From 499ade961dae4ed2a0ef6b3038ca6eb5365d2a52 Mon Sep 17 00:00:00 2001 From: jospina Date: Fri, 28 Aug 2020 01:27:43 -0700 Subject: [PATCH 1/8] feat(connector): adding functionality for generating connector configuration files --- dataprep/connector/config_generator.py | 215 +++++++++++++++++++++++++ 1 file changed, 215 insertions(+) create mode 100644 dataprep/connector/config_generator.py diff --git a/dataprep/connector/config_generator.py b/dataprep/connector/config_generator.py new file mode 100644 index 000000000..e8128a143 --- /dev/null +++ b/dataprep/connector/config_generator.py @@ -0,0 +1,215 @@ +""" + This module implements the generation of connector configuration files +""" +from requests import Request, Response, Session +import re +import json +from urllib import parse + + +def create_config(example: str) -> 'ConfigGenerator': + """ + Creates a ConfigGenerator object which has an in-memory + representation of a configuration file + + Returns + ------- + ConfigGenerator + The ConfigGenerator instance. + """ + cg = ConfigGenerator() + cg.add_example(example) + return cg + + +class ConfigGenerator: + """ + Class that generate configuration files according to + input information provided by the user, for example + an HTTP request example from a REST API. + + Example + ------- + >>> from dataprep.connector import config_generator as cg + >>> request_example = "GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json" + >>> config = cg.create_config(request_example) + + """ + _request_example: str + _url: str + _parameters: dict + _content_type: str + _table_path: str + _version: int + _request: dict + _response: dict + _method: str + _schema_cols: list + _headers: dict + _orient: str + _session: Session + _config: str + + def __init__( + self + ) -> None: + self._request_example = str() + self._url = str() + self._parameters = dict() + self._content_type = str() + self._table_path = "$[*]" + self._version = 1 + self._request = dict() + self._response = dict() + self._method = "GET" + self._schema_cols = list() + self._headers = dict() + self._orient = "records" + self._session = Session() + self._config = str() + + def add_example( + self, + request_example: str + ) -> 'ConfigGenerator': + """ + Parse the request example, execute the request, create the in-memory + representation of a configuration file and returns the corresponding + ConfigGenerator object. + + Parameters + ---------- + request_example + The HTTP request example, e.g.: + GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json + + Returns + ------- + ConfigGenerator + The ConfigGenerator instance created from the request example. + """ + + self._parse_example(request_example) + self._execute_request() + self._create_config_file_representation() + return self + + def _parse_example( + self, + request_example: str + ) -> None: + """ + Parse the request example extracting all the relevant information to perform + a request. + + Parameters + ---------- + request_example + The HTTP request example, for example: + GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json + """ + self._request_example = request_example + try: + request_full_url = re.search("(?Phttps?://[^\s]+)", self._request_example).group("url") + except Exception: + raise RuntimeError(f"Malformed request example syntax: {self._request_example}") from None + else: + parsed_full_url = parse.urlparse(request_full_url) + self._parameters = parse.parse_qs(parsed_full_url.query) + if len(self._parameters) != 0: + lst_parsed_full_url = list(parsed_full_url) + lst_parsed_full_url[4] = str() + self._url = parse.urlunparse(lst_parsed_full_url) + else: + raise RuntimeError(f"Malformed request example syntax: {self._request_example}") from None + + def _execute_request( + self + ) -> None: + """ + Execute an HTTP request taking as input all the parameters extracted from the request example, + then, extract all the relevant information from the received HTTP response. + """ + request = Request( + method=self._method, + url=self._url, + headers=self._headers, + params=self._parameters, + json=None, + data=None, + cookies=dict(), + ) + prep_request = request.prepare() + try: + resp: Response = self._session.send( + prep_request + ) + except OSError: + raise + else: + if resp.status_code == 200: + self._content_type = resp.headers['content-type'] + try: + self._response = resp.json() + except ValueError: + raise RuntimeError(f"Response body from {self._url} does not contain a valid JSON.") from None + else: + raise RuntimeError(f"HTTP status received: {resp.status_code}. Expected: 200.") from None + + def _create_config_file_representation( + self + ) -> None: + """ + Creates an in-memory representation (string) of a configuration file. + """ + if len(self._response) == 0: + self._schema_cols = list() + else: + self._schema_cols = list(dict(list(self._response.values())[0]).keys()) + config = { + "version": self._version, + "request": { + "url": self._url, + "method": self._method, + "params": {p: False for p in self._parameters.keys()} + }, + "response": { + "ctype": "application/json", + "tablePath": self._table_path, + "schema": {sc: {"target": f"$." + sc, "type": "string"} for sc in self._schema_cols}, + "orient": self._orient + } + } + self._config = json.dumps(config, indent=4) + + def save( + self, + filename: str + ) -> None: + """ + Save to disk the current in-memory representation (string) of a configuration file to a + file specified as parameter. + + Parameters + ---------- + filename + Name of the file to be saved. It can include the path. + """ + try: + with open(filename, "w") as outfile: + outfile.write(self._config) + except IOError: + raise + + def to_string( + self + ) -> str: + """ + Return the current in-memory representation (string) of a configuration file. + + Returns + ------- + _config + String of the in-memory representation (string) of a configuration file. + """ + return self._config From 5569990b0f28d6c8f65143c62aee6fbcd66c934d Mon Sep 17 00:00:00 2001 From: jospina Date: Tue, 1 Sep 2020 16:36:07 -0700 Subject: [PATCH 2/8] feat(connector): adding functionality for generating connector configuration files --- dataprep/connector/config_generator.py | 63 +++++++++++++------------- 1 file changed, 31 insertions(+), 32 deletions(-) diff --git a/dataprep/connector/config_generator.py b/dataprep/connector/config_generator.py index e8128a143..ed13e578d 100644 --- a/dataprep/connector/config_generator.py +++ b/dataprep/connector/config_generator.py @@ -1,10 +1,10 @@ """ This module implements the generation of connector configuration files """ -from requests import Request, Response, Session import re import json from urllib import parse +from requests import Request, Response, Session def create_config(example: str) -> 'ConfigGenerator': @@ -17,11 +17,12 @@ def create_config(example: str) -> 'ConfigGenerator': ConfigGenerator The ConfigGenerator instance. """ - cg = ConfigGenerator() - cg.add_example(example) - return cg + config_gen = ConfigGenerator() + config_gen.add_example(example) + return config_gen +# pylint: disable=too-many-instance-attributes class ConfigGenerator: """ Class that generate configuration files according to @@ -31,8 +32,8 @@ class ConfigGenerator: Example ------- >>> from dataprep.connector import config_generator as cg - >>> request_example = "GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json" - >>> config = cg.create_config(request_example) + >>> req_example = "GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json" + >>> config = cg.create_config(req_example) """ _request_example: str @@ -110,9 +111,11 @@ def _parse_example( """ self._request_example = request_example try: - request_full_url = re.search("(?Phttps?://[^\s]+)", self._request_example).group("url") + request_full_url = re.search("(?Phttps?://[^\s]+)", + self._request_example).group("url") except Exception: - raise RuntimeError(f"Malformed request example syntax: {self._request_example}") from None + raise RuntimeError(f"Malformed request example syntax: \ + {self._request_example}") from None else: parsed_full_url = parse.urlparse(request_full_url) self._parameters = parse.parse_qs(parsed_full_url.query) @@ -121,14 +124,16 @@ def _parse_example( lst_parsed_full_url[4] = str() self._url = parse.urlunparse(lst_parsed_full_url) else: - raise RuntimeError(f"Malformed