From c71a7db7a8f82f3005cf3683e5be10ac9c68351b Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Fri, 18 Dec 2020 15:30:27 -0800 Subject: [PATCH 01/14] update generator messages --- .../connector-templates/generator/plopfile.js | 32 +++++++++-- .../building-new-connector/README.md | 13 ++--- .../testing-connectors.md | 35 ------------ docs/tutorials/building-a-new-connector.md | 55 +++++++++++++++++++ 4 files changed, 88 insertions(+), 47 deletions(-) delete mode 100644 docs/contributing-to-airbyte/testing-connectors.md create mode 100644 docs/tutorials/building-a-new-connector.md diff --git a/airbyte-integrations/connector-templates/generator/plopfile.js b/airbyte-integrations/connector-templates/generator/plopfile.js index ff108e1a594e..f149e36d6de1 100644 --- a/airbyte-integrations/connector-templates/generator/plopfile.js +++ b/airbyte-integrations/connector-templates/generator/plopfile.js @@ -2,6 +2,24 @@ const fs = require('fs'); const path = require('path'); +const getSuccessMessage = function(connectorName, outputPath){ + return ` +🚀 🚀 🚀 🚀 🚀 🚀 + +Success! + +Your ${connectorName} connector has been created at ${path.resolve(outputPath)}. + +Follow instructions in NEW_SOURCE_CHECKLIST.md to finish your connector. + +Questions, comments or concerns? Let us know at: +Slack: https://slack.airbyte.io +Github: https://github.com/airbytehq/airbyte + +We're committed to providing you any necessary support :) +` +} + module.exports = function (plop) { const javaDestinationInputRoot = '../java-destination'; const pythonSourceInputRoot = '../source-python'; @@ -15,6 +33,10 @@ module.exports = function (plop) { const singerSourceOutputRoot = `${outputDir}/source-{{dashCase name}}-singer`; const genericSourceOutputRoot = `${outputDir}/source-{{dashCase name}}`; + plop.setActionType('emitSuccess', function(answers, config, plopApi){ + console.log(getSuccessMessage(answers.name, plopApi.renderString(config.outputPath, answers))); + }); + plop.setGenerator('Java Destination', { description: 'Generate an Airbyte destination written in Java', prompts: [ @@ -50,7 +72,7 @@ module.exports = function (plop) { path: `${javaDestinationOutputRoot}/spec.json`, templateFile: `${javaDestinationInputRoot}/spec.json.hbs`, }, - 'Your new connector has been created. Happy coding~~', + {type: 'emitSuccess', outputPath: javaDestinationOutputRoot} ], }); @@ -90,7 +112,7 @@ module.exports = function (plop) { fs.symlinkSync(`${basesDir}/base-python/base_python`, `${renderedOutputDir}/base_python`); fs.symlinkSync(`${basesDir}/airbyte-protocol/airbyte_protocol`, `${renderedOutputDir}/airbyte_protocol`); }, - 'Your new Python source connector has been created. Follow the instructions and TODOs in the newly created package for next steps. Happy coding! 🐍🐍',] + {type: 'emitSuccess', outputPath: pythonSourceOutputRoot}] }); plop.setGenerator('Singer-based Python Source', { @@ -129,7 +151,7 @@ module.exports = function (plop) { fs.symlinkSync(`${basesDir}/airbyte-protocol/airbyte_protocol`, `${renderedOutputDir}/airbyte_protocol`); fs.symlinkSync(`${basesDir}/base-singer/base_singer`, `${renderedOutputDir}/base_singer`); }, - 'Your new Singer-based source connector has been created. Follow the instructions and TODOs in the newly created package for next steps. Happy coding! 🐍🐍', + {type: 'emitSuccess', outputPath: singerSourceOutputRoot}, ] }); @@ -151,7 +173,9 @@ module.exports = function (plop) { templateFile: `${genericSourceInputRoot}/.gitignore.hbs`, path: `${genericSourceOutputRoot}/.gitignore` }, - 'Your new connector package has been created. Follow the instructions and TODOs in the newly created package for next steps. Happy coding! 🚀', + {type: 'emitSuccess', outputPath: genericSourceOutputRoot} ] }); + + }; diff --git a/docs/contributing-to-airbyte/building-new-connector/README.md b/docs/contributing-to-airbyte/building-new-connector/README.md index bdfd6974a905..257360c27660 100644 --- a/docs/contributing-to-airbyte/building-new-connector/README.md +++ b/docs/contributing-to-airbyte/building-new-connector/README.md @@ -24,12 +24,6 @@ Each requirement has a subsection below. ### 1. Implement & package the connector -From the project root directory, build Airbyte locally: - -```text -./gradlew build -``` - If you are building a connector in any of the following languages/frameworks, then you're in luck! We provide autogenerated templates to get you started quickly: * **Java Source Connector** @@ -40,15 +34,18 @@ If your language/framework is not listed above, we have a minimal generic templa #### Creating a connector from a template -From the `airbyte-integrations/connector-templates/generator` directory, run the interactive generator: +Run the interactive generator: ```text +cd airbyte-integrations/connector-templates/generator +npm install npm run generate ``` and choose the relevant template. This will generate a new connector in the `airbyte-integrations/connectors/` directory. -Follow the instructions generated in the `NEW_SOURCE_CHECKLIST.md` file to complete the connector. +Follow the instructions generated in the `NEW_SOURCE_CHECKLIST.md` checklist to complete the connector. +The checklist contains helpful tips about how to implement your connector ### 2. Integration tests diff --git a/docs/contributing-to-airbyte/testing-connectors.md b/docs/contributing-to-airbyte/testing-connectors.md deleted file mode 100644 index 349562471190..000000000000 --- a/docs/contributing-to-airbyte/testing-connectors.md +++ /dev/null @@ -1,35 +0,0 @@ -# Testing Connectors - -The GitHub `master` and branch builds will build the core Airbyte infrastructure (scheduler, ui, etc) as well as the images for all connectors. Integration tests (tests that run a connector's image against an external resource) can be run one of three ways. - -## 1. Local iteration - -First, you can run the image locally. Connectors should have instructions in the connector's README on how to create or pull credentials necessary for the test. Also, during local development, there is usually a `main` entrypoint for Java integrations or `main_dev.py` for Python integrations that let you run your connector without containerization, which is fastest for iteration. - -## 2. Requesting GitHub PR Integration Test Runs - -If you don't want to handle secrets, you're making a relatively minor change, or you want to ensure the connector's integration test will run remotely, you should request builds on GitHub. You can request an integration test run by creating a comment with a slash command. - -Here are some example commands: -1. `/test connector=all` - Runs integration tests for all connectors in a single GitHub workflow. Some of our integration tests interact with rate-limited resources, so please use this judiciously. -2. `/test connector=source-sendgrid` - Runs integration tests for a single connector on the latest PR commit. -3. `/test connector=source-sendgrid ref=master` - Runs integration tests for a single connector on a different branch. -4. `/test connector=source-sendgrid ref=d5c53102` - Runs integration tests for a single connector on a specific commit. - -A command dispatcher GitHub workflow will launch on comment submission. This dispatcher will add an :eyes: reaction to the comment when it starts processing. If there is an error dispatching your request, an error will be appended to your comment. If it launches the test run successfully, a :rocket: reaction will appear on your comment. - -Once the integration test workflow launches, it will append a link to the workflow at the end of the comment. A success or failure response will also be added upon workflow completion. - -Integration tests can also be manually requested from https://github.com/airbytehq/airbyte/actions?query=workflow%3Aintegration-test by clicking "Run workflow" and specifying the connector and GitHub ref. - -This option is not available to PRs from forks, so it is effectively limited to Airbyte employees. - -## 3. Automatically Run From `master` - -Commits to `master` attempt to launch integration tests. Two workflows launch for each commit: one is a launcher for integration tests, the other is the core build (the same as the default for PR and branch builds). - -Since some of our connectors use rate-limited external resources, we don't want to overload from multiple commits to master. If a certain threshold of `master` integration tests are running, the integration test launcher passes but does not launch any tests. This can manually be re-run if necessary. The `master` build also runs every few hours automatically, and will launch the integration tests at that time. - -### Connector Health - -The build status displayed on for https://github.com/airbytehq/airbyte/commits/master reflects the status of the core build but not integrations. For Airbyte employees to view the connector health, set up secrets and run `./tools/bin/build_status.py`, which will display the past runs for each integration. In modern terminals, you can `Cmd`+click on a status icon to open the workflow for debugging purposes. diff --git a/docs/tutorials/building-a-new-connector.md b/docs/tutorials/building-a-new-connector.md new file mode 100644 index 000000000000..3d14bd512749 --- /dev/null +++ b/docs/tutorials/building-a-new-connector.md @@ -0,0 +1,55 @@ +--- +description: Building a toy source connector to illustrate Airbyte's main concepts +--- + +# Build a new connector + +This tutorial walks you through building a very simple Airbyte source to demonstrate the following concepts in Action: +* [The Airbyte Specification](../architecture/airbyte-specification.md) and the interface implemented by a source connector +* [Packaging your connector](../contributing-to-airbyte/building-new-connector/README.md#1-implement--package-the-connector) +* [Testing your connector](../contributing-to-airbyte/building-new-connector/testing-connectors.md) +* [Adding incremental sync to your connector](../architecture/incremental.md) + +We intentionally don't use helper libraries provided by Airbyte so that this tutorial is self-contained. If you were building a "real" source, +you'll want to use the helper modules provided by Airbyte. We'll mention those at the very end. For now, let's get started. + +## Our connector: a stock ticker API +Our connector will output the daily price of a stock since a given date. We'll leverage the free [IEX Cloud API](https://iexcloud.io/docs/api/) for this. +We'll use Python to implement the connector because its syntax is accessible to most programmers, but the process described here can be applied +to any language. + +Here's the outline of what we'll do to build our connector: +1. Use the Airbyte connector template to bootstrap the connector package +2. Implement the 4 methods required by the Airbyte Specification +3. Package the connector in a Docker image +4. Test the connector using Airbyte's Standard Test Suite +5. Use the connector to run a sync from the Airbyte UI + +Once we've completed the above steps, we will have built a functioning connector. Then, we'll add some optional functionality: +6. Support [incremental sync](../architecture/incremental.md) +7. Add custom integration tests + +### 1. Bootstrap the connector package +We'll start the process from the Airbyte repository root: + +``` + +``` +First, let's create a new branch + +Airbyte provides a code generator which bootstraps the scaffolding for our connector. To use it, run the following from the repo : +``` +cd airbyte-integrations/connector-templates/generator +# You'll need to have NPM installed. See https://www.npmjs.com/get-npm for more information +npm install +npm run generate +``` + +We'll select the generic template and call the connector `stock-ticker`: + +``` + +``` + +Note that if you were developing a "real" Python connector, you should use the Python generator to automatically get the Airbyte Python helpers. + From a248951323e7bfa753ccdb06cf7f1faf393b19b0 Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Fri, 18 Dec 2020 18:03:11 -0800 Subject: [PATCH 02/14] save --- .../connector-templates/generator/plopfile.js | 4 +- .../assets/newsourcetutorial_plop.gif | Bin 0 -> 3851783 bytes docs/tutorials/building-a-new-connector.md | 38 ++++++++++++++---- 3 files changed, 32 insertions(+), 10 deletions(-) create mode 100644 docs/.gitbook/assets/newsourcetutorial_plop.gif diff --git a/airbyte-integrations/connector-templates/generator/plopfile.js b/airbyte-integrations/connector-templates/generator/plopfile.js index f149e36d6de1..9858f254b19c 100644 --- a/airbyte-integrations/connector-templates/generator/plopfile.js +++ b/airbyte-integrations/connector-templates/generator/plopfile.js @@ -12,11 +12,11 @@ Your ${connectorName} connector has been created at ${path.resolve(outputPath)}. Follow instructions in NEW_SOURCE_CHECKLIST.md to finish your connector. -Questions, comments or concerns? Let us know at: +Questions, comments, or concerns? Let us know at: Slack: https://slack.airbyte.io Github: https://github.com/airbytehq/airbyte -We're committed to providing you any necessary support :) +We're always happy to provide you with any support :) ` } diff --git a/docs/.gitbook/assets/newsourcetutorial_plop.gif b/docs/.gitbook/assets/newsourcetutorial_plop.gif new file mode 100644 index 0000000000000000000000000000000000000000..fdab07973e2f3c91fb042bbdddb57bacb9aab3e5 GIT binary patch literal 3851783 zcmb5$c{G&&|3CiOn4PgNS;oFImXM0EuQAC^45CCDOQMt!