import videos

16

26

0.791667

7

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5.428571

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0.166667

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1

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6

8046ad6d9a8257734d7ffc0c589a44d7c637794d

250

py

Python

db_connect.py

brandon-schabel/web_scraper_playground

1ae4e3b96fb5697b3f8cdf8fa03d2c54c43262e0

[ "MIT" ]

null

db_connect.py

brandon-schabel/web_scraper_playground

1ae4e3b96fb5697b3f8cdf8fa03d2c54c43262e0

[ "MIT" ]

12

2020-09-04T14:35:09.000Z

2022-03-08T22:27:48.000Z

db_connect.py

brandon-schabel/web_scraper_playground

1ae4e3b96fb5697b3f8cdf8fa03d2c54c43262e0

[ "MIT" ]

null

from mongoengine import * from secrets import db_host, db_port, db_user, db_password from schemas import Profile connect('t_database', port=db_port, host=db_host, username=db_user, password=db_password ) def get_profiles(): return Profile.objects

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0.166667

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0

null

0

1

0

null

0

1

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6

338c0d32d73279205660cc399fdf740c48040908

180

py

Python

farmers/admin.py

qinyanjuidavid/Raki

2bca3e6a6f410619c699be8c45cd2cad8aa08e0c

[ "MIT" ]

null

farmers/admin.py

qinyanjuidavid/Raki

2bca3e6a6f410619c699be8c45cd2cad8aa08e0c

[ "MIT" ]

null

farmers/admin.py

qinyanjuidavid/Raki

2bca3e6a6f410619c699be8c45cd2cad8aa08e0c

[ "MIT" ]

null

from django.contrib import admin from farmers.models import ProductCategory from accounts.models import Product admin.site.register(ProductCategory) admin.site.register(Product)

22.5

42

0.85

23

180

6.652174

0.521739

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0.222222

0

0.088889

180

7

43

25.714286

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0

1

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true

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null

0

1

0

1

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1

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6

339d7b0cb0ef6b311050d45855e1289f86442cca

47

py

Python

hello.py

ydeath/Hello

147d2f36599cfa45dddf621d5b0a6c43a156d72b

[ "MIT" ]

null

hello.py

ydeath/Hello

147d2f36599cfa45dddf621d5b0a6c43a156d72b

[ "MIT" ]

null

hello.py

ydeath/Hello

147d2f36599cfa45dddf621d5b0a6c43a156d72b

[ "MIT" ]

null

print("你好") def add(): return 1+1 add()

5.875

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0.276596

47

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null

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1

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1

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6

33c55634f10c709ca36cc80a9cac7247cbd479f4

1,878

py

Python

synth/tests/input_checks/test_input_checks.py

AprilXiaoyanLiu/whitenoise-system

0e94d2cc8114b97a61d5d2e45278428f91f1e687

[ "MIT" ]

63

2020-03-26T15:26:10.000Z

2020-10-22T06:26:38.000Z

synth/tests/input_checks/test_input_checks.py

AprilXiaoyanLiu/whitenoise-system

0e94d2cc8114b97a61d5d2e45278428f91f1e687

[ "MIT" ]

82

2020-03-10T17:54:48.000Z

2020-10-23T02:11:06.000Z

synth/tests/input_checks/test_input_checks.py

AprilXiaoyanLiu/whitenoise-system

0e94d2cc8114b97a61d5d2e45278428f91f1e687

[ "MIT" ]

15

2020-03-10T05:52:14.000Z

2020-10-09T09:09:52.000Z

import pandas as pd import numpy as np from snsynth.pytorch.nn import DPCTGAN, PATECTGAN from snsynth.preprocessors import DPSSTransformer eps = 3.0 batch_size = 20 size = 100 pd_data = pd.DataFrame(columns=["A"], data=np.array(np.arange(0.0, size)).T) np_data = np.array(np.arange(0.0, size)).astype(np.double) class TestInputChecks: def test_input_checks_PATECTGAN_np(self): synth = PATECTGAN(epsilon=eps, batch_size=batch_size) try: synth.train(np_data, categorical_columns=[0], transformer=DPSSTransformer) except ValueError as v: assert str(v).startswith("It looks like") return raise AssertionError("DPCTGAN should have raised a ValueError") def test_input_checks_PATECTGAN_pd(self): synth = PATECTGAN(epsilon=eps, batch_size=batch_size) try: synth.train(pd_data, categorical_columns=["A"], transformer=DPSSTransformer) except ValueError as v: assert str(v).startswith("It looks like") return raise AssertionError("DPCTGAN should have raised a ValueError") def test_input_checks_DPCTGAN_np(self): synth = DPCTGAN(epsilon=eps, batch_size=batch_size) try: synth.train(np_data, categorical_columns=[0], transformer=DPSSTransformer) except ValueError as v: assert str(v).startswith("It looks like") return raise AssertionError("DPCTGAN should have raised a ValueError") def test_input_checks_DPCTGAN_pd(self): synth = DPCTGAN(epsilon=eps, batch_size=batch_size) try: synth.train(pd_data, categorical_columns=["A"], transformer=DPSSTransformer) except ValueError as v: assert str(v).startswith("It looks like") return raise AssertionError("DPCTGAN should have raised a ValueError")

37.56

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1,878

5.219409

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0.058205

0.829426

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0

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1,878

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89

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0

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false

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0.309524

0

null

0

1

0

null

0

6

1d134a402fc45bc125b2b0be81bcc29b582b22ee

59

py

Python

mangrove/utils/__init__.py

mariot/mangrove

376bca99818c6cc1d08b1c726f46b364c69b0cc7

[ "BSD-3-Clause" ]

null

mangrove/utils/__init__.py

mariot/mangrove

376bca99818c6cc1d08b1c726f46b364c69b0cc7

[ "BSD-3-Clause" ]

null

mangrove/utils/__init__.py

mariot/mangrove

376bca99818c6cc1d08b1c726f46b364c69b0cc7

[ "BSD-3-Clause" ]

null

from google_spreadsheets import GoogleSpreadsheetsClient

14.75

56

0.898305

5

59

10.4

1

0

0.101695

59

3

57

19.666667

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0

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true

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1

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null

0

1

0

1

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1

0

6

1d2d1707eb4e6d8f44377b65afc47847232dfecf

30,952

py

Python

jsrows.py

codeforamerica/sheltraustin

a07ffd4b328a9d961347a85b49c95d8bf5ec1046

[ "BSD-3-Clause" ]

null

jsrows.py

codeforamerica/sheltraustin

a07ffd4b328a9d961347a85b49c95d8bf5ec1046

[ "BSD-3-Clause" ]

1

2015-08-03T21:27:36.000Z

jsrows.py

codeforamerica/sheltraustin

a07ffd4b328a9d961347a85b49c95d8bf5ec1046

[ "BSD-3-Clause" ]