request example syntax: {self._request_example}") from None + raise RuntimeError(f"Malformed request example syntax: \ + {self._request_example}") from None def _execute_request( self ) -> None: """ - Execute an HTTP request taking as input all the parameters extracted from the request example, - then, extract all the relevant information from the received HTTP response. + Execute an HTTP request taking as input all the parameters extracted from + the request example, then, extract all the relevant information from the + received HTTP response. """ request = Request( method=self._method, @@ -140,21 +145,17 @@ def _execute_request( cookies=dict(), ) prep_request = request.prepare() - try: - resp: Response = self._session.send( - prep_request - ) - except OSError: - raise + resp: Response = self._session.send(prep_request) + if resp.status_code == 200: + self._content_type = resp.headers['content-type'] + try: + self._response = resp.json() + except ValueError: + raise RuntimeError(f"Response body from {self._url} \ + does not contain a valid JSON.") from None else: - if resp.status_code == 200: - self._content_type = resp.headers['content-type'] - try: - self._response = resp.json() - except ValueError: - raise RuntimeError(f"Response body from {self._url} does not contain a valid JSON.") from None - else: - raise RuntimeError(f"HTTP status received: {resp.status_code}. Expected: 200.") from None + raise RuntimeError(f"HTTP status received: {resp.status_code}. \ + Expected: 200.") from None def _create_config_file_representation( self @@ -171,12 +172,13 @@ def _create_config_file_representation( "request": { "url": self._url, "method": self._method, - "params": {p: False for p in self._parameters.keys()} + "params": {p: False for p in self._parameters} }, "response": { "ctype": "application/json", "tablePath": self._table_path, - "schema": {sc: {"target": f"$." + sc, "type": "string"} for sc in self._schema_cols}, + "schema": {sc: {"target": "$." + sc, "type": "string"} + for sc in self._schema_cols}, "orient": self._orient } } @@ -195,11 +197,8 @@ def save( filename Name of the file to be saved. It can include the path. """ - try: - with open(filename, "w") as outfile: - outfile.write(self._config) - except IOError: - raise + with open(filename, "w") as outfile: + outfile.write(self._config) def to_string( self From ee84521e9160a42b9c14dae27fe53bcce7def785 Mon Sep 17 00:00:00 2001 From: jospina Date: Wed, 9 Sep 2020 21:27:45 -0700 Subject: [PATCH 3/8] feat(connector): adding functionality for generating connector configuration files --- dataprep/connector/config_generator.py | 77 ++++++++++++-------------- 1 file changed, 36 insertions(+), 41 deletions(-) diff --git a/dataprep/connector/config_generator.py b/dataprep/connector/config_generator.py index ed13e578d..8e3020eb8 100644 --- a/dataprep/connector/config_generator.py +++ b/dataprep/connector/config_generator.py @@ -7,7 +7,7 @@ from requests import Request, Response, Session -def create_config(example: str) -> 'ConfigGenerator': +def create_config(example: str) -> "ConfigGenerator": """ Creates a ConfigGenerator object which has an in-memory representation of a configuration file @@ -36,6 +36,7 @@ class ConfigGenerator: >>> config = cg.create_config(req_example) """ + _request_example: str _url: str _parameters: dict @@ -51,9 +52,7 @@ class ConfigGenerator: _session: Session _config: str - def __init__( - self - ) -> None: + def __init__(self) -> None: self._request_example = str() self._url = str() self._parameters = dict() @@ -69,10 +68,7 @@ def __init__( self._session = Session() self._config = str() - def add_example( - self, - request_example: str - ) -> 'ConfigGenerator': + def add_example(self, request_example: str) -> "ConfigGenerator": """ Parse the request example, execute the request, create the in-memory representation of a configuration file and returns the corresponding @@ -95,10 +91,7 @@ def add_example( self._create_config_file_representation() return self - def _parse_example( - self, - request_example: str - ) -> None: + def _parse_example(self, request_example: str) -> None: """ Parse the request example extracting all the relevant information