*~?f%Vv0)IMzj|r5(#79 zim?<$j3rw%ztQXSd4J!(-{<{3-{1E-=XuU`u0Nm4InV3yxShMTt(BpH{~rhsXdSTo z0D%GmK+ql_5C}qoKzld?2@;S4fz&`iT@dg92nYo0g1~Yhuo^!YX#oZTA^Y_pFnb6P z$Yq7%f{Sxuj&K2waslPIQL0cF5RQ_9qtxLrE`&1@0o6so%n?u^62y&^fFTWykT82B zw+oWX8_5-jhDT$Dh6_R!3HjBqu5>Zw^vW3s4ZlDuv1^dDL$4ZT<`Js(#+oe(`W zfPq<_0q%g|e&BvnoBa+32Le40?B9P7U}PLYGTuiv*2kKfnVOoWn;I6H8G$Wrt*umT ztqq<%DhWIOG%TnxJj6dD;B-_iEh_YNbZF$6ii$I&>oJkqaTmkmvL44p zHN{1C#zpCzGk9|@+WGvY#P~2WxwJO%!t2EN>Pra;$+gYN@$JbMhEvJ58QJa`S9LS5 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zQ~yvn30FcAuj|fECP|Euq~=M|JED@SBs|7gM$&k0mn3UwEN^A35QmX-Ggb^YR?6u< zl4`6{XRJELR_-!ZpEuSJW~;3l6EG%P7oKTKnjAGWIacyi+sfp)pUH`_CpzIKdL<_M d!Y3C25Y|Z Date: Mon, 21 Dec 2020 10:59:22 -0800 Subject: [PATCH 03/14] save --- .../source-stock-ticker-api/.gitignore | 1 + .../source-stock-ticker-api/build.gradle | 17 +++++++++++++++++ 2 files changed, 18 insertions(+) create mode 100644 airbyte-integrations/connectors/source-stock-ticker-api/.gitignore create mode 100644 airbyte-integrations/connectors/source-stock-ticker-api/build.gradle diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/.gitignore b/airbyte-integrations/connectors/source-stock-ticker-api/.gitignore new file mode 100644 index 000000000000..29fffc6a50cc --- /dev/null +++ b/airbyte-integrations/connectors/source-stock-ticker-api/.gitignore @@ -0,0 +1 @@ +NEW_SOURCE_CHECKLIST.md diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle b/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle new file mode 100644 index 000000000000..4e2ca579499b --- /dev/null +++ b/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle @@ -0,0 +1,17 @@ +plugins { + // Makes building the docker image a dependency of Gradle's "build" command. This way you could run your entire build inside a docker image + // via ./gradlew :airbyte-integrations:connectors:source-{{snakeCase name}}:build + id 'airbyte-docker' + id 'airbyte-standard-source-test-file' +} + +airbyteStandardSourceTestFile { + // All these input paths must live inside this connector's directory (or subdirectories) + configPath = "" // TODO + configuredCatalogPath = "" // TODO + specPath = "" // TODO +} + +dependencies { + implementation files(project(':airbyte-integrations:bases:base-standard-source-test-file').airbyteDocker.outputs) +} From 2a5d04f11b4a9f3058d6d0be2fe4c1d2a11c4798 Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Mon, 21 Dec 2020 10:59:46 -0800 Subject: [PATCH 04/14] df --- .../connectors/source-stock-ticker-api/Dockerfile | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 airbyte-integrations/connectors/source-stock-ticker-api/Dockerfile diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/Dockerfile b/airbyte-integrations/connectors/source-stock-ticker-api/Dockerfile new file mode 100644 index 000000000000..d2d9f3620a15 --- /dev/null +++ b/airbyte-integrations/connectors/source-stock-ticker-api/Dockerfile @@ -0,0 +1,8 @@ +FROM scratch + +## TODO Add your dockerfile instructions here + + +# Airbyte's build system uses these labels to know what to name and tag the docker images produced by this Dockerfile. +LABEL io.airbyte.name=airbyte/source-stock-ticker-api +LABEL io.airbyte.version=0.1.0 From 2b81db306f146488089a23aeabe0d06328293435 Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Mon, 21 Dec 2020 15:09:43 -0800 Subject: [PATCH 05/14] save --- .../source-stock-ticker-api/source.py | 0 .../source-stock-ticker-api/spec.json | 22 +++++ docs/tutorials/building-a-new-connector.md | 86 ++++++++++++++++--- 3 files changed, 95 insertions(+), 13 deletions(-) create mode 100644 airbyte-integrations/connectors/source-stock-ticker-api/source.py create mode 100644 airbyte-integrations/connectors/source-stock-ticker-api/spec.json diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/source.py b/airbyte-integrations/connectors/source-stock-ticker-api/source.py new file mode 100644 index 000000000000..e69de29bb2d1 diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/spec.json b/airbyte-integrations/connectors/source-stock-ticker-api/spec.json new file mode 100644 index 000000000000..0bc82497d9b3 --- /dev/null +++ b/airbyte-integrations/connectors/source-stock-ticker-api/spec.json @@ -0,0 +1,22 @@ +{ + "documentationUrl": "https://iexcloud.io/docs/api", + "connectionSpecification": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "required": ["stock_ticker", "api_key"], + "additionalProperties": false, + "properties": { + "stock_ticker": { + "type": "string", + "title": "Stock Ticker", + "description": "The stock ticker to track", + "examples": ["AAPL", "TSLA", "AMZN"] + }, + "api_key": { + "type": "string", + "description": "The IEX Cloud API key to use to hit the API.", + "airbyte_secret": true + } + } + } +} diff --git a/docs/tutorials/building-a-new-connector.md b/docs/tutorials/building-a-new-connector.md index 485dd9c18e55..79b6a4afd861 100644 --- a/docs/tutorials/building-a-new-connector.md +++ b/docs/tutorials/building-a-new-connector.md @@ -36,23 +36,23 @@ Once we've completed the above steps, we will have built a functioning connector ### 1. Bootstrap the connector package We'll start the process from the Airbyte repository root: -``` -➜ airbyte git:(master) pwd +```shell script +$ pwd /Users/sherifnada/code/airbyte ``` First, let's create a new branch: -``` -➜ airbyte git:(master) git checkout -b $(whoami)/source-connector-tutorial +```shell script +$ git checkout -b $(whoami)/source-connector-tutorial Switched to a new branch 'sherifnada/source-connector-tutorial' ``` Airbyte provides a code generator which bootstraps the scaffolding for our connector. Let's use it by running: -``` -cd airbyte-integrations/connector-templates/generator +```shell script +$ cd airbyte-integrations/connector-templates/generator # Install NPM from https://www.npmjs.com/get-npm if you don't have it -npm install -npm run generate +$ npm install +$ npm run generate ``` We'll select the generic template and call the connector `stock-ticker-api`: @@ -61,9 +61,9 @@ We'll select the generic template and call the connector `stock-ticker-api`: Note that if you were developing a "real" Python connector, you should use the Python generator to automatically get the Airbyte Python helpers. Head to the connector directory and we should see the following files have been generated: -``` -➜ generator git:(sherifnada/source-connector-tutorial) ✗ cd ../../connectors/source-stock-ticker-api -➜ source-stock-ticker-api git:(sherifnada/source-connector-tutorial) ✗ ls +```shell script +$ cd ../../connectors/source-stock-ticker-api +ls Dockerfile NEW_SOURCE_CHECKLIST.md build.gradle ``` @@ -71,7 +71,67 @@ We'll use each of these files later. But first, let's write some code! ### 2. Implement the connector in line with the Airbyte Specification In the connector package directory, create a single python file `source.py` that will hold our implementation: -``` -➜ source-stock-ticker-api git:(sherifnada/source-connector-tutorial) ✗ touch source.py +```shell script +$ touch source.py ``` +#### Implement the spec operation +At this stage in the tutorial, we just want to implement the `spec` operation. This involves a couple of steps: +1. Decide which inputs we need from the user in order to connect to the stock ticker API i.e: the connector's specification, and encode it as a JSON file. +2. Identify when the connector has been invoked with the `spec` operation and return the specification as an `AirbyteMessage` + +To contact the stock ticker API, we need two things: +1. Which stock ticker we're interested in +2. The API key to use when contacting the API (you can obtain a free API key from [IEX Cloud](https://iexcloud.io/docs/api)'s free plan) + +Let's create a [JsonSchema](http://json-schema.org/) file `spec.json` encoding these two requirements: + +```json +{ + "documentationUrl": "https://iexcloud.io/docs/api", + "connectionSpecification": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "required": ["stock_ticker", "api_key"], + "additionalProperties": false, + "properties": { + "stock_ticker": { + "type": "string", + "title": "Stock Ticker", + "description": "The stock ticker to track", + "examples": ["AAPL", "TSLA", "AMZN"] + }, + "api_key": { + "type": "string", + "description": "The IEX Cloud API key to use to hit the API.", + "airbyte_secret": true + } + } + } +} +``` + +* `documentationUrl` is the URL that will appear in the UI for the user to gain more info about this connector. Typically this points to `docs.airbyte.io/integrations/sources/source-` but to keep things simple we won't show adding documentation. +* `title` is the "human readable" title displayed in the UI. Without this field, The Stock Ticker field will have the title `stock_ticker` in the UI +* `description` will be shown in the Airbyte UI under each field to help the user understand it +* `airbyte_secret` used by Airbyte to determine if the field should be displayed as a password (e.g: `********`) in the UI and not readable from the API. + +We'll save this file in the root directory of our connector. Now we have the following files: +```shell script +$ ls -1 +Dockerfile +NEW_SOURCE_CHECKLIST.md +build.gradle +source.py +spec.json +``` + +Now, let's edit `source.py` to detect if the program was invoked with the `spec` argument and if so, output the connector specification + +```python +# source.py +import argparse # import a library to help us parse arguments + + + +``` From f3c2324c8d8a3ca9199508756b2674dbc38e163c Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Mon, 21 Dec 2020 21:30:08 -0800 Subject: [PATCH 06/14] save --- .../source-stock-ticker-api/source.py | 74 +++++++++++++++++ docs/tutorials/building-a-new-connector.md | 80 ++++++++++++++++++- 2 files changed, 152 insertions(+), 2 deletions(-) diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/source.py b/airbyte-integrations/connectors/source-stock-ticker-api/source.py index e69de29bb2d1..8b13e58d0da4 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/source.py +++ b/airbyte-integrations/connectors/source-stock-ticker-api/source.py @@ -0,0 +1,74 @@ +# source.py +import argparse # helps parse commandline arguments +import json +import sys +import requests + + +def _call_api(endpoint, token): + return requests.get("https://cloud.iexapis.com/v1/" + endpoint + "?token=" + token) + + +def check(config): + # Assert required configuration was provided + if "api_key" not in config or "stock_ticker" not in config: + log("Input config must contain the properties 'api_key' and 'stock_ticker'") + sys.exit(1) + else: + # Validate input configuration by attempting to get the price of the input stock ticker for the previous day + + response = _call_api(endpoint="stock/" + config["stock_ticker"] + "/previous", token=config["api_key"]) + + +def read_file(filename): + with open(filename, "r") as f: + return f.read() + + +def log(message): + log_json = {"type": "LOG", "log": message} + print(json.dumps(log_json)) + + +def spec(): + # Read the file named spec.json from the module directory as a JSON file + specification = json.loads(read_file("spec.json")) + + # form an Airbyte Message containing the spec and print it to stdout + airbyte_message = {"type": "SPEC", "spec": specification} + # json.dumps converts the JSON (python dict) to a string + print(json.dumps(airbyte_message)) + + +def run(args): + parent_parser = argparse.ArgumentParser(add_help=False) + main_parser = argparse.ArgumentParser() + subparsers = main_parser.add_subparsers(title="commands", dest="command") + + subparsers.add_parser("spec", help="outputs the json configuration specification", parents=[parent_parser]) + + parsed_args = main_parser.parse_args(args) + command = parsed_args.command + + if command == "spec": + spec() + # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process + # had a failure + elif command == "check": + config_file_path = parsed_args + config = read_file("") + else: + log("Invalid command. Allowable commands: [spec]") + sys.exit(1) + + # A zero exit code means the process successfully completed + sys.exit(0) + + +def main(): + arguments = sys.argv[1:] + run(arguments) + + +if __name__ == "__main__": + main() diff --git a/docs/tutorials/building-a-new-connector.md b/docs/tutorials/building-a-new-connector.md index 79b6a4afd861..fd524067c015 100644 --- a/docs/tutorials/building-a-new-connector.md +++ b/docs/tutorials/building-a-new-connector.md @@ -126,12 +126,88 @@ source.py spec.json ``` -Now, let's edit `source.py` to detect if the program was invoked with the `spec` argument and if so, output the connector specification +Now, let's edit `source.py` to detect if the program was invoked with the `spec` argument and if so, output the connector specification. ```python # source.py -import argparse # import a library to help us parse arguments +import argparse # helps parse commandline arguments +import json +import sys +def read_file(filename): + with open(filename, "r") as f: + return f.read() + + +def log(message): + log_json = {"type": "LOG", "log": message} + print(json.dumps(log_json)) + + +def spec(): + # Read the file named spec.json from the module directory as a JSON file + specification = json.loads(read_file("spec.json")) + + # form an Airbyte Message containing the spec and print it to stdout + airbyte_message = {"type": "SPEC", "spec": specification} + # json.dumps converts the JSON (python dict) to a string + print(json.dumps(airbyte_message)) + + +def run(args): + parent_parser = argparse.ArgumentParser(add_help=False) + main_parser = argparse.ArgumentParser() + subparsers = main_parser.add_subparsers(title="commands", dest="command") + + subparsers.add_parser("spec", help="outputs the json configuration specification", parents=[parent_parser]) + + parsed_args = main_parser.parse_args(args) + command = parsed_args.command + + if command == "spec": + spec() + # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process + # had a failure + else: + log("Invalid command. Allowable commands: [spec]") + sys.exit(1) + + # A zero exit code means the process successfully completed + sys.exit(0) + + +def main(): + arguments = sys.argv[1:] + run(arguments) + + +if __name__ == "__main__": + main() +``` + +Some notes on the above code: +1. Airbyte connectors are CLIs which communicate via stdout, so the output of the command is simply a JSON string formatted according to the Airbyte Specification. So to "return" a value we use `print` to output the return value to stdout. +2. All Airbyte commands can output log messages that take the form `{"type":"LOG", "log":"message"}`, so we create a helper method `log(message)` to allow logging. + +Now if we run `python source.py spec` we should see the specification printed out: + +``` +$ python source.py spec +{"type": "SPEC", "spec": {"documentationUrl": "https://iexcloud.io/docs/api", "connectionSpecification": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "required": ["stock_ticker", "api_key"], "additionalProperties": false, "properties": {"stock_ticker": {"type": "string", "title": "Stock Ticker", "description": "The stock ticker to track", "examples": ["AAPL", "TSLA", "AMZN"]}, "api_key": {"type": "string", "description": "The IEX Cloud API key to use to hit the API.", "airbyte_secret": true}}}}} +``` + +We've implemented the first command! Three more and we'll have a working connector. + +#### Implementing check connection +The second command to implement is `check --config `, which tell the user whether a config file they gave us is correct. In our case, "correct" means they input a valid stock ticker and a correct API key like we declare via the `spec` operation. + +To achieve this, we'll do two things: +1. Add a `check` method which calls the IEX Cloud API to verify if the provided token & stock ticker are correct +2. Extend the argument parser to recognize the `check --config ` command and call the `check` method when the `check` command is invoked + +The below snippet includes the edited versions of the code: + +```python ``` From fc5c2cc228183b7efd95172d93c508461de7af62 Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Mon, 21 Dec 2020 22:51:40 -0800 Subject: [PATCH 07/14] save --- .../source-stock-ticker-api/source.py | 38 ++++++-- docs/tutorials/building-a-new-connector.md | 93 ++++++++++++++++++- 2 files changed, 117 insertions(+), 14 deletions(-) diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/source.py b/airbyte-integrations/connectors/source-stock-ticker-api/source.py index 8b13e58d0da4..a2e943e1fd10 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/source.py +++ b/airbyte-integrations/connectors/source-stock-ticker-api/source.py @@ -5,6 +5,11 @@ import requests +def read_json(filename): + with open(filename, "r") as f: + return json.loads(f.read()) + + def _call_api(endpoint, token): return requests.get("https://cloud.iexapis.com/v1/" + endpoint + "?token=" + token) @@ -16,13 +21,19 @@ def check(config): sys.exit(1) else: # Validate input configuration by attempting to get the price of the input stock ticker for the previous day - response = _call_api(endpoint="stock/" + config["stock_ticker"] + "/previous", token=config["api_key"]) + if response.status_code == 200: + result = {"status": "SUCCEEDED"} + elif response.status_code == 403: + # HTTP code 403 means authorization failed so the API key is incorrect + result = {"status": "FAILED", "message": "API Key is incorrect."} + else: + # Consider any other code a "generic" failure and tell the user to make sure their config is correct. + result = {"status": "FAILED", "message": "Input configuration is incorrect. Please verify the input stock ticker and API key."} - -def read_file(filename): - with open(filename, "r") as f: - return f.read() + # Format the result of the check operation according to the Airbyte Specification + output_message = {"type": "connectionStatus", "connectionStatus": result} + print(output_message) def log(message): @@ -32,7 +43,7 @@ def log(message): def spec(): # Read the file named spec.json from the module directory as a JSON file - specification = json.loads(read_file("spec.json")) + specification = read_json("spec.json") # form an Airbyte Message containing the spec and print it to stdout airbyte_message = {"type": "SPEC", "spec": specification} @@ -45,19 +56,26 @@ def run(args): main_parser = argparse.ArgumentParser() subparsers = main_parser.add_subparsers(title="commands", dest="command") + # Accept the spec command subparsers.add_parser("spec", help="outputs the json configuration specification", parents=[parent_parser]) + # Accept the check command + check_parser = subparsers.add_parser("check", help="checks the config used to connect", parents=[parent_parser]) + required_check_parser = check_parser.add_argument_group("required named arguments") + required_check_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + parsed_args = main_parser.parse_args(args) command = parsed_args.command if command == "spec": spec() - # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process - # had a failure elif command == "check": - config_file_path = parsed_args - config = read_file("") + config_file_path = parsed_args.config + config = read_json(config_file_path) + check(config) else: + # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process + # had a failure log("Invalid command. Allowable commands: [spec]") sys.exit(1) diff --git a/docs/tutorials/building-a-new-connector.md b/docs/tutorials/building-a-new-connector.md index fd524067c015..4ed407e6776e 100644 --- a/docs/tutorials/building-a-new-connector.md +++ b/docs/tutorials/building-a-new-connector.md @@ -160,6 +160,7 @@ def run(args): main_parser = argparse.ArgumentParser() subparsers = main_parser.add_subparsers(title="commands", dest="command") + # Accept the spec command subparsers.add_parser("spec", help="outputs the json configuration specification", parents=[parent_parser]) parsed_args = main_parser.parse_args(args) @@ -202,12 +203,96 @@ We've implemented the first command! Three more and we'll have a working connect #### Implementing check connection The second command to implement is `check --config `, which tell the user whether a config file they gave us is correct. In our case, "correct" means they input a valid stock ticker and a correct API key like we declare via the `spec` operation. -To achieve this, we'll do two things: -1. Add a `check` method which calls the IEX Cloud API to verify if the provided token & stock ticker are correct -2. Extend the argument parser to recognize the `check --config ` command and call the `check` method when the `check` command is invoked +To achieve this, we'll: +1. Create valid and invalid configuration files to test the success and failure cases with our connector. We'll place config files in the `secrets/` directory which is gitignored everywhere in the Airbyte monorepo by default to avoid accidentally checking in API keys. +2. Add a `check` method which calls the IEX Cloud API to verify if the provided token & stock ticker are correct and output the correct airbyte message +3. Extend the argument parser to recognize the `check --config ` command and call the `check` method when the `check` command is invoked -The below snippet includes the edited versions of the code: +Let's first add the configuration files: +```shell script +$ mkdir secrets +$ echo '{"api_key": "", "stock_ticker": "TSLA"}' > secrets/valid_config.json +$ echo '{"api_key": "not_a_real_key", "stock_ticker": "TSLA"}' > secrets/invalid_config1.json +$ echo '{"api_key": "", "stock_ticker": "not_a_real_ticker"}' > secrets/invalid_config2.json +``` +Make sure to add your actual API key instead of the placeholder value `` when following the tutorial. +Then we'll add the `check_method`: ```python +def _call_api(endpoint, token): + return requests.get("https://cloud.iexapis.com/v1/" + endpoint + "?token=" + token) + +def check(config): + # Assert required configuration was provided + if "api_key" not in config or "stock_ticker" not in config: + log("Input config must contain the properties 'api_key' and 'stock_ticker'") + sys.exit(1) + else: + # Validate input configuration by attempting to get the price of the input stock ticker for the previous day + response = _call_api(endpoint="stock/" + config["stock_ticker"] + "/previous", token=config["api_key"]) + if response.status_code == 200: + result = {"status": "SUCCEEDED"} + elif response.status_code == 403: + # HTTP code 403 means authorization failed so the API key is incorrect + result = {"status": "FAILED", "message": "API Key is incorrect."} + else: + result = {"status": "FAILED", "message": "Input configuration is incorrect. Please verify the input stock ticker and API key."} + + output_message = {"type": "connectionStatus", "connectionStatus": result} + print(output_message) ``` + +Lastly we'll extend the `run` method to accept the `check` command and call the `check` method: +```python +def run(args): + parent_parser = argparse.ArgumentParser(add_help=False) + main_parser = argparse.ArgumentParser() + subparsers = main_parser.add_subparsers(title="commands", dest="command") + + # Accept the spec command + subparsers.add_parser("spec", help="outputs the json configuration specification", parents=[parent_parser]) + + # NEW CODE BEGIN + # Accept the check command + check_parser = subparsers.add_parser("check", help="checks the config used to connect", parents=[parent_parser]) + required_check_parser = check_parser.add_argument_group("required named arguments") + required_check_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + # NEW CODE END + + parsed_args = main_parser.parse_args(args) + command = parsed_args.command + + if command == "spec": + spec() + # NEW CODE BEGIN + elif command == "check": + config_file_path = parsed_args.config + config = read_json(config_file_path) + check(config) + # NEW CODE END + else: + # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process + # had a failure + log("Invalid command. Allowable commands: [spec, discover]") + sys.exit(1) + + # A zero exit code means the process successfully completed + sys.exit(0) +``` + +and that should be it. Let's test our new method method: + +```shell script +$ python source.py check --config secrets/valid_config.json +{'type': 'connectionStatus', 'connectionStatus': {'status': 'SUCCEEDED'}} +$ python source.py check --config secrets/invalid_config1.json +{'type': 'connectionStatus', 'connectionStatus': {'status': 'FAILED', 'message': 'API Key is incorrect.'