From c0216abc841cd861200c010abe53089b6ac7b81f Mon Sep 17 00:00:00 2001 From: Ryan Clancy Date: Thu, 9 May 2019 13:46:18 -0400 Subject: [PATCH 1/6] Make measures configurable in trec_eval. --- run.py | 1 + searcher.py | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/run.py b/run.py index 4fc4e7a..8daeb40 100644 --- a/run.py +++ b/run.py @@ -42,6 +42,7 @@ def str_to_bool(s): parser_search.add_argument("--output", required=True, type=str, help="the output directory for run files on the host") parser_search.add_argument("--qrels", required=True, type=str, help="the qrels file for evaluation") parser_search.add_argument("--opts", nargs="+", default="", type=str, help="the args passed to the search script") + parser_search.add_argument("--measures", nargs="+", default=["map", "P.30"], type=str, help="the measures for trec_eval") # Specific to interact parser_interact = parser_sub.add_parser("interact") diff --git a/searcher.py b/searcher.py index 6ddfea1..73fb6d0 100644 --- a/searcher.py +++ b/searcher.py @@ -57,5 +57,5 @@ def search(self, client, output_path_guest, topic_path_host, topic_path_guest, g for file in os.listdir(self.config.output): run = os.path.join(self.config.output, file) print("###\n# {}\n###".format(run)) - subprocess.run(["trec_eval/trec_eval", "-m", "map", "-m", "P.30", self.config.qrels, run]) + subprocess.run(["trec_eval/trec_eval", " ".join(map(lambda x: "-m {}".format(x), self.config.measures)), self.config.qrels, run]) print() From d6742548f979a8055c735314138aceae5ef44b85 Mon Sep 17 00:00:00 2001 From: Ryan Clancy Date: Thu, 9 May 2019 14:37:45 -0400 Subject: [PATCH 2/6] Add qrels for MS MARCO --- qrels/qrels.msmarco.dev.small.trec | 7437 ++++++++++++++++++++++++++++ 1 file changed, 7437 insertions(+) create mode 100644 qrels/qrels.msmarco.dev.small.trec diff --git a/qrels/qrels.msmarco.dev.small.trec b/qrels/qrels.msmarco.dev.small.trec new file mode 100644 index 0000000..ebbfd82 --- /dev/null +++ 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+1090291 0 8008625 1 +147073 0 8008770 1 +243761 0 8008787 1 +162662 0 8008977 1 +247194 0 8009319 1 +195199 0 8009377 1 From d8bc21924b86db1687a5556c604c2f18ef396239 Mon Sep 17 00:00:00 2001 From: Ryan Clancy Date: Fri, 10 May 2019 10:55:57 -0400 Subject: [PATCH 3/6] Fix bug with trec_eval execution --- searcher.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/searcher.py b/searcher.py index 73fb6d0..284c332 100644 --- a/searcher.py +++ b/searcher.py @@ -57,5 +57,6 @@ def search(self, client, output_path_guest, topic_path_host, topic_path_guest, g for file in os.listdir(self.config.output): run = os.path.join(self.config.output, file) print("###\n# {}\n###".format(run)) - subprocess.run(["trec_eval/trec_eval", " ".join(map(lambda x: "-m {}".format(x), self.config.measures)), self.config.qrels, run]) + subprocess.run( + "trec_eval/trec_eval {} {} {}".format(" ".join(map(lambda x: "-m {}".format(x), self.config.measures)), self.config.qrels, run).split()) print() From a717c925e53f3b8158a7995d229a819db1ff11e3 Mon Sep 17 00:00:00 2001 From: Ryan Clancy Date: Fri, 10 May 2019 11:02:31 -0400 Subject: [PATCH 4/6] Documentation --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 53165b7..6e7d0a3 100644 --- a/README.md +++ b/README.md @@ -86,6 +86,7 @@ Options with `none` as the default are required. | `--output` | `string` | `none` | `--output $(pwd)/output` | the output path for run files | `--qrels` | `string` | `none` | `--qrels $(pwd)/qrels/qrels.robust2004.txt` | the qrels file for evaluation | `--opts` | `[key]=[value] ...` | `none` | `--opts search_args="-bm25"` | extra options passed to the search script +| `--measures` | `string ...