1

2021-04-17T10:13:29.000Z

location = {loc : [ -97.732517999999999, 30.259606000000002 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'Y', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'Y', 'title': 'Manos De Cristo: Dental Clinic', 'address': '1201 E Cesar Chavez St, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -97.736924400000007, 30.2683207 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'Y', 'private': 'N', 'shelter': 'Y', 'subst_abuse_service': 'N', 'med_facility': 'Y', 'title': 'Salvation Army', 'address': '501 E 8th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.758165000000005, 30.233862999999999 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Aeschbach and Associates', 'address': '2824 S Congress Ave, Austin, TX 78704, USA'} db.austindb.insert(location); location = {loc : [ -97.710374700000003, 30.345065900000002 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Austin Drug and Alcohol Abuse Program', 'address': 'Church of Pentecost 7801 N Lamar Blvd # D102, Austin, TX 78752, USA'} db.austindb.insert(location); location = {loc : [ -97.676707899999997, 30.338674399999999 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Austin Recovery Inc', 'address': '8402 Cross Park Dr, Austin, TX 78754, USA'} db.austindb.insert(location); location = {loc : [ -97.676707899999997, 30.338674399999999 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': , 'address': '8402 Cross Park Dr, Austin, TX 78754, USA'} db.austindb.insert(location); location = {loc : [ -97.735171199999996, 30.2756422 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Austin/Travis County Integral Care - ATCIC Residential properties', 'address': '403 E 15th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.726608900000002, 30.258762900000001 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Austin/Travis County Integral Care - CARE Program Journey OTP', 'address': '1631 E 2nd St, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -97.747823999999994, 30.25751 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Austin/Travis County Integral Care - Child and Family properties', 'address': '105 W Riverside Dr, Austin, TX 78704", USA'} db.austindb.insert(location); location = {loc : [ -97.726650199999995, 30.369487299999999 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Changes Counseling properties', 'address': 'Accident & Rehab Clinic, 8711 Burnet Rd # A16, Austin, TX 78757", USA'} db.austindb.insert(location); location = {loc : [ -97.689818000000002, 30.334695 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Clean Investments Counseling Center', 'address': 'Life Changing Minitries International, 1212 E Anderson Ln, Austin, TX 78752", USA'} db.austindb.insert(location); location = {loc : [ -97.790892999999997, 30.229835000000001 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Developmental Counseling Center Inc', 'address': '2101 W Ben White Blvd, Austin, TX 78704, USA'} db.austindb.insert(location); location = {loc : [ -97.712445000000002, 30.390044 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'La Haciendas Solutions', 'address': '2100 Kramer Ln, Austin, TX 78758, USA'} db.austindb.insert(location); location = {loc : [ -97.686018899999993, 30.3761954 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Maintenance and Recovery properties Inc', 'address': '305 Ferguson Dr, Austin, TX 78753, USA'} db.austindb.insert(location); location = {loc : [ -97.803529999999995, 30.225010000000001 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Maintenance and Recovery properties Inc - South', 'address': '2627 Jones Rd, Austin, TX 78745, USA'} db.austindb.insert(location); location = {loc : [ -97.795706899999999, 30.455245000000001 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Northwest Counseling and Wellness Ctr', 'address': '12335 Hymeadow Dr, Austin, TX 78750, USA'} db.austindb.insert(location); location = {loc : [ -97.756614999999996, 30.244605 ], 'mental_health': 'N', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Phoenix Academy of Austin', 'address': 'Phoenix House, 400 W Live Oak St, Austin, TX 78704", USA'} db.austindb.insert(location); location = {loc : [ -97.680945399999999, 30.496313700000002 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Veterans Administration', 'address': '1500 S Ih 35, Round Rock, TX 78681, USA'} db.austindb.insert(location); location = {loc : [ -97.748383000000004, 30.306041 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Seton Shoal Creek Hospital', 'address': 'Seton Shoal Creek Hospital: Carchedi Lisa R MD, 3501 Mills Ave, Austin, TX 78731", USA'} db.austindb.insert(location); location = {loc : [ -97.736207100000001, 30.305842999999999 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Austin State Hospital', 'address': '4110 Guadalupe St, Austin, TX 78705, USA'} db.austindb.insert(location); location = {loc : [ -97.669453000000004, 30.336068999999998 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Lutheran Soc Srvs of the South', 'address': '8305 Cross Park Dr, Austin, TX 78710, USA'} db.austindb.insert(location); location = {loc : [ -97.715613099999999, 30.360574700000001 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'HILL COUNTRY COUNSELING', 'address': '1433 Fairfield Dr, Austin, TX 78758, USA'} db.austindb.insert(location); location = {loc : [ -97.742264199999994, 30.312096499999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Volunteer Healthcare Clinic', 'address': '4215 Medical Pkwy, Austin, TX 78756, USA'} db.austindb.insert(location); location = {loc : [ -97.675267500000004, 30.402934500000001 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care William Cannon', 'address': '10500 N IH 35, Austin, TX 78753, USA'} db.austindb.insert(location); location = {loc : [ -97.622220999999996, 30.175242999999998 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': , 'address': '5301 Ross Rd, Del Valle, TX 78617, USA'} db.austindb.insert(location); location = {loc : [ -97.6979896, 30.3635187 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Rundberg', 'address': '801-833 W Rundberg Ln, Austin, TX 78753, USA'} db.austindb.insert(location); location = {loc : [ -97.734545900000001, 30.252542399999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care properties Department', 'address': '15 Waller St, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -97.760810899999996, 30.239539499999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care South Austin', 'address': 'South Austin Neighborhood Center, 2529 S 1st St, Austin, TX 78704", USA'} db.austindb.insert(location); location = {loc : [ -97.710158300000003, 30.2648969 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Rosewood-Zaragosa', 'address': '2802 Webberville Rd, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -97.742783000000003, 30.276062 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Right To Sight Clinic At The First United Methodist Church Family Life Center', 'address': '1300 Lavaca St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.743060799999995, 30.267153 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Red River', 'address': 'Heart Smart CPR, 152 Hoot Owl Ln N, Leander, TX 78641", USA'} db.austindb.insert(location); location = {loc : [ -97.894009800000006, 30.249758199999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Oak Hill', 'address': '8600 State Highway 71, Austin, TX 78735, USA'} db.austindb.insert(location); location = {loc : [ -97.664190700000006, 30.313778200000002 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Northeast', 'address': 'Community Care Northeast, 7112 Ed Bluestein Blvd, Austin, TX 78723", USA'} db.austindb.insert(location); location = {loc : [ -97.703492999999995, 30.2248871 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Montopolis', 'address': '6301 E Riverside Dr, Austin, TX 78741, USA'} db.austindb.insert(location); location = {loc : [ -97.742464999999996, 30.286525999999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Lifeworks', 'address': '408 W 23rd St, Austin, TX 78705, USA'} db.austindb.insert(location); location = {loc : [ -97.727476899999999, 30.259702000000001 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care East Austin', 'address': 'East Austin Neighborhood Center, 211 Comal St, Austin, TX 78702", USA'} db.austindb.insert(location); location = {loc : [ -97.713483199999999, 30.305188399999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care David Powell', 'address': '4614 Interstate 35 Frontage Rd, Austin, TX 78751, USA'} db.austindb.insert(location); location = {loc : [ -97.737620000000007, 30.267955000000001 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care Austin Resource Center For The Homeless', 'address': '500 E 7th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.778486000000001, 30.227219399999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Ben White Health Clinic', 'address': 'Machen Robert L Dds, 1221 W Ben White Blvd, Austin, TX 78704", USA'} db.austindb.insert(location); location = {loc : [ -97.732953199999997, 30.2599199 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Travis County Healthcare District', 'address': '1111 E Cesar Chavez St, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -71.955223399999994, 42.376135400000003 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': '', 'shelter': 'Y', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Safe Place', 'address': 'Safe Place, 285 Main St, Rutland, MA 01543", USA'} db.austindb.insert(location); location = {loc : [ -97.7618188, 30.255495499999999 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Austin Stress Clinic', 'address': '1002-1108 S Lamar Blvd, Austin, TX 78704, USA'} db.austindb.insert(location); location = {loc : [ -97.4866423, 35.444530800000003 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': , 'address': '1983-2227 S I-35 Service Rd, Oklahoma City, OK 73129, USA'} db.austindb.insert(location); location = {loc : [ -97.802170599999997, 30.199120499999999 ], 'mental_health': 'Y', 'med_service': 'Y', 'food': 'Y', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'El Buen Samaritano Episcopal Mission', 'address': '7000 Woodhue Dr, Austin, TX 78745, USA'} db.austindb.insert(location); location = {loc : [ -97.675409400000007, 30.404841099999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': , 'address': '12520 N IH 35, Austin, TX 78753, USA'} db.austindb.insert(location); location = {loc : [ -97.778486000000001, 30.227219399999999 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Behavioral Health at Ben White Health Clinic', 'address': 'Machen Robert L Dds, 1221 W Ben White Blvd, Austin, TX 78704", USA'} db.austindb.insert(location); location = {loc : [ -97.733926699999998, 30.274405600000001 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Brackenridge Specialty Clinic', 'address': '601 E 15th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.733711999999997, 30.272894999999998 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Blackstock Family Health Center', 'address': '1313 Red River St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.743060799999995, 30.267153 ], 'mental_health': 'Y', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Paul Bass Clinic', 'address': 'Heart Smart CPR, 152 Hoot Owl Ln N, Leander, TX 78641", USA'} db.austindb.insert(location); location = {loc : [ -95.646563, 29.7278673 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'Austin Lakes Hospital - Inpatient', 'address': '32, Houston, TX 77082, USA'} db.austindb.insert(location); location = {loc : [ -97.719537000000003, 30.296693699999999 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Austin Lakes Hospital - Outpatient', 'address': 'William E. Mccaleb, MD, 1009 E 40th St, Austin", TX 78751, USA'}, db.austindb.insert(location); location = {loc : [ -97.733926699999998, 30.274405600000001 ], 'mental_health': 'Y', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': 'University Medical Center Brackenridge', 'address': '601 E 15th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.7456739, 30.298745 ], 'mental_health': 'Y', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': , 'address': '900 W 30th St, Austin, TX 78705, USA'} db.austindb.insert(location); location = {loc : [ -97.774368100000004, 30.227244200000001 ], 'mental_health': 'Y', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'Y', 'med_facility': 'N', 'title': , 'address': '901 W Ben White Blvd, Austin, TX 78704, USA'} db.austindb.insert(location); location = {loc : [ -97.742783000000003, 30.276062 ], 'mental_health': '-', 'med_service': '-', 'food': 'N - breakfast ', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'First United Methodist Church and Foundation for the Homeless ', 'address': '1300 Lavaca St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.737920900000006, 30.2674056 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Caritas of Austin', 'address': '611 Neches St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.7399901, 30.268265499999998 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Trinity Center ', 'address': '304 E 7th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.736924400000007, 30.2683207 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': 'Y', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Salvation Army', 'address': '501 E 8th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.712749599999995, 30.308918800000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': 'Y- dental clinic', 'title': 'Manos de Cristo', 'address': '4911 Harmon Ave, Austin, TX 78751, USA'} db.austindb.insert(location); location = {loc : [ -97.845413899999997, 30.217801900000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Abiding Love Lutheran Church', 'address': '7210 Brush Country Rd, Austin, TX 78749, USA'} db.austindb.insert(location); location = {loc : [ -97.682717999999994, 30.296621999999999 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Alpha Seventh Day Adventist', 'address': 'Alpha Seventh-Day Adventist, 3016 E 51st St, Austin, TX 78723", USA'} db.austindb.insert(location); location = {loc : [ -97.707926999999998, 30.344186000000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Austin First Seveneth Day Adventist Chruch', 'address': 'Austin Adventist Jr Academy, 301 W Anderson Ln, Austin, TX 78752", USA'} db.austindb.insert(location); location = {loc : [ -97.693098300000003, 30.331810999999998 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'St. John Community Center', 'address': '7500-7598 Blessing Ave, Austin, TX 78752, USA'} db.austindb.insert(location); location = {loc : [ -97.784239200000002, 30.1760631 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Capital Area Food Bank', 'address': '8201 S Congress Ave, Austin, TX 78745, USA'} db.austindb.insert(location); location = {loc : [ -97.775845599999997, 30.249256200000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Community of Christ', 'address': '2132 Bluebonnet Ln, Austin, TX 78704, USA'} db.austindb.insert(location); location = {loc : [ -97.7322068, 30.448119800000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Dolores Catholic Church', 'address': '5720 McNeil Dr, Austin, TX 78729, USA'} db.austindb.insert(location); location = {loc : [ -97.693916000000002, 30.312491000000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Eastside Community Connection', 'address': '5810 Berkman Dr, Austin, TX 78723, USA'} db.austindb.insert(location); location = {loc : [ -84.296052900000007', '33.352277999999998 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Hope Lutheran Church', 'address': '4852-4898 Bear Creek Blvd, Hampton, GA 30228, USA'} db.austindb.insert(location); location = {loc : [ -97.732231999999996, 30.302424999999999 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Hype Park Baptist Church/Church Under the Bridge ', 'address': '3901 Speedway, Austin, TX 78751, USA'} db.austindb.insert(location); location = {loc : [ -97.761820999999998, 30.220492 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'La Iglesia Del Senor', 'address': '209 E Ben White Blvd, Austin, TX 78704, USA'} db.austindb.insert(location); location = {loc : [ -97.699969899999999, 30.353883 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': , 'address': '202 W Elliott St, Austin, TX 78753, USA'} db.austindb.insert(location); location = {loc : [ -97.706166899999999, 30.254745499999999 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Melas on Wheels and More H.O.P.E. Food Pantries', 'address': '3227 E 5th St, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -97.727554999999995, 30.267005000000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Our Lady of Guadalupe Catholic Church', 'address': '1206 E 9th St, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -97.708208999999997, 30.362287999999999 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Principe de Paz', 'address': '1204 Payton Gin Rd, Austin, TX 78758, USA'} db.austindb.insert(location); location = {loc : [ -97.601757199999994, 30.252694000000002 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'River Road Baptist Church', 'address': '12825-13103 Farm to Market 969, Austin, TX 78724, USA'} db.austindb.insert(location); location = {loc : [ -97.719566900000004, 30.269553200000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Rosewood Avenue Missionary Baptist Church', 'address': '1807 Rosewood Ave, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -97.736924400000007, 30.2683207 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': 'Y', 'title': 'Salvation Army', 'address': '501 E 8th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.671834099999998, 30.282588499999999 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': 'Y', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '-', 'title': , 'address': '4413 Tannehill Ln, Austin, TX 78721, USA'} db.austindb.insert(location); location = {loc : [ -97.743060799999995, 30.267153 ], 'mental_health': '-', 'med_service': '-', 'food': '', 'private': 'Y', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'SafePlace', 'address': 'Heart Smart CPR, 152 Hoot Owl Ln N, Leander, TX 78641", USA'} db.austindb.insert(location); location = {loc : [ -97.701123699999997, 30.259935299999999 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': 'Y', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'Casa Marianella', 'address': '821 Gunter St, Austin, TX 78702, USA'} db.austindb.insert(location); location = {loc : [ -97.743060799999995, 30.267153 ], 'mental_health': '-', 'med_service': '-', 'food': '', 'private': 'Y', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'Posada Esperanza', 'address': 'Heart Smart CPR, 152 Hoot Owl Ln N, Leander, TX 78641", USA'} db.austindb.insert(location); location = {loc : [ -97.743060799999995, 30.267153 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': 'Y', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'Foundation for the Homeless', 'address': 'Heart Smart CPR, 152 Hoot Owl Ln N, Leander, TX 78641", USA'} db.austindb.insert(location); location = {loc : [ -97.767988399999993, 30.228786899999999 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'Lifeworks', 'address': '3700 S 1st St, Austin, TX 78704, USA'} db.austindb.insert(location); location = {loc : [ -97.764717000000005, 30.2342333 ], 'mental_health': '-', 'med_service': '-', 'food': '-', 'private': 'Y', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'Foundation Communities', 'address': '3036 S 1st St, Austin, TX 78704, USA'} db.austindb.insert(location); location = {loc : [ -97.7416068, 30.323559400000001 ], 'mental_health': '-', 'med_service': '-', 'food': '-', 'private': 'Y', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'Family Eldercare', 'address': '2210 Hancock Dr, Austin, TX 78756, USA'} db.austindb.insert(location); location = {loc : [ -97.743060799999995, 30.267153 ], 'mental_health': '-', 'med_service': '-', 'food': '-', 'private': 'Y', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'St. Louise House', 'address': 'Heart Smart CPR, 152 Hoot Owl Ln N, Leander, TX 78641", USA'} db.austindb.insert(location); location = {loc : [ -97.7399901, 30.268265499999998 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'Trinity Center ', 'address': '304 E 7th St, Austin, TX 78701, USA'} db.austindb.insert(location); location = {loc : [ -97.722403900000003, 30.280997200000002 ], 'mental_health': '-', 'med_service': '-', 'food': '-', 'private': 'Y', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '-', 'title': 'Blackland Communtiy Development ', 'address': '2005 Salina St, Austin, TX 78722, USA'} db.austindb.insert(location); location = {loc : [ -97.698698399999998, 30.333442300000002 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Community care AK Black', 'address': '928 Blackson Ave, Austin, TX 78752, USA'} db.austindb.insert(location); location = {loc : [ -97.711173000000002, 30.283055000000001 ], 'mental_health': 'Y', 'med_service': 'N', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'Capital Area Mental Health', 'address': '2824 Real St, Austin, TX 78722, USA'} db.austindb.insert(location); location = {loc : [ -97.8631946, 30.228828499999999 ], 'mental_health': 'N', 'med_service': 'Y', 'food': 'N', 'private': 'N', 'shelter': 'N', 'subst_abuse_service': 'N', 'med_facility': 'N', 'title': 'NextCare Urgent Care', 'address': '6001 W William Cannon Dr, Austin, TX 78749, USA'} db.austindb.insert(location); location = {loc : [ -97.762900000000002, 30.436649500000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Gateway Community Church', 'address': '7104 McNeil Dr, Austin, TX 78729, USA'} db.austindb.insert(location); location = {loc : [ -97.742580000000004, 30.285502000000001 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'Micah 6 Food Pantries', 'address': 'University Presbyterian Church, 2203 San Antonio St, Austin, TX 78705", USA'} db.austindb.insert(location); location = {loc : [ -97.710788300000004, 30.375915899999999 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '-', 'shelter': '-', 'subst_abuse_service': '-', 'med_facility': '', 'title': 'North Austin Christian Church ', 'address': '1734 Rutland Dr, Austin, TX 78758, USA'} db.austindb.insert(location); location = {loc : [ -97.743060799999995, 30.267153 ], 'mental_health': '-', 'med_service': '-', 'food': 'Y', 'private': '', 'shelter': 'Y', 'subst_abuse_service': '-', 'med_facility': 'Y - there is a separate CommUnity Care health Clinic', 'title': 'Austin Resource Center for the Homeless (ARCH) - managed by Front Steps ', 'address': '500 E 7th St, Austin, TX 78701, USA'} db.austindb.insert(location);