}} +$ python source.py check --config secrets/invalid_config2.json +{'type': 'connectionStatus', 'connectionStatus': {'status': 'FAILED', 'message': 'Input configuration is incorrect. Please verify the input stock ticker and API key.'}} +``` + +Our connector is able to detect valid and invalid configs correctly. Two methods down, two more to go! + +#### Implementing Discover +The `discover` command declares the Streams and Fields (Airbyte's equivalents of tables and columns) it outputs and the sync modes they support. At a high level From ba98fcc289579d7882c34abe0d652632e4fda3ba Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Tue, 22 Dec 2020 01:34:45 -0800 Subject: [PATCH 08/14] save --- .../source-stock-ticker-api/Dockerfile | 8 +- .../source-stock-ticker-api/build.gradle | 8 +- .../fullrefresh_configured_catalog.json | 26 + .../source-stock-ticker-api/source.py | 89 ++- docs/tutorials/building-a-new-connector.md | 550 +++++++++++++++++- 5 files changed, 671 insertions(+), 10 deletions(-) create mode 100644 airbyte-integrations/connectors/source-stock-ticker-api/fullrefresh_configured_catalog.json diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/Dockerfile b/airbyte-integrations/connectors/source-stock-ticker-api/Dockerfile index d2d9f3620a15..7f7d25a1c819 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/Dockerfile +++ b/airbyte-integrations/connectors/source-stock-ticker-api/Dockerfile @@ -1,7 +1,11 @@ -FROM scratch +FROM python:3.7-slim -## TODO Add your dockerfile instructions here +WORKDIR /airbyte/integration_code +RUN pip install requests +COPY source.py . +COPY spec.json . +ENTRYPOINT ["python", "/airbyte/integration_code/source.py"] # Airbyte's build system uses these labels to know what to name and tag the docker images produced by this Dockerfile. LABEL io.airbyte.name=airbyte/source-stock-ticker-api diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle b/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle index 4e2ca579499b..6f12b3e98ebd 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle +++ b/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle @@ -1,15 +1,15 @@ plugins { // Makes building the docker image a dependency of Gradle's "build" command. This way you could run your entire build inside a docker image - // via ./gradlew :airbyte-integrations:connectors:source-{{snakeCase name}}:build + // via ./gradlew :airbyte-integrations:connectors:source-stock-ticker-api:build id 'airbyte-docker' id 'airbyte-standard-source-test-file' } airbyteStandardSourceTestFile { // All these input paths must live inside this connector's directory (or subdirectories) - configPath = "" // TODO - configuredCatalogPath = "" // TODO - specPath = "" // TODO + configPath = "secrets/valid_config.json" + configuredCatalogPath = "configured_catalog.json" + specPath = "spec.json" } dependencies { diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/fullrefresh_configured_catalog.json b/airbyte-integrations/connectors/source-stock-ticker-api/fullrefresh_configured_catalog.json new file mode 100644 index 000000000000..8eff31516864 --- /dev/null +++ b/airbyte-integrations/connectors/source-stock-ticker-api/fullrefresh_configured_catalog.json @@ -0,0 +1,26 @@ +{ + "streams": [ + { + "stream": { + "name": "stock_prices", + "supported_sync_modes": [ + "full_refresh" + ], + "json_schema": { + "properties": { + "date": { + "type": "string" + }, + "price": { + "type": "number" + }, + "stock_ticker": { + "type": "string" + } + } + } + }, + "sync_mode": "full_refresh" + } + ] +} diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/source.py b/airbyte-integrations/connectors/source-stock-ticker-api/source.py index a2e943e1fd10..6bed9cdd3426 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/source.py +++ b/airbyte-integrations/connectors/source-stock-ticker-api/source.py @@ -2,11 +2,52 @@ import argparse # helps parse commandline arguments import json import sys +import os import requests +import datetime + + +def read(config, catalog): + # Assert required configuration was provided + if "api_key" not in config or "stock_ticker" not in config: + log("Input config must contain the properties 'api_key' and 'stock_ticker'") + sys.exit(1) + + # Find the stock_prices stream if it is present in the input catalog + stock_prices_stream = None + for configured_stream in catalog["streams"]: + if configured_stream["stream"]["name"] == "stock_prices": + stock_prices_stream = configured_stream + + if stock_prices_stream is None: + log("No streams selected") + return + + # We only support full_refresh at the moment, so verify the user didn't ask for another sync mode + if stock_prices_stream["sync_mode"] != "full_refresh": + log("This connector only supports full refresh syncs! (for now)") + sys.exit(1) + + # If we've made it this far, all the configuration is good and we can pull the last 7 days of market data + api_key = config["api_key"] + stock_ticker = config["stock_ticker"] + response = _call_api(f"/stock/{stock_ticker}/chart/7d", api_key) + if response.status_code != 200: + # In a real scenario we'd handle this error better :) + log("Failure occurred when calling IEX API") + sys.exit(1) + else: + # Sort the stock prices ascending by date then output them one by one as AirbyteMessages + prices = sorted(response.json(), key=lambda record: datetime.datetime.strptime(record["date"], '%Y-%m-%d')) + for price in prices: + data = {"date": price["date"], "stock_ticker": price["symbol"], "price": price["close"]} + record = {"stream": "stock_prices", "data": data, "emitted_at": int(datetime.datetime.now().timestamp()) * 1000} + output_message = {"type": "RECORD", "record": record} + print(output_message) def read_json(filename): - with open(filename, "r") as f: + with open(os.getcwd() + "/" + filename, "r") as f: return json.loads(f.read()) @@ -41,6 +82,30 @@ def log(message): print(json.dumps(log_json)) +def discover(): + catalog = { + "streams": [{ + "name": "stock_prices", + "supported_sync_modes": ["full_refresh"], + "json_schema": { + "properties": { + "date": { + "type": "string" + }, + "price": { + "type": "number" + }, + "stock_ticker": { + "type": "string" + } + } + } + }] + } + airbyte_message = {"type": "CATALOG", "catalog": catalog} + print(json.dumps(airbyte_message)) + + def spec(): # Read the file named spec.json from the module directory as a JSON file specification = read_json("spec.json") @@ -64,6 +129,20 @@ def run(args): required_check_parser = check_parser.add_argument_group("required named arguments") required_check_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + # Accept the discover command + discover_parser = subparsers.add_parser("discover", help="outputs a catalog describing the source's schema", parents=[parent_parser]) + required_discover_parser = discover_parser.add_argument_group("required named arguments") + required_discover_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + + # Accept the read command + read_parser = subparsers.add_parser("read", help="reads the source and outputs messages to STDOUT", parents=[parent_parser]) + read_parser.add_argument("--state", type=str, required=False, help="path to the json-encoded state file") + required_read_parser = read_parser.add_argument_group("required named arguments") + required_read_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + required_read_parser.add_argument( + "--catalog", type=str, required=True, help="path to the catalog used to determine which data to read" + ) + parsed_args = main_parser.parse_args(args) command = parsed_args.command @@ -73,10 +152,16 @@ def run(args): config_file_path = parsed_args.config config = read_json(config_file_path) check(config) + elif command == "discover": + discover() + elif command == "read": + config = read_json(parsed_args.config) + configured_catalog = read_json(parsed_args.catalog) + read(config, configured_catalog) else: # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process # had a failure - log("Invalid command. Allowable commands: [spec]") + log("Invalid command. Allowable commands: [spec, check, discover, read]") sys.exit(1) # A zero exit code means the process successfully completed diff --git a/docs/tutorials/building-a-new-connector.md b/docs/tutorials/building-a-new-connector.md index 4ed407e6776e..78c09848b2a8 100644 --- a/docs/tutorials/building-a-new-connector.md +++ b/docs/tutorials/building-a-new-connector.md @@ -84,7 +84,7 @@ To contact the stock ticker API, we need two things: 1. Which stock ticker we're interested in 2. The API key to use when contacting the API (you can obtain a free API key from [IEX Cloud](https://iexcloud.io/docs/api)'s free plan) -Let's create a [JsonSchema](http://json-schema.org/) file `spec.json` encoding these two requirements: +Let's create a [JSONSchema](http://json-schema.org/) file `spec.json` encoding these two requirements: ```json { @@ -295,4 +295,550 @@ $ python source.py check --config secrets/invalid_config2.json Our connector is able to detect valid and invalid configs correctly. Two methods down, two more to go! #### Implementing Discover -The `discover` command declares the Streams and Fields (Airbyte's equivalents of tables and columns) it outputs and the sync modes they support. At a high level +The `discover` command ouputs a Catalog, a struct which declares the Streams and Fields (Airbyte's equivalents of tables and columns) output by the connector and the sync modes they support. For more information on those concepts, see [Airbyte Specification](../architecture/airbyte-specification.md). For this tutorial, we'll assume familiarity with those concepts. + +The data output by this connector will be structured in a very simple way. This connector outputs records belonging to exactly one Stream (table). Each record contains three Fields (columns): `date`, `price`, and `stock_ticker`, corresponding to the price of a stock on a given day. + +To implement `discover`, we'll: +1. Add a method `discover` in `source.py` which outputs the Catalog +2. Extend the arguments parser to use detect the `discover --config ` command and call the `discover` method. + +Let's implement `discover` by adding the following in `source.py`: + +```python +def discover(): + catalog = { + "streams": [{ + "name": "stock_prices", + "supported_sync_modes": ["full_refresh"], + "json_schema": { + "properties": { + "date": { + "type": "string" + }, + "price": { + "type": "number" + }, + "stock_ticker": { + "type": "string" + } + } + } + }] + } + airbyte_message = {"type": "CATALOG", "catalog": catalog} + print(json.dumps(airbyte_message)) +``` + +Note that we describe the schema of the output stream using [JSONSchema](http://json-schema.org/). + +Then we'll extend the arguments parser by adding the following blocks to the `run` method: + +```python +# Accept the discover command +discover_parser = subparsers.add_parser("discover", help="outputs a catalog describing the source's schema", parents=[parent_parser]) +required_discover_parser = discover_parser.add_argument_group("required named arguments") +required_discover_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") +``` + +and + +``` +elif command == "discover": + discover() +``` + +You may be wondering why `config` is a required input to `discover` if it's not used. This is done for consistency: the Airbyte Specification requires `--config` as an input to `discover` because many sources require it (e.g: to discover the tables available in a Postgres database, you must supply a password). So instead of guessing whether the flag is required depending on the connector, we always assume it is required, and the connector can choose whether