` | `"map P.30"` | `--measures recall.1000 map` | the measures for trec_eval ### Command Line Options - interact | Option Name | Type | Default | Example | Description From effb0419e7e1ccff8e186e978b474861f3bb05a5 Mon Sep 17 00:00:00 2001 From: Ryan Clancy Date: Fri, 10 May 2019 20:41:26 -0400 Subject: [PATCH 5/6] Readability... --- searcher.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/searcher.py b/searcher.py index 284c332..1709aac 100644 --- a/searcher.py +++ b/searcher.py @@ -53,10 +53,12 @@ def search(self, client, output_path_guest, topic_path_host, topic_path_guest, g for line in container.logs(stream=True): print(str(line.decode('utf-8')), end="") + # The measure string passed to trec_eval + measures = " ".join(map(lambda x: "-m {}".format(x), self.config.measures)) + print("Evaluating results using trec_eval...") for file in os.listdir(self.config.output): run = os.path.join(self.config.output, file) print("###\n# {}\n###".format(run)) - subprocess.run( - "trec_eval/trec_eval {} {} {}".format(" ".join(map(lambda x: "-m {}".format(x), self.config.measures)), self.config.qrels, run).split()) + subprocess.run("trec_eval/trec_eval {} {} {}".format(measures, self.config.qrels, run).split()) print() From 0734b5d9c308228adf72a2eb5f88c1bd5311f885 Mon Sep 17 00:00:00 2001 From: Ryan Clancy Date: Wed, 22 May 2019 21:17:20 -0300 Subject: [PATCH 6/6] Saving old work... --- README.md | 36 ++++++++++++++-------- interactor.py | 19 +++++++----- manager.py | 5 ++-- preparer.py | 13 +++++--- run.py | 3 +- searcher.py | 83 +++++++++++++++++++++++++++++++++++++-------------- util.py | 2 ++ 7 files changed, 110 insertions(+), 51 deletions(-) create mode 100644 util.py diff --git a/README.md b/README.md index 6e7d0a3..02abbd9 100644 --- a/README.md +++ b/README.md @@ -4,21 +4,20 @@ What's a [jig](https://en.wikipedia.org/wiki/Jig_(tool))? To get started, download + compile `trec_eval` with the following: -``` +```bash git clone https://github.com/usnistgov/trec_eval.git && make -C trec_eval ``` Make sure the Docker Python package is installed (via pip, conda, etc.): -``` +```bash pip install -r requirements.txt ``` - For common test collections, [topics](topics/) and [qrels](qrels/) are already checked into this repo. To test the jig with an Anserini image using default parameters, try: -``` +```bash python run.py prepare \ --repo osirrc2019/anserini \ --collections [name]=[path]=[format] ... @@ -26,7 +25,7 @@ python run.py prepare \ then -``` +```bash python run.py search \ --repo osirrc2019/anserini \ --collection [name] \ @@ -47,19 +46,28 @@ The full command line parameters are below. To run a container (from a saved image) that you can interact with, try: -``` +```bash python run.py interact \ --repo osirrc2019/anserini \ --tag latest ``` +## MSMARCO + +If you're using `jig` for MSMARCO, download the evaluation script as follows: +```bash +wget https://raw.githubusercontent.com/dfcf93/MSMARCO/master/Ranking/Baselines/msmarco_eval.py +``` + ## Command Line Options Options with `none` as the default are required. ### Command Line Options - prepare -`python run.py prepare ` +```bash +python run.py prepare +``` | Option Name | Type | Default | Example | Description | --- | --- | --- | --- | --- @@ -72,7 +80,9 @@ Options with `none` as the default are required. ### Command Line Options - search -`python run.py search ` +```bash +python run.py search +``` | Option Name | Type | Default | Example | Description | --- | --- | --- | --- | --- @@ -106,7 +116,7 @@ Each script is executed with the interpreter determined by the shebang so you ca ### init The purpose of the `init` hook is to do any preparation needed for the run - this could be downloading + compiling code, downloading a pre-built artifact, or downloading external resources (pre-trained models, knowledge graphs, etc.). -The script will be executed as `./init --json ` where the JSON string has the following format: +The script will be executed as `./init ` where the JSON string has the following format: ```json5 { "version": "" // the version string (i.e. commit id, version string, etc.) @@ -118,7 +128,7 @@ The purpose of the `index` hook is to build the indexes required for the run. Before the hook is run, we will mount the document collections at a path passed to the script. -The script will be executed as: `./index --json ` where the JSON string has the following format: +The script will be executed as: `./index ` where the JSON string has the following format: ```json5 { @@ -141,7 +151,7 @@ The purpose of the `search` hook is to perform an ad-hoc retrieval run - multipl The run files are expected to be placed in the `/output` directory such that they can be evaluated externally by `jig` using `trec_eval`. -The script will be executed as `./search --json ` where the JSON string has the following format: +The script will be executed as `./search ` where the JSON string has the following format: ```json5 { "collection": { @@ -161,7 +171,7 @@ The script will be executed as `./search --json ` where the JSON string ha ### interact The purpose of the `interact` hook is to prepare for user interaction, assuming that any process started by `init` or `index` is gone. -The script will be executed as `./interact --json ` where the JSON string has the following format: +The script will be executed as `./interact ` where the JSON string has the following format: ```json5 { "opts": { // extra options passed to the interact script @@ -178,4 +188,4 @@ The script will be executed as `./interact --json ` where the JSON string ## Notes -Python 3.5 or higher is required to run `jig`. +Python 3.6 or higher is required to run `jig`. \ No newline at end of file diff --git a/interactor.py b/interactor.py index 06c54f7..04f978d 100644 --- a/interactor.py +++ b/interactor.py @@ -1,6 +1,9 @@ -import json import sys +import json + +import util + class Interactor: @@ -25,7 +28,7 @@ def interact(self, client, generate_save_tag): sys.exit("Must prepare image first...") interact_args = { - "opts": {key: value for (key, value) in map(lambda x: x.split("="), self.config.opts)} + "opts": util.build_opts(self.config.opts) } print("Starting a container from saved image...") @@ -34,8 +37,7 @@ def interact(self, client, generate_save_tag): container.start() print("Running interact script in container...") - log = container.exec_run("sh -c '/interact --json {}'".format(json.dumps(json.dumps(interact_args))), - stdout=True, stderr=True, stream=True) + log = container.exec_run("/interact --json {}".format(json.dumps(json.dumps(interact_args))), stdout=True, stderr=True, stream=True) print("Logs for interact in container with ID {}...".format(container.id)) for line in log[1]: @@ -44,12 +46,13 @@ def interact(self, client, generate_save_tag): print("You can now interact with container with ID {}".format(container.id)) if self.config.exit_jig: - print("Exiting...") - print("Don't forget to stop and remove the container after you are done!") - return + sys.exit("Exiting... don't forget to stop and remove the container after you are done!") + + # Wait for user input... + input("Press ENTER to stop and remove container") - wait = input("Press ENTER to stop and remove container") print("Stopping container {}...".format(container.id)) container.stop() + print("Removing container {}...".format(container.id)) container.remove() diff --git a/manager.py b/manager.py index 4f44296..48aeaa7 100644 --- a/manager.py +++ b/manager.py @@ -1,8 +1,7 @@ +import docker import hashlib import os -import docker - from interactor import Interactor from preparer import Preparer from searcher import Searcher @@ -40,7 +39,7 @@ def