162.052356

374

0.655111

3,937

30,952

5.029718

0.153924

0.058176

0.081557

0.091152

0.715483

0.710686

0.707201

0.703515

0.671245

0.669427

0

0.138404

0.115986

30,952

191

375

162.052356

0.585301

0

0.5

0

0.505008

0

null

0

null

0

null

0

1

0

1

0

1

0

null

0

1

0

6

1d857b7a050e752f38249ab3964c756e0e4c6ecd

41

py

Python

accounts/admin.py

sahilr05/sitechecker

9c5d99109cfe2cbf46eb9f3cb397fc0f3505f039

[ "MIT" ]

2

2021-02-21T09:24:54.000Z

2021-05-12T18:42:37.000Z

accounts/admin.py

sahilr05/sitechecker

9c5d99109cfe2cbf46eb9f3cb397fc0f3505f039

[ "MIT" ]

null

accounts/admin.py

sahilr05/sitechecker

9c5d99109cfe2cbf46eb9f3cb397fc0f3505f039

[ "MIT" ]

null

from django.contrib import admin # NOQA

20.5

40

0.780488

6

41

5.333333

1

0

0.170732

41

1

41

0.941176

0.097561

0

1

0

true

0

1

0

1

0

1

0

null

0

1

0

null

0

1

0

1

0

1

0

6

d54c6db149f6401a788e181c4dc27753be8b1fc7

2,967

py

Python

sdk/python/pulumi_azure_native/web/v20150801/__init__.py

sebtelko/pulumi-azure-native

711ec021b5c73da05611c56c8a35adb0ce3244e4

[ "Apache-2.0" ]

null

sdk/python/pulumi_azure_native/web/v20150801/__init__.py

sebtelko/pulumi-azure-native

711ec021b5c73da05611c56c8a35adb0ce3244e4

[ "Apache-2.0" ]

null

sdk/python/pulumi_azure_native/web/v20150801/__init__.py

sebtelko/pulumi-azure-native

711ec021b5c73da05611c56c8a35adb0ce3244e4

[ "Apache-2.0" ]

null

# coding=utf-8 # *** WARNING: this file was generated by the Pulumi SDK Generator. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** from ... import _utilities import typing # Export this package's modules as members: from ._enums import * from .certificate import * from .certificate_csr import * from .get_certificate import * from .get_certificate_csr import * from .get_hosting_environment import * from .get_managed_hosting_environment import * from .get_server_farm import * from .get_site import * from .get_site_deployment import * from .get_site_deployment_slot import * from .get_site_host_name_binding import * from .get_site_host_name_binding_slot import * from .get_site_instance_deployment import * from .get_site_instance_deployment_slot import * from .get_site_logs_config import * from .get_site_relay_service_connection import * from .get_site_relay_service_connection_slot import * from .get_site_slot import * from .get_site_slot_config_names import * from .get_site_source_control import * from .get_site_source_control_slot import * from .get_site_vnet_connection import * from .get_site_vnet_connection_slot import * from .hosting_environment import * from .list_site_app_settings import * from .list_site_app_settings_slot import * from .list_site_auth_settings import * from .list_site_auth_settings_slot import * from .list_site_backup_configuration import * from .list_site_backup_configuration_slot import * from .list_site_backup_status_secrets import * from .list_site_backup_status_secrets_slot import * from .list_site_connection_strings import * from .list_site_connection_strings_slot import * from .list_site_metadata import * from .list_site_metadata_slot import * from .list_site_publishing_credentials import * from .list_site_publishing_credentials_slot import * from .managed_hosting_environment import * from .server_farm import * from .server_farm_route_for_vnet import * from .site import * from .site_app_settings import * from .site_app_settings_slot import * from .site_auth_settings import * from .site_auth_settings_slot import * from .site_backup_configuration import * from .site_backup_configuration_slot import * from .site_connection_strings import * from .site_connection_strings_slot import * from .site_deployment import * from .site_deployment_slot import * from .site_host_name_binding import * from .site_host_name_binding_slot import * from .site_instance_deployment import * from .site_instance_deployment_slot import * from .site_logs_config import * from .site_metadata import * from .site_metadata_slot import * from .site_relay_service_connection import * from .site_relay_service_connection_slot import * from .site_slot import * from .site_slot_config_names import * from .site_source_control import * from .site_source_control_slot import * from .site_vnet_connection import * from .site_vnet_connection_slot import * from ._inputs import * from . import outputs

38.038462

80

0.834176

433

2,967

5.286374

0.17552

0.301442

0.159021

0.118829

0.810398

0.570118

0.138488

0

0.000379

0.109875

2,967

77

81

38.532468

0.866339

0.068419

0

1

0

1

0

true

0

1

0

1

0

null

1

0

1

0

1

0

null

0

1

0

1

0

1

0

6

d58a3c01fcf5f3a56967acb56a0aa33122e205fa

78

py

Python

nordestao/tests/fixtures.py

intelivix/pyne-workshop-scraping-web

c0696b669934eef2dbda81da3b7c058810041fa5

[ "MIT" ]

null

nordestao/tests/fixtures.py

intelivix/pyne-workshop-scraping-web

c0696b669934eef2dbda81da3b7c058810041fa5

[ "MIT" ]

null

nordestao/tests/fixtures.py

intelivix/pyne-workshop-scraping-web

c0696b669934eef2dbda81da3b7c058810041fa5

[ "MIT" ]

null

import pytest @pytest.fixture def fixture_exemplo(): return 'not none'