to use it. + +The full run method is now below: +```python +def run(args): + parent_parser = argparse.ArgumentParser(add_help=False) + main_parser = argparse.ArgumentParser() + subparsers = main_parser.add_subparsers(title="commands", dest="command") + + # Accept the spec command + subparsers.add_parser("spec", help="outputs the json configuration specification", parents=[parent_parser]) + + # Accept the check command + check_parser = subparsers.add_parser("check", help="checks the config used to connect", parents=[parent_parser]) + required_check_parser = check_parser.add_argument_group("required named arguments") + required_check_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + + # Accept the discover command + discover_parser = subparsers.add_parser("discover", help="outputs a catalog describing the source's schema", parents=[parent_parser]) + required_discover_parser = discover_parser.add_argument_group("required named arguments") + required_discover_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + + parsed_args = main_parser.parse_args(args) + command = parsed_args.command + + if command == "spec": + spec() + elif command == "check": + config_file_path = parsed_args.config + config = read_json(config_file_path) + check(config) + elif command == "discover": + discover() + else: + # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process + # had a failure + log("Invalid command. Allowable commands: [spec]") + sys.exit(1) + + # A zero exit code means the process successfully completed + sys.exit(0) +``` + +Let's test our new command: + +```shell script +$ python source.py discover --config secrets/valid_config.json +{"type": "CATALOG", "catalog": {"streams": [{"name": "stock_prices", "supported_sync_modes": ["full_refresh"], "json_schema": {"properties": {"date": {"type": "string"}, "price": {"type": "number"}, "stock_ticker": {"type": "string"}}}}]}} +``` + +With that, we're done implementing the `discover` command. + +#### Implementing the read operation +The above operations are all required, but a connector ultimately exists to read data! This is where the `read` command comes in. The format of the command is: +```shell script +$ python source.py read --config --catalog [--state ] +``` + +Each of these are described in the Airbyte Specification in detail, but we'll give a quick description of the two options we haven't seen so far: +* `--catalog` points to a Configured Catalog: a file telling the connector which streams to read and using which sync modes. While our connector is currently pretty simple (it only has 1 stream and only supports the full_refresh sync mode), the configured catalog is crucial when reading from sources which have many Streams or support many sync modes. +* `--state` points to a state file. The state file is only relevant when some Streams are synced with the sync mode `incremental`. It is used by the connector to "bookmark" where it left off at the last sync (e.g: synced records whose `created_at` date was less than October 10th 2020). Then, when syncing a stream in incremental mode, this bookmark tells it which records to start reading (records whose `created_at` date is greater than October 10th 2020). See [the docs on Incremental Sync](../architecture/incremental.md) for more details. + +For our connector, the contents of those two files should be very unsurprising: the connector only supports on Stream, `stock_prices`, so we'd expect the input catalog to contain that stream configured to sync in full refresh. Since our connector doesn't support incremental sync (yet!) we'll ignore the state option for now. + +To read data in our connector, we'll: +1. Create a configured catalog which tells our connector that we want to sync the `stock_prices` stream +2. Implement a method `read` in `source.py`. For now we'll always read the last 7 days of a stock price's data. +3. Extend the arguments parser to recognize the `read` command and its arguments. + +First, let's create a configured catalog `fullrefresh_configured_catalog.json` to use as test input for the read operation: +```json +{ + "streams": [ + { + "stream": { + "name": "stock_prices", + "supported_sync_modes": [ + "full_refresh" + ], + "json_schema": { + "properties": { + "date": { + "type": "string" + }, + "price": { + "type": "number" + }, + "stock_ticker": { + "type": "string" + } + } + } + }, + "sync_mode": "full_refresh" + } + ] +} +``` + + +Then we'll define the `read` method in `source.py`: +```python +import datetime + + +def read(config, catalog): + # Assert required configuration was provided + if "api_key" not in config or "stock_ticker" not in config: + log("Input config must contain the properties 'api_key' and 'stock_ticker'") + sys.exit(1) + + # Find the stock_prices stream if it is present in the input catalog + stock_prices_stream = None + for configured_stream in catalog["streams"]: + if configured_stream["stream"]["name"] == "stock_prices": + stock_prices_stream = configured_stream + + if stock_prices_stream is None: + log("No streams selected") + return + + # We only support full_refresh at the moment, so verify the user didn't ask for another sync mode + if stock_prices_stream["sync_mode"] != "full_refresh": + log("This connector only supports full refresh syncs! (for now)") + sys.exit(1) + + # If we've made it this far, all the configuration is good and we can pull the last 7 days of market data + api_key = config["api_key"] + stock_ticker = config["stock_ticker"] + response = _call_api(f"/stock/{stock_ticker}/chart/7d", api_key) + if response.status_code != 200: + # In a real scenario we'd handle this error better :) + log("Failure occurred when calling IEX API") + sys.exit(1) + else: + # Sort the stock prices ascending by date then output them one by one as AirbyteMessages + prices = sorted(response.json(), key=lambda record: datetime.datetime.strptime(record["date"], '%Y-%m-%d')) + for price in prices: + data = {"date": price["date"], "stock_ticker": price["symbol"], "price": price["close"]} + # emitted_at is in milliseconds so we multiply by 1000 + record = {"stream": "stock_prices", "data": data, "emitted_at": int(datetime.datetime.now().timestamp()) * 1000} + output_message = {"type": "RECORD", "record": record} + print(output_message) +``` + +After doing some input validation, the code above calls the API to obtain the last 7 days of prices for the input stock ticker, then outputs the prices in ascending order. As always, our output is formatted according to the Airbyte Specification. Let's update our args parser with the following blocks: + +```python +# Accept the read command +read_parser = subparsers.add_parser("read", help="reads the source and outputs messages to STDOUT", parents=[parent_parser]) +read_parser.add_argument("--state", type=str, required=False, help="path to the json-encoded state file") +required_read_parser = read_parser.add_argument_group("required named arguments") +required_read_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") +required_read_parser.add_argument( + "--catalog", type=str, required=True, help="path to the catalog used to determine which data to read" +) +``` + +and: +```python +elif command == "read": + config = read_json(parsed_args.config) + configured_catalog = read_json(parsed_args.catalog) + read(config, configured_catalog) +``` + +this yields the following `run` method: +```python +def run(args): + parent_parser = argparse.ArgumentParser(add_help=False) + main_parser = argparse.ArgumentParser() + subparsers = main_parser.add_subparsers(title="commands", dest="command") + + # Accept the spec command + subparsers.add_parser("spec", help="outputs the json configuration specification", parents=[parent_parser]) + + # Accept the check command + check_parser = subparsers.add_parser("check", help="checks the config used to connect", parents=[parent_parser]) + required_check_parser = check_parser.add_argument_group("required named arguments") + required_check_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + + # Accept the discover command + discover_parser = subparsers.add_parser("discover", help="outputs a catalog describing the source's schema", parents=[parent_parser]) + required_discover_parser = discover_parser.add_argument_group("required named arguments") + required_discover_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + + # Accept the read command + read_parser = subparsers.add_parser("read", help="reads the source and outputs messages to STDOUT", parents=[parent_parser]) + read_parser.add_argument("--state", type=str, required=False, help="path to the json-encoded state file") + required_read_parser = read_parser.add_argument_group("required named arguments") + required_read_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + required_read_parser.add_argument( + "--catalog", type=str, required=True, help="path to the catalog used to determine which data to read" + ) + + parsed_args = main_parser.parse_args(args) + command = parsed_args.command + + if command == "spec": + spec() + elif command == "check": + config_file_path = parsed_args.config + config = read_json(config_file_path) + check(config) + elif command == "discover": + discover() + elif command == "read": + config = read_json(parsed_args.config) + configured_catalog = read_json(parsed_args.catalog) + read(config, configured_catalog) + else: + # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process + # had a failure + log("Invalid command. Allowable commands: [spec]") + sys.exit(1) + + # A zero exit code means the process successfully completed + sys.exit(0) +``` + +Let's test out our new command: +``` +$ python source.py read --config secrets/valid_config.json --catalog fullrefresh_configured_catalog.json +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-15', 'stock_ticker': 'TSLA', 'price': 633.25}, 'emitted_at': 1608626365000}} +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-16', 'stock_ticker': 'TSLA', 'price': 622.77}, 'emitted_at': 1608626365000}} +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-17', 'stock_ticker': 'TSLA', 'price': 655.9}, 'emitted_at': 1608626365000}} +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-18', 'stock_ticker': 'TSLA', 'price': 695}, 'emitted_at': 1608626365000}} +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-21', 'stock_ticker': 'TSLA', 'price': 649.86}, 'emitted_at': 1608626365000}} +``` + +With this method, we now have a fully functioning connector! Let's pat ourselves on the back for getting there. + +For reference, the full `source.py` file now looks like this: +```python +import argparse # helps parse commandline arguments +import json +import sys +import requests +import datetime + + +def read(config, catalog): + # Assert required configuration was provided + if "api_key" not in config or "stock_ticker" not in config: + log("Input config must contain the properties 'api_key' and 'stock_ticker'") + sys.exit(1) + + # Find the stock_prices stream if it is present in the input catalog + stock_prices_stream = None + for configured_stream in catalog["streams"]: + if configured_stream["stream"]["name"] == "stock_prices": + stock_prices_stream = configured_stream + + if stock_prices_stream is None: + log("No streams selected") + return + + # We only support full_refresh at the moment, so verify the user didn't ask for another sync mode + if stock_prices_stream["sync_mode"] != "full_refresh": + log("This connector only supports full refresh syncs! (for now)") + sys.exit(1) + + # If we've made it this far, all the configuration is good and we can pull the last 7 days of market data + api_key = config["api_key"] + stock_ticker = config["stock_ticker"] + response = _call_api(f"/stock/{stock_ticker}/chart/7d", api_key) + if response.status_code != 200: + # In a real scenario we'd handle this error better :) + log("Failure occurred when calling IEX API") + sys.exit(1) + else: + # Sort the stock prices ascending by date then output them one by one as AirbyteMessages + prices = sorted(response.json(), key=lambda record: datetime.datetime.strptime(record["date"], '%Y-%m-%d')) + for price in prices: + data = {"date": price["date"], "stock_ticker": price["symbol"], "price": price["close"]} + record = {"stream": "stock_prices", "data": data, "emitted_at": int(datetime.datetime.now().timestamp()) * 1000} + output_message = {"type": "RECORD", "record": record} + print(output_message) + + +def read_json(filename): + with open(filename, "r") as f: + return json.loads(f.read()) + + +def _call_api(endpoint, token): + return requests.get("https://cloud.iexapis.com/v1/" + endpoint + "?token=" + token) + + +def check(config): + # Assert required configuration was provided + if "api_key" not in config or "stock_ticker" not in config: + log("Input config must contain the properties 'api_key' and 'stock_ticker'") + sys.exit(1) + else: + # Validate input configuration by attempting to get the price of the input stock ticker for the previous day + response = _call_api(endpoint="stock/" + config["stock_ticker"] + "/previous", token=config["api_key"]) + if response.status_code == 200: + result = {"status": "SUCCEEDED"} + elif response.status_code == 403: + # HTTP code 403 means authorization failed so the API key is incorrect + result = {"status": "FAILED", "message": "API Key is incorrect."