to perform a request. @@ -111,11 +104,14 @@ def _parse_example( """ self._request_example = request_example try: - request_full_url = re.search("(?Phttps?://[^\s]+)", - self._request_example).group("url") + request_full_url = re.search( + "(?Phttps?://[^\s]+)", self._request_example + ).group("url") except Exception: - raise RuntimeError(f"Malformed request example syntax: \ - {self._request_example}") from None + raise RuntimeError( + f"Malformed request example syntax: \ + {self._request_example}" + ) from None else: parsed_full_url = parse.urlparse(request_full_url) self._parameters = parse.parse_qs(parsed_full_url.query) @@ -124,12 +120,12 @@ def _parse_example( lst_parsed_full_url[4] = str() self._url = parse.urlunparse(lst_parsed_full_url) else: - raise RuntimeError(f"Malformed request example syntax: \ - {self._request_example}") from None + raise RuntimeError( + f"Malformed request example syntax: \ + {self._request_example}" + ) from None - def _execute_request( - self - ) -> None: + def _execute_request(self) -> None: """ Execute an HTTP request taking as input all the parameters extracted from the request example, then, extract all the relevant information from the @@ -147,19 +143,21 @@ def _execute_request( prep_request = request.prepare() resp: Response = self._session.send(prep_request) if resp.status_code == 200: - self._content_type = resp.headers['content-type'] + self._content_type = resp.headers["content-type"] try: self._response = resp.json() except ValueError: - raise RuntimeError(f"Response body from {self._url} \ - does not contain a valid JSON.") from None + raise RuntimeError( + f"Response body from {self._url} \ + does not contain a valid JSON." + ) from None else: - raise RuntimeError(f"HTTP status received: {resp.status_code}. \ - Expected: 200.") from None + raise RuntimeError( + f"HTTP status received: {resp.status_code}. \ + Expected: 200." + ) from None - def _create_config_file_representation( - self - ) -> None: + def _create_config_file_representation(self) -> None: """ Creates an in-memory representation (string) of a configuration file. """ @@ -172,22 +170,21 @@ def _create_config_file_representation( "request": { "url": self._url, "method": self._method, - "params": {p: False for p in self._parameters} + "params": {p: False for p in self._parameters}, }, "response": { "ctype": "application/json", "tablePath": self._table_path, - "schema": {sc: {"target": "$." + sc, "type": "string"} - for sc in self._schema_cols}, - "orient": self._orient - } + "schema": { + sc: {"target": "$." + sc, "type": "string"} + for sc in self._schema_cols + }, + "orient": self._orient, + }, } self._config = json.dumps(config, indent=4) - def save( - self, - filename: str - ) -> None: + def save(self, filename: str) -> None: """ Save to disk the current in-memory representation (string) of a configuration file to a file specified as parameter. @@ -200,9 +197,7 @@ def save( with open(filename, "w") as outfile: outfile.write(self._config) - def to_string( - self - ) -> str: + def to_string(self) -> str: """ Return the current in-memory representation (string) of a configuration file. From 324ad3e22b870a982533f493bed9fea3bd51cf21 Mon Sep 17 00:00:00 2001 From: jospina Date: Fri, 28 Aug 2020 01:27:43 -0700 Subject: [PATCH 4/8] feat(connector): adding functionality for generating connector configuration files --- dataprep/connector/config_generator.py | 215 +++++++++++++++++++++++++ 1 file changed, 215 insertions(+) create mode 100644 dataprep/connector/config_generator.py diff --git a/dataprep/connector/config_generator.py b/dataprep/connector/config_generator.py new file mode 100644 index 000000000..e8128a143 --- /dev/null +++ b/dataprep/connector/config_generator.py @@ -0,0 +1,215 @@ +""" + This module implements the generation of connector configuration files +""" +from requests import Request, Response, Session +import re +import json +from urllib import parse + + +def create_config(example: str) -> 'ConfigGenerator': + """ + Creates a ConfigGenerator object which has an in-memory + representation of a configuration file + + Returns + ------- + ConfigGenerator + The ConfigGenerator instance. + """ + cg = ConfigGenerator() + cg.add_example(example) + return cg + + +class ConfigGenerator: + """ + Class that generate configuration files according to + input information provided by the user, for example + an HTTP request example from a REST API. + + Example + ------- + >>> from dataprep.connector import config_generator as cg + >>> request_example = "GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json" + >>> config = cg.create_config(request_example) + + """ + _request_example: str + _url: str + _parameters: dict + _content_type: str + _table_path: str + _version: int + _request: dict + _response: dict + _method: str + _schema_cols: list + _headers: dict + _orient: str + _session: Session + _config: str + + def __init__( + self + ) -> None: + self._request_example = str() + self._url = str() + self._parameters = dict() + self._content_type = str() + self._table_path = "$[*]" + self._version = 1 + self._request = dict() + self._response = dict() + self._method = "GET" + self._schema_cols = list() + self._headers = dict() + self._orient = "records" + self._session = Session() + self._config = str() + + def add_example( + self, + request_example: str + ) -> 'ConfigGenerator': + """ + Parse the request example, execute the request, create the in-memory + representation of a configuration file and returns the corresponding + ConfigGenerator object. + + Parameters + ---------- + request_example + The HTTP request example, e.g.: + GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json + + Returns + ------- + ConfigGenerator + The ConfigGenerator instance created from the request example. + """ + + self._parse_example(request_example) + self._execute_request() + self._create_config_file_representation() + return self + + def _parse_example( + self, + request_example: str + ) -> None: + """ + Parse the request example extracting all the relevant information to perform + a request. + + Parameters + ---------- + request_example + The HTTP request example, for example: + GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json + """ + self._request_example = request_example + try: + request_full_url = re.search("(?Phttps?://[^\s]+)", self._request_example).group("url") + except Exception: + raise RuntimeError(f"Malformed request example syntax: {self._request_example}") from None + else: + parsed_full_url = parse.urlparse(request_full_url) + self._parameters = parse.parse_qs(parsed_full_url.query) + if len(self._parameters) != 0: + lst_parsed_full_url = list(parsed_full_url) + lst_parsed_full_url[4] = str() + self._url = parse.urlunparse(lst_parsed_full_url) + else: + raise RuntimeError(f"Malformed request example syntax: {self._request_example}") from None + + def _execute_request( + self + ) -> None: + """ + Execute an HTTP request taking as input all the parameters extracted from the request example, + then, extract all the relevant information from the received HTTP response. + """ + request = Request( + method=self._method, + url=self._url, + headers=self._headers, + params=self._parameters, + json=None, + data=None, + cookies=dict(), + ) + prep_request = request.prepare() + try: + resp: Response = self._session.send( + prep_request + ) + except OSError: + raise + else: + if resp.status_code == 200: + self._content_type = resp.headers['content-type'] + try: + self._response = resp.json() + except ValueError: + raise RuntimeError(f"Response body from {self._url} does not contain a valid JSON.") from None + else: + raise RuntimeError(f"HTTP status received: {resp.status_code}. Expected: 200.") from None + + def _create_config_file_representation( + self + ) -> None: + """ + Creates an in-memory representation (string) of a configuration file. + """ + if len(self._response) == 0: + self._schema_cols = list() + else: + self._schema_cols = list(dict(list(self._response.values())[0]).keys()) + config = { + "version": self._version, + "request": { + "url": self._url, + "method": self._method, + "params": {p: False for p in self._parameters.keys()} + }, + "response": { + "ctype": "application/json", + "tablePath": self._table_path, + "schema": {sc: {"target": f"$." + sc, "type": "string"} for sc in