9.75

22

0.717949

10

78

5.5

0.8

0

0.192308

78

7

23

11.142857

0.873016

0

0.103896

0

1

0.25

true

0

0.25

0.75

0

1

0

null

0

1

0

null

0

1

0

1

0

6

638c0be826b6716fae5d37c58132d62b7412ca00

151

py

Python

unecorn/admin.py

anast239/unecorn

8a874f8cced013668dd29398176a8fb60cc04057

[ "MIT" ]

null

unecorn/admin.py

anast239/unecorn

8a874f8cced013668dd29398176a8fb60cc04057

[ "MIT" ]

null

unecorn/admin.py

anast239/unecorn

8a874f8cced013668dd29398176a8fb60cc04057

[ "MIT" ]

null

from django.contrib import admin from unecorn.models import * admin.site.register(Discount) admin.site.register(Category) admin.site.register(Company)

25.166667

32

0.827815

21

151

5.952381

0.571429

0.216

0.408

0

0.072848

151

6

33

25.166667

0.892857

0

1

0

true

0

0.4

0

0.4

0

1

0

null

1

0

1

0

null

0

1

0

1

0

6

63a01e092685c700f3b8dba69aaebf5daf1ae324

67

py

Python

supplychainpy/reporting/blueprints/contact/templates/__init__.py

luisccalves/supplychainpy

63a10b77ffdcc5bca71e815c70667c819d8f9af0

[ "BSD-3-Clause" ]

231

2016-05-30T02:34:45.000Z

2022-03-28T17:00:29.000Z

supplychainpy/reporting/blueprints/contact/templates/__init__.py

luisccalves/supplychainpy

63a10b77ffdcc5bca71e815c70667c819d8f9af0

[ "BSD-3-Clause" ]

77

2016-03-23T16:28:34.000Z

2021-09-30T22:08:03.000Z

supplychainpy/reporting/blueprints/contact/templates/__init__.py

luisccalves/supplychainpy

63a10b77ffdcc5bca71e815c70667c819d8f9af0

[ "BSD-3-Clause" ]

103

2016-08-10T19:53:09.000Z

2022-03-16T16:34:38.000Z

from supplychainpy.reporting.blueprints.contact.views import about

33.5

66

0.880597

8

67

7.375

1

0

0.059701

67

1

67

0.936508

0

1

0

true

0

1

0

1

0

null

0

1

0

null

0

1

0

1

0

1

0

6

63a73b69fb793b77e0ad6523894415a1d427ed75

172

py

Python

any_response_redirect_middleware/tests/__init__.py

hzdg/django-any-response-redirect-middleware

1b832a35b14566b0c7aa99e17cfcdbe4835a269c

[ "MIT" ]

null

any_response_redirect_middleware/tests/__init__.py

hzdg/django-any-response-redirect-middleware

1b832a35b14566b0c7aa99e17cfcdbe4835a269c

[ "MIT" ]

null

any_response_redirect_middleware/tests/__init__.py

hzdg/django-any-response-redirect-middleware

1b832a35b14566b0c7aa99e17cfcdbe4835a269c

[ "MIT" ]

null

from .basic import BasicRedirectMiddlewareTests from .django_cms import RedirectMiddlewareTestsWithDjangoCMS from .wagtail_cms import RedirectMiddlewareTestsWithWagtailCMS

43

62

0.912791

14

172

11.071429

0.642857

0.116129

0

0.069767

172

3

63

57.333333

0.96875

0

1

0

true

0

1

0

1

0

1

0

1

null

0

1

0

null

0

1

0

1

0

1

0

6

63ba13266acfe77823f64100997d3843e282a41e

9,342

py

Python

features_extractions.py

AIKICo/Steganalysis-By-Frame

c2e1a20664056eb723c694949119a26f7fb6cfbc

[ "Apache-2.0" ]

1

2019-03-25T07:20:05.000Z

features_extractions.py

MohMehrnia/Steganalysis-By-Frame

c2e1a20664056eb723c694949119a26f7fb6cfbc

[ "Apache-2.0" ]

1

2020-01-29T07:12:02.000Z

features_extractions.py

MohMehrnia/Steganalysis-By-Frame

c2e1a20664056eb723c694949119a26f7fb6cfbc

[ "Apache-2.0" ]

null

import numpy as np import math as ma import os from pywt import wavedec from pyeeg import hfd, pfd from scipy.io import wavfile as wav from python_speech_features.sigproc import framesig from python_speech_features import mfcc, fbank, logfbank from python_speech_features.base import delta from pandas import DataFrame from audiolazy.lazy_lpc import lpc def katz(data, n): L = np.hypot(np.diff(data), 1).sum() d = np.hypot(data - data[0], np.arange(len(data))).max() return ma.log10(n) / (ma.log10(d/L) + ma.log10(n)) def get_fractalfeatues(path, csv, label): root, dirs, files = next(os.walk(path)) fractal_features =[] features_vector = DataFrame() audio_counter = 1 for file in files: rate, data = wav.read(root + '\\' + file) frames = framesig(data, 1000, 500) for frame in frames: frame_features = [] for i in range(2,12): frame_features.append(hfd(frame,i)) for i in range(2,12): frame_features.append(katz(frame,i)) for i in range(2, 12): frame_features.append(pfd(frame, frame+i)) frame_features.append(label) fractal_features.append(frame_features) print(str(audio_counter) + '==>' + file) audio_counter += 1 features_vector = DataFrame(fractal_features) features_vector.to_csv(csv, index=False, header=False, mode='a') def get_mfccfeatues(path, csv, label): root, dirs, files = next(os.walk(path)) fractal_features =[] features_vector = DataFrame() audio_counter = 1 for file in files: rate, data = wav.read(root + '\\' + file) frames = framesig(data, 1000, 500) for frame in frames: frame_features = [] mfcc_features = mfcc(frame, rate, numcep=30) for i in range(0, len(mfcc_features[1])): frame_features.append(mfcc_features[1][i]) frame_features.append(label) fractal_features.append(frame_features) print(str(audio_counter) + '==>' + file) audio_counter += 1 features_vector = DataFrame(fractal_features) features_vector.to_csv(csv, index=False, header=False, mode='a') print(np.asarray(features_vector).shape) def get_deltamfccfeatues(path, csv, label): root, dirs, files = next(os.walk(path)) fractal_features =[] features_vector = DataFrame() audio_counter = 1 for file in files: rate, data = wav.read(root + '\\' + file) frames = framesig(data, 1000, 500) for frame in frames: frame_features = [] mfcc_features = mfcc(frame, rate, numcep=30) mfcc_features = delta(mfcc_features, 33) for i in range(0, len(mfcc_features[1])): frame_features.append(mfcc_features[1][i]) frame_features.append(label) fractal_features.append(frame_features) print(str(audio_counter) + '==>' + file) audio_counter += 1 features_vector = DataFrame(fractal_features) features_vector.to_csv(csv, index=False, header=False, mode='a') print(np.asarray(features_vector).shape) def get_fbankfeatues(path, csv, label): root, dirs, files = next(os.walk(path)) fractal_features =[] features_vector = DataFrame() audio_counter = 1 for file in files: rate, data = wav.read(root + '\\' + file) frames = framesig(data, 1000, 500) for frame in frames: frame_features = [] FBank= fbank(frame, rate) for i in range(0, len(FBank[0][1])): frame_features.append(FBank[0][1][i]) frame_features.append(label) fractal_features.append(frame_features) print(str(audio_counter) + '==>' + file) audio_counter += 1 features_vector = DataFrame(fractal_features) features_vector.to_csv(csv, index=False, header=False, mode='a') print(np.asarray(features_vector).shape) def get_logfbankfeatues(path, csv, label): root, dirs, files = next(os.walk(path)) fractal_features =[] features_vector = DataFrame() audio_counter = 1 for file in files: rate, data = wav.read(root + '\\' + file) frames = framesig(data, 1000, 500) for frame in frames: frame_features = [] LogFBank = logfbank(frame, rate) for i in range(0, len(LogFBank[0])): frame_features.append(LogFBank[0][i]) frame_features.append(label) fractal_features.append(frame_features) print(str(audio_counter) + '==>' + file) audio_counter += 1 features_vector = DataFrame(fractal_features) features_vector.to_csv(csv, index=False, header=False, mode='a') print(np.asarray(features_vector).shape) def get_wavelet(path, csv, label): root, _, files = next(os.walk(path)) fractal_features =[] features_vector = DataFrame() audio_counter = 1 for file in files: _, data = wav.read(root + '\\' + file) frames = framesig(data, 1000, 500) for frame in frames: frame_features = [] (cA, cD5, cD4, cD3, cD2, cD1) = wavedec(frame,'db1', level=5) for i in range(0, len(cA)): frame_features.append(cA[i]) frame_features.append(label) fractal_features.append(frame_features) print(str(audio_counter) + '==>' + file) audio_counter += 1 features_vector = DataFrame(fractal_features) features_vector.to_csv(csv, index=False, header=False, mode='a') print(np.asarray(features_vector).shape) def get_lpc(path, csv, label): root, _, files = next(os.walk(path)) fractal_features =[] features_vector = DataFrame() audio_counter = 1 for file in files: _, data = wav.read(root + '\\' + file) frames = framesig(data, 1000, 500) for frame in frames: frame_features = [] analysis_filt = lpc.covar(frame, 5) residual = list(analysis_filt(frame)) for i in range(0, 32): frame_features.append(residual[i]) frame_features.append(label) fractal_features.append(frame_features) print(str(audio_counter) + '==>' + file) audio_counter += 1 features_vector = DataFrame(fractal_features) features_vector.to_csv(csv, index=False, header=False, mode='a') print(np.asarray(features_vector).shape) if __name__ == '__main__': get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Normal', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-7.csv', 0) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Normal', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-21.csv', 0) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Normal', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-42.csv', 0) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Normal', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-71.csv', 0) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Normal', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-100.csv', 0) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\NoiseData\\StegHide\\7', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-7.csv', 1) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\NoiseData\\StegHide\\21', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-21.csv', 1) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\NoiseData\\StegHide\\42', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-42.csv', 1) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\NoiseData\\StegHide\\71', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-71.csv', 1) get_wavelet('D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\NoiseData\\StegHide\\100', 'D:\\MySourceCodes\\Projects-Python\\Steganalysis-By-Frame\\SteganalysisDatasets\\Dataset\Fractal\\noisywavlet-Features-steghide-100.csv', 1)