} + else: + # Consider any other code a "generic" failure and tell the user to make sure their config is correct. + result = {"status": "FAILED", "message": "Input configuration is incorrect. Please verify the input stock ticker and API key."} + + # Format the result of the check operation according to the Airbyte Specification + output_message = {"type": "connectionStatus", "connectionStatus": result} + print(output_message) + + +def log(message): + log_json = {"type": "LOG", "log": message} + print(json.dumps(log_json)) + + +def discover(): + catalog = { + "streams": [{ + "name": "stock_prices", + "supported_sync_modes": ["full_refresh"], + "json_schema": { + "properties": { + "date": { + "type": "string" + }, + "price": { + "type": "number" + }, + "stock_ticker": { + "type": "string" + } + } + } + }] + } + airbyte_message = {"type": "CATALOG", "catalog": catalog} + print(json.dumps(airbyte_message)) + + +def spec(): + # Read the file named spec.json from the module directory as a JSON file + specification = read_json("spec.json") + + # form an Airbyte Message containing the spec and print it to stdout + airbyte_message = {"type": "SPEC", "spec": specification} + # json.dumps converts the JSON (python dict) to a string + print(json.dumps(airbyte_message)) + + +def run(args): + parent_parser = argparse.ArgumentParser(add_help=False) + main_parser = argparse.ArgumentParser() + subparsers = main_parser.add_subparsers(title="commands", dest="command") + + # Accept the spec command + subparsers.add_parser("spec", help="outputs the json configuration specification", parents=[parent_parser]) + + # Accept the check command + check_parser = subparsers.add_parser("check", help="checks the config used to connect", parents=[parent_parser]) + required_check_parser = check_parser.add_argument_group("required named arguments") + required_check_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + + # Accept the discover command + discover_parser = subparsers.add_parser("discover", help="outputs a catalog describing the source's schema", parents=[parent_parser]) + required_discover_parser = discover_parser.add_argument_group("required named arguments") + required_discover_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + + # Accept the read command + read_parser = subparsers.add_parser("read", help="reads the source and outputs messages to STDOUT", parents=[parent_parser]) + read_parser.add_argument("--state", type=str, required=False, help="path to the json-encoded state file") + required_read_parser = read_parser.add_argument_group("required named arguments") + required_read_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") + required_read_parser.add_argument( + "--catalog", type=str, required=True, help="path to the catalog used to determine which data to read" + ) + + parsed_args = main_parser.parse_args(args) + command = parsed_args.command + + if command == "spec": + spec() + elif command == "check": + config_file_path = parsed_args.config + config = read_json(config_file_path) + check(config) + elif command == "discover": + discover() + elif command == "read": + config = read_json(parsed_args.config) + configured_catalog = read_json(parsed_args.catalog) + read(config, configured_catalog) + else: + # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process + # had a failure + log("Invalid command. Allowable commands: [spec, check, discover, read]") + sys.exit(1) + + # A zero exit code means the process successfully completed + sys.exit(0) + + +def main(): + arguments = sys.argv[1:] + run(arguments) + + +if __name__ == "__main__": + main() +``` + +A full connector in ~170 lines of code. Not bad! We're now ready to package & test our connector then use it in the Airbyte UI. + + +### 3. Package the connector in a Docker image +Our connector is very lightweight, so the Dockerfile needed to run it is very light as well. We add the following `Dockerfile` to our module: +```dockerfile +FROM python:3.7-slim + +# We change to a directory unique to us +WORKDIR /airbyte/integration_code +# Install any needed python dependencies +RUN pip install requests +# Copy source files +COPY source.py . +COPY spec.json . + +# When this container is invoked, append the input argemnts to `python source.py` +ENTRYPOINT ["python", "source.py"] + +# Airbyte's build system uses these labels to know what to name and tag the docker images produced by this Dockerfile. +LABEL io.airbyte.name=airbyte/source-stock-ticker-api +LABEL io.airbyte.version=0.1.0 +``` + +Once we save the `Dockerfile`, we can build the image by running: +```shell script +$ docker build . -t airbyte/source-stock-ticker-api:dev +``` + +Then we can run the image using: +```shell script +docker run airbyte/source-stock-ticker-api:dev +``` + +to run any of our commands, we'll need to mount all the inputs into the Docker container first, then refer to their _mounted_ paths when invoking the connector. For example, we'd run `check` or `read` as follows: + +```shell script +$ docker run airbyte/source-stock-ticker-api:dev spec +{"type": "SPEC", "spec": {"documentationUrl": "https://iexcloud.io/docs/api", "connectionSpecification": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "required": ["stock_ticker", "api_key"], "additionalProperties": false, "properties": {"stock_ticker": {"type": "string", "title": "Stock Ticker", "description": "The stock ticker to track", "examples": ["AAPL", "TSLA", "AMZN"]}, "api_key": {"type": "string", "description": "The IEX Cloud API key to use to hit the API.", "airbyte_secret": true}}}}} + +$ docker run -v $(pwd)/secrets/valid_config.json:/data/config.json airbyte/source-stock-ticker-api:dev check --config /data/config.json +{'type': 'connectionStatus', 'connectionStatus': {'status': 'SUCCEEDED'}} + +$ docker run -v $(pwd)/secrets/valid_config.json:/data/config.json -v $(pwd)/fullrefresh_configured_catalog.json:/data/fullrefresh_configured_catalog.json airbyte/source-stock-ticker-api:dev read --config /data/config.json --catalog /data/fullrefresh_configured_catalog.json +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-15', 'stock_ticker': 'TSLA', 'price': 633.25}, 'emitted_at': 1608628424000}} +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-16', 'stock_ticker': 'TSLA', 'price': 622.77}, 'emitted_at': 1608628424000}} +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-17', 'stock_ticker': 'TSLA', 'price': 655.9}, 'emitted_at': 1608628424000}} +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-18', 'stock_ticker': 'TSLA', 'price': 695}, 'emitted_at': 1608628424000}} +{'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-21', 'stock_ticker': 'TSLA', 'price': 649.86}, 'emitted_at': 1608628424000}} +``` + +and with that, we've packaged our connector in a functioning Docker image. The last requirement before calling this connector finished is to pass the [Airbyte Standard Test suite](../contributing-to-airbyte/building-new-connector/testing-connectors.md). + +### 4. Test the connector +The minimum requirement for testing our connector is to pass the Airbyte Standard Test suite. You're encouraged to add custom test cases for your connector where it makes sense to do so e.g: to test edge cases that are not covered by the standard suite. + +To integrate with the standard test suite, modify the generated `build.gradle` file as follows: + +```groovy +plugins { + // Makes building the docker image a dependency of Gradle's "build" command. This way you could run your entire build inside a docker image + // via ./gradlew :airbyte-integrations:connectors:source-stock-ticker-api:build + id 'airbyte-docker' + id 'airbyte-standard-source-test-file' +} + +airbyteStandardSourceTestFile { + // All these input paths must live inside this connector's directory (or subdirectories) + configPath = "secrets/valid_config.json" + configuredCatalogPath = "configured_catalog.json" + specPath = "spec.json" +} + +dependencies { + implementation files(project(':airbyte-integrations:bases:base-standard-source-test-file').airbyteDocker.outputs) +} +``` + +Then **from the Airbyte repository root**, run: +``` +$ ./gradlew :airbyte-integrations:connectors:source-stock-ticker-api:integrationTest +``` + From 93205db2ed001a1232055651bdd22f71f639d7ca Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Tue, 22 Dec 2020 10:18:27 -0800 Subject: [PATCH 09/14] rmv pwd --- .../connectors/source-stock-ticker-api/source.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/source.py b/airbyte-integrations/connectors/source-stock-ticker-api/source.py index 6bed9cdd3426..74912c5a38f6 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/source.py +++ b/airbyte-integrations/connectors/source-stock-ticker-api/source.py @@ -47,7 +47,7 @@ def read(config, catalog): def read_json(filename): - with open(os.getcwd() + "/" + filename, "r") as f: + with open(filename, "r") as f: return json.loads(f.read()) From 635bcd677ce0a83d1756a8990090e337f9449702 Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Tue, 22 Dec 2020 14:53:55 -0800 Subject: [PATCH 10/14] tutorial complete --- .../source-stock-ticker-api/build.gradle | 2 +- .../source-stock-ticker-api/source.py | 27 +- .../newsourcetutorial_add_destination.png | Bin 0 -> 60356 bytes .../assets/newsourcetutorial_admin_page.png | Bin 0 -> 166355 bytes .../newsourcetutorial_destination_config.png | Bin 0 -> 62987 bytes .../assets/newsourcetutorial_launchsync.png | Bin 0 -> 55899 bytes .../newsourcetutorial_new_connector_modal.png | Bin 0 -> 52810 bytes .../newsourcetutorial_schema_select.png | Bin 0 -> 58599 bytes .../newsourcetutorial_sidebar_admin.png | Bin 0 -> 10936 bytes .../newsourcetutorial_source_config.png | Bin 0 -> 49858 bytes .../assets/newsourcetutorial_syncdetail.png | Bin 0 -> 67041 bytes docs/tutorials/building-a-new-connector.md | 238 +++++++++++++++--- 12 files changed, 216 insertions(+), 51 deletions(-) create mode 100644 docs/.gitbook/assets/newsourcetutorial_add_destination.png create mode 100644 docs/.gitbook/assets/newsourcetutorial_admin_page.png create mode 100644 docs/.gitbook/assets/newsourcetutorial_destination_config.png create mode 100644 docs/.gitbook/assets/newsourcetutorial_launchsync.png create mode 100644 docs/.gitbook/assets/newsourcetutorial_new_connector_modal.png create mode 100644 docs/.gitbook/assets/newsourcetutorial_schema_select.png create mode 100644 docs/.gitbook/assets/newsourcetutorial_sidebar_admin.png create mode 100644 docs/.gitbook/assets/newsourcetutorial_source_config.png create mode 100644 docs/.gitbook/assets/newsourcetutorial_syncdetail.png diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle b/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle index 6f12b3e98ebd..27dd58f4d228 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle +++ b/airbyte-integrations/connectors/source-stock-ticker-api/build.gradle @@ -8,7 +8,7 @@ plugins { airbyteStandardSourceTestFile { // All these input paths must live inside this connector's directory (or subdirectories) configPath = "secrets/valid_config.json" - configuredCatalogPath = "configured_catalog.json" + configuredCatalogPath = "fullrefresh_configured_catalog.json" specPath = "spec.json" } diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/source.py b/airbyte-integrations/connectors/source-stock-ticker-api/source.py index 74912c5a38f6..04a6fd3f7243 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/source.py +++ b/airbyte-integrations/connectors/source-stock-ticker-api/source.py @@ -43,11 +43,11 @@ def read(config, catalog): data = {"date": price["date"], "stock_ticker": price["symbol"], "price": price["close"]} record = {"stream": "stock_prices", "data": data, "emitted_at": int(datetime.datetime.now().timestamp()) * 1000} output_message = {"type": "RECORD", "record": record} - print(output_message) + print(json.dumps(output_message)) -def read_json(filename): - with open(filename, "r") as f: +def read_json(filepath): + with open(filepath, "r") as f: return json.loads(f.read()) @@ -73,8 +73,8 @@ def check(config): result = {"status": "FAILED", "message": "Input configuration is incorrect. Please verify the input stock ticker and API key."