prepare(self, preparer_config=None): def search(self, searcher_config=None): if searcher_config: self.set_searcher_config(searcher_config) - self.searcher.search(self.client, OUTPUT_PATH_GUEST, TOPIC_PATH_HOST, TOPIC_PATH_GUEST, self.generate_save_tag) + self.searcher.search(self.client, COLLECTION_PATH_GUEST, OUTPUT_PATH_GUEST, TOPIC_PATH_HOST, TOPIC_PATH_GUEST, self.generate_save_tag) def interact(self, interactor_config=None): if interactor_config: diff --git a/preparer.py b/preparer.py index 6acddab..48bf1cb 100644 --- a/preparer.py +++ b/preparer.py @@ -1,6 +1,9 @@ +import sys + import json import os -import sys + +import util class Preparer: @@ -40,7 +43,7 @@ def prepare(self, client, collection_path_guest, generate_save_tag): name_to_path_host = dict(map(lambda x: (x[0], x[1]), collections)) # Mapping from collection name to path in container - name_to_path_guest = dict(map(lambda name: (name, os.path.join(collection_path_guest, name)), name_to_path_host.keys())) + name_to_path_guest = dict(map(lambda x: (name, os.path.join(collection_path_guest, x[0])), collections)) volumes = {} @@ -51,14 +54,16 @@ def prepare(self, client, collection_path_guest, generate_save_tag): "mode": "ro" } + # Args for the init script init_args = { - "opts": {key: value for (key, value) in map(lambda x: x.split("="), self.config.opts)}, + "opts": util.build_opts(self.config.opts), "version": self.config.version } + # Args for the index script index_args = { "collections": [{"name": name, "path": name_to_path_guest[name], "format": format} for (name, path, format) in collections], - "opts": {key: value for (key, value) in map(lambda x: x.split("="), self.config.opts)} + "opts": util.build_opts(self.config.opts) } # The first step is to pull an image from an OSIRRC participant, diff --git a/run.py b/run.py index 8daeb40..d3e4086 100644 --- a/run.py +++ b/run.py @@ -35,13 +35,14 @@ def str_to_bool(s): parser_search.add_argument("--repo", required=True, type=str, help="the image repo (i.e., osirrc2019/anserini)") parser_search.add_argument("--tag", default="latest", type=str, help="the image tag (i.e., latest)") parser_search.add_argument("--load_from_snapshot", default="save", type=str, help="used to determine the tag of the snapshotted image to search from") - parser_search.add_argument("--collection", required=True, help="the name of the collection") + parser_search.add_argument("--collections", required=True, nargs="+", help="the name of the collection") parser_search.add_argument("--topic", required=True, type=str, help="the topic file for search") parser_search.add_argument("--topic_format", default="trec", type=str, help="the topic file format for search") parser_search.add_argument("--top_k", default=1000, type=int, help="the number of results for top-k retrieval") parser_search.add_argument("--output", required=True, type=str, help="the output directory for run files on the host") parser_search.add_argument("--qrels", required=True, type=str, help="the qrels file for evaluation") parser_search.add_argument("--opts", nargs="+", default="", type=str, help="the args passed to the search script") + parser_search.add_argument("--eval", default="trec", type=str, help="the eval tool to use") parser_search.add_argument("--measures", nargs="+", default=["map", "P.30"], type=str, help="the measures for trec_eval") # Specific to interact diff --git a/searcher.py b/searcher.py index 1709aac..940691c 100644 --- a/searcher.py +++ b/searcher.py @@ -1,7 +1,10 @@ +import sys + import json import os import subprocess -import sys + +import util class Searcher: @@ -12,7 +15,7 @@ def __init__(self, searcher_config=None): def set_config(self, searcher_config): self.config = searcher_config - def search(self, client, output_path_guest, topic_path_host, topic_path_guest, generate_save_tag): + def