45.130435

165

0.652644

1,104

9,342

5.384964

0.115036

0.065601

0.074012

0.094197

0.866274

0.864256

0.861733

0.853659

0.848108

0

0.020759

0.216228

9,342

206

166

45.349515

0.791177

0

0.694444

0

0.083333

0.251392

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false

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0.072222

0

null

0

1

0

null

0

6

8934c9215b91bf26ad0e501197779b64c284834c

6,407

py

Python

loldib/getratings/models/NA/na_poppy/na_poppy_jng.py

koliupy/loldib

c9ab94deb07213cdc42b5a7c26467cdafaf81b7f

[ "Apache-2.0" ]

null

loldib/getratings/models/NA/na_poppy/na_poppy_jng.py

koliupy/loldib

c9ab94deb07213cdc42b5a7c26467cdafaf81b7f

[ "Apache-2.0" ]

null

loldib/getratings/models/NA/na_poppy/na_poppy_jng.py

koliupy/loldib

c9ab94deb07213cdc42b5a7c26467cdafaf81b7f

[ "Apache-2.0" ]

null

from getratings.models.ratings import Ratings class NA_Poppy_Jng_Aatrox(Ratings): pass class NA_Poppy_Jng_Ahri(Ratings): pass class NA_Poppy_Jng_Akali(Ratings): pass class NA_Poppy_Jng_Alistar(Ratings): pass class NA_Poppy_Jng_Amumu(Ratings): pass class NA_Poppy_Jng_Anivia(Ratings): pass class NA_Poppy_Jng_Annie(Ratings): pass class NA_Poppy_Jng_Ashe(Ratings): pass class NA_Poppy_Jng_AurelionSol(Ratings): pass class NA_Poppy_Jng_Azir(Ratings): pass class NA_Poppy_Jng_Bard(Ratings): pass class NA_Poppy_Jng_Blitzcrank(Ratings): pass class NA_Poppy_Jng_Brand(Ratings): pass class NA_Poppy_Jng_Braum(Ratings): pass class NA_Poppy_Jng_Caitlyn(Ratings): pass class NA_Poppy_Jng_Camille(Ratings): pass class NA_Poppy_Jng_Cassiopeia(Ratings): pass class NA_Poppy_Jng_Chogath(Ratings): pass class NA_Poppy_Jng_Corki(Ratings): pass class NA_Poppy_Jng_Darius(Ratings): pass class NA_Poppy_Jng_Diana(Ratings): pass class NA_Poppy_Jng_Draven(Ratings): pass class NA_Poppy_Jng_DrMundo(Ratings): pass class NA_Poppy_Jng_Ekko(Ratings): pass class NA_Poppy_Jng_Elise(Ratings): pass class NA_Poppy_Jng_Evelynn(Ratings): pass class NA_Poppy_Jng_Ezreal(Ratings): pass class NA_Poppy_Jng_Fiddlesticks(Ratings): pass class NA_Poppy_Jng_Fiora(Ratings): pass class NA_Poppy_Jng_Fizz(Ratings): pass class NA_Poppy_Jng_Galio(Ratings): pass class NA_Poppy_Jng_Gangplank(Ratings): pass class NA_Poppy_Jng_Garen(Ratings): pass class NA_Poppy_Jng_Gnar(Ratings): pass class NA_Poppy_Jng_Gragas(Ratings): pass class NA_Poppy_Jng_Graves(Ratings): pass class NA_Poppy_Jng_Hecarim(Ratings): pass class NA_Poppy_Jng_Heimerdinger(Ratings): pass class NA_Poppy_Jng_Illaoi(Ratings): pass class NA_Poppy_Jng_Irelia(Ratings): pass class NA_Poppy_Jng_Ivern(Ratings): pass class NA_Poppy_Jng_Janna(Ratings): pass class NA_Poppy_Jng_JarvanIV(Ratings): pass class NA_Poppy_Jng_Jax(Ratings): pass class NA_Poppy_Jng_Jayce(Ratings): pass class NA_Poppy_Jng_Jhin(Ratings): pass class NA_Poppy_Jng_Jinx(Ratings): pass class NA_Poppy_Jng_Kalista(Ratings): pass class NA_Poppy_Jng_Karma(Ratings): pass class NA_Poppy_Jng_Karthus(Ratings): pass class NA_Poppy_Jng_Kassadin(Ratings): pass class NA_Poppy_Jng_Katarina(Ratings): pass class NA_Poppy_Jng_Kayle(Ratings): pass class NA_Poppy_Jng_Kayn(Ratings): pass class NA_Poppy_Jng_Kennen(Ratings): pass class NA_Poppy_Jng_Khazix(Ratings): pass class NA_Poppy_Jng_Kindred(Ratings): pass class NA_Poppy_Jng_Kled(Ratings): pass class NA_Poppy_Jng_KogMaw(Ratings): pass class NA_Poppy_Jng_Leblanc(Ratings): pass class NA_Poppy_Jng_LeeSin(Ratings): pass class NA_Poppy_Jng_Leona(Ratings): pass class NA_Poppy_Jng_Lissandra(Ratings): pass class NA_Poppy_Jng_Lucian(Ratings): pass class NA_Poppy_Jng_Lulu(Ratings): pass class NA_Poppy_Jng_Lux(Ratings): pass class NA_Poppy_Jng_Malphite(Ratings): pass class NA_Poppy_Jng_Malzahar(Ratings): pass class NA_Poppy_Jng_Maokai(Ratings): pass class NA_Poppy_Jng_MasterYi(Ratings): pass class NA_Poppy_Jng_MissFortune(Ratings): pass class NA_Poppy_Jng_MonkeyKing(Ratings): pass class NA_Poppy_Jng_Mordekaiser(Ratings): pass class NA_Poppy_Jng_Morgana(Ratings): pass class NA_Poppy_Jng_Nami(Ratings): pass class NA_Poppy_Jng_Nasus(Ratings): pass class NA_Poppy_Jng_Nautilus(Ratings): pass class NA_Poppy_Jng_Nidalee(Ratings): pass class NA_Poppy_Jng_Nocturne(Ratings): pass class NA_Poppy_Jng_Nunu(Ratings): pass class NA_Poppy_Jng_Olaf(Ratings): pass class NA_Poppy_Jng_Orianna(Ratings): pass class NA_Poppy_Jng_Ornn(Ratings): pass class NA_Poppy_Jng_Pantheon(Ratings): pass class NA_Poppy_Jng_Poppy(Ratings): pass class NA_Poppy_Jng_Quinn(Ratings): pass class NA_Poppy_Jng_Rakan(Ratings): pass class NA_Poppy_Jng_Rammus(Ratings): pass class NA_Poppy_Jng_RekSai(Ratings): pass class NA_Poppy_Jng_Renekton(Ratings): pass class NA_Poppy_Jng_Rengar(Ratings): pass class NA_Poppy_Jng_Riven(Ratings): pass class NA_Poppy_Jng_Rumble(Ratings): pass class NA_Poppy_Jng_Ryze(Ratings): pass class NA_Poppy_Jng_Sejuani(Ratings): pass class NA_Poppy_Jng_Shaco(Ratings): pass class NA_Poppy_Jng_Shen(Ratings): pass class NA_Poppy_Jng_Shyvana(Ratings): pass class NA_Poppy_Jng_Singed(Ratings): pass class NA_Poppy_Jng_Sion(Ratings): pass class NA_Poppy_Jng_Sivir(Ratings): pass class NA_Poppy_Jng_Skarner(Ratings): pass class NA_Poppy_Jng_Sona(Ratings): pass class NA_Poppy_Jng_Soraka(Ratings): pass class NA_Poppy_Jng_Swain(Ratings): pass class NA_Poppy_Jng_Syndra(Ratings): pass class NA_Poppy_Jng_TahmKench(Ratings): pass class NA_Poppy_Jng_Taliyah(Ratings): pass class NA_Poppy_Jng_Talon(Ratings): pass class NA_Poppy_Jng_Taric(Ratings): pass class NA_Poppy_Jng_Teemo(Ratings): pass class NA_Poppy_Jng_Thresh(Ratings): pass class NA_Poppy_Jng_Tristana(Ratings): pass class NA_Poppy_Jng_Trundle(Ratings): pass class NA_Poppy_Jng_Tryndamere(Ratings): pass class NA_Poppy_Jng_TwistedFate(Ratings): pass class NA_Poppy_Jng_Twitch(Ratings): pass class NA_Poppy_Jng_Udyr(Ratings): pass class NA_Poppy_Jng_Urgot(Ratings): pass class NA_Poppy_Jng_Varus(Ratings): pass class NA_Poppy_Jng_Vayne(Ratings): pass class NA_Poppy_Jng_Veigar(Ratings): pass class NA_Poppy_Jng_Velkoz(Ratings): pass class NA_Poppy_Jng_Vi(Ratings): pass class NA_Poppy_Jng_Viktor(Ratings): pass class NA_Poppy_Jng_Vladimir(Ratings): pass class NA_Poppy_Jng_Volibear(Ratings): pass class NA_Poppy_Jng_Warwick(Ratings): pass class NA_Poppy_Jng_Xayah(Ratings): pass class NA_Poppy_Jng_Xerath(Ratings): pass class NA_Poppy_Jng_XinZhao(Ratings): pass class NA_Poppy_Jng_Yasuo(Ratings): pass class NA_Poppy_Jng_Yorick(Ratings): pass class NA_Poppy_Jng_Zac(Ratings): pass class NA_Poppy_Jng_Zed(Ratings): pass class NA_Poppy_Jng_Ziggs(Ratings): pass class NA_Poppy_Jng_Zilean(Ratings): pass class NA_Poppy_Jng_Zyra(Ratings): pass

15.364508

46

0.761667

972

6,407

4.59465

0.151235

0.216301

0.370802

0.463502

0.797582

0

0.173404

6,407

416

47

15.401442

0.843278

0

0.498195

0

1

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true

0.498195

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0

null

1

0

1

0

null

0

1

0

6

897a254918d1fb162762d25214144081e7c6e2d7

39

py

Python

androidframer/__init__.py

abc22413/androidframer

67cb721964f1a27ecbda5b6e84ccb49e75b0c458

[ "Apache-2.0" ]

80

2019-08-03T12:26:22.000Z

2020-06-13T11:43:55.000Z

androidframer/__init__.py

abc22413/androidframer

67cb721964f1a27ecbda5b6e84ccb49e75b0c458

[ "Apache-2.0" ]

7

2019-08-03T09:50:28.000Z

2020-07-01T17:10:10.000Z

androidframer/__init__.py

abc22413/androidframer

67cb721964f1a27ecbda5b6e84ccb49e75b0c458

[ "Apache-2.0" ]