} # Format the result of the check operation according to the Airbyte Specification - output_message = {"type": "connectionStatus", "connectionStatus": result} - print(output_message) + output_message = {"type": "CONNECTION_STATUS", "connectionStatus": result} + print(json.dumps(output_message)) def log(message): @@ -106,9 +106,18 @@ def discover(): print(json.dumps(airbyte_message)) +def get_input_file_path(path): + if os.path.isabs(path): + return path + else: + return os.path.join(os.getcwd(), path) + + def spec(): # Read the file named spec.json from the module directory as a JSON file - specification = read_json("spec.json") + current_script_directory = os.path.dirname(os.path.realpath(__file__)) + spec_path = os.path.join(current_script_directory, "spec.json") + specification = read_json(spec_path) # form an Airbyte Message containing the spec and print it to stdout airbyte_message = {"type": "SPEC", "spec": specification} @@ -149,14 +158,14 @@ def run(args): if command == "spec": spec() elif command == "check": - config_file_path = parsed_args.config + config_file_path = get_input_file_path(parsed_args.config) config = read_json(config_file_path) check(config) elif command == "discover": discover() elif command == "read": - config = read_json(parsed_args.config) - configured_catalog = read_json(parsed_args.catalog) + config = read_json(get_input_file_path(parsed_args.config)) + configured_catalog = read_json(get_input_file_path(parsed_args.catalog)) read(config, configured_catalog) else: # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process diff --git a/docs/.gitbook/assets/newsourcetutorial_add_destination.png b/docs/.gitbook/assets/newsourcetutorial_add_destination.png new file mode 100644 index 0000000000000000000000000000000000000000..ef2123d4a176b937f190cfa33c180f722b1c6af0 GIT binary patch literal 60356 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z>KuM{5DeJI`DJQ)vR*qa*h$(iyuWya#HzAWh2tQjU8?jc6R1JyVF7&i+h#fX@S(Kg#h*_*U1abccMVj)yTJ%bmX77Pc*S8 zJ<#Lk=uTdxRtp&+5fQApwHBCfaNot2$M=f5KVXyP(j!GCYF<^vr#Sgd`Gd}{U*!*l zuD()uCdy?!cECcdFM9em@D;Bqd><9e7cXASGv$fh#(kwg&xJ4Oh*+4=pfw@V_f6C* zL!Nl5M$dsy`o1q)gO@+-wJi00Xk0ntZ<~xJJteHf=0CwExxG)ov?>QqQrcB4+;pqz z33S98Yb4R6-LTe&UFaSxk^I7|-^l3o96em@_7Y|;Gb`-pdVehZ`@^LdLg;?kwcOWo zlu>>i`!^=mdjLpn^XumPvS7ro9^zu*8ZMT{ew)=l@~xPV{KISi{)W&CXnvubI)i^* z#E&U?VdECz{x+%Kr+|$R8)3N?6u+|U?_WVvcWJx!3q$|q(_460xD=L^`TxF#C*%fy z`OPm23RV`94=-G8`gc;J`33w~&fgw{6weAPbk%_xr@wvl{V!zHtf>D^00|UiF$p4= z#jnEVm)Qw{L?fW7=URmYjw8w-!~}qg1QT%>6ia_2^KEF zxqm+*X+Qy`y;S4;Hwp@YGkEDYqWnhe|LYk%D;&b|SN{3=I&oUCKu*)S|2P4Y2#H8l z;yM5CXG{WxolxTB7oEEu_JRH{_9CP1Jv&S%We203jT-!G^{_O z02%Fns8Rli0)(dcV-@_XPWvC5M1QP;KUTqsG3fQbZJhnF3jSCHf2;z8Li=MC{D~F( zi52{D5dMe)5RLsK3jT 8fe5b49f9ae5 3 hours ago 121MB + 4cb00a551b3c 3 hours ago 121MB + 1caf57c72afd 3 hours ago 121MB +``` + +`airbyte/source-stock-ticker-api` was built and tagged with the `dev` tag. Now let's head to the last step. + +#### 2. Add the connector via the Airbyte UI +If the Airbyte server isn't already running, start it by running **from the Airbyte repository root**: +```shell script +$ docker-compose up +``` +Then visiting `locahost:8000` in your browser once Airbyte has started up (it can take 10-20 seconds for the server to start). + +In the UI, click the "Admin" button in the left side bar: + +![](../.gitbook/assets/newsourcetutorial_sidebar_admin.png) + +Then on the admin page, click "New Connector": + +![](../.gitbook/assets/newsourcetutorial_admin_page.png) + +On the modal that pops up, enter the following information then click "Add" +![](../.gitbook/assets/newsourcetutorial_new_connector_modal.png) + +Now from the "Sources" page (if not redirected, click "Sources" on the left panel) , click the "New source" button. You'll be taken to the detail page for adding a new source. Choose the "Stock Ticker API" source and add the following information, then click "Set up source": +![](../.gitbook/assets/newsourcetutorial_source_config.png) + +on the following page, click the "add destination" button then "add new destination": +![](../.gitbook/assets/newsourcetutorial_add_destination.png) + +Configure a local CSV destination as follows: +![](../.gitbook/assets/newsourcetutorial_destination_config.png) +Note that we setup the output directory to `/local/tutorial_csv_test`. When we run syncs, we'll find the output on our local filesystem in `/tmp/airbyte_local/tutorial_csv_test`. + +Finally, setup the connection configuration: +![](../.gitbook/assets/newsourcetutorial_schema_select.png) + +We'll choose the "manual" frequency, meaning we need to launch each sync by hand. + +We've setup our connection! Now let's move data. +#### 3. Run a sync from the UI +To launch the sync, click the "sync now" button: + +![](../.gitbook/assets/newsourcetutorial_launchsync.png) + +If you click on the connector row, you should be taken to the sync detail page. After a few seconds (refresh the page if the status doesn't change to "succeeded" in a few seconds), the status of the sync should change to `succeeded` as below: + +![](../.gitbook/assets/newsourcetutorial_syncdetail.png) + +Let's verify the output. From your shell, run: + + +```shell script +$ cat /tmp/airbyte_local/tutorial_csv_test/stock_prices_raw.csv +ab_id,emitted_at,data +5387a713-50ed-44ec-b5f4-3dc37a125bc6,1608675308000,"{""date"":""2020-12-15"",""stock_ticker"":""TSLA"",""price"":633.25}" +185acb31-c655-4ec1-a76d-de6032c70aad,1608675308000,"{""date"":""2020-12-16"",""stock_ticker"":""TSLA"",""price"":622.77}" +820b727e-7e61-4a16-be0d-b74bb6398386,1608675308000,"{""date"":""2020-12-17"",""stock_ticker"":""TSLA"",""price"":655.9}" +f6722922-8efe-4580-987e-aedbaeed5062,1608675308000,"{""date"":""2020-12-18"",""stock_ticker"":""TSLA"",""price"":695}" +91c00dbe-0fac-4499-8de0-4314a09ac339,1608675308000,"{""date"":""2020-12-21"",""stock_ticker"":""TSLA"",""price"":649.86}" +``` + +Congratulations! We've successfully written a fully functioning Airbyte connector. You're an Airbyte contributor now ;) + +The sections below contain optional information on how to extend the functionality of the connector. Read on for more information. + +## Optional additions +This section is not yet complete and will be completed in a couple of days. Please reach out to us on [Slack](slack.airbyte.io) or [Github](github.com/airbytehq/airbyte) if you need the information promised by these sections immediately. + +### Incremental sync + +### Contributing the connector + +### Language specific helpers +#### Python From bf566726b6a6b990080b190a1af7bffd15f52589 Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Tue, 22 Dec 2020 14:58:17 -0800 Subject: [PATCH 11/14] save --- docs/tutorials/building-a-new-connector.md | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/docs/tutorials/building-a-new-connector.md b/docs/tutorials/building-a-new-connector.md index 1250e088eff2..fb26f9dd1735 100644 --- a/docs/tutorials/building-a-new-connector.md +++ b/docs/tutorials/building-a-new-connector.md @@ -985,9 +985,12 @@ f6722922-8efe-4580-987e-aedbaeed5062,1608675308000,"{""date"":""2020-12-18"",""s 91c00dbe-0fac-4499-8de0-4314a09ac339,1608675308000,"{""date"":""2020-12-21"",""stock_ticker"":""TSLA"",""price"":649.86}" ``` -Congratulations! We've successfully written a fully functioning Airbyte connector. You're an Airbyte contributor now ;) +Congratulations! We've successfully written a fully functioning Airbyte connector. You're an Airbyte contributor now ;) -The sections below contain optional information on how to extend the functionality of the connector. Read on for more information. +Armed with the knowledge you gained in this guide, here are some places you can go from here: +1. Implement Incremental Sync for your connector (described in the sections below) +2. Implement another connector using the language specific helpers listed below +3. While not required, we love contributions! if you end up creating a new connector, we're here to help you make it available to everyone using Airybte. Remember that you're never expected to maintain a connector by yourself if you merge it to Airbyte -- we're committed to supporting connectors if you can't do it yourself. ## Optional additions This section is not yet complete and will be completed in a couple of days. Please reach out to us on [Slack](slack.airbyte.io) or [Github](github.com/airbytehq/airbyte) if you need the information promised by these sections immediately. From cf517db2f69bd54eed01b9d1a5e74ede6095dcc3 Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Tue, 22 Dec 2020 19:34:23 -0800 Subject: [PATCH 12/14] save fixes from in person with charles --- .../connector-templates/generator/plopfile.js | 2 +- .../source-stock-ticker-api/spec.json | 1 + docs/tutorials/building-a-new-connector.md | 23 +++++++++++-------- 3 files changed, 15 insertions(+), 11 deletions(-) diff --git a/airbyte-integrations/connector-templates/generator/plopfile.js b/airbyte-integrations/connector-templates/generator/plopfile.js index 64284b10b185..ce85602f37aa 100644 --- a/airbyte-integrations/connector-templates/generator/plopfile.js +++ b/airbyte-integrations/connector-templates/generator/plopfile.js @@ -34,7 +34,7 @@ module.exports = function (plop) { plop.setActionType('emitSuccess', function(answers, config, plopApi){ console.log(getSuccessMessage(answers.name, plopApi.renderString(config.outputPath, answers))); }); - + plop.setGenerator('Python Source', { description: 'Generate an Airbyte Source written in Python', prompts: [{type: 'input', name: 'name', message: 'Source name, without the "source-" prefix e.g: "google-analytics"'}], diff --git a/airbyte-integrations/connectors/source-stock-ticker-api/spec.json b/airbyte-integrations/connectors/source-stock-ticker-api/spec.json index 0bc82497d9b3..c341b1fed5fd 100644 --- a/airbyte-integrations/connectors/source-stock-ticker-api/spec.json +++ b/airbyte-integrations/connectors/source-stock-ticker-api/spec.json @@ -13,6 +13,7 @@ "examples": ["AAPL", "TSLA", "AMZN"] }, "api_key": { + "title": "API Key", "type": "string", "description": "The IEX Cloud API key to use to hit the API.", "airbyte_secret": true diff --git a/docs/tutorials/building-a-new-connector.md b/docs/tutorials/building-a-new-connector.md index fb26f9dd1735..ba9bbeb203d5 100644 --- a/docs/tutorials/building-a-new-connector.md +++ b/docs/tutorials/building-a-new-connector.md @@ -65,7 +65,7 @@ Note that if you were developing a "real" Python connector, you should use the P Head to the connector directory and we should see the following files have been generated: ```shell script $ cd ../../connectors/source-stock-ticker-api -ls +$ ls Dockerfile NEW_SOURCE_CHECKLIST.md build.gradle ``` @@ -84,7 +84,7 @@ At this stage in the tutorial, we just want to implement the `spec` operation. T To contact the stock ticker API, we need two things: 1. Which stock ticker we're interested in -2. The API key to use when contacting the API (you can obtain a free API key from [IEX Cloud](https://iexcloud.io/docs/api)'s free plan) +2. The API key to use when contacting the API (you can obtain a free API key from [IEX Cloud](https://iexcloud.io/docs/api) free plan) Let's create a [JSONSchema](http://json-schema.org/) file `spec.json` encoding these two requirements: @@ -104,6 +104,7 @@ Let's create a [JSONSchema](http://json-schema.org/) file `spec.json` encoding t "examples": ["AAPL", "TSLA", "AMZN"] }, "api_key": { + "title": "API Key", "type": "string", "description": "The IEX Cloud API key to use to hit the API.", "airbyte_secret": true @@ -135,6 +136,7 @@ Now, let's edit `source.py` to detect if the program was invoked with the `spec` import argparse # helps parse commandline arguments import json import sys +import