self._schema_cols}, + "orient": self._orient + } + } + self._config = json.dumps(config, indent=4) + + def save( + self, + filename: str + ) -> None: + """ + Save to disk the current in-memory representation (string) of a configuration file to a + file specified as parameter. + + Parameters + ---------- + filename + Name of the file to be saved. It can include the path. + """ + try: + with open(filename, "w") as outfile: + outfile.write(self._config) + except IOError: + raise + + def to_string( + self + ) -> str: + """ + Return the current in-memory representation (string) of a configuration file. + + Returns + ------- + _config + String of the in-memory representation (string) of a configuration file. + """ + return self._config From 680a1cce082c5fe13d29505603be37d6bf61cb26 Mon Sep 17 00:00:00 2001 From: jospina Date: Tue, 1 Sep 2020 16:36:07 -0700 Subject: [PATCH 5/8] feat(connector): adding functionality for generating connector configuration files --- dataprep/connector/config_generator.py | 63 +++++++++++++------------- 1 file changed, 31 insertions(+), 32 deletions(-) diff --git a/dataprep/connector/config_generator.py b/dataprep/connector/config_generator.py index e8128a143..ed13e578d 100644 --- a/dataprep/connector/config_generator.py +++ b/dataprep/connector/config_generator.py @@ -1,10 +1,10 @@ """ This module implements the generation of connector configuration files """ -from requests import Request, Response, Session import re import json from urllib import parse +from requests import Request, Response, Session def create_config(example: str) -> 'ConfigGenerator': @@ -17,11 +17,12 @@ def create_config(example: str) -> 'ConfigGenerator': ConfigGenerator The ConfigGenerator instance. """ - cg = ConfigGenerator() - cg.add_example(example) - return cg + config_gen = ConfigGenerator() + config_gen.add_example(example) + return config_gen +# pylint: disable=too-many-instance-attributes class ConfigGenerator: """ Class that generate configuration files according to @@ -31,8 +32,8 @@ class ConfigGenerator: Example ------- >>> from dataprep.connector import config_generator as cg - >>> request_example = "GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json" - >>> config = cg.create_config(request_example) + >>> req_example = "GET https://openlibrary.org/api/books?bibkeys=ISBN:0385472579&format=json" + >>> config = cg.create_config(req_example) """ _request_example: str @@ -110,9 +111,11 @@ def _parse_example( """ self._request_example = request_example try: - request_full_url = re.search("(?Phttps?://[^\s]+)", self._request_example).group("url") + request_full_url = re.search("(?Phttps?://[^\s]+)", + self._request_example).group("url") except Exception: - raise RuntimeError(f"Malformed request example syntax: {self._request_example}") from None + raise RuntimeError(f"Malformed request example syntax: \ + {self._request_example}") from None else: parsed_full_url = parse.urlparse(request_full_url) self._parameters = parse.parse_qs(parsed_full_url.query) @@ -121,14 +124,16 @@ def _parse_example( lst_parsed_full_url[4] = str() self._url = parse.urlunparse(lst_parsed_full_url) else: - raise RuntimeError(f"Malformed request example syntax: {self._request_example}") from None + raise RuntimeError(f"Malformed request example syntax: \ + {self._request_example}") from None def _execute_request( self ) -> None: """ - Execute an HTTP request taking as input all the parameters extracted from the request example, - then, extract all the relevant information from the received HTTP response. + Execute an HTTP request taking as input all the parameters extracted from + the request example, then, extract all the relevant information from the + received HTTP response. """ request = Request( method=self._method, @@ -140,21 +145,17 @@ def _execute_request( cookies=dict(), ) prep_request = request.prepare() - try: - resp: Response = self._session.send( - prep_request - ) - except OSError: - raise + resp: Response = self._session.send(prep_request) + if resp.status_code == 200: + self._content_type = resp.headers['content-type'] + try: + self._response = resp.json() + except ValueError: + raise RuntimeError(f"Response body from {self._url} \ + does not contain a valid JSON.") from None else: - if resp.status_code == 200: - self._content_type = resp.headers['content-type'] - try: - self._response = resp.json() - except ValueError: - raise RuntimeError(f"Response body from {self._url} does not contain a valid JSON.") from None - else: - raise RuntimeError(f"HTTP status received: {resp.status_code}. Expected: 200.") from None + raise RuntimeError(f"HTTP status received: {resp.status_code}. \ + Expected: 200.") from None def _create_config_file_representation( self @@ -171,12 +172,13 @@ def _create_config_file_representation( "request": { "url": self._url, "method": self._method, - "params": {p: False for p in self._parameters.keys()} + "params": {p: False for p in self._parameters} }, "response": { "ctype": "application/json", "tablePath": self._table_path, - "schema": {sc: {"target": f"$." + sc, "type": "string"} for sc in self._schema_cols}, + "schema": {sc: {"target": "$." + sc, "type": "string"} + for sc in self._schema_cols}, "orient": self._orient } } @@ -195,11 +197,8 @@ def save( filename Name of the file to be saved. It can include the path. """ - try: - with open(filename, "w") as outfile: - outfile.write(self._config) - except IOError: - raise + with open(filename, "w") as outfile: + outfile.write(self._config) def to_string( self From 1ae4cab1920db9765cacb106c5fc138ca6dae4a7 Mon Sep 17 00:00:00 2001 From: jospina Date: Wed, 9 Sep 2020 21:27:45 -0700 Subject: [PATCH 6/8] feat(connector): adding functionality for generating connector configuration files --- dataprep/connector/config_generator.py | 77 ++++++++++++-------------- 1 file changed, 36 insertions(+), 41 deletions(-) diff --git a/dataprep/connector/config_generator.py b/dataprep/connector/config_generator.py index ed13e578d..8e3020eb8 100644 --- a/dataprep/connector/config_generator.py +++ b/dataprep/connector/config_generator.py @@ -7,7 +7,7 @@ from requests import Request, Response, Session -def create_config(example: str) -> 'ConfigGenerator': +def create_config(example: str) -> "ConfigGenerator": """ Creates a ConfigGenerator object which has an in-memory representation of a configuration file @@ -36,6 +36,7 @@ class ConfigGenerator: >>> config = cg.create_config(req_example) """ + _request_example: str _url: str _parameters: dict @@ -51,9 +52,7 @@ class ConfigGenerator: _session: Session _config: str - def __init__( - self - ) -> None: + def __init__(self) -> None: self._request_example = str() self._url = str() self._parameters = dict() @@ -69,10 +68,7 @@ def __init__( self._session = Session() self._config = str() - def add_example( - self, - request_example: str - ) -> 'ConfigGenerator': + def add_example(self, request_example: str) -> "ConfigGenerator": """ Parse the request example, execute the request, create the in-memory representation of a configuration file and returns the corresponding @@ -95,10 +91,7 @@ def add_example( self._create_config_file_representation() return self - def _parse_example( - self, - request_example: str - ) -> None: + def _parse_example(self, request_example: str) -> None: """ Parse the request example extracting all the relevant information to perform a request. @@ -111,11 +104,14 @@ def _parse_example( """ self._request_example = request_example try: - request_full_url = re.search("(?Phttps?://[^\s]+)", - self._request_example).group("url") + request_full_url = re.search( + "(?Phttps?://[^\s]+)", self._request_example + ).group("url") except Exception: - raise RuntimeError(f"Malformed request example syntax: \ - {self._request_example}") from None + raise RuntimeError( + f"Malformed request example syntax: \ + {self._request_example}" + ) from None else: parsed_full_url = parse.urlparse(request_full_url) self._parameters = parse.parse_qs(parsed_full_url.query) @@ -124,12 +120,12 @@ def _parse_example( lst_parsed_full_url[4] = str() self._url = parse.urlunparse(lst_parsed_full_url) else: - raise RuntimeError(f"Malformed request example syntax: \ - {self._request_example}") from None + raise RuntimeError( + f"Malformed request example syntax: \ + {self._request_example}" + ) from None - def _execute_request( - self - ) -> None: + def _execute_request(self) -> None: """ Execute an HTTP request taking as input all the parameters extracted from the request example, then, extract all the relevant information from the @@ -147,19 +143,21 @@ def _execute_request( prep_request = request.prepare() resp: Response = self._session.send(prep_request) if resp.status_code == 200: - self._content_type = resp.headers['content-type'] + self._content_type = resp.headers["content-type"] try: self._response = resp.json() except ValueError: - raise RuntimeError(f"Response body from {self._url} \ - does not contain a valid JSON.") from None + raise RuntimeError( + f"Response body from {self._url} \ + does not contain a valid JSON." + ) from None else: - raise RuntimeError(f"HTTP status received: {resp.status_code}. \ - Expected: 200.") from None + raise RuntimeError( + f"HTTP status received: {resp.status_code}. \ + Expected: 200." + ) from None - def _create_config_file_representation( - self - ) -> None: + def _create_config_file_representation(self) -> None: """ Creates an in-memory representation (string) of a configuration file. """ @@ -172,22 +170,21 @@ def _create_config_file_representation( "request": { "url": self._url, "method": self._method, - "params": {p: False for p in self._parameters} + "params": {p: False for p in self._parameters}, }, "response": { "ctype": "application/json", "tablePath": self._table_path, - "schema": {sc: {"target": "$." + sc, "type": "string"} - for sc in self._schema_cols}, - "orient": self._orient - } + "schema": { + sc: {"target": "$." + sc, "type": "string"} + for sc in self._schema_cols + }, + "orient": self._orient, + }, } self._config = json.dumps(config, indent=4) - def save( - self, - filename: str - ) -> None: + def save(self, filename: str) -> None: """ Save to disk the current in-memory representation (string) of a configuration file to a file specified as parameter. @@ -200,9 +197,7 @@ def save( with open(filename, "w") as outfile: outfile.write(self._config) - def to_string( - self - ) -> str: + def to_string(self) -> str: """ Return the current in-memory representation (string) of a configuration file. From a3c8b482a97dcf4cd1b98c9e95dde5873ee216d3 Mon Sep 17 00:00:00 2001 From: Juan Ospina Date: Tue, 6 Oct 2020 16:17:12 -0700 Subject: [PATCH 7/8] chore: Modify Connector section --- README.md | 14 +++++++++++++- assets/connector_concurrency.gif | Bin 0 -> 223317 bytes assets/connector_main.gif | Bin 0 -> 712963 bytes assets/connector_pagination.gif | Bin 0 -> 218219 bytes 4 files changed, 13 insertions(+), 1 deletion(-) create mode 100644 assets/connector_concurrency.gif create mode 100644 assets/connector_main.gif create mode 100644 assets/connector_pagination.gif diff --git a/README.md b/README.md index f8da12dd9..f000dbf22 100644 --- a/README.md +++ b/README.md @@ -102,10 +102,22 @@ Don't forget to checkout the [examples] folder for detailed demonstration! ### Connector -Connector provides a simple way to collect data from different websites, offering several benefits: +Connector provides a simple programming interface to collect structured data from different Web APIs (e.g., Twitter API, Yelp Fusion API, Spotify API, DBLP API), making web data collection easy and efficient, without requiring advanced programming skills. + + +Do you want to leverage the growing number of websites that are opening their data through public APIs?. + + +Connector is for you! + +Let's check out the several benefits that Connector offers: + * A unified API: you can fetch data using one or two lines of code to get data from many websites. + * Auto Pagination: it automatically does the pagination for you so that you can specify the desired count of the returned results without even considering the count-per-request restriction from the API. + * Smart API request strategy: it can issue API requests in parallel while respecting the rate limit policy. + In the following examples, you can download the Yelp business search result into a pandas DataFrame, using only two lines of code, without taking deep looking into the Yelp documentation! diff --git a/assets/connector_concurrency.gif 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