7

2020-07-06T11:27:08.000Z

2021-02-24T11:45:47.000Z

from androidframer.framer import Framer

39

0.897436

5

39

7

0.8

0

0.076923

39

1

39

0.972222

0

1

0

true

0

1

0

1

0

1

0

null

0

1

0

null

0

1

0

1

0

1

0

6

9846cb63a0389b2e69e89ec1122292cd314266af

43

py

Python

pykutils/__init__.py

pyokagan/pykutils

339a4e4db12f0ce44fd5ca3a94d385dbae7f4c34

[ "MIT" ]

null

pykutils/__init__.py

pyokagan/pykutils

339a4e4db12f0ce44fd5ca3a94d385dbae7f4c34

[ "MIT" ]

null

pykutils/__init__.py

pyokagan/pykutils

339a4e4db12f0ce44fd5ca3a94d385dbae7f4c34

[ "MIT" ]

null

"pyokagan's personal utilities collection"

21.5

42

0.837209

5

43

7.2

1

0

0.093023

43

1

43

0.923077

0.930233

0

0.930233

0

1

0

true

0

1

0

null

0

1

0

1

0

1

0

null

0

1

0

6

9846d7a929dfc7206aaef3926e2eb249dc72eda7

30

py

Python

notebooks/utils/tui/__init__.py

k4t0mono/ipln

ba71860bc38df52780903f647fb2404c61a6b3f2

[ "BSD-2-Clause" ]

1

2021-03-15T11:53:40.000Z

python/progress/__init__.py

pedromxavier/cookbook

243532f893651c34e70fbba8a52f3f129dbc8dd3

[ "MIT" ]

2

2020-03-24T17:06:03.000Z

2020-03-31T02:16:40.000Z

python/progress/__init__.py

pedromxavier/cookbook

243532f893651c34e70fbba8a52f3f129dbc8dd3

[ "MIT" ]

null

from .progress import Progress

30

0.866667

4

30

6.5

0.75

0

0.1

30

1

30

0.962963

0

1

0

true

0

1

0

1

0

1

0

null

0

1

0

null

0

1

0

1

0

1

0

6

985c54343672eceee6a9d1dd94eac7c468981170

42

py

Python

secrets/__init__.py

kskewes-sf/spinnakerbot

32a7ad75a0c12e09498d24fe0cc8dd1b810bd6f7

[ "Apache-2.0" ]

6

2020-03-18T10:33:53.000Z

2021-05-02T01:58:10.000Z

secrets/__init__.py

kskewes-sf/spinnakerbot

32a7ad75a0c12e09498d24fe0cc8dd1b810bd6f7

[ "Apache-2.0" ]

8

2020-03-28T23:01:00.000Z

2020-12-01T06:52:00.000Z

secrets/__init__.py

kskewes-sf/spinnakerbot

32a7ad75a0c12e09498d24fe0cc8dd1b810bd6f7

[ "Apache-2.0" ]

10

2020-02-05T16:24:28.000Z

2022-03-17T21:37:36.000Z

from .gcp_secrets import GcpSecretsManager

42

0.904762

5

42

7.4

1

0

0.071429

42

1

42

0.948718

0

1

0

true

0

1

0

1

0

1

0

null

0

1

0

null

0

1

0

1

0

1

0

6

7f3e63c1fb6018a2c9b775eebf7066a5b9766177

80

py

Python

2017-03-07-Introduction-to-Python/examples/11-dict.py

s3rvac/talks

469ea5d2d3d90527f77863b85746bbc2d7236cb1

[ "BSD-3-Clause" ]

2

2019-05-15T06:42:32.000Z

2020-08-01T11:48:40.000Z

2017-03-07-Introduction-to-Python/examples/11-dict.py

s3rvac/talks

469ea5d2d3d90527f77863b85746bbc2d7236cb1

[ "BSD-3-Clause" ]

null

2017-03-07-Introduction-to-Python/examples/11-dict.py

s3rvac/talks

469ea5d2d3d90527f77863b85746bbc2d7236cb1

[ "BSD-3-Clause" ]

1

2017-03-28T21:14:37.000Z

d = { 'John': 2.5, 'Paul': 1.5, 'Laura': 1 } print(d['John']) # 2.5

11.428571

22

0.3875

14

80

2.214286

0.571429

0.322581

0.387097

0.451613

0

0.127273

0.3125

80

6

23

13.333333

0.436364

0.0375

0

0.226667

0

1

0

false

0

0.166667

1

0

null

1

0

1

0

1

0

null

0

6

7f761293833e609b7440a654c809853058049750

306

py

Python

Files/Exceptions.py

MPCodeWriter21/Member21

1db91e24a1e48ea8dbe0b59e0493a6e67a0acc70

[ "MIT" ]

2

2021-01-31T04:11:20.000Z

2021-03-01T05:47:34.000Z

Files/Exceptions.py

MPCodeWriter21/Member21

1db91e24a1e48ea8dbe0b59e0493a6e67a0acc70

[ "MIT" ]

null

Files/Exceptions.py

MPCodeWriter21/Member21

1db91e24a1e48ea8dbe0b59e0493a6e67a0acc70

[ "MIT" ]

null

#!/usr/bin/python3 # Exceptions # CodeWriter21 class APIConfigNotFoundException(Exception): pass class APIConfigDamagedException(Exception): pass class NoBotConfigFoundException(Exception): pass class NoBotEnabledConfigFoundException(Exception): pass class ButtonsNotSetException(Exception): pass

17

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null

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6

f6abd2bb70c830656d6dec419339541fc37671cc

97

py

Python

office365/sharepoint/lists/list_rule.py

rikeshtailor/Office365-REST-Python-Client

ca7bfa1b22212137bb4e984c0457632163e89a43

[ "MIT" ]

null

office365/sharepoint/lists/list_rule.py

rikeshtailor/Office365-REST-Python-Client

ca7bfa1b22212137bb4e984c0457632163e89a43

[ "MIT" ]

null

office365/sharepoint/lists/list_rule.py

rikeshtailor/Office365-REST-Python-Client

ca7bfa1b22212137bb4e984c0457632163e89a43

[ "MIT" ]

null

from office365.sharepoint.base_entity import BaseEntity class SPListRule(BaseEntity): pass

16.166667

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0.814433

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97

7.090909

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0.035714

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1

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true

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0

1

0

null

0

1

0

1

0

6

f6e75ecad1ceab57bbff84d8d994897e463d2b9c

99

py

Python

tests/test_empty.py

ErikBjare/eeg-notebooks

73fd7ae7a723aafb41c36036da332b6e7e2a2b7b

[ "BSD-3-Clause" ]

null

tests/test_empty.py

ErikBjare/eeg-notebooks

73fd7ae7a723aafb41c36036da332b6e7e2a2b7b

[ "BSD-3-Clause" ]

null

tests/test_empty.py

ErikBjare/eeg-notebooks

73fd7ae7a723aafb41c36036da332b6e7e2a2b7b

[ "BSD-3-Clause" ]

null

def test_empty(): # Empty test that only imports eegnb, to make `pytest` pass import eegnb

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99

4.533333

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3

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null

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1

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1

0

1

0

6

63fd4bd54b5d3ab935a4584d74cf20a2fb417b19

38

py

Python

tests/functional/modules/a_hidden_import/__init__.py

hawkhai/pyinstaller

016a24479b34de161792c72dde455a81ad4c78ae

[ "Apache-2.0" ]

9,267

2015-01-01T04:08:45.000Z

2022-03-31T11:42:38.000Z

tests/functional/modules/a_hidden_import/__init__.py

hawkhai/pyinstaller

016a24479b34de161792c72dde455a81ad4c78ae

[ "Apache-2.0" ]

5,150

2015-01-01T12:09:56.000Z

2022-03-31T18:06:12.000Z

tests/functional/modules/a_hidden_import/__init__.py

hawkhai/pyinstaller

016a24479b34de161792c72dde455a81ad4c78ae

[ "Apache-2.0" ]

2,101

2015-01-03T10:25:27.000Z

2022-03-30T11:04:42.000Z

from . import submodule # noqa: F401

19

37

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5.4

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null

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1

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1

0

6

12447d579d2c9381064673a0bdaf590d555c5609

280

py

Python

pygarlic_validator/__init__.py

bybatkhuu/pygarlic_validator

8ea42545dbcede3faee553e02a5f7e560f9179c1

[ "MIT" ]

1

2022-03-31T06:37:43.000Z

pygarlic_validator/__init__.py

bybatkhuu/pygarlic_validator

8ea42545dbcede3faee553e02a5f7e560f9179c1

[ "MIT" ]

null

pygarlic_validator/__init__.py

bybatkhuu/pygarlic_validator

8ea42545dbcede3faee553e02a5f7e560f9179c1

[ "MIT" ]

null

# -*- coding: utf-8 -*- try: from pygarlic_validator.validator import validators, checkers, errors from pygarlic_validator.__version__ import __version__ except ImportError: from .validator import validators, checkers, errors from .__version__ import __version__

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0.333333

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8

74

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0.833333

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0

null

0

1

0

1

0

1

0

6

125e4ce6af2e9208f22b7dc0cf1dfcc12caa2872

178

py

Python

src/__init__.py

mldev-ai/ML-Text-Classification

fc3d64aaa56796c4ed22b7842df66d59eb90b8ab

[ "MIT" ]

null

src/__init__.py

mldev-ai/ML-Text-Classification

fc3d64aaa56796c4ed22b7842df66d59eb90b8ab

[ "MIT" ]

null

src/__init__.py

mldev-ai/ML-Text-Classification

fc3d64aaa56796c4ed22b7842df66d59eb90b8ab

[ "MIT" ]

null

from src.FeatureExtractor import Extractor from src.DataLoader import Dataset from src.Trainer import TrainClf from src.Inference import PredictClf from src.Models import MLModel

35.6

42

0.865169

25

178

6.16

0.52

0.227273

0

0.106742

178

5

43

35.6

0.968553

0

1

0

true

0

1

0

1

0

1

0

null

1

0

1

0

null

0

1

0

1

0

1

0

6

12695b68be997681bd60160adfb2433e6ae6d592

363

py

Python

stko/calculators/results/rmsd_results.py

stevenbennett96/stko

ee340af4fc549d5a2c3e9cba8360661335efe0fd

[ "MIT" ]

null

stko/calculators/results/rmsd_results.py

stevenbennett96/stko

ee340af4fc549d5a2c3e9cba8360661335efe0fd

[ "MIT" ]

null

stko/calculators/results/rmsd_results.py

stevenbennett96/stko

ee340af4fc549d5a2c3e9cba8360661335efe0fd

[ "MIT" ]

2

2020-05-08T17:51:25.000Z

2020-05-11T09:03:24.000Z

""" RMSD Results ============= #. :class:`.RmsdResults` Results class for extracting RMSD of two molecules. """ from .results import Results class RmsdResults(Results): """ Results class containing RMSD measures. """ def __init__(self, generator): self._value = next(generator) def get_rmsd(self): return self._value