os def read_json(filepath): @@ -151,6 +153,7 @@ def spec(): # Read the file named spec.json from the module directory as a JSON file current_script_directory = os.path.dirname(os.path.realpath(__file__)) spec_path = os.path.join(current_script_directory, "spec.json") + specification = read_json(spec_path) # form an Airbyte Message containing the spec and print it to stdout airbyte_message = {"type": "SPEC", "spec": specification} @@ -171,9 +174,9 @@ def run(args): if command == "spec": spec() - # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process - # had a failure else: + # If we don't recognize the command log the problem and exit with an error code greater than 0 to indicate the process + # had a failure log("Invalid command. Allowable commands: [spec]") sys.exit(1) @@ -258,7 +261,7 @@ In Airbyte, the contract for input files is that they will be available in the c and the following blocks in the argument parser: ```python -# Accept the check command + # Accept the check command check_parser = subparsers.add_parser("check", help="checks the config used to connect", parents=[parent_parser]) required_check_parser = check_parser.add_argument_group("required named arguments") required_check_parser.add_argument("--config", type=str, required=True, help="path to the json configuration file") @@ -432,7 +435,7 @@ $ python source.py read --config --catalog Date: Thu, 24 Dec 2020 21:28:06 -0800 Subject: [PATCH 13/14] feedback --- docs/tutorials/building-a-new-connector.md | 39 +++++++++++++++------- 1 file changed, 27 insertions(+), 12 deletions(-) diff --git a/docs/tutorials/building-a-new-connector.md b/docs/tutorials/building-a-new-connector.md index ba9bbeb203d5..1b872679b1a9 100644 --- a/docs/tutorials/building-a-new-connector.md +++ b/docs/tutorials/building-a-new-connector.md @@ -15,6 +15,19 @@ you'll want to use the helper modules provided by Airbyte. We'll mention those a This tutorial can be done entirely on your local workstation. +### Requirements +To run this tutorial, you'll need: + * Docker, Python, and Java with the versions listed in the [tech stack section](../architecture/tech-stack.md). + * The `requests` Python package installed via `pip install requests` (or `pip3` if `pip` is linked to a Python2 installation on your system) + +**A note on running Python**: all the commands below assume that `python` points to a version of python 3. Verify this by running +```shell script +$ python --version +Python 3.7.9 +``` + +On some systems, `python` points to a Python2 installation and `python3` points to Python3. If this is the case on your machine, substitute all `python` commands in this guide with `python3` . Otherwise, make sre to install Python 3 before beginning. + ## Our connector: a stock ticker API Our connector will output the daily price of a stock since a given date. We'll leverage the free [IEX Cloud API](https://iexcloud.io/docs/api/) for this. We'll use Python to implement the connector because its syntax is accessible to most programmers, but the process described here can be applied @@ -78,13 +91,15 @@ $ touch source.py ``` #### Implement the spec operation -At this stage in the tutorial, we just want to implement the `spec` operation. This involves a couple of steps: +At this stage in the tutorial, we just want to implement the `spec` operation as described in the [Airbyte Protocol](https://docs.airbyte.io/architecture/airbyte-specification#spec). This involves a couple of steps: 1. Decide which inputs we need from the user in order to connect to the stock ticker API i.e: the connector's specification, and encode it as a JSON file. 2. Identify when the connector has been invoked with the `spec` operation and return the specification as an `AirbyteMessage` To contact the stock ticker API, we need two things: 1. Which stock ticker we're interested in -2. The API key to use when contacting the API (you can obtain a free API key from [IEX Cloud](https://iexcloud.io/docs/api) free plan) +2. The API key to use when contacting the API (you can obtain a free API token from the [IEX Cloud](https://iexcloud.io/) free plan) + +For reference, the API docs we'll be using [can be found here](https://iexcloud.io/docs/api/). Let's create a [JSONSchema](http://json-schema.org/) file `spec.json` encoding these two requirements: @@ -194,7 +209,7 @@ if __name__ == "__main__": ``` Some notes on the above code: -1. Airbyte connectors are CLIs which communicate via stdout, so the output of the command is simply a JSON string formatted according to the Airbyte Specification. So to "return" a value we use `print` to output the return value to stdout. +1. As described in the [specification](https://docs.airbyte.io/architecture/airbyte-specification#key-takeaways), Airbyte connectors are CLIs which communicate via stdout, so the output of the command is simply a JSON string formatted according to the Airbyte Specification. So to "return" a value we use `print` to output the return value to stdout. 2. All Airbyte commands can output log messages that take the form `{"type":"LOG", "log":"message"}`, so we create a helper method `log(message)` to allow logging. Now if we run `python source.py spec` we should see the specification printed out: @@ -207,7 +222,7 @@ $ python source.py spec We've implemented the first command! Three more and we'll have a working connector. #### Implementing check connection -The second command to implement is `check --config `, which tell the user whether a config file they gave us is correct. In our case, "correct" means they input a valid stock ticker and a correct API key like we declare via the `spec` operation. +The second command to implement is the [check operation](https://docs.airbyte.io/architecture/airbyte-specification#key-takeaways) `check --config `, which tells the user whether a config file they gave us is correct. In our case, "correct" means they input a valid stock ticker and a correct API key like we declare via the `spec` operation. To achieve this, we'll: 1. Create valid and invalid configuration files to test the success and failure cases with our connector. We'll place config files in the `secrets/` directory which is gitignored everywhere in the Airbyte monorepo by default to avoid accidentally checking in API keys. @@ -218,8 +233,7 @@ Let's first add the configuration files: ```shell script $ mkdir secrets $ echo '{"api_key": "", "stock_ticker": "TSLA"}' > secrets/valid_config.json -$ echo '{"api_key": "not_a_real_key", "stock_ticker": "TSLA"}' > secrets/invalid_config1.json -$ echo '{"api_key": "", "stock_ticker": "not_a_real_ticker"}' > secrets/invalid_config2.json +$ echo '{"api_key": "not_a_real_key", "stock_ticker": "TSLA"}' > secrets/invalid_config.json ``` Make sure to add your actual API key instead of the placeholder value `` when following the tutorial. @@ -313,16 +327,14 @@ and that should be it. Let's test our new method method: ```shell script $ python source.py check --config secrets/valid_config.json {'type': 'CONNECTION_STATUS', 'connectionStatus': {'status': 'SUCCEEDED'}} -$ python source.py check --config secrets/invalid_config1.json +$ python source.py check --config secrets/invalid_config.json {'type': 'CONNECTION_STATUS', 'connectionStatus': {'status': 'FAILED', 'message': 'API Key is incorrect.'}} -$ python source.py check --config secrets/invalid_config2.json -{'type': 'CONNECTION_STATUS', 'connectionStatus': {'status': 'FAILED', 'message': 'Input configuration is incorrect. Please verify the input stock ticker and API key.'}} ``` Our connector is able to detect valid and invalid configs correctly. Two methods down, two more to go! #### Implementing Discover -The `discover` command ouputs a Catalog, a struct which declares the Streams and Fields (Airbyte's equivalents of tables and columns) output by the connector and the sync modes they support. For more information on those concepts, see [Airbyte Specification](../architecture/airbyte-specification.md). For this tutorial, we'll assume familiarity with those concepts. +The `discover` command, described in the [Airbyte Specification](https://docs.airbyte.io/architecture/airbyte-specification#discover), ouputs a Catalog, a struct which declares the Streams and Fields (Airbyte's equivalents of tables and columns) output by the connector and the sync modes they support. For more information on those concepts, see [Airbyte Specification](../architecture/airbyte-specification.md). For this tutorial, we'll assume familiarity with those concepts. The data output by this connector will be structured in a very simple way. This connector outputs records belonging to exactly one Stream (table). Each record contains three Fields (columns): `date`, `price`, and `stock_ticker`, corresponding to the price of a stock on a given day. @@ -428,7 +440,7 @@ $ python source.py discover --config secrets/valid_config.json With that, we're done implementing the `discover` command. #### Implementing the read operation -The above operations are all required, but a connector ultimately exists to read data! This is where the `read` command comes in. The format of the command is: +We've done a lot so far, but a connector ultimately exists to read data! This is where the [`read` command](https://docs.airbyte.io/architecture/airbyte-specification#read) comes in. The format of the command is: ```shell script $ python source.py read --config --catalog [--state ] ``` @@ -840,6 +852,9 @@ $ docker run airbyte/source-stock-ticker-api:dev spec $ docker run -v $(pwd)/secrets/valid_config.json:/data/config.json airbyte/source-stock-ticker-api:dev check --config /data/config.json {'type': 'CONNECTION_STATUS', 'connectionStatus': {'status': 'SUCCEEDED'}} +$ docker run -v $(pwd)/secrets/valid_config.json:/data/config.json airbyte/source-stock-ticker-api:dev discover --config /data/config.json +{"type": "CATALOG", "catalog": {"streams": [{"name": "stock_prices", "supported_sync_modes": ["full_refresh"], "json_schema": {"properties": {"date": {"type": "string"}, "price": {"type": "number"}, "stock_ticker": {"type": "string"}}}}]}} + $ docker run -v $(pwd)/secrets/valid_config.json:/data/config.json -v $(pwd)/fullrefresh_configured_catalog.json:/data/fullrefresh_configured_catalog.json airbyte/source-stock-ticker-api:dev read --config /data/config.json --catalog /data/fullrefresh_configured_catalog.json {'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-15', 'stock_ticker': 'TSLA', 'price': 633.25}, 'emitted_at': 1608628424000}} {'type': 'RECORD', 'record': {'stream': 'stock_prices', 'data': {'date': '2020-12-16', 'stock_ticker': 'TSLA', 'price': 622.77}, 'emitted_at': 1608628424000}} @@ -996,7 +1011,7 @@ Armed with the knowledge you gained in this guide, here are some places you can 3. While not required, we love contributions! if you end up creating a new connector, we're here to help you make it available to everyone using Airybte. Remember that you're never expected to maintain a connector by yourself if you merge it to Airbyte -- we're committed to supporting connectors if you can't do it yourself. ## Optional additions -This section is not yet complete and will be completed in a couple of days. Please reach out to us on [Slack](slack.airbyte.io) or [Github](github.com/airbytehq/airbyte) if you need the information promised by these sections immediately. +This section is not yet complete and will be completed soon. Please reach out to us on [Slack](slack.airbyte.io) or [Github](github.com/airbytehq/airbyte) if you need the information promised by these sections immediately. ### Incremental sync From ea06970bf863618ad355beaeba6a74701b923905 Mon Sep 17 00:00:00 2001 From: Sherif Nada Date: Thu, 24 Dec 2020 22:20:44 -0800 Subject: [PATCH 14/14] use JSON destination --- .../newsourcetutorial_destination_config.png | Bin 62987 -> 124477 bytes .../assets/newsourcetutorial_launchsync.png | Bin 55899 -> 118878 bytes .../newsourcetutorial_schema_select.png | Bin 58599 -> 131192 bytes .../assets/newsourcetutorial_syncdetail.png | Bin 67041 -> 139819 bytes docs/SUMMARY.md | 1 + ...ng-a-new-connector.md => toy-connector.md} | 20 ++++++++---------- 6 files changed, 10 insertions(+), 11 deletions(-) rename docs/tutorials/{building-a-new-connector.md => toy-connector.md} (97%) diff --git a/docs/.gitbook/assets/newsourcetutorial_destination_config.png 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