search(self, client, collection_path_guest, output_path_guest, topic_path_host, topic_path_guest, generate_save_tag): """ Runs the search and evaluates the results (run files placed into the /output directory) using trec_eval """ @@ -22,22 +25,44 @@ def search(self, client, output_path_guest, topic_path_host, topic_path_guest, g if not exists: sys.exit("Must prepare image first...") - volumes = { - os.path.abspath(self.config.output): { - "bind": output_path_guest, - "mode": "rw" - }, - os.path.abspath(topic_path_host): { - "bind": topic_path_guest, + # List of 3-tuples (, , ) + collections = list(map(lambda x: x.split("="), self.config.collections)) + + # Ensure we have name, path, and format for each collection + if not all(len(collection) == 3 for collection in collections): + sys.exit("--collections must be in [name]=[path]=[format] form") + + # Mapping from collection name to path on host + name_to_path_host = dict(map(lambda x: (x[0], x[1]), collections)) + + # Mapping from collection name to path in container + name_to_path_guest = dict(map(lambda name: (name, os.path.join(collection_path_guest, name)), name_to_path_host.keys())) + + volumes = {} + + for name in name_to_path_host.keys(): + path_host, path_guest = os.path.abspath(name_to_path_host[name]), name_to_path_guest[name] + volumes[path_host] = { + "bind": path_guest, "mode": "ro" - }, + } + + # Output path + volumes[os.path.abspath(self.config.output)] = { + "bind": output_path_guest, + "mode": "rw" } + # Topics path + volumes[os.path.abspath(topic_path_host)] = { + "bind": topic_path_guest, + "mode": "ro" + } + + # Args for the search script search_args = { - "collection": { - "name": self.config.collection - }, - "opts": {key: value for (key, value) in map(lambda x: x.split("="), self.config.opts)}, + "collections": [{"name": name, "path": name_to_path_guest[name], "format": format} for (name, path, format) in collections], + "opts": util.build_opts(self.config.opts), "topic": { "path": os.path.join(topic_path_guest, os.path.basename(self.config.topic)), "format": self.config.topic_format @@ -53,12 +78,26 @@ def search(self, client, output_path_guest, topic_path_host, topic_path_guest, g for line in container.logs(stream=True): print(str(line.decode('utf-8')), end="") - # The measure string passed to trec_eval - measures = " ".join(map(lambda x: "-m {}".format(x), self.config.measures)) + if self.config.eval.lower() == "trec": + + # The measure string passed to trec_eval + measures = " ".join(map(lambda x: "-m {}".format(x), self.config.measures)) + + print("Evaluating results using trec_eval...") + for file in os.listdir(self.config.output): + run = os.path.join(self.config.output, file) + print("###\n# {}\n###".format(run)) + subprocess.run("trec_eval/trec_eval {} {} {}".format(measures, self.config.qrels, run).split()) + print() + + elif self.config.eval.lower() == "msmarco": + + from msmarco_eval import compute_metrics_from_files - print("Evaluating results using trec_eval...") - for file in os.listdir(self.config.output): - run = os.path.join(self.config.output, file) - print("###\n# {}\n###".format(run)) - subprocess.run("trec_eval/trec_eval {} {} {}".format(measures, self.config.qrels, run).split()) - print() + for file in os.listdir(self.config.output): + run = os.path.join(self.config.output, file) + metrics = compute_metrics_from_files(self.config.qrels, run) + print('#####################') + for metric in sorted(metrics): + print('{}: {}'.format(metric, metrics[metric])) + print('#####################') diff --git a/util.py b/util.py new file mode 100644 index 0000000..2035b43 --- /dev/null +++ b/util.py @@ -0,0 +1,2 @@ +def build_opts(opts): + return {key: value for (key, value) in map(lambda x: x.split("="), opts)}