13.961538

51

0.630854

39

363

5.692308

0.538462

0.216216

0.207207

0.27027

0

0.231405

363

25

52

14.52

0.795699

0.399449

0

1

0.333333

false

0

0.166667

0.833333

0

null

1

0

null

0

1

0

1

0

6

126a6a2bd916dd0fdaa7da08e0f5d55a3f54c764

235

py

Python

section_5_price_alert/src/models/stores/views.py

sagarnildass/The-complete-python-web-course

d5c21eebeeea466a0fa46c9dfac203c0e5b01433

[ "MIT" ]

null

section_5_price_alert/src/models/stores/views.py

sagarnildass/The-complete-python-web-course

d5c21eebeeea466a0fa46c9dfac203c0e5b01433

[ "MIT" ]

null

section_5_price_alert/src/models/stores/views.py

sagarnildass/The-complete-python-web-course

d5c21eebeeea466a0fa46c9dfac203c0e5b01433

[ "MIT" ]

null

from flask import Blueprint store_blueprint = Blueprint('stores', __name__) @store_blueprint.route('/') def index(): return "This is the stores index" @store_blueprint.route('store/<string:name>') def store_page(name): pass

19.583333

47

0.731915

31

235

5.290323

0.548387

0.256098

0.231707

0

0.13617

235

11

48

21.363636

0.807882

0

0.212766

0

1

0.25

false

0.125

0.5

0

null

1

0

null

0

1

0

1

0

1

0

1

0

6

89d96a6a92f05825ae249ab68a0f0c9119c3e39c

142

py

Python

azure-vote/azure-vote/mathlib.py

Naven360/azure-voting-app-redis

4db4ec14d3dc7e6973cf15abd35991e7b808f8ea

[ "MIT" ]

null

azure-vote/azure-vote/mathlib.py

Naven360/azure-voting-app-redis

4db4ec14d3dc7e6973cf15abd35991e7b808f8ea

[ "MIT" ]

null

azure-vote/azure-vote/mathlib.py

Naven360/azure-voting-app-redis

4db4ec14d3dc7e6973cf15abd35991e7b808f8ea

[ "MIT" ]

null

def calc_addition(a, b): return a + b def calc_multiply(a, b): return a * b def calc_substraction(a, b): return a - b

12.909091

28

0.577465

24

142

3.291667

0.333333

0.151899

0.303797

0.341772

0.556962

0.43038

0

0.316901

142

10

29

14.2

0.814433

0

1

0.5

false

0

0.5

1

0

1

0

null

0

1

0

null

0

1

0

1

0

6

d6108461167974069c65c6a572584dc99e5f0b27

65

py

Python

src/oceansat/commandline.py

brorfred/oceansat

5b336e385ca5efee5e8c59da97e8f9435b0fd3de

[ "MIT" ]

null

src/oceansat/commandline.py

brorfred/oceansat

5b336e385ca5efee5e8c59da97e8f9435b0fd3de

[ "MIT" ]

null

src/oceansat/commandline.py

brorfred/oceansat

5b336e385ca5efee5e8c59da97e8f9435b0fd3de

[ "MIT" ]

null

import oceansat def version(): print(oceansat.__version__)

10.833333

31

0.738462

7

65

6.285714

0.714286

0

0.169231

65

5

32

13

0.814815

0

1

0.333333

true

0

0.333333

0

0.666667

0.333333

1

0

null

0

1

0

null

0

1

0

1

0

1

0

6

d61c05a3a19fdc413a5ccfadf754e3b2889f7b2e

7,588

py

Python

apps/fifth_edition/tests/test_NPC_view_get.py

tylerfrenchx13/django-dnd

b0c78c51aebeed4195fd91a3e55c313c645f9c3b

[ "MIT" ]

null

apps/fifth_edition/tests/test_NPC_view_get.py

tylerfrenchx13/django-dnd

b0c78c51aebeed4195fd91a3e55c313c645f9c3b

[ "MIT" ]

null

apps/fifth_edition/tests/test_NPC_view_get.py

tylerfrenchx13/django-dnd

b0c78c51aebeed4195fd91a3e55c313c645f9c3b

[ "MIT" ]

null

from apps.fifth_edition.models import NPC from django.test import TestCase from rest_framework.test import APIClient class TestNPCViewGET(TestCase): """ Test class to verify functionality of the NPCViewGET API view. """ def setUp(self): """ Method to create required test data :return: None """ class_lookup = { 1: "Rogue", 2: "Paladin", 3: "Cleric", 4: "Barbarian", 5: "Warlock" } race_lookup = { 1: "Human", 2: "Dragonborn", 3: "Dwarf", 4: "Gnome", 5: "Tiefling" } # Create a set of NPC, with varying data for num in range(1, 6): npc_data = { "name": "NPC {}".format(num), "level": num * 2, "npc_class": class_lookup[num], "background": "Test Background", "race": race_lookup[num], "alignment": "Chaotic Good", } NPC.objects.create(**npc_data) def tearDown(self): """ Method to remove extraneous test data generated as a side effect of individual tests :return: None """ pass def test_NPC_get_view_no_params_successful(self): """ Unit test to verify that a direct request, with no query parameters works properly :return: None """ client = APIClient() response = client.get("/api/NPC", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertEqual(results[0]["level"], 10) self.assertEqual(results[-1]["level"], 2) def test_NPC_get_view_query_by_name_successful(self): """ Unit test to verify that querying by name works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?name=NPC 1", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 1) self.assertEqual(results[0]["name"], "NPC 1") def test_NPC_get_view_query_by_name_multiple_results_successful(self): """ Unit test to verify that querying by name works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?name=NPC", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) > 1) def test_NPC_get_view_query_by_name_no_results(self): """ Unit test to verify that querying by a name that doesn't exist works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?name=NPC 6", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 0) def test_NPC_get_view_query_by_class_no_results(self): """ Unit test to verify that querying by a class that doesn't exist works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?class=Monk", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 0) def test_NPC_get_view_query_by_race_successful(self): """ Unit test to verify that querying by race works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?race=Dwarf", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 1) self.assertEqual(results[0]["race"], "Dwarf") def test_NPC_get_view_query_by_race_no_results(self): """ Unit test to verify that querying by a race that doesn't exist works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?race=Half Orc", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 0) def test_NPC_get_view_query_by_level_above_successful(self): """ Unit test to verify that querying by level_above works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?level_above=9", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 1) self.assertEqual(results[0]["level"], 10) def test_NPC_get_view_query_by_level_above_no_results(self): """ Unit test to verify that querying by a level_above that doesn't exist works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?level_above=11", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 0) def test_NPC_get_view_query_by_level_below_successful(self): """ Unit test to verify that querying by level_below works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?level_below=3", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 1) self.assertEqual(results[0]["level"], 2) def test_NPC_get_view_query_by_level_below_no_results(self): """ Unit test to verify that querying by a level_below that doesn't exist works correctly :return: None """ client = APIClient() response = client.get("/api/NPC?level_below=1", format="json") # Assert status code self.assertEqual(response.status_code, 200) # Assert data in response results, specifically verifying order of objects by level results = response.data["results"] self.assertTrue(len(results) == 0)

30.845528

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0.6136

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5.034368

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0.024224

0.031491

0.82625

0.822506

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0.808853

0.800925

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245

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0

null

0

1

0

null

0

6

d6402fece1eb7235af268a48c88cea7e7009af96

1,778

py

Python

pirates/leveleditor/worldData/pvpTestv2.py

itsyaboyrocket/pirates

6ca1e7d571c670b0d976f65e608235707b5737e3

[ "BSD-3-Clause" ]

3

2021-02-25T06:38:13.000Z

2022-03-22T07:00:15.000Z

pirates/leveleditor/worldData/pvpTestv2.py

itsyaboyrocket/pirates

6ca1e7d571c670b0d976f65e608235707b5737e3

[ "BSD-3-Clause" ]

null

pirates/leveleditor/worldData/pvpTestv2.py

itsyaboyrocket/pirates

6ca1e7d571c670b0d976f65e608235707b5737e3

[ "BSD-3-Clause" ]

1

2021-02-25T06:38:17.000Z

# uncompyle6 version 3.2.0 # Python bytecode 2.4 (62061) # Decompiled from: Python 2.7.14 (v2.7.14:84471935ed, Sep 16 2017, 20:19:30) [MSC v.1500 32 bit (Intel)] # Embedded file name: pirates.leveleditor.worldData.pvpTestv2 from pandac.PandaModules import Point3, VBase3 objectStruct = {'Objects': {'1128540775.81jubutler': {'Type': 'Region', 'Name': 'pvpCTLw00', 'Objects': {'1128540801.88jubutler': {'Type': 'Island', 'File': 'pvpTestIslev2', 'Hpr': VBase3(0.0, 0.0, 0.0), 'Objects': {'1128541283.64jubutler': {'Type': 'LOD Sphere', 'Hpr': Point3(0.0, 0.0, 0.0), 'Pos': Point3(98.71, 144.17, 137.56), 'Radi': [1973, 2273, 2573], 'Scale': VBase3(1.0, 1.0, 1.0)}}, 'Pos': Point3(-20.329, 208.386, 0.348), 'Scale': VBase3(1.0, 1.0, 1.0), 'Visual': {'Model': 'models/islands/pir_m_are_isl_pvpSpanish'}}, '1128545304.45jubutler': {'Type': 'Ship Spawn Node', 'Hpr': VBase3(174.311, 0.0, 0.0), 'Level': '3', 'Pos': Point3(-340.74, 879.055, 0.0), 'Scale': VBase3(1.0, 1.0, 1.0), 'Spawnables': 'Merchant', 'Team': '0'}, '1128545309.55jubutler': {'Type': 'Ship Spawn Node', 'Hpr': VBase3(-166.14, 0.0, 0.0), 'Level': '3', 'Pos': Point3(306.496, 929.333, 0.0), 'Scale': VBase3(1.0, 1.0, 1.0), 'Spawnables': 'Merchant', 'Team': '0'}}}}, 'Node Links': [], 'Layers': {}, 'ObjectIds': {'1128540775.81jubutler': '["Objects"]["1128540775.81jubutler"]', '1128540801.88jubutler': '["Objects"]["1128540775.81jubutler"]["Objects"]["1128540801.88jubutler"]', '1128541283.64jubutler': '["Objects"]["1128540775.81jubutler"]["Objects"]["1128540801.88jubutler"]["Objects"]["1128541283.64jubutler"]', '1128545304.45jubutler': '["Objects"]["1128540775.81jubutler"]["Objects"]["1128545304.45jubutler"]', '1128545309.55jubutler': '["Objects"]["1128540775.81jubutler"]["Objects"]["1128545309.55jubutler"]'}}

296.333333

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0.662542

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1,778

4.831276

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0.027257

0.279387

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1,778

6

1,507

296.333333

0.455603

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0.5

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null

0

1

0

1

0

null

0

1

0

6

d649dcfccb6ac131b6a60ee86fa69ca48bf06995

1,911

py

Python

tests/commands/test_render_workflow_graph.py

SebastianKapunkt/joeflow

fbec6685d9d5fb2a4e3db92a9ca6e58cf5a4bce8

[ "BSD-3-Clause" ]

46

2019-01-29T18:23:38.000Z

2022-02-03T12:47:16.000Z

tests/commands/test_render_workflow_graph.py

codingjoe/galahad

ee52b81a8df868e5ab050345550596dbdcd23d5f

[ "BSD-3-Clause" ]

34

2019-10-11T03:42:56.000Z

2022-03-11T15:51:28.000Z

tests/commands/test_render_workflow_graph.py

codingjoe/galahad

ee52b81a8df868e5ab050345550596dbdcd23d5f

[ "BSD-3-Clause" ]

11

2020-04-22T07:17:16.000Z

2022-02-15T08:44:47.000Z

import os import tempfile from pathlib import Path from django.core.management import call_command def test_call_no_args(): tmp_dir = Path(tempfile.mkdtemp()) call_command("render_workflow_graph", "-d", tmp_dir) assert os.path.exists(str(tmp_dir / "testapp_simpleworkflow.svg")) assert os.path.exists(str(tmp_dir / "testapp_simpleworkflow")) def test_call_cleanup(): tmp_dir = Path(tempfile.mkdtemp()) call_command("render_workflow_graph", "-d", tmp_dir, "-c") assert os.path.exists(str(tmp_dir / "testapp_simpleworkflow.svg")) assert not os.path.exists(str(tmp_dir / "testapp_simpleworkflow")) def test_call_format_pdf(): tmp_dir = Path(tempfile.mkdtemp()) call_command("render_workflow_graph", "-d", tmp_dir, "-f", "pdf") assert os.path.exists(str(tmp_dir / "testapp_simpleworkflow.pdf")) def test_call_format_png(): tmp_dir = Path(tempfile.mkdtemp()) call_command("render_workflow_graph", "-d", tmp_dir, "-f", "png") assert os.path.exists(str(tmp_dir / "testapp_simpleworkflow.png")) def test_call_explicit_workflow(): tmp_dir = Path(tempfile.mkdtemp()) call_command( "render_workflow_graph", "-d", tmp_dir, "testapp.loopworkflow", "testapp.splitjoinworkflow", ) assert not os.path.exists(str(tmp_dir / "testapp_simpleworkflow.svg")) assert os.path.exists(str(tmp_dir / "testapp_loopworkflow.svg")) assert os.path.exists(str(tmp_dir / "testapp_splitjoinworkflow.svg")) def test_call_explicit_workflow_invalid(): tmp_dir = Path(tempfile.mkdtemp()) call_command( "render_workflow_graph", "-d", tmp_dir, "auth.user", "testapp.splitjoinworkflow" ) assert not os.path.exists(str(tmp_dir / "testapp_simpleworkflow.svg")) assert not os.path.exists(str(tmp_dir / "auth_user.svg")) assert os.path.exists(str(tmp_dir / "testapp_splitjoinworkflow.svg"))

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55

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null

0

1

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null

0

6

d6587d85df1f828c5ddbfdc7e6f01ce7674777d7

10,750

py

Python

tests/test_transfer.py

ivomastre/python-swift-cloud-tools

1edf440d1bf96c423b0a349bc8a0215897427fa5

[ "Apache-2.0" ]

null

tests/test_transfer.py

ivomastre/python-swift-cloud-tools

1edf440d1bf96c423b0a349bc8a0215897427fa5

[ "Apache-2.0" ]

null

tests/test_transfer.py

ivomastre/python-swift-cloud-tools

1edf440d1bf96c423b0a349bc8a0215897427fa5

[ "Apache-2.0" ]

null

# Copyright 2021 Grupo Globo # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import json from unittest import TestCase from unittest.mock import Mock, MagicMock, patch from swift_cloud_tools.client import SCTClient class TestTransfer(TestCase): def setUp(self): self.sct_host = 'http://swift-cloud-tools-dev.gcloud.dev.globoi.com' self.sct_api_key = 'd003d7dc6e2a48e99aed5082160de1fa' self.client = SCTClient( self.sct_host, self.sct_api_key ) @patch('swift_cloud_tools.client.requests.post') def test_transfer_create(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' project_name = 'alan' environment = 'dev' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } data = { "project_id": project_id, "project_name": project_name, "environment": environment } status = 201 content = "Transfer project '{}' environment '{}' created".format(project_name, environment) mock = Mock() mock.content = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_create(project_id, project_name, environment) mock_request.assert_called_once_with( '{}/v1/transfer/'.format(self.sct_host), data=json.dumps(data), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.content, content) @patch('swift_cloud_tools.client.requests.post') def test_transfer_create_unauthenticated(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' project_name = 'alan' environment = 'dev' headers = { 'Content-type': 'application/json', 'X-Auth-Token': '123456789' } data = { "project_id": project_id, "project_name": project_name, "environment": environment } status = 401 content = 'Unauthenticated' mock = Mock() mock.content = content mock.status_code = status mock_request.return_value = mock client = SCTClient( self.sct_host, '123456789' ) response = client.transfer_create(project_id, project_name, environment) mock_request.assert_called_once_with( '{}/v1/transfer/'.format(self.sct_host), data=json.dumps(data), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.content, content) @patch('swift_cloud_tools.client.requests.post') def test_transfer_create_incorrect_parameters(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' project_name = 'alan' environment = '' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } data = { "project_id": project_id, "project_name": project_name, "environment": environment } status = 422 content = 'incorrect parameters' mock = Mock() mock.content = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_create(project_id, project_name, environment) mock_request.assert_called_once_with( '{}/v1/transfer/'.format(self.sct_host), data=json.dumps(data), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.content, content) @patch('swift_cloud_tools.client.requests.get') def test_transfer_get(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' project_name = 'alan' environment = 'dev' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } status = 200 content = { 'id': 22, 'project_id': project_id, 'project_name': project_name, 'environment': environment, 'container_count_swift': 0, 'object_count_swift': 0, 'bytes_used_swift': 0, 'last_object': '', 'count_error': 0, 'container_count_gcp': 0, 'object_count_gcp': 0, 'bytes_used_gcp': 0, 'initial_date': '2021-10-07 11:05:00', 'final_date': '2021-10-07 11:29:00' } mock = Mock() mock.json = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_get(project_id) mock_request.assert_called_once_with( '{}/v1/transfer/{}'.format(self.sct_host, project_id), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.json, content) @patch('swift_cloud_tools.client.requests.get') def test_transfer_get_unauthenticated(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } status = 401 content = 'Unauthenticated' mock = Mock() mock.content = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_get(project_id) mock_request.assert_called_once_with( '{}/v1/transfer/{}'.format(self.sct_host, project_id), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.content, content) @patch('swift_cloud_tools.client.requests.get') def test_transfer_get_not_found(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } status = 404 content = '<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 3.2 Final//EN">\n<title>404 Not Found</title>\n<h1>Not Found</h1>\n<p>The requested URL was not found on the server. If you entered the URL manually please check your spelling and try again.</p>\n' mock = Mock() mock.content = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_get(project_id) mock_request.assert_called_once_with( '{}/v1/transfer/{}'.format(self.sct_host, project_id), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.content, content) @patch('swift_cloud_tools.client.requests.get') def test_transfer_status_uninitialized(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b_' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } status = 200 content = {'status': 'Migração não inicializada'} mock = Mock() mock.json = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_status(project_id) mock_request.assert_called_once_with( '{}/v1/transfer/status/{}'.format(self.sct_host, project_id), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.json, content) @patch('swift_cloud_tools.client.requests.get') def test_transfer_status_completed(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } status = 200 content = {'status': 'Migração concluída'} mock = Mock() mock.json = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_status(project_id) mock_request.assert_called_once_with( '{}/v1/transfer/status/{}'.format(self.sct_host, project_id), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.json, content) @patch('swift_cloud_tools.client.requests.get') def test_transfer_status_waiting(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } status = 200 content = {'status': 'Aguardando migração'} mock = Mock() mock.json = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_status(project_id) mock_request.assert_called_once_with( '{}/v1/transfer/status/{}'.format(self.sct_host, project_id), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.json, content) @patch('swift_cloud_tools.client.requests.get') def test_transfer_status_progress(self, mock_request): project_id = '64b10d56454c4b1eb91b46b62d27c8b2' headers = { 'Content-type': 'application/json', 'X-Auth-Token': self.sct_api_key } status = 200 content = {'status': 'Migrando', 'progress': 93} mock = Mock() mock.json = content mock.status_code = status mock_request.return_value = mock response = self.client.transfer_status(project_id) mock_request.assert_called_once_with( '{}/v1/transfer/status/{}'.format(self.sct_host, project_id), headers=headers ) self.assertEqual(response.status_code, status) self.assertEqual(response.json, content)

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257

0.619628

1,156

10,750

5.541522

0.16263

0.049173

0.049953

0.03606

0.795348

0.779113

0.77443

0

0.043865

0.278977

10,750

331

258

32.477341

0.782609

0.050977

0

0.700389

0

0.003891

0.212505

0.087063

0

0.116732

1

0.042802

false

0

0.015564

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0.062257

0

null

0

1

0

1

0

null

0

6

c38bc899014dd58543369ec2535371a13a21d780

129

py

Python

sapi_app/admin.py

calixo888/sapi

a2ff327795a7ea088cb158f7738af9121e465a08

[ "MIT" ]

null

sapi_app/admin.py

calixo888/sapi

a2ff327795a7ea088cb158f7738af9121e465a08

[ "MIT" ]

7

2020-06-06T01:14:59.000Z

2022-02-10T09:21:28.000Z

sapi_app/admin.py

calixo888/sapi

a2ff327795a7ea088cb158f7738af9121e465a08

[ "MIT" ]

null

from django.contrib import admin from . import models admin.site.register(models.APIKey) admin.site.register(models.JSONRecord)

21.5

38

0.821705

18

129

5.888889

0.555556

0.169811

0.320755

0.433962

0

0.085271

129

5

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25.8

0.898305

0

1

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true

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null

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null

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6